diff --git a/data/county_district_edges.jsonl b/data/county_district_edges.jsonl
new file mode 100644
index 0000000000..d281db5af7
--- /dev/null
+++ b/data/county_district_edges.jsonl
@@ -0,0 +1,16328 @@
+{"county_geoid": "01001", "type": "CD", "district_state": "AL", "district_label": "Congressional District 6", "area_weight": 0.9942}
+{"county_geoid": "01001", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 69", "area_weight": 0.6622}
+{"county_geoid": "01001", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 42", "area_weight": 0.2905}
+{"county_geoid": "01001", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 88", "area_weight": 0.0472}
+{"county_geoid": "01001", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 30", "area_weight": 0.9998}
+{"county_geoid": "01003", "type": "CD", "district_state": "AL", "district_label": "Congressional District 1", "area_weight": 0.8273}
+{"county_geoid": "01003", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 66", "area_weight": 0.2161}
+{"county_geoid": "01003", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 65", "area_weight": 0.1894}
+{"county_geoid": "01003", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 64", "area_weight": 0.137}
+{"county_geoid": "01003", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 95", "area_weight": 0.0817}
+{"county_geoid": "01003", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 102", "area_weight": 0.0738}
+{"county_geoid": "01003", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 96", "area_weight": 0.0655}
+{"county_geoid": "01003", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 94", "area_weight": 0.0653}
+{"county_geoid": "01003", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 22", "area_weight": 0.5933}
+{"county_geoid": "01003", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 32", "area_weight": 0.1888}
+{"county_geoid": "01003", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 33", "area_weight": 0.0467}
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+{"county_geoid": "01005", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 28", "area_weight": 0.9996}
+{"county_geoid": "01007", "type": "CD", "district_state": "AL", "district_label": "Congressional District 6", "area_weight": 0.9992}
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+{"county_geoid": "01007", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 14", "area_weight": 0.9998}
+{"county_geoid": "01009", "type": "CD", "district_state": "AL", "district_label": "Congressional District 4", "area_weight": 0.9985}
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+{"county_geoid": "01009", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 9", "area_weight": 0.2576}
+{"county_geoid": "01011", "type": "CD", "district_state": "AL", "district_label": "Congressional District 2", "area_weight": 1.0}
+{"county_geoid": "01011", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 84", "area_weight": 0.9997}
+{"county_geoid": "01011", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 28", "area_weight": 0.9999}
+{"county_geoid": "01013", "type": "CD", "district_state": "AL", "district_label": "Congressional District 2", "area_weight": 0.9993}
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+{"county_geoid": "01013", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 23", "area_weight": 0.9999}
+{"county_geoid": "01015", "type": "CD", "district_state": "AL", "district_label": "Congressional District 3", "area_weight": 1.0}
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+{"county_geoid": "01017", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 38", "area_weight": 0.2264}
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+{"county_geoid": "01019", "type": "CD", "district_state": "AL", "district_label": "Congressional District 3", "area_weight": 0.9982}
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+{"county_geoid": "01023", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 24", "area_weight": 0.9997}
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+{"county_geoid": "01027", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 35", "area_weight": 0.9995}
+{"county_geoid": "01027", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 13", "area_weight": 0.9997}
+{"county_geoid": "01029", "type": "CD", "district_state": "AL", "district_label": "Congressional District 3", "area_weight": 0.9998}
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+{"county_geoid": "01031", "type": "CD", "district_state": "AL", "district_label": "Congressional District 1", "area_weight": 0.999}
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+{"county_geoid": "01031", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 92", "area_weight": 0.1747}
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+{"county_geoid": "01033", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 7", "area_weight": 0.22}
+{"county_geoid": "01033", "type": "SH", "district_state": "AL", "district_label": "AL State House of Representatives District 3", "area_weight": 0.078}
+{"county_geoid": "01033", "type": "SS", "district_state": "AL", "district_label": "AL State Senate District 6", "area_weight": 0.9999}
+{"county_geoid": "01035", "type": "CD", "district_state": "AL", "district_label": "Congressional District 2", "area_weight": 0.9988}
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+{"county_geoid": "01039", "type": "CD", "district_state": "AL", "district_label": "Congressional District 1", "area_weight": 0.999}
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+{"county_geoid": "01041", "type": "CD", "district_state": "AL", "district_label": "Congressional District 2", "area_weight": 0.9986}
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+{"county_geoid": "72101", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 3", "area_weight": 0.9991}
+{"county_geoid": "72103", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 35", "area_weight": 0.7134}
+{"county_geoid": "72103", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 7", "area_weight": 0.7134}
+{"county_geoid": "72105", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 28", "area_weight": 0.9981}
+{"county_geoid": "72105", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 6", "area_weight": 0.9986}
+{"county_geoid": "72107", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 26", "area_weight": 0.999}
+{"county_geoid": "72107", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 6", "area_weight": 0.999}
+{"county_geoid": "72109", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 34", "area_weight": 0.6252}
+{"county_geoid": "72109", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 7", "area_weight": 0.6252}
+{"county_geoid": "72111", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 23", "area_weight": 0.6581}
+{"county_geoid": "72111", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 5", "area_weight": 0.6583}
+{"county_geoid": "72113", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 25", "area_weight": 0.4397}
+{"county_geoid": "72113", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 24", "area_weight": 0.1127}
+{"county_geoid": "72113", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 23", "area_weight": 0.0514}
+{"county_geoid": "72113", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 5", "area_weight": 0.6038}
+{"county_geoid": "72115", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 15", "area_weight": 0.6712}
+{"county_geoid": "72115", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 3", "area_weight": 0.6712}
+{"county_geoid": "72117", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 18", "area_weight": 0.2616}
+{"county_geoid": "72117", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 4", "area_weight": 0.2616}
+{"county_geoid": "72119", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 37", "area_weight": 0.4924}
+{"county_geoid": "72119", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 36", "area_weight": 0.1855}
+{"county_geoid": "72119", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 8", "area_weight": 0.6779}
+{"county_geoid": "72121", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 21", "area_weight": 0.9995}
+{"county_geoid": "72121", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 5", "area_weight": 0.9995}
+{"county_geoid": "72123", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 30", "area_weight": 0.602}
+{"county_geoid": "72123", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 6", "area_weight": 0.6024}
+{"county_geoid": "72125", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 20", "area_weight": 0.5199}
+{"county_geoid": "72125", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 19", "area_weight": 0.4789}
+{"county_geoid": "72125", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 4", "area_weight": 0.9988}
+{"county_geoid": "72127", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 4", "area_weight": 0.1517}
+{"county_geoid": "72127", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 2", "area_weight": 0.1446}
+{"county_geoid": "72127", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 5", "area_weight": 0.138}
+{"county_geoid": "72127", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 3", "area_weight": 0.1118}
+{"county_geoid": "72127", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 1", "area_weight": 0.0949}
+{"county_geoid": "72127", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 1", "area_weight": 0.6411}
+{"county_geoid": "72129", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 34", "area_weight": 0.804}
+{"county_geoid": "72129", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 33", "area_weight": 0.1953}
+{"county_geoid": "72129", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 7", "area_weight": 1.0}
+{"county_geoid": "72131", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 16", "area_weight": 0.9983}
+{"county_geoid": "72131", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 4", "area_weight": 0.9989}
+{"county_geoid": "72133", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 27", "area_weight": 0.2972}
+{"county_geoid": "72133", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 30", "area_weight": 0.1473}
+{"county_geoid": "72133", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 6", "area_weight": 0.4445}
+{"county_geoid": "72135", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 9", "area_weight": 0.9977}
+{"county_geoid": "72135", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 2", "area_weight": 0.9979}
+{"county_geoid": "72137", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 10", "area_weight": 0.5592}
+{"county_geoid": "72137", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 2", "area_weight": 0.5599}
+{"county_geoid": "72139", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 38", "area_weight": 0.725}
+{"county_geoid": "72139", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 39", "area_weight": 0.2729}
+{"county_geoid": "72139", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 8", "area_weight": 0.9979}
+{"county_geoid": "72141", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 22", "area_weight": 0.999}
+{"county_geoid": "72141", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 5", "area_weight": 0.9996}
+{"county_geoid": "72143", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 11", "area_weight": 0.4115}
+{"county_geoid": "72143", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 12", "area_weight": 0.3251}
+{"county_geoid": "72143", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 3", "area_weight": 0.7365}
+{"county_geoid": "72145", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 12", "area_weight": 0.4738}
+{"county_geoid": "72145", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 11", "area_weight": 0.2086}
+{"county_geoid": "72145", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 3", "area_weight": 0.6824}
+{"county_geoid": "72147", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 36", "area_weight": 0.1941}
+{"county_geoid": "72147", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 8", "area_weight": 0.1941}
+{"county_geoid": "72149", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 26", "area_weight": 0.9991}
+{"county_geoid": "72149", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 6", "area_weight": 0.9996}
+{"county_geoid": "72151", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 34", "area_weight": 0.6621}
+{"county_geoid": "72151", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 7", "area_weight": 0.6627}
+{"county_geoid": "72153", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 21", "area_weight": 0.6465}
+{"county_geoid": "72153", "type": "SH", "district_state": "PR", "district_label": "PR State House of Representatives District 23", "area_weight": 0.352}
+{"county_geoid": "72153", "type": "SS", "district_state": "PR", "district_label": "PR State Senate District 5", "area_weight": 0.9986}
diff --git a/data/jurisdictions/us/people/aaron-bean.md b/data/jurisdictions/us/people/aaron-bean.md
index c48ab076d4..38a3879512 100644
--- a/data/jurisdictions/us/people/aaron-bean.md
+++ b/data/jurisdictions/us/people/aaron-bean.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 4"
+represents: "us/states/fl/districts/04"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/fl/districts/04.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/abraham-j-hamadeh.md b/data/jurisdictions/us/people/abraham-j-hamadeh.md
index 750ed4b86f..f439da46a3 100644
--- a/data/jurisdictions/us/people/abraham-j-hamadeh.md
+++ b/data/jurisdictions/us/people/abraham-j-hamadeh.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AZ"
 district: "Congressional District 8"
+represents: "us/states/az/districts/08"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AZ-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/az/districts/08.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/adam-gray.md b/data/jurisdictions/us/people/adam-gray.md
index f8df1e6d75..6172ef5543 100644
--- a/data/jurisdictions/us/people/adam-gray.md
+++ b/data/jurisdictions/us/people/adam-gray.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 13"
+represents: "us/states/ca/districts/13"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-13 (Congressional District 13).
 
+Represents [Congressional District 13](/us/states/ca/districts/13.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/adam-smith.md b/data/jurisdictions/us/people/adam-smith.md
index 8db07e14cc..1838f2f147 100644
--- a/data/jurisdictions/us/people/adam-smith.md
+++ b/data/jurisdictions/us/people/adam-smith.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WA"
 district: "Congressional District 9"
+represents: "us/states/wa/districts/09"
 committees:
   - name: "House Committee on Armed Services"
     role: "ranking-member"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WA-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/wa/districts/09.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/addison-p-mcdowell.md b/data/jurisdictions/us/people/addison-p-mcdowell.md
index 7fd7787a62..2e3058666c 100644
--- a/data/jurisdictions/us/people/addison-p-mcdowell.md
+++ b/data/jurisdictions/us/people/addison-p-mcdowell.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 6"
+represents: "us/states/nc/districts/06"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/nc/districts/06.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/adelita-s-grijalva.md b/data/jurisdictions/us/people/adelita-s-grijalva.md
index 1de52c8469..b0dae2758d 100644
--- a/data/jurisdictions/us/people/adelita-s-grijalva.md
+++ b/data/jurisdictions/us/people/adelita-s-grijalva.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AZ"
 district: "Congressional District 7"
+represents: "us/states/az/districts/07"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AZ-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/az/districts/07.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/adrian-smith.md b/data/jurisdictions/us/people/adrian-smith.md
index c1cff2d272..99775ae28c 100644
--- a/data/jurisdictions/us/people/adrian-smith.md
+++ b/data/jurisdictions/us/people/adrian-smith.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NE"
 district: "Congressional District 3"
+represents: "us/states/ne/districts/03"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NE-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ne/districts/03.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/adriano-espaillat.md b/data/jurisdictions/us/people/adriano-espaillat.md
index 0a065b4066..9b68889d66 100644
--- a/data/jurisdictions/us/people/adriano-espaillat.md
+++ b/data/jurisdictions/us/people/adriano-espaillat.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 13"
+represents: "us/states/ny/districts/13"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-13 (Congressional District 13).
 
+Represents [Congressional District 13](/us/states/ny/districts/13.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/al-green.md b/data/jurisdictions/us/people/al-green.md
index aa7910a016..aed8ad383e 100644
--- a/data/jurisdictions/us/people/al-green.md
+++ b/data/jurisdictions/us/people/al-green.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 9"
+represents: "us/states/tx/districts/09"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/tx/districts/09.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/alexandria-ocasio-cortez.md b/data/jurisdictions/us/people/alexandria-ocasio-cortez.md
index b6de7cbad9..e18c00fcfa 100644
--- a/data/jurisdictions/us/people/alexandria-ocasio-cortez.md
+++ b/data/jurisdictions/us/people/alexandria-ocasio-cortez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 14"
+represents: "us/states/ny/districts/14"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-14 (Congressional District 14).
 
+Represents [Congressional District 14](/us/states/ny/districts/14.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/alma-s-adams.md b/data/jurisdictions/us/people/alma-s-adams.md
index 1d3160a333..e0ec45504d 100644
--- a/data/jurisdictions/us/people/alma-s-adams.md
+++ b/data/jurisdictions/us/people/alma-s-adams.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 12"
+represents: "us/states/nc/districts/12"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/nc/districts/12.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/ami-bera.md b/data/jurisdictions/us/people/ami-bera.md
index b1717a89a3..44c8737893 100644
--- a/data/jurisdictions/us/people/ami-bera.md
+++ b/data/jurisdictions/us/people/ami-bera.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 6"
+represents: "us/states/ca/districts/06"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/ca/districts/06.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/analilia-mejia.md b/data/jurisdictions/us/people/analilia-mejia.md
index 38723f9fb8..97cb7e2aa2 100644
--- a/data/jurisdictions/us/people/analilia-mejia.md
+++ b/data/jurisdictions/us/people/analilia-mejia.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 11"
+represents: "us/states/nj/districts/11"
 tenure:
   start: "2026-04-20"
   current: true
@@ -34,6 +35,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/nj/districts/11.md).
+
 ## Sources
 
 - tenure: House Clerk XML 2026-06-10
diff --git a/data/jurisdictions/us/people/andre-carson.md b/data/jurisdictions/us/people/andre-carson.md
index 9d0e8e93a5..1bc1938dd8 100644
--- a/data/jurisdictions/us/people/andre-carson.md
+++ b/data/jurisdictions/us/people/andre-carson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IN"
 district: "Congressional District 7"
+represents: "us/states/in/districts/07"
 committees:
   - name: "House Permanent Select Committee on Intelligence"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IN-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/in/districts/07.md).
+
 ## Committees
 
 - [House Permanent Select Committee on Intelligence](/us/bodies/house/committees/house-permanent-select-committee-on-intelligence.md)
diff --git a/data/jurisdictions/us/people/andrea-salinas.md b/data/jurisdictions/us/people/andrea-salinas.md
index 744b21185f..9236efd11b 100644
--- a/data/jurisdictions/us/people/andrea-salinas.md
+++ b/data/jurisdictions/us/people/andrea-salinas.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OR"
 district: "Congressional District 6"
+represents: "us/states/or/districts/06"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OR-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/or/districts/06.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/andrew-ogles.md b/data/jurisdictions/us/people/andrew-ogles.md
index de02309a9e..a0837514fa 100644
--- a/data/jurisdictions/us/people/andrew-ogles.md
+++ b/data/jurisdictions/us/people/andrew-ogles.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TN"
 district: "Congressional District 5"
+represents: "us/states/tn/districts/05"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TN-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/tn/districts/05.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/andrew-r-garbarino.md b/data/jurisdictions/us/people/andrew-r-garbarino.md
index 111d1d12f0..a963e7c979 100644
--- a/data/jurisdictions/us/people/andrew-r-garbarino.md
+++ b/data/jurisdictions/us/people/andrew-r-garbarino.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 2"
+represents: "us/states/ny/districts/02"
 committees:
   - name: "House Committee on Ethics"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ny/districts/02.md).
+
 ## Committees
 
 - [House Committee on Ethics](/us/bodies/house/committees/ethics.md)
diff --git a/data/jurisdictions/us/people/andrew-s-clyde.md b/data/jurisdictions/us/people/andrew-s-clyde.md
index cbb7ded499..afb59fc90c 100644
--- a/data/jurisdictions/us/people/andrew-s-clyde.md
+++ b/data/jurisdictions/us/people/andrew-s-clyde.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 9"
+represents: "us/states/ga/districts/09"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/ga/districts/09.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/andy-barr.md b/data/jurisdictions/us/people/andy-barr.md
index 8735f8c94f..49b5d567e4 100644
--- a/data/jurisdictions/us/people/andy-barr.md
+++ b/data/jurisdictions/us/people/andy-barr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "KY"
 district: "Congressional District 6"
+represents: "us/states/ky/districts/06"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - KY-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/ky/districts/06.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/andy-biggs.md b/data/jurisdictions/us/people/andy-biggs.md
index 4d094e470c..2167fcc9f7 100644
--- a/data/jurisdictions/us/people/andy-biggs.md
+++ b/data/jurisdictions/us/people/andy-biggs.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AZ"
 district: "Congressional District 5"
+represents: "us/states/az/districts/05"
 committees:
   - name: "House Committee on Oversight and Government Reform"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AZ-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/az/districts/05.md).
+
 ## Committees
 
 - [House Committee on Oversight and Government Reform](/us/bodies/house/committees/oversight-and-government-reform.md)
diff --git a/data/jurisdictions/us/people/andy-harris.md b/data/jurisdictions/us/people/andy-harris.md
index 1b80752108..f0049c88dc 100644
--- a/data/jurisdictions/us/people/andy-harris.md
+++ b/data/jurisdictions/us/people/andy-harris.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MD"
 district: "Congressional District 1"
+represents: "us/states/md/districts/01"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MD-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/md/districts/01.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/angie-craig.md b/data/jurisdictions/us/people/angie-craig.md
index a2448755f6..ce37b3c0d2 100644
--- a/data/jurisdictions/us/people/angie-craig.md
+++ b/data/jurisdictions/us/people/angie-craig.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MN"
 district: "Congressional District 2"
+represents: "us/states/mn/districts/02"
 committees:
   - name: "House Committee on Agriculture"
     role: "ranking-member"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MN-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/mn/districts/02.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/ann-wagner.md b/data/jurisdictions/us/people/ann-wagner.md
index 2519997cf7..14a5ab1663 100644
--- a/data/jurisdictions/us/people/ann-wagner.md
+++ b/data/jurisdictions/us/people/ann-wagner.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MO"
 district: "Congressional District 2"
+represents: "us/states/mo/districts/02"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MO-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/mo/districts/02.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/anna-paulina-luna.md b/data/jurisdictions/us/people/anna-paulina-luna.md
index 5779372030..c9a5c1ff06 100644
--- a/data/jurisdictions/us/people/anna-paulina-luna.md
+++ b/data/jurisdictions/us/people/anna-paulina-luna.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 13"
+represents: "us/states/fl/districts/13"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-13 (Congressional District 13).
 
+Represents [Congressional District 13](/us/states/fl/districts/13.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/april-mcclain-delaney.md b/data/jurisdictions/us/people/april-mcclain-delaney.md
index 1102a8c4d9..ca3feff537 100644
--- a/data/jurisdictions/us/people/april-mcclain-delaney.md
+++ b/data/jurisdictions/us/people/april-mcclain-delaney.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MD"
 district: "Congressional District 6"
+represents: "us/states/md/districts/06"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MD-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/md/districts/06.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/ashley-hinson.md b/data/jurisdictions/us/people/ashley-hinson.md
index b7dee94fae..01a740028f 100644
--- a/data/jurisdictions/us/people/ashley-hinson.md
+++ b/data/jurisdictions/us/people/ashley-hinson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IA"
 district: "Congressional District 2"
+represents: "us/states/ia/districts/02"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IA-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ia/districts/02.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/august-pfluger.md b/data/jurisdictions/us/people/august-pfluger.md
index d7217c5dd2..e289ad7397 100644
--- a/data/jurisdictions/us/people/august-pfluger.md
+++ b/data/jurisdictions/us/people/august-pfluger.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 11"
+represents: "us/states/tx/districts/11"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/tx/districts/11.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/austin-scott.md b/data/jurisdictions/us/people/austin-scott.md
index 46f400b0fd..96223d4445 100644
--- a/data/jurisdictions/us/people/austin-scott.md
+++ b/data/jurisdictions/us/people/austin-scott.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 8"
+represents: "us/states/ga/districts/08"
 committees:
   - name: "House Committee on Agriculture"
     role: "vice-chair"
@@ -77,6 +78,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/ga/districts/08.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md) — **vice-chair**
diff --git a/data/jurisdictions/us/people/ayanna-pressley.md b/data/jurisdictions/us/people/ayanna-pressley.md
index 0cff57d7b2..99ac24dd54 100644
--- a/data/jurisdictions/us/people/ayanna-pressley.md
+++ b/data/jurisdictions/us/people/ayanna-pressley.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MA"
 district: "Congressional District 7"
+represents: "us/states/ma/districts/07"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MA-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/ma/districts/07.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/barry-loudermilk.md b/data/jurisdictions/us/people/barry-loudermilk.md
index 54abbc45e5..c0e592e166 100644
--- a/data/jurisdictions/us/people/barry-loudermilk.md
+++ b/data/jurisdictions/us/people/barry-loudermilk.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 11"
+represents: "us/states/ga/districts/11"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/ga/districts/11.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/barry-moore.md b/data/jurisdictions/us/people/barry-moore.md
index f9a88f3bff..406d69dd92 100644
--- a/data/jurisdictions/us/people/barry-moore.md
+++ b/data/jurisdictions/us/people/barry-moore.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AL"
 district: "Congressional District 1"
+represents: "us/states/al/districts/01"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AL-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/al/districts/01.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/becca-balint.md b/data/jurisdictions/us/people/becca-balint.md
index 1bed9aae5a..d3a7ab085e 100644
--- a/data/jurisdictions/us/people/becca-balint.md
+++ b/data/jurisdictions/us/people/becca-balint.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VT"
 district: "Congressional District (at Large)"
+represents: "us/states/vt/districts/00"
 committees:
   - name: "House Committee on the Budget"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VT At-Large (Congressional District (at Large)).
 
+Represents [Congressional District (at Large)](/us/states/vt/districts/00.md).
+
 ## Committees
 
 - [House Committee on the Budget](/us/bodies/house/committees/the-budget.md)
diff --git a/data/jurisdictions/us/people/ben-cline.md b/data/jurisdictions/us/people/ben-cline.md
index 2cc9864654..305acd12a2 100644
--- a/data/jurisdictions/us/people/ben-cline.md
+++ b/data/jurisdictions/us/people/ben-cline.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 6"
+represents: "us/states/va/districts/06"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/va/districts/06.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/bennie-g-thompson.md b/data/jurisdictions/us/people/bennie-g-thompson.md
index fa153cea86..23ab5dd976 100644
--- a/data/jurisdictions/us/people/bennie-g-thompson.md
+++ b/data/jurisdictions/us/people/bennie-g-thompson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MS"
 district: "Congressional District 2"
+represents: "us/states/ms/districts/02"
 committees:
   - name: "House Committee on Homeland Security"
     role: "ranking-member"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MS-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ms/districts/02.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/beth-van-duyne.md b/data/jurisdictions/us/people/beth-van-duyne.md
index 884fd254ae..c9abfe8bda 100644
--- a/data/jurisdictions/us/people/beth-van-duyne.md
+++ b/data/jurisdictions/us/people/beth-van-duyne.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 24"
+represents: "us/states/tx/districts/24"
 committees:
   - name: "House Committee on Small Business"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-24 (Congressional District 24).
 
+Represents [Congressional District 24](/us/states/tx/districts/24.md).
+
 ## Committees
 
 - [House Committee on Small Business](/us/bodies/house/committees/small-business.md)
diff --git a/data/jurisdictions/us/people/betty-mccollum.md b/data/jurisdictions/us/people/betty-mccollum.md
index 2b0a76fbc3..abaaccf209 100644
--- a/data/jurisdictions/us/people/betty-mccollum.md
+++ b/data/jurisdictions/us/people/betty-mccollum.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MN"
 district: "Congressional District 4"
+represents: "us/states/mn/districts/04"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MN-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/mn/districts/04.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/bill-foster.md b/data/jurisdictions/us/people/bill-foster.md
index ba2905ea4c..7332ea38b2 100644
--- a/data/jurisdictions/us/people/bill-foster.md
+++ b/data/jurisdictions/us/people/bill-foster.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 11"
+represents: "us/states/il/districts/11"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/il/districts/11.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/bill-huizenga.md b/data/jurisdictions/us/people/bill-huizenga.md
index 5c2c7a3b69..37e8169636 100644
--- a/data/jurisdictions/us/people/bill-huizenga.md
+++ b/data/jurisdictions/us/people/bill-huizenga.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 4"
+represents: "us/states/mi/districts/04"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/mi/districts/04.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/blake-d-moore.md b/data/jurisdictions/us/people/blake-d-moore.md
index a29c5609b1..8caa15a84b 100644
--- a/data/jurisdictions/us/people/blake-d-moore.md
+++ b/data/jurisdictions/us/people/blake-d-moore.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "UT"
 district: "Congressional District 1"
+represents: "us/states/ut/districts/01"
 committees:
   - name: "House Committee on the Budget"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - UT-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ut/districts/01.md).
+
 ## Committees
 
 - [House Committee on the Budget](/us/bodies/house/committees/the-budget.md)
diff --git a/data/jurisdictions/us/people/bonnie-watson-coleman.md b/data/jurisdictions/us/people/bonnie-watson-coleman.md
index bcb2af6cac..f0a5082690 100644
--- a/data/jurisdictions/us/people/bonnie-watson-coleman.md
+++ b/data/jurisdictions/us/people/bonnie-watson-coleman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 12"
+represents: "us/states/nj/districts/12"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/nj/districts/12.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/brad-finstad.md b/data/jurisdictions/us/people/brad-finstad.md
index 2ae1038a21..0a3e457478 100644
--- a/data/jurisdictions/us/people/brad-finstad.md
+++ b/data/jurisdictions/us/people/brad-finstad.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MN"
 district: "Congressional District 1"
+represents: "us/states/mn/districts/01"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -71,6 +72,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MN-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/mn/districts/01.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/brad-knott.md b/data/jurisdictions/us/people/brad-knott.md
index cef9633ff0..55da701aa3 100644
--- a/data/jurisdictions/us/people/brad-knott.md
+++ b/data/jurisdictions/us/people/brad-knott.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 13"
+represents: "us/states/nc/districts/13"
 committees:
   - name: "House Committee on Ethics"
     role: "member"
@@ -71,6 +72,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-13 (Congressional District 13).
 
+Represents [Congressional District 13](/us/states/nc/districts/13.md).
+
 ## Committees
 
 - [House Committee on Ethics](/us/bodies/house/committees/ethics.md)
diff --git a/data/jurisdictions/us/people/brad-sherman.md b/data/jurisdictions/us/people/brad-sherman.md
index ed410e6114..b9d93ac512 100644
--- a/data/jurisdictions/us/people/brad-sherman.md
+++ b/data/jurisdictions/us/people/brad-sherman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 32"
+represents: "us/states/ca/districts/32"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-32 (Congressional District 32).
 
+Represents [Congressional District 32](/us/states/ca/districts/32.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/bradley-scott-schneider.md b/data/jurisdictions/us/people/bradley-scott-schneider.md
index 0e76696926..212a3e1211 100644
--- a/data/jurisdictions/us/people/bradley-scott-schneider.md
+++ b/data/jurisdictions/us/people/bradley-scott-schneider.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 10"
+represents: "us/states/il/districts/10"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/il/districts/10.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/brandon-gill.md b/data/jurisdictions/us/people/brandon-gill.md
index 0bd3c46176..2fda71f8f4 100644
--- a/data/jurisdictions/us/people/brandon-gill.md
+++ b/data/jurisdictions/us/people/brandon-gill.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 26"
+represents: "us/states/tx/districts/26"
 committees:
   - name: "House Committee on Oversight and Government Reform"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-26 (Congressional District 26).
 
+Represents [Congressional District 26](/us/states/tx/districts/26.md).
+
 ## Committees
 
 - [House Committee on Oversight and Government Reform](/us/bodies/house/committees/oversight-and-government-reform.md)
diff --git a/data/jurisdictions/us/people/brendan-f-boyle.md b/data/jurisdictions/us/people/brendan-f-boyle.md
index c4476b1620..c799546b3b 100644
--- a/data/jurisdictions/us/people/brendan-f-boyle.md
+++ b/data/jurisdictions/us/people/brendan-f-boyle.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 2"
+represents: "us/states/pa/districts/02"
 committees:
   - name: "House Committee on the Budget"
     role: "ranking-member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/pa/districts/02.md).
+
 ## Committees
 
 - [House Committee on the Budget](/us/bodies/house/committees/the-budget.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/brett-guthrie.md b/data/jurisdictions/us/people/brett-guthrie.md
index cdbe2c4d78..d4f2fff5c5 100644
--- a/data/jurisdictions/us/people/brett-guthrie.md
+++ b/data/jurisdictions/us/people/brett-guthrie.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "KY"
 district: "Congressional District 2"
+represents: "us/states/ky/districts/02"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "chair"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - KY-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ky/districts/02.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md) — **chair**
diff --git a/data/jurisdictions/us/people/brian-babin.md b/data/jurisdictions/us/people/brian-babin.md
index 251274656f..489b2caa7a 100644
--- a/data/jurisdictions/us/people/brian-babin.md
+++ b/data/jurisdictions/us/people/brian-babin.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 36"
+represents: "us/states/tx/districts/36"
 committees:
   - name: "House Committee on Science, Space, and Technology"
     role: "chair"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-36 (Congressional District 36).
 
+Represents [Congressional District 36](/us/states/tx/districts/36.md).
+
 ## Committees
 
 - [House Committee on Science, Space, and Technology](/us/bodies/house/committees/science-space-and-technology.md) — **chair**
diff --git a/data/jurisdictions/us/people/brian-j-mast.md b/data/jurisdictions/us/people/brian-j-mast.md
index f135f7093c..91c84ca7c4 100644
--- a/data/jurisdictions/us/people/brian-j-mast.md
+++ b/data/jurisdictions/us/people/brian-j-mast.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 21"
+represents: "us/states/fl/districts/21"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "chair"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-21 (Congressional District 21).
 
+Represents [Congressional District 21](/us/states/fl/districts/21.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md) — **chair**
diff --git a/data/jurisdictions/us/people/brian-jack.md b/data/jurisdictions/us/people/brian-jack.md
index 24dc97c8ff..ffbc06c594 100644
--- a/data/jurisdictions/us/people/brian-jack.md
+++ b/data/jurisdictions/us/people/brian-jack.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 3"
+represents: "us/states/ga/districts/03"
 committees:
   - name: "House Committee on Oversight and Government Reform"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ga/districts/03.md).
+
 ## Committees
 
 - [House Committee on Oversight and Government Reform](/us/bodies/house/committees/oversight-and-government-reform.md)
diff --git a/data/jurisdictions/us/people/brian-k-fitzpatrick.md b/data/jurisdictions/us/people/brian-k-fitzpatrick.md
index 8e7189394f..28093696fa 100644
--- a/data/jurisdictions/us/people/brian-k-fitzpatrick.md
+++ b/data/jurisdictions/us/people/brian-k-fitzpatrick.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 1"
+represents: "us/states/pa/districts/01"
 committees:
   - name: "House Permanent Select Committee on Intelligence"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/pa/districts/01.md).
+
 ## Committees
 
 - [House Permanent Select Committee on Intelligence](/us/bodies/house/committees/house-permanent-select-committee-on-intelligence.md)
diff --git a/data/jurisdictions/us/people/brittany-pettersen.md b/data/jurisdictions/us/people/brittany-pettersen.md
index faf37fbb23..0280fa48e8 100644
--- a/data/jurisdictions/us/people/brittany-pettersen.md
+++ b/data/jurisdictions/us/people/brittany-pettersen.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CO"
 district: "Congressional District 7"
+represents: "us/states/co/districts/07"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CO-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/co/districts/07.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/bruce-westerman.md b/data/jurisdictions/us/people/bruce-westerman.md
index da0e6aa6d7..4137bffc0a 100644
--- a/data/jurisdictions/us/people/bruce-westerman.md
+++ b/data/jurisdictions/us/people/bruce-westerman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AR"
 district: "Congressional District 4"
+represents: "us/states/ar/districts/04"
 committees:
   - name: "House Committee on Natural Resources"
     role: "chair"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AR-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ar/districts/04.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md) — **chair**
diff --git a/data/jurisdictions/us/people/bryan-steil.md b/data/jurisdictions/us/people/bryan-steil.md
index 988fc8a295..78c1279e7c 100644
--- a/data/jurisdictions/us/people/bryan-steil.md
+++ b/data/jurisdictions/us/people/bryan-steil.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WI"
 district: "Congressional District 1"
+represents: "us/states/wi/districts/01"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WI-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/wi/districts/01.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/burgess-owens.md b/data/jurisdictions/us/people/burgess-owens.md
index 208895ccc4..44367912c0 100644
--- a/data/jurisdictions/us/people/burgess-owens.md
+++ b/data/jurisdictions/us/people/burgess-owens.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "UT"
 district: "Congressional District 4"
+represents: "us/states/ut/districts/04"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - UT-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ut/districts/04.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/byron-donalds.md b/data/jurisdictions/us/people/byron-donalds.md
index 68b6e153da..d573b467f4 100644
--- a/data/jurisdictions/us/people/byron-donalds.md
+++ b/data/jurisdictions/us/people/byron-donalds.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 19"
+represents: "us/states/fl/districts/19"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-19 (Congressional District 19).
 
+Represents [Congressional District 19](/us/states/fl/districts/19.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/carlos-a-gimenez.md b/data/jurisdictions/us/people/carlos-a-gimenez.md
index 931e5c10cf..c41e328bc1 100644
--- a/data/jurisdictions/us/people/carlos-a-gimenez.md
+++ b/data/jurisdictions/us/people/carlos-a-gimenez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 28"
+represents: "us/states/fl/districts/28"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-28 (Congressional District 28).
 
+Represents [Congressional District 28](/us/states/fl/districts/28.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/carol-d-miller.md b/data/jurisdictions/us/people/carol-d-miller.md
index 3cae14b3f9..7ab4b44ca9 100644
--- a/data/jurisdictions/us/people/carol-d-miller.md
+++ b/data/jurisdictions/us/people/carol-d-miller.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WV"
 district: "Congressional District 1"
+represents: "us/states/wv/districts/01"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WV-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/wv/districts/01.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/celeste-maloy.md b/data/jurisdictions/us/people/celeste-maloy.md
index 993fbc063c..dd62a4337e 100644
--- a/data/jurisdictions/us/people/celeste-maloy.md
+++ b/data/jurisdictions/us/people/celeste-maloy.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "UT"
 district: "Congressional District 2"
+represents: "us/states/ut/districts/02"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - UT-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ut/districts/02.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/charles-j-chuck-fleischmann.md b/data/jurisdictions/us/people/charles-j-chuck-fleischmann.md
index eb80f7cf23..b3c7523fb7 100644
--- a/data/jurisdictions/us/people/charles-j-chuck-fleischmann.md
+++ b/data/jurisdictions/us/people/charles-j-chuck-fleischmann.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TN"
 district: "Congressional District 3"
+represents: "us/states/tn/districts/03"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TN-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/tn/districts/03.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/chellie-pingree.md b/data/jurisdictions/us/people/chellie-pingree.md
index 80391d0d39..ac3903ef05 100644
--- a/data/jurisdictions/us/people/chellie-pingree.md
+++ b/data/jurisdictions/us/people/chellie-pingree.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "ME"
 district: "Congressional District 1"
+represents: "us/states/me/districts/01"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - ME-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/me/districts/01.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/chip-roy.md b/data/jurisdictions/us/people/chip-roy.md
index ce9dab0ab3..d4f69fa779 100644
--- a/data/jurisdictions/us/people/chip-roy.md
+++ b/data/jurisdictions/us/people/chip-roy.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 21"
+represents: "us/states/tx/districts/21"
 committees:
   - name: "House Committee on Rules"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-21 (Congressional District 21).
 
+Represents [Congressional District 21](/us/states/tx/districts/21.md).
+
 ## Committees
 
 - [House Committee on Rules](/us/bodies/house/committees/rules.md)
diff --git a/data/jurisdictions/us/people/chris-pappas.md b/data/jurisdictions/us/people/chris-pappas.md
index 6bfa12a957..9c788a9c84 100644
--- a/data/jurisdictions/us/people/chris-pappas.md
+++ b/data/jurisdictions/us/people/chris-pappas.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NH"
 district: "Congressional District 1"
+represents: "us/states/nh/districts/01"
 committees:
   - name: "House Committee on Transportation and Infrastructure"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NH-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/nh/districts/01.md).
+
 ## Committees
 
 - [House Committee on Transportation and Infrastructure](/us/bodies/house/committees/transportation-and-infrastructure.md)
diff --git a/data/jurisdictions/us/people/chrissy-houlahan.md b/data/jurisdictions/us/people/chrissy-houlahan.md
index 5be9979ac7..8e22af00ff 100644
--- a/data/jurisdictions/us/people/chrissy-houlahan.md
+++ b/data/jurisdictions/us/people/chrissy-houlahan.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 6"
+represents: "us/states/pa/districts/06"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/pa/districts/06.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/christian-d-menefee.md b/data/jurisdictions/us/people/christian-d-menefee.md
index 62a2ae3442..8205060565 100644
--- a/data/jurisdictions/us/people/christian-d-menefee.md
+++ b/data/jurisdictions/us/people/christian-d-menefee.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 18"
+represents: "us/states/tx/districts/18"
 committees:
   - name: "House Committee on Science, Space, and Technology"
     role: "member"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-18 (Congressional District 18).
 
+Represents [Congressional District 18](/us/states/tx/districts/18.md).
+
 ## Committees
 
 - [House Committee on Science, Space, and Technology](/us/bodies/house/committees/science-space-and-technology.md)
diff --git a/data/jurisdictions/us/people/christopher-h-smith.md b/data/jurisdictions/us/people/christopher-h-smith.md
index 5f78504178..53c24178a0 100644
--- a/data/jurisdictions/us/people/christopher-h-smith.md
+++ b/data/jurisdictions/us/people/christopher-h-smith.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 4"
+represents: "us/states/nj/districts/04"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/nj/districts/04.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/christopher-r-deluzio.md b/data/jurisdictions/us/people/christopher-r-deluzio.md
index cf96f8aaa8..e66243ea68 100644
--- a/data/jurisdictions/us/people/christopher-r-deluzio.md
+++ b/data/jurisdictions/us/people/christopher-r-deluzio.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 17"
+represents: "us/states/pa/districts/17"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-17 (Congressional District 17).
 
+Represents [Congressional District 17](/us/states/pa/districts/17.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/chuck-edwards.md b/data/jurisdictions/us/people/chuck-edwards.md
index 6119720734..054ba00950 100644
--- a/data/jurisdictions/us/people/chuck-edwards.md
+++ b/data/jurisdictions/us/people/chuck-edwards.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 11"
+represents: "us/states/nc/districts/11"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/nc/districts/11.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/claudia-tenney.md b/data/jurisdictions/us/people/claudia-tenney.md
index ed6125b2c5..575ddfa7ec 100644
--- a/data/jurisdictions/us/people/claudia-tenney.md
+++ b/data/jurisdictions/us/people/claudia-tenney.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 24"
+represents: "us/states/ny/districts/24"
 committees:
   - name: "House Permanent Select Committee on Intelligence"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-24 (Congressional District 24).
 
+Represents [Congressional District 24](/us/states/ny/districts/24.md).
+
 ## Committees
 
 - [House Permanent Select Committee on Intelligence](/us/bodies/house/committees/house-permanent-select-committee-on-intelligence.md)
diff --git a/data/jurisdictions/us/people/clay-fuller.md b/data/jurisdictions/us/people/clay-fuller.md
index 63de41e2bf..af33c422c3 100644
--- a/data/jurisdictions/us/people/clay-fuller.md
+++ b/data/jurisdictions/us/people/clay-fuller.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 14"
+represents: "us/states/ga/districts/14"
 tenure:
   start: "2026-04-14"
   current: true
@@ -34,6 +35,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-14 (Congressional District 14).
 
+Represents [Congressional District 14](/us/states/ga/districts/14.md).
+
 ## Sources
 
 - tenure: House Clerk XML 2026-06-10
diff --git a/data/jurisdictions/us/people/clay-higgins.md b/data/jurisdictions/us/people/clay-higgins.md
index a80b28a57a..fc41d7f28c 100644
--- a/data/jurisdictions/us/people/clay-higgins.md
+++ b/data/jurisdictions/us/people/clay-higgins.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "LA"
 district: "Congressional District 3"
+represents: "us/states/la/districts/03"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - LA-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/la/districts/03.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/cleo-fields.md b/data/jurisdictions/us/people/cleo-fields.md
index 85fd5b1e34..0a5fbb184f 100644
--- a/data/jurisdictions/us/people/cleo-fields.md
+++ b/data/jurisdictions/us/people/cleo-fields.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "LA"
 district: "Congressional District 6"
+represents: "us/states/la/districts/06"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - LA-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/la/districts/06.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/cliff-bentz.md b/data/jurisdictions/us/people/cliff-bentz.md
index a256002f69..0a33931203 100644
--- a/data/jurisdictions/us/people/cliff-bentz.md
+++ b/data/jurisdictions/us/people/cliff-bentz.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OR"
 district: "Congressional District 2"
+represents: "us/states/or/districts/02"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OR-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/or/districts/02.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/cory-mills.md b/data/jurisdictions/us/people/cory-mills.md
index fd14de1a0d..1cf9dab20b 100644
--- a/data/jurisdictions/us/people/cory-mills.md
+++ b/data/jurisdictions/us/people/cory-mills.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 7"
+represents: "us/states/fl/districts/07"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/fl/districts/07.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/craig-a-goldman.md b/data/jurisdictions/us/people/craig-a-goldman.md
index 8f9262aa20..b021ee0fa8 100644
--- a/data/jurisdictions/us/people/craig-a-goldman.md
+++ b/data/jurisdictions/us/people/craig-a-goldman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 12"
+represents: "us/states/tx/districts/12"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/tx/districts/12.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/dale-w-strong.md b/data/jurisdictions/us/people/dale-w-strong.md
index dd8acc0240..85a584c13e 100644
--- a/data/jurisdictions/us/people/dale-w-strong.md
+++ b/data/jurisdictions/us/people/dale-w-strong.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AL"
 district: "Congressional District 5"
+represents: "us/states/al/districts/05"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AL-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/al/districts/05.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/dan-crenshaw.md b/data/jurisdictions/us/people/dan-crenshaw.md
index 3dad942d63..340d50e73f 100644
--- a/data/jurisdictions/us/people/dan-crenshaw.md
+++ b/data/jurisdictions/us/people/dan-crenshaw.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 2"
+represents: "us/states/tx/districts/02"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/tx/districts/02.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/dan-newhouse.md b/data/jurisdictions/us/people/dan-newhouse.md
index 21f70337f0..ecab314c33 100644
--- a/data/jurisdictions/us/people/dan-newhouse.md
+++ b/data/jurisdictions/us/people/dan-newhouse.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WA"
 district: "Congressional District 4"
+represents: "us/states/wa/districts/04"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WA-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/wa/districts/04.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/daniel-meuser.md b/data/jurisdictions/us/people/daniel-meuser.md
index b4277f6e4d..e1024641e7 100644
--- a/data/jurisdictions/us/people/daniel-meuser.md
+++ b/data/jurisdictions/us/people/daniel-meuser.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 9"
+represents: "us/states/pa/districts/09"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/pa/districts/09.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/daniel-s-goldman.md b/data/jurisdictions/us/people/daniel-s-goldman.md
index ee21510a16..a7e6cc7a5c 100644
--- a/data/jurisdictions/us/people/daniel-s-goldman.md
+++ b/data/jurisdictions/us/people/daniel-s-goldman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 10"
+represents: "us/states/ny/districts/10"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/ny/districts/10.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/daniel-webster.md b/data/jurisdictions/us/people/daniel-webster.md
index eec305fcca..09effe5f1f 100644
--- a/data/jurisdictions/us/people/daniel-webster.md
+++ b/data/jurisdictions/us/people/daniel-webster.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 11"
+represents: "us/states/fl/districts/11"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/fl/districts/11.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/danny-k-davis.md b/data/jurisdictions/us/people/danny-k-davis.md
index ee15cdd5f8..8be95a6db4 100644
--- a/data/jurisdictions/us/people/danny-k-davis.md
+++ b/data/jurisdictions/us/people/danny-k-davis.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 7"
+represents: "us/states/il/districts/07"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/il/districts/07.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/darin-lahood.md b/data/jurisdictions/us/people/darin-lahood.md
index 6c6f612c12..21538d907d 100644
--- a/data/jurisdictions/us/people/darin-lahood.md
+++ b/data/jurisdictions/us/people/darin-lahood.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 16"
+represents: "us/states/il/districts/16"
 committees:
   - name: "House Permanent Select Committee on Intelligence"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-16 (Congressional District 16).
 
+Represents [Congressional District 16](/us/states/il/districts/16.md).
+
 ## Committees
 
 - [House Permanent Select Committee on Intelligence](/us/bodies/house/committees/house-permanent-select-committee-on-intelligence.md)
diff --git a/data/jurisdictions/us/people/darrell-issa.md b/data/jurisdictions/us/people/darrell-issa.md
index f8228ba77f..b448314c82 100644
--- a/data/jurisdictions/us/people/darrell-issa.md
+++ b/data/jurisdictions/us/people/darrell-issa.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 48"
+represents: "us/states/ca/districts/48"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-48 (Congressional District 48).
 
+Represents [Congressional District 48](/us/states/ca/districts/48.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/darren-soto.md b/data/jurisdictions/us/people/darren-soto.md
index 227e4348db..7062ab5c0a 100644
--- a/data/jurisdictions/us/people/darren-soto.md
+++ b/data/jurisdictions/us/people/darren-soto.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 9"
+represents: "us/states/fl/districts/09"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/fl/districts/09.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/dave-min.md b/data/jurisdictions/us/people/dave-min.md
index c76337f3db..55029973c2 100644
--- a/data/jurisdictions/us/people/dave-min.md
+++ b/data/jurisdictions/us/people/dave-min.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 47"
+represents: "us/states/ca/districts/47"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-47 (Congressional District 47).
 
+Represents [Congressional District 47](/us/states/ca/districts/47.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/david-g-valadao.md b/data/jurisdictions/us/people/david-g-valadao.md
index 5a062ea86f..da12524b40 100644
--- a/data/jurisdictions/us/people/david-g-valadao.md
+++ b/data/jurisdictions/us/people/david-g-valadao.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 22"
+represents: "us/states/ca/districts/22"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-22 (Congressional District 22).
 
+Represents [Congressional District 22](/us/states/ca/districts/22.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/david-j-taylor.md b/data/jurisdictions/us/people/david-j-taylor.md
index f23af74c2d..1423999e67 100644
--- a/data/jurisdictions/us/people/david-j-taylor.md
+++ b/data/jurisdictions/us/people/david-j-taylor.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 2"
+represents: "us/states/oh/districts/02"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/oh/districts/02.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/david-kustoff.md b/data/jurisdictions/us/people/david-kustoff.md
index d262df3e27..358bc48f95 100644
--- a/data/jurisdictions/us/people/david-kustoff.md
+++ b/data/jurisdictions/us/people/david-kustoff.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TN"
 district: "Congressional District 8"
+represents: "us/states/tn/districts/08"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TN-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/tn/districts/08.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/david-p-joyce.md b/data/jurisdictions/us/people/david-p-joyce.md
index bf34b38bb8..dc651299fc 100644
--- a/data/jurisdictions/us/people/david-p-joyce.md
+++ b/data/jurisdictions/us/people/david-p-joyce.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 14"
+represents: "us/states/oh/districts/14"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-14 (Congressional District 14).
 
+Represents [Congressional District 14](/us/states/oh/districts/14.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/david-rouzer.md b/data/jurisdictions/us/people/david-rouzer.md
index 359c30619e..b056d17f53 100644
--- a/data/jurisdictions/us/people/david-rouzer.md
+++ b/data/jurisdictions/us/people/david-rouzer.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 7"
+represents: "us/states/nc/districts/07"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/nc/districts/07.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/david-schweikert.md b/data/jurisdictions/us/people/david-schweikert.md
index da7ef45361..88da651d6c 100644
--- a/data/jurisdictions/us/people/david-schweikert.md
+++ b/data/jurisdictions/us/people/david-schweikert.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AZ"
 district: "Congressional District 1"
+represents: "us/states/az/districts/01"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AZ-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/az/districts/01.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/debbie-dingell.md b/data/jurisdictions/us/people/debbie-dingell.md
index c93a1823ef..bc47f5342f 100644
--- a/data/jurisdictions/us/people/debbie-dingell.md
+++ b/data/jurisdictions/us/people/debbie-dingell.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 6"
+represents: "us/states/mi/districts/06"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/mi/districts/06.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/debbie-wasserman-schultz.md b/data/jurisdictions/us/people/debbie-wasserman-schultz.md
index 3cbde2b6cc..48c4b8be2c 100644
--- a/data/jurisdictions/us/people/debbie-wasserman-schultz.md
+++ b/data/jurisdictions/us/people/debbie-wasserman-schultz.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 25"
+represents: "us/states/fl/districts/25"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-25 (Congressional District 25).
 
+Represents [Congressional District 25](/us/states/fl/districts/25.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/deborah-k-ross.md b/data/jurisdictions/us/people/deborah-k-ross.md
index fb1bce2943..8e778b69ca 100644
--- a/data/jurisdictions/us/people/deborah-k-ross.md
+++ b/data/jurisdictions/us/people/deborah-k-ross.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 2"
+represents: "us/states/nc/districts/02"
 committees:
   - name: "House Committee on Ethics"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/nc/districts/02.md).
+
 ## Committees
 
 - [House Committee on Ethics](/us/bodies/house/committees/ethics.md)
diff --git a/data/jurisdictions/us/people/delia-c-ramirez.md b/data/jurisdictions/us/people/delia-c-ramirez.md
index 3c9e23ec75..95b695aecc 100644
--- a/data/jurisdictions/us/people/delia-c-ramirez.md
+++ b/data/jurisdictions/us/people/delia-c-ramirez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 3"
+represents: "us/states/il/districts/03"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/il/districts/03.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/derek-schmidt.md b/data/jurisdictions/us/people/derek-schmidt.md
index 3bda968ee4..0a815f7f57 100644
--- a/data/jurisdictions/us/people/derek-schmidt.md
+++ b/data/jurisdictions/us/people/derek-schmidt.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "KS"
 district: "Congressional District 2"
+represents: "us/states/ks/districts/02"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -71,6 +72,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - KS-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ks/districts/02.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/derek-tran.md b/data/jurisdictions/us/people/derek-tran.md
index 27ffb4dc1c..5d2a1dd944 100644
--- a/data/jurisdictions/us/people/derek-tran.md
+++ b/data/jurisdictions/us/people/derek-tran.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 45"
+represents: "us/states/ca/districts/45"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-45 (Congressional District 45).
 
+Represents [Congressional District 45](/us/states/ca/districts/45.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/derrick-van-orden.md b/data/jurisdictions/us/people/derrick-van-orden.md
index 898f439c90..255b1b4f22 100644
--- a/data/jurisdictions/us/people/derrick-van-orden.md
+++ b/data/jurisdictions/us/people/derrick-van-orden.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WI"
 district: "Congressional District 3"
+represents: "us/states/wi/districts/03"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WI-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/wi/districts/03.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/diana-degette.md b/data/jurisdictions/us/people/diana-degette.md
index d5c5abad6a..a0327cb7a1 100644
--- a/data/jurisdictions/us/people/diana-degette.md
+++ b/data/jurisdictions/us/people/diana-degette.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CO"
 district: "Congressional District 1"
+represents: "us/states/co/districts/01"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CO-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/co/districts/01.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/diana-harshbarger.md b/data/jurisdictions/us/people/diana-harshbarger.md
index c8d37930bb..2e97b492ab 100644
--- a/data/jurisdictions/us/people/diana-harshbarger.md
+++ b/data/jurisdictions/us/people/diana-harshbarger.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TN"
 district: "Congressional District 1"
+represents: "us/states/tn/districts/01"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TN-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/tn/districts/01.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/dina-titus.md b/data/jurisdictions/us/people/dina-titus.md
index dd5e0b9ff8..60383d22fc 100644
--- a/data/jurisdictions/us/people/dina-titus.md
+++ b/data/jurisdictions/us/people/dina-titus.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NV"
 district: "Congressional District 1"
+represents: "us/states/nv/districts/01"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NV-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/nv/districts/01.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/don-bacon.md b/data/jurisdictions/us/people/don-bacon.md
index 6c57b22949..74ee5cf0b5 100644
--- a/data/jurisdictions/us/people/don-bacon.md
+++ b/data/jurisdictions/us/people/don-bacon.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NE"
 district: "Congressional District 2"
+represents: "us/states/ne/districts/02"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NE-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ne/districts/02.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/donald-g-davis.md b/data/jurisdictions/us/people/donald-g-davis.md
index 099b0cffec..6d1e6ff6e6 100644
--- a/data/jurisdictions/us/people/donald-g-davis.md
+++ b/data/jurisdictions/us/people/donald-g-davis.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 1"
+represents: "us/states/nc/districts/01"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/nc/districts/01.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/donald-norcross.md b/data/jurisdictions/us/people/donald-norcross.md
index 1692055ca5..1ab4a958bd 100644
--- a/data/jurisdictions/us/people/donald-norcross.md
+++ b/data/jurisdictions/us/people/donald-norcross.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 1"
+represents: "us/states/nj/districts/01"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/nj/districts/01.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/donald-s-beyer-jr.md b/data/jurisdictions/us/people/donald-s-beyer-jr.md
index 1dc41b8aed..ea9ea7c50b 100644
--- a/data/jurisdictions/us/people/donald-s-beyer-jr.md
+++ b/data/jurisdictions/us/people/donald-s-beyer-jr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 8"
+represents: "us/states/va/districts/08"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/va/districts/08.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/doris-o-matsui.md b/data/jurisdictions/us/people/doris-o-matsui.md
index 7824af312a..a1c65edf93 100644
--- a/data/jurisdictions/us/people/doris-o-matsui.md
+++ b/data/jurisdictions/us/people/doris-o-matsui.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 7"
+represents: "us/states/ca/districts/07"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/ca/districts/07.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/dusty-johnson.md b/data/jurisdictions/us/people/dusty-johnson.md
index f25cbafd90..aa8bec4811 100644
--- a/data/jurisdictions/us/people/dusty-johnson.md
+++ b/data/jurisdictions/us/people/dusty-johnson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "SD"
 district: "Congressional District (at Large)"
+represents: "us/states/sd/districts/00"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - SD At-Large (Congressional District (at Large)).
 
+Represents [Congressional District (at Large)](/us/states/sd/districts/00.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/dwight-evans.md b/data/jurisdictions/us/people/dwight-evans.md
index 9cf1f5c8d2..af1d6658d0 100644
--- a/data/jurisdictions/us/people/dwight-evans.md
+++ b/data/jurisdictions/us/people/dwight-evans.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 3"
+represents: "us/states/pa/districts/03"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/pa/districts/03.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/earl-l-buddy-carter.md b/data/jurisdictions/us/people/earl-l-buddy-carter.md
index 6508405a06..b198f1ac8a 100644
--- a/data/jurisdictions/us/people/earl-l-buddy-carter.md
+++ b/data/jurisdictions/us/people/earl-l-buddy-carter.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 1"
+represents: "us/states/ga/districts/01"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ga/districts/01.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/ed-case.md b/data/jurisdictions/us/people/ed-case.md
index b649fbbcc3..4b10e38bbe 100644
--- a/data/jurisdictions/us/people/ed-case.md
+++ b/data/jurisdictions/us/people/ed-case.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "HI"
 district: "Congressional District 1"
+represents: "us/states/hi/districts/01"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - HI-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/hi/districts/01.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/elijah-crane.md b/data/jurisdictions/us/people/elijah-crane.md
index d18cf30e04..a3b7675e1e 100644
--- a/data/jurisdictions/us/people/elijah-crane.md
+++ b/data/jurisdictions/us/people/elijah-crane.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AZ"
 district: "Congressional District 2"
+represents: "us/states/az/districts/02"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AZ-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/az/districts/02.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/elise-m-stefanik.md b/data/jurisdictions/us/people/elise-m-stefanik.md
index 42eba4b87d..ea5a68340e 100644
--- a/data/jurisdictions/us/people/elise-m-stefanik.md
+++ b/data/jurisdictions/us/people/elise-m-stefanik.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 21"
+represents: "us/states/ny/districts/21"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-21 (Congressional District 21).
 
+Represents [Congressional District 21](/us/states/ny/districts/21.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/emanuel-cleaver.md b/data/jurisdictions/us/people/emanuel-cleaver.md
index 17fc970603..93481fcab3 100644
--- a/data/jurisdictions/us/people/emanuel-cleaver.md
+++ b/data/jurisdictions/us/people/emanuel-cleaver.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MO"
 district: "Congressional District 5"
+represents: "us/states/mo/districts/05"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MO-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/mo/districts/05.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/emilia-strong-sykes.md b/data/jurisdictions/us/people/emilia-strong-sykes.md
index 42a9fc66a4..c8ac9a7a6d 100644
--- a/data/jurisdictions/us/people/emilia-strong-sykes.md
+++ b/data/jurisdictions/us/people/emilia-strong-sykes.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 13"
+represents: "us/states/oh/districts/13"
 committees:
   - name: "House Committee on Science, Space, and Technology"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-13 (Congressional District 13).
 
+Represents [Congressional District 13](/us/states/oh/districts/13.md).
+
 ## Committees
 
 - [House Committee on Science, Space, and Technology](/us/bodies/house/committees/science-space-and-technology.md)
diff --git a/data/jurisdictions/us/people/emily-randall.md b/data/jurisdictions/us/people/emily-randall.md
index 12438e6288..b19920a98c 100644
--- a/data/jurisdictions/us/people/emily-randall.md
+++ b/data/jurisdictions/us/people/emily-randall.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WA"
 district: "Congressional District 6"
+represents: "us/states/wa/districts/06"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WA-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/wa/districts/06.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/eric-a-rick-crawford.md b/data/jurisdictions/us/people/eric-a-rick-crawford.md
index 50b77b742b..c69e807de4 100644
--- a/data/jurisdictions/us/people/eric-a-rick-crawford.md
+++ b/data/jurisdictions/us/people/eric-a-rick-crawford.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AR"
 district: "Congressional District 1"
+represents: "us/states/ar/districts/01"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AR-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ar/districts/01.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/eric-burlison.md b/data/jurisdictions/us/people/eric-burlison.md
index ca4ed6c873..c21545a4d9 100644
--- a/data/jurisdictions/us/people/eric-burlison.md
+++ b/data/jurisdictions/us/people/eric-burlison.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MO"
 district: "Congressional District 7"
+represents: "us/states/mo/districts/07"
 committees:
   - name: "House Committee on Oversight and Government Reform"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MO-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/mo/districts/07.md).
+
 ## Committees
 
 - [House Committee on Oversight and Government Reform](/us/bodies/house/committees/oversight-and-government-reform.md)
diff --git a/data/jurisdictions/us/people/eric-sorensen.md b/data/jurisdictions/us/people/eric-sorensen.md
index 4506990ac4..d74140502a 100644
--- a/data/jurisdictions/us/people/eric-sorensen.md
+++ b/data/jurisdictions/us/people/eric-sorensen.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 17"
+represents: "us/states/il/districts/17"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-17 (Congressional District 17).
 
+Represents [Congressional District 17](/us/states/il/districts/17.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/erin-houchin.md b/data/jurisdictions/us/people/erin-houchin.md
index 0a1198559a..251d98f99d 100644
--- a/data/jurisdictions/us/people/erin-houchin.md
+++ b/data/jurisdictions/us/people/erin-houchin.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IN"
 district: "Congressional District 9"
+represents: "us/states/in/districts/09"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IN-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/in/districts/09.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/eugene-simon-vindman.md b/data/jurisdictions/us/people/eugene-simon-vindman.md
index 510fd3e8ef..fd3a06bd0a 100644
--- a/data/jurisdictions/us/people/eugene-simon-vindman.md
+++ b/data/jurisdictions/us/people/eugene-simon-vindman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 7"
+represents: "us/states/va/districts/07"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/va/districts/07.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/frank-d-lucas.md b/data/jurisdictions/us/people/frank-d-lucas.md
index 077a786471..5bf5a6c40a 100644
--- a/data/jurisdictions/us/people/frank-d-lucas.md
+++ b/data/jurisdictions/us/people/frank-d-lucas.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OK"
 district: "Congressional District 3"
+represents: "us/states/ok/districts/03"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OK-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ok/districts/03.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/frank-j-mrvan.md b/data/jurisdictions/us/people/frank-j-mrvan.md
index 6eb97a4bac..38e94554a6 100644
--- a/data/jurisdictions/us/people/frank-j-mrvan.md
+++ b/data/jurisdictions/us/people/frank-j-mrvan.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IN"
 district: "Congressional District 1"
+represents: "us/states/in/districts/01"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IN-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/in/districts/01.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/frank-pallone-jr.md b/data/jurisdictions/us/people/frank-pallone-jr.md
index e446bf0344..02822e6495 100644
--- a/data/jurisdictions/us/people/frank-pallone-jr.md
+++ b/data/jurisdictions/us/people/frank-pallone-jr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 6"
+represents: "us/states/nj/districts/06"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "ranking-member"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/nj/districts/06.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/frederica-s-wilson.md b/data/jurisdictions/us/people/frederica-s-wilson.md
index 8b6072fea3..bf97d33b0c 100644
--- a/data/jurisdictions/us/people/frederica-s-wilson.md
+++ b/data/jurisdictions/us/people/frederica-s-wilson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 24"
+represents: "us/states/fl/districts/24"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-24 (Congressional District 24).
 
+Represents [Congressional District 24](/us/states/fl/districts/24.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/gabe-amo.md b/data/jurisdictions/us/people/gabe-amo.md
index 26e5363426..80ab961778 100644
--- a/data/jurisdictions/us/people/gabe-amo.md
+++ b/data/jurisdictions/us/people/gabe-amo.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "RI"
 district: "Congressional District 1"
+represents: "us/states/ri/districts/01"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - RI-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ri/districts/01.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/gabe-evans.md b/data/jurisdictions/us/people/gabe-evans.md
index 1581a70394..efeedb863e 100644
--- a/data/jurisdictions/us/people/gabe-evans.md
+++ b/data/jurisdictions/us/people/gabe-evans.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CO"
 district: "Congressional District 8"
+represents: "us/states/co/districts/08"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CO-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/co/districts/08.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/gabe-vasquez.md b/data/jurisdictions/us/people/gabe-vasquez.md
index d9951e7e32..35aa7b6643 100644
--- a/data/jurisdictions/us/people/gabe-vasquez.md
+++ b/data/jurisdictions/us/people/gabe-vasquez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NM"
 district: "Congressional District 2"
+represents: "us/states/nm/districts/02"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NM-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/nm/districts/02.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/gary-j-palmer.md b/data/jurisdictions/us/people/gary-j-palmer.md
index a5bb3c950f..824e2e1b91 100644
--- a/data/jurisdictions/us/people/gary-j-palmer.md
+++ b/data/jurisdictions/us/people/gary-j-palmer.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AL"
 district: "Congressional District 6"
+represents: "us/states/al/districts/06"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AL-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/al/districts/06.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/george-latimer.md b/data/jurisdictions/us/people/george-latimer.md
index 651aec0551..bb9696844b 100644
--- a/data/jurisdictions/us/people/george-latimer.md
+++ b/data/jurisdictions/us/people/george-latimer.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 16"
+represents: "us/states/ny/districts/16"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-16 (Congressional District 16).
 
+Represents [Congressional District 16](/us/states/ny/districts/16.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/george-whitesides.md b/data/jurisdictions/us/people/george-whitesides.md
index 58b0e4e583..002eb4acdb 100644
--- a/data/jurisdictions/us/people/george-whitesides.md
+++ b/data/jurisdictions/us/people/george-whitesides.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 27"
+represents: "us/states/ca/districts/27"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-27 (Congressional District 27).
 
+Represents [Congressional District 27](/us/states/ca/districts/27.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/gilbert-ray-cisneros-jr.md b/data/jurisdictions/us/people/gilbert-ray-cisneros-jr.md
index 8f9b1bb663..0a76a9f800 100644
--- a/data/jurisdictions/us/people/gilbert-ray-cisneros-jr.md
+++ b/data/jurisdictions/us/people/gilbert-ray-cisneros-jr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 31"
+represents: "us/states/ca/districts/31"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-31 (Congressional District 31).
 
+Represents [Congressional District 31](/us/states/ca/districts/31.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/glenn-grothman.md b/data/jurisdictions/us/people/glenn-grothman.md
index 911532afef..14f7c925f2 100644
--- a/data/jurisdictions/us/people/glenn-grothman.md
+++ b/data/jurisdictions/us/people/glenn-grothman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WI"
 district: "Congressional District 6"
+represents: "us/states/wi/districts/06"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WI-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/wi/districts/06.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/glenn-ivey.md b/data/jurisdictions/us/people/glenn-ivey.md
index 2159635f07..8f8a71160d 100644
--- a/data/jurisdictions/us/people/glenn-ivey.md
+++ b/data/jurisdictions/us/people/glenn-ivey.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MD"
 district: "Congressional District 4"
+represents: "us/states/md/districts/04"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MD-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/md/districts/04.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/glenn-thompson.md b/data/jurisdictions/us/people/glenn-thompson.md
index 5db9269f54..bde9df53f2 100644
--- a/data/jurisdictions/us/people/glenn-thompson.md
+++ b/data/jurisdictions/us/people/glenn-thompson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 15"
+represents: "us/states/pa/districts/15"
 committees:
   - name: "House Committee on Agriculture"
     role: "chair"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-15 (Congressional District 15).
 
+Represents [Congressional District 15](/us/states/pa/districts/15.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md) — **chair**
diff --git a/data/jurisdictions/us/people/grace-meng.md b/data/jurisdictions/us/people/grace-meng.md
index 91894b47e7..4a1651957a 100644
--- a/data/jurisdictions/us/people/grace-meng.md
+++ b/data/jurisdictions/us/people/grace-meng.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 6"
+represents: "us/states/ny/districts/06"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/ny/districts/06.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/greg-casar.md b/data/jurisdictions/us/people/greg-casar.md
index f6373ffb04..5beb2a0ab8 100644
--- a/data/jurisdictions/us/people/greg-casar.md
+++ b/data/jurisdictions/us/people/greg-casar.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 35"
+represents: "us/states/tx/districts/35"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-35 (Congressional District 35).
 
+Represents [Congressional District 35](/us/states/tx/districts/35.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/greg-landsman.md b/data/jurisdictions/us/people/greg-landsman.md
index 6f502568db..46e57c384e 100644
--- a/data/jurisdictions/us/people/greg-landsman.md
+++ b/data/jurisdictions/us/people/greg-landsman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 1"
+represents: "us/states/oh/districts/01"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/oh/districts/01.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/greg-stanton.md b/data/jurisdictions/us/people/greg-stanton.md
index 934fbb7ca4..5a619c80b4 100644
--- a/data/jurisdictions/us/people/greg-stanton.md
+++ b/data/jurisdictions/us/people/greg-stanton.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AZ"
 district: "Congressional District 4"
+represents: "us/states/az/districts/04"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AZ-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/az/districts/04.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/gregory-f-murphy.md b/data/jurisdictions/us/people/gregory-f-murphy.md
index 562b8862f7..f18db998f1 100644
--- a/data/jurisdictions/us/people/gregory-f-murphy.md
+++ b/data/jurisdictions/us/people/gregory-f-murphy.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 3"
+represents: "us/states/nc/districts/03"
 committees:
   - name: "House Committee on House Administration"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/nc/districts/03.md).
+
 ## Committees
 
 - [House Committee on House Administration](/us/bodies/house/committees/house-administration.md)
diff --git a/data/jurisdictions/us/people/gregory-w-meeks.md b/data/jurisdictions/us/people/gregory-w-meeks.md
index e90e5ad722..99d4331b65 100644
--- a/data/jurisdictions/us/people/gregory-w-meeks.md
+++ b/data/jurisdictions/us/people/gregory-w-meeks.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 5"
+represents: "us/states/ny/districts/05"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/ny/districts/05.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/gus-m-bilirakis.md b/data/jurisdictions/us/people/gus-m-bilirakis.md
index 9bae6ffe05..583c1d5576 100644
--- a/data/jurisdictions/us/people/gus-m-bilirakis.md
+++ b/data/jurisdictions/us/people/gus-m-bilirakis.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 12"
+represents: "us/states/fl/districts/12"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/fl/districts/12.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/guy-reschenthaler.md b/data/jurisdictions/us/people/guy-reschenthaler.md
index b67b63b6fa..ec22b87dfb 100644
--- a/data/jurisdictions/us/people/guy-reschenthaler.md
+++ b/data/jurisdictions/us/people/guy-reschenthaler.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 14"
+represents: "us/states/pa/districts/14"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-14 (Congressional District 14).
 
+Represents [Congressional District 14](/us/states/pa/districts/14.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/gwen-moore.md b/data/jurisdictions/us/people/gwen-moore.md
index 3a9ee40246..16576892e9 100644
--- a/data/jurisdictions/us/people/gwen-moore.md
+++ b/data/jurisdictions/us/people/gwen-moore.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WI"
 district: "Congressional District 4"
+represents: "us/states/wi/districts/04"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WI-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/wi/districts/04.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/h-morgan-griffith.md b/data/jurisdictions/us/people/h-morgan-griffith.md
index 3847971153..e4fec5a93d 100644
--- a/data/jurisdictions/us/people/h-morgan-griffith.md
+++ b/data/jurisdictions/us/people/h-morgan-griffith.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 9"
+represents: "us/states/va/districts/09"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/va/districts/09.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/hakeem-s-jeffries.md b/data/jurisdictions/us/people/hakeem-s-jeffries.md
index 5551fd0c84..708145228c 100644
--- a/data/jurisdictions/us/people/hakeem-s-jeffries.md
+++ b/data/jurisdictions/us/people/hakeem-s-jeffries.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 8"
+represents: "us/states/ny/districts/08"
 leadership:
   - role: "House Minority Leader"
     body: "H"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/ny/districts/08.md).
+
 ## Leadership
 
 - House Minority Leader (since 2025-01-03)
diff --git a/data/jurisdictions/us/people/haley-m-stevens.md b/data/jurisdictions/us/people/haley-m-stevens.md
index 25fd9d3dcc..be8ff0c6b6 100644
--- a/data/jurisdictions/us/people/haley-m-stevens.md
+++ b/data/jurisdictions/us/people/haley-m-stevens.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 11"
+represents: "us/states/mi/districts/11"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/mi/districts/11.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/harold-rogers.md b/data/jurisdictions/us/people/harold-rogers.md
index 271289995a..259990fdba 100644
--- a/data/jurisdictions/us/people/harold-rogers.md
+++ b/data/jurisdictions/us/people/harold-rogers.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "KY"
 district: "Congressional District 5"
+represents: "us/states/ky/districts/05"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - KY-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/ky/districts/05.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/harriet-m-hageman.md b/data/jurisdictions/us/people/harriet-m-hageman.md
index 9342348c74..bb4fdffa62 100644
--- a/data/jurisdictions/us/people/harriet-m-hageman.md
+++ b/data/jurisdictions/us/people/harriet-m-hageman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WY"
 district: "Congressional District (at Large)"
+represents: "us/states/wy/districts/00"
 committees:
   - name: "House Select Subcommittee to Investigate the Remaining Questions Surrounding January 6, 2021"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WY At-Large (Congressional District (at Large)).
 
+Represents [Congressional District (at Large)](/us/states/wy/districts/00.md).
+
 ## Committees
 
 - [House Select Subcommittee to Investigate the Remaining Questions Surrounding January 6, 2021](/us/bodies/house/committees/house-select-subcommittee-to-investigate-the-remaining-questions-surrounding-january-6-2021.md)
diff --git a/data/jurisdictions/us/people/henry-c-hank-johnson-jr.md b/data/jurisdictions/us/people/henry-c-hank-johnson-jr.md
index c42a30ce7e..57bf25ec70 100644
--- a/data/jurisdictions/us/people/henry-c-hank-johnson-jr.md
+++ b/data/jurisdictions/us/people/henry-c-hank-johnson-jr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 4"
+represents: "us/states/ga/districts/04"
 committees:
   - name: "House Committee on the Judiciary"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ga/districts/04.md).
+
 ## Committees
 
 - [House Committee on the Judiciary](/us/bodies/house/committees/the-judiciary.md)
diff --git a/data/jurisdictions/us/people/henry-cuellar.md b/data/jurisdictions/us/people/henry-cuellar.md
index 83f0c9072c..d5aa1b6a09 100644
--- a/data/jurisdictions/us/people/henry-cuellar.md
+++ b/data/jurisdictions/us/people/henry-cuellar.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 28"
+represents: "us/states/tx/districts/28"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-28 (Congressional District 28).
 
+Represents [Congressional District 28](/us/states/tx/districts/28.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/herbert-c-conaway-jr.md b/data/jurisdictions/us/people/herbert-c-conaway-jr.md
index 78c4c70781..238a96fd2f 100644
--- a/data/jurisdictions/us/people/herbert-c-conaway-jr.md
+++ b/data/jurisdictions/us/people/herbert-c-conaway-jr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 3"
+represents: "us/states/nj/districts/03"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/nj/districts/03.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/hillary-j-scholten.md b/data/jurisdictions/us/people/hillary-j-scholten.md
index 37e4de7bda..4cd89ed535 100644
--- a/data/jurisdictions/us/people/hillary-j-scholten.md
+++ b/data/jurisdictions/us/people/hillary-j-scholten.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 3"
+represents: "us/states/mi/districts/03"
 committees:
   - name: "House Committee on Small Business"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/mi/districts/03.md).
+
 ## Committees
 
 - [House Committee on Small Business](/us/bodies/house/committees/small-business.md)
diff --git a/data/jurisdictions/us/people/ilhan-omar.md b/data/jurisdictions/us/people/ilhan-omar.md
index f8b7e00dc2..cbf35f5e96 100644
--- a/data/jurisdictions/us/people/ilhan-omar.md
+++ b/data/jurisdictions/us/people/ilhan-omar.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MN"
 district: "Congressional District 5"
+represents: "us/states/mn/districts/05"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MN-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/mn/districts/05.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/j-french-hill.md b/data/jurisdictions/us/people/j-french-hill.md
index f5d1a83aaa..8fa9af9b60 100644
--- a/data/jurisdictions/us/people/j-french-hill.md
+++ b/data/jurisdictions/us/people/j-french-hill.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AR"
 district: "Congressional District 2"
+represents: "us/states/ar/districts/02"
 committees:
   - name: "House Committee on Financial Services"
     role: "chair"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AR-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ar/districts/02.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md) — **chair**
diff --git a/data/jurisdictions/us/people/j-luis-correa.md b/data/jurisdictions/us/people/j-luis-correa.md
index ab14a0d282..5cad1f0f6a 100644
--- a/data/jurisdictions/us/people/j-luis-correa.md
+++ b/data/jurisdictions/us/people/j-luis-correa.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 46"
+represents: "us/states/ca/districts/46"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-46 (Congressional District 46).
 
+Represents [Congressional District 46](/us/states/ca/districts/46.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/jack-bergman.md b/data/jurisdictions/us/people/jack-bergman.md
index b44de49fad..a444dc2cab 100644
--- a/data/jurisdictions/us/people/jack-bergman.md
+++ b/data/jurisdictions/us/people/jack-bergman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 1"
+represents: "us/states/mi/districts/01"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/mi/districts/01.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/jahana-hayes.md b/data/jurisdictions/us/people/jahana-hayes.md
index 3b36833169..905cc0c2ae 100644
--- a/data/jurisdictions/us/people/jahana-hayes.md
+++ b/data/jurisdictions/us/people/jahana-hayes.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CT"
 district: "Congressional District 5"
+represents: "us/states/ct/districts/05"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CT-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/ct/districts/05.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/jake-auchincloss.md b/data/jurisdictions/us/people/jake-auchincloss.md
index 3097782d79..42ad4a0786 100644
--- a/data/jurisdictions/us/people/jake-auchincloss.md
+++ b/data/jurisdictions/us/people/jake-auchincloss.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MA"
 district: "Congressional District 4"
+represents: "us/states/ma/districts/04"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MA-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ma/districts/04.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/jake-ellzey.md b/data/jurisdictions/us/people/jake-ellzey.md
index d631759b2e..6648fd8484 100644
--- a/data/jurisdictions/us/people/jake-ellzey.md
+++ b/data/jurisdictions/us/people/jake-ellzey.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 6"
+represents: "us/states/tx/districts/06"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/tx/districts/06.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/james-a-himes.md b/data/jurisdictions/us/people/james-a-himes.md
index cc4783efdf..816027f41f 100644
--- a/data/jurisdictions/us/people/james-a-himes.md
+++ b/data/jurisdictions/us/people/james-a-himes.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CT"
 district: "Congressional District 4"
+represents: "us/states/ct/districts/04"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -44,6 +45,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CT-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ct/districts/04.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/james-comer.md b/data/jurisdictions/us/people/james-comer.md
index fd9fb7f1a8..b913a9602d 100644
--- a/data/jurisdictions/us/people/james-comer.md
+++ b/data/jurisdictions/us/people/james-comer.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "KY"
 district: "Congressional District 1"
+represents: "us/states/ky/districts/01"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - KY-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ky/districts/01.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/james-e-clyburn.md b/data/jurisdictions/us/people/james-e-clyburn.md
index f69c9f249e..7cb759a091 100644
--- a/data/jurisdictions/us/people/james-e-clyburn.md
+++ b/data/jurisdictions/us/people/james-e-clyburn.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "SC"
 district: "Congressional District 6"
+represents: "us/states/sc/districts/06"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - SC-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/sc/districts/06.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/james-gallagher.md b/data/jurisdictions/us/people/james-gallagher.md
index 701f35d82b..c862b40097 100644
--- a/data/jurisdictions/us/people/james-gallagher.md
+++ b/data/jurisdictions/us/people/james-gallagher.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 1"
+represents: "us/states/ca/districts/01"
 tenure:
   start: "2026-06-10"
   current: true
@@ -34,6 +35,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ca/districts/01.md).
+
 ## Sources
 
 - tenure: House Clerk XML 2026-06-10
diff --git a/data/jurisdictions/us/people/james-p-mcgovern.md b/data/jurisdictions/us/people/james-p-mcgovern.md
index aa8fe6f2cc..fedd8bd413 100644
--- a/data/jurisdictions/us/people/james-p-mcgovern.md
+++ b/data/jurisdictions/us/people/james-p-mcgovern.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MA"
 district: "Congressional District 2"
+represents: "us/states/ma/districts/02"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MA-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ma/districts/02.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/james-r-baird.md b/data/jurisdictions/us/people/james-r-baird.md
index cb1c2dab5f..a52639792a 100644
--- a/data/jurisdictions/us/people/james-r-baird.md
+++ b/data/jurisdictions/us/people/james-r-baird.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IN"
 district: "Congressional District 4"
+represents: "us/states/in/districts/04"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -71,6 +72,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IN-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/in/districts/04.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/james-r-walkinshaw.md b/data/jurisdictions/us/people/james-r-walkinshaw.md
index 4dd5c9cc82..34a8979ea3 100644
--- a/data/jurisdictions/us/people/james-r-walkinshaw.md
+++ b/data/jurisdictions/us/people/james-r-walkinshaw.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 11"
+represents: "us/states/va/districts/11"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/va/districts/11.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/jamie-raskin.md b/data/jurisdictions/us/people/jamie-raskin.md
index 5ff7aa013c..4edf3acc84 100644
--- a/data/jurisdictions/us/people/jamie-raskin.md
+++ b/data/jurisdictions/us/people/jamie-raskin.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MD"
 district: "Congressional District 8"
+represents: "us/states/md/districts/08"
 committees:
   - name: "House Committee on the Judiciary"
     role: "ranking-member"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MD-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/md/districts/08.md).
+
 ## Committees
 
 - [House Committee on the Judiciary](/us/bodies/house/committees/the-judiciary.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/janelle-s-bynum.md b/data/jurisdictions/us/people/janelle-s-bynum.md
index b8b8cb06f7..1d3b476b86 100644
--- a/data/jurisdictions/us/people/janelle-s-bynum.md
+++ b/data/jurisdictions/us/people/janelle-s-bynum.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OR"
 district: "Congressional District 5"
+represents: "us/states/or/districts/05"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OR-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/or/districts/05.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/janice-d-schakowsky.md b/data/jurisdictions/us/people/janice-d-schakowsky.md
index 222e12edeb..06bbd96f7d 100644
--- a/data/jurisdictions/us/people/janice-d-schakowsky.md
+++ b/data/jurisdictions/us/people/janice-d-schakowsky.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 9"
+represents: "us/states/il/districts/09"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/il/districts/09.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/jared-f-golden.md b/data/jurisdictions/us/people/jared-f-golden.md
index d76d0c7b92..99cb9c9e74 100644
--- a/data/jurisdictions/us/people/jared-f-golden.md
+++ b/data/jurisdictions/us/people/jared-f-golden.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "ME"
 district: "Congressional District 2"
+represents: "us/states/me/districts/02"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - ME-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/me/districts/02.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/jared-huffman.md b/data/jurisdictions/us/people/jared-huffman.md
index 6be66c8161..f78b1683f3 100644
--- a/data/jurisdictions/us/people/jared-huffman.md
+++ b/data/jurisdictions/us/people/jared-huffman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 2"
+represents: "us/states/ca/districts/02"
 committees:
   - name: "House Committee on Natural Resources"
     role: "ranking-member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ca/districts/02.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/jared-moskowitz.md b/data/jurisdictions/us/people/jared-moskowitz.md
index 5c4f954056..a24d29c17c 100644
--- a/data/jurisdictions/us/people/jared-moskowitz.md
+++ b/data/jurisdictions/us/people/jared-moskowitz.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 23"
+represents: "us/states/fl/districts/23"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-23 (Congressional District 23).
 
+Represents [Congressional District 23](/us/states/fl/districts/23.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/jasmine-crockett.md b/data/jurisdictions/us/people/jasmine-crockett.md
index 9489718896..890f949fdc 100644
--- a/data/jurisdictions/us/people/jasmine-crockett.md
+++ b/data/jurisdictions/us/people/jasmine-crockett.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 30"
+represents: "us/states/tx/districts/30"
 committees:
   - name: "House Select Subcommittee to Investigate the Remaining Questions Surrounding January 6, 2021"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-30 (Congressional District 30).
 
+Represents [Congressional District 30](/us/states/tx/districts/30.md).
+
 ## Committees
 
 - [House Select Subcommittee to Investigate the Remaining Questions Surrounding January 6, 2021](/us/bodies/house/committees/house-select-subcommittee-to-investigate-the-remaining-questions-surrounding-january-6-2021.md)
diff --git a/data/jurisdictions/us/people/jason-crow.md b/data/jurisdictions/us/people/jason-crow.md
index 176893dfbf..a317ebe83c 100644
--- a/data/jurisdictions/us/people/jason-crow.md
+++ b/data/jurisdictions/us/people/jason-crow.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CO"
 district: "Congressional District 6"
+represents: "us/states/co/districts/06"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CO-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/co/districts/06.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/jason-smith.md b/data/jurisdictions/us/people/jason-smith.md
index c32bfbbc51..81b4de5e96 100644
--- a/data/jurisdictions/us/people/jason-smith.md
+++ b/data/jurisdictions/us/people/jason-smith.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MO"
 district: "Congressional District 8"
+represents: "us/states/mo/districts/08"
 committees:
   - name: "House Committee on Ways and Means"
     role: "chair"
@@ -44,6 +45,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MO-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/mo/districts/08.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md) — **chair**
diff --git a/data/jurisdictions/us/people/jay-obernolte.md b/data/jurisdictions/us/people/jay-obernolte.md
index 8b1965958c..582cb84f04 100644
--- a/data/jurisdictions/us/people/jay-obernolte.md
+++ b/data/jurisdictions/us/people/jay-obernolte.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 23"
+represents: "us/states/ca/districts/23"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-23 (Congressional District 23).
 
+Represents [Congressional District 23](/us/states/ca/districts/23.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/jeff-crank.md b/data/jurisdictions/us/people/jeff-crank.md
index 15ef57944d..1f24aca8ad 100644
--- a/data/jurisdictions/us/people/jeff-crank.md
+++ b/data/jurisdictions/us/people/jeff-crank.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CO"
 district: "Congressional District 5"
+represents: "us/states/co/districts/05"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CO-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/co/districts/05.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/jeff-hurd.md b/data/jurisdictions/us/people/jeff-hurd.md
index 371d2b8619..79d3db850f 100644
--- a/data/jurisdictions/us/people/jeff-hurd.md
+++ b/data/jurisdictions/us/people/jeff-hurd.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CO"
 district: "Congressional District 3"
+represents: "us/states/co/districts/03"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CO-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/co/districts/03.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/jefferson-shreve.md b/data/jurisdictions/us/people/jefferson-shreve.md
index 4310f46c4f..3e79c2ff40 100644
--- a/data/jurisdictions/us/people/jefferson-shreve.md
+++ b/data/jurisdictions/us/people/jefferson-shreve.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IN"
 district: "Congressional District 6"
+represents: "us/states/in/districts/06"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IN-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/in/districts/06.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/jefferson-van-drew.md b/data/jurisdictions/us/people/jefferson-van-drew.md
index 7713dbc6ce..e5e3d023c3 100644
--- a/data/jurisdictions/us/people/jefferson-van-drew.md
+++ b/data/jurisdictions/us/people/jefferson-van-drew.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 2"
+represents: "us/states/nj/districts/02"
 committees:
   - name: "House Committee on the Judiciary"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/nj/districts/02.md).
+
 ## Committees
 
 - [House Committee on the Judiciary](/us/bodies/house/committees/the-judiciary.md)
diff --git a/data/jurisdictions/us/people/jennifer-a-kiggans.md b/data/jurisdictions/us/people/jennifer-a-kiggans.md
index 4f4c5b2e4b..625ac6cbc5 100644
--- a/data/jurisdictions/us/people/jennifer-a-kiggans.md
+++ b/data/jurisdictions/us/people/jennifer-a-kiggans.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 2"
+represents: "us/states/va/districts/02"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/va/districts/02.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/jennifer-l-mcclellan.md b/data/jurisdictions/us/people/jennifer-l-mcclellan.md
index 996730e849..d0d4db3245 100644
--- a/data/jurisdictions/us/people/jennifer-l-mcclellan.md
+++ b/data/jurisdictions/us/people/jennifer-l-mcclellan.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 4"
+represents: "us/states/va/districts/04"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/va/districts/04.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/jerrold-nadler.md b/data/jurisdictions/us/people/jerrold-nadler.md
index c8f4a75911..5d0d4f6ae9 100644
--- a/data/jurisdictions/us/people/jerrold-nadler.md
+++ b/data/jurisdictions/us/people/jerrold-nadler.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 12"
+represents: "us/states/ny/districts/12"
 committees:
   - name: "House Committee on the Judiciary"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/ny/districts/12.md).
+
 ## Committees
 
 - [House Committee on the Judiciary](/us/bodies/house/committees/the-judiciary.md)
diff --git a/data/jurisdictions/us/people/jesus-g-chuy-garcia.md b/data/jurisdictions/us/people/jesus-g-chuy-garcia.md
index 59d98a9b5d..23d727e393 100644
--- a/data/jurisdictions/us/people/jesus-g-chuy-garcia.md
+++ b/data/jurisdictions/us/people/jesus-g-chuy-garcia.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 4"
+represents: "us/states/il/districts/04"
 committees:
   - name: "House Committee on the Judiciary"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/il/districts/04.md).
+
 ## Committees
 
 - [House Committee on the Judiciary](/us/bodies/house/committees/the-judiciary.md)
diff --git a/data/jurisdictions/us/people/jill-n-tokuda.md b/data/jurisdictions/us/people/jill-n-tokuda.md
index 469fce989e..d3b5747213 100644
--- a/data/jurisdictions/us/people/jill-n-tokuda.md
+++ b/data/jurisdictions/us/people/jill-n-tokuda.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "HI"
 district: "Congressional District 2"
+represents: "us/states/hi/districts/02"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - HI-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/hi/districts/02.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/jim-costa.md b/data/jurisdictions/us/people/jim-costa.md
index b833e691c9..4295ff6441 100644
--- a/data/jurisdictions/us/people/jim-costa.md
+++ b/data/jurisdictions/us/people/jim-costa.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 21"
+represents: "us/states/ca/districts/21"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-21 (Congressional District 21).
 
+Represents [Congressional District 21](/us/states/ca/districts/21.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/jim-jordan.md b/data/jurisdictions/us/people/jim-jordan.md
index cbdc4b6e1e..24d5000b9d 100644
--- a/data/jurisdictions/us/people/jim-jordan.md
+++ b/data/jurisdictions/us/people/jim-jordan.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 4"
+represents: "us/states/oh/districts/04"
 committees:
   - name: "House Committee on Oversight and Government Reform"
     role: "member"
@@ -44,6 +45,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/oh/districts/04.md).
+
 ## Committees
 
 - [House Committee on Oversight and Government Reform](/us/bodies/house/committees/oversight-and-government-reform.md)
diff --git a/data/jurisdictions/us/people/jimmy-gomez.md b/data/jurisdictions/us/people/jimmy-gomez.md
index 2193e00c3c..d339d41b58 100644
--- a/data/jurisdictions/us/people/jimmy-gomez.md
+++ b/data/jurisdictions/us/people/jimmy-gomez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 34"
+represents: "us/states/ca/districts/34"
 committees:
   - name: "House Permanent Select Committee on Intelligence"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-34 (Congressional District 34).
 
+Represents [Congressional District 34](/us/states/ca/districts/34.md).
+
 ## Committees
 
 - [House Permanent Select Committee on Intelligence](/us/bodies/house/committees/house-permanent-select-committee-on-intelligence.md)
diff --git a/data/jurisdictions/us/people/jimmy-panetta.md b/data/jurisdictions/us/people/jimmy-panetta.md
index eafca55d36..cbec4d6762 100644
--- a/data/jurisdictions/us/people/jimmy-panetta.md
+++ b/data/jurisdictions/us/people/jimmy-panetta.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 19"
+represents: "us/states/ca/districts/19"
 committees:
   - name: "House Committee on the Budget"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-19 (Congressional District 19).
 
+Represents [Congressional District 19](/us/states/ca/districts/19.md).
+
 ## Committees
 
 - [House Committee on the Budget](/us/bodies/house/committees/the-budget.md)
diff --git a/data/jurisdictions/us/people/jimmy-patronis.md b/data/jurisdictions/us/people/jimmy-patronis.md
index 7de8dd55c5..44ac17dfe7 100644
--- a/data/jurisdictions/us/people/jimmy-patronis.md
+++ b/data/jurisdictions/us/people/jimmy-patronis.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 1"
+represents: "us/states/fl/districts/01"
 committees:
   - name: "House Committee on Small Business"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/fl/districts/01.md).
+
 ## Committees
 
 - [House Committee on Small Business](/us/bodies/house/committees/small-business.md)
diff --git a/data/jurisdictions/us/people/joaquin-castro.md b/data/jurisdictions/us/people/joaquin-castro.md
index 7aec618330..93d639e182 100644
--- a/data/jurisdictions/us/people/joaquin-castro.md
+++ b/data/jurisdictions/us/people/joaquin-castro.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 20"
+represents: "us/states/tx/districts/20"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-20 (Congressional District 20).
 
+Represents [Congressional District 20](/us/states/tx/districts/20.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/jodey-c-arrington.md b/data/jurisdictions/us/people/jodey-c-arrington.md
index db6e11b8fc..5badcc9042 100644
--- a/data/jurisdictions/us/people/jodey-c-arrington.md
+++ b/data/jurisdictions/us/people/jodey-c-arrington.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 19"
+represents: "us/states/tx/districts/19"
 committees:
   - name: "House Committee on the Budget"
     role: "chair"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-19 (Congressional District 19).
 
+Represents [Congressional District 19](/us/states/tx/districts/19.md).
+
 ## Committees
 
 - [House Committee on the Budget](/us/bodies/house/committees/the-budget.md) — **chair**
diff --git a/data/jurisdictions/us/people/joe-courtney.md b/data/jurisdictions/us/people/joe-courtney.md
index 4c22d8f56d..1d4612b677 100644
--- a/data/jurisdictions/us/people/joe-courtney.md
+++ b/data/jurisdictions/us/people/joe-courtney.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CT"
 district: "Congressional District 2"
+represents: "us/states/ct/districts/02"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CT-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ct/districts/02.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/joe-neguse.md b/data/jurisdictions/us/people/joe-neguse.md
index 5e4d7a0c9d..d9535964c1 100644
--- a/data/jurisdictions/us/people/joe-neguse.md
+++ b/data/jurisdictions/us/people/joe-neguse.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CO"
 district: "Congressional District 2"
+represents: "us/states/co/districts/02"
 leadership:
   - role: "Assistant House Minority Leader"
     body: "H"
@@ -66,6 +67,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CO-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/co/districts/02.md).
+
 ## Leadership
 
 - Assistant House Minority Leader (since 2025-01-03)
diff --git a/data/jurisdictions/us/people/joe-wilson.md b/data/jurisdictions/us/people/joe-wilson.md
index f5c1888330..d155e58b5e 100644
--- a/data/jurisdictions/us/people/joe-wilson.md
+++ b/data/jurisdictions/us/people/joe-wilson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "SC"
 district: "Congressional District 2"
+represents: "us/states/sc/districts/02"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - SC-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/sc/districts/02.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/john-b-larson.md b/data/jurisdictions/us/people/john-b-larson.md
index b3c84a442c..565e5bac49 100644
--- a/data/jurisdictions/us/people/john-b-larson.md
+++ b/data/jurisdictions/us/people/john-b-larson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CT"
 district: "Congressional District 1"
+represents: "us/states/ct/districts/01"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CT-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ct/districts/01.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/john-garamendi.md b/data/jurisdictions/us/people/john-garamendi.md
index 5eb4eadaaf..c9b20739a3 100644
--- a/data/jurisdictions/us/people/john-garamendi.md
+++ b/data/jurisdictions/us/people/john-garamendi.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 8"
+represents: "us/states/ca/districts/08"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/ca/districts/08.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/john-h-rutherford.md b/data/jurisdictions/us/people/john-h-rutherford.md
index 36a0eaefa1..7f9104330e 100644
--- a/data/jurisdictions/us/people/john-h-rutherford.md
+++ b/data/jurisdictions/us/people/john-h-rutherford.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 5"
+represents: "us/states/fl/districts/05"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/fl/districts/05.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/john-j-mcguire-iii.md b/data/jurisdictions/us/people/john-j-mcguire-iii.md
index 174ceb824c..b3725b3f0b 100644
--- a/data/jurisdictions/us/people/john-j-mcguire-iii.md
+++ b/data/jurisdictions/us/people/john-j-mcguire-iii.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 5"
+represents: "us/states/va/districts/05"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/va/districts/05.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/john-james.md b/data/jurisdictions/us/people/john-james.md
index ea7882ba36..be380fb777 100644
--- a/data/jurisdictions/us/people/john-james.md
+++ b/data/jurisdictions/us/people/john-james.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 10"
+represents: "us/states/mi/districts/10"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/mi/districts/10.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/john-joyce.md b/data/jurisdictions/us/people/john-joyce.md
index 1fc3b7c3b5..00ccb1a6a2 100644
--- a/data/jurisdictions/us/people/john-joyce.md
+++ b/data/jurisdictions/us/people/john-joyce.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 13"
+represents: "us/states/pa/districts/13"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-13 (Congressional District 13).
 
+Represents [Congressional District 13](/us/states/pa/districts/13.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/john-r-carter.md b/data/jurisdictions/us/people/john-r-carter.md
index 7dfe6db263..3603640810 100644
--- a/data/jurisdictions/us/people/john-r-carter.md
+++ b/data/jurisdictions/us/people/john-r-carter.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 31"
+represents: "us/states/tx/districts/31"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-31 (Congressional District 31).
 
+Represents [Congressional District 31](/us/states/tx/districts/31.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/john-r-moolenaar.md b/data/jurisdictions/us/people/john-r-moolenaar.md
index 43c8bde743..dfe92b3b80 100644
--- a/data/jurisdictions/us/people/john-r-moolenaar.md
+++ b/data/jurisdictions/us/people/john-r-moolenaar.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 2"
+represents: "us/states/mi/districts/02"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/mi/districts/02.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/john-w-mannion.md b/data/jurisdictions/us/people/john-w-mannion.md
index c97688a83f..2b9d722249 100644
--- a/data/jurisdictions/us/people/john-w-mannion.md
+++ b/data/jurisdictions/us/people/john-w-mannion.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 22"
+represents: "us/states/ny/districts/22"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-22 (Congressional District 22).
 
+Represents [Congressional District 22](/us/states/ny/districts/22.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/john-w-rose.md b/data/jurisdictions/us/people/john-w-rose.md
index ec76780afa..14b81c47b4 100644
--- a/data/jurisdictions/us/people/john-w-rose.md
+++ b/data/jurisdictions/us/people/john-w-rose.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TN"
 district: "Congressional District 6"
+represents: "us/states/tn/districts/06"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TN-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/tn/districts/06.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/johnny-olszewski-jr.md b/data/jurisdictions/us/people/johnny-olszewski-jr.md
index 56228a893c..ec4dfe98b5 100644
--- a/data/jurisdictions/us/people/johnny-olszewski-jr.md
+++ b/data/jurisdictions/us/people/johnny-olszewski-jr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MD"
 district: "Congressional District 2"
+represents: "us/states/md/districts/02"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MD-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/md/districts/02.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/jonathan-l-jackson.md b/data/jurisdictions/us/people/jonathan-l-jackson.md
index 7e6aa0c835..c9c485603e 100644
--- a/data/jurisdictions/us/people/jonathan-l-jackson.md
+++ b/data/jurisdictions/us/people/jonathan-l-jackson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 1"
+represents: "us/states/il/districts/01"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/il/districts/01.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/joseph-d-morelle.md b/data/jurisdictions/us/people/joseph-d-morelle.md
index 6d26b6f79d..7a8f2ee0e4 100644
--- a/data/jurisdictions/us/people/joseph-d-morelle.md
+++ b/data/jurisdictions/us/people/joseph-d-morelle.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 25"
+represents: "us/states/ny/districts/25"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-25 (Congressional District 25).
 
+Represents [Congressional District 25](/us/states/ny/districts/25.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/josh-brecheen.md b/data/jurisdictions/us/people/josh-brecheen.md
index aa5918a0db..97b8b44f28 100644
--- a/data/jurisdictions/us/people/josh-brecheen.md
+++ b/data/jurisdictions/us/people/josh-brecheen.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OK"
 district: "Congressional District 2"
+represents: "us/states/ok/districts/02"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OK-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ok/districts/02.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/josh-gottheimer.md b/data/jurisdictions/us/people/josh-gottheimer.md
index bbc788baa3..1748d7f4ce 100644
--- a/data/jurisdictions/us/people/josh-gottheimer.md
+++ b/data/jurisdictions/us/people/josh-gottheimer.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 5"
+represents: "us/states/nj/districts/05"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/nj/districts/05.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/josh-harder.md b/data/jurisdictions/us/people/josh-harder.md
index 08f0e6dc74..57ba0c24f8 100644
--- a/data/jurisdictions/us/people/josh-harder.md
+++ b/data/jurisdictions/us/people/josh-harder.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 9"
+represents: "us/states/ca/districts/09"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/ca/districts/09.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/josh-riley.md b/data/jurisdictions/us/people/josh-riley.md
index 46b9c3cbb5..41f84f9aad 100644
--- a/data/jurisdictions/us/people/josh-riley.md
+++ b/data/jurisdictions/us/people/josh-riley.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 19"
+represents: "us/states/ny/districts/19"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-19 (Congressional District 19).
 
+Represents [Congressional District 19](/us/states/ny/districts/19.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/joyce-beatty.md b/data/jurisdictions/us/people/joyce-beatty.md
index b472a44ad8..37b2002786 100644
--- a/data/jurisdictions/us/people/joyce-beatty.md
+++ b/data/jurisdictions/us/people/joyce-beatty.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 3"
+represents: "us/states/oh/districts/03"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/oh/districts/03.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/juan-ciscomani.md b/data/jurisdictions/us/people/juan-ciscomani.md
index 92ed295b44..ac7ac1c10f 100644
--- a/data/jurisdictions/us/people/juan-ciscomani.md
+++ b/data/jurisdictions/us/people/juan-ciscomani.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AZ"
 district: "Congressional District 6"
+represents: "us/states/az/districts/06"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AZ-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/az/districts/06.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/juan-vargas.md b/data/jurisdictions/us/people/juan-vargas.md
index 2307eef489..87fe0b720d 100644
--- a/data/jurisdictions/us/people/juan-vargas.md
+++ b/data/jurisdictions/us/people/juan-vargas.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 52"
+represents: "us/states/ca/districts/52"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-52 (Congressional District 52).
 
+Represents [Congressional District 52](/us/states/ca/districts/52.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/judy-chu.md b/data/jurisdictions/us/people/judy-chu.md
index 8b7ba933ba..76d38336b2 100644
--- a/data/jurisdictions/us/people/judy-chu.md
+++ b/data/jurisdictions/us/people/judy-chu.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 28"
+represents: "us/states/ca/districts/28"
 committees:
   - name: "House Committee on the Budget"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-28 (Congressional District 28).
 
+Represents [Congressional District 28](/us/states/ca/districts/28.md).
+
 ## Committees
 
 - [House Committee on the Budget](/us/bodies/house/committees/the-budget.md)
diff --git a/data/jurisdictions/us/people/julia-brownley.md b/data/jurisdictions/us/people/julia-brownley.md
index 6f1d2f88e6..cff69ca018 100644
--- a/data/jurisdictions/us/people/julia-brownley.md
+++ b/data/jurisdictions/us/people/julia-brownley.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 26"
+represents: "us/states/ca/districts/26"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-26 (Congressional District 26).
 
+Represents [Congressional District 26](/us/states/ca/districts/26.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/julia-letlow.md b/data/jurisdictions/us/people/julia-letlow.md
index c85d06b10a..0e73d30fe7 100644
--- a/data/jurisdictions/us/people/julia-letlow.md
+++ b/data/jurisdictions/us/people/julia-letlow.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "LA"
 district: "Congressional District 5"
+represents: "us/states/la/districts/05"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - LA-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/la/districts/05.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/julie-fedorchak.md b/data/jurisdictions/us/people/julie-fedorchak.md
index dd2ebbf063..0b8a92dd9f 100644
--- a/data/jurisdictions/us/people/julie-fedorchak.md
+++ b/data/jurisdictions/us/people/julie-fedorchak.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "ND"
 district: "Congressional District (at Large)"
+represents: "us/states/nd/districts/00"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - ND At-Large (Congressional District (at Large)).
 
+Represents [Congressional District (at Large)](/us/states/nd/districts/00.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/julie-johnson.md b/data/jurisdictions/us/people/julie-johnson.md
index 6a5bc1bd45..80e1d1bdae 100644
--- a/data/jurisdictions/us/people/julie-johnson.md
+++ b/data/jurisdictions/us/people/julie-johnson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 32"
+represents: "us/states/tx/districts/32"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-32 (Congressional District 32).
 
+Represents [Congressional District 32](/us/states/tx/districts/32.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/kat-cammack.md b/data/jurisdictions/us/people/kat-cammack.md
index a52da6e605..2c9aaef9a1 100644
--- a/data/jurisdictions/us/people/kat-cammack.md
+++ b/data/jurisdictions/us/people/kat-cammack.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 3"
+represents: "us/states/fl/districts/03"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/fl/districts/03.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/katherine-m-clark.md b/data/jurisdictions/us/people/katherine-m-clark.md
index 550422cee1..83f1e062a4 100644
--- a/data/jurisdictions/us/people/katherine-m-clark.md
+++ b/data/jurisdictions/us/people/katherine-m-clark.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MA"
 district: "Congressional District 5"
+represents: "us/states/ma/districts/05"
 leadership:
   - role: "House Minority Whip"
     body: "H"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MA-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/ma/districts/05.md).
+
 ## Leadership
 
 - House Minority Whip (since 2025-01-03)
diff --git a/data/jurisdictions/us/people/kathy-castor.md b/data/jurisdictions/us/people/kathy-castor.md
index 10d665d209..24c2badd58 100644
--- a/data/jurisdictions/us/people/kathy-castor.md
+++ b/data/jurisdictions/us/people/kathy-castor.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 14"
+represents: "us/states/fl/districts/14"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-14 (Congressional District 14).
 
+Represents [Congressional District 14](/us/states/fl/districts/14.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/keith-self.md b/data/jurisdictions/us/people/keith-self.md
index 369858b38b..adfc84b40d 100644
--- a/data/jurisdictions/us/people/keith-self.md
+++ b/data/jurisdictions/us/people/keith-self.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 3"
+represents: "us/states/tx/districts/03"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/tx/districts/03.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/kelly-morrison.md b/data/jurisdictions/us/people/kelly-morrison.md
index e011683750..1c64c284c5 100644
--- a/data/jurisdictions/us/people/kelly-morrison.md
+++ b/data/jurisdictions/us/people/kelly-morrison.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MN"
 district: "Congressional District 3"
+represents: "us/states/mn/districts/03"
 committees:
   - name: "House Committee on Small Business"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MN-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/mn/districts/03.md).
+
 ## Committees
 
 - [House Committee on Small Business](/us/bodies/house/committees/small-business.md)
diff --git a/data/jurisdictions/us/people/ken-calvert.md b/data/jurisdictions/us/people/ken-calvert.md
index 33953f1266..daaa522060 100644
--- a/data/jurisdictions/us/people/ken-calvert.md
+++ b/data/jurisdictions/us/people/ken-calvert.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 41"
+represents: "us/states/ca/districts/41"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-41 (Congressional District 41).
 
+Represents [Congressional District 41](/us/states/ca/districts/41.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/kevin-hern.md b/data/jurisdictions/us/people/kevin-hern.md
index 021ad7f593..7463d8326a 100644
--- a/data/jurisdictions/us/people/kevin-hern.md
+++ b/data/jurisdictions/us/people/kevin-hern.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OK"
 district: "Congressional District 1"
+represents: "us/states/ok/districts/01"
 leadership:
   - role: "House Republican Policy Committee Chair"
     body: "H"
@@ -51,6 +52,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OK-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ok/districts/01.md).
+
 ## Leadership
 
 - House Republican Policy Committee Chair (since 2025-01-03)
diff --git a/data/jurisdictions/us/people/kevin-kiley.md b/data/jurisdictions/us/people/kevin-kiley.md
index 3c87b70101..a3de28c71b 100644
--- a/data/jurisdictions/us/people/kevin-kiley.md
+++ b/data/jurisdictions/us/people/kevin-kiley.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 3"
+represents: "us/states/ca/districts/03"
 tenure:
   start: "2025-01-03"
   current: true
@@ -34,6 +35,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ca/districts/03.md).
+
 ## Sources
 
 - tenure: House Clerk XML 2026-06-10
diff --git a/data/jurisdictions/us/people/kevin-mullin.md b/data/jurisdictions/us/people/kevin-mullin.md
index 9bff20541f..5628fe965b 100644
--- a/data/jurisdictions/us/people/kevin-mullin.md
+++ b/data/jurisdictions/us/people/kevin-mullin.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 15"
+represents: "us/states/ca/districts/15"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-15 (Congressional District 15).
 
+Represents [Congressional District 15](/us/states/ca/districts/15.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/kim-schrier.md b/data/jurisdictions/us/people/kim-schrier.md
index 8070d593df..6eea26be25 100644
--- a/data/jurisdictions/us/people/kim-schrier.md
+++ b/data/jurisdictions/us/people/kim-schrier.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WA"
 district: "Congressional District 8"
+represents: "us/states/wa/districts/08"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WA-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/wa/districts/08.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/kristen-mcdonald-rivet.md b/data/jurisdictions/us/people/kristen-mcdonald-rivet.md
index c468721e5d..b7be70e397 100644
--- a/data/jurisdictions/us/people/kristen-mcdonald-rivet.md
+++ b/data/jurisdictions/us/people/kristen-mcdonald-rivet.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 8"
+represents: "us/states/mi/districts/08"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/mi/districts/08.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/kweisi-mfume.md b/data/jurisdictions/us/people/kweisi-mfume.md
index 4f58aeed5b..ba8a3b87e3 100644
--- a/data/jurisdictions/us/people/kweisi-mfume.md
+++ b/data/jurisdictions/us/people/kweisi-mfume.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MD"
 district: "Congressional District 7"
+represents: "us/states/md/districts/07"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MD-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/md/districts/07.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/lamonica-mciver.md b/data/jurisdictions/us/people/lamonica-mciver.md
index 4338a52c9a..f139ece970 100644
--- a/data/jurisdictions/us/people/lamonica-mciver.md
+++ b/data/jurisdictions/us/people/lamonica-mciver.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 10"
+represents: "us/states/nj/districts/10"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/nj/districts/10.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/lance-gooden.md b/data/jurisdictions/us/people/lance-gooden.md
index 93c6a790f5..fd3012f58a 100644
--- a/data/jurisdictions/us/people/lance-gooden.md
+++ b/data/jurisdictions/us/people/lance-gooden.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 5"
+represents: "us/states/tx/districts/05"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/tx/districts/05.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/lateefah-simon.md b/data/jurisdictions/us/people/lateefah-simon.md
index 5a3510964a..892c7ef3d8 100644
--- a/data/jurisdictions/us/people/lateefah-simon.md
+++ b/data/jurisdictions/us/people/lateefah-simon.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 12"
+represents: "us/states/ca/districts/12"
 committees:
   - name: "House Committee on Oversight and Government Reform"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/ca/districts/12.md).
+
 ## Committees
 
 - [House Committee on Oversight and Government Reform](/us/bodies/house/committees/oversight-and-government-reform.md)
diff --git a/data/jurisdictions/us/people/laura-friedman.md b/data/jurisdictions/us/people/laura-friedman.md
index b93d201a18..00b420f4b5 100644
--- a/data/jurisdictions/us/people/laura-friedman.md
+++ b/data/jurisdictions/us/people/laura-friedman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 30"
+represents: "us/states/ca/districts/30"
 committees:
   - name: "House Committee on Science, Space, and Technology"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-30 (Congressional District 30).
 
+Represents [Congressional District 30](/us/states/ca/districts/30.md).
+
 ## Committees
 
 - [House Committee on Science, Space, and Technology](/us/bodies/house/committees/science-space-and-technology.md)
diff --git a/data/jurisdictions/us/people/laura-gillen.md b/data/jurisdictions/us/people/laura-gillen.md
index d9363db431..61672bfd06 100644
--- a/data/jurisdictions/us/people/laura-gillen.md
+++ b/data/jurisdictions/us/people/laura-gillen.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 4"
+represents: "us/states/ny/districts/04"
 committees:
   - name: "House Committee on Science, Space, and Technology"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ny/districts/04.md).
+
 ## Committees
 
 - [House Committee on Science, Space, and Technology](/us/bodies/house/committees/science-space-and-technology.md)
diff --git a/data/jurisdictions/us/people/laurel-m-lee.md b/data/jurisdictions/us/people/laurel-m-lee.md
index 684b9a2b05..b68f6255b7 100644
--- a/data/jurisdictions/us/people/laurel-m-lee.md
+++ b/data/jurisdictions/us/people/laurel-m-lee.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 15"
+represents: "us/states/fl/districts/15"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-15 (Congressional District 15).
 
+Represents [Congressional District 15](/us/states/fl/districts/15.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/lauren-boebert.md b/data/jurisdictions/us/people/lauren-boebert.md
index b1a11430e3..e7b1c81863 100644
--- a/data/jurisdictions/us/people/lauren-boebert.md
+++ b/data/jurisdictions/us/people/lauren-boebert.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CO"
 district: "Congressional District 4"
+represents: "us/states/co/districts/04"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CO-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/co/districts/04.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/lauren-underwood.md b/data/jurisdictions/us/people/lauren-underwood.md
index 25cfb765d7..523c6fc1e6 100644
--- a/data/jurisdictions/us/people/lauren-underwood.md
+++ b/data/jurisdictions/us/people/lauren-underwood.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 14"
+represents: "us/states/il/districts/14"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-14 (Congressional District 14).
 
+Represents [Congressional District 14](/us/states/il/districts/14.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/linda-t-sanchez.md b/data/jurisdictions/us/people/linda-t-sanchez.md
index f9a20b41f3..c280833f9c 100644
--- a/data/jurisdictions/us/people/linda-t-sanchez.md
+++ b/data/jurisdictions/us/people/linda-t-sanchez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 38"
+represents: "us/states/ca/districts/38"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-38 (Congressional District 38).
 
+Represents [Congressional District 38](/us/states/ca/districts/38.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/lisa-c-mcclain.md b/data/jurisdictions/us/people/lisa-c-mcclain.md
index 9c15a8bd21..59e188b197 100644
--- a/data/jurisdictions/us/people/lisa-c-mcclain.md
+++ b/data/jurisdictions/us/people/lisa-c-mcclain.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 9"
+represents: "us/states/mi/districts/09"
 leadership:
   - role: "House Republican Conference Chair"
     body: "H"
@@ -60,6 +61,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/mi/districts/09.md).
+
 ## Leadership
 
 - House Republican Conference Chair (since 2025-01-03)
diff --git a/data/jurisdictions/us/people/lizzie-fletcher.md b/data/jurisdictions/us/people/lizzie-fletcher.md
index b6175b1599..a1525c61b5 100644
--- a/data/jurisdictions/us/people/lizzie-fletcher.md
+++ b/data/jurisdictions/us/people/lizzie-fletcher.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 7"
+represents: "us/states/tx/districts/07"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/tx/districts/07.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/lloyd-doggett.md b/data/jurisdictions/us/people/lloyd-doggett.md
index e81e2488f7..f54769b470 100644
--- a/data/jurisdictions/us/people/lloyd-doggett.md
+++ b/data/jurisdictions/us/people/lloyd-doggett.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 37"
+represents: "us/states/tx/districts/37"
 committees:
   - name: "House Committee on the Budget"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-37 (Congressional District 37).
 
+Represents [Congressional District 37](/us/states/tx/districts/37.md).
+
 ## Committees
 
 - [House Committee on the Budget](/us/bodies/house/committees/the-budget.md)
diff --git a/data/jurisdictions/us/people/lloyd-smucker.md b/data/jurisdictions/us/people/lloyd-smucker.md
index 8fc4bbf5c8..cd50039a86 100644
--- a/data/jurisdictions/us/people/lloyd-smucker.md
+++ b/data/jurisdictions/us/people/lloyd-smucker.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 11"
+represents: "us/states/pa/districts/11"
 committees:
   - name: "House Committee on the Budget"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/pa/districts/11.md).
+
 ## Committees
 
 - [House Committee on the Budget](/us/bodies/house/committees/the-budget.md)
diff --git a/data/jurisdictions/us/people/lois-frankel.md b/data/jurisdictions/us/people/lois-frankel.md
index 4a8485b037..d8cbc4003a 100644
--- a/data/jurisdictions/us/people/lois-frankel.md
+++ b/data/jurisdictions/us/people/lois-frankel.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 22"
+represents: "us/states/fl/districts/22"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-22 (Congressional District 22).
 
+Represents [Congressional District 22](/us/states/fl/districts/22.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/lori-trahan.md b/data/jurisdictions/us/people/lori-trahan.md
index c129b57cdd..99315688fe 100644
--- a/data/jurisdictions/us/people/lori-trahan.md
+++ b/data/jurisdictions/us/people/lori-trahan.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MA"
 district: "Congressional District 3"
+represents: "us/states/ma/districts/03"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MA-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ma/districts/03.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/lucy-mcbath.md b/data/jurisdictions/us/people/lucy-mcbath.md
index 0c5ceef349..0071ed7a91 100644
--- a/data/jurisdictions/us/people/lucy-mcbath.md
+++ b/data/jurisdictions/us/people/lucy-mcbath.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 6"
+represents: "us/states/ga/districts/06"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/ga/districts/06.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/luz-m-rivas.md b/data/jurisdictions/us/people/luz-m-rivas.md
index bd8558d75c..e86788fbdc 100644
--- a/data/jurisdictions/us/people/luz-m-rivas.md
+++ b/data/jurisdictions/us/people/luz-m-rivas.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 29"
+represents: "us/states/ca/districts/29"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-29 (Congressional District 29).
 
+Represents [Congressional District 29](/us/states/ca/districts/29.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/madeleine-dean.md b/data/jurisdictions/us/people/madeleine-dean.md
index 96144f8807..5599fdfe80 100644
--- a/data/jurisdictions/us/people/madeleine-dean.md
+++ b/data/jurisdictions/us/people/madeleine-dean.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 4"
+represents: "us/states/pa/districts/04"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/pa/districts/04.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/maggie-goodlander.md b/data/jurisdictions/us/people/maggie-goodlander.md
index f9105c0f19..417e266a7f 100644
--- a/data/jurisdictions/us/people/maggie-goodlander.md
+++ b/data/jurisdictions/us/people/maggie-goodlander.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NH"
 district: "Congressional District 2"
+represents: "us/states/nh/districts/02"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NH-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/nh/districts/02.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/marc-a-veasey.md b/data/jurisdictions/us/people/marc-a-veasey.md
index cdb71d52fe..0df9c208d2 100644
--- a/data/jurisdictions/us/people/marc-a-veasey.md
+++ b/data/jurisdictions/us/people/marc-a-veasey.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 33"
+represents: "us/states/tx/districts/33"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-33 (Congressional District 33).
 
+Represents [Congressional District 33](/us/states/tx/districts/33.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/marcy-kaptur.md b/data/jurisdictions/us/people/marcy-kaptur.md
index 2a7f0964cf..4deaf66a46 100644
--- a/data/jurisdictions/us/people/marcy-kaptur.md
+++ b/data/jurisdictions/us/people/marcy-kaptur.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 9"
+represents: "us/states/oh/districts/09"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/oh/districts/09.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/maria-elvira-salazar.md b/data/jurisdictions/us/people/maria-elvira-salazar.md
index 82a7f3b2b7..e5f0f1f972 100644
--- a/data/jurisdictions/us/people/maria-elvira-salazar.md
+++ b/data/jurisdictions/us/people/maria-elvira-salazar.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 27"
+represents: "us/states/fl/districts/27"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-27 (Congressional District 27).
 
+Represents [Congressional District 27](/us/states/fl/districts/27.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/mariannette-miller-meeks.md b/data/jurisdictions/us/people/mariannette-miller-meeks.md
index 394cdf6340..cf87ce3772 100644
--- a/data/jurisdictions/us/people/mariannette-miller-meeks.md
+++ b/data/jurisdictions/us/people/mariannette-miller-meeks.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IA"
 district: "Congressional District 1"
+represents: "us/states/ia/districts/01"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IA-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ia/districts/01.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/marie-gluesenkamp-perez.md b/data/jurisdictions/us/people/marie-gluesenkamp-perez.md
index 78f463483e..5f238b5b35 100644
--- a/data/jurisdictions/us/people/marie-gluesenkamp-perez.md
+++ b/data/jurisdictions/us/people/marie-gluesenkamp-perez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WA"
 district: "Congressional District 3"
+represents: "us/states/wa/districts/03"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WA-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/wa/districts/03.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/marilyn-strickland.md b/data/jurisdictions/us/people/marilyn-strickland.md
index f123f5d575..7218abd974 100644
--- a/data/jurisdictions/us/people/marilyn-strickland.md
+++ b/data/jurisdictions/us/people/marilyn-strickland.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WA"
 district: "Congressional District 10"
+represents: "us/states/wa/districts/10"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WA-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/wa/districts/10.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/mario-diaz-balart.md b/data/jurisdictions/us/people/mario-diaz-balart.md
index db26f2eb8e..0b05755f86 100644
--- a/data/jurisdictions/us/people/mario-diaz-balart.md
+++ b/data/jurisdictions/us/people/mario-diaz-balart.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 26"
+represents: "us/states/fl/districts/26"
 committees:
   - name: "House Committee on Appropriations"
     role: "vice-chair"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-26 (Congressional District 26).
 
+Represents [Congressional District 26](/us/states/fl/districts/26.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md) — **vice-chair**
diff --git a/data/jurisdictions/us/people/mark-alford.md b/data/jurisdictions/us/people/mark-alford.md
index e9acdceac2..ba06e1671a 100644
--- a/data/jurisdictions/us/people/mark-alford.md
+++ b/data/jurisdictions/us/people/mark-alford.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MO"
 district: "Congressional District 4"
+represents: "us/states/mo/districts/04"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MO-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/mo/districts/04.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/mark-b-messmer.md b/data/jurisdictions/us/people/mark-b-messmer.md
index 1ab8eeec71..ce582466e0 100644
--- a/data/jurisdictions/us/people/mark-b-messmer.md
+++ b/data/jurisdictions/us/people/mark-b-messmer.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IN"
 district: "Congressional District 8"
+represents: "us/states/in/districts/08"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IN-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/in/districts/08.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/mark-desaulnier.md b/data/jurisdictions/us/people/mark-desaulnier.md
index 446d7824e3..5f907a51f6 100644
--- a/data/jurisdictions/us/people/mark-desaulnier.md
+++ b/data/jurisdictions/us/people/mark-desaulnier.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 10"
+represents: "us/states/ca/districts/10"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/ca/districts/10.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/mark-e-amodei.md b/data/jurisdictions/us/people/mark-e-amodei.md
index 54b699d84a..f41fe41661 100644
--- a/data/jurisdictions/us/people/mark-e-amodei.md
+++ b/data/jurisdictions/us/people/mark-e-amodei.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NV"
 district: "Congressional District 2"
+represents: "us/states/nv/districts/02"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NV-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/nv/districts/02.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/mark-harris.md b/data/jurisdictions/us/people/mark-harris.md
index cb43e77080..897c9d7f61 100644
--- a/data/jurisdictions/us/people/mark-harris.md
+++ b/data/jurisdictions/us/people/mark-harris.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 8"
+represents: "us/states/nc/districts/08"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/nc/districts/08.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/mark-pocan.md b/data/jurisdictions/us/people/mark-pocan.md
index ac4baa9a8b..7ec93b9546 100644
--- a/data/jurisdictions/us/people/mark-pocan.md
+++ b/data/jurisdictions/us/people/mark-pocan.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WI"
 district: "Congressional District 2"
+represents: "us/states/wi/districts/02"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WI-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/wi/districts/02.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/mark-takano.md b/data/jurisdictions/us/people/mark-takano.md
index d6705fb0f1..57b8d25997 100644
--- a/data/jurisdictions/us/people/mark-takano.md
+++ b/data/jurisdictions/us/people/mark-takano.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 39"
+represents: "us/states/ca/districts/39"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-39 (Congressional District 39).
 
+Represents [Congressional District 39](/us/states/ca/districts/39.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/marlin-a-stutzman.md b/data/jurisdictions/us/people/marlin-a-stutzman.md
index e51f21e530..7bd60a4b47 100644
--- a/data/jurisdictions/us/people/marlin-a-stutzman.md
+++ b/data/jurisdictions/us/people/marlin-a-stutzman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IN"
 district: "Congressional District 3"
+represents: "us/states/in/districts/03"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IN-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/in/districts/03.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/mary-e-miller.md b/data/jurisdictions/us/people/mary-e-miller.md
index 02252c2b8e..2573a92e22 100644
--- a/data/jurisdictions/us/people/mary-e-miller.md
+++ b/data/jurisdictions/us/people/mary-e-miller.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 15"
+represents: "us/states/il/districts/15"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -71,6 +72,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-15 (Congressional District 15).
 
+Represents [Congressional District 15](/us/states/il/districts/15.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/mary-gay-scanlon.md b/data/jurisdictions/us/people/mary-gay-scanlon.md
index 23a071f182..be6d69aaea 100644
--- a/data/jurisdictions/us/people/mary-gay-scanlon.md
+++ b/data/jurisdictions/us/people/mary-gay-scanlon.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 5"
+represents: "us/states/pa/districts/05"
 committees:
   - name: "House Committee on Rules"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/pa/districts/05.md).
+
 ## Committees
 
 - [House Committee on Rules](/us/bodies/house/committees/rules.md)
diff --git a/data/jurisdictions/us/people/matt-van-epps.md b/data/jurisdictions/us/people/matt-van-epps.md
index 0b1fdf0eab..28698af786 100644
--- a/data/jurisdictions/us/people/matt-van-epps.md
+++ b/data/jurisdictions/us/people/matt-van-epps.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TN"
 district: "Congressional District 7"
+represents: "us/states/tn/districts/07"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TN-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/tn/districts/07.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/max-l-miller.md b/data/jurisdictions/us/people/max-l-miller.md
index e7bf154dca..f4f8ffe8d7 100644
--- a/data/jurisdictions/us/people/max-l-miller.md
+++ b/data/jurisdictions/us/people/max-l-miller.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 7"
+represents: "us/states/oh/districts/07"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/oh/districts/07.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/maxine-dexter.md b/data/jurisdictions/us/people/maxine-dexter.md
index 38e2a64012..f4a9e942d1 100644
--- a/data/jurisdictions/us/people/maxine-dexter.md
+++ b/data/jurisdictions/us/people/maxine-dexter.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OR"
 district: "Congressional District 3"
+represents: "us/states/or/districts/03"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OR-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/or/districts/03.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/maxine-waters.md b/data/jurisdictions/us/people/maxine-waters.md
index bbb967da6a..d5d32280c7 100644
--- a/data/jurisdictions/us/people/maxine-waters.md
+++ b/data/jurisdictions/us/people/maxine-waters.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 43"
+represents: "us/states/ca/districts/43"
 committees:
   - name: "House Committee on Financial Services"
     role: "ranking-member"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-43 (Congressional District 43).
 
+Represents [Congressional District 43](/us/states/ca/districts/43.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/maxwell-frost.md b/data/jurisdictions/us/people/maxwell-frost.md
index 045292cb2d..d21d8bc7f9 100644
--- a/data/jurisdictions/us/people/maxwell-frost.md
+++ b/data/jurisdictions/us/people/maxwell-frost.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 10"
+represents: "us/states/fl/districts/10"
 committees:
   - name: "House Committee on Oversight and Government Reform"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/fl/districts/10.md).
+
 ## Committees
 
 - [House Committee on Oversight and Government Reform](/us/bodies/house/committees/oversight-and-government-reform.md)
diff --git a/data/jurisdictions/us/people/melanie-a-stansbury.md b/data/jurisdictions/us/people/melanie-a-stansbury.md
index fc6301b8e9..f8fedf002a 100644
--- a/data/jurisdictions/us/people/melanie-a-stansbury.md
+++ b/data/jurisdictions/us/people/melanie-a-stansbury.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NM"
 district: "Congressional District 1"
+represents: "us/states/nm/districts/01"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NM-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/nm/districts/01.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/michael-a-rulli.md b/data/jurisdictions/us/people/michael-a-rulli.md
index 52abdd94ac..b1de51e101 100644
--- a/data/jurisdictions/us/people/michael-a-rulli.md
+++ b/data/jurisdictions/us/people/michael-a-rulli.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 6"
+represents: "us/states/oh/districts/06"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/oh/districts/06.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/michael-baumgartner.md b/data/jurisdictions/us/people/michael-baumgartner.md
index 9b670a2d58..cee7ec3aaa 100644
--- a/data/jurisdictions/us/people/michael-baumgartner.md
+++ b/data/jurisdictions/us/people/michael-baumgartner.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WA"
 district: "Congressional District 5"
+represents: "us/states/wa/districts/05"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WA-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/wa/districts/05.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/michael-cloud.md b/data/jurisdictions/us/people/michael-cloud.md
index 9fb03bb580..6ee0046d0a 100644
--- a/data/jurisdictions/us/people/michael-cloud.md
+++ b/data/jurisdictions/us/people/michael-cloud.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 27"
+represents: "us/states/tx/districts/27"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-27 (Congressional District 27).
 
+Represents [Congressional District 27](/us/states/tx/districts/27.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/michael-guest.md b/data/jurisdictions/us/people/michael-guest.md
index 53fa3b9126..41cf8c0d22 100644
--- a/data/jurisdictions/us/people/michael-guest.md
+++ b/data/jurisdictions/us/people/michael-guest.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MS"
 district: "Congressional District 3"
+represents: "us/states/ms/districts/03"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MS-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ms/districts/03.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/michael-k-simpson.md b/data/jurisdictions/us/people/michael-k-simpson.md
index 49fc1bf432..4517a7cf42 100644
--- a/data/jurisdictions/us/people/michael-k-simpson.md
+++ b/data/jurisdictions/us/people/michael-k-simpson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "ID"
 district: "Congressional District 2"
+represents: "us/states/id/districts/02"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - ID-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/id/districts/02.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/michael-lawler.md b/data/jurisdictions/us/people/michael-lawler.md
index b70aa5fb7f..16a23825bf 100644
--- a/data/jurisdictions/us/people/michael-lawler.md
+++ b/data/jurisdictions/us/people/michael-lawler.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 17"
+represents: "us/states/ny/districts/17"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-17 (Congressional District 17).
 
+Represents [Congressional District 17](/us/states/ny/districts/17.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/michael-r-turner.md b/data/jurisdictions/us/people/michael-r-turner.md
index f60570cabc..91b5d2dccc 100644
--- a/data/jurisdictions/us/people/michael-r-turner.md
+++ b/data/jurisdictions/us/people/michael-r-turner.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 10"
+represents: "us/states/oh/districts/10"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/oh/districts/10.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/michael-t-mccaul.md b/data/jurisdictions/us/people/michael-t-mccaul.md
index 58056d303e..b0fa782aa8 100644
--- a/data/jurisdictions/us/people/michael-t-mccaul.md
+++ b/data/jurisdictions/us/people/michael-t-mccaul.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 10"
+represents: "us/states/tx/districts/10"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/tx/districts/10.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/michelle-fischbach.md b/data/jurisdictions/us/people/michelle-fischbach.md
index 0ac851f21e..289b22d601 100644
--- a/data/jurisdictions/us/people/michelle-fischbach.md
+++ b/data/jurisdictions/us/people/michelle-fischbach.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MN"
 district: "Congressional District 7"
+represents: "us/states/mn/districts/07"
 committees:
   - name: "House Committee on Rules"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MN-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/mn/districts/07.md).
+
 ## Committees
 
 - [House Committee on Rules](/us/bodies/house/committees/rules.md)
diff --git a/data/jurisdictions/us/people/mike-bost.md b/data/jurisdictions/us/people/mike-bost.md
index ab86ecb47c..f3b947b28d 100644
--- a/data/jurisdictions/us/people/mike-bost.md
+++ b/data/jurisdictions/us/people/mike-bost.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 12"
+represents: "us/states/il/districts/12"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/il/districts/12.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/mike-carey.md b/data/jurisdictions/us/people/mike-carey.md
index 8296ebc9c1..26b59526bb 100644
--- a/data/jurisdictions/us/people/mike-carey.md
+++ b/data/jurisdictions/us/people/mike-carey.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 15"
+represents: "us/states/oh/districts/15"
 committees:
   - name: "House Committee on House Administration"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-15 (Congressional District 15).
 
+Represents [Congressional District 15](/us/states/oh/districts/15.md).
+
 ## Committees
 
 - [House Committee on House Administration](/us/bodies/house/committees/house-administration.md)
diff --git a/data/jurisdictions/us/people/mike-collins.md b/data/jurisdictions/us/people/mike-collins.md
index 1ffa0389d9..ff191f4eba 100644
--- a/data/jurisdictions/us/people/mike-collins.md
+++ b/data/jurisdictions/us/people/mike-collins.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 10"
+represents: "us/states/ga/districts/10"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/ga/districts/10.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/mike-ezell.md b/data/jurisdictions/us/people/mike-ezell.md
index e6aa92ffdc..c81560ebbf 100644
--- a/data/jurisdictions/us/people/mike-ezell.md
+++ b/data/jurisdictions/us/people/mike-ezell.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MS"
 district: "Congressional District 4"
+represents: "us/states/ms/districts/04"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MS-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ms/districts/04.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/mike-flood.md b/data/jurisdictions/us/people/mike-flood.md
index ad2ca49e9d..c46700a51d 100644
--- a/data/jurisdictions/us/people/mike-flood.md
+++ b/data/jurisdictions/us/people/mike-flood.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NE"
 district: "Congressional District 1"
+represents: "us/states/ne/districts/01"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NE-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ne/districts/01.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/mike-haridopolos.md b/data/jurisdictions/us/people/mike-haridopolos.md
index 6fc10ea1e9..8852670294 100644
--- a/data/jurisdictions/us/people/mike-haridopolos.md
+++ b/data/jurisdictions/us/people/mike-haridopolos.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 8"
+represents: "us/states/fl/districts/08"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/fl/districts/08.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/mike-johnson.md b/data/jurisdictions/us/people/mike-johnson.md
index 7a864d98b8..22a3c75788 100644
--- a/data/jurisdictions/us/people/mike-johnson.md
+++ b/data/jurisdictions/us/people/mike-johnson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "LA"
 district: "Congressional District 4"
+represents: "us/states/la/districts/04"
 leadership:
   - role: "Speaker of the House"
     body: "H"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - LA-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/la/districts/04.md).
+
 ## Leadership
 
 - Speaker of the House (since 2025-01-03)
diff --git a/data/jurisdictions/us/people/mike-kelly.md b/data/jurisdictions/us/people/mike-kelly.md
index 128f485c30..1e84872c05 100644
--- a/data/jurisdictions/us/people/mike-kelly.md
+++ b/data/jurisdictions/us/people/mike-kelly.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 16"
+represents: "us/states/pa/districts/16"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-16 (Congressional District 16).
 
+Represents [Congressional District 16](/us/states/pa/districts/16.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/mike-kennedy.md b/data/jurisdictions/us/people/mike-kennedy.md
index 8d11ee9cca..4913d35c8c 100644
--- a/data/jurisdictions/us/people/mike-kennedy.md
+++ b/data/jurisdictions/us/people/mike-kennedy.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "UT"
 district: "Congressional District 3"
+represents: "us/states/ut/districts/03"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - UT-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ut/districts/03.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/mike-levin.md b/data/jurisdictions/us/people/mike-levin.md
index 165ead8026..020e7ba027 100644
--- a/data/jurisdictions/us/people/mike-levin.md
+++ b/data/jurisdictions/us/people/mike-levin.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 49"
+represents: "us/states/ca/districts/49"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-49 (Congressional District 49).
 
+Represents [Congressional District 49](/us/states/ca/districts/49.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/mike-quigley.md b/data/jurisdictions/us/people/mike-quigley.md
index a6acaee28a..429151a6c6 100644
--- a/data/jurisdictions/us/people/mike-quigley.md
+++ b/data/jurisdictions/us/people/mike-quigley.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 5"
+represents: "us/states/il/districts/05"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/il/districts/05.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/mike-rogers.md b/data/jurisdictions/us/people/mike-rogers.md
index cc106d7d7a..6e81d50bbf 100644
--- a/data/jurisdictions/us/people/mike-rogers.md
+++ b/data/jurisdictions/us/people/mike-rogers.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AL"
 district: "Congressional District 3"
+represents: "us/states/al/districts/03"
 committees:
   - name: "House Committee on Armed Services"
     role: "chair"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AL-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/al/districts/03.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md) — **chair**
diff --git a/data/jurisdictions/us/people/mike-thompson.md b/data/jurisdictions/us/people/mike-thompson.md
index 076048a6b0..bca546b27b 100644
--- a/data/jurisdictions/us/people/mike-thompson.md
+++ b/data/jurisdictions/us/people/mike-thompson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 4"
+represents: "us/states/ca/districts/04"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ca/districts/04.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/monica-de-la-cruz.md b/data/jurisdictions/us/people/monica-de-la-cruz.md
index 9b7068f350..bbaf786fb8 100644
--- a/data/jurisdictions/us/people/monica-de-la-cruz.md
+++ b/data/jurisdictions/us/people/monica-de-la-cruz.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 15"
+represents: "us/states/tx/districts/15"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-15 (Congressional District 15).
 
+Represents [Congressional District 15](/us/states/tx/districts/15.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/morgan-luttrell.md b/data/jurisdictions/us/people/morgan-luttrell.md
index a541ccfe75..f6fbe7b345 100644
--- a/data/jurisdictions/us/people/morgan-luttrell.md
+++ b/data/jurisdictions/us/people/morgan-luttrell.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 8"
+represents: "us/states/tx/districts/08"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/tx/districts/08.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/morgan-mcgarvey.md b/data/jurisdictions/us/people/morgan-mcgarvey.md
index 8ae1df855b..adbf25a1ef 100644
--- a/data/jurisdictions/us/people/morgan-mcgarvey.md
+++ b/data/jurisdictions/us/people/morgan-mcgarvey.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "KY"
 district: "Congressional District 3"
+represents: "us/states/ky/districts/03"
 committees:
   - name: "House Committee on Small Business"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - KY-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ky/districts/03.md).
+
 ## Committees
 
 - [House Committee on Small Business](/us/bodies/house/committees/small-business.md)
diff --git a/data/jurisdictions/us/people/nancy-mace.md b/data/jurisdictions/us/people/nancy-mace.md
index 58ab89811e..6cae646d1f 100644
--- a/data/jurisdictions/us/people/nancy-mace.md
+++ b/data/jurisdictions/us/people/nancy-mace.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "SC"
 district: "Congressional District 1"
+represents: "us/states/sc/districts/01"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -71,6 +72,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - SC-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/sc/districts/01.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/nancy-pelosi.md b/data/jurisdictions/us/people/nancy-pelosi.md
index 28a8275918..378eeeff8a 100644
--- a/data/jurisdictions/us/people/nancy-pelosi.md
+++ b/data/jurisdictions/us/people/nancy-pelosi.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 11"
+represents: "us/states/ca/districts/11"
 tenure:
   start: "2025-01-03"
   current: true
@@ -34,6 +35,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/ca/districts/11.md).
+
 ## Sources
 
 - tenure: House Clerk XML 2026-06-10
diff --git a/data/jurisdictions/us/people/nanette-diaz-barragan.md b/data/jurisdictions/us/people/nanette-diaz-barragan.md
index dca22936cd..4490c85d24 100644
--- a/data/jurisdictions/us/people/nanette-diaz-barragan.md
+++ b/data/jurisdictions/us/people/nanette-diaz-barragan.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 44"
+represents: "us/states/ca/districts/44"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-44 (Congressional District 44).
 
+Represents [Congressional District 44](/us/states/ca/districts/44.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/nathaniel-moran.md b/data/jurisdictions/us/people/nathaniel-moran.md
index 73e9ae308e..57f1c754ef 100644
--- a/data/jurisdictions/us/people/nathaniel-moran.md
+++ b/data/jurisdictions/us/people/nathaniel-moran.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 1"
+represents: "us/states/tx/districts/01"
 committees:
   - name: "House Committee on Ethics"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/tx/districts/01.md).
+
 ## Committees
 
 - [House Committee on Ethics](/us/bodies/house/committees/ethics.md)
diff --git a/data/jurisdictions/us/people/neal-p-dunn.md b/data/jurisdictions/us/people/neal-p-dunn.md
index b85bcdbc0b..9f189b75c1 100644
--- a/data/jurisdictions/us/people/neal-p-dunn.md
+++ b/data/jurisdictions/us/people/neal-p-dunn.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 2"
+represents: "us/states/fl/districts/02"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "vice-chair"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/fl/districts/02.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md) — **vice-chair**
diff --git a/data/jurisdictions/us/people/nellie-pou.md b/data/jurisdictions/us/people/nellie-pou.md
index e790a6a525..58841254a2 100644
--- a/data/jurisdictions/us/people/nellie-pou.md
+++ b/data/jurisdictions/us/people/nellie-pou.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 9"
+represents: "us/states/nj/districts/09"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/nj/districts/09.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/nicholas-a-langworthy.md b/data/jurisdictions/us/people/nicholas-a-langworthy.md
index b8f447f65d..b95ac67698 100644
--- a/data/jurisdictions/us/people/nicholas-a-langworthy.md
+++ b/data/jurisdictions/us/people/nicholas-a-langworthy.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 23"
+represents: "us/states/ny/districts/23"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-23 (Congressional District 23).
 
+Represents [Congressional District 23](/us/states/ny/districts/23.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/nicholas-j-begich-iii.md b/data/jurisdictions/us/people/nicholas-j-begich-iii.md
index 6986d25463..ed862caca4 100644
--- a/data/jurisdictions/us/people/nicholas-j-begich-iii.md
+++ b/data/jurisdictions/us/people/nicholas-j-begich-iii.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AK"
 district: "Congressional District (at Large)"
+represents: "us/states/ak/districts/00"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -71,6 +72,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AK At-Large (Congressional District (at Large)).
 
+Represents [Congressional District (at Large)](/us/states/ak/districts/00.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/nick-lalota.md b/data/jurisdictions/us/people/nick-lalota.md
index f009097d88..d3f2334eea 100644
--- a/data/jurisdictions/us/people/nick-lalota.md
+++ b/data/jurisdictions/us/people/nick-lalota.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 1"
+represents: "us/states/ny/districts/01"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ny/districts/01.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/nicole-malliotakis.md b/data/jurisdictions/us/people/nicole-malliotakis.md
index e18ced9636..def6019e6d 100644
--- a/data/jurisdictions/us/people/nicole-malliotakis.md
+++ b/data/jurisdictions/us/people/nicole-malliotakis.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 11"
+represents: "us/states/ny/districts/11"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/ny/districts/11.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/nikema-williams.md b/data/jurisdictions/us/people/nikema-williams.md
index 21cdd2699d..e382c9da7b 100644
--- a/data/jurisdictions/us/people/nikema-williams.md
+++ b/data/jurisdictions/us/people/nikema-williams.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 5"
+represents: "us/states/ga/districts/05"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/ga/districts/05.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/nikki-budzinski.md b/data/jurisdictions/us/people/nikki-budzinski.md
index 2b35457751..a55a60eed9 100644
--- a/data/jurisdictions/us/people/nikki-budzinski.md
+++ b/data/jurisdictions/us/people/nikki-budzinski.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 13"
+represents: "us/states/il/districts/13"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-13 (Congressional District 13).
 
+Represents [Congressional District 13](/us/states/il/districts/13.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/norma-j-torres.md b/data/jurisdictions/us/people/norma-j-torres.md
index f1ea239c77..8486952ea4 100644
--- a/data/jurisdictions/us/people/norma-j-torres.md
+++ b/data/jurisdictions/us/people/norma-j-torres.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 35"
+represents: "us/states/ca/districts/35"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-35 (Congressional District 35).
 
+Represents [Congressional District 35](/us/states/ca/districts/35.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/nydia-m-velazquez.md b/data/jurisdictions/us/people/nydia-m-velazquez.md
index 1e4582d41e..dfeb800d79 100644
--- a/data/jurisdictions/us/people/nydia-m-velazquez.md
+++ b/data/jurisdictions/us/people/nydia-m-velazquez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 7"
+represents: "us/states/ny/districts/07"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/ny/districts/07.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/pat-fallon.md b/data/jurisdictions/us/people/pat-fallon.md
index 88cd0dd929..96a6756beb 100644
--- a/data/jurisdictions/us/people/pat-fallon.md
+++ b/data/jurisdictions/us/people/pat-fallon.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 4"
+represents: "us/states/tx/districts/04"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/tx/districts/04.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/pat-harrigan.md b/data/jurisdictions/us/people/pat-harrigan.md
index 0694399a2b..a866921857 100644
--- a/data/jurisdictions/us/people/pat-harrigan.md
+++ b/data/jurisdictions/us/people/pat-harrigan.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 10"
+represents: "us/states/nc/districts/10"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/nc/districts/10.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/patrick-ryan.md b/data/jurisdictions/us/people/patrick-ryan.md
index 6b60403397..adce3da403 100644
--- a/data/jurisdictions/us/people/patrick-ryan.md
+++ b/data/jurisdictions/us/people/patrick-ryan.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 18"
+represents: "us/states/ny/districts/18"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-18 (Congressional District 18).
 
+Represents [Congressional District 18](/us/states/ny/districts/18.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/paul-a-gosar.md b/data/jurisdictions/us/people/paul-a-gosar.md
index 5057eb8148..0805d6d87a 100644
--- a/data/jurisdictions/us/people/paul-a-gosar.md
+++ b/data/jurisdictions/us/people/paul-a-gosar.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AZ"
 district: "Congressional District 9"
+represents: "us/states/az/districts/09"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AZ-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/az/districts/09.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/paul-tonko.md b/data/jurisdictions/us/people/paul-tonko.md
index 3627c39a25..7ff7b6b1d4 100644
--- a/data/jurisdictions/us/people/paul-tonko.md
+++ b/data/jurisdictions/us/people/paul-tonko.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 20"
+represents: "us/states/ny/districts/20"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-20 (Congressional District 20).
 
+Represents [Congressional District 20](/us/states/ny/districts/20.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/pete-aguilar.md b/data/jurisdictions/us/people/pete-aguilar.md
index 544f27000b..81f2811d78 100644
--- a/data/jurisdictions/us/people/pete-aguilar.md
+++ b/data/jurisdictions/us/people/pete-aguilar.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 33"
+represents: "us/states/ca/districts/33"
 leadership:
   - role: "House Democratic Caucus Chair"
     body: "H"
@@ -51,6 +52,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-33 (Congressional District 33).
 
+Represents [Congressional District 33](/us/states/ca/districts/33.md).
+
 ## Leadership
 
 - House Democratic Caucus Chair (since 2025-01-03)
diff --git a/data/jurisdictions/us/people/pete-sessions.md b/data/jurisdictions/us/people/pete-sessions.md
index a54fc856b6..d373f0dde9 100644
--- a/data/jurisdictions/us/people/pete-sessions.md
+++ b/data/jurisdictions/us/people/pete-sessions.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 17"
+represents: "us/states/tx/districts/17"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-17 (Congressional District 17).
 
+Represents [Congressional District 17](/us/states/tx/districts/17.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/pete-stauber.md b/data/jurisdictions/us/people/pete-stauber.md
index bc36676879..017c622b45 100644
--- a/data/jurisdictions/us/people/pete-stauber.md
+++ b/data/jurisdictions/us/people/pete-stauber.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MN"
 district: "Congressional District 8"
+represents: "us/states/mn/districts/08"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MN-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/mn/districts/08.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/pramila-jayapal.md b/data/jurisdictions/us/people/pramila-jayapal.md
index eace0e0eaa..9fbe3bcf9f 100644
--- a/data/jurisdictions/us/people/pramila-jayapal.md
+++ b/data/jurisdictions/us/people/pramila-jayapal.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WA"
 district: "Congressional District 7"
+represents: "us/states/wa/districts/07"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WA-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/wa/districts/07.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/raja-krishnamoorthi.md b/data/jurisdictions/us/people/raja-krishnamoorthi.md
index fd803fac7e..e004885af4 100644
--- a/data/jurisdictions/us/people/raja-krishnamoorthi.md
+++ b/data/jurisdictions/us/people/raja-krishnamoorthi.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 8"
+represents: "us/states/il/districts/08"
 committees:
   - name: "House Permanent Select Committee on Intelligence"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/il/districts/08.md).
+
 ## Committees
 
 - [House Permanent Select Committee on Intelligence](/us/bodies/house/committees/house-permanent-select-committee-on-intelligence.md)
diff --git a/data/jurisdictions/us/people/ralph-norman.md b/data/jurisdictions/us/people/ralph-norman.md
index 43a079f96e..029324acce 100644
--- a/data/jurisdictions/us/people/ralph-norman.md
+++ b/data/jurisdictions/us/people/ralph-norman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "SC"
 district: "Congressional District 5"
+represents: "us/states/sc/districts/05"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - SC-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/sc/districts/05.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/randy-feenstra.md b/data/jurisdictions/us/people/randy-feenstra.md
index c5f715f342..1e972fd108 100644
--- a/data/jurisdictions/us/people/randy-feenstra.md
+++ b/data/jurisdictions/us/people/randy-feenstra.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IA"
 district: "Congressional District 4"
+represents: "us/states/ia/districts/04"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IA-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ia/districts/04.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/randy-fine.md b/data/jurisdictions/us/people/randy-fine.md
index cc092489e0..136dc4c92b 100644
--- a/data/jurisdictions/us/people/randy-fine.md
+++ b/data/jurisdictions/us/people/randy-fine.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 6"
+represents: "us/states/fl/districts/06"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/fl/districts/06.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/randy-k-weber-sr.md b/data/jurisdictions/us/people/randy-k-weber-sr.md
index 6411fe840a..a50ab24aa5 100644
--- a/data/jurisdictions/us/people/randy-k-weber-sr.md
+++ b/data/jurisdictions/us/people/randy-k-weber-sr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 14"
+represents: "us/states/tx/districts/14"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-14 (Congressional District 14).
 
+Represents [Congressional District 14](/us/states/tx/districts/14.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/rashida-tlaib.md b/data/jurisdictions/us/people/rashida-tlaib.md
index 64bfa7fcaf..14bd5bb9b0 100644
--- a/data/jurisdictions/us/people/rashida-tlaib.md
+++ b/data/jurisdictions/us/people/rashida-tlaib.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 12"
+represents: "us/states/mi/districts/12"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/mi/districts/12.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/raul-ruiz.md b/data/jurisdictions/us/people/raul-ruiz.md
index b73fb72021..3e2683669b 100644
--- a/data/jurisdictions/us/people/raul-ruiz.md
+++ b/data/jurisdictions/us/people/raul-ruiz.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 25"
+represents: "us/states/ca/districts/25"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-25 (Congressional District 25).
 
+Represents [Congressional District 25](/us/states/ca/districts/25.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/richard-e-neal.md b/data/jurisdictions/us/people/richard-e-neal.md
index 8bdebe9028..decfd83ce5 100644
--- a/data/jurisdictions/us/people/richard-e-neal.md
+++ b/data/jurisdictions/us/people/richard-e-neal.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MA"
 district: "Congressional District 1"
+represents: "us/states/ma/districts/01"
 committees:
   - name: "House Committee on Ways and Means"
     role: "ranking-member"
@@ -44,6 +45,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MA-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ma/districts/01.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/richard-hudson.md b/data/jurisdictions/us/people/richard-hudson.md
index 4321845d2b..368f4cc720 100644
--- a/data/jurisdictions/us/people/richard-hudson.md
+++ b/data/jurisdictions/us/people/richard-hudson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 9"
+represents: "us/states/nc/districts/09"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -44,6 +45,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/nc/districts/09.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/richard-mccormick.md b/data/jurisdictions/us/people/richard-mccormick.md
index ac3d0ec82c..aaf91c6bf4 100644
--- a/data/jurisdictions/us/people/richard-mccormick.md
+++ b/data/jurisdictions/us/people/richard-mccormick.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 7"
+represents: "us/states/ga/districts/07"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/ga/districts/07.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/rick-larsen.md b/data/jurisdictions/us/people/rick-larsen.md
index 7bfa70118c..e8c3f72447 100644
--- a/data/jurisdictions/us/people/rick-larsen.md
+++ b/data/jurisdictions/us/people/rick-larsen.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WA"
 district: "Congressional District 2"
+represents: "us/states/wa/districts/02"
 committees:
   - name: "House Committee on Transportation and Infrastructure"
     role: "ranking-member"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WA-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/wa/districts/02.md).
+
 ## Committees
 
 - [House Committee on Transportation and Infrastructure](/us/bodies/house/committees/transportation-and-infrastructure.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/rick-w-allen.md b/data/jurisdictions/us/people/rick-w-allen.md
index 6419190c7c..e839705e99 100644
--- a/data/jurisdictions/us/people/rick-w-allen.md
+++ b/data/jurisdictions/us/people/rick-w-allen.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 12"
+represents: "us/states/ga/districts/12"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/ga/districts/12.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/riley-m-moore.md b/data/jurisdictions/us/people/riley-m-moore.md
index 60a08d555f..36f9011e1d 100644
--- a/data/jurisdictions/us/people/riley-m-moore.md
+++ b/data/jurisdictions/us/people/riley-m-moore.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WV"
 district: "Congressional District 2"
+represents: "us/states/wv/districts/02"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WV-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/wv/districts/02.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/ritchie-torres.md b/data/jurisdictions/us/people/ritchie-torres.md
index e824d0a648..d92b649932 100644
--- a/data/jurisdictions/us/people/ritchie-torres.md
+++ b/data/jurisdictions/us/people/ritchie-torres.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 15"
+represents: "us/states/ny/districts/15"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-15 (Congressional District 15).
 
+Represents [Congressional District 15](/us/states/ny/districts/15.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/ro-khanna.md b/data/jurisdictions/us/people/ro-khanna.md
index d7961e305e..83248e2ef0 100644
--- a/data/jurisdictions/us/people/ro-khanna.md
+++ b/data/jurisdictions/us/people/ro-khanna.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 17"
+represents: "us/states/ca/districts/17"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-17 (Congressional District 17).
 
+Represents [Congressional District 17](/us/states/ca/districts/17.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/robert-b-aderholt.md b/data/jurisdictions/us/people/robert-b-aderholt.md
index 2cb46639c9..e9a04be1a9 100644
--- a/data/jurisdictions/us/people/robert-b-aderholt.md
+++ b/data/jurisdictions/us/people/robert-b-aderholt.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AL"
 district: "Congressional District 4"
+represents: "us/states/al/districts/04"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AL-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/al/districts/04.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/robert-c-bobby-scott.md b/data/jurisdictions/us/people/robert-c-bobby-scott.md
index a86f0d41ca..59ff54b0bc 100644
--- a/data/jurisdictions/us/people/robert-c-bobby-scott.md
+++ b/data/jurisdictions/us/people/robert-c-bobby-scott.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 3"
+represents: "us/states/va/districts/03"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "ranking-member"
@@ -44,6 +45,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/va/districts/03.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/robert-e-latta.md b/data/jurisdictions/us/people/robert-e-latta.md
index 079d3f8007..668a292a30 100644
--- a/data/jurisdictions/us/people/robert-e-latta.md
+++ b/data/jurisdictions/us/people/robert-e-latta.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 5"
+represents: "us/states/oh/districts/05"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/oh/districts/05.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/robert-f-onder-jr.md b/data/jurisdictions/us/people/robert-f-onder-jr.md
index 97a8c6077e..858d5a9cab 100644
--- a/data/jurisdictions/us/people/robert-f-onder-jr.md
+++ b/data/jurisdictions/us/people/robert-f-onder-jr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MO"
 district: "Congressional District 3"
+represents: "us/states/mo/districts/03"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -71,6 +72,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MO-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/mo/districts/03.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/robert-garcia.md b/data/jurisdictions/us/people/robert-garcia.md
index 384a9993f2..d7c0574ac5 100644
--- a/data/jurisdictions/us/people/robert-garcia.md
+++ b/data/jurisdictions/us/people/robert-garcia.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 42"
+represents: "us/states/ca/districts/42"
 committees:
   - name: "House Committee on Oversight and Government Reform"
     role: "ranking-member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-42 (Congressional District 42).
 
+Represents [Congressional District 42](/us/states/ca/districts/42.md).
+
 ## Committees
 
 - [House Committee on Oversight and Government Reform](/us/bodies/house/committees/oversight-and-government-reform.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/robert-j-wittman.md b/data/jurisdictions/us/people/robert-j-wittman.md
index 345a0b71f5..1d7377fe68 100644
--- a/data/jurisdictions/us/people/robert-j-wittman.md
+++ b/data/jurisdictions/us/people/robert-j-wittman.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 1"
+represents: "us/states/va/districts/01"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/va/districts/01.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/robert-menendez.md b/data/jurisdictions/us/people/robert-menendez.md
index 5023e5bd36..b847c8d68f 100644
--- a/data/jurisdictions/us/people/robert-menendez.md
+++ b/data/jurisdictions/us/people/robert-menendez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 8"
+represents: "us/states/nj/districts/08"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/nj/districts/08.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/robert-p-bresnahan-jr.md b/data/jurisdictions/us/people/robert-p-bresnahan-jr.md
index 4da60b1488..13749a90f9 100644
--- a/data/jurisdictions/us/people/robert-p-bresnahan-jr.md
+++ b/data/jurisdictions/us/people/robert-p-bresnahan-jr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 8"
+represents: "us/states/pa/districts/08"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/pa/districts/08.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/robin-l-kelly.md b/data/jurisdictions/us/people/robin-l-kelly.md
index 92a4eecba6..28f8c028e4 100644
--- a/data/jurisdictions/us/people/robin-l-kelly.md
+++ b/data/jurisdictions/us/people/robin-l-kelly.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 2"
+represents: "us/states/il/districts/02"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/il/districts/02.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/roger-williams.md b/data/jurisdictions/us/people/roger-williams.md
index 220585905c..5131458494 100644
--- a/data/jurisdictions/us/people/roger-williams.md
+++ b/data/jurisdictions/us/people/roger-williams.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 25"
+represents: "us/states/tx/districts/25"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-25 (Congressional District 25).
 
+Represents [Congressional District 25](/us/states/tx/districts/25.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/ron-estes.md b/data/jurisdictions/us/people/ron-estes.md
index 9799b03701..a521c5439e 100644
--- a/data/jurisdictions/us/people/ron-estes.md
+++ b/data/jurisdictions/us/people/ron-estes.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "KS"
 district: "Congressional District 4"
+represents: "us/states/ks/districts/04"
 committees:
   - name: "House Committee on the Budget"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - KS-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ks/districts/04.md).
+
 ## Committees
 
 - [House Committee on the Budget](/us/bodies/house/committees/the-budget.md)
diff --git a/data/jurisdictions/us/people/ronny-jackson.md b/data/jurisdictions/us/people/ronny-jackson.md
index b71971a227..a94bb9afce 100644
--- a/data/jurisdictions/us/people/ronny-jackson.md
+++ b/data/jurisdictions/us/people/ronny-jackson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 13"
+represents: "us/states/tx/districts/13"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -77,6 +78,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-13 (Congressional District 13).
 
+Represents [Congressional District 13](/us/states/tx/districts/13.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/rosa-l-delauro.md b/data/jurisdictions/us/people/rosa-l-delauro.md
index 9e1d19787f..e3eb68092e 100644
--- a/data/jurisdictions/us/people/rosa-l-delauro.md
+++ b/data/jurisdictions/us/people/rosa-l-delauro.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CT"
 district: "Congressional District 3"
+represents: "us/states/ct/districts/03"
 committees:
   - name: "House Committee on Appropriations"
     role: "ranking-member"
@@ -44,6 +45,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CT-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ct/districts/03.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md) — **ranking-member**
diff --git a/data/jurisdictions/us/people/rudy-yakym-iii.md b/data/jurisdictions/us/people/rudy-yakym-iii.md
index fc08e0e1a9..1740913fd1 100644
--- a/data/jurisdictions/us/people/rudy-yakym-iii.md
+++ b/data/jurisdictions/us/people/rudy-yakym-iii.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IN"
 district: "Congressional District 2"
+represents: "us/states/in/districts/02"
 committees:
   - name: "House Committee on Transportation and Infrastructure"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IN-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/in/districts/02.md).
+
 ## Committees
 
 - [House Committee on Transportation and Infrastructure](/us/bodies/house/committees/transportation-and-infrastructure.md)
diff --git a/data/jurisdictions/us/people/russ-fulcher.md b/data/jurisdictions/us/people/russ-fulcher.md
index ed32d78944..0bed48e697 100644
--- a/data/jurisdictions/us/people/russ-fulcher.md
+++ b/data/jurisdictions/us/people/russ-fulcher.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "ID"
 district: "Congressional District 1"
+represents: "us/states/id/districts/01"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - ID-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/id/districts/01.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/russell-fry.md b/data/jurisdictions/us/people/russell-fry.md
index fe0628f45d..ebac566d16 100644
--- a/data/jurisdictions/us/people/russell-fry.md
+++ b/data/jurisdictions/us/people/russell-fry.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "SC"
 district: "Congressional District 7"
+represents: "us/states/sc/districts/07"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - SC-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/sc/districts/07.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/ryan-k-zinke.md b/data/jurisdictions/us/people/ryan-k-zinke.md
index 93f8729183..8f84dea748 100644
--- a/data/jurisdictions/us/people/ryan-k-zinke.md
+++ b/data/jurisdictions/us/people/ryan-k-zinke.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MT"
 district: "Congressional District 1"
+represents: "us/states/mt/districts/01"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MT-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/mt/districts/01.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/ryan-mackenzie.md b/data/jurisdictions/us/people/ryan-mackenzie.md
index 426f5ddcbd..45b3213e92 100644
--- a/data/jurisdictions/us/people/ryan-mackenzie.md
+++ b/data/jurisdictions/us/people/ryan-mackenzie.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 7"
+represents: "us/states/pa/districts/07"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/pa/districts/07.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/salud-o-carbajal.md b/data/jurisdictions/us/people/salud-o-carbajal.md
index d1e0f41679..aefd2c458d 100644
--- a/data/jurisdictions/us/people/salud-o-carbajal.md
+++ b/data/jurisdictions/us/people/salud-o-carbajal.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 24"
+represents: "us/states/ca/districts/24"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-24 (Congressional District 24).
 
+Represents [Congressional District 24](/us/states/ca/districts/24.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/sam-graves.md b/data/jurisdictions/us/people/sam-graves.md
index e30320954f..cd410c9cd5 100644
--- a/data/jurisdictions/us/people/sam-graves.md
+++ b/data/jurisdictions/us/people/sam-graves.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MO"
 district: "Congressional District 6"
+represents: "us/states/mo/districts/06"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MO-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/mo/districts/06.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/sam-t-liccardo.md b/data/jurisdictions/us/people/sam-t-liccardo.md
index 991f06ba9b..c063cee4f4 100644
--- a/data/jurisdictions/us/people/sam-t-liccardo.md
+++ b/data/jurisdictions/us/people/sam-t-liccardo.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 16"
+represents: "us/states/ca/districts/16"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-16 (Congressional District 16).
 
+Represents [Congressional District 16](/us/states/ca/districts/16.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/sanford-d-bishop-jr.md b/data/jurisdictions/us/people/sanford-d-bishop-jr.md
index 10e2523c9b..993ff0359e 100644
--- a/data/jurisdictions/us/people/sanford-d-bishop-jr.md
+++ b/data/jurisdictions/us/people/sanford-d-bishop-jr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 2"
+represents: "us/states/ga/districts/02"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ga/districts/02.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/sara-jacobs.md b/data/jurisdictions/us/people/sara-jacobs.md
index dea8278e05..64697457af 100644
--- a/data/jurisdictions/us/people/sara-jacobs.md
+++ b/data/jurisdictions/us/people/sara-jacobs.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 51"
+represents: "us/states/ca/districts/51"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-51 (Congressional District 51).
 
+Represents [Congressional District 51](/us/states/ca/districts/51.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/sarah-elfreth.md b/data/jurisdictions/us/people/sarah-elfreth.md
index 6842da98a0..218394ace3 100644
--- a/data/jurisdictions/us/people/sarah-elfreth.md
+++ b/data/jurisdictions/us/people/sarah-elfreth.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MD"
 district: "Congressional District 3"
+represents: "us/states/md/districts/03"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MD-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/md/districts/03.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/sarah-mcbride.md b/data/jurisdictions/us/people/sarah-mcbride.md
index 844a180238..5a9fd30a78 100644
--- a/data/jurisdictions/us/people/sarah-mcbride.md
+++ b/data/jurisdictions/us/people/sarah-mcbride.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "DE"
 district: "Congressional District (at Large)"
+represents: "us/states/de/districts/00"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - DE At-Large (Congressional District (at Large)).
 
+Represents [Congressional District (at Large)](/us/states/de/districts/00.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/scott-desjarlais.md b/data/jurisdictions/us/people/scott-desjarlais.md
index 7d9aa1cbb3..c879271381 100644
--- a/data/jurisdictions/us/people/scott-desjarlais.md
+++ b/data/jurisdictions/us/people/scott-desjarlais.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TN"
 district: "Congressional District 4"
+represents: "us/states/tn/districts/04"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TN-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/tn/districts/04.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/scott-fitzgerald.md b/data/jurisdictions/us/people/scott-fitzgerald.md
index 186cd31693..3f0b1a7822 100644
--- a/data/jurisdictions/us/people/scott-fitzgerald.md
+++ b/data/jurisdictions/us/people/scott-fitzgerald.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WI"
 district: "Congressional District 5"
+represents: "us/states/wi/districts/05"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WI-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/wi/districts/05.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/scott-franklin.md b/data/jurisdictions/us/people/scott-franklin.md
index 4bf7eab839..dbe3dbbe97 100644
--- a/data/jurisdictions/us/people/scott-franklin.md
+++ b/data/jurisdictions/us/people/scott-franklin.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 18"
+represents: "us/states/fl/districts/18"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-18 (Congressional District 18).
 
+Represents [Congressional District 18](/us/states/fl/districts/18.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/scott-h-peters.md b/data/jurisdictions/us/people/scott-h-peters.md
index 4c266069e1..4e8a1118e9 100644
--- a/data/jurisdictions/us/people/scott-h-peters.md
+++ b/data/jurisdictions/us/people/scott-h-peters.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 50"
+represents: "us/states/ca/districts/50"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-50 (Congressional District 50).
 
+Represents [Congressional District 50](/us/states/ca/districts/50.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/scott-perry.md b/data/jurisdictions/us/people/scott-perry.md
index 4ef202f44d..4530ffea31 100644
--- a/data/jurisdictions/us/people/scott-perry.md
+++ b/data/jurisdictions/us/people/scott-perry.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 10"
+represents: "us/states/pa/districts/10"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -74,6 +75,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/pa/districts/10.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/sean-casten.md b/data/jurisdictions/us/people/sean-casten.md
index 231cabb0bf..80e8cb85d1 100644
--- a/data/jurisdictions/us/people/sean-casten.md
+++ b/data/jurisdictions/us/people/sean-casten.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IL"
 district: "Congressional District 6"
+represents: "us/states/il/districts/06"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IL-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/il/districts/06.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/seth-magaziner.md b/data/jurisdictions/us/people/seth-magaziner.md
index fd62d4b269..9e2efafeda 100644
--- a/data/jurisdictions/us/people/seth-magaziner.md
+++ b/data/jurisdictions/us/people/seth-magaziner.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "RI"
 district: "Congressional District 2"
+represents: "us/states/ri/districts/02"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - RI-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/ri/districts/02.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/seth-moulton.md b/data/jurisdictions/us/people/seth-moulton.md
index c126c11873..a72dca836b 100644
--- a/data/jurisdictions/us/people/seth-moulton.md
+++ b/data/jurisdictions/us/people/seth-moulton.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MA"
 district: "Congressional District 6"
+represents: "us/states/ma/districts/06"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MA-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/ma/districts/06.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/sharice-davids.md b/data/jurisdictions/us/people/sharice-davids.md
index bd9d8afe4e..03c2dde514 100644
--- a/data/jurisdictions/us/people/sharice-davids.md
+++ b/data/jurisdictions/us/people/sharice-davids.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "KS"
 district: "Congressional District 3"
+represents: "us/states/ks/districts/03"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - KS-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ks/districts/03.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/sheri-biggs.md b/data/jurisdictions/us/people/sheri-biggs.md
index 7121a76528..100ea50c00 100644
--- a/data/jurisdictions/us/people/sheri-biggs.md
+++ b/data/jurisdictions/us/people/sheri-biggs.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "SC"
 district: "Congressional District 3"
+represents: "us/states/sc/districts/03"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - SC-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/sc/districts/03.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/shomari-figures.md b/data/jurisdictions/us/people/shomari-figures.md
index 2b3144f0d7..2d17aec45c 100644
--- a/data/jurisdictions/us/people/shomari-figures.md
+++ b/data/jurisdictions/us/people/shomari-figures.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AL"
 district: "Congressional District 2"
+represents: "us/states/al/districts/02"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AL-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/al/districts/02.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/shontel-m-brown.md b/data/jurisdictions/us/people/shontel-m-brown.md
index ac9e62ed61..f73e26db8b 100644
--- a/data/jurisdictions/us/people/shontel-m-brown.md
+++ b/data/jurisdictions/us/people/shontel-m-brown.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 11"
+represents: "us/states/oh/districts/11"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-11 (Congressional District 11).
 
+Represents [Congressional District 11](/us/states/oh/districts/11.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/shri-thanedar.md b/data/jurisdictions/us/people/shri-thanedar.md
index 22678c3449..36f69f5d10 100644
--- a/data/jurisdictions/us/people/shri-thanedar.md
+++ b/data/jurisdictions/us/people/shri-thanedar.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 13"
+represents: "us/states/mi/districts/13"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-13 (Congressional District 13).
 
+Represents [Congressional District 13](/us/states/mi/districts/13.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/steny-h-hoyer.md b/data/jurisdictions/us/people/steny-h-hoyer.md
index 0fd92e5c4c..864abb2bcb 100644
--- a/data/jurisdictions/us/people/steny-h-hoyer.md
+++ b/data/jurisdictions/us/people/steny-h-hoyer.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MD"
 district: "Congressional District 5"
+represents: "us/states/md/districts/05"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MD-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/md/districts/05.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/stephanie-i-bice.md b/data/jurisdictions/us/people/stephanie-i-bice.md
index f5527e431f..fda2db6300 100644
--- a/data/jurisdictions/us/people/stephanie-i-bice.md
+++ b/data/jurisdictions/us/people/stephanie-i-bice.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OK"
 district: "Congressional District 5"
+represents: "us/states/ok/districts/05"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OK-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/ok/districts/05.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/stephen-f-lynch.md b/data/jurisdictions/us/people/stephen-f-lynch.md
index 53734ec33a..02fdbfd471 100644
--- a/data/jurisdictions/us/people/stephen-f-lynch.md
+++ b/data/jurisdictions/us/people/stephen-f-lynch.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MA"
 district: "Congressional District 8"
+represents: "us/states/ma/districts/08"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MA-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/ma/districts/08.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/steve-cohen.md b/data/jurisdictions/us/people/steve-cohen.md
index 91e00b88e8..76bc480ffb 100644
--- a/data/jurisdictions/us/people/steve-cohen.md
+++ b/data/jurisdictions/us/people/steve-cohen.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TN"
 district: "Congressional District 9"
+represents: "us/states/tn/districts/09"
 committees:
   - name: "House Permanent Select Committee on Intelligence"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TN-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/tn/districts/09.md).
+
 ## Committees
 
 - [House Permanent Select Committee on Intelligence](/us/bodies/house/committees/house-permanent-select-committee-on-intelligence.md)
diff --git a/data/jurisdictions/us/people/steve-scalise.md b/data/jurisdictions/us/people/steve-scalise.md
index 322a7f32c2..97d6c25a56 100644
--- a/data/jurisdictions/us/people/steve-scalise.md
+++ b/data/jurisdictions/us/people/steve-scalise.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "LA"
 district: "Congressional District 1"
+represents: "us/states/la/districts/01"
 leadership:
   - role: "House Majority Leader"
     body: "H"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - LA-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/la/districts/01.md).
+
 ## Leadership
 
 - House Majority Leader (since 2025-01-03)
diff --git a/data/jurisdictions/us/people/steve-womack.md b/data/jurisdictions/us/people/steve-womack.md
index 6fce382548..f6e0718960 100644
--- a/data/jurisdictions/us/people/steve-womack.md
+++ b/data/jurisdictions/us/people/steve-womack.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AR"
 district: "Congressional District 3"
+represents: "us/states/ar/districts/03"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AR-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ar/districts/03.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/steven-horsford.md b/data/jurisdictions/us/people/steven-horsford.md
index 8092727c68..0ef37ffed8 100644
--- a/data/jurisdictions/us/people/steven-horsford.md
+++ b/data/jurisdictions/us/people/steven-horsford.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NV"
 district: "Congressional District 4"
+represents: "us/states/nv/districts/04"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NV-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/nv/districts/04.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/suhas-subramanyam.md b/data/jurisdictions/us/people/suhas-subramanyam.md
index bdcabc6994..a4c29546fd 100644
--- a/data/jurisdictions/us/people/suhas-subramanyam.md
+++ b/data/jurisdictions/us/people/suhas-subramanyam.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "VA"
 district: "Congressional District 10"
+represents: "us/states/va/districts/10"
 committees:
   - name: "House Committee on Ethics"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - VA-10 (Congressional District 10).
 
+Represents [Congressional District 10](/us/states/va/districts/10.md).
+
 ## Committees
 
 - [House Committee on Ethics](/us/bodies/house/committees/ethics.md)
diff --git a/data/jurisdictions/us/people/summer-l-lee.md b/data/jurisdictions/us/people/summer-l-lee.md
index 4e3a42cb09..010b28f4d4 100644
--- a/data/jurisdictions/us/people/summer-l-lee.md
+++ b/data/jurisdictions/us/people/summer-l-lee.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "PA"
 district: "Congressional District 12"
+represents: "us/states/pa/districts/12"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - PA-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/pa/districts/12.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/susie-lee.md b/data/jurisdictions/us/people/susie-lee.md
index 5c4352f6ac..37c370265a 100644
--- a/data/jurisdictions/us/people/susie-lee.md
+++ b/data/jurisdictions/us/people/susie-lee.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NV"
 district: "Congressional District 3"
+represents: "us/states/nv/districts/03"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NV-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/nv/districts/03.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/suzan-k-delbene.md b/data/jurisdictions/us/people/suzan-k-delbene.md
index 089392e880..94c16c14b5 100644
--- a/data/jurisdictions/us/people/suzan-k-delbene.md
+++ b/data/jurisdictions/us/people/suzan-k-delbene.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WA"
 district: "Congressional District 1"
+represents: "us/states/wa/districts/01"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WA-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/wa/districts/01.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/suzanne-bonamici.md b/data/jurisdictions/us/people/suzanne-bonamici.md
index f042d61b33..cc4edba17c 100644
--- a/data/jurisdictions/us/people/suzanne-bonamici.md
+++ b/data/jurisdictions/us/people/suzanne-bonamici.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OR"
 district: "Congressional District 1"
+represents: "us/states/or/districts/01"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OR-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/or/districts/01.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/sydney-kamlager-dove.md b/data/jurisdictions/us/people/sydney-kamlager-dove.md
index dc319cbf59..dd5d8938e2 100644
--- a/data/jurisdictions/us/people/sydney-kamlager-dove.md
+++ b/data/jurisdictions/us/people/sydney-kamlager-dove.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 37"
+represents: "us/states/ca/districts/37"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-37 (Congressional District 37).
 
+Represents [Congressional District 37](/us/states/ca/districts/37.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/sylvia-r-garcia.md b/data/jurisdictions/us/people/sylvia-r-garcia.md
index 2fe3cd555d..c08ad3f29d 100644
--- a/data/jurisdictions/us/people/sylvia-r-garcia.md
+++ b/data/jurisdictions/us/people/sylvia-r-garcia.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 29"
+represents: "us/states/tx/districts/29"
 committees:
   - name: "House Committee on Ethics"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-29 (Congressional District 29).
 
+Represents [Congressional District 29](/us/states/tx/districts/29.md).
+
 ## Committees
 
 - [House Committee on Ethics](/us/bodies/house/committees/ethics.md)
diff --git a/data/jurisdictions/us/people/ted-lieu.md b/data/jurisdictions/us/people/ted-lieu.md
index b64c853871..b1274b41dd 100644
--- a/data/jurisdictions/us/people/ted-lieu.md
+++ b/data/jurisdictions/us/people/ted-lieu.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 36"
+represents: "us/states/ca/districts/36"
 leadership:
   - role: "House Democratic Caucus Vice Chair"
     body: "H"
@@ -51,6 +52,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-36 (Congressional District 36).
 
+Represents [Congressional District 36](/us/states/ca/districts/36.md).
+
 ## Leadership
 
 - House Democratic Caucus Vice Chair (since 2025-01-03)
diff --git a/data/jurisdictions/us/people/teresa-leger-fernandez.md b/data/jurisdictions/us/people/teresa-leger-fernandez.md
index dc4a678766..0101e82e64 100644
--- a/data/jurisdictions/us/people/teresa-leger-fernandez.md
+++ b/data/jurisdictions/us/people/teresa-leger-fernandez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NM"
 district: "Congressional District 3"
+represents: "us/states/nm/districts/03"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NM-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/nm/districts/03.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/terri-a-sewell.md b/data/jurisdictions/us/people/terri-a-sewell.md
index 24220efdf1..4ee99058c3 100644
--- a/data/jurisdictions/us/people/terri-a-sewell.md
+++ b/data/jurisdictions/us/people/terri-a-sewell.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AL"
 district: "Congressional District 7"
+represents: "us/states/al/districts/07"
 committees:
   - name: "House Committee on House Administration"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AL-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/al/districts/07.md).
+
 ## Committees
 
 - [House Committee on House Administration](/us/bodies/house/committees/house-administration.md)
diff --git a/data/jurisdictions/us/people/thomas-h-kean-jr.md b/data/jurisdictions/us/people/thomas-h-kean-jr.md
index 076741218c..c35c359cf9 100644
--- a/data/jurisdictions/us/people/thomas-h-kean-jr.md
+++ b/data/jurisdictions/us/people/thomas-h-kean-jr.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NJ"
 district: "Congressional District 7"
+represents: "us/states/nj/districts/07"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NJ-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/nj/districts/07.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/thomas-massie.md b/data/jurisdictions/us/people/thomas-massie.md
index 2444c5301f..a4c349b7c8 100644
--- a/data/jurisdictions/us/people/thomas-massie.md
+++ b/data/jurisdictions/us/people/thomas-massie.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "KY"
 district: "Congressional District 4"
+represents: "us/states/ky/districts/04"
 committees:
   - name: "House Committee on the Judiciary"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - KY-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ky/districts/04.md).
+
 ## Committees
 
 - [House Committee on the Judiciary](/us/bodies/house/committees/the-judiciary.md)
diff --git a/data/jurisdictions/us/people/thomas-p-tiffany.md b/data/jurisdictions/us/people/thomas-p-tiffany.md
index c0365af8c9..9b523d3a6e 100644
--- a/data/jurisdictions/us/people/thomas-p-tiffany.md
+++ b/data/jurisdictions/us/people/thomas-p-tiffany.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WI"
 district: "Congressional District 7"
+represents: "us/states/wi/districts/07"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WI-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/wi/districts/07.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/thomas-r-suozzi.md b/data/jurisdictions/us/people/thomas-r-suozzi.md
index 1f6198ce0c..df75dfaba7 100644
--- a/data/jurisdictions/us/people/thomas-r-suozzi.md
+++ b/data/jurisdictions/us/people/thomas-r-suozzi.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 3"
+represents: "us/states/ny/districts/03"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ny/districts/03.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/tim-burchett.md b/data/jurisdictions/us/people/tim-burchett.md
index 4a42e89ca2..1dba73f296 100644
--- a/data/jurisdictions/us/people/tim-burchett.md
+++ b/data/jurisdictions/us/people/tim-burchett.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TN"
 district: "Congressional District 2"
+represents: "us/states/tn/districts/02"
 committees:
   - name: "House Committee on Foreign Affairs"
     role: "member"
@@ -68,6 +69,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TN-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/tn/districts/02.md).
+
 ## Committees
 
 - [House Committee on Foreign Affairs](/us/bodies/house/committees/foreign-affairs.md)
diff --git a/data/jurisdictions/us/people/tim-moore.md b/data/jurisdictions/us/people/tim-moore.md
index 54c8733f13..244e8c9b7f 100644
--- a/data/jurisdictions/us/people/tim-moore.md
+++ b/data/jurisdictions/us/people/tim-moore.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 14"
+represents: "us/states/nc/districts/14"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-14 (Congressional District 14).
 
+Represents [Congressional District 14](/us/states/nc/districts/14.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/tim-walberg.md b/data/jurisdictions/us/people/tim-walberg.md
index 3b46f07649..52b04c27cf 100644
--- a/data/jurisdictions/us/people/tim-walberg.md
+++ b/data/jurisdictions/us/people/tim-walberg.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 5"
+represents: "us/states/mi/districts/05"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "chair"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/mi/districts/05.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md) — **chair**
diff --git a/data/jurisdictions/us/people/timothy-m-kennedy.md b/data/jurisdictions/us/people/timothy-m-kennedy.md
index 44cfa46f9e..6a88ade290 100644
--- a/data/jurisdictions/us/people/timothy-m-kennedy.md
+++ b/data/jurisdictions/us/people/timothy-m-kennedy.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 26"
+represents: "us/states/ny/districts/26"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-26 (Congressional District 26).
 
+Represents [Congressional District 26](/us/states/ny/districts/26.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/tom-barrett.md b/data/jurisdictions/us/people/tom-barrett.md
index bca5960c4d..2668b6e2ad 100644
--- a/data/jurisdictions/us/people/tom-barrett.md
+++ b/data/jurisdictions/us/people/tom-barrett.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MI"
 district: "Congressional District 7"
+represents: "us/states/mi/districts/07"
 committees:
   - name: "House Committee on Transportation and Infrastructure"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MI-7 (Congressional District 7).
 
+Represents [Congressional District 7](/us/states/mi/districts/07.md).
+
 ## Committees
 
 - [House Committee on Transportation and Infrastructure](/us/bodies/house/committees/transportation-and-infrastructure.md)
diff --git a/data/jurisdictions/us/people/tom-cole.md b/data/jurisdictions/us/people/tom-cole.md
index 8ed77dd06d..da853a92ae 100644
--- a/data/jurisdictions/us/people/tom-cole.md
+++ b/data/jurisdictions/us/people/tom-cole.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OK"
 district: "Congressional District 4"
+represents: "us/states/ok/districts/04"
 committees:
   - name: "House Committee on Appropriations"
     role: "chair"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OK-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/ok/districts/04.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md) — **chair**
diff --git a/data/jurisdictions/us/people/tom-emmer.md b/data/jurisdictions/us/people/tom-emmer.md
index 5e88e2eb1a..981c3a77d0 100644
--- a/data/jurisdictions/us/people/tom-emmer.md
+++ b/data/jurisdictions/us/people/tom-emmer.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MN"
 district: "Congressional District 6"
+represents: "us/states/mn/districts/06"
 leadership:
   - role: "House Majority Whip"
     body: "H"
@@ -48,6 +49,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MN-6 (Congressional District 6).
 
+Represents [Congressional District 6](/us/states/mn/districts/06.md).
+
 ## Leadership
 
 - House Majority Whip (since 2025-01-03)
diff --git a/data/jurisdictions/us/people/tom-mcclintock.md b/data/jurisdictions/us/people/tom-mcclintock.md
index 68f73a9550..728677932a 100644
--- a/data/jurisdictions/us/people/tom-mcclintock.md
+++ b/data/jurisdictions/us/people/tom-mcclintock.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 5"
+represents: "us/states/ca/districts/05"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/ca/districts/05.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/tony-wied.md b/data/jurisdictions/us/people/tony-wied.md
index 21d3e96a08..cd74126d0d 100644
--- a/data/jurisdictions/us/people/tony-wied.md
+++ b/data/jurisdictions/us/people/tony-wied.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "WI"
 district: "Congressional District 8"
+represents: "us/states/wi/districts/08"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -71,6 +72,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - WI-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/wi/districts/08.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/tracey-mann.md b/data/jurisdictions/us/people/tracey-mann.md
index 6f5492100b..32a4a9d8be 100644
--- a/data/jurisdictions/us/people/tracey-mann.md
+++ b/data/jurisdictions/us/people/tracey-mann.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "KS"
 district: "Congressional District 1"
+represents: "us/states/ks/districts/01"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - KS-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ks/districts/01.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/trent-kelly.md b/data/jurisdictions/us/people/trent-kelly.md
index dbc93b3b04..e02c1cec8a 100644
--- a/data/jurisdictions/us/people/trent-kelly.md
+++ b/data/jurisdictions/us/people/trent-kelly.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MS"
 district: "Congressional District 1"
+represents: "us/states/ms/districts/01"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MS-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/ms/districts/01.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/troy-a-carter.md b/data/jurisdictions/us/people/troy-a-carter.md
index 6011f26ac0..aad72f5152 100644
--- a/data/jurisdictions/us/people/troy-a-carter.md
+++ b/data/jurisdictions/us/people/troy-a-carter.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "LA"
 district: "Congressional District 2"
+represents: "us/states/la/districts/02"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - LA-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/la/districts/02.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/troy-balderson.md b/data/jurisdictions/us/people/troy-balderson.md
index 9eedc53459..4b0832e158 100644
--- a/data/jurisdictions/us/people/troy-balderson.md
+++ b/data/jurisdictions/us/people/troy-balderson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 12"
+represents: "us/states/oh/districts/12"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-12 (Congressional District 12).
 
+Represents [Congressional District 12](/us/states/oh/districts/12.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/troy-downing.md b/data/jurisdictions/us/people/troy-downing.md
index 44199651a3..332ed24b3f 100644
--- a/data/jurisdictions/us/people/troy-downing.md
+++ b/data/jurisdictions/us/people/troy-downing.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MT"
 district: "Congressional District 2"
+represents: "us/states/mt/districts/02"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MT-2 (Congressional District 2).
 
+Represents [Congressional District 2](/us/states/mt/districts/02.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/troy-e-nehls.md b/data/jurisdictions/us/people/troy-e-nehls.md
index 1b4d66977b..7168b0620c 100644
--- a/data/jurisdictions/us/people/troy-e-nehls.md
+++ b/data/jurisdictions/us/people/troy-e-nehls.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 22"
+represents: "us/states/tx/districts/22"
 committees:
   - name: "House Select Subcommittee to Investigate the Remaining Questions Surrounding January 6, 2021"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-22 (Congressional District 22).
 
+Represents [Congressional District 22](/us/states/tx/districts/22.md).
+
 ## Committees
 
 - [House Select Subcommittee to Investigate the Remaining Questions Surrounding January 6, 2021](/us/bodies/house/committees/house-select-subcommittee-to-investigate-the-remaining-questions-surrounding-january-6-2021.md)
diff --git a/data/jurisdictions/us/people/vacant-87661cb1.md b/data/jurisdictions/us/people/vacant-87661cb1.md
index 1ecb1d0f75..c983707947 100644
--- a/data/jurisdictions/us/people/vacant-87661cb1.md
+++ b/data/jurisdictions/us/people/vacant-87661cb1.md
@@ -7,6 +7,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 20"
+represents: "us/states/fl/districts/20"
 tenure:
   start: "2025-01-03"
   current: true
@@ -34,6 +35,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-20 (Congressional District 20).
 
+Represents [Congressional District 20](/us/states/fl/districts/20.md).
+
 ## Sources
 
 - tenure: House Clerk XML 2026-06-10
diff --git a/data/jurisdictions/us/people/vacant-9cf5c3a3.md b/data/jurisdictions/us/people/vacant-9cf5c3a3.md
index 40728b1f28..948544be7a 100644
--- a/data/jurisdictions/us/people/vacant-9cf5c3a3.md
+++ b/data/jurisdictions/us/people/vacant-9cf5c3a3.md
@@ -7,6 +7,7 @@ level: "federal"
 branch: "legislative"
 state: "GA"
 district: "Congressional District 13"
+represents: "us/states/ga/districts/13"
 tenure:
   start: "2025-01-03"
   current: true
@@ -34,6 +35,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - GA-13 (Congressional District 13).
 
+Represents [Congressional District 13](/us/states/ga/districts/13.md).
+
 ## Sources
 
 - tenure: House Clerk XML 2026-06-10
diff --git a/data/jurisdictions/us/people/vacant-ce81a262.md b/data/jurisdictions/us/people/vacant-ce81a262.md
index edfe794e47..76218e9d9c 100644
--- a/data/jurisdictions/us/people/vacant-ce81a262.md
+++ b/data/jurisdictions/us/people/vacant-ce81a262.md
@@ -7,6 +7,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 14"
+represents: "us/states/ca/districts/14"
 tenure:
   start: "2025-01-03"
   current: true
@@ -34,6 +35,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-14 (Congressional District 14).
 
+Represents [Congressional District 14](/us/states/ca/districts/14.md).
+
 ## Sources
 
 - tenure: House Clerk XML 2026-06-10
diff --git a/data/jurisdictions/us/people/vacant-f97291a9.md b/data/jurisdictions/us/people/vacant-f97291a9.md
index f804bf75e4..b7e69d0343 100644
--- a/data/jurisdictions/us/people/vacant-f97291a9.md
+++ b/data/jurisdictions/us/people/vacant-f97291a9.md
@@ -7,6 +7,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 23"
+represents: "us/states/tx/districts/23"
 tenure:
   start: "2025-01-03"
   current: true
@@ -34,6 +35,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-23 (Congressional District 23).
 
+Represents [Congressional District 23](/us/states/tx/districts/23.md).
+
 ## Sources
 
 - tenure: House Clerk XML 2026-06-10
diff --git a/data/jurisdictions/us/people/val-t-hoyle.md b/data/jurisdictions/us/people/val-t-hoyle.md
index b87be23038..9997cda796 100644
--- a/data/jurisdictions/us/people/val-t-hoyle.md
+++ b/data/jurisdictions/us/people/val-t-hoyle.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OR"
 district: "Congressional District 4"
+represents: "us/states/or/districts/04"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OR-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/or/districts/04.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/valerie-p-foushee.md b/data/jurisdictions/us/people/valerie-p-foushee.md
index d181503719..ae5cb099d4 100644
--- a/data/jurisdictions/us/people/valerie-p-foushee.md
+++ b/data/jurisdictions/us/people/valerie-p-foushee.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 4"
+represents: "us/states/nc/districts/04"
 committees:
   - name: "House Committee on Science, Space, and Technology"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/nc/districts/04.md).
+
 ## Committees
 
 - [House Committee on Science, Space, and Technology](/us/bodies/house/committees/science-space-and-technology.md)
diff --git a/data/jurisdictions/us/people/vern-buchanan.md b/data/jurisdictions/us/people/vern-buchanan.md
index d8b6e41c4c..24fcd9baa9 100644
--- a/data/jurisdictions/us/people/vern-buchanan.md
+++ b/data/jurisdictions/us/people/vern-buchanan.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 16"
+represents: "us/states/fl/districts/16"
 committees:
   - name: "House Committee on Ways and Means"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-16 (Congressional District 16).
 
+Represents [Congressional District 16](/us/states/fl/districts/16.md).
+
 ## Committees
 
 - [House Committee on Ways and Means](/us/bodies/house/committees/ways-and-means.md)
diff --git a/data/jurisdictions/us/people/veronica-escobar.md b/data/jurisdictions/us/people/veronica-escobar.md
index 4cb07c5423..edb8acc2a7 100644
--- a/data/jurisdictions/us/people/veronica-escobar.md
+++ b/data/jurisdictions/us/people/veronica-escobar.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 16"
+represents: "us/states/tx/districts/16"
 committees:
   - name: "House Committee on Appropriations"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-16 (Congressional District 16).
 
+Represents [Congressional District 16](/us/states/tx/districts/16.md).
+
 ## Committees
 
 - [House Committee on Appropriations](/us/bodies/house/committees/appropriations.md)
diff --git a/data/jurisdictions/us/people/vicente-gonzalez.md b/data/jurisdictions/us/people/vicente-gonzalez.md
index 25457ec79b..8e99fe9596 100644
--- a/data/jurisdictions/us/people/vicente-gonzalez.md
+++ b/data/jurisdictions/us/people/vicente-gonzalez.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 34"
+represents: "us/states/tx/districts/34"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -47,6 +48,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-34 (Congressional District 34).
 
+Represents [Congressional District 34](/us/states/tx/districts/34.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/victoria-spartz.md b/data/jurisdictions/us/people/victoria-spartz.md
index 64f14aed28..7d4e749d19 100644
--- a/data/jurisdictions/us/people/victoria-spartz.md
+++ b/data/jurisdictions/us/people/victoria-spartz.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IN"
 district: "Congressional District 5"
+represents: "us/states/in/districts/05"
 committees:
   - name: "Joint Economic Committee"
     role: "member"
@@ -41,6 +42,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IN-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/in/districts/05.md).
+
 ## Committees
 
 - [Joint Economic Committee](/us/bodies/joint/committees/joint-economic-committee.md)
diff --git a/data/jurisdictions/us/people/vince-fong.md b/data/jurisdictions/us/people/vince-fong.md
index 0b670a36c0..369005e341 100644
--- a/data/jurisdictions/us/people/vince-fong.md
+++ b/data/jurisdictions/us/people/vince-fong.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 20"
+represents: "us/states/ca/districts/20"
 committees:
   - name: "House Committee on Homeland Security"
     role: "member"
@@ -65,6 +66,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-20 (Congressional District 20).
 
+Represents [Congressional District 20](/us/states/ca/districts/20.md).
+
 ## Committees
 
 - [House Committee on Homeland Security](/us/bodies/house/committees/homeland-security.md)
diff --git a/data/jurisdictions/us/people/virginia-foxx.md b/data/jurisdictions/us/people/virginia-foxx.md
index 27a4cdd3cd..da10bcd964 100644
--- a/data/jurisdictions/us/people/virginia-foxx.md
+++ b/data/jurisdictions/us/people/virginia-foxx.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NC"
 district: "Congressional District 5"
+represents: "us/states/nc/districts/05"
 committees:
   - name: "House Committee on Education and Workforce"
     role: "member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NC-5 (Congressional District 5).
 
+Represents [Congressional District 5](/us/states/nc/districts/05.md).
+
 ## Committees
 
 - [House Committee on Education and Workforce](/us/bodies/house/committees/education-and-workforce.md)
diff --git a/data/jurisdictions/us/people/w-gregory-steube.md b/data/jurisdictions/us/people/w-gregory-steube.md
index 645131e9f9..1525dc9535 100644
--- a/data/jurisdictions/us/people/w-gregory-steube.md
+++ b/data/jurisdictions/us/people/w-gregory-steube.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "FL"
 district: "Congressional District 17"
+represents: "us/states/fl/districts/17"
 committees:
   - name: "House Permanent Select Committee on Intelligence"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - FL-17 (Congressional District 17).
 
+Represents [Congressional District 17](/us/states/fl/districts/17.md).
+
 ## Committees
 
 - [House Permanent Select Committee on Intelligence](/us/bodies/house/committees/house-permanent-select-committee-on-intelligence.md)
diff --git a/data/jurisdictions/us/people/warren-davidson.md b/data/jurisdictions/us/people/warren-davidson.md
index e5b3ea4038..d070265a55 100644
--- a/data/jurisdictions/us/people/warren-davidson.md
+++ b/data/jurisdictions/us/people/warren-davidson.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "OH"
 district: "Congressional District 8"
+represents: "us/states/oh/districts/08"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - OH-8 (Congressional District 8).
 
+Represents [Congressional District 8](/us/states/oh/districts/08.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/wesley-bell.md b/data/jurisdictions/us/people/wesley-bell.md
index a34120c048..1567ed7d5e 100644
--- a/data/jurisdictions/us/people/wesley-bell.md
+++ b/data/jurisdictions/us/people/wesley-bell.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MO"
 district: "Congressional District 1"
+represents: "us/states/mo/districts/01"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MO-1 (Congressional District 1).
 
+Represents [Congressional District 1](/us/states/mo/districts/01.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/wesley-hunt.md b/data/jurisdictions/us/people/wesley-hunt.md
index eaac0699ac..7e731e36b4 100644
--- a/data/jurisdictions/us/people/wesley-hunt.md
+++ b/data/jurisdictions/us/people/wesley-hunt.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "TX"
 district: "Congressional District 38"
+represents: "us/states/tx/districts/38"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - TX-38 (Congressional District 38).
 
+Represents [Congressional District 38](/us/states/tx/districts/38.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/william-r-keating.md b/data/jurisdictions/us/people/william-r-keating.md
index 3603edbf00..888404184b 100644
--- a/data/jurisdictions/us/people/william-r-keating.md
+++ b/data/jurisdictions/us/people/william-r-keating.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "MA"
 district: "Congressional District 9"
+represents: "us/states/ma/districts/09"
 committees:
   - name: "House Committee on Armed Services"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - MA-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/ma/districts/09.md).
+
 ## Committees
 
 - [House Committee on Armed Services](/us/bodies/house/committees/armed-services.md)
diff --git a/data/jurisdictions/us/people/william-r-timmons-iv.md b/data/jurisdictions/us/people/william-r-timmons-iv.md
index 878062bdb1..8876541823 100644
--- a/data/jurisdictions/us/people/william-r-timmons-iv.md
+++ b/data/jurisdictions/us/people/william-r-timmons-iv.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "SC"
 district: "Congressional District 4"
+represents: "us/states/sc/districts/04"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - SC-4 (Congressional District 4).
 
+Represents [Congressional District 4](/us/states/sc/districts/04.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/yassamin-ansari.md b/data/jurisdictions/us/people/yassamin-ansari.md
index 3e78ad6f8e..b7987a0f33 100644
--- a/data/jurisdictions/us/people/yassamin-ansari.md
+++ b/data/jurisdictions/us/people/yassamin-ansari.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "AZ"
 district: "Congressional District 3"
+represents: "us/states/az/districts/03"
 committees:
   - name: "House Committee on Natural Resources"
     role: "member"
@@ -56,6 +57,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - AZ-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/az/districts/03.md).
+
 ## Committees
 
 - [House Committee on Natural Resources](/us/bodies/house/committees/natural-resources.md)
diff --git a/data/jurisdictions/us/people/young-kim.md b/data/jurisdictions/us/people/young-kim.md
index e67177cd21..e6cf5917be 100644
--- a/data/jurisdictions/us/people/young-kim.md
+++ b/data/jurisdictions/us/people/young-kim.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 40"
+represents: "us/states/ca/districts/40"
 committees:
   - name: "House Committee on Financial Services"
     role: "member"
@@ -59,6 +60,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-40 (Congressional District 40).
 
+Represents [Congressional District 40](/us/states/ca/districts/40.md).
+
 ## Committees
 
 - [House Committee on Financial Services](/us/bodies/house/committees/financial-services.md)
diff --git a/data/jurisdictions/us/people/yvette-d-clarke.md b/data/jurisdictions/us/people/yvette-d-clarke.md
index 5e96d8bb27..0528f03dc0 100644
--- a/data/jurisdictions/us/people/yvette-d-clarke.md
+++ b/data/jurisdictions/us/people/yvette-d-clarke.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "NY"
 district: "Congressional District 9"
+represents: "us/states/ny/districts/09"
 committees:
   - name: "House Committee on Energy and Commerce"
     role: "member"
@@ -50,6 +51,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - NY-9 (Congressional District 9).
 
+Represents [Congressional District 9](/us/states/ny/districts/09.md).
+
 ## Committees
 
 - [House Committee on Energy and Commerce](/us/bodies/house/committees/energy-and-commerce.md)
diff --git a/data/jurisdictions/us/people/zachary-nunn.md b/data/jurisdictions/us/people/zachary-nunn.md
index 8c6a66c928..4b99c4e79e 100644
--- a/data/jurisdictions/us/people/zachary-nunn.md
+++ b/data/jurisdictions/us/people/zachary-nunn.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "IA"
 district: "Congressional District 3"
+represents: "us/states/ia/districts/03"
 committees:
   - name: "House Committee on Agriculture"
     role: "member"
@@ -62,6 +63,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - IA-3 (Congressional District 3).
 
+Represents [Congressional District 3](/us/states/ia/districts/03.md).
+
 ## Committees
 
 - [House Committee on Agriculture](/us/bodies/house/committees/agriculture.md)
diff --git a/data/jurisdictions/us/people/zoe-lofgren.md b/data/jurisdictions/us/people/zoe-lofgren.md
index c2746211d2..1b69a1c179 100644
--- a/data/jurisdictions/us/people/zoe-lofgren.md
+++ b/data/jurisdictions/us/people/zoe-lofgren.md
@@ -8,6 +8,7 @@ level: "federal"
 branch: "legislative"
 state: "CA"
 district: "Congressional District 18"
+represents: "us/states/ca/districts/18"
 committees:
   - name: "House Committee on Science, Space, and Technology"
     role: "ranking-member"
@@ -53,6 +54,8 @@ timestamp: "2026-07-04"
 
 Current U.S. House of Representatives - CA-18 (Congressional District 18).
 
+Represents [Congressional District 18](/us/states/ca/districts/18.md).
+
 ## Committees
 
 - [House Committee on Science, Space, and Technology](/us/bodies/house/committees/science-space-and-technology.md) — **ranking-member**
diff --git a/data/jurisdictions/us/states/ak/counties/aleutians-east-borough/index.md b/data/jurisdictions/us/states/ak/counties/aleutians-east-borough/index.md
index fb34cbb443..e7808296e3 100644
--- a/data/jurisdictions/us/states/ak/counties/aleutians-east-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/aleutians-east-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1395
   hispanic: 303
   bachelors_plus: 630
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.4954
+  - to: "us/states/ak/districts/senate/s"
+    rel: in-district
+    area_weight: 0.4774
+  - to: "us/states/ak/districts/house/37"
+    rel: in-district
+    area_weight: 0.4774
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 303 |
 | Bachelor's or higher | 630 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 50% (congressional)
+- [AK Senate District S](/us/states/ak/districts/senate/s.md) — 48% (state senate)
+- [AK House District 37](/us/states/ak/districts/house/37.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/aleutians-west-census-area/index.md b/data/jurisdictions/us/states/ak/counties/aleutians-west-census-area/index.md
index 72c8a8daed..cb098e7b81 100644
--- a/data/jurisdictions/us/states/ak/counties/aleutians-west-census-area/index.md
+++ b/data/jurisdictions/us/states/ak/counties/aleutians-west-census-area/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 435
   hispanic: 715
   bachelors_plus: 892
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.341
+  - to: "us/states/ak/districts/senate/s"
+    rel: in-district
+    area_weight: 0.3219
+  - to: "us/states/ak/districts/house/37"
+    rel: in-district
+    area_weight: 0.3219
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 715 |
 | Bachelor's or higher | 892 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 34% (congressional)
+- [AK Senate District S](/us/states/ak/districts/senate/s.md) — 32% (state senate)
+- [AK House District 37](/us/states/ak/districts/house/37.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/anchorage-municipality/index.md b/data/jurisdictions/us/states/ak/counties/anchorage-municipality/index.md
index b703eb203c..62e6902d00 100644
--- a/data/jurisdictions/us/states/ak/counties/anchorage-municipality/index.md
+++ b/data/jurisdictions/us/states/ak/counties/anchorage-municipality/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 22259
   hispanic: 28654
   bachelors_plus: 110116
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.8953
+  - to: "us/states/ak/districts/senate/l"
+    rel: in-district
+    area_weight: 0.5114
+  - to: "us/states/ak/districts/senate/e"
+    rel: in-district
+    area_weight: 0.3192
+  - to: "us/states/ak/districts/senate/i"
+    rel: in-district
+    area_weight: 0.0216
+  - to: "us/states/ak/districts/senate/h"
+    rel: in-district
+    area_weight: 0.0134
+  - to: "us/states/ak/districts/senate/f"
+    rel: in-district
+    area_weight: 0.0113
+  - to: "us/states/ak/districts/senate/g"
+    rel: in-district
+    area_weight: 0.0052
+  - to: "us/states/ak/districts/house/24"
+    rel: in-district
+    area_weight: 0.3512
+  - to: "us/states/ak/districts/house/9"
+    rel: in-district
+    area_weight: 0.3148
+  - to: "us/states/ak/districts/house/23"
+    rel: in-district
+    area_weight: 0.1601
+  - to: "us/states/ak/districts/house/18"
+    rel: in-district
+    area_weight: 0.0195
+  - to: "us/states/ak/districts/house/16"
+    rel: in-district
+    area_weight: 0.0109
+  - to: "us/states/ak/districts/house/12"
+    rel: in-district
+    area_weight: 0.0064
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction.
 | Hispanic/Latino | 28654 |
 | Bachelor's or higher | 110116 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 90% (congressional)
+- [AK Senate District L](/us/states/ak/districts/senate/l.md) — 51% (state senate)
+- [AK Senate District E](/us/states/ak/districts/senate/e.md) — 32% (state senate)
+- [AK Senate District I](/us/states/ak/districts/senate/i.md) — 2% (state senate)
+- [AK Senate District H](/us/states/ak/districts/senate/h.md) — 1% (state senate)
+- [AK Senate District F](/us/states/ak/districts/senate/f.md) — 1% (state senate)
+- [AK Senate District G](/us/states/ak/districts/senate/g.md) — 1% (state senate)
+- [AK House District 24](/us/states/ak/districts/house/24.md) — 35% (state house)
+- [AK House District 9](/us/states/ak/districts/house/9.md) — 31% (state house)
+- [AK House District 23](/us/states/ak/districts/house/23.md) — 16% (state house)
+- [AK House District 18](/us/states/ak/districts/house/18.md) — 2% (state house)
+- [AK House District 16](/us/states/ak/districts/house/16.md) — 1% (state house)
+- [AK House District 12](/us/states/ak/districts/house/12.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/bethel-census-area/index.md b/data/jurisdictions/us/states/ak/counties/bethel-census-area/index.md
index 6adfb761a1..1d58294c48 100644
--- a/data/jurisdictions/us/states/ak/counties/bethel-census-area/index.md
+++ b/data/jurisdictions/us/states/ak/counties/bethel-census-area/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 15445
   hispanic: 270
   bachelors_plus: 1792
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.9342
+  - to: "us/states/ak/districts/senate/s"
+    rel: in-district
+    area_weight: 0.9336
+  - to: "us/states/ak/districts/house/38"
+    rel: in-district
+    area_weight: 0.4786
+  - to: "us/states/ak/districts/house/37"
+    rel: in-district
+    area_weight: 0.455
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 270 |
 | Bachelor's or higher | 1792 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 93% (congressional)
+- [AK Senate District S](/us/states/ak/districts/senate/s.md) — 93% (state senate)
+- [AK House District 38](/us/states/ak/districts/house/38.md) — 48% (state house)
+- [AK House District 37](/us/states/ak/districts/house/37.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/bristol-bay-borough/index.md b/data/jurisdictions/us/states/ak/counties/bristol-bay-borough/index.md
index 3fa874f2af..d27d3a5d01 100644
--- a/data/jurisdictions/us/states/ak/counties/bristol-bay-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/bristol-bay-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 194
   hispanic: 46
   bachelors_plus: 182
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.6043
+  - to: "us/states/ak/districts/senate/s"
+    rel: in-district
+    area_weight: 0.6022
+  - to: "us/states/ak/districts/house/37"
+    rel: in-district
+    area_weight: 0.6022
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 46 |
 | Bachelor's or higher | 182 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 60% (congressional)
+- [AK Senate District S](/us/states/ak/districts/senate/s.md) — 60% (state senate)
+- [AK House District 37](/us/states/ak/districts/house/37.md) — 60% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/denali-borough/index.md b/data/jurisdictions/us/states/ak/counties/denali-borough/index.md
index f401f39318..20a29b790a 100644
--- a/data/jurisdictions/us/states/ak/counties/denali-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/denali-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 57
   hispanic: 160
   bachelors_plus: 541
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ak/districts/senate/o"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ak/districts/house/30"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 160 |
 | Bachelor's or higher | 541 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 100% (congressional)
+- [AK Senate District O](/us/states/ak/districts/senate/o.md) — 100% (state senate)
+- [AK House District 30](/us/states/ak/districts/house/30.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/dillingham-census-area/index.md b/data/jurisdictions/us/states/ak/counties/dillingham-census-area/index.md
index 161149f91c..a83a18f158 100644
--- a/data/jurisdictions/us/states/ak/counties/dillingham-census-area/index.md
+++ b/data/jurisdictions/us/states/ak/counties/dillingham-census-area/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3361
   hispanic: 177
   bachelors_plus: 686
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.9235
+  - to: "us/states/ak/districts/senate/s"
+    rel: in-district
+    area_weight: 0.9213
+  - to: "us/states/ak/districts/house/37"
+    rel: in-district
+    area_weight: 0.9213
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 177 |
 | Bachelor's or higher | 686 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 92% (congressional)
+- [AK Senate District S](/us/states/ak/districts/senate/s.md) — 92% (state senate)
+- [AK House District 37](/us/states/ak/districts/house/37.md) — 92% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/fairbanks-north-star-borough/index.md b/data/jurisdictions/us/states/ak/counties/fairbanks-north-star-borough/index.md
index d2e68779bc..c316d9d86d 100644
--- a/data/jurisdictions/us/states/ak/counties/fairbanks-north-star-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/fairbanks-north-star-borough/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 7072
   hispanic: 8742
   bachelors_plus: 29569
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ak/districts/senate/q"
+    rel: in-district
+    area_weight: 0.5764
+  - to: "us/states/ak/districts/senate/r"
+    rel: in-district
+    area_weight: 0.4168
+  - to: "us/states/ak/districts/senate/p"
+    rel: in-district
+    area_weight: 0.0069
+  - to: "us/states/ak/districts/house/34"
+    rel: in-district
+    area_weight: 0.561
+  - to: "us/states/ak/districts/house/36"
+    rel: in-district
+    area_weight: 0.2138
+  - to: "us/states/ak/districts/house/35"
+    rel: in-district
+    area_weight: 0.2029
+  - to: "us/states/ak/districts/house/33"
+    rel: in-district
+    area_weight: 0.0153
+  - to: "us/states/ak/districts/house/32"
+    rel: in-district
+    area_weight: 0.0055
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8742 |
 | Bachelor's or higher | 29569 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 100% (congressional)
+- [AK Senate District Q](/us/states/ak/districts/senate/q.md) — 58% (state senate)
+- [AK Senate District R](/us/states/ak/districts/senate/r.md) — 42% (state senate)
+- [AK Senate District P](/us/states/ak/districts/senate/p.md) — 1% (state senate)
+- [AK House District 34](/us/states/ak/districts/house/34.md) — 56% (state house)
+- [AK House District 36](/us/states/ak/districts/house/36.md) — 21% (state house)
+- [AK House District 35](/us/states/ak/districts/house/35.md) — 20% (state house)
+- [AK House District 33](/us/states/ak/districts/house/33.md) — 2% (state house)
+- [AK House District 32](/us/states/ak/districts/house/32.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/haines-borough/index.md b/data/jurisdictions/us/states/ak/counties/haines-borough/index.md
index 410b8df63d..66a142c2a2 100644
--- a/data/jurisdictions/us/states/ak/counties/haines-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/haines-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 129
   hispanic: 96
   bachelors_plus: 761
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.8812
+  - to: "us/states/ak/districts/senate/b"
+    rel: in-district
+    area_weight: 0.8785
+  - to: "us/states/ak/districts/house/3"
+    rel: in-district
+    area_weight: 0.8785
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 96 |
 | Bachelor's or higher | 761 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 88% (congressional)
+- [AK Senate District B](/us/states/ak/districts/senate/b.md) — 88% (state senate)
+- [AK House District 3](/us/states/ak/districts/house/3.md) — 88% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/hoonah-angoon-census-area/index.md b/data/jurisdictions/us/states/ak/counties/hoonah-angoon-census-area/index.md
index 26700547b0..82ef8da120 100644
--- a/data/jurisdictions/us/states/ak/counties/hoonah-angoon-census-area/index.md
+++ b/data/jurisdictions/us/states/ak/counties/hoonah-angoon-census-area/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 607
   hispanic: 255
   bachelors_plus: 561
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.7348
+  - to: "us/states/ak/districts/senate/a"
+    rel: in-district
+    area_weight: 0.5523
+  - to: "us/states/ak/districts/senate/b"
+    rel: in-district
+    area_weight: 0.1635
+  - to: "us/states/ak/districts/house/2"
+    rel: in-district
+    area_weight: 0.5523
+  - to: "us/states/ak/districts/house/3"
+    rel: in-district
+    area_weight: 0.1635
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 255 |
 | Bachelor's or higher | 561 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 73% (congressional)
+- [AK Senate District A](/us/states/ak/districts/senate/a.md) — 55% (state senate)
+- [AK Senate District B](/us/states/ak/districts/senate/b.md) — 16% (state senate)
+- [AK House District 2](/us/states/ak/districts/house/2.md) — 55% (state house)
+- [AK House District 3](/us/states/ak/districts/house/3.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/juneau-city-and-borough/index.md b/data/jurisdictions/us/states/ak/counties/juneau-city-and-borough/index.md
index b3af64708b..f12f987007 100644
--- a/data/jurisdictions/us/states/ak/counties/juneau-city-and-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/juneau-city-and-borough/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2786
   hispanic: 2245
   bachelors_plus: 12922
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.8761
+  - to: "us/states/ak/districts/senate/b"
+    rel: in-district
+    area_weight: 0.8628
+  - to: "us/states/ak/districts/house/4"
+    rel: in-district
+    area_weight: 0.6558
+  - to: "us/states/ak/districts/house/3"
+    rel: in-district
+    area_weight: 0.207
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2245 |
 | Bachelor's or higher | 12922 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 88% (congressional)
+- [AK Senate District B](/us/states/ak/districts/senate/b.md) — 86% (state senate)
+- [AK House District 4](/us/states/ak/districts/house/4.md) — 66% (state house)
+- [AK House District 3](/us/states/ak/districts/house/3.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/kenai-peninsula-borough/index.md b/data/jurisdictions/us/states/ak/counties/kenai-peninsula-borough/index.md
index 741e068129..ca76a8753b 100644
--- a/data/jurisdictions/us/states/ak/counties/kenai-peninsula-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/kenai-peninsula-borough/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 3775
   hispanic: 2654
   bachelors_plus: 17215
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.6743
+  - to: "us/states/ak/districts/senate/s"
+    rel: in-district
+    area_weight: 0.3144
+  - to: "us/states/ak/districts/senate/d"
+    rel: in-district
+    area_weight: 0.1794
+  - to: "us/states/ak/districts/senate/c"
+    rel: in-district
+    area_weight: 0.1733
+  - to: "us/states/ak/districts/house/37"
+    rel: in-district
+    area_weight: 0.3144
+  - to: "us/states/ak/districts/house/8"
+    rel: in-district
+    area_weight: 0.1763
+  - to: "us/states/ak/districts/house/6"
+    rel: in-district
+    area_weight: 0.1054
+  - to: "us/states/ak/districts/house/5"
+    rel: in-district
+    area_weight: 0.0679
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 2654 |
 | Bachelor's or higher | 17215 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 67% (congressional)
+- [AK Senate District S](/us/states/ak/districts/senate/s.md) — 31% (state senate)
+- [AK Senate District D](/us/states/ak/districts/senate/d.md) — 18% (state senate)
+- [AK Senate District C](/us/states/ak/districts/senate/c.md) — 17% (state senate)
+- [AK House District 37](/us/states/ak/districts/house/37.md) — 31% (state house)
+- [AK House District 8](/us/states/ak/districts/house/8.md) — 18% (state house)
+- [AK House District 6](/us/states/ak/districts/house/6.md) — 11% (state house)
+- [AK House District 5](/us/states/ak/districts/house/5.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/ketchikan-gateway-borough/index.md b/data/jurisdictions/us/states/ak/counties/ketchikan-gateway-borough/index.md
index 3286016edd..fb04507776 100644
--- a/data/jurisdictions/us/states/ak/counties/ketchikan-gateway-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/ketchikan-gateway-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1734
   hispanic: 744
   bachelors_plus: 3688
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.7888
+  - to: "us/states/ak/districts/senate/a"
+    rel: in-district
+    area_weight: 0.7749
+  - to: "us/states/ak/districts/house/1"
+    rel: in-district
+    area_weight: 0.7749
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 744 |
 | Bachelor's or higher | 3688 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 79% (congressional)
+- [AK Senate District A](/us/states/ak/districts/senate/a.md) — 77% (state senate)
+- [AK House District 1](/us/states/ak/districts/house/1.md) — 77% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/kodiak-island-borough/index.md b/data/jurisdictions/us/states/ak/counties/kodiak-island-borough/index.md
index ea17acc9c6..6e0bddb3b6 100644
--- a/data/jurisdictions/us/states/ak/counties/kodiak-island-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/kodiak-island-borough/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1336
   hispanic: 1064
   bachelors_plus: 3182
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.5962
+  - to: "us/states/ak/districts/senate/c"
+    rel: in-district
+    area_weight: 0.4313
+  - to: "us/states/ak/districts/senate/s"
+    rel: in-district
+    area_weight: 0.1519
+  - to: "us/states/ak/districts/house/5"
+    rel: in-district
+    area_weight: 0.4313
+  - to: "us/states/ak/districts/house/37"
+    rel: in-district
+    area_weight: 0.1519
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1064 |
 | Bachelor's or higher | 3182 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 60% (congressional)
+- [AK Senate District C](/us/states/ak/districts/senate/c.md) — 43% (state senate)
+- [AK Senate District S](/us/states/ak/districts/senate/s.md) — 15% (state senate)
+- [AK House District 5](/us/states/ak/districts/house/5.md) — 43% (state house)
+- [AK House District 37](/us/states/ak/districts/house/37.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/lake-and-peninsula-borough/index.md b/data/jurisdictions/us/states/ak/counties/lake-and-peninsula-borough/index.md
index 8b305f6610..cca288ee60 100644
--- a/data/jurisdictions/us/states/ak/counties/lake-and-peninsula-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/lake-and-peninsula-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 455
   hispanic: 28
   bachelors_plus: 143
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.7926
+  - to: "us/states/ak/districts/senate/s"
+    rel: in-district
+    area_weight: 0.7907
+  - to: "us/states/ak/districts/house/37"
+    rel: in-district
+    area_weight: 0.7907
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 28 |
 | Bachelor's or higher | 143 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 79% (congressional)
+- [AK Senate District S](/us/states/ak/districts/senate/s.md) — 79% (state senate)
+- [AK House District 37](/us/states/ak/districts/house/37.md) — 79% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/matanuska-susitna-borough/index.md b/data/jurisdictions/us/states/ak/counties/matanuska-susitna-borough/index.md
index 842501d979..f1303a9c1b 100644
--- a/data/jurisdictions/us/states/ak/counties/matanuska-susitna-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/matanuska-susitna-borough/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 7674
   hispanic: 6817
   bachelors_plus: 28406
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.9895
+  - to: "us/states/ak/districts/senate/o"
+    rel: in-district
+    area_weight: 0.9744
+  - to: "us/states/ak/districts/senate/m"
+    rel: in-district
+    area_weight: 0.0113
+  - to: "us/states/ak/districts/house/30"
+    rel: in-district
+    area_weight: 0.4949
+  - to: "us/states/ak/districts/house/29"
+    rel: in-district
+    area_weight: 0.4796
+  - to: "us/states/ak/districts/house/25"
+    rel: in-district
+    area_weight: 0.0081
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 6817 |
 | Bachelor's or higher | 28406 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 99% (congressional)
+- [AK Senate District O](/us/states/ak/districts/senate/o.md) — 97% (state senate)
+- [AK Senate District M](/us/states/ak/districts/senate/m.md) — 1% (state senate)
+- [AK House District 30](/us/states/ak/districts/house/30.md) — 49% (state house)
+- [AK House District 29](/us/states/ak/districts/house/29.md) — 48% (state house)
+- [AK House District 25](/us/states/ak/districts/house/25.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/nome-census-area/index.md b/data/jurisdictions/us/states/ak/counties/nome-census-area/index.md
index 7cc46c24d9..66978ae0f8 100644
--- a/data/jurisdictions/us/states/ak/counties/nome-census-area/index.md
+++ b/data/jurisdictions/us/states/ak/counties/nome-census-area/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7301
   hispanic: 214
   bachelors_plus: 1106
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.8431
+  - to: "us/states/ak/districts/senate/t"
+    rel: in-district
+    area_weight: 0.8405
+  - to: "us/states/ak/districts/house/39"
+    rel: in-district
+    area_weight: 0.8405
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 214 |
 | Bachelor's or higher | 1106 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 84% (congressional)
+- [AK Senate District T](/us/states/ak/districts/senate/t.md) — 84% (state senate)
+- [AK House District 39](/us/states/ak/districts/house/39.md) — 84% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/north-slope-borough/index.md b/data/jurisdictions/us/states/ak/counties/north-slope-borough/index.md
index a8e9e1e5cf..3dbb7ea0fb 100644
--- a/data/jurisdictions/us/states/ak/counties/north-slope-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/north-slope-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5413
   hispanic: 583
   bachelors_plus: 1541
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.9504
+  - to: "us/states/ak/districts/senate/t"
+    rel: in-district
+    area_weight: 0.949
+  - to: "us/states/ak/districts/house/40"
+    rel: in-district
+    area_weight: 0.949
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 583 |
 | Bachelor's or higher | 1541 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 95% (congressional)
+- [AK Senate District T](/us/states/ak/districts/senate/t.md) — 95% (state senate)
+- [AK House District 40](/us/states/ak/districts/house/40.md) — 95% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/northwest-arctic-borough/index.md b/data/jurisdictions/us/states/ak/counties/northwest-arctic-borough/index.md
index 9d32ecc2bc..af9adf2416 100644
--- a/data/jurisdictions/us/states/ak/counties/northwest-arctic-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/northwest-arctic-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5997
   hispanic: 173
   bachelors_plus: 593
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.9075
+  - to: "us/states/ak/districts/senate/t"
+    rel: in-district
+    area_weight: 0.8957
+  - to: "us/states/ak/districts/house/40"
+    rel: in-district
+    area_weight: 0.8957
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 173 |
 | Bachelor's or higher | 593 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 91% (congressional)
+- [AK Senate District T](/us/states/ak/districts/senate/t.md) — 90% (state senate)
+- [AK House District 40](/us/states/ak/districts/house/40.md) — 90% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/petersburg-borough/index.md b/data/jurisdictions/us/states/ak/counties/petersburg-borough/index.md
index 3ffebd6c5d..57c2e876df 100644
--- a/data/jurisdictions/us/states/ak/counties/petersburg-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/petersburg-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 261
   hispanic: 371
   bachelors_plus: 849
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.8046
+  - to: "us/states/ak/districts/senate/a"
+    rel: in-district
+    area_weight: 0.8001
+  - to: "us/states/ak/districts/house/2"
+    rel: in-district
+    area_weight: 0.8001
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 371 |
 | Bachelor's or higher | 849 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 80% (congressional)
+- [AK Senate District A](/us/states/ak/districts/senate/a.md) — 80% (state senate)
+- [AK House District 2](/us/states/ak/districts/house/2.md) — 80% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/prince-of-wales-hyder-census-area/index.md b/data/jurisdictions/us/states/ak/counties/prince-of-wales-hyder-census-area/index.md
index 3c50e27dc7..c4d80427db 100644
--- a/data/jurisdictions/us/states/ak/counties/prince-of-wales-hyder-census-area/index.md
+++ b/data/jurisdictions/us/states/ak/counties/prince-of-wales-hyder-census-area/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2107
   hispanic: 220
   bachelors_plus: 818
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.5685
+  - to: "us/states/ak/districts/senate/a"
+    rel: in-district
+    area_weight: 0.537
+  - to: "us/states/ak/districts/house/2"
+    rel: in-district
+    area_weight: 0.499
+  - to: "us/states/ak/districts/house/1"
+    rel: in-district
+    area_weight: 0.038
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 220 |
 | Bachelor's or higher | 818 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 57% (congressional)
+- [AK Senate District A](/us/states/ak/districts/senate/a.md) — 54% (state senate)
+- [AK House District 2](/us/states/ak/districts/house/2.md) — 50% (state house)
+- [AK House District 1](/us/states/ak/districts/house/1.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/sitka-city-and-borough/index.md b/data/jurisdictions/us/states/ak/counties/sitka-city-and-borough/index.md
index 3ff85d4bfb..1db7808442 100644
--- a/data/jurisdictions/us/states/ak/counties/sitka-city-and-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/sitka-city-and-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 641
   hispanic: 577
   bachelors_plus: 2901
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.6908
+  - to: "us/states/ak/districts/senate/a"
+    rel: in-district
+    area_weight: 0.6615
+  - to: "us/states/ak/districts/house/2"
+    rel: in-district
+    area_weight: 0.6615
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 577 |
 | Bachelor's or higher | 2901 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 69% (congressional)
+- [AK Senate District A](/us/states/ak/districts/senate/a.md) — 66% (state senate)
+- [AK House District 2](/us/states/ak/districts/house/2.md) — 66% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/skagway-municipality/index.md b/data/jurisdictions/us/states/ak/counties/skagway-municipality/index.md
index 29e2abf0ab..ce0d2e1ef5 100644
--- a/data/jurisdictions/us/states/ak/counties/skagway-municipality/index.md
+++ b/data/jurisdictions/us/states/ak/counties/skagway-municipality/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 69
   hispanic: 80
   bachelors_plus: 342
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ak/districts/senate/b"
+    rel: in-district
+    area_weight: 0.9797
+  - to: "us/states/ak/districts/house/3"
+    rel: in-district
+    area_weight: 0.9797
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 80 |
 | Bachelor's or higher | 342 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 100% (congressional)
+- [AK Senate District B](/us/states/ak/districts/senate/b.md) — 98% (state senate)
+- [AK House District 3](/us/states/ak/districts/house/3.md) — 98% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/southeast-fairbanks-census-area/index.md b/data/jurisdictions/us/states/ak/counties/southeast-fairbanks-census-area/index.md
index b935bd139a..4c2d9b9363 100644
--- a/data/jurisdictions/us/states/ak/counties/southeast-fairbanks-census-area/index.md
+++ b/data/jurisdictions/us/states/ak/counties/southeast-fairbanks-census-area/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 647
   hispanic: 421
   bachelors_plus: 1453
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ak/districts/senate/r"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ak/districts/house/36"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 421 |
 | Bachelor's or higher | 1453 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 100% (congressional)
+- [AK Senate District R](/us/states/ak/districts/senate/r.md) — 100% (state senate)
+- [AK House District 36](/us/states/ak/districts/house/36.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/wrangell-city-and-borough/index.md b/data/jurisdictions/us/states/ak/counties/wrangell-city-and-borough/index.md
index 0e2a4c36e9..ebfd5d380b 100644
--- a/data/jurisdictions/us/states/ak/counties/wrangell-city-and-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/wrangell-city-and-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 381
   hispanic: 79
   bachelors_plus: 417
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.8026
+  - to: "us/states/ak/districts/senate/a"
+    rel: in-district
+    area_weight: 0.7714
+  - to: "us/states/ak/districts/house/1"
+    rel: in-district
+    area_weight: 0.7714
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 79 |
 | Bachelor's or higher | 417 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 80% (congressional)
+- [AK Senate District A](/us/states/ak/districts/senate/a.md) — 77% (state senate)
+- [AK House District 1](/us/states/ak/districts/house/1.md) — 77% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/yakutat-city-and-borough/index.md b/data/jurisdictions/us/states/ak/counties/yakutat-city-and-borough/index.md
index 75c4514631..d9377c7d24 100644
--- a/data/jurisdictions/us/states/ak/counties/yakutat-city-and-borough/index.md
+++ b/data/jurisdictions/us/states/ak/counties/yakutat-city-and-borough/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 111
   hispanic: 46
   bachelors_plus: 84
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.869
+  - to: "us/states/ak/districts/senate/a"
+    rel: in-district
+    area_weight: 0.8669
+  - to: "us/states/ak/districts/house/2"
+    rel: in-district
+    area_weight: 0.8669
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 46 |
 | Bachelor's or higher | 84 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 87% (congressional)
+- [AK Senate District A](/us/states/ak/districts/senate/a.md) — 87% (state senate)
+- [AK House District 2](/us/states/ak/districts/house/2.md) — 87% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/counties/yukon-koyukuk-census-area/index.md b/data/jurisdictions/us/states/ak/counties/yukon-koyukuk-census-area/index.md
index 9e2c87c130..a58281fbc3 100644
--- a/data/jurisdictions/us/states/ak/counties/yukon-koyukuk-census-area/index.md
+++ b/data/jurisdictions/us/states/ak/counties/yukon-koyukuk-census-area/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3419
   hispanic: 115
   bachelors_plus: 780
+districts:
+  - to: "us/states/ak/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ak/districts/senate/r"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ak/districts/house/36"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ak]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 115 |
 | Bachelor's or higher | 780 |
 
+## Districts
+
+- [AK-00](/us/states/ak/districts/00.md) — 100% (congressional)
+- [AK Senate District R](/us/states/ak/districts/senate/r.md) — 100% (state senate)
+- [AK House District 36](/us/states/ak/districts/house/36.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ak/districts/00.md b/data/jurisdictions/us/states/ak/districts/00.md
index 9c5e0bd95f..50e6ecd063 100644
--- a/data/jurisdictions/us/states/ak/districts/00.md
+++ b/data/jurisdictions/us/states/ak/districts/00.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 163093
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ak]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ak/districts/house/1.md b/data/jurisdictions/us/states/ak/districts/house/1.md
new file mode 100644
index 0000000000..97734b7915
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 1"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 1
+
+State House district 1 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/10.md b/data/jurisdictions/us/states/ak/districts/house/10.md
new file mode 100644
index 0000000000..6b0a8b353a
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 10"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 10
+
+State House district 10 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/11.md b/data/jurisdictions/us/states/ak/districts/house/11.md
new file mode 100644
index 0000000000..f218bbb9f1
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 11"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 11
+
+State House district 11 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/12.md b/data/jurisdictions/us/states/ak/districts/house/12.md
new file mode 100644
index 0000000000..13a45dcf82
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 12"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 12
+
+State House district 12 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/13.md b/data/jurisdictions/us/states/ak/districts/house/13.md
new file mode 100644
index 0000000000..d73ce1d81d
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 13"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 13
+
+State House district 13 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/14.md b/data/jurisdictions/us/states/ak/districts/house/14.md
new file mode 100644
index 0000000000..8d3a2ab679
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 14"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 14
+
+State House district 14 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/15.md b/data/jurisdictions/us/states/ak/districts/house/15.md
new file mode 100644
index 0000000000..c7da34a576
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 15"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 15
+
+State House district 15 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/16.md b/data/jurisdictions/us/states/ak/districts/house/16.md
new file mode 100644
index 0000000000..74312fd04b
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 16"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 16
+
+State House district 16 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/17.md b/data/jurisdictions/us/states/ak/districts/house/17.md
new file mode 100644
index 0000000000..c0df18fc1b
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 17"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 17
+
+State House district 17 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/18.md b/data/jurisdictions/us/states/ak/districts/house/18.md
new file mode 100644
index 0000000000..2ed4205738
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 18"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 18
+
+State House district 18 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/19.md b/data/jurisdictions/us/states/ak/districts/house/19.md
new file mode 100644
index 0000000000..93b0040298
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 19"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 19
+
+State House district 19 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/2.md b/data/jurisdictions/us/states/ak/districts/house/2.md
new file mode 100644
index 0000000000..83f680d268
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 2"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 2
+
+State House district 2 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/20.md b/data/jurisdictions/us/states/ak/districts/house/20.md
new file mode 100644
index 0000000000..db511a971e
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 20"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 20
+
+State House district 20 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/21.md b/data/jurisdictions/us/states/ak/districts/house/21.md
new file mode 100644
index 0000000000..5cb63481b8
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 21"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 21
+
+State House district 21 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/22.md b/data/jurisdictions/us/states/ak/districts/house/22.md
new file mode 100644
index 0000000000..8939d8529a
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 22"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 22
+
+State House district 22 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/23.md b/data/jurisdictions/us/states/ak/districts/house/23.md
new file mode 100644
index 0000000000..dcf2419b90
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 23"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 23
+
+State House district 23 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/24.md b/data/jurisdictions/us/states/ak/districts/house/24.md
new file mode 100644
index 0000000000..567f4fce45
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 24"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 24
+
+State House district 24 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/25.md b/data/jurisdictions/us/states/ak/districts/house/25.md
new file mode 100644
index 0000000000..56b22d7b2f
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 25"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 25
+
+State House district 25 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/26.md b/data/jurisdictions/us/states/ak/districts/house/26.md
new file mode 100644
index 0000000000..97d64c0898
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 26"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 26
+
+State House district 26 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/27.md b/data/jurisdictions/us/states/ak/districts/house/27.md
new file mode 100644
index 0000000000..5acc609de5
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 27"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 27
+
+State House district 27 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/28.md b/data/jurisdictions/us/states/ak/districts/house/28.md
new file mode 100644
index 0000000000..5ceb4f57c7
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 28"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 28
+
+State House district 28 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/29.md b/data/jurisdictions/us/states/ak/districts/house/29.md
new file mode 100644
index 0000000000..560dc88eed
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 29"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 29
+
+State House district 29 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/3.md b/data/jurisdictions/us/states/ak/districts/house/3.md
new file mode 100644
index 0000000000..5f49a0eeba
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 3"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 3
+
+State House district 3 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/30.md b/data/jurisdictions/us/states/ak/districts/house/30.md
new file mode 100644
index 0000000000..f2918e4e84
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 30"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 30
+
+State House district 30 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/31.md b/data/jurisdictions/us/states/ak/districts/house/31.md
new file mode 100644
index 0000000000..166291ce2f
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 31"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 31
+
+State House district 31 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/32.md b/data/jurisdictions/us/states/ak/districts/house/32.md
new file mode 100644
index 0000000000..69f45e43d6
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 32"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 32
+
+State House district 32 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/33.md b/data/jurisdictions/us/states/ak/districts/house/33.md
new file mode 100644
index 0000000000..55884946e9
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 33"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 33
+
+State House district 33 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/34.md b/data/jurisdictions/us/states/ak/districts/house/34.md
new file mode 100644
index 0000000000..c9bbe76fde
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 34"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 34
+
+State House district 34 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/35.md b/data/jurisdictions/us/states/ak/districts/house/35.md
new file mode 100644
index 0000000000..80a184735a
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 35"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 35
+
+State House district 35 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/36.md b/data/jurisdictions/us/states/ak/districts/house/36.md
new file mode 100644
index 0000000000..b2d08682c2
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 36"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 36
+
+State House district 36 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/37.md b/data/jurisdictions/us/states/ak/districts/house/37.md
new file mode 100644
index 0000000000..0a7673691a
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 37"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 37
+
+State House district 37 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/38.md b/data/jurisdictions/us/states/ak/districts/house/38.md
new file mode 100644
index 0000000000..01d0093043
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 38"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 38
+
+State House district 38 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/39.md b/data/jurisdictions/us/states/ak/districts/house/39.md
new file mode 100644
index 0000000000..389e55a75e
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 39"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 39
+
+State House district 39 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/4.md b/data/jurisdictions/us/states/ak/districts/house/4.md
new file mode 100644
index 0000000000..fce71d3e86
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 4"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 4
+
+State House district 4 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/40.md b/data/jurisdictions/us/states/ak/districts/house/40.md
new file mode 100644
index 0000000000..16201878b8
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 40"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 40
+
+State House district 40 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/5.md b/data/jurisdictions/us/states/ak/districts/house/5.md
new file mode 100644
index 0000000000..1b6424e75e
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 5"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 5
+
+State House district 5 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/6.md b/data/jurisdictions/us/states/ak/districts/house/6.md
new file mode 100644
index 0000000000..278730f4a6
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 6"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 6
+
+State House district 6 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/7.md b/data/jurisdictions/us/states/ak/districts/house/7.md
new file mode 100644
index 0000000000..64b34e77d7
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 7"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 7
+
+State House district 7 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/8.md b/data/jurisdictions/us/states/ak/districts/house/8.md
new file mode 100644
index 0000000000..0d1aaed714
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 8"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 8
+
+State House district 8 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/house/9.md b/data/jurisdictions/us/states/ak/districts/house/9.md
new file mode 100644
index 0000000000..a685ff6717
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK House District 9"
+classification: state-house-district
+state: "AK"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK House District 9
+
+State House district 9 (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/a.md b/data/jurisdictions/us/states/ak/districts/senate/a.md
new file mode 100644
index 0000000000..d141513f74
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District A"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District A
+
+State Senate district A (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/b.md b/data/jurisdictions/us/states/ak/districts/senate/b.md
new file mode 100644
index 0000000000..64eb8415c2
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District B"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District B
+
+State Senate district B (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/c.md b/data/jurisdictions/us/states/ak/districts/senate/c.md
new file mode 100644
index 0000000000..0e66df32c0
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/c.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District C"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "C"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District C
+
+State Senate district C (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/d.md b/data/jurisdictions/us/states/ak/districts/senate/d.md
new file mode 100644
index 0000000000..367b3738a1
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/d.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District D"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "D"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District D
+
+State Senate district D (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/e.md b/data/jurisdictions/us/states/ak/districts/senate/e.md
new file mode 100644
index 0000000000..158a143397
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/e.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District E"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "E"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District E
+
+State Senate district E (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/f.md b/data/jurisdictions/us/states/ak/districts/senate/f.md
new file mode 100644
index 0000000000..61caa0995d
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/f.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District F"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "F"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District F
+
+State Senate district F (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/g.md b/data/jurisdictions/us/states/ak/districts/senate/g.md
new file mode 100644
index 0000000000..aeace33c1a
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/g.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District G"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "G"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District G
+
+State Senate district G (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/h.md b/data/jurisdictions/us/states/ak/districts/senate/h.md
new file mode 100644
index 0000000000..5abe3eb127
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/h.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District H"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "H"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District H
+
+State Senate district H (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/i.md b/data/jurisdictions/us/states/ak/districts/senate/i.md
new file mode 100644
index 0000000000..36c4361f55
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/i.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District I"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "I"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District I
+
+State Senate district I (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/j.md b/data/jurisdictions/us/states/ak/districts/senate/j.md
new file mode 100644
index 0000000000..3b58a6b047
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/j.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District J"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "J"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District J
+
+State Senate district J (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/k.md b/data/jurisdictions/us/states/ak/districts/senate/k.md
new file mode 100644
index 0000000000..2a26761021
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/k.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District K"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "K"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District K
+
+State Senate district K (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/l.md b/data/jurisdictions/us/states/ak/districts/senate/l.md
new file mode 100644
index 0000000000..d58d921865
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/l.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District L"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "L"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District L
+
+State Senate district L (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/m.md b/data/jurisdictions/us/states/ak/districts/senate/m.md
new file mode 100644
index 0000000000..12a910b2d0
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/m.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District M"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "M"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District M
+
+State Senate district M (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/n.md b/data/jurisdictions/us/states/ak/districts/senate/n.md
new file mode 100644
index 0000000000..ac0ebf01db
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/n.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District N"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "N"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District N
+
+State Senate district N (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/o.md b/data/jurisdictions/us/states/ak/districts/senate/o.md
new file mode 100644
index 0000000000..44b13c2027
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/o.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District O"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "O"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District O
+
+State Senate district O (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/p.md b/data/jurisdictions/us/states/ak/districts/senate/p.md
new file mode 100644
index 0000000000..f01b2657b7
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/p.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District P"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "P"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District P
+
+State Senate district P (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/q.md b/data/jurisdictions/us/states/ak/districts/senate/q.md
new file mode 100644
index 0000000000..1b11efe416
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/q.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District Q"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "Q"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District Q
+
+State Senate district Q (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/r.md b/data/jurisdictions/us/states/ak/districts/senate/r.md
new file mode 100644
index 0000000000..6f311592b6
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/r.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District R"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "R"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District R
+
+State Senate district R (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/s.md b/data/jurisdictions/us/states/ak/districts/senate/s.md
new file mode 100644
index 0000000000..3a70f241a9
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/s.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District S"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "S"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District S
+
+State Senate district S (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/districts/senate/t.md b/data/jurisdictions/us/states/ak/districts/senate/t.md
new file mode 100644
index 0000000000..3384b55973
--- /dev/null
+++ b/data/jurisdictions/us/states/ak/districts/senate/t.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AK Senate District T"
+classification: state-senate-district
+state: "AK"
+chamber: "senate"
+district: "T"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ak]
+timestamp: "2026-07-03"
+---
+
+# AK Senate District T
+
+State Senate district T (AK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ak/people/alyse-galvin.md b/data/jurisdictions/us/states/ak/people/alyse-galvin.md
index dcea87ba72..db124cdc68 100644
--- a/data/jurisdictions/us/states/ak/people/alyse-galvin.md
+++ b/data/jurisdictions/us/states/ak/people/alyse-galvin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 14"
+represents: "us/states/ak/districts/house/14"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 14 (AK State House of Representatives District 14).
 
+Represents [AK State House of Representatives District 14](/us/states/ak/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/andi-story.md b/data/jurisdictions/us/states/ak/people/andi-story.md
index 1386cab5e0..56ac22ec56 100644
--- a/data/jurisdictions/us/states/ak/people/andi-story.md
+++ b/data/jurisdictions/us/states/ak/people/andi-story.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 3"
+represents: "us/states/ak/districts/house/3"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 3 (AK State House of Representatives District 3).
 
+Represents [AK State House of Representatives District 3](/us/states/ak/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/andrew-gray.md b/data/jurisdictions/us/states/ak/people/andrew-gray.md
index 09c505f491..dcd09df63d 100644
--- a/data/jurisdictions/us/states/ak/people/andrew-gray.md
+++ b/data/jurisdictions/us/states/ak/people/andrew-gray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 20"
+represents: "us/states/ak/districts/house/20"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 20 (AK State House of Representatives District 20).
 
+Represents [AK State House of Representatives District 20](/us/states/ak/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/andy-josephson.md b/data/jurisdictions/us/states/ak/people/andy-josephson.md
index 21a2dde121..96fa987411 100644
--- a/data/jurisdictions/us/states/ak/people/andy-josephson.md
+++ b/data/jurisdictions/us/states/ak/people/andy-josephson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 13"
+represents: "us/states/ak/districts/house/13"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 13 (AK State House of Representatives District 13).
 
+Represents [AK State House of Representatives District 13](/us/states/ak/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/ashley-carrick.md b/data/jurisdictions/us/states/ak/people/ashley-carrick.md
index 7deaeb28d6..1cf5ab8ce5 100644
--- a/data/jurisdictions/us/states/ak/people/ashley-carrick.md
+++ b/data/jurisdictions/us/states/ak/people/ashley-carrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 35"
+represents: "us/states/ak/districts/house/35"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 35 (AK State House of Representatives District 35).
 
+Represents [AK State House of Representatives District 35](/us/states/ak/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/becky-schwanke.md b/data/jurisdictions/us/states/ak/people/becky-schwanke.md
index 60b3731b88..98ddcc464e 100644
--- a/data/jurisdictions/us/states/ak/people/becky-schwanke.md
+++ b/data/jurisdictions/us/states/ak/people/becky-schwanke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 36"
+represents: "us/states/ak/districts/house/36"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 36 (AK State House of Representatives District 36).
 
+Represents [AK State House of Representatives District 36](/us/states/ak/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/bert-stedman.md b/data/jurisdictions/us/states/ak/people/bert-stedman.md
index 5f8c470a40..fad1472647 100644
--- a/data/jurisdictions/us/states/ak/people/bert-stedman.md
+++ b/data/jurisdictions/us/states/ak/people/bert-stedman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District A"
+represents: "us/states/ak/districts/senate/a"
 tenure:
   start: "2023-01-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District A (AK State Senate District A).
 
+Represents [AK State Senate District A](/us/states/ak/districts/senate/a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/bill-elam.md b/data/jurisdictions/us/states/ak/people/bill-elam.md
index d72bd33fe1..72d3df4bf2 100644
--- a/data/jurisdictions/us/states/ak/people/bill-elam.md
+++ b/data/jurisdictions/us/states/ak/people/bill-elam.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 8"
+represents: "us/states/ak/districts/house/8"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 8 (AK State House of Representatives District 8).
 
+Represents [AK State House of Representatives District 8](/us/states/ak/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/bill-wielechowski.md b/data/jurisdictions/us/states/ak/people/bill-wielechowski.md
index 0e970d2a02..f7fc54b397 100644
--- a/data/jurisdictions/us/states/ak/people/bill-wielechowski.md
+++ b/data/jurisdictions/us/states/ak/people/bill-wielechowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District K"
+represents: "us/states/ak/districts/senate/k"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District K (AK State Senate District K).
 
+Represents [AK State Senate District K](/us/states/ak/districts/senate/k.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/bryce-edgmon.md b/data/jurisdictions/us/states/ak/people/bryce-edgmon.md
index 0310aec6d9..bf4e81b4e8 100644
--- a/data/jurisdictions/us/states/ak/people/bryce-edgmon.md
+++ b/data/jurisdictions/us/states/ak/people/bryce-edgmon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 37"
+represents: "us/states/ak/districts/house/37"
 tenure:
   start: "2019-02-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 37 (AK State House of Representatives District 37).
 
+Represents [AK State House of Representatives District 37](/us/states/ak/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/calvin-schrage.md b/data/jurisdictions/us/states/ak/people/calvin-schrage.md
index 0feb8ed1e4..ca0a22a19b 100644
--- a/data/jurisdictions/us/states/ak/people/calvin-schrage.md
+++ b/data/jurisdictions/us/states/ak/people/calvin-schrage.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 12"
+represents: "us/states/ak/districts/house/12"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 12 (AK State House of Representatives District 12).
 
+Represents [AK State House of Representatives District 12](/us/states/ak/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/carolyn-hall.md b/data/jurisdictions/us/states/ak/people/carolyn-hall.md
index 5ae4e2f34f..80f657edc8 100644
--- a/data/jurisdictions/us/states/ak/people/carolyn-hall.md
+++ b/data/jurisdictions/us/states/ak/people/carolyn-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 16"
+represents: "us/states/ak/districts/house/16"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 16 (AK State House of Representatives District 16).
 
+Represents [AK State House of Representatives District 16](/us/states/ak/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/cathy-giessel.md b/data/jurisdictions/us/states/ak/people/cathy-giessel.md
index 70ea16ca43..1eaba3fd05 100644
--- a/data/jurisdictions/us/states/ak/people/cathy-giessel.md
+++ b/data/jurisdictions/us/states/ak/people/cathy-giessel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District E"
+represents: "us/states/ak/districts/senate/e"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District E (AK State Senate District E).
 
+Represents [AK State Senate District E](/us/states/ak/districts/senate/e.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/cathy-tilton.md b/data/jurisdictions/us/states/ak/people/cathy-tilton.md
index b8f1ce914b..84d20c690d 100644
--- a/data/jurisdictions/us/states/ak/people/cathy-tilton.md
+++ b/data/jurisdictions/us/states/ak/people/cathy-tilton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District M"
+represents: "us/states/ak/districts/senate/m"
 tenure:
   start: "2025-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District M (AK State Senate District M).
 
+Represents [AK State Senate District M](/us/states/ak/districts/senate/m.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/chuck-kopp.md b/data/jurisdictions/us/states/ak/people/chuck-kopp.md
index 98c3ae8d4a..a491a5f06e 100644
--- a/data/jurisdictions/us/states/ak/people/chuck-kopp.md
+++ b/data/jurisdictions/us/states/ak/people/chuck-kopp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 10"
+represents: "us/states/ak/districts/house/10"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 10 (AK State House of Representatives District 10).
 
+Represents [AK State House of Representatives District 10](/us/states/ak/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/dan-saddler.md b/data/jurisdictions/us/states/ak/people/dan-saddler.md
index f5368dbe22..3ac41eb82b 100644
--- a/data/jurisdictions/us/states/ak/people/dan-saddler.md
+++ b/data/jurisdictions/us/states/ak/people/dan-saddler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 24"
+represents: "us/states/ak/districts/house/24"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 24 (AK State House of Representatives District 24).
 
+Represents [AK State House of Representatives District 24](/us/states/ak/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/david-nelson.md b/data/jurisdictions/us/states/ak/people/david-nelson.md
index 836b1a3336..93a41b3653 100644
--- a/data/jurisdictions/us/states/ak/people/david-nelson.md
+++ b/data/jurisdictions/us/states/ak/people/david-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 18"
+represents: "us/states/ak/districts/house/18"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 18 (AK State House of Representatives District 18).
 
+Represents [AK State House of Representatives District 18](/us/states/ak/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/delena-johnson.md b/data/jurisdictions/us/states/ak/people/delena-johnson.md
index 4bbf8a319c..304bbba404 100644
--- a/data/jurisdictions/us/states/ak/people/delena-johnson.md
+++ b/data/jurisdictions/us/states/ak/people/delena-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 25"
+represents: "us/states/ak/districts/house/25"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 25 (AK State House of Representatives District 25).
 
+Represents [AK State House of Representatives District 25](/us/states/ak/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/donna-mears.md b/data/jurisdictions/us/states/ak/people/donna-mears.md
index 905a2f56a9..a731d41fd8 100644
--- a/data/jurisdictions/us/states/ak/people/donna-mears.md
+++ b/data/jurisdictions/us/states/ak/people/donna-mears.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 21"
+represents: "us/states/ak/districts/house/21"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 21 (AK State House of Representatives District 21).
 
+Represents [AK State House of Representatives District 21](/us/states/ak/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/donny-olson.md b/data/jurisdictions/us/states/ak/people/donny-olson.md
index 2236fd1576..2e2ca98ea3 100644
--- a/data/jurisdictions/us/states/ak/people/donny-olson.md
+++ b/data/jurisdictions/us/states/ak/people/donny-olson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District T"
+represents: "us/states/ak/districts/senate/t"
 tenure:
   start: "2015-01-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District T (AK State Senate District T).
 
+Represents [AK State Senate District T](/us/states/ak/districts/senate/t.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/elexie-moore.md b/data/jurisdictions/us/states/ak/people/elexie-moore.md
index 0ea0bd694f..e258ff7469 100644
--- a/data/jurisdictions/us/states/ak/people/elexie-moore.md
+++ b/data/jurisdictions/us/states/ak/people/elexie-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 28"
+represents: "us/states/ak/districts/house/28"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 28 (AK State House of Representatives District 28).
 
+Represents [AK State House of Representatives District 28](/us/states/ak/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/elvi-gray-jackson.md b/data/jurisdictions/us/states/ak/people/elvi-gray-jackson.md
index 18decb6698..d45cca85e8 100644
--- a/data/jurisdictions/us/states/ak/people/elvi-gray-jackson.md
+++ b/data/jurisdictions/us/states/ak/people/elvi-gray-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District G"
+represents: "us/states/ak/districts/senate/g"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District G (AK State Senate District G).
 
+Represents [AK State Senate District G](/us/states/ak/districts/senate/g.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/forrest-dunbar.md b/data/jurisdictions/us/states/ak/people/forrest-dunbar.md
index 08b1f95a7f..4043fbcb65 100644
--- a/data/jurisdictions/us/states/ak/people/forrest-dunbar.md
+++ b/data/jurisdictions/us/states/ak/people/forrest-dunbar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District J"
+represents: "us/states/ak/districts/senate/j"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District J (AK State Senate District J).
 
+Represents [AK State Senate District J](/us/states/ak/districts/senate/j.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/frank-tomaszewski.md b/data/jurisdictions/us/states/ak/people/frank-tomaszewski.md
index dec5932917..65bfe9465c 100644
--- a/data/jurisdictions/us/states/ak/people/frank-tomaszewski.md
+++ b/data/jurisdictions/us/states/ak/people/frank-tomaszewski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 34"
+represents: "us/states/ak/districts/house/34"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 34 (AK State House of Representatives District 34).
 
+Represents [AK State House of Representatives District 34](/us/states/ak/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/garret-nelson.md b/data/jurisdictions/us/states/ak/people/garret-nelson.md
index fe033eed83..6614b5a452 100644
--- a/data/jurisdictions/us/states/ak/people/garret-nelson.md
+++ b/data/jurisdictions/us/states/ak/people/garret-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 29"
+represents: "us/states/ak/districts/house/29"
 tenure:
   start: "2025-12-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 29 (AK State House of Representatives District 29).
 
+Represents [AK State House of Representatives District 29](/us/states/ak/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/gary-stevens.md b/data/jurisdictions/us/states/ak/people/gary-stevens.md
index a6220376be..1a45574a3e 100644
--- a/data/jurisdictions/us/states/ak/people/gary-stevens.md
+++ b/data/jurisdictions/us/states/ak/people/gary-stevens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District C"
+represents: "us/states/ak/districts/senate/c"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District C (AK State Senate District C).
 
+Represents [AK State Senate District C](/us/states/ak/districts/senate/c.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/genevieve-mina.md b/data/jurisdictions/us/states/ak/people/genevieve-mina.md
index 1676dcb363..c83b0e35c2 100644
--- a/data/jurisdictions/us/states/ak/people/genevieve-mina.md
+++ b/data/jurisdictions/us/states/ak/people/genevieve-mina.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 19"
+represents: "us/states/ak/districts/house/19"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 19 (AK State House of Representatives District 19).
 
+Represents [AK State House of Representatives District 19](/us/states/ak/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/george-rauscher.md b/data/jurisdictions/us/states/ak/people/george-rauscher.md
index 2a2499f704..1760751c0e 100644
--- a/data/jurisdictions/us/states/ak/people/george-rauscher.md
+++ b/data/jurisdictions/us/states/ak/people/george-rauscher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District O"
+represents: "us/states/ak/districts/senate/o"
 tenure:
   start: "2025-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District O (AK State Senate District O).
 
+Represents [AK State Senate District O](/us/states/ak/districts/senate/o.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/james-kaufman.md b/data/jurisdictions/us/states/ak/people/james-kaufman.md
index 7c300ae300..890d5b96c1 100644
--- a/data/jurisdictions/us/states/ak/people/james-kaufman.md
+++ b/data/jurisdictions/us/states/ak/people/james-kaufman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District F"
+represents: "us/states/ak/districts/senate/f"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District F (AK State Senate District F).
 
+Represents [AK State Senate District F](/us/states/ak/districts/senate/f.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/jamie-allard.md b/data/jurisdictions/us/states/ak/people/jamie-allard.md
index 66b5c4e967..14215757ed 100644
--- a/data/jurisdictions/us/states/ak/people/jamie-allard.md
+++ b/data/jurisdictions/us/states/ak/people/jamie-allard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 23"
+represents: "us/states/ak/districts/house/23"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 23 (AK State House of Representatives District 23).
 
+Represents [AK State House of Representatives District 23](/us/states/ak/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/jeremy-bynum.md b/data/jurisdictions/us/states/ak/people/jeremy-bynum.md
index e8de9e6f3a..011b4abd25 100644
--- a/data/jurisdictions/us/states/ak/people/jeremy-bynum.md
+++ b/data/jurisdictions/us/states/ak/people/jeremy-bynum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 1"
+represents: "us/states/ak/districts/house/1"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 1 (AK State House of Representatives District 1).
 
+Represents [AK State House of Representatives District 1](/us/states/ak/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/jesse-bjorkman.md b/data/jurisdictions/us/states/ak/people/jesse-bjorkman.md
index 8deae3701d..be2ed36f8c 100644
--- a/data/jurisdictions/us/states/ak/people/jesse-bjorkman.md
+++ b/data/jurisdictions/us/states/ak/people/jesse-bjorkman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District D"
+represents: "us/states/ak/districts/senate/d"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District D (AK State Senate District D).
 
+Represents [AK State Senate District D](/us/states/ak/districts/senate/d.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/jesse-kiehl.md b/data/jurisdictions/us/states/ak/people/jesse-kiehl.md
index 5c286d668e..05a315a48d 100644
--- a/data/jurisdictions/us/states/ak/people/jesse-kiehl.md
+++ b/data/jurisdictions/us/states/ak/people/jesse-kiehl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District B"
+represents: "us/states/ak/districts/senate/b"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District B (AK State Senate District B).
 
+Represents [AK State Senate District B](/us/states/ak/districts/senate/b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/jubilee-underwood.md b/data/jurisdictions/us/states/ak/people/jubilee-underwood.md
index 40fc4ab34e..80d823d973 100644
--- a/data/jurisdictions/us/states/ak/people/jubilee-underwood.md
+++ b/data/jurisdictions/us/states/ak/people/jubilee-underwood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 27"
+represents: "us/states/ak/districts/house/27"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 27 (AK State House of Representatives District 27).
 
+Represents [AK State House of Representatives District 27](/us/states/ak/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/julie-coulombe.md b/data/jurisdictions/us/states/ak/people/julie-coulombe.md
index de7ae5ddf4..cec0e43e52 100644
--- a/data/jurisdictions/us/states/ak/people/julie-coulombe.md
+++ b/data/jurisdictions/us/states/ak/people/julie-coulombe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 11"
+represents: "us/states/ak/districts/house/11"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 11 (AK State House of Representatives District 11).
 
+Represents [AK State House of Representatives District 11](/us/states/ak/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/justin-ruffridge.md b/data/jurisdictions/us/states/ak/people/justin-ruffridge.md
index a8b3a0f946..6482bfd41c 100644
--- a/data/jurisdictions/us/states/ak/people/justin-ruffridge.md
+++ b/data/jurisdictions/us/states/ak/people/justin-ruffridge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 7"
+represents: "us/states/ak/districts/house/7"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 7 (AK State House of Representatives District 7).
 
+Represents [AK State House of Representatives District 7](/us/states/ak/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/kelly-merrick.md b/data/jurisdictions/us/states/ak/people/kelly-merrick.md
index 1ce12f4833..5cf74a52da 100644
--- a/data/jurisdictions/us/states/ak/people/kelly-merrick.md
+++ b/data/jurisdictions/us/states/ak/people/kelly-merrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District L"
+represents: "us/states/ak/districts/senate/l"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District L (AK State Senate District L).
 
+Represents [AK State Senate District L](/us/states/ak/districts/senate/l.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/kevin-mccabe.md b/data/jurisdictions/us/states/ak/people/kevin-mccabe.md
index b19763b189..c852eb8796 100644
--- a/data/jurisdictions/us/states/ak/people/kevin-mccabe.md
+++ b/data/jurisdictions/us/states/ak/people/kevin-mccabe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 30"
+represents: "us/states/ak/districts/house/30"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 30 (AK State House of Representatives District 30).
 
+Represents [AK State House of Representatives District 30](/us/states/ak/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/ky-holland.md b/data/jurisdictions/us/states/ak/people/ky-holland.md
index 0e95b30805..b25515f774 100644
--- a/data/jurisdictions/us/states/ak/people/ky-holland.md
+++ b/data/jurisdictions/us/states/ak/people/ky-holland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 9"
+represents: "us/states/ak/districts/house/9"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 9 (AK State House of Representatives District 9).
 
+Represents [AK State House of Representatives District 9](/us/states/ak/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/loki-tobin.md b/data/jurisdictions/us/states/ak/people/loki-tobin.md
index 756762905c..5bcae3ee70 100644
--- a/data/jurisdictions/us/states/ak/people/loki-tobin.md
+++ b/data/jurisdictions/us/states/ak/people/loki-tobin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District I"
+represents: "us/states/ak/districts/senate/i"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District I (AK State Senate District I).
 
+Represents [AK State Senate District I](/us/states/ak/districts/senate/i.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/louise-stutes.md b/data/jurisdictions/us/states/ak/people/louise-stutes.md
index 2ac254a3f4..a29380eaca 100644
--- a/data/jurisdictions/us/states/ak/people/louise-stutes.md
+++ b/data/jurisdictions/us/states/ak/people/louise-stutes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 5"
+represents: "us/states/ak/districts/house/5"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 5 (AK State House of Representatives District 5).
 
+Represents [AK State House of Representatives District 5](/us/states/ak/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/lyman-hoffman.md b/data/jurisdictions/us/states/ak/people/lyman-hoffman.md
index 868559a0e6..2e16b75940 100644
--- a/data/jurisdictions/us/states/ak/people/lyman-hoffman.md
+++ b/data/jurisdictions/us/states/ak/people/lyman-hoffman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District S"
+represents: "us/states/ak/districts/senate/s"
 tenure:
   start: "1995-01-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District S (AK State Senate District S).
 
+Represents [AK State Senate District S](/us/states/ak/districts/senate/s.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/matt-claman.md b/data/jurisdictions/us/states/ak/people/matt-claman.md
index 8dde419e39..c67741b49e 100644
--- a/data/jurisdictions/us/states/ak/people/matt-claman.md
+++ b/data/jurisdictions/us/states/ak/people/matt-claman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District H"
+represents: "us/states/ak/districts/senate/h"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District H (AK State Senate District H).
 
+Represents [AK State Senate District H](/us/states/ak/districts/senate/h.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/maxine-dibert.md b/data/jurisdictions/us/states/ak/people/maxine-dibert.md
index 55efd389b7..e1719f9789 100644
--- a/data/jurisdictions/us/states/ak/people/maxine-dibert.md
+++ b/data/jurisdictions/us/states/ak/people/maxine-dibert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 31"
+represents: "us/states/ak/districts/house/31"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 31 (AK State House of Representatives District 31).
 
+Represents [AK State House of Representatives District 31](/us/states/ak/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/mia-costello.md b/data/jurisdictions/us/states/ak/people/mia-costello.md
index 052a7ca694..a4f464ba75 100644
--- a/data/jurisdictions/us/states/ak/people/mia-costello.md
+++ b/data/jurisdictions/us/states/ak/people/mia-costello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 15"
+represents: "us/states/ak/districts/house/15"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 15 (AK State House of Representatives District 15).
 
+Represents [AK State House of Representatives District 15](/us/states/ak/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/mike-cronk.md b/data/jurisdictions/us/states/ak/people/mike-cronk.md
index 125f738d70..27ccbf976b 100644
--- a/data/jurisdictions/us/states/ak/people/mike-cronk.md
+++ b/data/jurisdictions/us/states/ak/people/mike-cronk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District R"
+represents: "us/states/ak/districts/senate/r"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District R (AK State Senate District R).
 
+Represents [AK State Senate District R](/us/states/ak/districts/senate/r.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/mike-prax.md b/data/jurisdictions/us/states/ak/people/mike-prax.md
index 2e0e1c3a4a..4aa08c0d3c 100644
--- a/data/jurisdictions/us/states/ak/people/mike-prax.md
+++ b/data/jurisdictions/us/states/ak/people/mike-prax.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 33"
+represents: "us/states/ak/districts/house/33"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 33 (AK State House of Representatives District 33).
 
+Represents [AK State House of Representatives District 33](/us/states/ak/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/neal-foster.md b/data/jurisdictions/us/states/ak/people/neal-foster.md
index d1c3520a3e..6c7b64c55b 100644
--- a/data/jurisdictions/us/states/ak/people/neal-foster.md
+++ b/data/jurisdictions/us/states/ak/people/neal-foster.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 39"
+represents: "us/states/ak/districts/house/39"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 39 (AK State House of Representatives District 39).
 
+Represents [AK State House of Representatives District 39](/us/states/ak/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/nellie-jimmie.md b/data/jurisdictions/us/states/ak/people/nellie-jimmie.md
index ad53d1a8da..f44c339a92 100644
--- a/data/jurisdictions/us/states/ak/people/nellie-jimmie.md
+++ b/data/jurisdictions/us/states/ak/people/nellie-jimmie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 38"
+represents: "us/states/ak/districts/house/38"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 38 (AK State House of Representatives District 38).
 
+Represents [AK State House of Representatives District 38](/us/states/ak/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/rebecca-himschoot.md b/data/jurisdictions/us/states/ak/people/rebecca-himschoot.md
index a965986ba3..d25fcca485 100644
--- a/data/jurisdictions/us/states/ak/people/rebecca-himschoot.md
+++ b/data/jurisdictions/us/states/ak/people/rebecca-himschoot.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 2"
+represents: "us/states/ak/districts/house/2"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 2 (AK State House of Representatives District 2).
 
+Represents [AK State House of Representatives District 2](/us/states/ak/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/rob-yundt.md b/data/jurisdictions/us/states/ak/people/rob-yundt.md
index 821b184e55..b6f50b2adc 100644
--- a/data/jurisdictions/us/states/ak/people/rob-yundt.md
+++ b/data/jurisdictions/us/states/ak/people/rob-yundt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District N"
+represents: "us/states/ak/districts/senate/n"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District N (AK State Senate District N).
 
+Represents [AK State Senate District N](/us/states/ak/districts/senate/n.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/robert-myers.md b/data/jurisdictions/us/states/ak/people/robert-myers.md
index ba55843105..47e0189396 100644
--- a/data/jurisdictions/us/states/ak/people/robert-myers.md
+++ b/data/jurisdictions/us/states/ak/people/robert-myers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District Q"
+represents: "us/states/ak/districts/senate/q"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District Q (AK State Senate District Q).
 
+Represents [AK State Senate District Q](/us/states/ak/districts/senate/q.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/robyn-frier.md b/data/jurisdictions/us/states/ak/people/robyn-frier.md
index 0c40768ea5..bb2785f1bc 100644
--- a/data/jurisdictions/us/states/ak/people/robyn-frier.md
+++ b/data/jurisdictions/us/states/ak/people/robyn-frier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 40"
+represents: "us/states/ak/districts/house/40"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 40 (AK State House of Representatives District 40).
 
+Represents [AK State House of Representatives District 40](/us/states/ak/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/sara-hannan.md b/data/jurisdictions/us/states/ak/people/sara-hannan.md
index 76d32b18fe..1e8ae12255 100644
--- a/data/jurisdictions/us/states/ak/people/sara-hannan.md
+++ b/data/jurisdictions/us/states/ak/people/sara-hannan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 4"
+represents: "us/states/ak/districts/house/4"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 4 (AK State House of Representatives District 4).
 
+Represents [AK State House of Representatives District 4](/us/states/ak/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/sarah-vance.md b/data/jurisdictions/us/states/ak/people/sarah-vance.md
index 33af18a141..4714b32621 100644
--- a/data/jurisdictions/us/states/ak/people/sarah-vance.md
+++ b/data/jurisdictions/us/states/ak/people/sarah-vance.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 6"
+represents: "us/states/ak/districts/house/6"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 6 (AK State House of Representatives District 6).
 
+Represents [AK State House of Representatives District 6](/us/states/ak/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/scott-kawasaki.md b/data/jurisdictions/us/states/ak/people/scott-kawasaki.md
index a45b6c8250..46af07b92d 100644
--- a/data/jurisdictions/us/states/ak/people/scott-kawasaki.md
+++ b/data/jurisdictions/us/states/ak/people/scott-kawasaki.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State Senate District P"
+represents: "us/states/ak/districts/senate/p"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK Senate District P (AK State Senate District P).
 
+Represents [AK State Senate District P](/us/states/ak/districts/senate/p.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/steve-st-clair.md b/data/jurisdictions/us/states/ak/people/steve-st-clair.md
index c3d502de94..15f2f33e43 100644
--- a/data/jurisdictions/us/states/ak/people/steve-st-clair.md
+++ b/data/jurisdictions/us/states/ak/people/steve-st-clair.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 26"
+represents: "us/states/ak/districts/house/26"
 tenure:
   start: "2025-12-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 26 (AK State House of Representatives District 26).
 
+Represents [AK State House of Representatives District 26](/us/states/ak/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/ted-eischeid.md b/data/jurisdictions/us/states/ak/people/ted-eischeid.md
index 58d87d2a9a..0a21bd6fe5 100644
--- a/data/jurisdictions/us/states/ak/people/ted-eischeid.md
+++ b/data/jurisdictions/us/states/ak/people/ted-eischeid.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 22"
+represents: "us/states/ak/districts/house/22"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 22 (AK State House of Representatives District 22).
 
+Represents [AK State House of Representatives District 22](/us/states/ak/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/will-stapp.md b/data/jurisdictions/us/states/ak/people/will-stapp.md
index be0f635fe2..bc9db05e95 100644
--- a/data/jurisdictions/us/states/ak/people/will-stapp.md
+++ b/data/jurisdictions/us/states/ak/people/will-stapp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 32"
+represents: "us/states/ak/districts/house/32"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 32 (AK State House of Representatives District 32).
 
+Represents [AK State House of Representatives District 32](/us/states/ak/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ak/people/zack-fields.md b/data/jurisdictions/us/states/ak/people/zack-fields.md
index f53b6b49d9..bc04a9c84e 100644
--- a/data/jurisdictions/us/states/ak/people/zack-fields.md
+++ b/data/jurisdictions/us/states/ak/people/zack-fields.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AK"
 district: "AK State House of Representatives District 17"
+represents: "us/states/ak/districts/house/17"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AK House District 17 (AK State House of Representatives District 17).
 
+Represents [AK State House of Representatives District 17](/us/states/ak/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/counties/autauga/index.md b/data/jurisdictions/us/states/al/counties/autauga/index.md
index 7ee24d907d..b8fbc71eb5 100644
--- a/data/jurisdictions/us/states/al/counties/autauga/index.md
+++ b/data/jurisdictions/us/states/al/counties/autauga/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 36
   hispanic: 2289
   bachelors_plus: 17744
+districts:
+  - to: "us/states/al/districts/06"
+    rel: in-district
+    area_weight: 0.9942
+  - to: "us/states/al/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/69"
+    rel: in-district
+    area_weight: 0.6622
+  - to: "us/states/al/districts/house/42"
+    rel: in-district
+    area_weight: 0.2905
+  - to: "us/states/al/districts/house/88"
+    rel: in-district
+    area_weight: 0.0472
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2289 |
 | Bachelor's or higher | 17744 |
 
+## Districts
+
+- [AL-06](/us/states/al/districts/06.md) — 99% (congressional)
+- [AL Senate District 30](/us/states/al/districts/senate/30.md) — 100% (state senate)
+- [AL House District 69](/us/states/al/districts/house/69.md) — 66% (state house)
+- [AL House District 42](/us/states/al/districts/house/42.md) — 29% (state house)
+- [AL House District 88](/us/states/al/districts/house/88.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/baldwin/index.md b/data/jurisdictions/us/states/al/counties/baldwin/index.md
index 62b616cd65..26e742e4b1 100644
--- a/data/jurisdictions/us/states/al/counties/baldwin/index.md
+++ b/data/jurisdictions/us/states/al/counties/baldwin/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 910
   hispanic: 14276
   bachelors_plus: 81746
+districts:
+  - to: "us/states/al/districts/01"
+    rel: in-district
+    area_weight: 0.8273
+  - to: "us/states/al/districts/senate/22"
+    rel: in-district
+    area_weight: 0.5933
+  - to: "us/states/al/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1888
+  - to: "us/states/al/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0467
+  - to: "us/states/al/districts/house/66"
+    rel: in-district
+    area_weight: 0.2161
+  - to: "us/states/al/districts/house/65"
+    rel: in-district
+    area_weight: 0.1894
+  - to: "us/states/al/districts/house/64"
+    rel: in-district
+    area_weight: 0.137
+  - to: "us/states/al/districts/house/95"
+    rel: in-district
+    area_weight: 0.0817
+  - to: "us/states/al/districts/house/102"
+    rel: in-district
+    area_weight: 0.0738
+  - to: "us/states/al/districts/house/96"
+    rel: in-district
+    area_weight: 0.0655
+  - to: "us/states/al/districts/house/94"
+    rel: in-district
+    area_weight: 0.0653
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 6 officeholders mapped.
 | Hispanic/Latino | 14276 |
 | Bachelor's or higher | 81746 |
 
+## Districts
+
+- [AL-01](/us/states/al/districts/01.md) — 83% (congressional)
+- [AL Senate District 22](/us/states/al/districts/senate/22.md) — 59% (state senate)
+- [AL Senate District 32](/us/states/al/districts/senate/32.md) — 19% (state senate)
+- [AL Senate District 33](/us/states/al/districts/senate/33.md) — 5% (state senate)
+- [AL House District 66](/us/states/al/districts/house/66.md) — 22% (state house)
+- [AL House District 65](/us/states/al/districts/house/65.md) — 19% (state house)
+- [AL House District 64](/us/states/al/districts/house/64.md) — 14% (state house)
+- [AL House District 95](/us/states/al/districts/house/95.md) — 8% (state house)
+- [AL House District 102](/us/states/al/districts/house/102.md) — 7% (state house)
+- [AL House District 96](/us/states/al/districts/house/96.md) — 7% (state house)
+- [AL House District 94](/us/states/al/districts/house/94.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/barbour/index.md b/data/jurisdictions/us/states/al/counties/barbour/index.md
index 5b6b72a328..bfd535498e 100644
--- a/data/jurisdictions/us/states/al/counties/barbour/index.md
+++ b/data/jurisdictions/us/states/al/counties/barbour/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 39
   hispanic: 1534
   bachelors_plus: 2605
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/al/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/al/districts/house/84"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1534 |
 | Bachelor's or higher | 2605 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 28](/us/states/al/districts/senate/28.md) — 100% (state senate)
+- [AL House District 84](/us/states/al/districts/house/84.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/bibb/index.md b/data/jurisdictions/us/states/al/counties/bibb/index.md
index 12a760fdaf..813aec23c6 100644
--- a/data/jurisdictions/us/states/al/counties/bibb/index.md
+++ b/data/jurisdictions/us/states/al/counties/bibb/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 130
   hispanic: 766
   bachelors_plus: 2571
+districts:
+  - to: "us/states/al/districts/06"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/al/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/49"
+    rel: in-district
+    area_weight: 0.6809
+  - to: "us/states/al/districts/house/72"
+    rel: in-district
+    area_weight: 0.3188
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 766 |
 | Bachelor's or higher | 2571 |
 
+## Districts
+
+- [AL-06](/us/states/al/districts/06.md) — 100% (congressional)
+- [AL Senate District 14](/us/states/al/districts/senate/14.md) — 100% (state senate)
+- [AL House District 49](/us/states/al/districts/house/49.md) — 68% (state house)
+- [AL House District 72](/us/states/al/districts/house/72.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/blount/index.md b/data/jurisdictions/us/states/al/counties/blount/index.md
index de31e350be..91b17238e1 100644
--- a/data/jurisdictions/us/states/al/counties/blount/index.md
+++ b/data/jurisdictions/us/states/al/counties/blount/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 216
   hispanic: 6130
   bachelors_plus: 8985
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/al/districts/senate/17"
+    rel: in-district
+    area_weight: 0.7421
+  - to: "us/states/al/districts/senate/9"
+    rel: in-district
+    area_weight: 0.2576
+  - to: "us/states/al/districts/house/34"
+    rel: in-district
+    area_weight: 0.6626
+  - to: "us/states/al/districts/house/11"
+    rel: in-district
+    area_weight: 0.3372
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6130 |
 | Bachelor's or higher | 8985 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 17](/us/states/al/districts/senate/17.md) — 74% (state senate)
+- [AL Senate District 9](/us/states/al/districts/senate/9.md) — 26% (state senate)
+- [AL House District 34](/us/states/al/districts/house/34.md) — 66% (state house)
+- [AL House District 11](/us/states/al/districts/house/11.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/bullock/index.md b/data/jurisdictions/us/states/al/counties/bullock/index.md
index 1de75ab871..a28dc1ff7d 100644
--- a/data/jurisdictions/us/states/al/counties/bullock/index.md
+++ b/data/jurisdictions/us/states/al/counties/bullock/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 602
   bachelors_plus: 793
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/al/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/84"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 602 |
 | Bachelor's or higher | 793 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 28](/us/states/al/districts/senate/28.md) — 100% (state senate)
+- [AL House District 84](/us/states/al/districts/house/84.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/butler/index.md b/data/jurisdictions/us/states/al/counties/butler/index.md
index bdd088d3af..2318f7fd25 100644
--- a/data/jurisdictions/us/states/al/counties/butler/index.md
+++ b/data/jurisdictions/us/states/al/counties/butler/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 85
   hispanic: 316
   bachelors_plus: 2497
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/al/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/90"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 316 |
 | Bachelor's or higher | 2497 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 23](/us/states/al/districts/senate/23.md) — 100% (state senate)
+- [AL House District 90](/us/states/al/districts/house/90.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/calhoun/index.md b/data/jurisdictions/us/states/al/counties/calhoun/index.md
index da0145a4e4..ebf71d0dc2 100644
--- a/data/jurisdictions/us/states/al/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/al/counties/calhoun/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 450
   hispanic: 5388
   bachelors_plus: 22540
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/al/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/29"
+    rel: in-district
+    area_weight: 0.3669
+  - to: "us/states/al/districts/house/40"
+    rel: in-district
+    area_weight: 0.2749
+  - to: "us/states/al/districts/house/36"
+    rel: in-district
+    area_weight: 0.1906
+  - to: "us/states/al/districts/house/32"
+    rel: in-district
+    area_weight: 0.1181
+  - to: "us/states/al/districts/house/35"
+    rel: in-district
+    area_weight: 0.0495
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 5388 |
 | Bachelor's or higher | 22540 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 100% (congressional)
+- [AL Senate District 12](/us/states/al/districts/senate/12.md) — 100% (state senate)
+- [AL House District 29](/us/states/al/districts/house/29.md) — 37% (state house)
+- [AL House District 40](/us/states/al/districts/house/40.md) — 27% (state house)
+- [AL House District 36](/us/states/al/districts/house/36.md) — 19% (state house)
+- [AL House District 32](/us/states/al/districts/house/32.md) — 12% (state house)
+- [AL House District 35](/us/states/al/districts/house/35.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/chambers/index.md b/data/jurisdictions/us/states/al/counties/chambers/index.md
index 975893dd02..e38c3de07d 100644
--- a/data/jurisdictions/us/states/al/counties/chambers/index.md
+++ b/data/jurisdictions/us/states/al/counties/chambers/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 51
   hispanic: 1372
   bachelors_plus: 4819
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/al/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/37"
+    rel: in-district
+    area_weight: 0.7733
+  - to: "us/states/al/districts/house/38"
+    rel: in-district
+    area_weight: 0.2264
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1372 |
 | Bachelor's or higher | 4819 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 100% (congressional)
+- [AL Senate District 13](/us/states/al/districts/senate/13.md) — 100% (state senate)
+- [AL House District 37](/us/states/al/districts/house/37.md) — 77% (state house)
+- [AL House District 38](/us/states/al/districts/house/38.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/cherokee/index.md b/data/jurisdictions/us/states/al/counties/cherokee/index.md
index bb6888ea85..3fda98a6dc 100644
--- a/data/jurisdictions/us/states/al/counties/cherokee/index.md
+++ b/data/jurisdictions/us/states/al/counties/cherokee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 62
   hispanic: 469
   bachelors_plus: 4525
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/al/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/al/districts/house/39"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 469 |
 | Bachelor's or higher | 4525 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 100% (congressional)
+- [AL Senate District 10](/us/states/al/districts/senate/10.md) — 100% (state senate)
+- [AL House District 39](/us/states/al/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/chilton/index.md b/data/jurisdictions/us/states/al/counties/chilton/index.md
index 8c40b5ea79..d18800f85b 100644
--- a/data/jurisdictions/us/states/al/counties/chilton/index.md
+++ b/data/jurisdictions/us/states/al/counties/chilton/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 135
   hispanic: 4707
   bachelors_plus: 6966
+districts:
+  - to: "us/states/al/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/al/districts/senate/30"
+    rel: in-district
+    area_weight: 0.5371
+  - to: "us/states/al/districts/senate/14"
+    rel: in-district
+    area_weight: 0.4628
+  - to: "us/states/al/districts/house/42"
+    rel: in-district
+    area_weight: 0.89
+  - to: "us/states/al/districts/house/49"
+    rel: in-district
+    area_weight: 0.1099
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4707 |
 | Bachelor's or higher | 6966 |
 
+## Districts
+
+- [AL-06](/us/states/al/districts/06.md) — 100% (congressional)
+- [AL Senate District 30](/us/states/al/districts/senate/30.md) — 54% (state senate)
+- [AL Senate District 14](/us/states/al/districts/senate/14.md) — 46% (state senate)
+- [AL House District 42](/us/states/al/districts/house/42.md) — 89% (state house)
+- [AL House District 49](/us/states/al/districts/house/49.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/choctaw/index.md b/data/jurisdictions/us/states/al/counties/choctaw/index.md
index 86a660ca14..1fba30a19d 100644
--- a/data/jurisdictions/us/states/al/counties/choctaw/index.md
+++ b/data/jurisdictions/us/states/al/counties/choctaw/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 144
   bachelors_plus: 1900
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/al/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/65"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 144 |
 | Bachelor's or higher | 1900 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 100% (congressional)
+- [AL Senate District 24](/us/states/al/districts/senate/24.md) — 100% (state senate)
+- [AL House District 65](/us/states/al/districts/house/65.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/clarke/index.md b/data/jurisdictions/us/states/al/counties/clarke/index.md
index c7277d9f41..f11a2eaeac 100644
--- a/data/jurisdictions/us/states/al/counties/clarke/index.md
+++ b/data/jurisdictions/us/states/al/counties/clarke/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 35
   hispanic: 275
   bachelors_plus: 3160
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.6757
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.323
+  - to: "us/states/al/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/65"
+    rel: in-district
+    area_weight: 0.5102
+  - to: "us/states/al/districts/house/68"
+    rel: in-district
+    area_weight: 0.4898
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 275 |
 | Bachelor's or higher | 3160 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 68% (congressional)
+- [AL-02](/us/states/al/districts/02.md) — 32% (congressional)
+- [AL Senate District 23](/us/states/al/districts/senate/23.md) — 100% (state senate)
+- [AL House District 65](/us/states/al/districts/house/65.md) — 51% (state house)
+- [AL House District 68](/us/states/al/districts/house/68.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/clay/index.md b/data/jurisdictions/us/states/al/counties/clay/index.md
index e2539817b7..8ed1035b21 100644
--- a/data/jurisdictions/us/states/al/counties/clay/index.md
+++ b/data/jurisdictions/us/states/al/counties/clay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 24
   hispanic: 465
   bachelors_plus: 1939
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/al/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/35"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 465 |
 | Bachelor's or higher | 1939 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 100% (congressional)
+- [AL Senate District 13](/us/states/al/districts/senate/13.md) — 100% (state senate)
+- [AL House District 35](/us/states/al/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/cleburne/index.md b/data/jurisdictions/us/states/al/counties/cleburne/index.md
index 59a03e68bc..9233285665 100644
--- a/data/jurisdictions/us/states/al/counties/cleburne/index.md
+++ b/data/jurisdictions/us/states/al/counties/cleburne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 48
   hispanic: 325
   bachelors_plus: 2682
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/40"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 325 |
 | Bachelor's or higher | 2682 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 100% (congressional)
+- [AL Senate District 13](/us/states/al/districts/senate/13.md) — 100% (state senate)
+- [AL House District 40](/us/states/al/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/coffee/index.md b/data/jurisdictions/us/states/al/counties/coffee/index.md
index bdd9e9bbba..710281128f 100644
--- a/data/jurisdictions/us/states/al/counties/coffee/index.md
+++ b/data/jurisdictions/us/states/al/counties/coffee/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 343
   hispanic: 5396
   bachelors_plus: 12167
+districts:
+  - to: "us/states/al/districts/01"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/al/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/91"
+    rel: in-district
+    area_weight: 0.5799
+  - to: "us/states/al/districts/house/90"
+    rel: in-district
+    area_weight: 0.2453
+  - to: "us/states/al/districts/house/92"
+    rel: in-district
+    area_weight: 0.1747
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5396 |
 | Bachelor's or higher | 12167 |
 
+## Districts
+
+- [AL-01](/us/states/al/districts/01.md) — 100% (congressional)
+- [AL Senate District 31](/us/states/al/districts/senate/31.md) — 100% (state senate)
+- [AL House District 91](/us/states/al/districts/house/91.md) — 58% (state house)
+- [AL House District 90](/us/states/al/districts/house/90.md) — 25% (state house)
+- [AL House District 92](/us/states/al/districts/house/92.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/colbert/index.md b/data/jurisdictions/us/states/al/counties/colbert/index.md
index aef5396d56..204120f02c 100644
--- a/data/jurisdictions/us/states/al/counties/colbert/index.md
+++ b/data/jurisdictions/us/states/al/counties/colbert/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 120
   hispanic: 2049
   bachelors_plus: 12243
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/al/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/18"
+    rel: in-district
+    area_weight: 0.7019
+  - to: "us/states/al/districts/house/7"
+    rel: in-district
+    area_weight: 0.22
+  - to: "us/states/al/districts/house/3"
+    rel: in-district
+    area_weight: 0.078
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2049 |
 | Bachelor's or higher | 12243 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 6](/us/states/al/districts/senate/6.md) — 100% (state senate)
+- [AL House District 18](/us/states/al/districts/house/18.md) — 70% (state house)
+- [AL House District 7](/us/states/al/districts/house/7.md) — 22% (state house)
+- [AL House District 3](/us/states/al/districts/house/3.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/conecuh/index.md b/data/jurisdictions/us/states/al/counties/conecuh/index.md
index 463b195572..7134ef02e0 100644
--- a/data/jurisdictions/us/states/al/counties/conecuh/index.md
+++ b/data/jurisdictions/us/states/al/counties/conecuh/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 22
   hispanic: 117
   bachelors_plus: 1559
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/al/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/90"
+    rel: in-district
+    area_weight: 0.5484
+  - to: "us/states/al/districts/house/68"
+    rel: in-district
+    area_weight: 0.4514
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 117 |
 | Bachelor's or higher | 1559 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 23](/us/states/al/districts/senate/23.md) — 100% (state senate)
+- [AL House District 90](/us/states/al/districts/house/90.md) — 55% (state house)
+- [AL House District 68](/us/states/al/districts/house/68.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/coosa/index.md b/data/jurisdictions/us/states/al/counties/coosa/index.md
index da8733613e..e1268ac130 100644
--- a/data/jurisdictions/us/states/al/counties/coosa/index.md
+++ b/data/jurisdictions/us/states/al/counties/coosa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 253
   bachelors_plus: 1467
+districts:
+  - to: "us/states/al/districts/06"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/33"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 253 |
 | Bachelor's or higher | 1467 |
 
+## Districts
+
+- [AL-06](/us/states/al/districts/06.md) — 100% (congressional)
+- [AL Senate District 30](/us/states/al/districts/senate/30.md) — 100% (state senate)
+- [AL House District 33](/us/states/al/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/covington/index.md b/data/jurisdictions/us/states/al/counties/covington/index.md
index 7c915925d0..88bfa8a34a 100644
--- a/data/jurisdictions/us/states/al/counties/covington/index.md
+++ b/data/jurisdictions/us/states/al/counties/covington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 117
   hispanic: 765
   bachelors_plus: 6474
+districts:
+  - to: "us/states/al/districts/01"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/al/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/92"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 765 |
 | Bachelor's or higher | 6474 |
 
+## Districts
+
+- [AL-01](/us/states/al/districts/01.md) — 100% (congressional)
+- [AL Senate District 31](/us/states/al/districts/senate/31.md) — 100% (state senate)
+- [AL House District 92](/us/states/al/districts/house/92.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/crenshaw/index.md b/data/jurisdictions/us/states/al/counties/crenshaw/index.md
index f477d215e7..ce166067b2 100644
--- a/data/jurisdictions/us/states/al/counties/crenshaw/index.md
+++ b/data/jurisdictions/us/states/al/counties/crenshaw/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 64
   hispanic: 288
   bachelors_plus: 2205
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/al/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/al/districts/house/90"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 288 |
 | Bachelor's or higher | 2205 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 25](/us/states/al/districts/senate/25.md) — 100% (state senate)
+- [AL House District 90](/us/states/al/districts/house/90.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/cullman/index.md b/data/jurisdictions/us/states/al/counties/cullman/index.md
index de05b1b3ab..7f647eb6ec 100644
--- a/data/jurisdictions/us/states/al/counties/cullman/index.md
+++ b/data/jurisdictions/us/states/al/counties/cullman/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 341
   hispanic: 4563
   bachelors_plus: 16645
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/12"
+    rel: in-district
+    area_weight: 0.5538
+  - to: "us/states/al/districts/house/11"
+    rel: in-district
+    area_weight: 0.3547
+  - to: "us/states/al/districts/house/14"
+    rel: in-district
+    area_weight: 0.0914
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4563 |
 | Bachelor's or higher | 16645 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 4](/us/states/al/districts/senate/4.md) — 100% (state senate)
+- [AL House District 12](/us/states/al/districts/house/12.md) — 55% (state house)
+- [AL House District 11](/us/states/al/districts/house/11.md) — 35% (state house)
+- [AL House District 14](/us/states/al/districts/house/14.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/dale/index.md b/data/jurisdictions/us/states/al/counties/dale/index.md
index ad4f938ea0..9963b9cfb8 100644
--- a/data/jurisdictions/us/states/al/counties/dale/index.md
+++ b/data/jurisdictions/us/states/al/counties/dale/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 247
   hispanic: 3533
   bachelors_plus: 9161
+districts:
+  - to: "us/states/al/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/senate/31"
+    rel: in-district
+    area_weight: 0.5888
+  - to: "us/states/al/districts/senate/29"
+    rel: in-district
+    area_weight: 0.4109
+  - to: "us/states/al/districts/house/93"
+    rel: in-district
+    area_weight: 0.5949
+  - to: "us/states/al/districts/house/89"
+    rel: in-district
+    area_weight: 0.4044
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3533 |
 | Bachelor's or higher | 9161 |
 
+## Districts
+
+- [AL-01](/us/states/al/districts/01.md) — 100% (congressional)
+- [AL Senate District 31](/us/states/al/districts/senate/31.md) — 59% (state senate)
+- [AL Senate District 29](/us/states/al/districts/senate/29.md) — 41% (state senate)
+- [AL House District 93](/us/states/al/districts/house/93.md) — 59% (state house)
+- [AL House District 89](/us/states/al/districts/house/89.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/dallas/index.md b/data/jurisdictions/us/states/al/counties/dallas/index.md
index 3ebab54d37..f6ce642d56 100644
--- a/data/jurisdictions/us/states/al/counties/dallas/index.md
+++ b/data/jurisdictions/us/states/al/counties/dallas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 46
   hispanic: 360
   bachelors_plus: 5834
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/al/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/67"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 360 |
 | Bachelor's or higher | 5834 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 100% (congressional)
+- [AL Senate District 23](/us/states/al/districts/senate/23.md) — 100% (state senate)
+- [AL House District 67](/us/states/al/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/dekalb/index.md b/data/jurisdictions/us/states/al/counties/dekalb/index.md
index 11a3471335..7f4bf8a40d 100644
--- a/data/jurisdictions/us/states/al/counties/dekalb/index.md
+++ b/data/jurisdictions/us/states/al/counties/dekalb/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1215
   hispanic: 12382
   bachelors_plus: 9411
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/al/districts/senate/8"
+    rel: in-district
+    area_weight: 0.6648
+  - to: "us/states/al/districts/senate/10"
+    rel: in-district
+    area_weight: 0.3352
+  - to: "us/states/al/districts/house/24"
+    rel: in-district
+    area_weight: 0.6529
+  - to: "us/states/al/districts/house/39"
+    rel: in-district
+    area_weight: 0.3469
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 12382 |
 | Bachelor's or higher | 9411 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 8](/us/states/al/districts/senate/8.md) — 66% (state senate)
+- [AL Senate District 10](/us/states/al/districts/senate/10.md) — 34% (state senate)
+- [AL House District 24](/us/states/al/districts/house/24.md) — 65% (state house)
+- [AL House District 39](/us/states/al/districts/house/39.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/elmore/index.md b/data/jurisdictions/us/states/al/counties/elmore/index.md
index ee310afe83..406bb7f924 100644
--- a/data/jurisdictions/us/states/al/counties/elmore/index.md
+++ b/data/jurisdictions/us/states/al/counties/elmore/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 170
   hispanic: 3034
   bachelors_plus: 21446
+districts:
+  - to: "us/states/al/districts/06"
+    rel: in-district
+    area_weight: 0.9927
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/al/districts/senate/25"
+    rel: in-district
+    area_weight: 0.8644
+  - to: "us/states/al/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1354
+  - to: "us/states/al/districts/house/31"
+    rel: in-district
+    area_weight: 0.6959
+  - to: "us/states/al/districts/house/75"
+    rel: in-district
+    area_weight: 0.2376
+  - to: "us/states/al/districts/house/88"
+    rel: in-district
+    area_weight: 0.0662
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3034 |
 | Bachelor's or higher | 21446 |
 
+## Districts
+
+- [AL-06](/us/states/al/districts/06.md) — 99% (congressional)
+- [AL-02](/us/states/al/districts/02.md) — 1% (congressional)
+- [AL Senate District 25](/us/states/al/districts/senate/25.md) — 86% (state senate)
+- [AL Senate District 30](/us/states/al/districts/senate/30.md) — 14% (state senate)
+- [AL House District 31](/us/states/al/districts/house/31.md) — 70% (state house)
+- [AL House District 75](/us/states/al/districts/house/75.md) — 24% (state house)
+- [AL House District 88](/us/states/al/districts/house/88.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/escambia/index.md b/data/jurisdictions/us/states/al/counties/escambia/index.md
index 24e6818260..02a0e4a1f8 100644
--- a/data/jurisdictions/us/states/al/counties/escambia/index.md
+++ b/data/jurisdictions/us/states/al/counties/escambia/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1040
   hispanic: 862
   bachelors_plus: 4805
+districts:
+  - to: "us/states/al/districts/01"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/al/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/al/districts/house/66"
+    rel: in-district
+    area_weight: 0.6782
+  - to: "us/states/al/districts/house/92"
+    rel: in-district
+    area_weight: 0.3211
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 862 |
 | Bachelor's or higher | 4805 |
 
+## Districts
+
+- [AL-01](/us/states/al/districts/01.md) — 100% (congressional)
+- [AL Senate District 22](/us/states/al/districts/senate/22.md) — 100% (state senate)
+- [AL House District 66](/us/states/al/districts/house/66.md) — 68% (state house)
+- [AL House District 92](/us/states/al/districts/house/92.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/etowah/index.md b/data/jurisdictions/us/states/al/counties/etowah/index.md
index 23b1375025..6d5d133ec7 100644
--- a/data/jurisdictions/us/states/al/counties/etowah/index.md
+++ b/data/jurisdictions/us/states/al/counties/etowah/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 526
   hispanic: 5393
   bachelors_plus: 18125
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/al/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/29"
+    rel: in-district
+    area_weight: 0.4656
+  - to: "us/states/al/districts/house/30"
+    rel: in-district
+    area_weight: 0.3168
+  - to: "us/states/al/districts/house/28"
+    rel: in-district
+    area_weight: 0.2174
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 5393 |
 | Bachelor's or higher | 18125 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 100% (congressional)
+- [AL Senate District 10](/us/states/al/districts/senate/10.md) — 100% (state senate)
+- [AL House District 29](/us/states/al/districts/house/29.md) — 47% (state house)
+- [AL House District 30](/us/states/al/districts/house/30.md) — 32% (state house)
+- [AL House District 28](/us/states/al/districts/house/28.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/fayette/index.md b/data/jurisdictions/us/states/al/counties/fayette/index.md
index b3951abc46..2a0c046899 100644
--- a/data/jurisdictions/us/states/al/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/al/counties/fayette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 150
   bachelors_plus: 2227
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/al/districts/senate/5"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/al/districts/house/16"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 150 |
 | Bachelor's or higher | 2227 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 5](/us/states/al/districts/senate/5.md) — 100% (state senate)
+- [AL House District 16](/us/states/al/districts/house/16.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/franklin/index.md b/data/jurisdictions/us/states/al/counties/franklin/index.md
index bdc321e243..484454c8cd 100644
--- a/data/jurisdictions/us/states/al/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/al/counties/franklin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 235
   hispanic: 6573
   bachelors_plus: 4614
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/18"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6573 |
 | Bachelor's or higher | 4614 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 6](/us/states/al/districts/senate/6.md) — 100% (state senate)
+- [AL House District 18](/us/states/al/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/geneva/index.md b/data/jurisdictions/us/states/al/counties/geneva/index.md
index 8385ab5221..4ffccdd330 100644
--- a/data/jurisdictions/us/states/al/counties/geneva/index.md
+++ b/data/jurisdictions/us/states/al/counties/geneva/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 66
   hispanic: 1437
   bachelors_plus: 3231
+districts:
+  - to: "us/states/al/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/87"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1437 |
 | Bachelor's or higher | 3231 |
 
+## Districts
+
+- [AL-01](/us/states/al/districts/01.md) — 100% (congressional)
+- [AL Senate District 29](/us/states/al/districts/senate/29.md) — 100% (state senate)
+- [AL House District 87](/us/states/al/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/greene/index.md b/data/jurisdictions/us/states/al/counties/greene/index.md
index 2e2fc394de..f70c69eb8c 100644
--- a/data/jurisdictions/us/states/al/counties/greene/index.md
+++ b/data/jurisdictions/us/states/al/counties/greene/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 10
   bachelors_plus: 1050
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/al/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/72"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 10 |
 | Bachelor's or higher | 1050 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 100% (congressional)
+- [AL Senate District 24](/us/states/al/districts/senate/24.md) — 100% (state senate)
+- [AL House District 72](/us/states/al/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/hale/index.md b/data/jurisdictions/us/states/al/counties/hale/index.md
index 9f715b38e4..6035eec06c 100644
--- a/data/jurisdictions/us/states/al/counties/hale/index.md
+++ b/data/jurisdictions/us/states/al/counties/hale/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 195
   bachelors_plus: 2400
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/72"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 195 |
 | Bachelor's or higher | 2400 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 100% (congressional)
+- [AL Senate District 24](/us/states/al/districts/senate/24.md) — 100% (state senate)
+- [AL House District 72](/us/states/al/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/henry/index.md b/data/jurisdictions/us/states/al/counties/henry/index.md
index a8869a692a..a0c84be0be 100644
--- a/data/jurisdictions/us/states/al/counties/henry/index.md
+++ b/data/jurisdictions/us/states/al/counties/henry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 41
   hispanic: 390
   bachelors_plus: 3907
+districts:
+  - to: "us/states/al/districts/01"
+    rel: in-district
+    area_weight: 0.9961
+  - to: "us/states/al/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/al/districts/house/85"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 390 |
 | Bachelor's or higher | 3907 |
 
+## Districts
+
+- [AL-01](/us/states/al/districts/01.md) — 100% (congressional)
+- [AL Senate District 28](/us/states/al/districts/senate/28.md) — 100% (state senate)
+- [AL House District 85](/us/states/al/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/houston/index.md b/data/jurisdictions/us/states/al/counties/houston/index.md
index 96320b58db..bbca825833 100644
--- a/data/jurisdictions/us/states/al/counties/houston/index.md
+++ b/data/jurisdictions/us/states/al/counties/houston/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 303
   hispanic: 4984
   bachelors_plus: 23639
+districts:
+  - to: "us/states/al/districts/01"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/al/districts/senate/29"
+    rel: in-district
+    area_weight: 0.874
+  - to: "us/states/al/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1256
+  - to: "us/states/al/districts/house/86"
+    rel: in-district
+    area_weight: 0.7639
+  - to: "us/states/al/districts/house/87"
+    rel: in-district
+    area_weight: 0.1293
+  - to: "us/states/al/districts/house/85"
+    rel: in-district
+    area_weight: 0.0882
+  - to: "us/states/al/districts/house/93"
+    rel: in-district
+    area_weight: 0.0182
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4984 |
 | Bachelor's or higher | 23639 |
 
+## Districts
+
+- [AL-01](/us/states/al/districts/01.md) — 100% (congressional)
+- [AL Senate District 29](/us/states/al/districts/senate/29.md) — 87% (state senate)
+- [AL Senate District 28](/us/states/al/districts/senate/28.md) — 13% (state senate)
+- [AL House District 86](/us/states/al/districts/house/86.md) — 76% (state house)
+- [AL House District 87](/us/states/al/districts/house/87.md) — 13% (state house)
+- [AL House District 85](/us/states/al/districts/house/85.md) — 9% (state house)
+- [AL House District 93](/us/states/al/districts/house/93.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/jackson/index.md b/data/jurisdictions/us/states/al/counties/jackson/index.md
index 13baefc2fb..14a1963341 100644
--- a/data/jurisdictions/us/states/al/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/al/counties/jackson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 254
   hispanic: 1897
   bachelors_plus: 8345
+districts:
+  - to: "us/states/al/districts/05"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/al/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/23"
+    rel: in-district
+    area_weight: 0.8785
+  - to: "us/states/al/districts/house/22"
+    rel: in-district
+    area_weight: 0.1214
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1897 |
 | Bachelor's or higher | 8345 |
 
+## Districts
+
+- [AL-05](/us/states/al/districts/05.md) — 100% (congressional)
+- [AL Senate District 8](/us/states/al/districts/senate/8.md) — 100% (state senate)
+- [AL House District 23](/us/states/al/districts/house/23.md) — 88% (state house)
+- [AL House District 22](/us/states/al/districts/house/22.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/jefferson/index.md b/data/jurisdictions/us/states/al/counties/jefferson/index.md
index 7948fb4ced..695161ceee 100644
--- a/data/jurisdictions/us/states/al/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/al/counties/jefferson/index.md
@@ -22,9 +22,90 @@ demographics:
   race_native: 2099
   hispanic: 36545
   bachelors_plus: 231370
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.5966
+  - to: "us/states/al/districts/06"
+    rel: in-district
+    area_weight: 0.4015
+  - to: "us/states/al/districts/senate/19"
+    rel: in-district
+    area_weight: 0.2757
+  - to: "us/states/al/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2297
+  - to: "us/states/al/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1983
+  - to: "us/states/al/districts/senate/20"
+    rel: in-district
+    area_weight: 0.1241
+  - to: "us/states/al/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0748
+  - to: "us/states/al/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0575
+  - to: "us/states/al/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0399
+  - to: "us/states/al/districts/house/16"
+    rel: in-district
+    area_weight: 0.2149
+  - to: "us/states/al/districts/house/51"
+    rel: in-district
+    area_weight: 0.1781
+  - to: "us/states/al/districts/house/60"
+    rel: in-district
+    area_weight: 0.0813
+  - to: "us/states/al/districts/house/44"
+    rel: in-district
+    area_weight: 0.0761
+  - to: "us/states/al/districts/house/15"
+    rel: in-district
+    area_weight: 0.0738
+  - to: "us/states/al/districts/house/57"
+    rel: in-district
+    area_weight: 0.0679
+  - to: "us/states/al/districts/house/56"
+    rel: in-district
+    area_weight: 0.0532
+  - to: "us/states/al/districts/house/59"
+    rel: in-district
+    area_weight: 0.0502
+  - to: "us/states/al/districts/house/45"
+    rel: in-district
+    area_weight: 0.0363
+  - to: "us/states/al/districts/house/58"
+    rel: in-district
+    area_weight: 0.0279
+  - to: "us/states/al/districts/house/14"
+    rel: in-district
+    area_weight: 0.0276
+  - to: "us/states/al/districts/house/48"
+    rel: in-district
+    area_weight: 0.0263
+  - to: "us/states/al/districts/house/55"
+    rel: in-district
+    area_weight: 0.0202
+  - to: "us/states/al/districts/house/46"
+    rel: in-district
+    area_weight: 0.0185
+  - to: "us/states/al/districts/house/54"
+    rel: in-district
+    area_weight: 0.0179
+  - to: "us/states/al/districts/house/47"
+    rel: in-district
+    area_weight: 0.0163
+  - to: "us/states/al/districts/house/52"
+    rel: in-district
+    area_weight: 0.0134
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +137,36 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 36545 |
 | Bachelor's or higher | 231370 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 60% (congressional)
+- [AL-06](/us/states/al/districts/06.md) — 40% (congressional)
+- [AL Senate District 19](/us/states/al/districts/senate/19.md) — 28% (state senate)
+- [AL Senate District 17](/us/states/al/districts/senate/17.md) — 23% (state senate)
+- [AL Senate District 5](/us/states/al/districts/senate/5.md) — 20% (state senate)
+- [AL Senate District 20](/us/states/al/districts/senate/20.md) — 12% (state senate)
+- [AL Senate District 15](/us/states/al/districts/senate/15.md) — 7% (state senate)
+- [AL Senate District 18](/us/states/al/districts/senate/18.md) — 6% (state senate)
+- [AL Senate District 16](/us/states/al/districts/senate/16.md) — 4% (state senate)
+- [AL House District 16](/us/states/al/districts/house/16.md) — 21% (state house)
+- [AL House District 51](/us/states/al/districts/house/51.md) — 18% (state house)
+- [AL House District 60](/us/states/al/districts/house/60.md) — 8% (state house)
+- [AL House District 44](/us/states/al/districts/house/44.md) — 8% (state house)
+- [AL House District 15](/us/states/al/districts/house/15.md) — 7% (state house)
+- [AL House District 57](/us/states/al/districts/house/57.md) — 7% (state house)
+- [AL House District 56](/us/states/al/districts/house/56.md) — 5% (state house)
+- [AL House District 59](/us/states/al/districts/house/59.md) — 5% (state house)
+- [AL House District 45](/us/states/al/districts/house/45.md) — 4% (state house)
+- [AL House District 58](/us/states/al/districts/house/58.md) — 3% (state house)
+- [AL House District 14](/us/states/al/districts/house/14.md) — 3% (state house)
+- [AL House District 48](/us/states/al/districts/house/48.md) — 3% (state house)
+- [AL House District 55](/us/states/al/districts/house/55.md) — 2% (state house)
+- [AL House District 46](/us/states/al/districts/house/46.md) — 2% (state house)
+- [AL House District 54](/us/states/al/districts/house/54.md) — 2% (state house)
+- [AL House District 47](/us/states/al/districts/house/47.md) — 2% (state house)
+- [AL House District 52](/us/states/al/districts/house/52.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/lamar/index.md b/data/jurisdictions/us/states/al/counties/lamar/index.md
index 6c5b7b6590..6db573598e 100644
--- a/data/jurisdictions/us/states/al/counties/lamar/index.md
+++ b/data/jurisdictions/us/states/al/counties/lamar/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 262
   bachelors_plus: 1681
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/17"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 262 |
 | Bachelor's or higher | 1681 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 5](/us/states/al/districts/senate/5.md) — 100% (state senate)
+- [AL House District 17](/us/states/al/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/lauderdale/index.md b/data/jurisdictions/us/states/al/counties/lauderdale/index.md
index 8be67e018a..ca52a45f9b 100644
--- a/data/jurisdictions/us/states/al/counties/lauderdale/index.md
+++ b/data/jurisdictions/us/states/al/counties/lauderdale/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 317
   hispanic: 3317
   bachelors_plus: 26918
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.7171
+  - to: "us/states/al/districts/05"
+    rel: in-district
+    area_weight: 0.2826
+  - to: "us/states/al/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/1"
+    rel: in-district
+    area_weight: 0.5129
+  - to: "us/states/al/districts/house/2"
+    rel: in-district
+    area_weight: 0.3503
+  - to: "us/states/al/districts/house/3"
+    rel: in-district
+    area_weight: 0.1365
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3317 |
 | Bachelor's or higher | 26918 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 72% (congressional)
+- [AL-05](/us/states/al/districts/05.md) — 28% (congressional)
+- [AL Senate District 1](/us/states/al/districts/senate/1.md) — 100% (state senate)
+- [AL House District 1](/us/states/al/districts/house/1.md) — 51% (state house)
+- [AL House District 2](/us/states/al/districts/house/2.md) — 35% (state house)
+- [AL House District 3](/us/states/al/districts/house/3.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/lawrence/index.md b/data/jurisdictions/us/states/al/counties/lawrence/index.md
index f0eb747238..b5b86afc13 100644
--- a/data/jurisdictions/us/states/al/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/al/counties/lawrence/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1237
   hispanic: 1044
   bachelors_plus: 4782
+districts:
+  - to: "us/states/al/districts/05"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/al/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/7"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1044 |
 | Bachelor's or higher | 4782 |
 
+## Districts
+
+- [AL-05](/us/states/al/districts/05.md) — 100% (congressional)
+- [AL Senate District 6](/us/states/al/districts/senate/6.md) — 100% (state senate)
+- [AL House District 7](/us/states/al/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/lee/index.md b/data/jurisdictions/us/states/al/counties/lee/index.md
index a08871404d..e9a5b55513 100644
--- a/data/jurisdictions/us/states/al/counties/lee/index.md
+++ b/data/jurisdictions/us/states/al/counties/lee/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 742
   hispanic: 9779
   bachelors_plus: 69554
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/al/districts/senate/27"
+    rel: in-district
+    area_weight: 0.5463
+  - to: "us/states/al/districts/senate/13"
+    rel: in-district
+    area_weight: 0.4533
+  - to: "us/states/al/districts/house/38"
+    rel: in-district
+    area_weight: 0.3527
+  - to: "us/states/al/districts/house/83"
+    rel: in-district
+    area_weight: 0.1669
+  - to: "us/states/al/districts/house/37"
+    rel: in-district
+    area_weight: 0.1265
+  - to: "us/states/al/districts/house/82"
+    rel: in-district
+    area_weight: 0.1161
+  - to: "us/states/al/districts/house/81"
+    rel: in-district
+    area_weight: 0.0959
+  - to: "us/states/al/districts/house/80"
+    rel: in-district
+    area_weight: 0.0749
+  - to: "us/states/al/districts/house/79"
+    rel: in-district
+    area_weight: 0.0666
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 9779 |
 | Bachelor's or higher | 69554 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 100% (congressional)
+- [AL Senate District 27](/us/states/al/districts/senate/27.md) — 55% (state senate)
+- [AL Senate District 13](/us/states/al/districts/senate/13.md) — 45% (state senate)
+- [AL House District 38](/us/states/al/districts/house/38.md) — 35% (state house)
+- [AL House District 83](/us/states/al/districts/house/83.md) — 17% (state house)
+- [AL House District 37](/us/states/al/districts/house/37.md) — 13% (state house)
+- [AL House District 82](/us/states/al/districts/house/82.md) — 12% (state house)
+- [AL House District 81](/us/states/al/districts/house/81.md) — 10% (state house)
+- [AL House District 80](/us/states/al/districts/house/80.md) — 7% (state house)
+- [AL House District 79](/us/states/al/districts/house/79.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/limestone/index.md b/data/jurisdictions/us/states/al/counties/limestone/index.md
index f2f16fdd18..8494667a96 100644
--- a/data/jurisdictions/us/states/al/counties/limestone/index.md
+++ b/data/jurisdictions/us/states/al/counties/limestone/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 1281
   hispanic: 8295
   bachelors_plus: 33231
+districts:
+  - to: "us/states/al/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/senate/1"
+    rel: in-district
+    area_weight: 0.6038
+  - to: "us/states/al/districts/senate/3"
+    rel: in-district
+    area_weight: 0.218
+  - to: "us/states/al/districts/senate/6"
+    rel: in-district
+    area_weight: 0.1347
+  - to: "us/states/al/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0433
+  - to: "us/states/al/districts/house/2"
+    rel: in-district
+    area_weight: 0.4034
+  - to: "us/states/al/districts/house/5"
+    rel: in-district
+    area_weight: 0.3371
+  - to: "us/states/al/districts/house/4"
+    rel: in-district
+    area_weight: 0.1453
+  - to: "us/states/al/districts/house/6"
+    rel: in-district
+    area_weight: 0.1082
+  - to: "us/states/al/districts/house/25"
+    rel: in-district
+    area_weight: 0.0058
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8295 |
 | Bachelor's or higher | 33231 |
 
+## Districts
+
+- [AL-05](/us/states/al/districts/05.md) — 100% (congressional)
+- [AL Senate District 1](/us/states/al/districts/senate/1.md) — 60% (state senate)
+- [AL Senate District 3](/us/states/al/districts/senate/3.md) — 22% (state senate)
+- [AL Senate District 6](/us/states/al/districts/senate/6.md) — 13% (state senate)
+- [AL Senate District 2](/us/states/al/districts/senate/2.md) — 4% (state senate)
+- [AL House District 2](/us/states/al/districts/house/2.md) — 40% (state house)
+- [AL House District 5](/us/states/al/districts/house/5.md) — 34% (state house)
+- [AL House District 4](/us/states/al/districts/house/4.md) — 15% (state house)
+- [AL House District 6](/us/states/al/districts/house/6.md) — 11% (state house)
+- [AL House District 25](/us/states/al/districts/house/25.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/lowndes/index.md b/data/jurisdictions/us/states/al/counties/lowndes/index.md
index f102c7207f..ec78f922f2 100644
--- a/data/jurisdictions/us/states/al/counties/lowndes/index.md
+++ b/data/jurisdictions/us/states/al/counties/lowndes/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 16
   bachelors_plus: 1304
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/al/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/69"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 16 |
 | Bachelor's or higher | 1304 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 100% (congressional)
+- [AL Senate District 23](/us/states/al/districts/senate/23.md) — 100% (state senate)
+- [AL House District 69](/us/states/al/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/macon/index.md b/data/jurisdictions/us/states/al/counties/macon/index.md
index 1a590aac30..a383226d96 100644
--- a/data/jurisdictions/us/states/al/counties/macon/index.md
+++ b/data/jurisdictions/us/states/al/counties/macon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 408
   bachelors_plus: 3543
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/al/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/al/districts/house/82"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 408 |
 | Bachelor's or higher | 3543 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 28](/us/states/al/districts/senate/28.md) — 100% (state senate)
+- [AL House District 82](/us/states/al/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/madison/index.md b/data/jurisdictions/us/states/al/counties/madison/index.md
index c9905c1d1c..9016b9a9ff 100644
--- a/data/jurisdictions/us/states/al/counties/madison/index.md
+++ b/data/jurisdictions/us/states/al/counties/madison/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 2015
   hispanic: 27577
   bachelors_plus: 181770
+districts:
+  - to: "us/states/al/districts/05"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/al/districts/senate/7"
+    rel: in-district
+    area_weight: 0.3206
+  - to: "us/states/al/districts/senate/8"
+    rel: in-district
+    area_weight: 0.2885
+  - to: "us/states/al/districts/senate/9"
+    rel: in-district
+    area_weight: 0.2178
+  - to: "us/states/al/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1364
+  - to: "us/states/al/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0367
+  - to: "us/states/al/districts/house/22"
+    rel: in-district
+    area_weight: 0.4103
+  - to: "us/states/al/districts/house/10"
+    rel: in-district
+    area_weight: 0.1317
+  - to: "us/states/al/districts/house/21"
+    rel: in-district
+    area_weight: 0.1127
+  - to: "us/states/al/districts/house/6"
+    rel: in-district
+    area_weight: 0.099
+  - to: "us/states/al/districts/house/20"
+    rel: in-district
+    area_weight: 0.0808
+  - to: "us/states/al/districts/house/19"
+    rel: in-district
+    area_weight: 0.0781
+  - to: "us/states/al/districts/house/25"
+    rel: in-district
+    area_weight: 0.0414
+  - to: "us/states/al/districts/house/53"
+    rel: in-district
+    area_weight: 0.0362
+  - to: "us/states/al/districts/house/4"
+    rel: in-district
+    area_weight: 0.0098
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 27577 |
 | Bachelor's or higher | 181770 |
 
+## Districts
+
+- [AL-05](/us/states/al/districts/05.md) — 100% (congressional)
+- [AL Senate District 7](/us/states/al/districts/senate/7.md) — 32% (state senate)
+- [AL Senate District 8](/us/states/al/districts/senate/8.md) — 29% (state senate)
+- [AL Senate District 9](/us/states/al/districts/senate/9.md) — 22% (state senate)
+- [AL Senate District 2](/us/states/al/districts/senate/2.md) — 14% (state senate)
+- [AL Senate District 3](/us/states/al/districts/senate/3.md) — 4% (state senate)
+- [AL House District 22](/us/states/al/districts/house/22.md) — 41% (state house)
+- [AL House District 10](/us/states/al/districts/house/10.md) — 13% (state house)
+- [AL House District 21](/us/states/al/districts/house/21.md) — 11% (state house)
+- [AL House District 6](/us/states/al/districts/house/6.md) — 10% (state house)
+- [AL House District 20](/us/states/al/districts/house/20.md) — 8% (state house)
+- [AL House District 19](/us/states/al/districts/house/19.md) — 8% (state house)
+- [AL House District 25](/us/states/al/districts/house/25.md) — 4% (state house)
+- [AL House District 53](/us/states/al/districts/house/53.md) — 4% (state house)
+- [AL House District 4](/us/states/al/districts/house/4.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/marengo/index.md b/data/jurisdictions/us/states/al/counties/marengo/index.md
index cd0e626038..b340697608 100644
--- a/data/jurisdictions/us/states/al/counties/marengo/index.md
+++ b/data/jurisdictions/us/states/al/counties/marengo/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 54
   hispanic: 506
   bachelors_plus: 3598
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/al/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/68"
+    rel: in-district
+    area_weight: 0.5465
+  - to: "us/states/al/districts/house/71"
+    rel: in-district
+    area_weight: 0.4533
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 506 |
 | Bachelor's or higher | 3598 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 100% (congressional)
+- [AL Senate District 24](/us/states/al/districts/senate/24.md) — 100% (state senate)
+- [AL House District 68](/us/states/al/districts/house/68.md) — 55% (state house)
+- [AL House District 71](/us/states/al/districts/house/71.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/marion/index.md b/data/jurisdictions/us/states/al/counties/marion/index.md
index 7910057da1..e2fc455d3d 100644
--- a/data/jurisdictions/us/states/al/counties/marion/index.md
+++ b/data/jurisdictions/us/states/al/counties/marion/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 181
   hispanic: 925
   bachelors_plus: 3816
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/17"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 925 |
 | Bachelor's or higher | 3816 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 4](/us/states/al/districts/senate/4.md) — 100% (state senate)
+- [AL House District 17](/us/states/al/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/marshall/index.md b/data/jurisdictions/us/states/al/counties/marshall/index.md
index cb79523a51..dee0f57d7e 100644
--- a/data/jurisdictions/us/states/al/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/al/counties/marshall/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1321
   hispanic: 17192
   bachelors_plus: 18815
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/al/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/27"
+    rel: in-district
+    area_weight: 0.7427
+  - to: "us/states/al/districts/house/26"
+    rel: in-district
+    area_weight: 0.257
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 17192 |
 | Bachelor's or higher | 18815 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 9](/us/states/al/districts/senate/9.md) — 100% (state senate)
+- [AL House District 27](/us/states/al/districts/house/27.md) — 74% (state house)
+- [AL House District 26](/us/states/al/districts/house/26.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/mobile/index.md b/data/jurisdictions/us/states/al/counties/mobile/index.md
index 9d4c82b022..519eda81b4 100644
--- a/data/jurisdictions/us/states/al/counties/mobile/index.md
+++ b/data/jurisdictions/us/states/al/counties/mobile/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 1747
   hispanic: 14244
   bachelors_plus: 98710
+districts:
+  - to: "us/states/al/districts/01"
+    rel: in-district
+    area_weight: 0.4667
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.3181
+  - to: "us/states/al/districts/senate/34"
+    rel: in-district
+    area_weight: 0.464
+  - to: "us/states/al/districts/senate/35"
+    rel: in-district
+    area_weight: 0.2066
+  - to: "us/states/al/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0583
+  - to: "us/states/al/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0427
+  - to: "us/states/al/districts/house/102"
+    rel: in-district
+    area_weight: 0.3467
+  - to: "us/states/al/districts/house/105"
+    rel: in-district
+    area_weight: 0.1628
+  - to: "us/states/al/districts/house/98"
+    rel: in-district
+    area_weight: 0.0891
+  - to: "us/states/al/districts/house/100"
+    rel: in-district
+    area_weight: 0.0445
+  - to: "us/states/al/districts/house/97"
+    rel: in-district
+    area_weight: 0.0366
+  - to: "us/states/al/districts/house/99"
+    rel: in-district
+    area_weight: 0.0317
+  - to: "us/states/al/districts/house/101"
+    rel: in-district
+    area_weight: 0.025
+  - to: "us/states/al/districts/house/104"
+    rel: in-district
+    area_weight: 0.0184
+  - to: "us/states/al/districts/house/103"
+    rel: in-district
+    area_weight: 0.0166
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 14244 |
 | Bachelor's or higher | 98710 |
 
+## Districts
+
+- [AL-01](/us/states/al/districts/01.md) — 47% (congressional)
+- [AL-02](/us/states/al/districts/02.md) — 32% (congressional)
+- [AL Senate District 34](/us/states/al/districts/senate/34.md) — 46% (state senate)
+- [AL Senate District 35](/us/states/al/districts/senate/35.md) — 21% (state senate)
+- [AL Senate District 33](/us/states/al/districts/senate/33.md) — 6% (state senate)
+- [AL Senate District 22](/us/states/al/districts/senate/22.md) — 4% (state senate)
+- [AL House District 102](/us/states/al/districts/house/102.md) — 35% (state house)
+- [AL House District 105](/us/states/al/districts/house/105.md) — 16% (state house)
+- [AL House District 98](/us/states/al/districts/house/98.md) — 9% (state house)
+- [AL House District 100](/us/states/al/districts/house/100.md) — 4% (state house)
+- [AL House District 97](/us/states/al/districts/house/97.md) — 4% (state house)
+- [AL House District 99](/us/states/al/districts/house/99.md) — 3% (state house)
+- [AL House District 101](/us/states/al/districts/house/101.md) — 2% (state house)
+- [AL House District 104](/us/states/al/districts/house/104.md) — 2% (state house)
+- [AL House District 103](/us/states/al/districts/house/103.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/monroe/index.md b/data/jurisdictions/us/states/al/counties/monroe/index.md
index def7c04eff..19362c48d7 100644
--- a/data/jurisdictions/us/states/al/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/al/counties/monroe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 169
   hispanic: 45
   bachelors_plus: 2293
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/al/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/68"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 45 |
 | Bachelor's or higher | 2293 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 23](/us/states/al/districts/senate/23.md) — 100% (state senate)
+- [AL House District 68](/us/states/al/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/montgomery/index.md b/data/jurisdictions/us/states/al/counties/montgomery/index.md
index 2499b4582c..c5ae1dab47 100644
--- a/data/jurisdictions/us/states/al/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/al/counties/montgomery/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 1198
   hispanic: 12002
   bachelors_plus: 79213
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.9964
+  - to: "us/states/al/districts/senate/25"
+    rel: in-district
+    area_weight: 0.6332
+  - to: "us/states/al/districts/senate/26"
+    rel: in-district
+    area_weight: 0.3664
+  - to: "us/states/al/districts/house/90"
+    rel: in-district
+    area_weight: 0.3875
+  - to: "us/states/al/districts/house/75"
+    rel: in-district
+    area_weight: 0.2085
+  - to: "us/states/al/districts/house/76"
+    rel: in-district
+    area_weight: 0.1428
+  - to: "us/states/al/districts/house/78"
+    rel: in-district
+    area_weight: 0.1389
+  - to: "us/states/al/districts/house/69"
+    rel: in-district
+    area_weight: 0.0721
+  - to: "us/states/al/districts/house/74"
+    rel: in-district
+    area_weight: 0.0267
+  - to: "us/states/al/districts/house/77"
+    rel: in-district
+    area_weight: 0.0233
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12002 |
 | Bachelor's or higher | 79213 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 25](/us/states/al/districts/senate/25.md) — 63% (state senate)
+- [AL Senate District 26](/us/states/al/districts/senate/26.md) — 37% (state senate)
+- [AL House District 90](/us/states/al/districts/house/90.md) — 39% (state house)
+- [AL House District 75](/us/states/al/districts/house/75.md) — 21% (state house)
+- [AL House District 76](/us/states/al/districts/house/76.md) — 14% (state house)
+- [AL House District 78](/us/states/al/districts/house/78.md) — 14% (state house)
+- [AL House District 69](/us/states/al/districts/house/69.md) — 7% (state house)
+- [AL House District 74](/us/states/al/districts/house/74.md) — 3% (state house)
+- [AL House District 77](/us/states/al/districts/house/77.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/morgan/index.md b/data/jurisdictions/us/states/al/counties/morgan/index.md
index eaa36ec2c2..f0b4226dc0 100644
--- a/data/jurisdictions/us/states/al/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/al/counties/morgan/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 770
   hispanic: 14293
   bachelors_plus: 29912
+districts:
+  - to: "us/states/al/districts/05"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/al/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/9"
+    rel: in-district
+    area_weight: 0.6762
+  - to: "us/states/al/districts/house/8"
+    rel: in-district
+    area_weight: 0.1594
+  - to: "us/states/al/districts/house/4"
+    rel: in-district
+    area_weight: 0.1307
+  - to: "us/states/al/districts/house/7"
+    rel: in-district
+    area_weight: 0.0336
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 14293 |
 | Bachelor's or higher | 29912 |
 
+## Districts
+
+- [AL-05](/us/states/al/districts/05.md) — 100% (congressional)
+- [AL Senate District 3](/us/states/al/districts/senate/3.md) — 100% (state senate)
+- [AL House District 9](/us/states/al/districts/house/9.md) — 68% (state house)
+- [AL House District 8](/us/states/al/districts/house/8.md) — 16% (state house)
+- [AL House District 4](/us/states/al/districts/house/4.md) — 13% (state house)
+- [AL House District 7](/us/states/al/districts/house/7.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/perry/index.md b/data/jurisdictions/us/states/al/counties/perry/index.md
index 7120cbb5b2..a21542c2c5 100644
--- a/data/jurisdictions/us/states/al/counties/perry/index.md
+++ b/data/jurisdictions/us/states/al/counties/perry/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 17
   bachelors_plus: 1164
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/67"
+    rel: in-district
+    area_weight: 0.9195
+  - to: "us/states/al/districts/house/68"
+    rel: in-district
+    area_weight: 0.0804
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 17 |
 | Bachelor's or higher | 1164 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 100% (congressional)
+- [AL Senate District 23](/us/states/al/districts/senate/23.md) — 100% (state senate)
+- [AL House District 67](/us/states/al/districts/house/67.md) — 92% (state house)
+- [AL House District 68](/us/states/al/districts/house/68.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/pickens/index.md b/data/jurisdictions/us/states/al/counties/pickens/index.md
index 47746fa1ef..1d843499cc 100644
--- a/data/jurisdictions/us/states/al/counties/pickens/index.md
+++ b/data/jurisdictions/us/states/al/counties/pickens/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 61
   hispanic: 666
   bachelors_plus: 2439
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/al/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/al/districts/house/61"
+    rel: in-district
+    area_weight: 0.6098
+  - to: "us/states/al/districts/house/71"
+    rel: in-district
+    area_weight: 0.3896
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 666 |
 | Bachelor's or higher | 2439 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 100% (congressional)
+- [AL Senate District 21](/us/states/al/districts/senate/21.md) — 100% (state senate)
+- [AL House District 61](/us/states/al/districts/house/61.md) — 61% (state house)
+- [AL House District 71](/us/states/al/districts/house/71.md) — 39% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/pike/index.md b/data/jurisdictions/us/states/al/counties/pike/index.md
index 4a81dacb9e..d10911ce8c 100644
--- a/data/jurisdictions/us/states/al/counties/pike/index.md
+++ b/data/jurisdictions/us/states/al/counties/pike/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 104
   hispanic: 902
   bachelors_plus: 7595
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/al/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/al/districts/house/89"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 902 |
 | Bachelor's or higher | 7595 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 31](/us/states/al/districts/senate/31.md) — 100% (state senate)
+- [AL House District 89](/us/states/al/districts/house/89.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/randolph/index.md b/data/jurisdictions/us/states/al/counties/randolph/index.md
index 1afe2b530c..bb9952b1eb 100644
--- a/data/jurisdictions/us/states/al/counties/randolph/index.md
+++ b/data/jurisdictions/us/states/al/counties/randolph/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 35
   hispanic: 669
   bachelors_plus: 4105
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/al/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/37"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 669 |
 | Bachelor's or higher | 4105 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 100% (congressional)
+- [AL Senate District 13](/us/states/al/districts/senate/13.md) — 100% (state senate)
+- [AL House District 37](/us/states/al/districts/house/37.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/russell/index.md b/data/jurisdictions/us/states/al/counties/russell/index.md
index b7613dd4c5..05829fbc83 100644
--- a/data/jurisdictions/us/states/al/counties/russell/index.md
+++ b/data/jurisdictions/us/states/al/counties/russell/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 76
   hispanic: 3527
   bachelors_plus: 9615
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.9961
+  - to: "us/states/al/districts/senate/28"
+    rel: in-district
+    area_weight: 0.7798
+  - to: "us/states/al/districts/senate/27"
+    rel: in-district
+    area_weight: 0.2198
+  - to: "us/states/al/districts/house/84"
+    rel: in-district
+    area_weight: 0.6928
+  - to: "us/states/al/districts/house/83"
+    rel: in-district
+    area_weight: 0.2698
+  - to: "us/states/al/districts/house/80"
+    rel: in-district
+    area_weight: 0.0369
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3527 |
 | Bachelor's or higher | 9615 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 28](/us/states/al/districts/senate/28.md) — 78% (state senate)
+- [AL Senate District 27](/us/states/al/districts/senate/27.md) — 22% (state senate)
+- [AL House District 84](/us/states/al/districts/house/84.md) — 69% (state house)
+- [AL House District 83](/us/states/al/districts/house/83.md) — 27% (state house)
+- [AL House District 80](/us/states/al/districts/house/80.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/shelby/index.md b/data/jurisdictions/us/states/al/counties/shelby/index.md
index 6ee809979f..4cf483c00e 100644
--- a/data/jurisdictions/us/states/al/counties/shelby/index.md
+++ b/data/jurisdictions/us/states/al/counties/shelby/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 752
   hispanic: 18735
   bachelors_plus: 108456
+districts:
+  - to: "us/states/al/districts/06"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/al/districts/senate/15"
+    rel: in-district
+    area_weight: 0.3785
+  - to: "us/states/al/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2895
+  - to: "us/states/al/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2821
+  - to: "us/states/al/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0499
+  - to: "us/states/al/districts/house/41"
+    rel: in-district
+    area_weight: 0.548
+  - to: "us/states/al/districts/house/49"
+    rel: in-district
+    area_weight: 0.1703
+  - to: "us/states/al/districts/house/45"
+    rel: in-district
+    area_weight: 0.1235
+  - to: "us/states/al/districts/house/43"
+    rel: in-district
+    area_weight: 0.0653
+  - to: "us/states/al/districts/house/73"
+    rel: in-district
+    area_weight: 0.0637
+  - to: "us/states/al/districts/house/15"
+    rel: in-district
+    area_weight: 0.0149
+  - to: "us/states/al/districts/house/48"
+    rel: in-district
+    area_weight: 0.0143
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 18735 |
 | Bachelor's or higher | 108456 |
 
+## Districts
+
+- [AL-06](/us/states/al/districts/06.md) — 100% (congressional)
+- [AL Senate District 15](/us/states/al/districts/senate/15.md) — 38% (state senate)
+- [AL Senate District 11](/us/states/al/districts/senate/11.md) — 29% (state senate)
+- [AL Senate District 14](/us/states/al/districts/senate/14.md) — 28% (state senate)
+- [AL Senate District 16](/us/states/al/districts/senate/16.md) — 5% (state senate)
+- [AL House District 41](/us/states/al/districts/house/41.md) — 55% (state house)
+- [AL House District 49](/us/states/al/districts/house/49.md) — 17% (state house)
+- [AL House District 45](/us/states/al/districts/house/45.md) — 12% (state house)
+- [AL House District 43](/us/states/al/districts/house/43.md) — 7% (state house)
+- [AL House District 73](/us/states/al/districts/house/73.md) — 6% (state house)
+- [AL House District 15](/us/states/al/districts/house/15.md) — 1% (state house)
+- [AL House District 48](/us/states/al/districts/house/48.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/st-clair/index.md b/data/jurisdictions/us/states/al/counties/st-clair/index.md
index d633bf709b..83b41bb41a 100644
--- a/data/jurisdictions/us/states/al/counties/st-clair/index.md
+++ b/data/jurisdictions/us/states/al/counties/st-clair/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 337
   hispanic: 2805
   bachelors_plus: 18784
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/al/districts/senate/11"
+    rel: in-district
+    area_weight: 0.5767
+  - to: "us/states/al/districts/senate/17"
+    rel: in-district
+    area_weight: 0.4231
+  - to: "us/states/al/districts/house/30"
+    rel: in-district
+    area_weight: 0.4563
+  - to: "us/states/al/districts/house/50"
+    rel: in-district
+    area_weight: 0.376
+  - to: "us/states/al/districts/house/36"
+    rel: in-district
+    area_weight: 0.1375
+  - to: "us/states/al/districts/house/45"
+    rel: in-district
+    area_weight: 0.0299
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 2805 |
 | Bachelor's or higher | 18784 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 100% (congressional)
+- [AL Senate District 11](/us/states/al/districts/senate/11.md) — 58% (state senate)
+- [AL Senate District 17](/us/states/al/districts/senate/17.md) — 42% (state senate)
+- [AL House District 30](/us/states/al/districts/house/30.md) — 46% (state house)
+- [AL House District 50](/us/states/al/districts/house/50.md) — 38% (state house)
+- [AL House District 36](/us/states/al/districts/house/36.md) — 14% (state house)
+- [AL House District 45](/us/states/al/districts/house/45.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/sumter/index.md b/data/jurisdictions/us/states/al/counties/sumter/index.md
index b1387a1680..6b4a1c8b26 100644
--- a/data/jurisdictions/us/states/al/counties/sumter/index.md
+++ b/data/jurisdictions/us/states/al/counties/sumter/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 87
   bachelors_plus: 1992
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/al/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/al/districts/house/71"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 87 |
 | Bachelor's or higher | 1992 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 100% (congressional)
+- [AL Senate District 24](/us/states/al/districts/senate/24.md) — 100% (state senate)
+- [AL House District 71](/us/states/al/districts/house/71.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/talladega/index.md b/data/jurisdictions/us/states/al/counties/talladega/index.md
index 7ccc9e3661..a0e62b5c1d 100644
--- a/data/jurisdictions/us/states/al/counties/talladega/index.md
+++ b/data/jurisdictions/us/states/al/counties/talladega/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 118
   hispanic: 1947
   bachelors_plus: 14132
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 0.9468
+  - to: "us/states/al/districts/06"
+    rel: in-district
+    area_weight: 0.0532
+  - to: "us/states/al/districts/senate/11"
+    rel: in-district
+    area_weight: 0.503
+  - to: "us/states/al/districts/senate/12"
+    rel: in-district
+    area_weight: 0.4968
+  - to: "us/states/al/districts/house/33"
+    rel: in-district
+    area_weight: 0.4755
+  - to: "us/states/al/districts/house/32"
+    rel: in-district
+    area_weight: 0.2571
+  - to: "us/states/al/districts/house/35"
+    rel: in-district
+    area_weight: 0.2253
+  - to: "us/states/al/districts/house/36"
+    rel: in-district
+    area_weight: 0.042
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 1947 |
 | Bachelor's or higher | 14132 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 95% (congressional)
+- [AL-06](/us/states/al/districts/06.md) — 5% (congressional)
+- [AL Senate District 11](/us/states/al/districts/senate/11.md) — 50% (state senate)
+- [AL Senate District 12](/us/states/al/districts/senate/12.md) — 50% (state senate)
+- [AL House District 33](/us/states/al/districts/house/33.md) — 48% (state house)
+- [AL House District 32](/us/states/al/districts/house/32.md) — 26% (state house)
+- [AL House District 35](/us/states/al/districts/house/35.md) — 23% (state house)
+- [AL House District 36](/us/states/al/districts/house/36.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/tallapoosa/index.md b/data/jurisdictions/us/states/al/counties/tallapoosa/index.md
index aa9c56f492..58e3776347 100644
--- a/data/jurisdictions/us/states/al/counties/tallapoosa/index.md
+++ b/data/jurisdictions/us/states/al/counties/tallapoosa/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 102
   hispanic: 1183
   bachelors_plus: 8176
+districts:
+  - to: "us/states/al/districts/03"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/al/districts/senate/27"
+    rel: in-district
+    area_weight: 0.8512
+  - to: "us/states/al/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1486
+  - to: "us/states/al/districts/house/81"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1183 |
 | Bachelor's or higher | 8176 |
 
+## Districts
+
+- [AL-03](/us/states/al/districts/03.md) — 100% (congressional)
+- [AL Senate District 27](/us/states/al/districts/senate/27.md) — 85% (state senate)
+- [AL Senate District 30](/us/states/al/districts/senate/30.md) — 15% (state senate)
+- [AL House District 81](/us/states/al/districts/house/81.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/tuscaloosa/index.md b/data/jurisdictions/us/states/al/counties/tuscaloosa/index.md
index f7bf2b8c01..6cade3e65c 100644
--- a/data/jurisdictions/us/states/al/counties/tuscaloosa/index.md
+++ b/data/jurisdictions/us/states/al/counties/tuscaloosa/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 190
   hispanic: 14030
   bachelors_plus: 73504
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.6246
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.3752
+  - to: "us/states/al/districts/senate/5"
+    rel: in-district
+    area_weight: 0.4837
+  - to: "us/states/al/districts/senate/21"
+    rel: in-district
+    area_weight: 0.3456
+  - to: "us/states/al/districts/senate/24"
+    rel: in-district
+    area_weight: 0.1705
+  - to: "us/states/al/districts/house/16"
+    rel: in-district
+    area_weight: 0.3765
+  - to: "us/states/al/districts/house/62"
+    rel: in-district
+    area_weight: 0.2387
+  - to: "us/states/al/districts/house/61"
+    rel: in-district
+    area_weight: 0.165
+  - to: "us/states/al/districts/house/72"
+    rel: in-district
+    area_weight: 0.096
+  - to: "us/states/al/districts/house/71"
+    rel: in-district
+    area_weight: 0.0856
+  - to: "us/states/al/districts/house/63"
+    rel: in-district
+    area_weight: 0.0192
+  - to: "us/states/al/districts/house/70"
+    rel: in-district
+    area_weight: 0.0191
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 14030 |
 | Bachelor's or higher | 73504 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 62% (congressional)
+- [AL-07](/us/states/al/districts/07.md) — 38% (congressional)
+- [AL Senate District 5](/us/states/al/districts/senate/5.md) — 48% (state senate)
+- [AL Senate District 21](/us/states/al/districts/senate/21.md) — 35% (state senate)
+- [AL Senate District 24](/us/states/al/districts/senate/24.md) — 17% (state senate)
+- [AL House District 16](/us/states/al/districts/house/16.md) — 38% (state house)
+- [AL House District 62](/us/states/al/districts/house/62.md) — 24% (state house)
+- [AL House District 61](/us/states/al/districts/house/61.md) — 16% (state house)
+- [AL House District 72](/us/states/al/districts/house/72.md) — 10% (state house)
+- [AL House District 71](/us/states/al/districts/house/71.md) — 9% (state house)
+- [AL House District 63](/us/states/al/districts/house/63.md) — 2% (state house)
+- [AL House District 70](/us/states/al/districts/house/70.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/walker/index.md b/data/jurisdictions/us/states/al/counties/walker/index.md
index 31cbec3429..a788d3e8a3 100644
--- a/data/jurisdictions/us/states/al/counties/walker/index.md
+++ b/data/jurisdictions/us/states/al/counties/walker/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 77
   hispanic: 2435
   bachelors_plus: 10561
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/al/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/13"
+    rel: in-district
+    area_weight: 0.5212
+  - to: "us/states/al/districts/house/14"
+    rel: in-district
+    area_weight: 0.4786
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2435 |
 | Bachelor's or higher | 10561 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 5](/us/states/al/districts/senate/5.md) — 100% (state senate)
+- [AL House District 13](/us/states/al/districts/house/13.md) — 52% (state house)
+- [AL House District 14](/us/states/al/districts/house/14.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/washington/index.md b/data/jurisdictions/us/states/al/counties/washington/index.md
index 6f22b54775..50d9c3a445 100644
--- a/data/jurisdictions/us/states/al/counties/washington/index.md
+++ b/data/jurisdictions/us/states/al/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1011
   hispanic: 159
   bachelors_plus: 2662
+districts:
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/al/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/al/districts/house/65"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 159 |
 | Bachelor's or higher | 2662 |
 
+## Districts
+
+- [AL-02](/us/states/al/districts/02.md) — 100% (congressional)
+- [AL Senate District 22](/us/states/al/districts/senate/22.md) — 100% (state senate)
+- [AL House District 65](/us/states/al/districts/house/65.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/wilcox/index.md b/data/jurisdictions/us/states/al/counties/wilcox/index.md
index 1f0211ff0c..1f32386132 100644
--- a/data/jurisdictions/us/states/al/counties/wilcox/index.md
+++ b/data/jurisdictions/us/states/al/counties/wilcox/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 3
   hispanic: 3
   bachelors_plus: 1314
+districts:
+  - to: "us/states/al/districts/07"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/al/districts/senate/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/al/districts/house/69"
+    rel: in-district
+    area_weight: 0.8587
+  - to: "us/states/al/districts/house/68"
+    rel: in-district
+    area_weight: 0.141
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3 |
 | Bachelor's or higher | 1314 |
 
+## Districts
+
+- [AL-07](/us/states/al/districts/07.md) — 100% (congressional)
+- [AL Senate District 23](/us/states/al/districts/senate/23.md) — 100% (state senate)
+- [AL House District 69](/us/states/al/districts/house/69.md) — 86% (state house)
+- [AL House District 68](/us/states/al/districts/house/68.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/counties/winston/index.md b/data/jurisdictions/us/states/al/counties/winston/index.md
index 8423aad6e7..8789373717 100644
--- a/data/jurisdictions/us/states/al/counties/winston/index.md
+++ b/data/jurisdictions/us/states/al/counties/winston/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 78
   hispanic: 880
   bachelors_plus: 3385
+districts:
+  - to: "us/states/al/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/al/districts/house/14"
+    rel: in-district
+    area_weight: 0.9743
+  - to: "us/states/al/districts/house/17"
+    rel: in-district
+    area_weight: 0.0255
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, al]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 880 |
 | Bachelor's or higher | 3385 |
 
+## Districts
+
+- [AL-04](/us/states/al/districts/04.md) — 100% (congressional)
+- [AL Senate District 4](/us/states/al/districts/senate/4.md) — 100% (state senate)
+- [AL House District 14](/us/states/al/districts/house/14.md) — 97% (state house)
+- [AL House District 17](/us/states/al/districts/house/17.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/al/districts/01.md b/data/jurisdictions/us/states/al/districts/01.md
index 224f8d430a..22b695bb1f 100644
--- a/data/jurisdictions/us/states/al/districts/01.md
+++ b/data/jurisdictions/us/states/al/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 147964
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, al]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/al/districts/02.md b/data/jurisdictions/us/states/al/districts/02.md
index 2686675612..2b61b45dcd 100644
--- a/data/jurisdictions/us/states/al/districts/02.md
+++ b/data/jurisdictions/us/states/al/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 130574
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, al]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/al/districts/03.md b/data/jurisdictions/us/states/al/districts/03.md
index 19d009f020..096d15cd55 100644
--- a/data/jurisdictions/us/states/al/districts/03.md
+++ b/data/jurisdictions/us/states/al/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 126407
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, al]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/al/districts/04.md b/data/jurisdictions/us/states/al/districts/04.md
index 816296bd43..e508b691f1 100644
--- a/data/jurisdictions/us/states/al/districts/04.md
+++ b/data/jurisdictions/us/states/al/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 115123
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, al]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/al/districts/05.md b/data/jurisdictions/us/states/al/districts/05.md
index e1346d0a3a..1b583a549b 100644
--- a/data/jurisdictions/us/states/al/districts/05.md
+++ b/data/jurisdictions/us/states/al/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 197382
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, al]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/al/districts/06.md b/data/jurisdictions/us/states/al/districts/06.md
index 8dd591682d..cde4743810 100644
--- a/data/jurisdictions/us/states/al/districts/06.md
+++ b/data/jurisdictions/us/states/al/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 204288
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, al]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/al/districts/07.md b/data/jurisdictions/us/states/al/districts/07.md
index 7f819a2ece..5660d007aa 100644
--- a/data/jurisdictions/us/states/al/districts/07.md
+++ b/data/jurisdictions/us/states/al/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 135097
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, al]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/al/districts/house/1.md b/data/jurisdictions/us/states/al/districts/house/1.md
new file mode 100644
index 0000000000..4c19bb5880
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 1"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 1
+
+State House district 1 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/10.md b/data/jurisdictions/us/states/al/districts/house/10.md
new file mode 100644
index 0000000000..f956aaf4cb
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 10"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 10
+
+State House district 10 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/100.md b/data/jurisdictions/us/states/al/districts/house/100.md
new file mode 100644
index 0000000000..7cbcab0627
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 100"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 100
+
+State House district 100 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/101.md b/data/jurisdictions/us/states/al/districts/house/101.md
new file mode 100644
index 0000000000..7bddf20845
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 101"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 101
+
+State House district 101 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/102.md b/data/jurisdictions/us/states/al/districts/house/102.md
new file mode 100644
index 0000000000..43fd92aec5
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 102"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 102
+
+State House district 102 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/103.md b/data/jurisdictions/us/states/al/districts/house/103.md
new file mode 100644
index 0000000000..88eb8cec46
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 103"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 103
+
+State House district 103 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/104.md b/data/jurisdictions/us/states/al/districts/house/104.md
new file mode 100644
index 0000000000..93813c0b31
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 104"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 104
+
+State House district 104 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/105.md b/data/jurisdictions/us/states/al/districts/house/105.md
new file mode 100644
index 0000000000..25935dc46e
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 105"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 105
+
+State House district 105 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/11.md b/data/jurisdictions/us/states/al/districts/house/11.md
new file mode 100644
index 0000000000..7056a5c2c7
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 11"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 11
+
+State House district 11 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/12.md b/data/jurisdictions/us/states/al/districts/house/12.md
new file mode 100644
index 0000000000..e708197e46
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 12"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 12
+
+State House district 12 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/13.md b/data/jurisdictions/us/states/al/districts/house/13.md
new file mode 100644
index 0000000000..3c6ea7498a
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 13"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 13
+
+State House district 13 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/14.md b/data/jurisdictions/us/states/al/districts/house/14.md
new file mode 100644
index 0000000000..156ac9fc51
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 14"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 14
+
+State House district 14 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/15.md b/data/jurisdictions/us/states/al/districts/house/15.md
new file mode 100644
index 0000000000..4ac5e77a64
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 15"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 15
+
+State House district 15 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/16.md b/data/jurisdictions/us/states/al/districts/house/16.md
new file mode 100644
index 0000000000..bdfa090487
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 16"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 16
+
+State House district 16 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/17.md b/data/jurisdictions/us/states/al/districts/house/17.md
new file mode 100644
index 0000000000..0e631c9002
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 17"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 17
+
+State House district 17 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/18.md b/data/jurisdictions/us/states/al/districts/house/18.md
new file mode 100644
index 0000000000..ea21a02b4c
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 18"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 18
+
+State House district 18 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/19.md b/data/jurisdictions/us/states/al/districts/house/19.md
new file mode 100644
index 0000000000..8cc577c9c2
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 19"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 19
+
+State House district 19 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/2.md b/data/jurisdictions/us/states/al/districts/house/2.md
new file mode 100644
index 0000000000..d86c0a9263
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 2"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 2
+
+State House district 2 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/20.md b/data/jurisdictions/us/states/al/districts/house/20.md
new file mode 100644
index 0000000000..4a0c0b7e93
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 20"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 20
+
+State House district 20 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/21.md b/data/jurisdictions/us/states/al/districts/house/21.md
new file mode 100644
index 0000000000..63e932e84c
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 21"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 21
+
+State House district 21 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/22.md b/data/jurisdictions/us/states/al/districts/house/22.md
new file mode 100644
index 0000000000..f3545b60ec
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 22"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 22
+
+State House district 22 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/23.md b/data/jurisdictions/us/states/al/districts/house/23.md
new file mode 100644
index 0000000000..ff578afeb5
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 23"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 23
+
+State House district 23 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/24.md b/data/jurisdictions/us/states/al/districts/house/24.md
new file mode 100644
index 0000000000..85fc05beeb
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 24"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 24
+
+State House district 24 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/25.md b/data/jurisdictions/us/states/al/districts/house/25.md
new file mode 100644
index 0000000000..a98ee15d72
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 25"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 25
+
+State House district 25 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/26.md b/data/jurisdictions/us/states/al/districts/house/26.md
new file mode 100644
index 0000000000..d765bbe836
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 26"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 26
+
+State House district 26 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/27.md b/data/jurisdictions/us/states/al/districts/house/27.md
new file mode 100644
index 0000000000..3dc9a30037
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 27"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 27
+
+State House district 27 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/28.md b/data/jurisdictions/us/states/al/districts/house/28.md
new file mode 100644
index 0000000000..9362be08e3
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 28"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 28
+
+State House district 28 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/29.md b/data/jurisdictions/us/states/al/districts/house/29.md
new file mode 100644
index 0000000000..40d611024d
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 29"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 29
+
+State House district 29 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/3.md b/data/jurisdictions/us/states/al/districts/house/3.md
new file mode 100644
index 0000000000..be105cddb4
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 3"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 3
+
+State House district 3 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/30.md b/data/jurisdictions/us/states/al/districts/house/30.md
new file mode 100644
index 0000000000..029da5a6fb
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 30"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 30
+
+State House district 30 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/31.md b/data/jurisdictions/us/states/al/districts/house/31.md
new file mode 100644
index 0000000000..14315f18fb
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 31"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 31
+
+State House district 31 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/32.md b/data/jurisdictions/us/states/al/districts/house/32.md
new file mode 100644
index 0000000000..907c4f95a1
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 32"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 32
+
+State House district 32 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/33.md b/data/jurisdictions/us/states/al/districts/house/33.md
new file mode 100644
index 0000000000..8ca3c1384a
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 33"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 33
+
+State House district 33 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/34.md b/data/jurisdictions/us/states/al/districts/house/34.md
new file mode 100644
index 0000000000..fb0155e303
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 34"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 34
+
+State House district 34 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/35.md b/data/jurisdictions/us/states/al/districts/house/35.md
new file mode 100644
index 0000000000..fbf1c7489b
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 35"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 35
+
+State House district 35 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/36.md b/data/jurisdictions/us/states/al/districts/house/36.md
new file mode 100644
index 0000000000..2ca5ebbfbf
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 36"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 36
+
+State House district 36 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/37.md b/data/jurisdictions/us/states/al/districts/house/37.md
new file mode 100644
index 0000000000..37acc193be
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 37"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 37
+
+State House district 37 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/38.md b/data/jurisdictions/us/states/al/districts/house/38.md
new file mode 100644
index 0000000000..bf5afd32a2
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 38"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 38
+
+State House district 38 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/39.md b/data/jurisdictions/us/states/al/districts/house/39.md
new file mode 100644
index 0000000000..b97f159779
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 39"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 39
+
+State House district 39 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/4.md b/data/jurisdictions/us/states/al/districts/house/4.md
new file mode 100644
index 0000000000..ded4f01efd
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 4"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 4
+
+State House district 4 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/40.md b/data/jurisdictions/us/states/al/districts/house/40.md
new file mode 100644
index 0000000000..0750f6cbc2
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 40"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 40
+
+State House district 40 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/41.md b/data/jurisdictions/us/states/al/districts/house/41.md
new file mode 100644
index 0000000000..49b5074857
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 41"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 41
+
+State House district 41 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/42.md b/data/jurisdictions/us/states/al/districts/house/42.md
new file mode 100644
index 0000000000..a1c3fa2542
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 42"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 42
+
+State House district 42 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/43.md b/data/jurisdictions/us/states/al/districts/house/43.md
new file mode 100644
index 0000000000..64b6f7ddd5
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 43"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 43
+
+State House district 43 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/44.md b/data/jurisdictions/us/states/al/districts/house/44.md
new file mode 100644
index 0000000000..4d782f163b
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 44"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 44
+
+State House district 44 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/45.md b/data/jurisdictions/us/states/al/districts/house/45.md
new file mode 100644
index 0000000000..676123a90c
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 45"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 45
+
+State House district 45 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/46.md b/data/jurisdictions/us/states/al/districts/house/46.md
new file mode 100644
index 0000000000..b6ddfdb048
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 46"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 46
+
+State House district 46 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/47.md b/data/jurisdictions/us/states/al/districts/house/47.md
new file mode 100644
index 0000000000..ec954b8703
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 47"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 47
+
+State House district 47 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/48.md b/data/jurisdictions/us/states/al/districts/house/48.md
new file mode 100644
index 0000000000..1371f3a0ce
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 48"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 48
+
+State House district 48 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/49.md b/data/jurisdictions/us/states/al/districts/house/49.md
new file mode 100644
index 0000000000..e071051a9f
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 49"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 49
+
+State House district 49 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/5.md b/data/jurisdictions/us/states/al/districts/house/5.md
new file mode 100644
index 0000000000..b017b11270
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 5"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 5
+
+State House district 5 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/50.md b/data/jurisdictions/us/states/al/districts/house/50.md
new file mode 100644
index 0000000000..8f88da13ec
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 50"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 50
+
+State House district 50 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/51.md b/data/jurisdictions/us/states/al/districts/house/51.md
new file mode 100644
index 0000000000..126c197dd4
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 51"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 51
+
+State House district 51 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/52.md b/data/jurisdictions/us/states/al/districts/house/52.md
new file mode 100644
index 0000000000..63596bcffa
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 52"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 52
+
+State House district 52 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/53.md b/data/jurisdictions/us/states/al/districts/house/53.md
new file mode 100644
index 0000000000..3398973dd9
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 53"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 53
+
+State House district 53 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/54.md b/data/jurisdictions/us/states/al/districts/house/54.md
new file mode 100644
index 0000000000..58248c2e24
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 54"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 54
+
+State House district 54 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/55.md b/data/jurisdictions/us/states/al/districts/house/55.md
new file mode 100644
index 0000000000..43b674d0c3
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 55"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 55
+
+State House district 55 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/56.md b/data/jurisdictions/us/states/al/districts/house/56.md
new file mode 100644
index 0000000000..0500e2216b
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 56"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 56
+
+State House district 56 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/57.md b/data/jurisdictions/us/states/al/districts/house/57.md
new file mode 100644
index 0000000000..cd74f1c53a
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 57"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 57
+
+State House district 57 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/58.md b/data/jurisdictions/us/states/al/districts/house/58.md
new file mode 100644
index 0000000000..823f8dc71e
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 58"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 58
+
+State House district 58 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/59.md b/data/jurisdictions/us/states/al/districts/house/59.md
new file mode 100644
index 0000000000..a89395d0ea
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 59"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 59
+
+State House district 59 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/6.md b/data/jurisdictions/us/states/al/districts/house/6.md
new file mode 100644
index 0000000000..4ad398d011
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 6"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 6
+
+State House district 6 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/60.md b/data/jurisdictions/us/states/al/districts/house/60.md
new file mode 100644
index 0000000000..5bad650ffc
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 60"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 60
+
+State House district 60 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/61.md b/data/jurisdictions/us/states/al/districts/house/61.md
new file mode 100644
index 0000000000..015a251d4b
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 61"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 61
+
+State House district 61 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/62.md b/data/jurisdictions/us/states/al/districts/house/62.md
new file mode 100644
index 0000000000..76c2a5e550
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 62"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 62
+
+State House district 62 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/63.md b/data/jurisdictions/us/states/al/districts/house/63.md
new file mode 100644
index 0000000000..e07489ed95
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 63"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 63
+
+State House district 63 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/64.md b/data/jurisdictions/us/states/al/districts/house/64.md
new file mode 100644
index 0000000000..385b03a80d
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 64"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 64
+
+State House district 64 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/65.md b/data/jurisdictions/us/states/al/districts/house/65.md
new file mode 100644
index 0000000000..d655054963
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 65"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 65
+
+State House district 65 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/66.md b/data/jurisdictions/us/states/al/districts/house/66.md
new file mode 100644
index 0000000000..e22a37f718
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 66"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 66
+
+State House district 66 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/67.md b/data/jurisdictions/us/states/al/districts/house/67.md
new file mode 100644
index 0000000000..e591e97584
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 67"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 67
+
+State House district 67 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/68.md b/data/jurisdictions/us/states/al/districts/house/68.md
new file mode 100644
index 0000000000..859f769782
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 68"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 68
+
+State House district 68 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/69.md b/data/jurisdictions/us/states/al/districts/house/69.md
new file mode 100644
index 0000000000..7275a1cef0
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 69"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 69
+
+State House district 69 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/7.md b/data/jurisdictions/us/states/al/districts/house/7.md
new file mode 100644
index 0000000000..3569f86990
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 7"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 7
+
+State House district 7 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/70.md b/data/jurisdictions/us/states/al/districts/house/70.md
new file mode 100644
index 0000000000..343c596171
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 70"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 70
+
+State House district 70 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/71.md b/data/jurisdictions/us/states/al/districts/house/71.md
new file mode 100644
index 0000000000..632f1dc929
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 71"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 71
+
+State House district 71 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/72.md b/data/jurisdictions/us/states/al/districts/house/72.md
new file mode 100644
index 0000000000..ea19930741
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 72"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 72
+
+State House district 72 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/73.md b/data/jurisdictions/us/states/al/districts/house/73.md
new file mode 100644
index 0000000000..e9be0285b2
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 73"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 73
+
+State House district 73 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/74.md b/data/jurisdictions/us/states/al/districts/house/74.md
new file mode 100644
index 0000000000..7296f8b2a4
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 74"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 74
+
+State House district 74 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/75.md b/data/jurisdictions/us/states/al/districts/house/75.md
new file mode 100644
index 0000000000..db73cb9b15
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 75"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 75
+
+State House district 75 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/76.md b/data/jurisdictions/us/states/al/districts/house/76.md
new file mode 100644
index 0000000000..9fee9cc29b
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 76"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 76
+
+State House district 76 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/77.md b/data/jurisdictions/us/states/al/districts/house/77.md
new file mode 100644
index 0000000000..3863f4a0cd
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 77"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 77
+
+State House district 77 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/78.md b/data/jurisdictions/us/states/al/districts/house/78.md
new file mode 100644
index 0000000000..dde567b7fb
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 78"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 78
+
+State House district 78 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/79.md b/data/jurisdictions/us/states/al/districts/house/79.md
new file mode 100644
index 0000000000..9125b9328c
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 79"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 79
+
+State House district 79 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/8.md b/data/jurisdictions/us/states/al/districts/house/8.md
new file mode 100644
index 0000000000..047ac14ae1
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 8"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 8
+
+State House district 8 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/80.md b/data/jurisdictions/us/states/al/districts/house/80.md
new file mode 100644
index 0000000000..3ad58d68b3
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 80"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 80
+
+State House district 80 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/81.md b/data/jurisdictions/us/states/al/districts/house/81.md
new file mode 100644
index 0000000000..ca76aac79a
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 81"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 81
+
+State House district 81 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/82.md b/data/jurisdictions/us/states/al/districts/house/82.md
new file mode 100644
index 0000000000..6eb1bc822d
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 82"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 82
+
+State House district 82 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/83.md b/data/jurisdictions/us/states/al/districts/house/83.md
new file mode 100644
index 0000000000..b7049add08
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 83"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 83
+
+State House district 83 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/84.md b/data/jurisdictions/us/states/al/districts/house/84.md
new file mode 100644
index 0000000000..b87474bdfd
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 84"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 84
+
+State House district 84 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/85.md b/data/jurisdictions/us/states/al/districts/house/85.md
new file mode 100644
index 0000000000..ce093df94f
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 85"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 85
+
+State House district 85 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/86.md b/data/jurisdictions/us/states/al/districts/house/86.md
new file mode 100644
index 0000000000..bea3ce9c62
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 86"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 86
+
+State House district 86 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/87.md b/data/jurisdictions/us/states/al/districts/house/87.md
new file mode 100644
index 0000000000..8cc7f51c94
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 87"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 87
+
+State House district 87 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/88.md b/data/jurisdictions/us/states/al/districts/house/88.md
new file mode 100644
index 0000000000..fac5c46724
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 88"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 88
+
+State House district 88 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/89.md b/data/jurisdictions/us/states/al/districts/house/89.md
new file mode 100644
index 0000000000..f75d1ada57
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 89"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 89
+
+State House district 89 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/9.md b/data/jurisdictions/us/states/al/districts/house/9.md
new file mode 100644
index 0000000000..86ef2dd3e9
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 9"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 9
+
+State House district 9 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/90.md b/data/jurisdictions/us/states/al/districts/house/90.md
new file mode 100644
index 0000000000..44d0d26159
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 90"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 90
+
+State House district 90 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/91.md b/data/jurisdictions/us/states/al/districts/house/91.md
new file mode 100644
index 0000000000..6f50592180
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 91"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 91
+
+State House district 91 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/92.md b/data/jurisdictions/us/states/al/districts/house/92.md
new file mode 100644
index 0000000000..352e4ed3c3
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 92"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 92
+
+State House district 92 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/93.md b/data/jurisdictions/us/states/al/districts/house/93.md
new file mode 100644
index 0000000000..baf9d1ae41
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 93"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 93
+
+State House district 93 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/94.md b/data/jurisdictions/us/states/al/districts/house/94.md
new file mode 100644
index 0000000000..10c8d0600b
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 94"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 94
+
+State House district 94 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/95.md b/data/jurisdictions/us/states/al/districts/house/95.md
new file mode 100644
index 0000000000..22046365ec
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 95"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 95
+
+State House district 95 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/96.md b/data/jurisdictions/us/states/al/districts/house/96.md
new file mode 100644
index 0000000000..da3b3ad919
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 96"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 96
+
+State House district 96 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/97.md b/data/jurisdictions/us/states/al/districts/house/97.md
new file mode 100644
index 0000000000..a33f0125da
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 97"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 97
+
+State House district 97 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/98.md b/data/jurisdictions/us/states/al/districts/house/98.md
new file mode 100644
index 0000000000..b066f5d371
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 98"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 98
+
+State House district 98 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/house/99.md b/data/jurisdictions/us/states/al/districts/house/99.md
new file mode 100644
index 0000000000..3557d659d3
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL House District 99"
+classification: state-house-district
+state: "AL"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL House District 99
+
+State House district 99 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/1.md b/data/jurisdictions/us/states/al/districts/senate/1.md
new file mode 100644
index 0000000000..54cc42fa72
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 1"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 1
+
+State Senate district 1 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/10.md b/data/jurisdictions/us/states/al/districts/senate/10.md
new file mode 100644
index 0000000000..920ebd1a37
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 10"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 10
+
+State Senate district 10 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/11.md b/data/jurisdictions/us/states/al/districts/senate/11.md
new file mode 100644
index 0000000000..93cddc46a9
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 11"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 11
+
+State Senate district 11 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/12.md b/data/jurisdictions/us/states/al/districts/senate/12.md
new file mode 100644
index 0000000000..83387221e1
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 12"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 12
+
+State Senate district 12 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/13.md b/data/jurisdictions/us/states/al/districts/senate/13.md
new file mode 100644
index 0000000000..49f9072b7e
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 13"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 13
+
+State Senate district 13 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/14.md b/data/jurisdictions/us/states/al/districts/senate/14.md
new file mode 100644
index 0000000000..6c46b586cb
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 14"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 14
+
+State Senate district 14 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/15.md b/data/jurisdictions/us/states/al/districts/senate/15.md
new file mode 100644
index 0000000000..f3bdbe999d
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 15"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 15
+
+State Senate district 15 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/16.md b/data/jurisdictions/us/states/al/districts/senate/16.md
new file mode 100644
index 0000000000..ac82505375
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 16"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 16
+
+State Senate district 16 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/17.md b/data/jurisdictions/us/states/al/districts/senate/17.md
new file mode 100644
index 0000000000..00789033c3
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 17"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 17
+
+State Senate district 17 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/18.md b/data/jurisdictions/us/states/al/districts/senate/18.md
new file mode 100644
index 0000000000..342feb0c14
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 18"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 18
+
+State Senate district 18 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/19.md b/data/jurisdictions/us/states/al/districts/senate/19.md
new file mode 100644
index 0000000000..29dbfc4706
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 19"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 19
+
+State Senate district 19 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/2.md b/data/jurisdictions/us/states/al/districts/senate/2.md
new file mode 100644
index 0000000000..f825554127
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 2"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 2
+
+State Senate district 2 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/20.md b/data/jurisdictions/us/states/al/districts/senate/20.md
new file mode 100644
index 0000000000..208449bba6
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 20"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 20
+
+State Senate district 20 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/21.md b/data/jurisdictions/us/states/al/districts/senate/21.md
new file mode 100644
index 0000000000..3323913e64
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 21"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 21
+
+State Senate district 21 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/22.md b/data/jurisdictions/us/states/al/districts/senate/22.md
new file mode 100644
index 0000000000..5b10b73394
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 22"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 22
+
+State Senate district 22 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/23.md b/data/jurisdictions/us/states/al/districts/senate/23.md
new file mode 100644
index 0000000000..f856b5f202
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 23"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 23
+
+State Senate district 23 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/24.md b/data/jurisdictions/us/states/al/districts/senate/24.md
new file mode 100644
index 0000000000..283e11053b
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 24"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 24
+
+State Senate district 24 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/25.md b/data/jurisdictions/us/states/al/districts/senate/25.md
new file mode 100644
index 0000000000..237d574e5a
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 25"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 25
+
+State Senate district 25 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/26.md b/data/jurisdictions/us/states/al/districts/senate/26.md
new file mode 100644
index 0000000000..4e6fc45339
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 26"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 26
+
+State Senate district 26 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/27.md b/data/jurisdictions/us/states/al/districts/senate/27.md
new file mode 100644
index 0000000000..9cac38772b
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 27"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 27
+
+State Senate district 27 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/28.md b/data/jurisdictions/us/states/al/districts/senate/28.md
new file mode 100644
index 0000000000..ad1ba11a33
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 28"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 28
+
+State Senate district 28 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/29.md b/data/jurisdictions/us/states/al/districts/senate/29.md
new file mode 100644
index 0000000000..b2fc4c5e02
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 29"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 29
+
+State Senate district 29 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/3.md b/data/jurisdictions/us/states/al/districts/senate/3.md
new file mode 100644
index 0000000000..af81951e38
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 3"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 3
+
+State Senate district 3 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/30.md b/data/jurisdictions/us/states/al/districts/senate/30.md
new file mode 100644
index 0000000000..f0e1857541
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 30"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 30
+
+State Senate district 30 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/31.md b/data/jurisdictions/us/states/al/districts/senate/31.md
new file mode 100644
index 0000000000..58d7fbaf26
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 31"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 31
+
+State Senate district 31 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/32.md b/data/jurisdictions/us/states/al/districts/senate/32.md
new file mode 100644
index 0000000000..13cd492727
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 32"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 32
+
+State Senate district 32 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/33.md b/data/jurisdictions/us/states/al/districts/senate/33.md
new file mode 100644
index 0000000000..11ef950b71
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 33"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 33
+
+State Senate district 33 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/34.md b/data/jurisdictions/us/states/al/districts/senate/34.md
new file mode 100644
index 0000000000..1d861ae1d8
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 34"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 34
+
+State Senate district 34 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/35.md b/data/jurisdictions/us/states/al/districts/senate/35.md
new file mode 100644
index 0000000000..4b3afe4c3c
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 35"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 35
+
+State Senate district 35 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/4.md b/data/jurisdictions/us/states/al/districts/senate/4.md
new file mode 100644
index 0000000000..fb7690257f
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 4"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 4
+
+State Senate district 4 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/5.md b/data/jurisdictions/us/states/al/districts/senate/5.md
new file mode 100644
index 0000000000..69089cb387
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 5"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 5
+
+State Senate district 5 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/6.md b/data/jurisdictions/us/states/al/districts/senate/6.md
new file mode 100644
index 0000000000..7011184654
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 6"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 6
+
+State Senate district 6 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/7.md b/data/jurisdictions/us/states/al/districts/senate/7.md
new file mode 100644
index 0000000000..382b6cdcf1
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 7"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 7
+
+State Senate district 7 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/8.md b/data/jurisdictions/us/states/al/districts/senate/8.md
new file mode 100644
index 0000000000..6b9803dbcd
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 8"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 8
+
+State Senate district 8 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/districts/senate/9.md b/data/jurisdictions/us/states/al/districts/senate/9.md
new file mode 100644
index 0000000000..6febea98df
--- /dev/null
+++ b/data/jurisdictions/us/states/al/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AL Senate District 9"
+classification: state-senate-district
+state: "AL"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, al]
+timestamp: "2026-07-03"
+---
+
+# AL Senate District 9
+
+State Senate district 9 (AL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/al/people/a-j-mccampbell.md b/data/jurisdictions/us/states/al/people/a-j-mccampbell.md
index 62cb6db0e8..2ee5d1d061 100644
--- a/data/jurisdictions/us/states/al/people/a-j-mccampbell.md
+++ b/data/jurisdictions/us/states/al/people/a-j-mccampbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 71"
+represents: "us/states/al/districts/house/71"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 71 (AL State House of Representatives District 71).
 
+Represents [AL State House of Representatives District 71](/us/states/al/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/adline-clarke.md b/data/jurisdictions/us/states/al/people/adline-clarke.md
index 6e675e93ba..ee56513b2e 100644
--- a/data/jurisdictions/us/states/al/people/adline-clarke.md
+++ b/data/jurisdictions/us/states/al/people/adline-clarke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 97"
+represents: "us/states/al/districts/house/97"
 tenure:
   start: "2013-05-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 97 (AL State House of Representatives District 97).
 
+Represents [AL State House of Representatives District 97](/us/states/al/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/alan-baker.md b/data/jurisdictions/us/states/al/people/alan-baker.md
index 7177683df8..14861d258c 100644
--- a/data/jurisdictions/us/states/al/people/alan-baker.md
+++ b/data/jurisdictions/us/states/al/people/alan-baker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 66"
+represents: "us/states/al/districts/house/66"
 tenure:
   start: "2006-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 66 (AL State House of Representatives District 66).
 
+Represents [AL State House of Representatives District 66](/us/states/al/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/allen-treadaway.md b/data/jurisdictions/us/states/al/people/allen-treadaway.md
index f71a1a81ef..99bda123dd 100644
--- a/data/jurisdictions/us/states/al/people/allen-treadaway.md
+++ b/data/jurisdictions/us/states/al/people/allen-treadaway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 51"
+represents: "us/states/al/districts/house/51"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 51 (AL State House of Representatives District 51).
 
+Represents [AL State House of Representatives District 51](/us/states/al/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/andrew-jones.md b/data/jurisdictions/us/states/al/people/andrew-jones.md
index c1c70075a6..5c9703b13a 100644
--- a/data/jurisdictions/us/states/al/people/andrew-jones.md
+++ b/data/jurisdictions/us/states/al/people/andrew-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 10"
+represents: "us/states/al/districts/senate/10"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 10 (AL State Senate District 10).
 
+Represents [AL State Senate District 10](/us/states/al/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/andy-whitt.md b/data/jurisdictions/us/states/al/people/andy-whitt.md
index 78d01526b0..1dd81aaba7 100644
--- a/data/jurisdictions/us/states/al/people/andy-whitt.md
+++ b/data/jurisdictions/us/states/al/people/andy-whitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 6"
+represents: "us/states/al/districts/house/6"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 6 (AL State House of Representatives District 6).
 
+Represents [AL State House of Representatives District 6](/us/states/al/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/anthony-daniels.md b/data/jurisdictions/us/states/al/people/anthony-daniels.md
index 2de43aa7c8..56f360001f 100644
--- a/data/jurisdictions/us/states/al/people/anthony-daniels.md
+++ b/data/jurisdictions/us/states/al/people/anthony-daniels.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 53"
+represents: "us/states/al/districts/house/53"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 53 (AL State House of Representatives District 53).
 
+Represents [AL State House of Representatives District 53](/us/states/al/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/april-weaver.md b/data/jurisdictions/us/states/al/people/april-weaver.md
index ce0c035c1d..be8fcb2f06 100644
--- a/data/jurisdictions/us/states/al/people/april-weaver.md
+++ b/data/jurisdictions/us/states/al/people/april-weaver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 14"
+represents: "us/states/al/districts/senate/14"
 tenure:
   start: "2021-07-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 14 (AL State Senate District 14).
 
+Represents [AL State Senate District 14](/us/states/al/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/arnold-mooney.md b/data/jurisdictions/us/states/al/people/arnold-mooney.md
index 69330eeaf1..9f1702ef57 100644
--- a/data/jurisdictions/us/states/al/people/arnold-mooney.md
+++ b/data/jurisdictions/us/states/al/people/arnold-mooney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 43"
+represents: "us/states/al/districts/house/43"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 43 (AL State House of Representatives District 43).
 
+Represents [AL State House of Representatives District 43](/us/states/al/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/arthur-orr.md b/data/jurisdictions/us/states/al/people/arthur-orr.md
index 7e917fe79f..8a0cacd81b 100644
--- a/data/jurisdictions/us/states/al/people/arthur-orr.md
+++ b/data/jurisdictions/us/states/al/people/arthur-orr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 3"
+represents: "us/states/al/districts/senate/3"
 tenure:
   start: "2006-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 3 (AL State Senate District 3).
 
+Represents [AL State Senate District 3](/us/states/al/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/barbara-boyd.md b/data/jurisdictions/us/states/al/people/barbara-boyd.md
index 279bdaeef9..7d97707fc6 100644
--- a/data/jurisdictions/us/states/al/people/barbara-boyd.md
+++ b/data/jurisdictions/us/states/al/people/barbara-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 32"
+represents: "us/states/al/districts/house/32"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 32 (AL State House of Representatives District 32).
 
+Represents [AL State House of Representatives District 32](/us/states/al/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/barbara-drummond.md b/data/jurisdictions/us/states/al/people/barbara-drummond.md
index 8a44ddd15d..478357d4c4 100644
--- a/data/jurisdictions/us/states/al/people/barbara-drummond.md
+++ b/data/jurisdictions/us/states/al/people/barbara-drummond.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 103"
+represents: "us/states/al/districts/house/103"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 103 (AL State House of Representatives District 103).
 
+Represents [AL State House of Representatives District 103](/us/states/al/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/ben-harrison.md b/data/jurisdictions/us/states/al/people/ben-harrison.md
index 20bb6cd6e8..398ba9cfe6 100644
--- a/data/jurisdictions/us/states/al/people/ben-harrison.md
+++ b/data/jurisdictions/us/states/al/people/ben-harrison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 2"
+represents: "us/states/al/districts/house/2"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 2 (AL State House of Representatives District 2).
 
+Represents [AL State House of Representatives District 2](/us/states/al/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/ben-robbins.md b/data/jurisdictions/us/states/al/people/ben-robbins.md
index fe78b247e5..dfb567d180 100644
--- a/data/jurisdictions/us/states/al/people/ben-robbins.md
+++ b/data/jurisdictions/us/states/al/people/ben-robbins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 33"
+represents: "us/states/al/districts/house/33"
 tenure:
   start: "2021-01-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 33 (AL State House of Representatives District 33).
 
+Represents [AL State House of Representatives District 33](/us/states/al/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/berry-forte.md b/data/jurisdictions/us/states/al/people/berry-forte.md
index 674415f190..e47aa12d2d 100644
--- a/data/jurisdictions/us/states/al/people/berry-forte.md
+++ b/data/jurisdictions/us/states/al/people/berry-forte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 84"
+represents: "us/states/al/districts/house/84"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 84 (AL State House of Representatives District 84).
 
+Represents [AL State House of Representatives District 84](/us/states/al/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/bill-lamb.md b/data/jurisdictions/us/states/al/people/bill-lamb.md
index 4bd23ec544..6afa427c1b 100644
--- a/data/jurisdictions/us/states/al/people/bill-lamb.md
+++ b/data/jurisdictions/us/states/al/people/bill-lamb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 62"
+represents: "us/states/al/districts/house/62"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 62 (AL State House of Representatives District 62).
 
+Represents [AL State House of Representatives District 62](/us/states/al/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/billy-beasley.md b/data/jurisdictions/us/states/al/people/billy-beasley.md
index eaa8a4b627..755f9bd438 100644
--- a/data/jurisdictions/us/states/al/people/billy-beasley.md
+++ b/data/jurisdictions/us/states/al/people/billy-beasley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 28"
+represents: "us/states/al/districts/senate/28"
 tenure:
   start: "2010-11-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 28 (AL State Senate District 28).
 
+Represents [AL State Senate District 28](/us/states/al/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/bob-fincher.md b/data/jurisdictions/us/states/al/people/bob-fincher.md
index 04c375a458..2d0b45b54f 100644
--- a/data/jurisdictions/us/states/al/people/bob-fincher.md
+++ b/data/jurisdictions/us/states/al/people/bob-fincher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 37"
+represents: "us/states/al/districts/house/37"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 37 (AL State House of Representatives District 37).
 
+Represents [AL State House of Representatives District 37](/us/states/al/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/bobby-singleton.md b/data/jurisdictions/us/states/al/people/bobby-singleton.md
index ba71069189..f943e7b0eb 100644
--- a/data/jurisdictions/us/states/al/people/bobby-singleton.md
+++ b/data/jurisdictions/us/states/al/people/bobby-singleton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 24"
+represents: "us/states/al/districts/senate/24"
 tenure:
   start: "2005-01-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 24 (AL State Senate District 24).
 
+Represents [AL State Senate District 24](/us/states/al/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/brett-easterbrook.md b/data/jurisdictions/us/states/al/people/brett-easterbrook.md
index 105c74013a..937ef26c9b 100644
--- a/data/jurisdictions/us/states/al/people/brett-easterbrook.md
+++ b/data/jurisdictions/us/states/al/people/brett-easterbrook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 65"
+represents: "us/states/al/districts/house/65"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 65 (AL State House of Representatives District 65).
 
+Represents [AL State House of Representatives District 65](/us/states/al/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/brock-colvin.md b/data/jurisdictions/us/states/al/people/brock-colvin.md
index fa379bf492..140a84d8d8 100644
--- a/data/jurisdictions/us/states/al/people/brock-colvin.md
+++ b/data/jurisdictions/us/states/al/people/brock-colvin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 26"
+represents: "us/states/al/districts/house/26"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 26 (AL State House of Representatives District 26).
 
+Represents [AL State House of Representatives District 26](/us/states/al/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/bryan-brinyark.md b/data/jurisdictions/us/states/al/people/bryan-brinyark.md
index 7be57e3586..b03bc6ca08 100644
--- a/data/jurisdictions/us/states/al/people/bryan-brinyark.md
+++ b/data/jurisdictions/us/states/al/people/bryan-brinyark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 16"
+represents: "us/states/al/districts/house/16"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 16 (AL State House of Representatives District 16).
 
+Represents [AL State House of Representatives District 16](/us/states/al/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/bubba-underwood.md b/data/jurisdictions/us/states/al/people/bubba-underwood.md
index 021f90ae4e..a05d756e45 100644
--- a/data/jurisdictions/us/states/al/people/bubba-underwood.md
+++ b/data/jurisdictions/us/states/al/people/bubba-underwood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 3"
+represents: "us/states/al/districts/house/3"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 3 (AL State House of Representatives District 3).
 
+Represents [AL State House of Representatives District 3](/us/states/al/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/chad-robertson.md b/data/jurisdictions/us/states/al/people/chad-robertson.md
index 52ddf877be..4ee21877a7 100644
--- a/data/jurisdictions/us/states/al/people/chad-robertson.md
+++ b/data/jurisdictions/us/states/al/people/chad-robertson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 40"
+represents: "us/states/al/districts/house/40"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 40 (AL State House of Representatives District 40).
 
+Represents [AL State House of Representatives District 40](/us/states/al/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/chip-brown.md b/data/jurisdictions/us/states/al/people/chip-brown.md
index 1cc6ca1de1..e5df2c8fe9 100644
--- a/data/jurisdictions/us/states/al/people/chip-brown.md
+++ b/data/jurisdictions/us/states/al/people/chip-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 105"
+represents: "us/states/al/districts/house/105"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 105 (AL State House of Representatives District 105).
 
+Represents [AL State House of Representatives District 105](/us/states/al/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/chris-blackshear.md b/data/jurisdictions/us/states/al/people/chris-blackshear.md
index 7c0abdc352..1f4abb19ab 100644
--- a/data/jurisdictions/us/states/al/people/chris-blackshear.md
+++ b/data/jurisdictions/us/states/al/people/chris-blackshear.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 80"
+represents: "us/states/al/districts/house/80"
 tenure:
   start: "2016-01-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 80 (AL State House of Representatives District 80).
 
+Represents [AL State House of Representatives District 80](/us/states/al/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/chris-elliott.md b/data/jurisdictions/us/states/al/people/chris-elliott.md
index 86640e3485..44c4ec6464 100644
--- a/data/jurisdictions/us/states/al/people/chris-elliott.md
+++ b/data/jurisdictions/us/states/al/people/chris-elliott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 32"
+represents: "us/states/al/districts/senate/32"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 32 (AL State Senate District 32).
 
+Represents [AL State Senate District 32](/us/states/al/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/chris-england.md b/data/jurisdictions/us/states/al/people/chris-england.md
index 6e43ff4b8b..aff9adbc88 100644
--- a/data/jurisdictions/us/states/al/people/chris-england.md
+++ b/data/jurisdictions/us/states/al/people/chris-england.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 70"
+represents: "us/states/al/districts/house/70"
 tenure:
   start: "2006-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 70 (AL State House of Representatives District 70).
 
+Represents [AL State House of Representatives District 70](/us/states/al/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/chris-pringle.md b/data/jurisdictions/us/states/al/people/chris-pringle.md
index 8a02fdded5..0b362a4371 100644
--- a/data/jurisdictions/us/states/al/people/chris-pringle.md
+++ b/data/jurisdictions/us/states/al/people/chris-pringle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 101"
+represents: "us/states/al/districts/house/101"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 101 (AL State House of Representatives District 101).
 
+Represents [AL State House of Representatives District 101](/us/states/al/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/chris-sells.md b/data/jurisdictions/us/states/al/people/chris-sells.md
index 75629218b8..d29cdff2c0 100644
--- a/data/jurisdictions/us/states/al/people/chris-sells.md
+++ b/data/jurisdictions/us/states/al/people/chris-sells.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 90"
+represents: "us/states/al/districts/house/90"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 90 (AL State House of Representatives District 90).
 
+Represents [AL State House of Representatives District 90](/us/states/al/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/cindy-myrex.md b/data/jurisdictions/us/states/al/people/cindy-myrex.md
index 874cf631d6..0cd5dac67f 100644
--- a/data/jurisdictions/us/states/al/people/cindy-myrex.md
+++ b/data/jurisdictions/us/states/al/people/cindy-myrex.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 12"
+represents: "us/states/al/districts/house/12"
 tenure:
   start: "2025-10-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 12 (AL State House of Representatives District 12).
 
+Represents [AL State House of Representatives District 12](/us/states/al/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/clyde-chambliss.md b/data/jurisdictions/us/states/al/people/clyde-chambliss.md
index 365cc1cf61..002ab307f3 100644
--- a/data/jurisdictions/us/states/al/people/clyde-chambliss.md
+++ b/data/jurisdictions/us/states/al/people/clyde-chambliss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 30"
+represents: "us/states/al/districts/senate/30"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 30 (AL State Senate District 30).
 
+Represents [AL State Senate District 30](/us/states/al/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/corley-ellis.md b/data/jurisdictions/us/states/al/people/corley-ellis.md
index 76778fbd41..4745d296a0 100644
--- a/data/jurisdictions/us/states/al/people/corley-ellis.md
+++ b/data/jurisdictions/us/states/al/people/corley-ellis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 41"
+represents: "us/states/al/districts/house/41"
 tenure:
   start: "2017-02-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 41 (AL State House of Representatives District 41).
 
+Represents [AL State House of Representatives District 41](/us/states/al/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/craig-lipscomb.md b/data/jurisdictions/us/states/al/people/craig-lipscomb.md
index 1a8ee7f94d..fe5877c773 100644
--- a/data/jurisdictions/us/states/al/people/craig-lipscomb.md
+++ b/data/jurisdictions/us/states/al/people/craig-lipscomb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 30"
+represents: "us/states/al/districts/house/30"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 30 (AL State House of Representatives District 30).
 
+Represents [AL State House of Representatives District 30](/us/states/al/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/curtis-travis.md b/data/jurisdictions/us/states/al/people/curtis-travis.md
index 81c4d626df..923134a7ae 100644
--- a/data/jurisdictions/us/states/al/people/curtis-travis.md
+++ b/data/jurisdictions/us/states/al/people/curtis-travis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 72"
+represents: "us/states/al/districts/house/72"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 72 (AL State House of Representatives District 72).
 
+Represents [AL State House of Representatives District 72](/us/states/al/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/dan-roberts.md b/data/jurisdictions/us/states/al/people/dan-roberts.md
index beb243f62e..e98bab52ee 100644
--- a/data/jurisdictions/us/states/al/people/dan-roberts.md
+++ b/data/jurisdictions/us/states/al/people/dan-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 15"
+represents: "us/states/al/districts/senate/15"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 15 (AL State Senate District 15).
 
+Represents [AL State Senate District 15](/us/states/al/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/danny-crawford.md b/data/jurisdictions/us/states/al/people/danny-crawford.md
index b239d4ac5a..a5cec33753 100644
--- a/data/jurisdictions/us/states/al/people/danny-crawford.md
+++ b/data/jurisdictions/us/states/al/people/danny-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 5"
+represents: "us/states/al/districts/house/5"
 tenure:
   start: "2016-02-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 5 (AL State House of Representatives District 5).
 
+Represents [AL State House of Representatives District 5](/us/states/al/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/danny-garrett.md b/data/jurisdictions/us/states/al/people/danny-garrett.md
index a8e923050d..b4a67cb328 100644
--- a/data/jurisdictions/us/states/al/people/danny-garrett.md
+++ b/data/jurisdictions/us/states/al/people/danny-garrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 44"
+represents: "us/states/al/districts/house/44"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 44 (AL State House of Representatives District 44).
 
+Represents [AL State House of Representatives District 44](/us/states/al/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/david-faulkner.md b/data/jurisdictions/us/states/al/people/david-faulkner.md
index f8a7a7de2c..e4c5972259 100644
--- a/data/jurisdictions/us/states/al/people/david-faulkner.md
+++ b/data/jurisdictions/us/states/al/people/david-faulkner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 46"
+represents: "us/states/al/districts/house/46"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 46 (AL State House of Representatives District 46).
 
+Represents [AL State House of Representatives District 46](/us/states/al/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/david-sessions.md b/data/jurisdictions/us/states/al/people/david-sessions.md
index 5b54318d59..75a1e69fb1 100644
--- a/data/jurisdictions/us/states/al/people/david-sessions.md
+++ b/data/jurisdictions/us/states/al/people/david-sessions.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 35"
+represents: "us/states/al/districts/senate/35"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 35 (AL State Senate District 35).
 
+Represents [AL State Senate District 35](/us/states/al/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/david-standridge.md b/data/jurisdictions/us/states/al/people/david-standridge.md
index a9129bcfb6..81194cf639 100644
--- a/data/jurisdictions/us/states/al/people/david-standridge.md
+++ b/data/jurisdictions/us/states/al/people/david-standridge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 34"
+represents: "us/states/al/districts/house/34"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 34 (AL State House of Representatives District 34).
 
+Represents [AL State House of Representatives District 34](/us/states/al/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/donna-givens.md b/data/jurisdictions/us/states/al/people/donna-givens.md
index e7cf9f9997..1e9485ab8b 100644
--- a/data/jurisdictions/us/states/al/people/donna-givens.md
+++ b/data/jurisdictions/us/states/al/people/donna-givens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 64"
+represents: "us/states/al/districts/house/64"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 64 (AL State House of Representatives District 64).
 
+Represents [AL State House of Representatives District 64](/us/states/al/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/donnie-chesteen.md b/data/jurisdictions/us/states/al/people/donnie-chesteen.md
index f696066c7f..6c2cc71822 100644
--- a/data/jurisdictions/us/states/al/people/donnie-chesteen.md
+++ b/data/jurisdictions/us/states/al/people/donnie-chesteen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 29"
+represents: "us/states/al/districts/senate/29"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 29 (AL State Senate District 29).
 
+Represents [AL State Senate District 29](/us/states/al/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/ed-oliver.md b/data/jurisdictions/us/states/al/people/ed-oliver.md
index 6025b70a88..b21630bbca 100644
--- a/data/jurisdictions/us/states/al/people/ed-oliver.md
+++ b/data/jurisdictions/us/states/al/people/ed-oliver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 81"
+represents: "us/states/al/districts/house/81"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 81 (AL State House of Representatives District 81).
 
+Represents [AL State House of Representatives District 81](/us/states/al/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/ernie-yarbrough.md b/data/jurisdictions/us/states/al/people/ernie-yarbrough.md
index 4aa3e285f3..d591024212 100644
--- a/data/jurisdictions/us/states/al/people/ernie-yarbrough.md
+++ b/data/jurisdictions/us/states/al/people/ernie-yarbrough.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 7"
+represents: "us/states/al/districts/house/7"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 7 (AL State House of Representatives District 7).
 
+Represents [AL State House of Representatives District 7](/us/states/al/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/frances-holk-jones.md b/data/jurisdictions/us/states/al/people/frances-holk-jones.md
index 7e398c2ed8..56e3f59f75 100644
--- a/data/jurisdictions/us/states/al/people/frances-holk-jones.md
+++ b/data/jurisdictions/us/states/al/people/frances-holk-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 95"
+represents: "us/states/al/districts/house/95"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 95 (AL State House of Representatives District 95).
 
+Represents [AL State House of Representatives District 95](/us/states/al/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/garlan-gudger.md b/data/jurisdictions/us/states/al/people/garlan-gudger.md
index 5b84eaa1d6..3ad6cdbf08 100644
--- a/data/jurisdictions/us/states/al/people/garlan-gudger.md
+++ b/data/jurisdictions/us/states/al/people/garlan-gudger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 4"
+represents: "us/states/al/districts/senate/4"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 4 (AL State Senate District 4).
 
+Represents [AL State Senate District 4](/us/states/al/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/gerald-allen.md b/data/jurisdictions/us/states/al/people/gerald-allen.md
index 228ca85f41..2170623530 100644
--- a/data/jurisdictions/us/states/al/people/gerald-allen.md
+++ b/data/jurisdictions/us/states/al/people/gerald-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 21"
+represents: "us/states/al/districts/senate/21"
 tenure:
   start: "2010-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 21 (AL State Senate District 21).
 
+Represents [AL State Senate District 21](/us/states/al/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/ginny-shaver.md b/data/jurisdictions/us/states/al/people/ginny-shaver.md
index b1d91bf17a..4a657a54aa 100644
--- a/data/jurisdictions/us/states/al/people/ginny-shaver.md
+++ b/data/jurisdictions/us/states/al/people/ginny-shaver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 39"
+represents: "us/states/al/districts/house/39"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 39 (AL State House of Representatives District 39).
 
+Represents [AL State House of Representatives District 39](/us/states/al/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/greg-albritton.md b/data/jurisdictions/us/states/al/people/greg-albritton.md
index 741ba80433..5b02023d97 100644
--- a/data/jurisdictions/us/states/al/people/greg-albritton.md
+++ b/data/jurisdictions/us/states/al/people/greg-albritton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 22"
+represents: "us/states/al/districts/senate/22"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 22 (AL State Senate District 22).
 
+Represents [AL State Senate District 22](/us/states/al/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/greg-barnes.md b/data/jurisdictions/us/states/al/people/greg-barnes.md
index f6d45f93c6..67ae02de57 100644
--- a/data/jurisdictions/us/states/al/people/greg-barnes.md
+++ b/data/jurisdictions/us/states/al/people/greg-barnes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 13"
+represents: "us/states/al/districts/house/13"
 tenure:
   start: "2025-10-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 13 (AL State House of Representatives District 13).
 
+Represents [AL State House of Representatives District 13](/us/states/al/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/heath-allbright.md b/data/jurisdictions/us/states/al/people/heath-allbright.md
index 91d98e85c0..7badb70903 100644
--- a/data/jurisdictions/us/states/al/people/heath-allbright.md
+++ b/data/jurisdictions/us/states/al/people/heath-allbright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 11"
+represents: "us/states/al/districts/house/11"
 tenure:
   start: "2025-08-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 11 (AL State House of Representatives District 11).
 
+Represents [AL State House of Representatives District 11](/us/states/al/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jabo-waggoner.md b/data/jurisdictions/us/states/al/people/jabo-waggoner.md
index 16de787249..46545cb674 100644
--- a/data/jurisdictions/us/states/al/people/jabo-waggoner.md
+++ b/data/jurisdictions/us/states/al/people/jabo-waggoner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 16"
+represents: "us/states/al/districts/senate/16"
 tenure:
   start: "1990-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 16 (AL State Senate District 16).
 
+Represents [AL State Senate District 16](/us/states/al/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jack-williams.md b/data/jurisdictions/us/states/al/people/jack-williams.md
index d82cf63045..bccbe85fb2 100644
--- a/data/jurisdictions/us/states/al/people/jack-williams.md
+++ b/data/jurisdictions/us/states/al/people/jack-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 34"
+represents: "us/states/al/districts/senate/34"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 34 (AL State Senate District 34).
 
+Represents [AL State Senate District 34](/us/states/al/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/james-lomax.md b/data/jurisdictions/us/states/al/people/james-lomax.md
index c123738a20..ce7592c58c 100644
--- a/data/jurisdictions/us/states/al/people/james-lomax.md
+++ b/data/jurisdictions/us/states/al/people/james-lomax.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 20"
+represents: "us/states/al/districts/house/20"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 20 (AL State House of Representatives District 20).
 
+Represents [AL State House of Representatives District 20](/us/states/al/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jamie-kiel.md b/data/jurisdictions/us/states/al/people/jamie-kiel.md
index 01c62ce552..ab32168bf0 100644
--- a/data/jurisdictions/us/states/al/people/jamie-kiel.md
+++ b/data/jurisdictions/us/states/al/people/jamie-kiel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 18"
+represents: "us/states/al/districts/house/18"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 18 (AL State House of Representatives District 18).
 
+Represents [AL State House of Representatives District 18](/us/states/al/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jay-hovey.md b/data/jurisdictions/us/states/al/people/jay-hovey.md
index b94872f04f..ba475a88e7 100644
--- a/data/jurisdictions/us/states/al/people/jay-hovey.md
+++ b/data/jurisdictions/us/states/al/people/jay-hovey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 27"
+represents: "us/states/al/districts/senate/27"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 27 (AL State Senate District 27).
 
+Represents [AL State Senate District 27](/us/states/al/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jeana-ross.md b/data/jurisdictions/us/states/al/people/jeana-ross.md
index 95f42d7615..18d168c670 100644
--- a/data/jurisdictions/us/states/al/people/jeana-ross.md
+++ b/data/jurisdictions/us/states/al/people/jeana-ross.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 27"
+represents: "us/states/al/districts/house/27"
 tenure:
   start: "2024-05-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 27 (AL State House of Representatives District 27).
 
+Represents [AL State House of Representatives District 27](/us/states/al/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jeff-sorrells.md b/data/jurisdictions/us/states/al/people/jeff-sorrells.md
index 476ff570be..9f20e73cc6 100644
--- a/data/jurisdictions/us/states/al/people/jeff-sorrells.md
+++ b/data/jurisdictions/us/states/al/people/jeff-sorrells.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 87"
+represents: "us/states/al/districts/house/87"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 87 (AL State House of Representatives District 87).
 
+Represents [AL State House of Representatives District 87](/us/states/al/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jennifer-fidler.md b/data/jurisdictions/us/states/al/people/jennifer-fidler.md
index 618d2d3f49..0c75eb8344 100644
--- a/data/jurisdictions/us/states/al/people/jennifer-fidler.md
+++ b/data/jurisdictions/us/states/al/people/jennifer-fidler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 94"
+represents: "us/states/al/districts/house/94"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 94 (AL State House of Representatives District 94).
 
+Represents [AL State House of Representatives District 94](/us/states/al/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jeremy-gray.md b/data/jurisdictions/us/states/al/people/jeremy-gray.md
index 9c96287e43..9560b1614b 100644
--- a/data/jurisdictions/us/states/al/people/jeremy-gray.md
+++ b/data/jurisdictions/us/states/al/people/jeremy-gray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 83"
+represents: "us/states/al/districts/house/83"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 83 (AL State House of Representatives District 83).
 
+Represents [AL State House of Representatives District 83](/us/states/al/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jerry-starnes.md b/data/jurisdictions/us/states/al/people/jerry-starnes.md
index ece4fed53a..12c9b95559 100644
--- a/data/jurisdictions/us/states/al/people/jerry-starnes.md
+++ b/data/jurisdictions/us/states/al/people/jerry-starnes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 88"
+represents: "us/states/al/districts/house/88"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 88 (AL State House of Representatives District 88).
 
+Represents [AL State House of Representatives District 88](/us/states/al/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jim-carns.md b/data/jurisdictions/us/states/al/people/jim-carns.md
index 56c5dc4c10..8fe92c64a0 100644
--- a/data/jurisdictions/us/states/al/people/jim-carns.md
+++ b/data/jurisdictions/us/states/al/people/jim-carns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 48"
+represents: "us/states/al/districts/house/48"
 tenure:
   start: "2011-08-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 48 (AL State House of Representatives District 48).
 
+Represents [AL State House of Representatives District 48](/us/states/al/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/jim-hill.md b/data/jurisdictions/us/states/al/people/jim-hill.md
index 33b54046f7..cfea8d2470 100644
--- a/data/jurisdictions/us/states/al/people/jim-hill.md
+++ b/data/jurisdictions/us/states/al/people/jim-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 50"
+represents: "us/states/al/districts/house/50"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 50 (AL State House of Representatives District 50).
 
+Represents [AL State House of Representatives District 50](/us/states/al/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/joe-lovvorn.md b/data/jurisdictions/us/states/al/people/joe-lovvorn.md
index ba0d27ca1d..b1e9aae06d 100644
--- a/data/jurisdictions/us/states/al/people/joe-lovvorn.md
+++ b/data/jurisdictions/us/states/al/people/joe-lovvorn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 79"
+represents: "us/states/al/districts/house/79"
 tenure:
   start: "2016-09-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 79 (AL State House of Representatives District 79).
 
+Represents [AL State House of Representatives District 79](/us/states/al/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/josh-carnley.md b/data/jurisdictions/us/states/al/people/josh-carnley.md
index 7f0a55967a..4e9f9dc09b 100644
--- a/data/jurisdictions/us/states/al/people/josh-carnley.md
+++ b/data/jurisdictions/us/states/al/people/josh-carnley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 31"
+represents: "us/states/al/districts/senate/31"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 31 (AL State Senate District 31).
 
+Represents [AL State Senate District 31](/us/states/al/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/juandalynn-givan.md b/data/jurisdictions/us/states/al/people/juandalynn-givan.md
index 58ed067a44..9246f1853d 100644
--- a/data/jurisdictions/us/states/al/people/juandalynn-givan.md
+++ b/data/jurisdictions/us/states/al/people/juandalynn-givan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 60"
+represents: "us/states/al/districts/house/60"
 tenure:
   start: "2010-11-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 60 (AL State House of Representatives District 60).
 
+Represents [AL State House of Representatives District 60](/us/states/al/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/keith-kelley.md b/data/jurisdictions/us/states/al/people/keith-kelley.md
index bcd0f5c008..55d5807b12 100644
--- a/data/jurisdictions/us/states/al/people/keith-kelley.md
+++ b/data/jurisdictions/us/states/al/people/keith-kelley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 12"
+represents: "us/states/al/districts/senate/12"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 12 (AL State Senate District 12).
 
+Represents [AL State Senate District 12](/us/states/al/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/kelvin-datcher.md b/data/jurisdictions/us/states/al/people/kelvin-datcher.md
index 634c326347..75ef805dc0 100644
--- a/data/jurisdictions/us/states/al/people/kelvin-datcher.md
+++ b/data/jurisdictions/us/states/al/people/kelvin-datcher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 52"
+represents: "us/states/al/districts/house/52"
 tenure:
   start: "2024-10-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 52 (AL State House of Representatives District 52).
 
+Represents [AL State House of Representatives District 52](/us/states/al/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/kelvin-lawrence.md b/data/jurisdictions/us/states/al/people/kelvin-lawrence.md
index e72d2f5dbe..1c41e4a0d6 100644
--- a/data/jurisdictions/us/states/al/people/kelvin-lawrence.md
+++ b/data/jurisdictions/us/states/al/people/kelvin-lawrence.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 69"
+represents: "us/states/al/districts/house/69"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 69 (AL State House of Representatives District 69).
 
+Represents [AL State House of Representatives District 69](/us/states/al/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/kenneth-paschal.md b/data/jurisdictions/us/states/al/people/kenneth-paschal.md
index 9e2229ebe6..a2f17a8f22 100644
--- a/data/jurisdictions/us/states/al/people/kenneth-paschal.md
+++ b/data/jurisdictions/us/states/al/people/kenneth-paschal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 73"
+represents: "us/states/al/districts/house/73"
 tenure:
   start: "2021-07-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 73 (AL State House of Representatives District 73).
 
+Represents [AL State House of Representatives District 73](/us/states/al/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/kenyatte-hassell.md b/data/jurisdictions/us/states/al/people/kenyatte-hassell.md
index 8544509d69..9ecde996df 100644
--- a/data/jurisdictions/us/states/al/people/kenyatte-hassell.md
+++ b/data/jurisdictions/us/states/al/people/kenyatte-hassell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 78"
+represents: "us/states/al/districts/house/78"
 tenure:
   start: "2021-09-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 78 (AL State House of Representatives District 78).
 
+Represents [AL State House of Representatives District 78](/us/states/al/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/kirk-hatcher.md b/data/jurisdictions/us/states/al/people/kirk-hatcher.md
index 51562a6a17..05ff0c9a61 100644
--- a/data/jurisdictions/us/states/al/people/kirk-hatcher.md
+++ b/data/jurisdictions/us/states/al/people/kirk-hatcher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 26"
+represents: "us/states/al/districts/senate/26"
 tenure:
   start: "2021-03-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 26 (AL State Senate District 26).
 
+Represents [AL State Senate District 26](/us/states/al/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/kristin-nelson.md b/data/jurisdictions/us/states/al/people/kristin-nelson.md
index 55928e13ae..4ae67619ca 100644
--- a/data/jurisdictions/us/states/al/people/kristin-nelson.md
+++ b/data/jurisdictions/us/states/al/people/kristin-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 38"
+represents: "us/states/al/districts/house/38"
 tenure:
   start: "2026-02-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 38 (AL State House of Representatives District 38).
 
+Represents [AL State House of Representatives District 38](/us/states/al/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/lance-bell.md b/data/jurisdictions/us/states/al/people/lance-bell.md
index 33845ee69e..99d5da0805 100644
--- a/data/jurisdictions/us/states/al/people/lance-bell.md
+++ b/data/jurisdictions/us/states/al/people/lance-bell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 11"
+represents: "us/states/al/districts/senate/11"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 11 (AL State Senate District 11).
 
+Represents [AL State Senate District 11](/us/states/al/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/larry-stutts.md b/data/jurisdictions/us/states/al/people/larry-stutts.md
index 8918ca2f5c..41218a09f5 100644
--- a/data/jurisdictions/us/states/al/people/larry-stutts.md
+++ b/data/jurisdictions/us/states/al/people/larry-stutts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 6"
+represents: "us/states/al/districts/senate/6"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 6 (AL State Senate District 6).
 
+Represents [AL State Senate District 6](/us/states/al/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/laura-hall.md b/data/jurisdictions/us/states/al/people/laura-hall.md
index dea5ccaeb2..318deadb82 100644
--- a/data/jurisdictions/us/states/al/people/laura-hall.md
+++ b/data/jurisdictions/us/states/al/people/laura-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 19"
+represents: "us/states/al/districts/house/19"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 19 (AL State House of Representatives District 19).
 
+Represents [AL State House of Representatives District 19](/us/states/al/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/leigh-hulsey.md b/data/jurisdictions/us/states/al/people/leigh-hulsey.md
index 566f7a50ca..53095d08fc 100644
--- a/data/jurisdictions/us/states/al/people/leigh-hulsey.md
+++ b/data/jurisdictions/us/states/al/people/leigh-hulsey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 15"
+represents: "us/states/al/districts/house/15"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 15 (AL State House of Representatives District 15).
 
+Represents [AL State House of Representatives District 15](/us/states/al/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/linda-coleman-madison.md b/data/jurisdictions/us/states/al/people/linda-coleman-madison.md
index 89b846cc5f..bbb3e41c24 100644
--- a/data/jurisdictions/us/states/al/people/linda-coleman-madison.md
+++ b/data/jurisdictions/us/states/al/people/linda-coleman-madison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 20"
+represents: "us/states/al/districts/senate/20"
 tenure:
   start: "2006-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 20 (AL State Senate District 20).
 
+Represents [AL State Senate District 20](/us/states/al/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/mack-butler.md b/data/jurisdictions/us/states/al/people/mack-butler.md
index 0642af456f..b8a7c04684 100644
--- a/data/jurisdictions/us/states/al/people/mack-butler.md
+++ b/data/jurisdictions/us/states/al/people/mack-butler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 28"
+represents: "us/states/al/districts/house/28"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 28 (AL State House of Representatives District 28).
 
+Represents [AL State House of Representatives District 28](/us/states/al/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/marcus-paramore.md b/data/jurisdictions/us/states/al/people/marcus-paramore.md
index e2cff75fd3..e50eaedf8a 100644
--- a/data/jurisdictions/us/states/al/people/marcus-paramore.md
+++ b/data/jurisdictions/us/states/al/people/marcus-paramore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 89"
+represents: "us/states/al/districts/house/89"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 89 (AL State House of Representatives District 89).
 
+Represents [AL State House of Representatives District 89](/us/states/al/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/margie-wilcox.md b/data/jurisdictions/us/states/al/people/margie-wilcox.md
index df0cd16fc7..ad592e672e 100644
--- a/data/jurisdictions/us/states/al/people/margie-wilcox.md
+++ b/data/jurisdictions/us/states/al/people/margie-wilcox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 104"
+represents: "us/states/al/districts/house/104"
 tenure:
   start: "2014-02-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 104 (AL State House of Representatives District 104).
 
+Represents [AL State House of Representatives District 104](/us/states/al/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/marilyn-lands.md b/data/jurisdictions/us/states/al/people/marilyn-lands.md
index 781afff9f7..4336c97424 100644
--- a/data/jurisdictions/us/states/al/people/marilyn-lands.md
+++ b/data/jurisdictions/us/states/al/people/marilyn-lands.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 10"
+represents: "us/states/al/districts/house/10"
 tenure:
   start: "2024-03-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 10 (AL State House of Representatives District 10).
 
+Represents [AL State House of Representatives District 10](/us/states/al/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/mark-gidley.md b/data/jurisdictions/us/states/al/people/mark-gidley.md
index 941d2c1869..27d8b2f57c 100644
--- a/data/jurisdictions/us/states/al/people/mark-gidley.md
+++ b/data/jurisdictions/us/states/al/people/mark-gidley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 29"
+represents: "us/states/al/districts/house/29"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 29 (AL State House of Representatives District 29).
 
+Represents [AL State House of Representatives District 29](/us/states/al/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/mark-shirey.md b/data/jurisdictions/us/states/al/people/mark-shirey.md
index 360160ac1a..7575af400f 100644
--- a/data/jurisdictions/us/states/al/people/mark-shirey.md
+++ b/data/jurisdictions/us/states/al/people/mark-shirey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 100"
+represents: "us/states/al/districts/house/100"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 100 (AL State House of Representatives District 100).
 
+Represents [AL State House of Representatives District 100](/us/states/al/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/mary-moore.md b/data/jurisdictions/us/states/al/people/mary-moore.md
index 6e71cb84c5..c41cf10486 100644
--- a/data/jurisdictions/us/states/al/people/mary-moore.md
+++ b/data/jurisdictions/us/states/al/people/mary-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 59"
+represents: "us/states/al/districts/house/59"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 59 (AL State House of Representatives District 59).
 
+Represents [AL State House of Representatives District 59](/us/states/al/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/matt-simpson.md b/data/jurisdictions/us/states/al/people/matt-simpson.md
index 829d67326e..2f393ff4bf 100644
--- a/data/jurisdictions/us/states/al/people/matt-simpson.md
+++ b/data/jurisdictions/us/states/al/people/matt-simpson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 96"
+represents: "us/states/al/districts/house/96"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 96 (AL State House of Representatives District 96).
 
+Represents [AL State House of Representatives District 96](/us/states/al/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/matt-woods.md b/data/jurisdictions/us/states/al/people/matt-woods.md
index 0436b0feb4..1d9bd33ee2 100644
--- a/data/jurisdictions/us/states/al/people/matt-woods.md
+++ b/data/jurisdictions/us/states/al/people/matt-woods.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 5"
+represents: "us/states/al/districts/senate/5"
 tenure:
   start: "2025-06-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 5 (AL State Senate District 5).
 
+Represents [AL State Senate District 5](/us/states/al/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/matthew-hammett.md b/data/jurisdictions/us/states/al/people/matthew-hammett.md
index 07e4c8d60e..b8622fc9f6 100644
--- a/data/jurisdictions/us/states/al/people/matthew-hammett.md
+++ b/data/jurisdictions/us/states/al/people/matthew-hammett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 92"
+represents: "us/states/al/districts/house/92"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 92 (AL State House of Representatives District 92).
 
+Represents [AL State House of Representatives District 92](/us/states/al/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/merika-coleman.md b/data/jurisdictions/us/states/al/people/merika-coleman.md
index f98942709d..dbdc245d16 100644
--- a/data/jurisdictions/us/states/al/people/merika-coleman.md
+++ b/data/jurisdictions/us/states/al/people/merika-coleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 19"
+represents: "us/states/al/districts/senate/19"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 19 (AL State Senate District 19).
 
+Represents [AL State Senate District 19](/us/states/al/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/mike-kirkland.md b/data/jurisdictions/us/states/al/people/mike-kirkland.md
index 0c1a1158e4..098286d11d 100644
--- a/data/jurisdictions/us/states/al/people/mike-kirkland.md
+++ b/data/jurisdictions/us/states/al/people/mike-kirkland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 23"
+represents: "us/states/al/districts/house/23"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 23 (AL State House of Representatives District 23).
 
+Represents [AL State House of Representatives District 23](/us/states/al/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/mike-shaw.md b/data/jurisdictions/us/states/al/people/mike-shaw.md
index 86d7d0e8b2..c85e39bea2 100644
--- a/data/jurisdictions/us/states/al/people/mike-shaw.md
+++ b/data/jurisdictions/us/states/al/people/mike-shaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 47"
+represents: "us/states/al/districts/house/47"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 47 (AL State House of Representatives District 47).
 
+Represents [AL State House of Representatives District 47](/us/states/al/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/napoleon-bracy.md b/data/jurisdictions/us/states/al/people/napoleon-bracy.md
index 3f1f0adf8a..d6e341ca5c 100644
--- a/data/jurisdictions/us/states/al/people/napoleon-bracy.md
+++ b/data/jurisdictions/us/states/al/people/napoleon-bracy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 98"
+represents: "us/states/al/districts/house/98"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 98 (AL State House of Representatives District 98).
 
+Represents [AL State House of Representatives District 98](/us/states/al/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/nathaniel-ledbetter.md b/data/jurisdictions/us/states/al/people/nathaniel-ledbetter.md
index 750df5f9e5..97db0adbb0 100644
--- a/data/jurisdictions/us/states/al/people/nathaniel-ledbetter.md
+++ b/data/jurisdictions/us/states/al/people/nathaniel-ledbetter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 24"
+represents: "us/states/al/districts/house/24"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 24 (AL State House of Representatives District 24).
 
+Represents [AL State House of Representatives District 24](/us/states/al/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/neil-rafferty.md b/data/jurisdictions/us/states/al/people/neil-rafferty.md
index e2ef1e3a57..30810f5bda 100644
--- a/data/jurisdictions/us/states/al/people/neil-rafferty.md
+++ b/data/jurisdictions/us/states/al/people/neil-rafferty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 54"
+represents: "us/states/al/districts/house/54"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 54 (AL State House of Representatives District 54).
 
+Represents [AL State House of Representatives District 54](/us/states/al/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/norman-crow.md b/data/jurisdictions/us/states/al/people/norman-crow.md
index a33b293190..1de535324e 100644
--- a/data/jurisdictions/us/states/al/people/norman-crow.md
+++ b/data/jurisdictions/us/states/al/people/norman-crow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 63"
+represents: "us/states/al/districts/house/63"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 63 (AL State House of Representatives District 63).
 
+Represents [AL State House of Representatives District 63](/us/states/al/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/ontario-tillman.md b/data/jurisdictions/us/states/al/people/ontario-tillman.md
index 3f03224e18..860fa111a4 100644
--- a/data/jurisdictions/us/states/al/people/ontario-tillman.md
+++ b/data/jurisdictions/us/states/al/people/ontario-tillman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 56"
+represents: "us/states/al/districts/house/56"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 56 (AL State House of Representatives District 56).
 
+Represents [AL State House of Representatives District 56](/us/states/al/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/parker-moore.md b/data/jurisdictions/us/states/al/people/parker-moore.md
index 3d9aec80ed..de2e4070c8 100644
--- a/data/jurisdictions/us/states/al/people/parker-moore.md
+++ b/data/jurisdictions/us/states/al/people/parker-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 4"
+represents: "us/states/al/districts/house/4"
 tenure:
   start: "2018-05-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 4 (AL State House of Representatives District 4).
 
+Represents [AL State House of Representatives District 4](/us/states/al/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/patrick-sellers.md b/data/jurisdictions/us/states/al/people/patrick-sellers.md
index ef652d8574..6f151ae1a2 100644
--- a/data/jurisdictions/us/states/al/people/patrick-sellers.md
+++ b/data/jurisdictions/us/states/al/people/patrick-sellers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 57"
+represents: "us/states/al/districts/house/57"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 57 (AL State House of Representatives District 57).
 
+Represents [AL State House of Representatives District 57](/us/states/al/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/paul-lee.md b/data/jurisdictions/us/states/al/people/paul-lee.md
index 9884c43405..8f19a6f679 100644
--- a/data/jurisdictions/us/states/al/people/paul-lee.md
+++ b/data/jurisdictions/us/states/al/people/paul-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 86"
+represents: "us/states/al/districts/house/86"
 tenure:
   start: "2010-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 86 (AL State House of Representatives District 86).
 
+Represents [AL State House of Representatives District 86](/us/states/al/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/pebblin-warren.md b/data/jurisdictions/us/states/al/people/pebblin-warren.md
index 320756350b..aa1db87d04 100644
--- a/data/jurisdictions/us/states/al/people/pebblin-warren.md
+++ b/data/jurisdictions/us/states/al/people/pebblin-warren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 82"
+represents: "us/states/al/districts/house/82"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 82 (AL State House of Representatives District 82).
 
+Represents [AL State House of Representatives District 82](/us/states/al/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/penni-mcclammy.md b/data/jurisdictions/us/states/al/people/penni-mcclammy.md
index 40e995ca16..d81c6c46b4 100644
--- a/data/jurisdictions/us/states/al/people/penni-mcclammy.md
+++ b/data/jurisdictions/us/states/al/people/penni-mcclammy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 76"
+represents: "us/states/al/districts/house/76"
 tenure:
   start: "2021-11-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 76 (AL State House of Representatives District 76).
 
+Represents [AL State House of Representatives District 76](/us/states/al/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/phillip-ensler.md b/data/jurisdictions/us/states/al/people/phillip-ensler.md
index 77c9a291d1..2ca27f532a 100644
--- a/data/jurisdictions/us/states/al/people/phillip-ensler.md
+++ b/data/jurisdictions/us/states/al/people/phillip-ensler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 74"
+represents: "us/states/al/districts/house/74"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 74 (AL State House of Representatives District 74).
 
+Represents [AL State House of Representatives District 74](/us/states/al/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/phillip-pettus.md b/data/jurisdictions/us/states/al/people/phillip-pettus.md
index dfbfe60bf8..a4e114478d 100644
--- a/data/jurisdictions/us/states/al/people/phillip-pettus.md
+++ b/data/jurisdictions/us/states/al/people/phillip-pettus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 1"
+represents: "us/states/al/districts/house/1"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 1 (AL State House of Representatives District 1).
 
+Represents [AL State House of Representatives District 1](/us/states/al/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/phillip-rigsby.md b/data/jurisdictions/us/states/al/people/phillip-rigsby.md
index 3754ba6bda..1c649cc5f1 100644
--- a/data/jurisdictions/us/states/al/people/phillip-rigsby.md
+++ b/data/jurisdictions/us/states/al/people/phillip-rigsby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 25"
+represents: "us/states/al/districts/house/25"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 25 (AL State House of Representatives District 25).
 
+Represents [AL State House of Representatives District 25](/us/states/al/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/prince-chestnut.md b/data/jurisdictions/us/states/al/people/prince-chestnut.md
index fc5b175d6e..33ea52583f 100644
--- a/data/jurisdictions/us/states/al/people/prince-chestnut.md
+++ b/data/jurisdictions/us/states/al/people/prince-chestnut.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 67"
+represents: "us/states/al/districts/house/67"
 tenure:
   start: "2017-04-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 67 (AL State House of Representatives District 67).
 
+Represents [AL State House of Representatives District 67](/us/states/al/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/randy-price.md b/data/jurisdictions/us/states/al/people/randy-price.md
index c0d11124b8..0e9c0821bf 100644
--- a/data/jurisdictions/us/states/al/people/randy-price.md
+++ b/data/jurisdictions/us/states/al/people/randy-price.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 13"
+represents: "us/states/al/districts/senate/13"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 13 (AL State Senate District 13).
 
+Represents [AL State Senate District 13](/us/states/al/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/randy-wood.md b/data/jurisdictions/us/states/al/people/randy-wood.md
index 2f1fc81938..14e00d3ac9 100644
--- a/data/jurisdictions/us/states/al/people/randy-wood.md
+++ b/data/jurisdictions/us/states/al/people/randy-wood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 36"
+represents: "us/states/al/districts/house/36"
 tenure:
   start: "2002-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 36 (AL State House of Representatives District 36).
 
+Represents [AL State House of Representatives District 36](/us/states/al/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/reed-ingram.md b/data/jurisdictions/us/states/al/people/reed-ingram.md
index 0be6385941..89b9ac3256 100644
--- a/data/jurisdictions/us/states/al/people/reed-ingram.md
+++ b/data/jurisdictions/us/states/al/people/reed-ingram.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 75"
+represents: "us/states/al/districts/house/75"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 75 (AL State House of Representatives District 75).
 
+Represents [AL State House of Representatives District 75](/us/states/al/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/rex-reynolds.md b/data/jurisdictions/us/states/al/people/rex-reynolds.md
index de331dfa20..ed41e05629 100644
--- a/data/jurisdictions/us/states/al/people/rex-reynolds.md
+++ b/data/jurisdictions/us/states/al/people/rex-reynolds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 21"
+represents: "us/states/al/districts/house/21"
 tenure:
   start: "2018-03-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 21 (AL State House of Representatives District 21).
 
+Represents [AL State House of Representatives District 21](/us/states/al/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/rhett-marques.md b/data/jurisdictions/us/states/al/people/rhett-marques.md
index 37365c56c1..61b495ff18 100644
--- a/data/jurisdictions/us/states/al/people/rhett-marques.md
+++ b/data/jurisdictions/us/states/al/people/rhett-marques.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 91"
+represents: "us/states/al/districts/house/91"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 91 (AL State House of Representatives District 91).
 
+Represents [AL State House of Representatives District 91](/us/states/al/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/rick-rehm.md b/data/jurisdictions/us/states/al/people/rick-rehm.md
index d55eb98307..dc4497fccd 100644
--- a/data/jurisdictions/us/states/al/people/rick-rehm.md
+++ b/data/jurisdictions/us/states/al/people/rick-rehm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 85"
+represents: "us/states/al/districts/house/85"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 85 (AL State House of Representatives District 85).
 
+Represents [AL State House of Representatives District 85](/us/states/al/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/ritchie-whorton.md b/data/jurisdictions/us/states/al/people/ritchie-whorton.md
index 46106c7d9d..88834b0035 100644
--- a/data/jurisdictions/us/states/al/people/ritchie-whorton.md
+++ b/data/jurisdictions/us/states/al/people/ritchie-whorton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 22"
+represents: "us/states/al/districts/house/22"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 22 (AL State House of Representatives District 22).
 
+Represents [AL State House of Representatives District 22](/us/states/al/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/rob-stewart.md b/data/jurisdictions/us/states/al/people/rob-stewart.md
index 27e15f9aa9..d00dc4f0b6 100644
--- a/data/jurisdictions/us/states/al/people/rob-stewart.md
+++ b/data/jurisdictions/us/states/al/people/rob-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 23"
+represents: "us/states/al/districts/senate/23"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 23 (AL State Senate District 23).
 
+Represents [AL State Senate District 23](/us/states/al/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/rodger-smitherman.md b/data/jurisdictions/us/states/al/people/rodger-smitherman.md
index 00e7a24c34..4f042a74a0 100644
--- a/data/jurisdictions/us/states/al/people/rodger-smitherman.md
+++ b/data/jurisdictions/us/states/al/people/rodger-smitherman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 18"
+represents: "us/states/al/districts/senate/18"
 tenure:
   start: "1995-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 18 (AL State Senate District 18).
 
+Represents [AL State Senate District 18](/us/states/al/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/rolanda-hollis.md b/data/jurisdictions/us/states/al/people/rolanda-hollis.md
index 5fc5fe8c95..de62a3a5e5 100644
--- a/data/jurisdictions/us/states/al/people/rolanda-hollis.md
+++ b/data/jurisdictions/us/states/al/people/rolanda-hollis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 58"
+represents: "us/states/al/districts/house/58"
 tenure:
   start: "2017-03-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 58 (AL State House of Representatives District 58).
 
+Represents [AL State House of Representatives District 58](/us/states/al/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/ron-bolton.md b/data/jurisdictions/us/states/al/people/ron-bolton.md
index 7576fa98dd..139d6f66e1 100644
--- a/data/jurisdictions/us/states/al/people/ron-bolton.md
+++ b/data/jurisdictions/us/states/al/people/ron-bolton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 61"
+represents: "us/states/al/districts/house/61"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 61 (AL State House of Representatives District 61).
 
+Represents [AL State House of Representatives District 61](/us/states/al/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/russell-bedsole.md b/data/jurisdictions/us/states/al/people/russell-bedsole.md
index f29856c79d..ea9777ed8c 100644
--- a/data/jurisdictions/us/states/al/people/russell-bedsole.md
+++ b/data/jurisdictions/us/states/al/people/russell-bedsole.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 49"
+represents: "us/states/al/districts/house/49"
 tenure:
   start: "2020-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 49 (AL State House of Representatives District 49).
 
+Represents [AL State House of Representatives District 49](/us/states/al/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/sam-givhan.md b/data/jurisdictions/us/states/al/people/sam-givhan.md
index 568c3d94ae..ad2c35bcc1 100644
--- a/data/jurisdictions/us/states/al/people/sam-givhan.md
+++ b/data/jurisdictions/us/states/al/people/sam-givhan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 7"
+represents: "us/states/al/districts/senate/7"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 7 (AL State Senate District 7).
 
+Represents [AL State Senate District 7](/us/states/al/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/sam-jones.md b/data/jurisdictions/us/states/al/people/sam-jones.md
index e839ef92cd..92c11310f3 100644
--- a/data/jurisdictions/us/states/al/people/sam-jones.md
+++ b/data/jurisdictions/us/states/al/people/sam-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 99"
+represents: "us/states/al/districts/house/99"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 99 (AL State House of Representatives District 99).
 
+Represents [AL State House of Representatives District 99](/us/states/al/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/scott-stadthagen.md b/data/jurisdictions/us/states/al/people/scott-stadthagen.md
index 219d091627..f9c462e7ea 100644
--- a/data/jurisdictions/us/states/al/people/scott-stadthagen.md
+++ b/data/jurisdictions/us/states/al/people/scott-stadthagen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 9"
+represents: "us/states/al/districts/house/9"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 9 (AL State House of Representatives District 9).
 
+Represents [AL State House of Representatives District 9](/us/states/al/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/shane-stringer.md b/data/jurisdictions/us/states/al/people/shane-stringer.md
index b02c1e6d39..daf84ea0e9 100644
--- a/data/jurisdictions/us/states/al/people/shane-stringer.md
+++ b/data/jurisdictions/us/states/al/people/shane-stringer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 102"
+represents: "us/states/al/districts/house/102"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 102 (AL State House of Representatives District 102).
 
+Represents [AL State House of Representatives District 102](/us/states/al/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/shay-shelnutt.md b/data/jurisdictions/us/states/al/people/shay-shelnutt.md
index b6fae3621f..b91e4d5c54 100644
--- a/data/jurisdictions/us/states/al/people/shay-shelnutt.md
+++ b/data/jurisdictions/us/states/al/people/shay-shelnutt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 17"
+represents: "us/states/al/districts/senate/17"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 17 (AL State Senate District 17).
 
+Represents [AL State Senate District 17](/us/states/al/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/steve-clouse.md b/data/jurisdictions/us/states/al/people/steve-clouse.md
index f5e05291ce..c497e25ddd 100644
--- a/data/jurisdictions/us/states/al/people/steve-clouse.md
+++ b/data/jurisdictions/us/states/al/people/steve-clouse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 93"
+represents: "us/states/al/districts/house/93"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 93 (AL State House of Representatives District 93).
 
+Represents [AL State House of Representatives District 93](/us/states/al/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/steve-hurst.md b/data/jurisdictions/us/states/al/people/steve-hurst.md
index ee8d6b415d..c517d3bc59 100644
--- a/data/jurisdictions/us/states/al/people/steve-hurst.md
+++ b/data/jurisdictions/us/states/al/people/steve-hurst.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 35"
+represents: "us/states/al/districts/house/35"
 tenure:
   start: "1998-01-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 35 (AL State House of Representatives District 35).
 
+Represents [AL State House of Representatives District 35](/us/states/al/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/steve-livingston.md b/data/jurisdictions/us/states/al/people/steve-livingston.md
index 1e31e83125..f0386d5089 100644
--- a/data/jurisdictions/us/states/al/people/steve-livingston.md
+++ b/data/jurisdictions/us/states/al/people/steve-livingston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 8"
+represents: "us/states/al/districts/senate/8"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 8 (AL State Senate District 8).
 
+Represents [AL State Senate District 8](/us/states/al/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/susan-dubose.md b/data/jurisdictions/us/states/al/people/susan-dubose.md
index 614543b5f6..1a0d8838a4 100644
--- a/data/jurisdictions/us/states/al/people/susan-dubose.md
+++ b/data/jurisdictions/us/states/al/people/susan-dubose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 45"
+represents: "us/states/al/districts/house/45"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 45 (AL State House of Representatives District 45).
 
+Represents [AL State House of Representatives District 45](/us/states/al/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/tashina-morris.md b/data/jurisdictions/us/states/al/people/tashina-morris.md
index b23d15bb10..b50f265206 100644
--- a/data/jurisdictions/us/states/al/people/tashina-morris.md
+++ b/data/jurisdictions/us/states/al/people/tashina-morris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 77"
+represents: "us/states/al/districts/house/77"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 77 (AL State House of Representatives District 77).
 
+Represents [AL State House of Representatives District 77](/us/states/al/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/terri-collins.md b/data/jurisdictions/us/states/al/people/terri-collins.md
index f36bbbe235..7817942b9c 100644
--- a/data/jurisdictions/us/states/al/people/terri-collins.md
+++ b/data/jurisdictions/us/states/al/people/terri-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 8"
+represents: "us/states/al/districts/house/8"
 tenure:
   start: "2010-11-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 8 (AL State House of Representatives District 8).
 
+Represents [AL State House of Representatives District 8](/us/states/al/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/thomas-jackson.md b/data/jurisdictions/us/states/al/people/thomas-jackson.md
index c1692aa2f7..e96c7785f4 100644
--- a/data/jurisdictions/us/states/al/people/thomas-jackson.md
+++ b/data/jurisdictions/us/states/al/people/thomas-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 68"
+represents: "us/states/al/districts/house/68"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 68 (AL State House of Representatives District 68).
 
+Represents [AL State House of Representatives District 68](/us/states/al/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/tim-melson.md b/data/jurisdictions/us/states/al/people/tim-melson.md
index 131cc82ae8..53e2da84e7 100644
--- a/data/jurisdictions/us/states/al/people/tim-melson.md
+++ b/data/jurisdictions/us/states/al/people/tim-melson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 1"
+represents: "us/states/al/districts/senate/1"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 1 (AL State Senate District 1).
 
+Represents [AL State Senate District 1](/us/states/al/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/tim-wadsworth.md b/data/jurisdictions/us/states/al/people/tim-wadsworth.md
index d5892cc7a5..4fde1e1fff 100644
--- a/data/jurisdictions/us/states/al/people/tim-wadsworth.md
+++ b/data/jurisdictions/us/states/al/people/tim-wadsworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 14"
+represents: "us/states/al/districts/house/14"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 14 (AL State House of Representatives District 14).
 
+Represents [AL State House of Representatives District 14](/us/states/al/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/tom-butler.md b/data/jurisdictions/us/states/al/people/tom-butler.md
index 9420515548..c14c3c6f4c 100644
--- a/data/jurisdictions/us/states/al/people/tom-butler.md
+++ b/data/jurisdictions/us/states/al/people/tom-butler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 2"
+represents: "us/states/al/districts/senate/2"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 2 (AL State Senate District 2).
 
+Represents [AL State Senate District 2](/us/states/al/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/tracy-estes.md b/data/jurisdictions/us/states/al/people/tracy-estes.md
index 99af3f286c..529a69c807 100644
--- a/data/jurisdictions/us/states/al/people/tracy-estes.md
+++ b/data/jurisdictions/us/states/al/people/tracy-estes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 17"
+represents: "us/states/al/districts/house/17"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 17 (AL State House of Representatives District 17).
 
+Represents [AL State House of Representatives District 17](/us/states/al/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/travis-hendrix.md b/data/jurisdictions/us/states/al/people/travis-hendrix.md
index fd0163997c..8777dc4d09 100644
--- a/data/jurisdictions/us/states/al/people/travis-hendrix.md
+++ b/data/jurisdictions/us/states/al/people/travis-hendrix.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 55"
+represents: "us/states/al/districts/house/55"
 tenure:
   start: "2023-10-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 55 (AL State House of Representatives District 55).
 
+Represents [AL State House of Representatives District 55](/us/states/al/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/troy-stubbs.md b/data/jurisdictions/us/states/al/people/troy-stubbs.md
index a2c7b248cc..f27113b355 100644
--- a/data/jurisdictions/us/states/al/people/troy-stubbs.md
+++ b/data/jurisdictions/us/states/al/people/troy-stubbs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 31"
+represents: "us/states/al/districts/house/31"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 31 (AL State House of Representatives District 31).
 
+Represents [AL State House of Representatives District 31](/us/states/al/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/van-smith.md b/data/jurisdictions/us/states/al/people/van-smith.md
index d1de3b9570..8150f067a2 100644
--- a/data/jurisdictions/us/states/al/people/van-smith.md
+++ b/data/jurisdictions/us/states/al/people/van-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State House of Representatives District 42"
+represents: "us/states/al/districts/house/42"
 tenure:
   start: "2019-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL House District 42 (AL State House of Representatives District 42).
 
+Represents [AL State House of Representatives District 42](/us/states/al/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/vivian-figures.md b/data/jurisdictions/us/states/al/people/vivian-figures.md
index 4bf17d32af..3ecedb9318 100644
--- a/data/jurisdictions/us/states/al/people/vivian-figures.md
+++ b/data/jurisdictions/us/states/al/people/vivian-figures.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 33"
+represents: "us/states/al/districts/senate/33"
 tenure:
   start: "1997-01-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 33 (AL State Senate District 33).
 
+Represents [AL State Senate District 33](/us/states/al/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/wes-kitchens.md b/data/jurisdictions/us/states/al/people/wes-kitchens.md
index bc3715f756..0faf875d6f 100644
--- a/data/jurisdictions/us/states/al/people/wes-kitchens.md
+++ b/data/jurisdictions/us/states/al/people/wes-kitchens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 9"
+represents: "us/states/al/districts/senate/9"
 tenure:
   start: "2024-01-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 9 (AL State Senate District 9).
 
+Represents [AL State Senate District 9](/us/states/al/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/al/people/will-barfoot.md b/data/jurisdictions/us/states/al/people/will-barfoot.md
index d0699cd50c..497dd2a290 100644
--- a/data/jurisdictions/us/states/al/people/will-barfoot.md
+++ b/data/jurisdictions/us/states/al/people/will-barfoot.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AL"
 district: "AL State Senate District 25"
+represents: "us/states/al/districts/senate/25"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AL Senate District 25 (AL State Senate District 25).
 
+Represents [AL State Senate District 25](/us/states/al/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/counties/arkansas/index.md b/data/jurisdictions/us/states/ar/counties/arkansas/index.md
index d398009572..fb3b89ed19 100644
--- a/data/jurisdictions/us/states/ar/counties/arkansas/index.md
+++ b/data/jurisdictions/us/states/ar/counties/arkansas/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 82
   hispanic: 682
   bachelors_plus: 2103
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ar/districts/senate/8"
+    rel: in-district
+    area_weight: 0.584
+  - to: "us/states/ar/districts/senate/10"
+    rel: in-district
+    area_weight: 0.4159
+  - to: "us/states/ar/districts/house/61"
+    rel: in-district
+    area_weight: 0.6122
+  - to: "us/states/ar/districts/house/62"
+    rel: in-district
+    area_weight: 0.3575
+  - to: "us/states/ar/districts/house/65"
+    rel: in-district
+    area_weight: 0.0303
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 682 |
 | Bachelor's or higher | 2103 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 8](/us/states/ar/districts/senate/8.md) — 58% (state senate)
+- [AR Senate District 10](/us/states/ar/districts/senate/10.md) — 42% (state senate)
+- [AR House District 61](/us/states/ar/districts/house/61.md) — 61% (state house)
+- [AR House District 62](/us/states/ar/districts/house/62.md) — 36% (state house)
+- [AR House District 65](/us/states/ar/districts/house/65.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/ashley/index.md b/data/jurisdictions/us/states/ar/counties/ashley/index.md
index 93f00fcbf2..36475cf7de 100644
--- a/data/jurisdictions/us/states/ar/counties/ashley/index.md
+++ b/data/jurisdictions/us/states/ar/counties/ashley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 39
   hispanic: 1176
   bachelors_plus: 2154
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/house/95"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1176 |
 | Bachelor's or higher | 2154 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 1](/us/states/ar/districts/senate/1.md) — 100% (state senate)
+- [AR House District 95](/us/states/ar/districts/house/95.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/baxter/index.md b/data/jurisdictions/us/states/ar/counties/baxter/index.md
index 83fbe1f47b..cbe94b3807 100644
--- a/data/jurisdictions/us/states/ar/counties/baxter/index.md
+++ b/data/jurisdictions/us/states/ar/counties/baxter/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 171
   hispanic: 1222
   bachelors_plus: 8035
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/house/3"
+    rel: in-district
+    area_weight: 0.4721
+  - to: "us/states/ar/districts/house/4"
+    rel: in-district
+    area_weight: 0.4465
+  - to: "us/states/ar/districts/house/27"
+    rel: in-district
+    area_weight: 0.0814
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1222 |
 | Bachelor's or higher | 8035 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 23](/us/states/ar/districts/senate/23.md) — 100% (state senate)
+- [AR House District 3](/us/states/ar/districts/house/3.md) — 47% (state house)
+- [AR House District 4](/us/states/ar/districts/house/4.md) — 45% (state house)
+- [AR House District 27](/us/states/ar/districts/house/27.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/benton/index.md b/data/jurisdictions/us/states/ar/counties/benton/index.md
index 57aa3c56da..658c0c829e 100644
--- a/data/jurisdictions/us/states/ar/counties/benton/index.md
+++ b/data/jurisdictions/us/states/ar/counties/benton/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 3417
   hispanic: 56188
   bachelors_plus: 102124
+districts:
+  - to: "us/states/ar/districts/03"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/senate/32"
+    rel: in-district
+    area_weight: 0.3448
+  - to: "us/states/ar/districts/senate/35"
+    rel: in-district
+    area_weight: 0.3029
+  - to: "us/states/ar/districts/senate/33"
+    rel: in-district
+    area_weight: 0.21
+  - to: "us/states/ar/districts/senate/34"
+    rel: in-district
+    area_weight: 0.1419
+  - to: "us/states/ar/districts/house/12"
+    rel: in-district
+    area_weight: 0.2516
+  - to: "us/states/ar/districts/house/7"
+    rel: in-district
+    area_weight: 0.2425
+  - to: "us/states/ar/districts/house/17"
+    rel: in-district
+    area_weight: 0.1767
+  - to: "us/states/ar/districts/house/8"
+    rel: in-district
+    area_weight: 0.083
+  - to: "us/states/ar/districts/house/16"
+    rel: in-district
+    area_weight: 0.0774
+  - to: "us/states/ar/districts/house/14"
+    rel: in-district
+    area_weight: 0.0575
+  - to: "us/states/ar/districts/house/10"
+    rel: in-district
+    area_weight: 0.0371
+  - to: "us/states/ar/districts/house/11"
+    rel: in-district
+    area_weight: 0.0354
+  - to: "us/states/ar/districts/house/13"
+    rel: in-district
+    area_weight: 0.0215
+  - to: "us/states/ar/districts/house/15"
+    rel: in-district
+    area_weight: 0.0149
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 56188 |
 | Bachelor's or higher | 102124 |
 
+## Districts
+
+- [AR-03](/us/states/ar/districts/03.md) — 100% (congressional)
+- [AR Senate District 32](/us/states/ar/districts/senate/32.md) — 34% (state senate)
+- [AR Senate District 35](/us/states/ar/districts/senate/35.md) — 30% (state senate)
+- [AR Senate District 33](/us/states/ar/districts/senate/33.md) — 21% (state senate)
+- [AR Senate District 34](/us/states/ar/districts/senate/34.md) — 14% (state senate)
+- [AR House District 12](/us/states/ar/districts/house/12.md) — 25% (state house)
+- [AR House District 7](/us/states/ar/districts/house/7.md) — 24% (state house)
+- [AR House District 17](/us/states/ar/districts/house/17.md) — 18% (state house)
+- [AR House District 8](/us/states/ar/districts/house/8.md) — 8% (state house)
+- [AR House District 16](/us/states/ar/districts/house/16.md) — 8% (state house)
+- [AR House District 14](/us/states/ar/districts/house/14.md) — 6% (state house)
+- [AR House District 10](/us/states/ar/districts/house/10.md) — 4% (state house)
+- [AR House District 11](/us/states/ar/districts/house/11.md) — 4% (state house)
+- [AR House District 13](/us/states/ar/districts/house/13.md) — 2% (state house)
+- [AR House District 15](/us/states/ar/districts/house/15.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/boone/index.md b/data/jurisdictions/us/states/ar/counties/boone/index.md
index 40879aaf43..2860a8807f 100644
--- a/data/jurisdictions/us/states/ar/counties/boone/index.md
+++ b/data/jurisdictions/us/states/ar/counties/boone/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 144
   hispanic: 1202
   bachelors_plus: 6115
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ar/districts/senate/28"
+    rel: in-district
+    area_weight: 0.6048
+  - to: "us/states/ar/districts/senate/23"
+    rel: in-district
+    area_weight: 0.3951
+  - to: "us/states/ar/districts/house/5"
+    rel: in-district
+    area_weight: 0.6026
+  - to: "us/states/ar/districts/house/6"
+    rel: in-district
+    area_weight: 0.3971
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1202 |
 | Bachelor's or higher | 6115 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 28](/us/states/ar/districts/senate/28.md) — 60% (state senate)
+- [AR Senate District 23](/us/states/ar/districts/senate/23.md) — 40% (state senate)
+- [AR House District 5](/us/states/ar/districts/house/5.md) — 60% (state house)
+- [AR House District 6](/us/states/ar/districts/house/6.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/bradley/index.md b/data/jurisdictions/us/states/ar/counties/bradley/index.md
index 6494f3de41..1fc974647d 100644
--- a/data/jurisdictions/us/states/ar/counties/bradley/index.md
+++ b/data/jurisdictions/us/states/ar/counties/bradley/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 580
   hispanic: 1628
   bachelors_plus: 1413
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/house/96"
+    rel: in-district
+    area_weight: 0.5751
+  - to: "us/states/ar/districts/house/94"
+    rel: in-district
+    area_weight: 0.4247
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1628 |
 | Bachelor's or higher | 1413 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 1](/us/states/ar/districts/senate/1.md) — 100% (state senate)
+- [AR House District 96](/us/states/ar/districts/house/96.md) — 58% (state house)
+- [AR House District 94](/us/states/ar/districts/house/94.md) — 42% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/calhoun/index.md b/data/jurisdictions/us/states/ar/counties/calhoun/index.md
index 7dd4756b54..62fff7563c 100644
--- a/data/jurisdictions/us/states/ar/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/ar/counties/calhoun/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 30
   hispanic: 140
   bachelors_plus: 926
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/house/96"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 140 |
 | Bachelor's or higher | 926 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 2](/us/states/ar/districts/senate/2.md) — 100% (state senate)
+- [AR House District 96](/us/states/ar/districts/house/96.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/carroll/index.md b/data/jurisdictions/us/states/ar/counties/carroll/index.md
index 736e688871..d041faa93a 100644
--- a/data/jurisdictions/us/states/ar/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/ar/counties/carroll/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 331
   hispanic: 4504
   bachelors_plus: 5481
+districts:
+  - to: "us/states/ar/districts/03"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ar/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ar/districts/house/6"
+    rel: in-district
+    area_weight: 0.6608
+  - to: "us/states/ar/districts/house/26"
+    rel: in-district
+    area_weight: 0.3385
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4504 |
 | Bachelor's or higher | 5481 |
 
+## Districts
+
+- [AR-03](/us/states/ar/districts/03.md) — 100% (congressional)
+- [AR Senate District 28](/us/states/ar/districts/senate/28.md) — 100% (state senate)
+- [AR House District 6](/us/states/ar/districts/house/6.md) — 66% (state house)
+- [AR House District 26](/us/states/ar/districts/house/26.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/chicot/index.md b/data/jurisdictions/us/states/ar/counties/chicot/index.md
index 1c18b04e17..11d9509ccc 100644
--- a/data/jurisdictions/us/states/ar/counties/chicot/index.md
+++ b/data/jurisdictions/us/states/ar/counties/chicot/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 624
   bachelors_plus: 1549
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9949
+  - to: "us/states/ar/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ar/districts/house/95"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 624 |
 | Bachelor's or higher | 1549 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 99% (congressional)
+- [AR Senate District 1](/us/states/ar/districts/senate/1.md) — 100% (state senate)
+- [AR House District 95](/us/states/ar/districts/house/95.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/clark/index.md b/data/jurisdictions/us/states/ar/counties/clark/index.md
index fc40dd7118..7138871fc3 100644
--- a/data/jurisdictions/us/states/ar/counties/clark/index.md
+++ b/data/jurisdictions/us/states/ar/counties/clark/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 19
   hispanic: 1179
   bachelors_plus: 4385
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/house/89"
+    rel: in-district
+    area_weight: 0.9184
+  - to: "us/states/ar/districts/house/90"
+    rel: in-district
+    area_weight: 0.0814
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1179 |
 | Bachelor's or higher | 4385 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 3](/us/states/ar/districts/senate/3.md) — 100% (state senate)
+- [AR House District 89](/us/states/ar/districts/house/89.md) — 92% (state house)
+- [AR House District 90](/us/states/ar/districts/house/90.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/clay/index.md b/data/jurisdictions/us/states/ar/counties/clay/index.md
index 532772362c..61aded9365 100644
--- a/data/jurisdictions/us/states/ar/counties/clay/index.md
+++ b/data/jurisdictions/us/states/ar/counties/clay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 57
   hispanic: 158
   bachelors_plus: 2128
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/ar/districts/senate/21"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ar/districts/house/1"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 158 |
 | Bachelor's or higher | 2128 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 21](/us/states/ar/districts/senate/21.md) — 100% (state senate)
+- [AR House District 1](/us/states/ar/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/cleburne/index.md b/data/jurisdictions/us/states/ar/counties/cleburne/index.md
index f8562cb700..94bb3295a3 100644
--- a/data/jurisdictions/us/states/ar/counties/cleburne/index.md
+++ b/data/jurisdictions/us/states/ar/counties/cleburne/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 123
   hispanic: 747
   bachelors_plus: 4726
+districts:
+  - to: "us/states/ar/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/senate/22"
+    rel: in-district
+    area_weight: 0.5293
+  - to: "us/states/ar/districts/senate/18"
+    rel: in-district
+    area_weight: 0.2899
+  - to: "us/states/ar/districts/senate/24"
+    rel: in-district
+    area_weight: 0.1808
+  - to: "us/states/ar/districts/house/41"
+    rel: in-district
+    area_weight: 0.8904
+  - to: "us/states/ar/districts/house/40"
+    rel: in-district
+    area_weight: 0.081
+  - to: "us/states/ar/districts/house/42"
+    rel: in-district
+    area_weight: 0.0286
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 747 |
 | Bachelor's or higher | 4726 |
 
+## Districts
+
+- [AR-02](/us/states/ar/districts/02.md) — 100% (congressional)
+- [AR Senate District 22](/us/states/ar/districts/senate/22.md) — 53% (state senate)
+- [AR Senate District 18](/us/states/ar/districts/senate/18.md) — 29% (state senate)
+- [AR Senate District 24](/us/states/ar/districts/senate/24.md) — 18% (state senate)
+- [AR House District 41](/us/states/ar/districts/house/41.md) — 89% (state house)
+- [AR House District 40](/us/states/ar/districts/house/40.md) — 8% (state house)
+- [AR House District 42](/us/states/ar/districts/house/42.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/cleveland/index.md b/data/jurisdictions/us/states/ar/counties/cleveland/index.md
index 9addf20741..69e1c72a22 100644
--- a/data/jurisdictions/us/states/ar/counties/cleveland/index.md
+++ b/data/jurisdictions/us/states/ar/counties/cleveland/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 108
   bachelors_plus: 1367
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/house/96"
+    rel: in-district
+    area_weight: 0.6362
+  - to: "us/states/ar/districts/house/93"
+    rel: in-district
+    area_weight: 0.3638
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 108 |
 | Bachelor's or higher | 1367 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 1](/us/states/ar/districts/senate/1.md) — 100% (state senate)
+- [AR House District 96](/us/states/ar/districts/house/96.md) — 64% (state house)
+- [AR House District 93](/us/states/ar/districts/house/93.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/columbia/index.md b/data/jurisdictions/us/states/ar/counties/columbia/index.md
index e7884e2f77..46eda50bf7 100644
--- a/data/jurisdictions/us/states/ar/counties/columbia/index.md
+++ b/data/jurisdictions/us/states/ar/counties/columbia/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 36
   hispanic: 774
   bachelors_plus: 4104
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/house/99"
+    rel: in-district
+    area_weight: 0.757
+  - to: "us/states/ar/districts/house/98"
+    rel: in-district
+    area_weight: 0.2429
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 774 |
 | Bachelor's or higher | 4104 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 3](/us/states/ar/districts/senate/3.md) — 100% (state senate)
+- [AR House District 99](/us/states/ar/districts/house/99.md) — 76% (state house)
+- [AR House District 98](/us/states/ar/districts/house/98.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/conway/index.md b/data/jurisdictions/us/states/ar/counties/conway/index.md
index 2d134ab5f3..dedfe68017 100644
--- a/data/jurisdictions/us/states/ar/counties/conway/index.md
+++ b/data/jurisdictions/us/states/ar/counties/conway/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 90
   hispanic: 1000
   bachelors_plus: 3778
+districts:
+  - to: "us/states/ar/districts/02"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ar/districts/senate/25"
+    rel: in-district
+    area_weight: 0.8909
+  - to: "us/states/ar/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1089
+  - to: "us/states/ar/districts/house/43"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1000 |
 | Bachelor's or higher | 3778 |
 
+## Districts
+
+- [AR-02](/us/states/ar/districts/02.md) — 100% (congressional)
+- [AR Senate District 25](/us/states/ar/districts/senate/25.md) — 89% (state senate)
+- [AR Senate District 5](/us/states/ar/districts/senate/5.md) — 11% (state senate)
+- [AR House District 43](/us/states/ar/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/craighead/index.md b/data/jurisdictions/us/states/ar/counties/craighead/index.md
index ea87b016a9..6692887852 100644
--- a/data/jurisdictions/us/states/ar/counties/craighead/index.md
+++ b/data/jurisdictions/us/states/ar/counties/craighead/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 246
   hispanic: 7146
   bachelors_plus: 30104
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/19"
+    rel: in-district
+    area_weight: 0.7946
+  - to: "us/states/ar/districts/senate/20"
+    rel: in-district
+    area_weight: 0.2051
+  - to: "us/states/ar/districts/house/33"
+    rel: in-district
+    area_weight: 0.4455
+  - to: "us/states/ar/districts/house/38"
+    rel: in-district
+    area_weight: 0.2973
+  - to: "us/states/ar/districts/house/30"
+    rel: in-district
+    area_weight: 0.1347
+  - to: "us/states/ar/districts/house/36"
+    rel: in-district
+    area_weight: 0.0891
+  - to: "us/states/ar/districts/house/32"
+    rel: in-district
+    area_weight: 0.0333
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7146 |
 | Bachelor's or higher | 30104 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 19](/us/states/ar/districts/senate/19.md) — 79% (state senate)
+- [AR Senate District 20](/us/states/ar/districts/senate/20.md) — 21% (state senate)
+- [AR House District 33](/us/states/ar/districts/house/33.md) — 45% (state house)
+- [AR House District 38](/us/states/ar/districts/house/38.md) — 30% (state house)
+- [AR House District 30](/us/states/ar/districts/house/30.md) — 13% (state house)
+- [AR House District 36](/us/states/ar/districts/house/36.md) — 9% (state house)
+- [AR House District 32](/us/states/ar/districts/house/32.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/crawford/index.md b/data/jurisdictions/us/states/ar/counties/crawford/index.md
index 52eab8214b..102775e62a 100644
--- a/data/jurisdictions/us/states/ar/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/ar/counties/crawford/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 558
   hispanic: 5251
   bachelors_plus: 10845
+districts:
+  - to: "us/states/ar/districts/03"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ar/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ar/districts/house/24"
+    rel: in-district
+    area_weight: 0.573
+  - to: "us/states/ar/districts/house/25"
+    rel: in-district
+    area_weight: 0.3284
+  - to: "us/states/ar/districts/house/48"
+    rel: in-district
+    area_weight: 0.0983
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5251 |
 | Bachelor's or higher | 10845 |
 
+## Districts
+
+- [AR-03](/us/states/ar/districts/03.md) — 100% (congressional)
+- [AR Senate District 29](/us/states/ar/districts/senate/29.md) — 100% (state senate)
+- [AR House District 24](/us/states/ar/districts/house/24.md) — 57% (state house)
+- [AR House District 25](/us/states/ar/districts/house/25.md) — 33% (state house)
+- [AR House District 48](/us/states/ar/districts/house/48.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/crittenden/index.md b/data/jurisdictions/us/states/ar/counties/crittenden/index.md
index ed960d5888..525a1ede68 100644
--- a/data/jurisdictions/us/states/ar/counties/crittenden/index.md
+++ b/data/jurisdictions/us/states/ar/counties/crittenden/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 56
   hispanic: 1555
   bachelors_plus: 6810
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ar/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ar/districts/house/35"
+    rel: in-district
+    area_weight: 0.6922
+  - to: "us/states/ar/districts/house/63"
+    rel: in-district
+    area_weight: 0.3064
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1555 |
 | Bachelor's or higher | 6810 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 9](/us/states/ar/districts/senate/9.md) — 100% (state senate)
+- [AR House District 35](/us/states/ar/districts/house/35.md) — 69% (state house)
+- [AR House District 63](/us/states/ar/districts/house/63.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/cross/index.md b/data/jurisdictions/us/states/ar/counties/cross/index.md
index 9b9736cabd..79537143a1 100644
--- a/data/jurisdictions/us/states/ar/counties/cross/index.md
+++ b/data/jurisdictions/us/states/ar/counties/cross/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 43
   hispanic: 378
   bachelors_plus: 2720
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/house/37"
+    rel: in-district
+    area_weight: 0.8584
+  - to: "us/states/ar/districts/house/35"
+    rel: in-district
+    area_weight: 0.1414
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 378 |
 | Bachelor's or higher | 2720 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 10](/us/states/ar/districts/senate/10.md) — 100% (state senate)
+- [AR House District 37](/us/states/ar/districts/house/37.md) — 86% (state house)
+- [AR House District 35](/us/states/ar/districts/house/35.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/dallas/index.md b/data/jurisdictions/us/states/ar/counties/dallas/index.md
index 2dd6c58937..8aa668ae07 100644
--- a/data/jurisdictions/us/states/ar/counties/dallas/index.md
+++ b/data/jurisdictions/us/states/ar/counties/dallas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 71
   bachelors_plus: 715
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ar/districts/house/96"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 71 |
 | Bachelor's or higher | 715 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 2](/us/states/ar/districts/senate/2.md) — 100% (state senate)
+- [AR House District 96](/us/states/ar/districts/house/96.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/desha/index.md b/data/jurisdictions/us/states/ar/counties/desha/index.md
index df0a5436f4..8ad882fb51 100644
--- a/data/jurisdictions/us/states/ar/counties/desha/index.md
+++ b/data/jurisdictions/us/states/ar/counties/desha/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 19
   hispanic: 781
   bachelors_plus: 1329
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/ar/districts/senate/8"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ar/districts/house/62"
+    rel: in-district
+    area_weight: 0.7051
+  - to: "us/states/ar/districts/house/94"
+    rel: in-district
+    area_weight: 0.2003
+  - to: "us/states/ar/districts/house/64"
+    rel: in-district
+    area_weight: 0.094
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 781 |
 | Bachelor's or higher | 1329 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 8](/us/states/ar/districts/senate/8.md) — 100% (state senate)
+- [AR House District 62](/us/states/ar/districts/house/62.md) — 71% (state house)
+- [AR House District 94](/us/states/ar/districts/house/94.md) — 20% (state house)
+- [AR House District 64](/us/states/ar/districts/house/64.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/drew/index.md b/data/jurisdictions/us/states/ar/counties/drew/index.md
index 0b4012f32c..321415ea4c 100644
--- a/data/jurisdictions/us/states/ar/counties/drew/index.md
+++ b/data/jurisdictions/us/states/ar/counties/drew/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 0
   hispanic: 756
   bachelors_plus: 3875
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9494
+  - to: "us/states/ar/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0506
+  - to: "us/states/ar/districts/house/94"
+    rel: in-district
+    area_weight: 0.9301
+  - to: "us/states/ar/districts/house/93"
+    rel: in-district
+    area_weight: 0.0697
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 756 |
 | Bachelor's or higher | 3875 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 1](/us/states/ar/districts/senate/1.md) — 95% (state senate)
+- [AR Senate District 8](/us/states/ar/districts/senate/8.md) — 5% (state senate)
+- [AR House District 94](/us/states/ar/districts/house/94.md) — 93% (state house)
+- [AR House District 93](/us/states/ar/districts/house/93.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/faulkner/index.md b/data/jurisdictions/us/states/ar/counties/faulkner/index.md
index 2cdc4192e3..8f50ccb46a 100644
--- a/data/jurisdictions/us/states/ar/counties/faulkner/index.md
+++ b/data/jurisdictions/us/states/ar/counties/faulkner/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 250
   hispanic: 7303
   bachelors_plus: 39045
+districts:
+  - to: "us/states/ar/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/24"
+    rel: in-district
+    area_weight: 0.6783
+  - to: "us/states/ar/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2277
+  - to: "us/states/ar/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0937
+  - to: "us/states/ar/districts/house/42"
+    rel: in-district
+    area_weight: 0.3876
+  - to: "us/states/ar/districts/house/57"
+    rel: in-district
+    area_weight: 0.2753
+  - to: "us/states/ar/districts/house/69"
+    rel: in-district
+    area_weight: 0.1423
+  - to: "us/states/ar/districts/house/54"
+    rel: in-district
+    area_weight: 0.1034
+  - to: "us/states/ar/districts/house/56"
+    rel: in-district
+    area_weight: 0.0677
+  - to: "us/states/ar/districts/house/55"
+    rel: in-district
+    area_weight: 0.0236
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 7303 |
 | Bachelor's or higher | 39045 |
 
+## Districts
+
+- [AR-02](/us/states/ar/districts/02.md) — 100% (congressional)
+- [AR Senate District 24](/us/states/ar/districts/senate/24.md) — 68% (state senate)
+- [AR Senate District 17](/us/states/ar/districts/senate/17.md) — 23% (state senate)
+- [AR Senate District 18](/us/states/ar/districts/senate/18.md) — 9% (state senate)
+- [AR House District 42](/us/states/ar/districts/house/42.md) — 39% (state house)
+- [AR House District 57](/us/states/ar/districts/house/57.md) — 28% (state house)
+- [AR House District 69](/us/states/ar/districts/house/69.md) — 14% (state house)
+- [AR House District 54](/us/states/ar/districts/house/54.md) — 10% (state house)
+- [AR House District 56](/us/states/ar/districts/house/56.md) — 7% (state house)
+- [AR House District 55](/us/states/ar/districts/house/55.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/franklin/index.md b/data/jurisdictions/us/states/ar/counties/franklin/index.md
index 779a07e9a3..2dd4d12b66 100644
--- a/data/jurisdictions/us/states/ar/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/ar/counties/franklin/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 168
   hispanic: 577
   bachelors_plus: 2364
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ar/districts/senate/26"
+    rel: in-district
+    area_weight: 0.52
+  - to: "us/states/ar/districts/senate/28"
+    rel: in-district
+    area_weight: 0.48
+  - to: "us/states/ar/districts/house/26"
+    rel: in-district
+    area_weight: 0.5006
+  - to: "us/states/ar/districts/house/46"
+    rel: in-district
+    area_weight: 0.345
+  - to: "us/states/ar/districts/house/25"
+    rel: in-district
+    area_weight: 0.1543
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 577 |
 | Bachelor's or higher | 2364 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 26](/us/states/ar/districts/senate/26.md) — 52% (state senate)
+- [AR Senate District 28](/us/states/ar/districts/senate/28.md) — 48% (state senate)
+- [AR House District 26](/us/states/ar/districts/house/26.md) — 50% (state house)
+- [AR House District 46](/us/states/ar/districts/house/46.md) — 34% (state house)
+- [AR House District 25](/us/states/ar/districts/house/25.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/fulton/index.md b/data/jurisdictions/us/states/ar/counties/fulton/index.md
index c5689f2940..10efaf0ec2 100644
--- a/data/jurisdictions/us/states/ar/counties/fulton/index.md
+++ b/data/jurisdictions/us/states/ar/counties/fulton/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 89
   hispanic: 238
   bachelors_plus: 2021
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/senate/23"
+    rel: in-district
+    area_weight: 0.8622
+  - to: "us/states/ar/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1375
+  - to: "us/states/ar/districts/house/2"
+    rel: in-district
+    area_weight: 0.6618
+  - to: "us/states/ar/districts/house/3"
+    rel: in-district
+    area_weight: 0.3378
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 238 |
 | Bachelor's or higher | 2021 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 23](/us/states/ar/districts/senate/23.md) — 86% (state senate)
+- [AR Senate District 22](/us/states/ar/districts/senate/22.md) — 14% (state senate)
+- [AR House District 2](/us/states/ar/districts/house/2.md) — 66% (state house)
+- [AR House District 3](/us/states/ar/districts/house/3.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/garland/index.md b/data/jurisdictions/us/states/ar/counties/garland/index.md
index 68b2e712e8..21ee970444 100644
--- a/data/jurisdictions/us/states/ar/counties/garland/index.md
+++ b/data/jurisdictions/us/states/ar/counties/garland/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 421
   hispanic: 7484
   bachelors_plus: 25200
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ar/districts/senate/6"
+    rel: in-district
+    area_weight: 0.8436
+  - to: "us/states/ar/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1562
+  - to: "us/states/ar/districts/house/85"
+    rel: in-district
+    area_weight: 0.6605
+  - to: "us/states/ar/districts/house/84"
+    rel: in-district
+    area_weight: 0.1829
+  - to: "us/states/ar/districts/house/90"
+    rel: in-district
+    area_weight: 0.0749
+  - to: "us/states/ar/districts/house/91"
+    rel: in-district
+    area_weight: 0.0471
+  - to: "us/states/ar/districts/house/89"
+    rel: in-district
+    area_weight: 0.0344
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 7484 |
 | Bachelor's or higher | 25200 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 6](/us/states/ar/districts/senate/6.md) — 84% (state senate)
+- [AR Senate District 7](/us/states/ar/districts/senate/7.md) — 16% (state senate)
+- [AR House District 85](/us/states/ar/districts/house/85.md) — 66% (state house)
+- [AR House District 84](/us/states/ar/districts/house/84.md) — 18% (state house)
+- [AR House District 90](/us/states/ar/districts/house/90.md) — 7% (state house)
+- [AR House District 91](/us/states/ar/districts/house/91.md) — 5% (state house)
+- [AR House District 89](/us/states/ar/districts/house/89.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/grant/index.md b/data/jurisdictions/us/states/ar/counties/grant/index.md
index 5d9da364e2..432fbedb45 100644
--- a/data/jurisdictions/us/states/ar/counties/grant/index.md
+++ b/data/jurisdictions/us/states/ar/counties/grant/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 26
   hispanic: 522
   bachelors_plus: 3431
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ar/districts/senate/2"
+    rel: in-district
+    area_weight: 0.4705
+  - to: "us/states/ar/districts/senate/1"
+    rel: in-district
+    area_weight: 0.2694
+  - to: "us/states/ar/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2601
+  - to: "us/states/ar/districts/house/92"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 522 |
 | Bachelor's or higher | 3431 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 2](/us/states/ar/districts/senate/2.md) — 47% (state senate)
+- [AR Senate District 1](/us/states/ar/districts/senate/1.md) — 27% (state senate)
+- [AR Senate District 7](/us/states/ar/districts/senate/7.md) — 26% (state senate)
+- [AR House District 92](/us/states/ar/districts/house/92.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/greene/index.md b/data/jurisdictions/us/states/ar/counties/greene/index.md
index 8bed6c7fa0..21c246b4c5 100644
--- a/data/jurisdictions/us/states/ar/counties/greene/index.md
+++ b/data/jurisdictions/us/states/ar/counties/greene/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 19
   hispanic: 1741
   bachelors_plus: 7266
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ar/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ar/districts/house/1"
+    rel: in-district
+    area_weight: 0.6905
+  - to: "us/states/ar/districts/house/30"
+    rel: in-district
+    area_weight: 0.2086
+  - to: "us/states/ar/districts/house/31"
+    rel: in-district
+    area_weight: 0.1005
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1741 |
 | Bachelor's or higher | 7266 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 21](/us/states/ar/districts/senate/21.md) — 100% (state senate)
+- [AR House District 1](/us/states/ar/districts/house/1.md) — 69% (state house)
+- [AR House District 30](/us/states/ar/districts/house/30.md) — 21% (state house)
+- [AR House District 31](/us/states/ar/districts/house/31.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/hempstead/index.md b/data/jurisdictions/us/states/ar/counties/hempstead/index.md
index cd76158ca0..5f8dbec416 100644
--- a/data/jurisdictions/us/states/ar/counties/hempstead/index.md
+++ b/data/jurisdictions/us/states/ar/counties/hempstead/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 34
   hispanic: 2986
   bachelors_plus: 2959
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/3"
+    rel: in-district
+    area_weight: 0.6736
+  - to: "us/states/ar/districts/senate/4"
+    rel: in-district
+    area_weight: 0.3264
+  - to: "us/states/ar/districts/house/88"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2986 |
 | Bachelor's or higher | 2959 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 3](/us/states/ar/districts/senate/3.md) — 67% (state senate)
+- [AR Senate District 4](/us/states/ar/districts/senate/4.md) — 33% (state senate)
+- [AR House District 88](/us/states/ar/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/hot-spring/index.md b/data/jurisdictions/us/states/ar/counties/hot-spring/index.md
index 2d68c554d6..ca7a834ff1 100644
--- a/data/jurisdictions/us/states/ar/counties/hot-spring/index.md
+++ b/data/jurisdictions/us/states/ar/counties/hot-spring/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 175
   hispanic: 1362
   bachelors_plus: 5817
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/senate/7"
+    rel: in-district
+    area_weight: 0.8186
+  - to: "us/states/ar/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1813
+  - to: "us/states/ar/districts/house/90"
+    rel: in-district
+    area_weight: 0.4889
+  - to: "us/states/ar/districts/house/29"
+    rel: in-district
+    area_weight: 0.4129
+  - to: "us/states/ar/districts/house/89"
+    rel: in-district
+    area_weight: 0.0981
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1362 |
 | Bachelor's or higher | 5817 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 7](/us/states/ar/districts/senate/7.md) — 82% (state senate)
+- [AR Senate District 3](/us/states/ar/districts/senate/3.md) — 18% (state senate)
+- [AR House District 90](/us/states/ar/districts/house/90.md) — 49% (state house)
+- [AR House District 29](/us/states/ar/districts/house/29.md) — 41% (state house)
+- [AR House District 89](/us/states/ar/districts/house/89.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/howard/index.md b/data/jurisdictions/us/states/ar/counties/howard/index.md
index 61e3b22e2d..d3405abfad 100644
--- a/data/jurisdictions/us/states/ar/counties/howard/index.md
+++ b/data/jurisdictions/us/states/ar/counties/howard/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 12
   hispanic: 1582
   bachelors_plus: 1807
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/house/86"
+    rel: in-district
+    area_weight: 0.6247
+  - to: "us/states/ar/districts/house/88"
+    rel: in-district
+    area_weight: 0.3047
+  - to: "us/states/ar/districts/house/87"
+    rel: in-district
+    area_weight: 0.0706
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1582 |
 | Bachelor's or higher | 1807 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 4](/us/states/ar/districts/senate/4.md) — 100% (state senate)
+- [AR House District 86](/us/states/ar/districts/house/86.md) — 62% (state house)
+- [AR House District 88](/us/states/ar/districts/house/88.md) — 30% (state house)
+- [AR House District 87](/us/states/ar/districts/house/87.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/independence/index.md b/data/jurisdictions/us/states/ar/counties/independence/index.md
index cbcd350b57..2cbffb2653 100644
--- a/data/jurisdictions/us/states/ar/counties/independence/index.md
+++ b/data/jurisdictions/us/states/ar/counties/independence/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 228
   hispanic: 3382
   bachelors_plus: 6119
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/house/28"
+    rel: in-district
+    area_weight: 0.5006
+  - to: "us/states/ar/districts/house/40"
+    rel: in-district
+    area_weight: 0.2953
+  - to: "us/states/ar/districts/house/39"
+    rel: in-district
+    area_weight: 0.204
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3382 |
 | Bachelor's or higher | 6119 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 22](/us/states/ar/districts/senate/22.md) — 100% (state senate)
+- [AR House District 28](/us/states/ar/districts/house/28.md) — 50% (state house)
+- [AR House District 40](/us/states/ar/districts/house/40.md) — 30% (state house)
+- [AR House District 39](/us/states/ar/districts/house/39.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/izard/index.md b/data/jurisdictions/us/states/ar/counties/izard/index.md
index 1983b6b81b..7f0406aa9b 100644
--- a/data/jurisdictions/us/states/ar/counties/izard/index.md
+++ b/data/jurisdictions/us/states/ar/counties/izard/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 86
   hispanic: 414
   bachelors_plus: 2733
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/23"
+    rel: in-district
+    area_weight: 0.7521
+  - to: "us/states/ar/districts/senate/22"
+    rel: in-district
+    area_weight: 0.2478
+  - to: "us/states/ar/districts/house/27"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 414 |
 | Bachelor's or higher | 2733 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 23](/us/states/ar/districts/senate/23.md) — 75% (state senate)
+- [AR Senate District 22](/us/states/ar/districts/senate/22.md) — 25% (state senate)
+- [AR House District 27](/us/states/ar/districts/house/27.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/jackson/index.md b/data/jurisdictions/us/states/ar/counties/jackson/index.md
index 5b914798c1..1ac6b0ea82 100644
--- a/data/jurisdictions/us/states/ar/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/ar/counties/jackson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 78
   hispanic: 544
   bachelors_plus: 2369
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ar/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/house/39"
+    rel: in-district
+    area_weight: 0.4544
+  - to: "us/states/ar/districts/house/61"
+    rel: in-district
+    area_weight: 0.2997
+  - to: "us/states/ar/districts/house/38"
+    rel: in-district
+    area_weight: 0.2457
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 544 |
 | Bachelor's or higher | 2369 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 10](/us/states/ar/districts/senate/10.md) — 100% (state senate)
+- [AR House District 39](/us/states/ar/districts/house/39.md) — 45% (state house)
+- [AR House District 61](/us/states/ar/districts/house/61.md) — 30% (state house)
+- [AR House District 38](/us/states/ar/districts/house/38.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/jefferson/index.md b/data/jurisdictions/us/states/ar/counties/jefferson/index.md
index 20bbab4c16..152488d387 100644
--- a/data/jurisdictions/us/states/ar/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/ar/counties/jefferson/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 238
   hispanic: 1735
   bachelors_plus: 11473
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/ar/districts/senate/8"
+    rel: in-district
+    area_weight: 0.8581
+  - to: "us/states/ar/districts/senate/1"
+    rel: in-district
+    area_weight: 0.1419
+  - to: "us/states/ar/districts/house/65"
+    rel: in-district
+    area_weight: 0.5754
+  - to: "us/states/ar/districts/house/93"
+    rel: in-district
+    area_weight: 0.2552
+  - to: "us/states/ar/districts/house/64"
+    rel: in-district
+    area_weight: 0.1692
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1735 |
 | Bachelor's or higher | 11473 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 8](/us/states/ar/districts/senate/8.md) — 86% (state senate)
+- [AR Senate District 1](/us/states/ar/districts/senate/1.md) — 14% (state senate)
+- [AR House District 65](/us/states/ar/districts/house/65.md) — 58% (state house)
+- [AR House District 93](/us/states/ar/districts/house/93.md) — 26% (state house)
+- [AR House District 64](/us/states/ar/districts/house/64.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/johnson/index.md b/data/jurisdictions/us/states/ar/counties/johnson/index.md
index f59ff232cd..92807c8a47 100644
--- a/data/jurisdictions/us/states/ar/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/ar/counties/johnson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 156
   hispanic: 3606
   bachelors_plus: 3997
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/26"
+    rel: in-district
+    area_weight: 0.5944
+  - to: "us/states/ar/districts/senate/28"
+    rel: in-district
+    area_weight: 0.4054
+  - to: "us/states/ar/districts/house/45"
+    rel: in-district
+    area_weight: 0.973
+  - to: "us/states/ar/districts/house/46"
+    rel: in-district
+    area_weight: 0.0267
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3606 |
 | Bachelor's or higher | 3997 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 26](/us/states/ar/districts/senate/26.md) — 59% (state senate)
+- [AR Senate District 28](/us/states/ar/districts/senate/28.md) — 41% (state senate)
+- [AR House District 45](/us/states/ar/districts/house/45.md) — 97% (state house)
+- [AR House District 46](/us/states/ar/districts/house/46.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/lafayette/index.md b/data/jurisdictions/us/states/ar/counties/lafayette/index.md
index fd4cd5837e..227fc83cf7 100644
--- a/data/jurisdictions/us/states/ar/counties/lafayette/index.md
+++ b/data/jurisdictions/us/states/ar/counties/lafayette/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 14
   hispanic: 36
   bachelors_plus: 508
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/house/99"
+    rel: in-district
+    area_weight: 0.8259
+  - to: "us/states/ar/districts/house/98"
+    rel: in-district
+    area_weight: 0.174
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 36 |
 | Bachelor's or higher | 508 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 3](/us/states/ar/districts/senate/3.md) — 100% (state senate)
+- [AR House District 99](/us/states/ar/districts/house/99.md) — 83% (state house)
+- [AR House District 98](/us/states/ar/districts/house/98.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/lawrence/index.md b/data/jurisdictions/us/states/ar/counties/lawrence/index.md
index a44cff5e6a..1c7d9975c0 100644
--- a/data/jurisdictions/us/states/ar/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/ar/counties/lawrence/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 9
   hispanic: 362
   bachelors_plus: 2114
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/22"
+    rel: in-district
+    area_weight: 0.7762
+  - to: "us/states/ar/districts/senate/21"
+    rel: in-district
+    area_weight: 0.2237
+  - to: "us/states/ar/districts/house/28"
+    rel: in-district
+    area_weight: 0.7763
+  - to: "us/states/ar/districts/house/30"
+    rel: in-district
+    area_weight: 0.2235
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 362 |
 | Bachelor's or higher | 2114 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 22](/us/states/ar/districts/senate/22.md) — 78% (state senate)
+- [AR Senate District 21](/us/states/ar/districts/senate/21.md) — 22% (state senate)
+- [AR House District 28](/us/states/ar/districts/house/28.md) — 78% (state house)
+- [AR House District 30](/us/states/ar/districts/house/30.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/lee/index.md b/data/jurisdictions/us/states/ar/counties/lee/index.md
index 69803b931c..855cdd2cd5 100644
--- a/data/jurisdictions/us/states/ar/counties/lee/index.md
+++ b/data/jurisdictions/us/states/ar/counties/lee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 263
   bachelors_plus: 549
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/ar/districts/senate/9"
+    rel: in-district
+    area_weight: 0.5494
+  - to: "us/states/ar/districts/senate/10"
+    rel: in-district
+    area_weight: 0.4503
+  - to: "us/states/ar/districts/house/62"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 263 |
 | Bachelor's or higher | 549 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 9](/us/states/ar/districts/senate/9.md) — 55% (state senate)
+- [AR Senate District 10](/us/states/ar/districts/senate/10.md) — 45% (state senate)
+- [AR House District 62](/us/states/ar/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/lincoln/index.md b/data/jurisdictions/us/states/ar/counties/lincoln/index.md
index 9fd364625d..e3ed0c7156 100644
--- a/data/jurisdictions/us/states/ar/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/ar/counties/lincoln/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 14
   hispanic: 662
   bachelors_plus: 1575
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/ar/districts/senate/8"
+    rel: in-district
+    area_weight: 0.5365
+  - to: "us/states/ar/districts/senate/1"
+    rel: in-district
+    area_weight: 0.4635
+  - to: "us/states/ar/districts/house/93"
+    rel: in-district
+    area_weight: 0.6525
+  - to: "us/states/ar/districts/house/64"
+    rel: in-district
+    area_weight: 0.3452
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 662 |
 | Bachelor's or higher | 1575 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 8](/us/states/ar/districts/senate/8.md) — 54% (state senate)
+- [AR Senate District 1](/us/states/ar/districts/senate/1.md) — 46% (state senate)
+- [AR House District 93](/us/states/ar/districts/house/93.md) — 65% (state house)
+- [AR House District 64](/us/states/ar/districts/house/64.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/little-river/index.md b/data/jurisdictions/us/states/ar/counties/little-river/index.md
index 45d32e787b..22c8c43f01 100644
--- a/data/jurisdictions/us/states/ar/counties/little-river/index.md
+++ b/data/jurisdictions/us/states/ar/counties/little-river/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 75
   hispanic: 474
   bachelors_plus: 1957
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9845
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/ar/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ar/districts/house/87"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 474 |
 | Bachelor's or higher | 1957 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 98% (congressional)
+- [TX-04](/us/states/tx/districts/04.md) — 1% (congressional)
+- [TX-01](/us/states/tx/districts/01.md) — 1% (congressional)
+- [AR Senate District 4](/us/states/ar/districts/senate/4.md) — 100% (state senate)
+- [AR House District 87](/us/states/ar/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/logan/index.md b/data/jurisdictions/us/states/ar/counties/logan/index.md
index 557a2a39ce..6f6f3a589d 100644
--- a/data/jurisdictions/us/states/ar/counties/logan/index.md
+++ b/data/jurisdictions/us/states/ar/counties/logan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 23
   hispanic: 744
   bachelors_plus: 3288
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/26"
+    rel: in-district
+    area_weight: 0.7968
+  - to: "us/states/ar/districts/senate/5"
+    rel: in-district
+    area_weight: 0.2032
+  - to: "us/states/ar/districts/house/46"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 744 |
 | Bachelor's or higher | 3288 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 26](/us/states/ar/districts/senate/26.md) — 80% (state senate)
+- [AR Senate District 5](/us/states/ar/districts/senate/5.md) — 20% (state senate)
+- [AR House District 46](/us/states/ar/districts/house/46.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/lonoke/index.md b/data/jurisdictions/us/states/ar/counties/lonoke/index.md
index 98f7f40a4e..61eff1842e 100644
--- a/data/jurisdictions/us/states/ar/counties/lonoke/index.md
+++ b/data/jurisdictions/us/states/ar/counties/lonoke/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 216
   hispanic: 4064
   bachelors_plus: 14983
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/ar/districts/senate/11"
+    rel: in-district
+    area_weight: 0.4362
+  - to: "us/states/ar/districts/senate/8"
+    rel: in-district
+    area_weight: 0.2919
+  - to: "us/states/ar/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2718
+  - to: "us/states/ar/districts/house/60"
+    rel: in-district
+    area_weight: 0.8194
+  - to: "us/states/ar/districts/house/59"
+    rel: in-district
+    area_weight: 0.0938
+  - to: "us/states/ar/districts/house/68"
+    rel: in-district
+    area_weight: 0.0641
+  - to: "us/states/ar/districts/house/57"
+    rel: in-district
+    area_weight: 0.0225
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4064 |
 | Bachelor's or higher | 14983 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 11](/us/states/ar/districts/senate/11.md) — 44% (state senate)
+- [AR Senate District 8](/us/states/ar/districts/senate/8.md) — 29% (state senate)
+- [AR Senate District 10](/us/states/ar/districts/senate/10.md) — 27% (state senate)
+- [AR House District 60](/us/states/ar/districts/house/60.md) — 82% (state house)
+- [AR House District 59](/us/states/ar/districts/house/59.md) — 9% (state house)
+- [AR House District 68](/us/states/ar/districts/house/68.md) — 6% (state house)
+- [AR House District 57](/us/states/ar/districts/house/57.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/madison/index.md b/data/jurisdictions/us/states/ar/counties/madison/index.md
index 961f4a5f80..1c5f3c0562 100644
--- a/data/jurisdictions/us/states/ar/counties/madison/index.md
+++ b/data/jurisdictions/us/states/ar/counties/madison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 272
   hispanic: 1125
   bachelors_plus: 2137
+districts:
+  - to: "us/states/ar/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ar/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/house/26"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1125 |
 | Bachelor's or higher | 2137 |
 
+## Districts
+
+- [AR-03](/us/states/ar/districts/03.md) — 100% (congressional)
+- [AR Senate District 28](/us/states/ar/districts/senate/28.md) — 100% (state senate)
+- [AR House District 26](/us/states/ar/districts/house/26.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/marion/index.md b/data/jurisdictions/us/states/ar/counties/marion/index.md
index b8bc2eb3ae..d30a6d5a05 100644
--- a/data/jurisdictions/us/states/ar/counties/marion/index.md
+++ b/data/jurisdictions/us/states/ar/counties/marion/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 232
   hispanic: 470
   bachelors_plus: 2807
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ar/districts/house/4"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 470 |
 | Bachelor's or higher | 2807 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 23](/us/states/ar/districts/senate/23.md) — 100% (state senate)
+- [AR House District 4](/us/states/ar/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/miller/index.md b/data/jurisdictions/us/states/ar/counties/miller/index.md
index 3b2a9ed9a8..614c5ff9a4 100644
--- a/data/jurisdictions/us/states/ar/counties/miller/index.md
+++ b/data/jurisdictions/us/states/ar/counties/miller/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 258
   hispanic: 1754
   bachelors_plus: 6211
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ar/districts/house/99"
+    rel: in-district
+    area_weight: 0.7354
+  - to: "us/states/ar/districts/house/88"
+    rel: in-district
+    area_weight: 0.1815
+  - to: "us/states/ar/districts/house/100"
+    rel: in-district
+    area_weight: 0.0828
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1754 |
 | Bachelor's or higher | 6211 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 4](/us/states/ar/districts/senate/4.md) — 100% (state senate)
+- [AR House District 99](/us/states/ar/districts/house/99.md) — 74% (state house)
+- [AR House District 88](/us/states/ar/districts/house/88.md) — 18% (state house)
+- [AR House District 100](/us/states/ar/districts/house/100.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/mississippi/index.md b/data/jurisdictions/us/states/ar/counties/mississippi/index.md
index bddd6c647b..6c6dc77592 100644
--- a/data/jurisdictions/us/states/ar/counties/mississippi/index.md
+++ b/data/jurisdictions/us/states/ar/counties/mississippi/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 72
   hispanic: 1911
   bachelors_plus: 4920
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/ar/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ar/districts/house/33"
+    rel: in-district
+    area_weight: 0.5334
+  - to: "us/states/ar/districts/house/34"
+    rel: in-district
+    area_weight: 0.4659
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1911 |
 | Bachelor's or higher | 4920 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 19](/us/states/ar/districts/senate/19.md) — 100% (state senate)
+- [AR House District 33](/us/states/ar/districts/house/33.md) — 53% (state house)
+- [AR House District 34](/us/states/ar/districts/house/34.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/monroe/index.md b/data/jurisdictions/us/states/ar/counties/monroe/index.md
index c4736756f9..b122ec345a 100644
--- a/data/jurisdictions/us/states/ar/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/ar/counties/monroe/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 193
   bachelors_plus: 721
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/house/62"
+    rel: in-district
+    area_weight: 0.5594
+  - to: "us/states/ar/districts/house/61"
+    rel: in-district
+    area_weight: 0.4406
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 193 |
 | Bachelor's or higher | 721 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 10](/us/states/ar/districts/senate/10.md) — 100% (state senate)
+- [AR House District 62](/us/states/ar/districts/house/62.md) — 56% (state house)
+- [AR House District 61](/us/states/ar/districts/house/61.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/montgomery/index.md b/data/jurisdictions/us/states/ar/counties/montgomery/index.md
index 8316a4ca87..6285d43781 100644
--- a/data/jurisdictions/us/states/ar/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/ar/counties/montgomery/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 113
   hispanic: 424
   bachelors_plus: 1406
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/house/86"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 424 |
 | Bachelor's or higher | 1406 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 5](/us/states/ar/districts/senate/5.md) — 100% (state senate)
+- [AR House District 86](/us/states/ar/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/nevada/index.md b/data/jurisdictions/us/states/ar/counties/nevada/index.md
index 52073384eb..4adb83826c 100644
--- a/data/jurisdictions/us/states/ar/counties/nevada/index.md
+++ b/data/jurisdictions/us/states/ar/counties/nevada/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 392
   bachelors_plus: 938
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/house/89"
+    rel: in-district
+    area_weight: 0.7911
+  - to: "us/states/ar/districts/house/98"
+    rel: in-district
+    area_weight: 0.2088
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 392 |
 | Bachelor's or higher | 938 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 3](/us/states/ar/districts/senate/3.md) — 100% (state senate)
+- [AR House District 89](/us/states/ar/districts/house/89.md) — 79% (state house)
+- [AR House District 98](/us/states/ar/districts/house/98.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/newton/index.md b/data/jurisdictions/us/states/ar/counties/newton/index.md
index 13160a69df..8fe33994e4 100644
--- a/data/jurisdictions/us/states/ar/counties/newton/index.md
+++ b/data/jurisdictions/us/states/ar/counties/newton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 46
   hispanic: 118
   bachelors_plus: 1093
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ar/districts/senate/28"
+    rel: in-district
+    area_weight: 0.7701
+  - to: "us/states/ar/districts/senate/24"
+    rel: in-district
+    area_weight: 0.2299
+  - to: "us/states/ar/districts/house/27"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 118 |
 | Bachelor's or higher | 1093 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 28](/us/states/ar/districts/senate/28.md) — 77% (state senate)
+- [AR Senate District 24](/us/states/ar/districts/senate/24.md) — 23% (state senate)
+- [AR House District 27](/us/states/ar/districts/house/27.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/ouachita/index.md b/data/jurisdictions/us/states/ar/counties/ouachita/index.md
index d52fcf21df..0dd9dd8dd7 100644
--- a/data/jurisdictions/us/states/ar/counties/ouachita/index.md
+++ b/data/jurisdictions/us/states/ar/counties/ouachita/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 49
   hispanic: 575
   bachelors_plus: 3441
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/house/98"
+    rel: in-district
+    area_weight: 0.7098
+  - to: "us/states/ar/districts/house/96"
+    rel: in-district
+    area_weight: 0.2901
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 575 |
 | Bachelor's or higher | 3441 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 2](/us/states/ar/districts/senate/2.md) — 100% (state senate)
+- [AR House District 98](/us/states/ar/districts/house/98.md) — 71% (state house)
+- [AR House District 96](/us/states/ar/districts/house/96.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/perry/index.md b/data/jurisdictions/us/states/ar/counties/perry/index.md
index 3d32a5b6e2..c2e960271e 100644
--- a/data/jurisdictions/us/states/ar/counties/perry/index.md
+++ b/data/jurisdictions/us/states/ar/counties/perry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 40
   hispanic: 353
   bachelors_plus: 1527
+districts:
+  - to: "us/states/ar/districts/02"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ar/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/house/54"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 353 |
 | Bachelor's or higher | 1527 |
 
+## Districts
+
+- [AR-02](/us/states/ar/districts/02.md) — 100% (congressional)
+- [AR Senate District 5](/us/states/ar/districts/senate/5.md) — 100% (state senate)
+- [AR House District 54](/us/states/ar/districts/house/54.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/phillips/index.md b/data/jurisdictions/us/states/ar/counties/phillips/index.md
index 3f3952cc91..73e0a7c454 100644
--- a/data/jurisdictions/us/states/ar/counties/phillips/index.md
+++ b/data/jurisdictions/us/states/ar/counties/phillips/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 320
   bachelors_plus: 2092
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/ar/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ar/districts/house/62"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 320 |
 | Bachelor's or higher | 2092 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 9](/us/states/ar/districts/senate/9.md) — 100% (state senate)
+- [AR House District 62](/us/states/ar/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/pike/index.md b/data/jurisdictions/us/states/ar/counties/pike/index.md
index 91a89078e7..b573e57fb9 100644
--- a/data/jurisdictions/us/states/ar/counties/pike/index.md
+++ b/data/jurisdictions/us/states/ar/counties/pike/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 30
   hispanic: 807
   bachelors_plus: 1853
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/3"
+    rel: in-district
+    area_weight: 0.5194
+  - to: "us/states/ar/districts/senate/5"
+    rel: in-district
+    area_weight: 0.4805
+  - to: "us/states/ar/districts/house/89"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 807 |
 | Bachelor's or higher | 1853 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 3](/us/states/ar/districts/senate/3.md) — 52% (state senate)
+- [AR Senate District 5](/us/states/ar/districts/senate/5.md) — 48% (state senate)
+- [AR House District 89](/us/states/ar/districts/house/89.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/poinsett/index.md b/data/jurisdictions/us/states/ar/counties/poinsett/index.md
index 2cd94a6d48..43ef2f3d72 100644
--- a/data/jurisdictions/us/states/ar/counties/poinsett/index.md
+++ b/data/jurisdictions/us/states/ar/counties/poinsett/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 109
   hispanic: 859
   bachelors_plus: 2293
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/19"
+    rel: in-district
+    area_weight: 0.7798
+  - to: "us/states/ar/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2202
+  - to: "us/states/ar/districts/house/37"
+    rel: in-district
+    area_weight: 0.407
+  - to: "us/states/ar/districts/house/38"
+    rel: in-district
+    area_weight: 0.4024
+  - to: "us/states/ar/districts/house/36"
+    rel: in-district
+    area_weight: 0.1905
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 859 |
 | Bachelor's or higher | 2293 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 19](/us/states/ar/districts/senate/19.md) — 78% (state senate)
+- [AR Senate District 10](/us/states/ar/districts/senate/10.md) — 22% (state senate)
+- [AR House District 37](/us/states/ar/districts/house/37.md) — 41% (state house)
+- [AR House District 38](/us/states/ar/districts/house/38.md) — 40% (state house)
+- [AR House District 36](/us/states/ar/districts/house/36.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/polk/index.md b/data/jurisdictions/us/states/ar/counties/polk/index.md
index 093cde5b06..cadf33e613 100644
--- a/data/jurisdictions/us/states/ar/counties/polk/index.md
+++ b/data/jurisdictions/us/states/ar/counties/polk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 154
   hispanic: 1352
   bachelors_plus: 3065
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ar/districts/house/86"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1352 |
 | Bachelor's or higher | 3065 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 5](/us/states/ar/districts/senate/5.md) — 100% (state senate)
+- [AR House District 86](/us/states/ar/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/pope/index.md b/data/jurisdictions/us/states/ar/counties/pope/index.md
index c041470163..193b3b0d5a 100644
--- a/data/jurisdictions/us/states/ar/counties/pope/index.md
+++ b/data/jurisdictions/us/states/ar/counties/pope/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 496
   hispanic: 7074
   bachelors_plus: 13535
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9898
+  - to: "us/states/ar/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0101
+  - to: "us/states/ar/districts/house/45"
+    rel: in-district
+    area_weight: 0.1501
+  - to: "us/states/ar/districts/house/53"
+    rel: in-district
+    area_weight: 0.0598
+  - to: "us/states/ar/districts/house/54"
+    rel: in-district
+    area_weight: 0.0101
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 7074 |
 | Bachelor's or higher | 13535 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 25](/us/states/ar/districts/senate/25.md) — 99% (state senate)
+- [AR Senate District 5](/us/states/ar/districts/senate/5.md) — 1% (state senate)
+- [AR House District 45](/us/states/ar/districts/house/45.md) — 15% (state house)
+- [AR House District 53](/us/states/ar/districts/house/53.md) — 6% (state house)
+- [AR House District 54](/us/states/ar/districts/house/54.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/prairie/index.md b/data/jurisdictions/us/states/ar/counties/prairie/index.md
index 6bdd16be3b..ff853f3c5a 100644
--- a/data/jurisdictions/us/states/ar/counties/prairie/index.md
+++ b/data/jurisdictions/us/states/ar/counties/prairie/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 13
   hispanic: 192
   bachelors_plus: 1359
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ar/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/house/60"
+    rel: in-district
+    area_weight: 0.6703
+  - to: "us/states/ar/districts/house/61"
+    rel: in-district
+    area_weight: 0.3296
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 192 |
 | Bachelor's or higher | 1359 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 10](/us/states/ar/districts/senate/10.md) — 100% (state senate)
+- [AR House District 60](/us/states/ar/districts/house/60.md) — 67% (state house)
+- [AR House District 61](/us/states/ar/districts/house/61.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/pulaski/index.md b/data/jurisdictions/us/states/ar/counties/pulaski/index.md
index 5f52c2ecfd..a394fbc64d 100644
--- a/data/jurisdictions/us/states/ar/counties/pulaski/index.md
+++ b/data/jurisdictions/us/states/ar/counties/pulaski/index.md
@@ -22,9 +22,87 @@ demographics:
   race_native: 1170
   hispanic: 33418
   bachelors_plus: 144685
+districts:
+  - to: "us/states/ar/districts/02"
+    rel: in-district
+    area_weight: 0.6957
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.1603
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.144
+  - to: "us/states/ar/districts/senate/12"
+    rel: in-district
+    area_weight: 0.251
+  - to: "us/states/ar/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2086
+  - to: "us/states/ar/districts/senate/8"
+    rel: in-district
+    area_weight: 0.1422
+  - to: "us/states/ar/districts/senate/13"
+    rel: in-district
+    area_weight: 0.1416
+  - to: "us/states/ar/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1024
+  - to: "us/states/ar/districts/senate/15"
+    rel: in-district
+    area_weight: 0.071
+  - to: "us/states/ar/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0476
+  - to: "us/states/ar/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0355
+  - to: "us/states/ar/districts/house/78"
+    rel: in-district
+    area_weight: 0.2277
+  - to: "us/states/ar/districts/house/66"
+    rel: in-district
+    area_weight: 0.1878
+  - to: "us/states/ar/districts/house/80"
+    rel: in-district
+    area_weight: 0.1759
+  - to: "us/states/ar/districts/house/69"
+    rel: in-district
+    area_weight: 0.1199
+  - to: "us/states/ar/districts/house/70"
+    rel: in-district
+    area_weight: 0.0607
+  - to: "us/states/ar/districts/house/71"
+    rel: in-district
+    area_weight: 0.0417
+  - to: "us/states/ar/districts/house/73"
+    rel: in-district
+    area_weight: 0.0348
+  - to: "us/states/ar/districts/house/72"
+    rel: in-district
+    area_weight: 0.0281
+  - to: "us/states/ar/districts/house/77"
+    rel: in-district
+    area_weight: 0.0276
+  - to: "us/states/ar/districts/house/79"
+    rel: in-district
+    area_weight: 0.0255
+  - to: "us/states/ar/districts/house/67"
+    rel: in-district
+    area_weight: 0.0236
+  - to: "us/states/ar/districts/house/75"
+    rel: in-district
+    area_weight: 0.0196
+  - to: "us/states/ar/districts/house/76"
+    rel: in-district
+    area_weight: 0.0152
+  - to: "us/states/ar/districts/house/74"
+    rel: in-district
+    area_weight: 0.0118
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +134,35 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 33418 |
 | Bachelor's or higher | 144685 |
 
+## Districts
+
+- [AR-02](/us/states/ar/districts/02.md) — 70% (congressional)
+- [AR-01](/us/states/ar/districts/01.md) — 16% (congressional)
+- [AR-04](/us/states/ar/districts/04.md) — 14% (congressional)
+- [AR Senate District 12](/us/states/ar/districts/senate/12.md) — 25% (state senate)
+- [AR Senate District 17](/us/states/ar/districts/senate/17.md) — 21% (state senate)
+- [AR Senate District 8](/us/states/ar/districts/senate/8.md) — 14% (state senate)
+- [AR Senate District 13](/us/states/ar/districts/senate/13.md) — 14% (state senate)
+- [AR Senate District 11](/us/states/ar/districts/senate/11.md) — 10% (state senate)
+- [AR Senate District 15](/us/states/ar/districts/senate/15.md) — 7% (state senate)
+- [AR Senate District 14](/us/states/ar/districts/senate/14.md) — 5% (state senate)
+- [AR Senate District 16](/us/states/ar/districts/senate/16.md) — 4% (state senate)
+- [AR House District 78](/us/states/ar/districts/house/78.md) — 23% (state house)
+- [AR House District 66](/us/states/ar/districts/house/66.md) — 19% (state house)
+- [AR House District 80](/us/states/ar/districts/house/80.md) — 18% (state house)
+- [AR House District 69](/us/states/ar/districts/house/69.md) — 12% (state house)
+- [AR House District 70](/us/states/ar/districts/house/70.md) — 6% (state house)
+- [AR House District 71](/us/states/ar/districts/house/71.md) — 4% (state house)
+- [AR House District 73](/us/states/ar/districts/house/73.md) — 3% (state house)
+- [AR House District 72](/us/states/ar/districts/house/72.md) — 3% (state house)
+- [AR House District 77](/us/states/ar/districts/house/77.md) — 3% (state house)
+- [AR House District 79](/us/states/ar/districts/house/79.md) — 3% (state house)
+- [AR House District 67](/us/states/ar/districts/house/67.md) — 2% (state house)
+- [AR House District 75](/us/states/ar/districts/house/75.md) — 2% (state house)
+- [AR House District 76](/us/states/ar/districts/house/76.md) — 2% (state house)
+- [AR House District 74](/us/states/ar/districts/house/74.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/randolph/index.md b/data/jurisdictions/us/states/ar/counties/randolph/index.md
index 89f3892950..b39c20ba1c 100644
--- a/data/jurisdictions/us/states/ar/counties/randolph/index.md
+++ b/data/jurisdictions/us/states/ar/counties/randolph/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 48
   hispanic: 488
   bachelors_plus: 2179
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/house/1"
+    rel: in-district
+    area_weight: 0.5902
+  - to: "us/states/ar/districts/house/2"
+    rel: in-district
+    area_weight: 0.4096
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 488 |
 | Bachelor's or higher | 2179 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 21](/us/states/ar/districts/senate/21.md) — 100% (state senate)
+- [AR House District 1](/us/states/ar/districts/house/1.md) — 59% (state house)
+- [AR House District 2](/us/states/ar/districts/house/2.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/saline/index.md b/data/jurisdictions/us/states/ar/counties/saline/index.md
index 5184f29740..588bd44cf0 100644
--- a/data/jurisdictions/us/states/ar/counties/saline/index.md
+++ b/data/jurisdictions/us/states/ar/counties/saline/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 286
   hispanic: 9282
   bachelors_plus: 34108
+districts:
+  - to: "us/states/ar/districts/02"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ar/districts/senate/7"
+    rel: in-district
+    area_weight: 0.4807
+  - to: "us/states/ar/districts/senate/6"
+    rel: in-district
+    area_weight: 0.3422
+  - to: "us/states/ar/districts/senate/16"
+    rel: in-district
+    area_weight: 0.1769
+  - to: "us/states/ar/districts/house/54"
+    rel: in-district
+    area_weight: 0.4084
+  - to: "us/states/ar/districts/house/83"
+    rel: in-district
+    area_weight: 0.182
+  - to: "us/states/ar/districts/house/92"
+    rel: in-district
+    area_weight: 0.1151
+  - to: "us/states/ar/districts/house/29"
+    rel: in-district
+    area_weight: 0.0855
+  - to: "us/states/ar/districts/house/78"
+    rel: in-district
+    area_weight: 0.0796
+  - to: "us/states/ar/districts/house/82"
+    rel: in-district
+    area_weight: 0.0752
+  - to: "us/states/ar/districts/house/81"
+    rel: in-district
+    area_weight: 0.0541
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 9282 |
 | Bachelor's or higher | 34108 |
 
+## Districts
+
+- [AR-02](/us/states/ar/districts/02.md) — 100% (congressional)
+- [AR Senate District 7](/us/states/ar/districts/senate/7.md) — 48% (state senate)
+- [AR Senate District 6](/us/states/ar/districts/senate/6.md) — 34% (state senate)
+- [AR Senate District 16](/us/states/ar/districts/senate/16.md) — 18% (state senate)
+- [AR House District 54](/us/states/ar/districts/house/54.md) — 41% (state house)
+- [AR House District 83](/us/states/ar/districts/house/83.md) — 18% (state house)
+- [AR House District 92](/us/states/ar/districts/house/92.md) — 12% (state house)
+- [AR House District 29](/us/states/ar/districts/house/29.md) — 9% (state house)
+- [AR House District 78](/us/states/ar/districts/house/78.md) — 8% (state house)
+- [AR House District 82](/us/states/ar/districts/house/82.md) — 8% (state house)
+- [AR House District 81](/us/states/ar/districts/house/81.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/scott/index.md b/data/jurisdictions/us/states/ar/counties/scott/index.md
index d41cd39569..713836bf8f 100644
--- a/data/jurisdictions/us/states/ar/counties/scott/index.md
+++ b/data/jurisdictions/us/states/ar/counties/scott/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 49
   hispanic: 777
   bachelors_plus: 1071
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/5"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/house/52"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 777 |
 | Bachelor's or higher | 1071 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 5](/us/states/ar/districts/senate/5.md) — 100% (state senate)
+- [AR House District 52](/us/states/ar/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/searcy/index.md b/data/jurisdictions/us/states/ar/counties/searcy/index.md
index d845543007..b3c1eacff6 100644
--- a/data/jurisdictions/us/states/ar/counties/searcy/index.md
+++ b/data/jurisdictions/us/states/ar/counties/searcy/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 126
   hispanic: 175
   bachelors_plus: 1119
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ar/districts/senate/24"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/house/27"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 175 |
 | Bachelor's or higher | 1119 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 24](/us/states/ar/districts/senate/24.md) — 100% (state senate)
+- [AR House District 27](/us/states/ar/districts/house/27.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/sebastian/index.md b/data/jurisdictions/us/states/ar/counties/sebastian/index.md
index bc3f9ebc90..e5bd65724f 100644
--- a/data/jurisdictions/us/states/ar/counties/sebastian/index.md
+++ b/data/jurisdictions/us/states/ar/counties/sebastian/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 1038
   hispanic: 20635
   bachelors_plus: 28304
+districts:
+  - to: "us/states/ar/districts/03"
+    rel: in-district
+    area_weight: 0.5999
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.3998
+  - to: "us/states/ar/districts/senate/5"
+    rel: in-district
+    area_weight: 0.4662
+  - to: "us/states/ar/districts/senate/26"
+    rel: in-district
+    area_weight: 0.4096
+  - to: "us/states/ar/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1239
+  - to: "us/states/ar/districts/house/47"
+    rel: in-district
+    area_weight: 0.584
+  - to: "us/states/ar/districts/house/52"
+    rel: in-district
+    area_weight: 0.2254
+  - to: "us/states/ar/districts/house/51"
+    rel: in-district
+    area_weight: 0.069
+  - to: "us/states/ar/districts/house/46"
+    rel: in-district
+    area_weight: 0.055
+  - to: "us/states/ar/districts/house/50"
+    rel: in-district
+    area_weight: 0.0286
+  - to: "us/states/ar/districts/house/49"
+    rel: in-district
+    area_weight: 0.0267
+  - to: "us/states/ar/districts/house/48"
+    rel: in-district
+    area_weight: 0.011
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 20635 |
 | Bachelor's or higher | 28304 |
 
+## Districts
+
+- [AR-03](/us/states/ar/districts/03.md) — 60% (congressional)
+- [AR-04](/us/states/ar/districts/04.md) — 40% (congressional)
+- [AR Senate District 5](/us/states/ar/districts/senate/5.md) — 47% (state senate)
+- [AR Senate District 26](/us/states/ar/districts/senate/26.md) — 41% (state senate)
+- [AR Senate District 27](/us/states/ar/districts/senate/27.md) — 12% (state senate)
+- [AR House District 47](/us/states/ar/districts/house/47.md) — 58% (state house)
+- [AR House District 52](/us/states/ar/districts/house/52.md) — 23% (state house)
+- [AR House District 51](/us/states/ar/districts/house/51.md) — 7% (state house)
+- [AR House District 46](/us/states/ar/districts/house/46.md) — 6% (state house)
+- [AR House District 50](/us/states/ar/districts/house/50.md) — 3% (state house)
+- [AR House District 49](/us/states/ar/districts/house/49.md) — 3% (state house)
+- [AR House District 48](/us/states/ar/districts/house/48.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/sevier/index.md b/data/jurisdictions/us/states/ar/counties/sevier/index.md
index b3f9f0dc2e..986727db1c 100644
--- a/data/jurisdictions/us/states/ar/counties/sevier/index.md
+++ b/data/jurisdictions/us/states/ar/counties/sevier/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 385
   hispanic: 5574
   bachelors_plus: 1205
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/house/87"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5574 |
 | Bachelor's or higher | 1205 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 4](/us/states/ar/districts/senate/4.md) — 100% (state senate)
+- [AR House District 87](/us/states/ar/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/sharp/index.md b/data/jurisdictions/us/states/ar/counties/sharp/index.md
index f954ea8ddb..9b749c8bd2 100644
--- a/data/jurisdictions/us/states/ar/counties/sharp/index.md
+++ b/data/jurisdictions/us/states/ar/counties/sharp/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 31
   hispanic: 437
   bachelors_plus: 2327
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/house/28"
+    rel: in-district
+    area_weight: 0.6555
+  - to: "us/states/ar/districts/house/2"
+    rel: in-district
+    area_weight: 0.3445
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 437 |
 | Bachelor's or higher | 2327 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 22](/us/states/ar/districts/senate/22.md) — 100% (state senate)
+- [AR House District 28](/us/states/ar/districts/house/28.md) — 66% (state house)
+- [AR House District 2](/us/states/ar/districts/house/2.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/st-francis/index.md b/data/jurisdictions/us/states/ar/counties/st-francis/index.md
index b09981ed13..5810128392 100644
--- a/data/jurisdictions/us/states/ar/counties/st-francis/index.md
+++ b/data/jurisdictions/us/states/ar/counties/st-francis/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 68
   hispanic: 821
   bachelors_plus: 3217
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/10"
+    rel: in-district
+    area_weight: 0.556
+  - to: "us/states/ar/districts/senate/9"
+    rel: in-district
+    area_weight: 0.444
+  - to: "us/states/ar/districts/house/63"
+    rel: in-district
+    area_weight: 0.4746
+  - to: "us/states/ar/districts/house/37"
+    rel: in-district
+    area_weight: 0.4625
+  - to: "us/states/ar/districts/house/62"
+    rel: in-district
+    area_weight: 0.0628
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 821 |
 | Bachelor's or higher | 3217 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 10](/us/states/ar/districts/senate/10.md) — 56% (state senate)
+- [AR Senate District 9](/us/states/ar/districts/senate/9.md) — 44% (state senate)
+- [AR House District 63](/us/states/ar/districts/house/63.md) — 47% (state house)
+- [AR House District 37](/us/states/ar/districts/house/37.md) — 46% (state house)
+- [AR House District 62](/us/states/ar/districts/house/62.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/stone/index.md b/data/jurisdictions/us/states/ar/counties/stone/index.md
index 8f434b26d4..0e34c01f0f 100644
--- a/data/jurisdictions/us/states/ar/counties/stone/index.md
+++ b/data/jurisdictions/us/states/ar/counties/stone/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 107
   hispanic: 281
   bachelors_plus: 2027
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/house/41"
+    rel: in-district
+    area_weight: 0.4722
+  - to: "us/states/ar/districts/house/27"
+    rel: in-district
+    area_weight: 0.2895
+  - to: "us/states/ar/districts/house/28"
+    rel: in-district
+    area_weight: 0.2383
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 281 |
 | Bachelor's or higher | 2027 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 24](/us/states/ar/districts/senate/24.md) — 100% (state senate)
+- [AR House District 41](/us/states/ar/districts/house/41.md) — 47% (state house)
+- [AR House District 27](/us/states/ar/districts/house/27.md) — 29% (state house)
+- [AR House District 28](/us/states/ar/districts/house/28.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/union/index.md b/data/jurisdictions/us/states/ar/counties/union/index.md
index 6811eead30..de0bfc26e2 100644
--- a/data/jurisdictions/us/states/ar/counties/union/index.md
+++ b/data/jurisdictions/us/states/ar/counties/union/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 73
   hispanic: 1793
   bachelors_plus: 6718
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ar/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ar/districts/house/97"
+    rel: in-district
+    area_weight: 0.5866
+  - to: "us/states/ar/districts/house/96"
+    rel: in-district
+    area_weight: 0.4133
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1793 |
 | Bachelor's or higher | 6718 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 2](/us/states/ar/districts/senate/2.md) — 100% (state senate)
+- [AR House District 97](/us/states/ar/districts/house/97.md) — 59% (state house)
+- [AR House District 96](/us/states/ar/districts/house/96.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/van-buren/index.md b/data/jurisdictions/us/states/ar/counties/van-buren/index.md
index 6e246683d7..1c2dbba44a 100644
--- a/data/jurisdictions/us/states/ar/counties/van-buren/index.md
+++ b/data/jurisdictions/us/states/ar/counties/van-buren/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 105
   hispanic: 551
   bachelors_plus: 2430
+districts:
+  - to: "us/states/ar/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/house/43"
+    rel: in-district
+    area_weight: 0.5448
+  - to: "us/states/ar/districts/house/42"
+    rel: in-district
+    area_weight: 0.2485
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 551 |
 | Bachelor's or higher | 2430 |
 
+## Districts
+
+- [AR-02](/us/states/ar/districts/02.md) — 100% (congressional)
+- [AR Senate District 24](/us/states/ar/districts/senate/24.md) — 100% (state senate)
+- [AR House District 43](/us/states/ar/districts/house/43.md) — 54% (state house)
+- [AR House District 42](/us/states/ar/districts/house/42.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/washington/index.md b/data/jurisdictions/us/states/ar/counties/washington/index.md
index d463671e1f..bc3f6b942d 100644
--- a/data/jurisdictions/us/states/ar/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ar/counties/washington/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 3006
   hispanic: 47853
   bachelors_plus: 79177
+districts:
+  - to: "us/states/ar/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ar/districts/senate/29"
+    rel: in-district
+    area_weight: 0.4951
+  - to: "us/states/ar/districts/senate/35"
+    rel: in-district
+    area_weight: 0.318
+  - to: "us/states/ar/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0707
+  - to: "us/states/ar/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0618
+  - to: "us/states/ar/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0542
+  - to: "us/states/ar/districts/house/25"
+    rel: in-district
+    area_weight: 0.3616
+  - to: "us/states/ar/districts/house/23"
+    rel: in-district
+    area_weight: 0.3023
+  - to: "us/states/ar/districts/house/24"
+    rel: in-district
+    area_weight: 0.1501
+  - to: "us/states/ar/districts/house/18"
+    rel: in-district
+    area_weight: 0.0616
+  - to: "us/states/ar/districts/house/22"
+    rel: in-district
+    area_weight: 0.0337
+  - to: "us/states/ar/districts/house/20"
+    rel: in-district
+    area_weight: 0.0311
+  - to: "us/states/ar/districts/house/19"
+    rel: in-district
+    area_weight: 0.0223
+  - to: "us/states/ar/districts/house/9"
+    rel: in-district
+    area_weight: 0.0198
+  - to: "us/states/ar/districts/house/21"
+    rel: in-district
+    area_weight: 0.0127
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 47853 |
 | Bachelor's or higher | 79177 |
 
+## Districts
+
+- [AR-03](/us/states/ar/districts/03.md) — 100% (congressional)
+- [AR Senate District 29](/us/states/ar/districts/senate/29.md) — 50% (state senate)
+- [AR Senate District 35](/us/states/ar/districts/senate/35.md) — 32% (state senate)
+- [AR Senate District 31](/us/states/ar/districts/senate/31.md) — 7% (state senate)
+- [AR Senate District 32](/us/states/ar/districts/senate/32.md) — 6% (state senate)
+- [AR Senate District 30](/us/states/ar/districts/senate/30.md) — 5% (state senate)
+- [AR House District 25](/us/states/ar/districts/house/25.md) — 36% (state house)
+- [AR House District 23](/us/states/ar/districts/house/23.md) — 30% (state house)
+- [AR House District 24](/us/states/ar/districts/house/24.md) — 15% (state house)
+- [AR House District 18](/us/states/ar/districts/house/18.md) — 6% (state house)
+- [AR House District 22](/us/states/ar/districts/house/22.md) — 3% (state house)
+- [AR House District 20](/us/states/ar/districts/house/20.md) — 3% (state house)
+- [AR House District 19](/us/states/ar/districts/house/19.md) — 2% (state house)
+- [AR House District 9](/us/states/ar/districts/house/9.md) — 2% (state house)
+- [AR House District 21](/us/states/ar/districts/house/21.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/white/index.md b/data/jurisdictions/us/states/ar/counties/white/index.md
index ffbbd6aab3..b91d83d738 100644
--- a/data/jurisdictions/us/states/ar/counties/white/index.md
+++ b/data/jurisdictions/us/states/ar/counties/white/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 146
   hispanic: 3853
   bachelors_plus: 14866
+districts:
+  - to: "us/states/ar/districts/02"
+    rel: in-district
+    area_weight: 0.9957
+  - to: "us/states/ar/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ar/districts/house/57"
+    rel: in-district
+    area_weight: 0.2877
+  - to: "us/states/ar/districts/house/39"
+    rel: in-district
+    area_weight: 0.2693
+  - to: "us/states/ar/districts/house/59"
+    rel: in-district
+    area_weight: 0.2222
+  - to: "us/states/ar/districts/house/40"
+    rel: in-district
+    area_weight: 0.1422
+  - to: "us/states/ar/districts/house/58"
+    rel: in-district
+    area_weight: 0.0783
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 3853 |
 | Bachelor's or higher | 14866 |
 
+## Districts
+
+- [AR-02](/us/states/ar/districts/02.md) — 100% (congressional)
+- [AR Senate District 18](/us/states/ar/districts/senate/18.md) — 100% (state senate)
+- [AR House District 57](/us/states/ar/districts/house/57.md) — 29% (state house)
+- [AR House District 39](/us/states/ar/districts/house/39.md) — 27% (state house)
+- [AR House District 59](/us/states/ar/districts/house/59.md) — 22% (state house)
+- [AR House District 40](/us/states/ar/districts/house/40.md) — 14% (state house)
+- [AR House District 58](/us/states/ar/districts/house/58.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/woodruff/index.md b/data/jurisdictions/us/states/ar/counties/woodruff/index.md
index 7a38b870f3..f8b29ba55c 100644
--- a/data/jurisdictions/us/states/ar/counties/woodruff/index.md
+++ b/data/jurisdictions/us/states/ar/counties/woodruff/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 86
   bachelors_plus: 969
+districts:
+  - to: "us/states/ar/districts/01"
+    rel: in-district
+    area_weight: 0.9951
+  - to: "us/states/ar/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/house/61"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 86 |
 | Bachelor's or higher | 969 |
 
+## Districts
+
+- [AR-01](/us/states/ar/districts/01.md) — 100% (congressional)
+- [AR Senate District 10](/us/states/ar/districts/senate/10.md) — 100% (state senate)
+- [AR House District 61](/us/states/ar/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/counties/yell/index.md b/data/jurisdictions/us/states/ar/counties/yell/index.md
index 93a0ad3cff..e15d8b5070 100644
--- a/data/jurisdictions/us/states/ar/counties/yell/index.md
+++ b/data/jurisdictions/us/states/ar/counties/yell/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 124
   hispanic: 4277
   bachelors_plus: 2639
+districts:
+  - to: "us/states/ar/districts/04"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ar/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9941
+  - to: "us/states/ar/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0059
+  - to: "us/states/ar/districts/house/52"
+    rel: in-district
+    area_weight: 0.7909
+  - to: "us/states/ar/districts/house/54"
+    rel: in-district
+    area_weight: 0.2089
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ar]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 4277 |
 | Bachelor's or higher | 2639 |
 
+## Districts
+
+- [AR-04](/us/states/ar/districts/04.md) — 100% (congressional)
+- [AR Senate District 5](/us/states/ar/districts/senate/5.md) — 99% (state senate)
+- [AR Senate District 25](/us/states/ar/districts/senate/25.md) — 1% (state senate)
+- [AR House District 52](/us/states/ar/districts/house/52.md) — 79% (state house)
+- [AR House District 54](/us/states/ar/districts/house/54.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ar/districts/01.md b/data/jurisdictions/us/states/ar/districts/01.md
index 200c7158d8..1ecbb0565d 100644
--- a/data/jurisdictions/us/states/ar/districts/01.md
+++ b/data/jurisdictions/us/states/ar/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 101759
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ar]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ar/districts/02.md b/data/jurisdictions/us/states/ar/districts/02.md
index 5c595293e4..83b66e372b 100644
--- a/data/jurisdictions/us/states/ar/districts/02.md
+++ b/data/jurisdictions/us/states/ar/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 182483
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ar]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ar/districts/03.md b/data/jurisdictions/us/states/ar/districts/03.md
index 6e3db0fcee..d16449f21b 100644
--- a/data/jurisdictions/us/states/ar/districts/03.md
+++ b/data/jurisdictions/us/states/ar/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 181399
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ar]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ar/districts/04.md b/data/jurisdictions/us/states/ar/districts/04.md
index 144d225642..1b67b65933 100644
--- a/data/jurisdictions/us/states/ar/districts/04.md
+++ b/data/jurisdictions/us/states/ar/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 103462
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ar]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ar/districts/house/1.md b/data/jurisdictions/us/states/ar/districts/house/1.md
new file mode 100644
index 0000000000..c03aaea351
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 1"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 1
+
+State House district 1 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/10.md b/data/jurisdictions/us/states/ar/districts/house/10.md
new file mode 100644
index 0000000000..f5b8386d0e
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 10"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 10
+
+State House district 10 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/100.md b/data/jurisdictions/us/states/ar/districts/house/100.md
new file mode 100644
index 0000000000..cae3f4a20b
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 100"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 100
+
+State House district 100 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/11.md b/data/jurisdictions/us/states/ar/districts/house/11.md
new file mode 100644
index 0000000000..7af349df51
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 11"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 11
+
+State House district 11 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/12.md b/data/jurisdictions/us/states/ar/districts/house/12.md
new file mode 100644
index 0000000000..cd0abf318d
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 12"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 12
+
+State House district 12 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/13.md b/data/jurisdictions/us/states/ar/districts/house/13.md
new file mode 100644
index 0000000000..17ceb8b70e
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 13"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 13
+
+State House district 13 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/14.md b/data/jurisdictions/us/states/ar/districts/house/14.md
new file mode 100644
index 0000000000..e93678d618
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 14"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 14
+
+State House district 14 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/15.md b/data/jurisdictions/us/states/ar/districts/house/15.md
new file mode 100644
index 0000000000..0a295312b2
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 15"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 15
+
+State House district 15 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/16.md b/data/jurisdictions/us/states/ar/districts/house/16.md
new file mode 100644
index 0000000000..394d97418d
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 16"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 16
+
+State House district 16 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/17.md b/data/jurisdictions/us/states/ar/districts/house/17.md
new file mode 100644
index 0000000000..fbc8f317ed
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 17"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 17
+
+State House district 17 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/18.md b/data/jurisdictions/us/states/ar/districts/house/18.md
new file mode 100644
index 0000000000..fd451cd39d
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 18"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 18
+
+State House district 18 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/19.md b/data/jurisdictions/us/states/ar/districts/house/19.md
new file mode 100644
index 0000000000..3e5ecfcd98
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 19"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 19
+
+State House district 19 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/2.md b/data/jurisdictions/us/states/ar/districts/house/2.md
new file mode 100644
index 0000000000..626245900c
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 2"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 2
+
+State House district 2 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/20.md b/data/jurisdictions/us/states/ar/districts/house/20.md
new file mode 100644
index 0000000000..e5afd671b3
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 20"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 20
+
+State House district 20 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/21.md b/data/jurisdictions/us/states/ar/districts/house/21.md
new file mode 100644
index 0000000000..34a06efe96
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 21"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 21
+
+State House district 21 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/22.md b/data/jurisdictions/us/states/ar/districts/house/22.md
new file mode 100644
index 0000000000..f53e80c025
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 22"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 22
+
+State House district 22 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/23.md b/data/jurisdictions/us/states/ar/districts/house/23.md
new file mode 100644
index 0000000000..6e7e2ef1cf
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 23"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 23
+
+State House district 23 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/24.md b/data/jurisdictions/us/states/ar/districts/house/24.md
new file mode 100644
index 0000000000..62ceb04b5d
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 24"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 24
+
+State House district 24 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/25.md b/data/jurisdictions/us/states/ar/districts/house/25.md
new file mode 100644
index 0000000000..801d34ce45
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 25"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 25
+
+State House district 25 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/26.md b/data/jurisdictions/us/states/ar/districts/house/26.md
new file mode 100644
index 0000000000..28543c4e5c
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 26"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 26
+
+State House district 26 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/27.md b/data/jurisdictions/us/states/ar/districts/house/27.md
new file mode 100644
index 0000000000..e4afa084d0
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 27"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 27
+
+State House district 27 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/28.md b/data/jurisdictions/us/states/ar/districts/house/28.md
new file mode 100644
index 0000000000..b408b371e5
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 28"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 28
+
+State House district 28 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/29.md b/data/jurisdictions/us/states/ar/districts/house/29.md
new file mode 100644
index 0000000000..bafdcb2271
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 29"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 29
+
+State House district 29 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/3.md b/data/jurisdictions/us/states/ar/districts/house/3.md
new file mode 100644
index 0000000000..d311735e20
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 3"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 3
+
+State House district 3 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/30.md b/data/jurisdictions/us/states/ar/districts/house/30.md
new file mode 100644
index 0000000000..00ec893c03
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 30"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 30
+
+State House district 30 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/31.md b/data/jurisdictions/us/states/ar/districts/house/31.md
new file mode 100644
index 0000000000..aae78df3f6
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 31"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 31
+
+State House district 31 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/32.md b/data/jurisdictions/us/states/ar/districts/house/32.md
new file mode 100644
index 0000000000..a254a5058a
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 32"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 32
+
+State House district 32 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/33.md b/data/jurisdictions/us/states/ar/districts/house/33.md
new file mode 100644
index 0000000000..9f81a45a69
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 33"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 33
+
+State House district 33 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/34.md b/data/jurisdictions/us/states/ar/districts/house/34.md
new file mode 100644
index 0000000000..2b0b67306c
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 34"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 34
+
+State House district 34 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/35.md b/data/jurisdictions/us/states/ar/districts/house/35.md
new file mode 100644
index 0000000000..7dbec3c737
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 35"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 35
+
+State House district 35 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/36.md b/data/jurisdictions/us/states/ar/districts/house/36.md
new file mode 100644
index 0000000000..3ee7622301
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 36"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 36
+
+State House district 36 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/37.md b/data/jurisdictions/us/states/ar/districts/house/37.md
new file mode 100644
index 0000000000..ddd137478f
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 37"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 37
+
+State House district 37 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/38.md b/data/jurisdictions/us/states/ar/districts/house/38.md
new file mode 100644
index 0000000000..3eefa02653
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 38"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 38
+
+State House district 38 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/39.md b/data/jurisdictions/us/states/ar/districts/house/39.md
new file mode 100644
index 0000000000..2a6ab29e21
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 39"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 39
+
+State House district 39 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/4.md b/data/jurisdictions/us/states/ar/districts/house/4.md
new file mode 100644
index 0000000000..61252602c8
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 4"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 4
+
+State House district 4 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/40.md b/data/jurisdictions/us/states/ar/districts/house/40.md
new file mode 100644
index 0000000000..a45bde9792
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 40"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 40
+
+State House district 40 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/41.md b/data/jurisdictions/us/states/ar/districts/house/41.md
new file mode 100644
index 0000000000..5b17f0dc49
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 41"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 41
+
+State House district 41 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/42.md b/data/jurisdictions/us/states/ar/districts/house/42.md
new file mode 100644
index 0000000000..eda1420a52
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 42"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 42
+
+State House district 42 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/43.md b/data/jurisdictions/us/states/ar/districts/house/43.md
new file mode 100644
index 0000000000..a2a756fe83
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 43"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 43
+
+State House district 43 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/45.md b/data/jurisdictions/us/states/ar/districts/house/45.md
new file mode 100644
index 0000000000..47b1789a03
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 45"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 45
+
+State House district 45 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/46.md b/data/jurisdictions/us/states/ar/districts/house/46.md
new file mode 100644
index 0000000000..a11e1c904a
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 46"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 46
+
+State House district 46 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/47.md b/data/jurisdictions/us/states/ar/districts/house/47.md
new file mode 100644
index 0000000000..b6ce6c9abd
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 47"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 47
+
+State House district 47 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/48.md b/data/jurisdictions/us/states/ar/districts/house/48.md
new file mode 100644
index 0000000000..de004635e3
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 48"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 48
+
+State House district 48 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/49.md b/data/jurisdictions/us/states/ar/districts/house/49.md
new file mode 100644
index 0000000000..f9bb19bc52
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 49"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 49
+
+State House district 49 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/5.md b/data/jurisdictions/us/states/ar/districts/house/5.md
new file mode 100644
index 0000000000..e2c8ec6939
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 5"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 5
+
+State House district 5 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/50.md b/data/jurisdictions/us/states/ar/districts/house/50.md
new file mode 100644
index 0000000000..ad0dbcad4f
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 50"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 50
+
+State House district 50 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/51.md b/data/jurisdictions/us/states/ar/districts/house/51.md
new file mode 100644
index 0000000000..4ead51c872
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 51"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 51
+
+State House district 51 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/52.md b/data/jurisdictions/us/states/ar/districts/house/52.md
new file mode 100644
index 0000000000..6fc149fbac
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 52"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 52
+
+State House district 52 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/53.md b/data/jurisdictions/us/states/ar/districts/house/53.md
new file mode 100644
index 0000000000..210ecfc3f0
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 53"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 53
+
+State House district 53 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/54.md b/data/jurisdictions/us/states/ar/districts/house/54.md
new file mode 100644
index 0000000000..f89a03f809
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 54"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 54
+
+State House district 54 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/55.md b/data/jurisdictions/us/states/ar/districts/house/55.md
new file mode 100644
index 0000000000..942e9d672a
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 55"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 55
+
+State House district 55 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/56.md b/data/jurisdictions/us/states/ar/districts/house/56.md
new file mode 100644
index 0000000000..ab675615b5
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 56"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 56
+
+State House district 56 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/57.md b/data/jurisdictions/us/states/ar/districts/house/57.md
new file mode 100644
index 0000000000..4aa40dcbb9
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 57"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 57
+
+State House district 57 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/58.md b/data/jurisdictions/us/states/ar/districts/house/58.md
new file mode 100644
index 0000000000..0263f06346
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 58"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 58
+
+State House district 58 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/59.md b/data/jurisdictions/us/states/ar/districts/house/59.md
new file mode 100644
index 0000000000..86fc7fff1d
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 59"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 59
+
+State House district 59 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/6.md b/data/jurisdictions/us/states/ar/districts/house/6.md
new file mode 100644
index 0000000000..1837388735
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 6"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 6
+
+State House district 6 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/60.md b/data/jurisdictions/us/states/ar/districts/house/60.md
new file mode 100644
index 0000000000..88cad47a2e
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 60"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 60
+
+State House district 60 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/61.md b/data/jurisdictions/us/states/ar/districts/house/61.md
new file mode 100644
index 0000000000..43e480e245
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 61"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 61
+
+State House district 61 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/62.md b/data/jurisdictions/us/states/ar/districts/house/62.md
new file mode 100644
index 0000000000..95443d5c20
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 62"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 62
+
+State House district 62 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/63.md b/data/jurisdictions/us/states/ar/districts/house/63.md
new file mode 100644
index 0000000000..29853b3acc
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 63"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 63
+
+State House district 63 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/64.md b/data/jurisdictions/us/states/ar/districts/house/64.md
new file mode 100644
index 0000000000..6489e01a64
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 64"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 64
+
+State House district 64 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/65.md b/data/jurisdictions/us/states/ar/districts/house/65.md
new file mode 100644
index 0000000000..daf482aaa9
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 65"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 65
+
+State House district 65 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/66.md b/data/jurisdictions/us/states/ar/districts/house/66.md
new file mode 100644
index 0000000000..2b91788167
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 66"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 66
+
+State House district 66 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/67.md b/data/jurisdictions/us/states/ar/districts/house/67.md
new file mode 100644
index 0000000000..35bda9082e
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 67"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 67
+
+State House district 67 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/68.md b/data/jurisdictions/us/states/ar/districts/house/68.md
new file mode 100644
index 0000000000..28ef066503
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 68"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 68
+
+State House district 68 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/69.md b/data/jurisdictions/us/states/ar/districts/house/69.md
new file mode 100644
index 0000000000..ed8b8042e0
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 69"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 69
+
+State House district 69 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/7.md b/data/jurisdictions/us/states/ar/districts/house/7.md
new file mode 100644
index 0000000000..0d89a9e38f
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 7"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 7
+
+State House district 7 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/70.md b/data/jurisdictions/us/states/ar/districts/house/70.md
new file mode 100644
index 0000000000..c8e16e6a0b
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 70"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 70
+
+State House district 70 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/71.md b/data/jurisdictions/us/states/ar/districts/house/71.md
new file mode 100644
index 0000000000..6e8816f1e2
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 71"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 71
+
+State House district 71 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/72.md b/data/jurisdictions/us/states/ar/districts/house/72.md
new file mode 100644
index 0000000000..a57b2cbaa8
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 72"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 72
+
+State House district 72 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/73.md b/data/jurisdictions/us/states/ar/districts/house/73.md
new file mode 100644
index 0000000000..5c32dae08e
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 73"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 73
+
+State House district 73 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/74.md b/data/jurisdictions/us/states/ar/districts/house/74.md
new file mode 100644
index 0000000000..dd537c2c55
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 74"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 74
+
+State House district 74 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/75.md b/data/jurisdictions/us/states/ar/districts/house/75.md
new file mode 100644
index 0000000000..c8e3f38efa
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 75"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 75
+
+State House district 75 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/76.md b/data/jurisdictions/us/states/ar/districts/house/76.md
new file mode 100644
index 0000000000..0a45c2f1df
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 76"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 76
+
+State House district 76 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/77.md b/data/jurisdictions/us/states/ar/districts/house/77.md
new file mode 100644
index 0000000000..df0905703e
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 77"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 77
+
+State House district 77 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/78.md b/data/jurisdictions/us/states/ar/districts/house/78.md
new file mode 100644
index 0000000000..43855ccfd6
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 78"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 78
+
+State House district 78 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/79.md b/data/jurisdictions/us/states/ar/districts/house/79.md
new file mode 100644
index 0000000000..6640455104
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 79"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 79
+
+State House district 79 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/8.md b/data/jurisdictions/us/states/ar/districts/house/8.md
new file mode 100644
index 0000000000..f57bc8ef38
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 8"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 8
+
+State House district 8 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/80.md b/data/jurisdictions/us/states/ar/districts/house/80.md
new file mode 100644
index 0000000000..33904c2173
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 80"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 80
+
+State House district 80 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/81.md b/data/jurisdictions/us/states/ar/districts/house/81.md
new file mode 100644
index 0000000000..82a1d472d1
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 81"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 81
+
+State House district 81 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/82.md b/data/jurisdictions/us/states/ar/districts/house/82.md
new file mode 100644
index 0000000000..25e380082f
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 82"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 82
+
+State House district 82 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/83.md b/data/jurisdictions/us/states/ar/districts/house/83.md
new file mode 100644
index 0000000000..900a5ca62a
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 83"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 83
+
+State House district 83 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/84.md b/data/jurisdictions/us/states/ar/districts/house/84.md
new file mode 100644
index 0000000000..97c57433a1
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 84"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 84
+
+State House district 84 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/85.md b/data/jurisdictions/us/states/ar/districts/house/85.md
new file mode 100644
index 0000000000..d9ddc1e745
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 85"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 85
+
+State House district 85 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/86.md b/data/jurisdictions/us/states/ar/districts/house/86.md
new file mode 100644
index 0000000000..d4944c54d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 86"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 86
+
+State House district 86 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/87.md b/data/jurisdictions/us/states/ar/districts/house/87.md
new file mode 100644
index 0000000000..60ece297cb
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 87"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 87
+
+State House district 87 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/88.md b/data/jurisdictions/us/states/ar/districts/house/88.md
new file mode 100644
index 0000000000..d0bcf28976
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 88"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 88
+
+State House district 88 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/89.md b/data/jurisdictions/us/states/ar/districts/house/89.md
new file mode 100644
index 0000000000..96755cf780
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 89"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 89
+
+State House district 89 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/9.md b/data/jurisdictions/us/states/ar/districts/house/9.md
new file mode 100644
index 0000000000..77cde5db51
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 9"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 9
+
+State House district 9 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/90.md b/data/jurisdictions/us/states/ar/districts/house/90.md
new file mode 100644
index 0000000000..04426849e3
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 90"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 90
+
+State House district 90 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/91.md b/data/jurisdictions/us/states/ar/districts/house/91.md
new file mode 100644
index 0000000000..20b7206016
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 91"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 91
+
+State House district 91 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/92.md b/data/jurisdictions/us/states/ar/districts/house/92.md
new file mode 100644
index 0000000000..a4751274c6
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 92"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 92
+
+State House district 92 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/93.md b/data/jurisdictions/us/states/ar/districts/house/93.md
new file mode 100644
index 0000000000..33bb526db1
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 93"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 93
+
+State House district 93 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/94.md b/data/jurisdictions/us/states/ar/districts/house/94.md
new file mode 100644
index 0000000000..ae4d37beda
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 94"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 94
+
+State House district 94 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/95.md b/data/jurisdictions/us/states/ar/districts/house/95.md
new file mode 100644
index 0000000000..71bf985c50
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 95"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 95
+
+State House district 95 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/96.md b/data/jurisdictions/us/states/ar/districts/house/96.md
new file mode 100644
index 0000000000..06efa42309
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 96"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 96
+
+State House district 96 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/97.md b/data/jurisdictions/us/states/ar/districts/house/97.md
new file mode 100644
index 0000000000..d18f3fb328
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 97"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 97
+
+State House district 97 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/98.md b/data/jurisdictions/us/states/ar/districts/house/98.md
new file mode 100644
index 0000000000..8791cb8ad7
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 98"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 98
+
+State House district 98 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/house/99.md b/data/jurisdictions/us/states/ar/districts/house/99.md
new file mode 100644
index 0000000000..49e20076c6
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR House District 99"
+classification: state-house-district
+state: "AR"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR House District 99
+
+State House district 99 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/1.md b/data/jurisdictions/us/states/ar/districts/senate/1.md
new file mode 100644
index 0000000000..1f6044cbd5
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 1"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 1
+
+State Senate district 1 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/10.md b/data/jurisdictions/us/states/ar/districts/senate/10.md
new file mode 100644
index 0000000000..e9b5dbfdfc
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 10"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 10
+
+State Senate district 10 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/11.md b/data/jurisdictions/us/states/ar/districts/senate/11.md
new file mode 100644
index 0000000000..a0e0ca903b
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 11"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 11
+
+State Senate district 11 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/12.md b/data/jurisdictions/us/states/ar/districts/senate/12.md
new file mode 100644
index 0000000000..e5d3160a49
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 12"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 12
+
+State Senate district 12 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/13.md b/data/jurisdictions/us/states/ar/districts/senate/13.md
new file mode 100644
index 0000000000..fd760ad491
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 13"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 13
+
+State Senate district 13 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/14.md b/data/jurisdictions/us/states/ar/districts/senate/14.md
new file mode 100644
index 0000000000..58926c3b9d
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 14"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 14
+
+State Senate district 14 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/15.md b/data/jurisdictions/us/states/ar/districts/senate/15.md
new file mode 100644
index 0000000000..5837f522d9
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 15"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 15
+
+State Senate district 15 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/16.md b/data/jurisdictions/us/states/ar/districts/senate/16.md
new file mode 100644
index 0000000000..1d51832cc0
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 16"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 16
+
+State Senate district 16 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/17.md b/data/jurisdictions/us/states/ar/districts/senate/17.md
new file mode 100644
index 0000000000..5d96b67665
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 17"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 17
+
+State Senate district 17 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/18.md b/data/jurisdictions/us/states/ar/districts/senate/18.md
new file mode 100644
index 0000000000..4130f74301
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 18"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 18
+
+State Senate district 18 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/19.md b/data/jurisdictions/us/states/ar/districts/senate/19.md
new file mode 100644
index 0000000000..bb98ef45ac
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 19"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 19
+
+State Senate district 19 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/2.md b/data/jurisdictions/us/states/ar/districts/senate/2.md
new file mode 100644
index 0000000000..b513295d98
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 2"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 2
+
+State Senate district 2 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/20.md b/data/jurisdictions/us/states/ar/districts/senate/20.md
new file mode 100644
index 0000000000..4a233eb072
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 20"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 20
+
+State Senate district 20 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/21.md b/data/jurisdictions/us/states/ar/districts/senate/21.md
new file mode 100644
index 0000000000..5f8e4451d6
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 21"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 21
+
+State Senate district 21 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/22.md b/data/jurisdictions/us/states/ar/districts/senate/22.md
new file mode 100644
index 0000000000..3d1db83582
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 22"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 22
+
+State Senate district 22 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/23.md b/data/jurisdictions/us/states/ar/districts/senate/23.md
new file mode 100644
index 0000000000..4b53a054ca
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 23"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 23
+
+State Senate district 23 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/24.md b/data/jurisdictions/us/states/ar/districts/senate/24.md
new file mode 100644
index 0000000000..19f8bf87c5
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 24"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 24
+
+State Senate district 24 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/25.md b/data/jurisdictions/us/states/ar/districts/senate/25.md
new file mode 100644
index 0000000000..e4bf48c70e
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 25"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 25
+
+State Senate district 25 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/26.md b/data/jurisdictions/us/states/ar/districts/senate/26.md
new file mode 100644
index 0000000000..9fb38d2953
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 26"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 26
+
+State Senate district 26 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/27.md b/data/jurisdictions/us/states/ar/districts/senate/27.md
new file mode 100644
index 0000000000..9a6ab0ea12
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 27"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 27
+
+State Senate district 27 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/28.md b/data/jurisdictions/us/states/ar/districts/senate/28.md
new file mode 100644
index 0000000000..44efcc441d
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 28"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 28
+
+State Senate district 28 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/29.md b/data/jurisdictions/us/states/ar/districts/senate/29.md
new file mode 100644
index 0000000000..08710363da
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 29"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 29
+
+State Senate district 29 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/3.md b/data/jurisdictions/us/states/ar/districts/senate/3.md
new file mode 100644
index 0000000000..dbae27dd0b
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 3"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 3
+
+State Senate district 3 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/30.md b/data/jurisdictions/us/states/ar/districts/senate/30.md
new file mode 100644
index 0000000000..f286240665
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 30"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 30
+
+State Senate district 30 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/31.md b/data/jurisdictions/us/states/ar/districts/senate/31.md
new file mode 100644
index 0000000000..1dce1eb0d2
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 31"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 31
+
+State Senate district 31 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/32.md b/data/jurisdictions/us/states/ar/districts/senate/32.md
new file mode 100644
index 0000000000..8296411a9c
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 32"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 32
+
+State Senate district 32 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/33.md b/data/jurisdictions/us/states/ar/districts/senate/33.md
new file mode 100644
index 0000000000..33daf03f34
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 33"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 33
+
+State Senate district 33 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/34.md b/data/jurisdictions/us/states/ar/districts/senate/34.md
new file mode 100644
index 0000000000..aef2b1b369
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 34"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 34
+
+State Senate district 34 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/35.md b/data/jurisdictions/us/states/ar/districts/senate/35.md
new file mode 100644
index 0000000000..8db33f487a
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 35"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 35
+
+State Senate district 35 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/4.md b/data/jurisdictions/us/states/ar/districts/senate/4.md
new file mode 100644
index 0000000000..e3674b3c92
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 4"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 4
+
+State Senate district 4 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/5.md b/data/jurisdictions/us/states/ar/districts/senate/5.md
new file mode 100644
index 0000000000..c20f2b15ac
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 5"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 5
+
+State Senate district 5 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/6.md b/data/jurisdictions/us/states/ar/districts/senate/6.md
new file mode 100644
index 0000000000..bc8c3d8191
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 6"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 6
+
+State Senate district 6 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/7.md b/data/jurisdictions/us/states/ar/districts/senate/7.md
new file mode 100644
index 0000000000..1afb52ae89
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 7"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 7
+
+State Senate district 7 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/8.md b/data/jurisdictions/us/states/ar/districts/senate/8.md
new file mode 100644
index 0000000000..73cfddf8c0
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 8"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 8
+
+State Senate district 8 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/districts/senate/9.md b/data/jurisdictions/us/states/ar/districts/senate/9.md
new file mode 100644
index 0000000000..0674878b9b
--- /dev/null
+++ b/data/jurisdictions/us/states/ar/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AR Senate District 9"
+classification: state-senate-district
+state: "AR"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ar]
+timestamp: "2026-07-03"
+---
+
+# AR Senate District 9
+
+State Senate district 9 (AR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ar/people/aaron-pilkington.md b/data/jurisdictions/us/states/ar/people/aaron-pilkington.md
index 5d27bdb7fd..344d35218e 100644
--- a/data/jurisdictions/us/states/ar/people/aaron-pilkington.md
+++ b/data/jurisdictions/us/states/ar/people/aaron-pilkington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 45"
+represents: "us/states/ar/districts/house/45"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 45 (AR State House of Representatives District 45).
 
+Represents [AR State House of Representatives District 45](/us/states/ar/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/alan-clark.md b/data/jurisdictions/us/states/ar/people/alan-clark.md
index 891f426648..254037a28f 100644
--- a/data/jurisdictions/us/states/ar/people/alan-clark.md
+++ b/data/jurisdictions/us/states/ar/people/alan-clark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 7"
+represents: "us/states/ar/districts/senate/7"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 7 (AR State Senate District 7).
 
+Represents [AR State Senate District 7](/us/states/ar/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/alex-holladay.md b/data/jurisdictions/us/states/ar/people/alex-holladay.md
index b22c4ccf27..eccdb79810 100644
--- a/data/jurisdictions/us/states/ar/people/alex-holladay.md
+++ b/data/jurisdictions/us/states/ar/people/alex-holladay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 70"
+represents: "us/states/ar/districts/house/70"
 tenure:
   start: "2026-03-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 70 (AR State House of Representatives District 70).
 
+Represents [AR State House of Representatives District 70](/us/states/ar/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/alyssa-brown.md b/data/jurisdictions/us/states/ar/people/alyssa-brown.md
index 0ec3109272..c34fc40db1 100644
--- a/data/jurisdictions/us/states/ar/people/alyssa-brown.md
+++ b/data/jurisdictions/us/states/ar/people/alyssa-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 41"
+represents: "us/states/ar/districts/house/41"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 41 (AR State House of Representatives District 41).
 
+Represents [AR State House of Representatives District 41](/us/states/ar/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/andrew-collins.md b/data/jurisdictions/us/states/ar/people/andrew-collins.md
index 8953118126..c65cfc0f99 100644
--- a/data/jurisdictions/us/states/ar/people/andrew-collins.md
+++ b/data/jurisdictions/us/states/ar/people/andrew-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 73"
+represents: "us/states/ar/districts/house/73"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 73 (AR State House of Representatives District 73).
 
+Represents [AR State House of Representatives District 73](/us/states/ar/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/ashley-hudson.md b/data/jurisdictions/us/states/ar/people/ashley-hudson.md
index f9114f0b54..3854d9dbeb 100644
--- a/data/jurisdictions/us/states/ar/people/ashley-hudson.md
+++ b/data/jurisdictions/us/states/ar/people/ashley-hudson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 75"
+represents: "us/states/ar/districts/house/75"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 75 (AR State House of Representatives District 75).
 
+Represents [AR State House of Representatives District 75](/us/states/ar/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/austin-mccollum.md b/data/jurisdictions/us/states/ar/people/austin-mccollum.md
index 3637099c71..3291534a16 100644
--- a/data/jurisdictions/us/states/ar/people/austin-mccollum.md
+++ b/data/jurisdictions/us/states/ar/people/austin-mccollum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 8"
+represents: "us/states/ar/districts/house/8"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 8 (AR State House of Representatives District 8).
 
+Represents [AR State House of Representatives District 8](/us/states/ar/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/bart-hester.md b/data/jurisdictions/us/states/ar/people/bart-hester.md
index 32a0a60800..b053a0f600 100644
--- a/data/jurisdictions/us/states/ar/people/bart-hester.md
+++ b/data/jurisdictions/us/states/ar/people/bart-hester.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 33"
+represents: "us/states/ar/districts/senate/33"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 33 (AR State Senate District 33).
 
+Represents [AR State Senate District 33](/us/states/ar/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/bart-schulz.md b/data/jurisdictions/us/states/ar/people/bart-schulz.md
index 041f3c0442..2ef6b083cb 100644
--- a/data/jurisdictions/us/states/ar/people/bart-schulz.md
+++ b/data/jurisdictions/us/states/ar/people/bart-schulz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 28"
+represents: "us/states/ar/districts/house/28"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 28 (AR State House of Representatives District 28).
 
+Represents [AR State House of Representatives District 28](/us/states/ar/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/ben-gilmore.md b/data/jurisdictions/us/states/ar/people/ben-gilmore.md
index 970ef95f0c..7170553ab0 100644
--- a/data/jurisdictions/us/states/ar/people/ben-gilmore.md
+++ b/data/jurisdictions/us/states/ar/people/ben-gilmore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 1"
+represents: "us/states/ar/districts/senate/1"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 1 (AR State Senate District 1).
 
+Represents [AR State Senate District 1](/us/states/ar/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/blake-johnson.md b/data/jurisdictions/us/states/ar/people/blake-johnson.md
index de21e44bed..00412e91fd 100644
--- a/data/jurisdictions/us/states/ar/people/blake-johnson.md
+++ b/data/jurisdictions/us/states/ar/people/blake-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 21"
+represents: "us/states/ar/districts/senate/21"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 21 (AR State Senate District 21).
 
+Represents [AR State Senate District 21](/us/states/ar/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/brad-hall.md b/data/jurisdictions/us/states/ar/people/brad-hall.md
index a4b631cd54..8fa977816d 100644
--- a/data/jurisdictions/us/states/ar/people/brad-hall.md
+++ b/data/jurisdictions/us/states/ar/people/brad-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 24"
+represents: "us/states/ar/districts/house/24"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 24 (AR State House of Representatives District 24).
 
+Represents [AR State House of Representatives District 24](/us/states/ar/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/brad-simon.md b/data/jurisdictions/us/states/ar/people/brad-simon.md
index 9c0e1d7148..4ec5a6b8cf 100644
--- a/data/jurisdictions/us/states/ar/people/brad-simon.md
+++ b/data/jurisdictions/us/states/ar/people/brad-simon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 26"
+represents: "us/states/ar/districts/senate/26"
 tenure:
   start: "2026-03-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 26 (AR State Senate District 26).
 
+Represents [AR State Senate District 26](/us/states/ar/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/brandon-achor.md b/data/jurisdictions/us/states/ar/people/brandon-achor.md
index 0c33decc86..2cab99161a 100644
--- a/data/jurisdictions/us/states/ar/people/brandon-achor.md
+++ b/data/jurisdictions/us/states/ar/people/brandon-achor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 71"
+represents: "us/states/ar/districts/house/71"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 71 (AR State House of Representatives District 71).
 
+Represents [AR State House of Representatives District 71](/us/states/ar/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/breanne-davis.md b/data/jurisdictions/us/states/ar/people/breanne-davis.md
index 1f6dae066f..1a04606ea4 100644
--- a/data/jurisdictions/us/states/ar/people/breanne-davis.md
+++ b/data/jurisdictions/us/states/ar/people/breanne-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 25"
+represents: "us/states/ar/districts/senate/25"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 25 (AR State Senate District 25).
 
+Represents [AR State Senate District 25](/us/states/ar/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/brian-evans.md b/data/jurisdictions/us/states/ar/people/brian-evans.md
index 9efb2336a7..c031d636d4 100644
--- a/data/jurisdictions/us/states/ar/people/brian-evans.md
+++ b/data/jurisdictions/us/states/ar/people/brian-evans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 68"
+represents: "us/states/ar/districts/house/68"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 68 (AR State House of Representatives District 68).
 
+Represents [AR State House of Representatives District 68](/us/states/ar/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/brit-mckenzie.md b/data/jurisdictions/us/states/ar/people/brit-mckenzie.md
index 6f55eabcae..6164b44c8a 100644
--- a/data/jurisdictions/us/states/ar/people/brit-mckenzie.md
+++ b/data/jurisdictions/us/states/ar/people/brit-mckenzie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 7"
+represents: "us/states/ar/districts/house/7"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 7 (AR State House of Representatives District 7).
 
+Represents [AR State House of Representatives District 7](/us/states/ar/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/bruce-cozart.md b/data/jurisdictions/us/states/ar/people/bruce-cozart.md
index a9867ffbf3..c7a01706e9 100644
--- a/data/jurisdictions/us/states/ar/people/bruce-cozart.md
+++ b/data/jurisdictions/us/states/ar/people/bruce-cozart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 91"
+represents: "us/states/ar/districts/house/91"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 91 (AR State House of Representatives District 91).
 
+Represents [AR State House of Representatives District 91](/us/states/ar/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/bryan-king.md b/data/jurisdictions/us/states/ar/people/bryan-king.md
index fc8386996e..b3ddbeec06 100644
--- a/data/jurisdictions/us/states/ar/people/bryan-king.md
+++ b/data/jurisdictions/us/states/ar/people/bryan-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 28"
+represents: "us/states/ar/districts/senate/28"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 28 (AR State Senate District 28).
 
+Represents [AR State Senate District 28](/us/states/ar/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/cameron-cooper.md b/data/jurisdictions/us/states/ar/people/cameron-cooper.md
index d050461a56..b2f4a063f2 100644
--- a/data/jurisdictions/us/states/ar/people/cameron-cooper.md
+++ b/data/jurisdictions/us/states/ar/people/cameron-cooper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 57"
+represents: "us/states/ar/districts/house/57"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 57 (AR State House of Representatives District 57).
 
+Represents [AR State House of Representatives District 57](/us/states/ar/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/carol-dalby.md b/data/jurisdictions/us/states/ar/people/carol-dalby.md
index 838646f321..d11a2e8269 100644
--- a/data/jurisdictions/us/states/ar/people/carol-dalby.md
+++ b/data/jurisdictions/us/states/ar/people/carol-dalby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 100"
+represents: "us/states/ar/districts/house/100"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 100 (AR State House of Representatives District 100).
 
+Represents [AR State House of Representatives District 100](/us/states/ar/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/chad-puryear.md b/data/jurisdictions/us/states/ar/people/chad-puryear.md
index 756c82975f..519ebeaa24 100644
--- a/data/jurisdictions/us/states/ar/people/chad-puryear.md
+++ b/data/jurisdictions/us/states/ar/people/chad-puryear.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 25"
+represents: "us/states/ar/districts/house/25"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 25 (AR State House of Representatives District 25).
 
+Represents [AR State House of Representatives District 25](/us/states/ar/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/cindy-crawford.md b/data/jurisdictions/us/states/ar/people/cindy-crawford.md
index 60727cf2f4..abcb031a32 100644
--- a/data/jurisdictions/us/states/ar/people/cindy-crawford.md
+++ b/data/jurisdictions/us/states/ar/people/cindy-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 51"
+represents: "us/states/ar/districts/house/51"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 51 (AR State House of Representatives District 51).
 
+Represents [AR State House of Representatives District 51](/us/states/ar/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/clarke-tucker.md b/data/jurisdictions/us/states/ar/people/clarke-tucker.md
index bf4e6b3ec9..4b4c4acd5d 100644
--- a/data/jurisdictions/us/states/ar/people/clarke-tucker.md
+++ b/data/jurisdictions/us/states/ar/people/clarke-tucker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 14"
+represents: "us/states/ar/districts/senate/14"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 14 (AR State Senate District 14).
 
+Represents [AR State Senate District 14](/us/states/ar/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/clint-penzo.md b/data/jurisdictions/us/states/ar/people/clint-penzo.md
index af4f7d9758..a543d9986a 100644
--- a/data/jurisdictions/us/states/ar/people/clint-penzo.md
+++ b/data/jurisdictions/us/states/ar/people/clint-penzo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 31"
+represents: "us/states/ar/districts/senate/31"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 31 (AR State Senate District 31).
 
+Represents [AR State Senate District 31](/us/states/ar/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/dan-sullivan.md b/data/jurisdictions/us/states/ar/people/dan-sullivan.md
index fc902c13d4..d1ae33ab87 100644
--- a/data/jurisdictions/us/states/ar/people/dan-sullivan.md
+++ b/data/jurisdictions/us/states/ar/people/dan-sullivan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 20"
+represents: "us/states/ar/districts/senate/20"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 20 (AR State Senate District 20).
 
+Represents [AR State Senate District 20](/us/states/ar/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/dave-wallace.md b/data/jurisdictions/us/states/ar/people/dave-wallace.md
index 0c8020f51a..0fe88f1e11 100644
--- a/data/jurisdictions/us/states/ar/people/dave-wallace.md
+++ b/data/jurisdictions/us/states/ar/people/dave-wallace.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 19"
+represents: "us/states/ar/districts/senate/19"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 19 (AR State Senate District 19).
 
+Represents [AR State Senate District 19](/us/states/ar/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/david-ray.md b/data/jurisdictions/us/states/ar/people/david-ray.md
index 6e4f43b7bd..cb1e012179 100644
--- a/data/jurisdictions/us/states/ar/people/david-ray.md
+++ b/data/jurisdictions/us/states/ar/people/david-ray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 69"
+represents: "us/states/ar/districts/house/69"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 69 (AR State House of Representatives District 69).
 
+Represents [AR State House of Representatives District 69](/us/states/ar/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/david-whitaker.md b/data/jurisdictions/us/states/ar/people/david-whitaker.md
index 55cc36c195..9d8519e741 100644
--- a/data/jurisdictions/us/states/ar/people/david-whitaker.md
+++ b/data/jurisdictions/us/states/ar/people/david-whitaker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 22"
+represents: "us/states/ar/districts/house/22"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 22 (AR State House of Representatives District 22).
 
+Represents [AR State House of Representatives District 22](/us/states/ar/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/deann-vaught.md b/data/jurisdictions/us/states/ar/people/deann-vaught.md
index 66698adbd2..8069c47ae5 100644
--- a/data/jurisdictions/us/states/ar/people/deann-vaught.md
+++ b/data/jurisdictions/us/states/ar/people/deann-vaught.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 87"
+represents: "us/states/ar/districts/house/87"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 87 (AR State House of Representatives District 87).
 
+Represents [AR State House of Representatives District 87](/us/states/ar/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/denise-ennett.md b/data/jurisdictions/us/states/ar/people/denise-ennett.md
index a9a3b1de9e..328e97c8df 100644
--- a/data/jurisdictions/us/states/ar/people/denise-ennett.md
+++ b/data/jurisdictions/us/states/ar/people/denise-ennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 80"
+represents: "us/states/ar/districts/house/80"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 80 (AR State House of Representatives District 80).
 
+Represents [AR State House of Representatives District 80](/us/states/ar/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/denise-garner.md b/data/jurisdictions/us/states/ar/people/denise-garner.md
index a3e5a888c7..692ea3fc87 100644
--- a/data/jurisdictions/us/states/ar/people/denise-garner.md
+++ b/data/jurisdictions/us/states/ar/people/denise-garner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 20"
+represents: "us/states/ar/districts/house/20"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 20 (AR State House of Representatives District 20).
 
+Represents [AR State House of Representatives District 20](/us/states/ar/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/diana-gonzales-worthen.md b/data/jurisdictions/us/states/ar/people/diana-gonzales-worthen.md
index fd72a25630..84a23dd7b2 100644
--- a/data/jurisdictions/us/states/ar/people/diana-gonzales-worthen.md
+++ b/data/jurisdictions/us/states/ar/people/diana-gonzales-worthen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 9"
+represents: "us/states/ar/districts/house/9"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 9 (AR State House of Representatives District 9).
 
+Represents [AR State House of Representatives District 9](/us/states/ar/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/dolly-henley.md b/data/jurisdictions/us/states/ar/people/dolly-henley.md
index 3bb797d820..549d59d63c 100644
--- a/data/jurisdictions/us/states/ar/people/dolly-henley.md
+++ b/data/jurisdictions/us/states/ar/people/dolly-henley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 88"
+represents: "us/states/ar/districts/house/88"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 88 (AR State House of Representatives District 88).
 
+Represents [AR State House of Representatives District 88](/us/states/ar/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/dwight-tosh.md b/data/jurisdictions/us/states/ar/people/dwight-tosh.md
index 2cdf4f6653..8c006486e8 100644
--- a/data/jurisdictions/us/states/ar/people/dwight-tosh.md
+++ b/data/jurisdictions/us/states/ar/people/dwight-tosh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 38"
+represents: "us/states/ar/districts/house/38"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 38 (AR State House of Representatives District 38).
 
+Represents [AR State House of Representatives District 38](/us/states/ar/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/fran-cavenaugh.md b/data/jurisdictions/us/states/ar/people/fran-cavenaugh.md
index aeaadecd8d..0b661a5130 100644
--- a/data/jurisdictions/us/states/ar/people/fran-cavenaugh.md
+++ b/data/jurisdictions/us/states/ar/people/fran-cavenaugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 30"
+represents: "us/states/ar/districts/house/30"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 30 (AR State House of Representatives District 30).
 
+Represents [AR State House of Representatives District 30](/us/states/ar/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/fred-allen.md b/data/jurisdictions/us/states/ar/people/fred-allen.md
index 171ad665da..ec1b23f40b 100644
--- a/data/jurisdictions/us/states/ar/people/fred-allen.md
+++ b/data/jurisdictions/us/states/ar/people/fred-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 77"
+represents: "us/states/ar/districts/house/77"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 77 (AR State House of Representatives District 77).
 
+Represents [AR State House of Representatives District 77](/us/states/ar/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/fred-love.md b/data/jurisdictions/us/states/ar/people/fred-love.md
index f5e91211e2..8156791464 100644
--- a/data/jurisdictions/us/states/ar/people/fred-love.md
+++ b/data/jurisdictions/us/states/ar/people/fred-love.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 15"
+represents: "us/states/ar/districts/senate/15"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 15 (AR State Senate District 15).
 
+Represents [AR State Senate District 15](/us/states/ar/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/glenn-barnes.md b/data/jurisdictions/us/states/ar/people/glenn-barnes.md
index 5692cde479..591e46937a 100644
--- a/data/jurisdictions/us/states/ar/people/glenn-barnes.md
+++ b/data/jurisdictions/us/states/ar/people/glenn-barnes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 65"
+represents: "us/states/ar/districts/house/65"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 65 (AR State House of Representatives District 65).
 
+Represents [AR State House of Representatives District 65](/us/states/ar/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/greg-leding.md b/data/jurisdictions/us/states/ar/people/greg-leding.md
index 881ce746e5..642db980f4 100644
--- a/data/jurisdictions/us/states/ar/people/greg-leding.md
+++ b/data/jurisdictions/us/states/ar/people/greg-leding.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 30"
+represents: "us/states/ar/districts/senate/30"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 30 (AR State Senate District 30).
 
+Represents [AR State Senate District 30](/us/states/ar/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/harlan-breaux.md b/data/jurisdictions/us/states/ar/people/harlan-breaux.md
index 9ba81ab39b..76dabff706 100644
--- a/data/jurisdictions/us/states/ar/people/harlan-breaux.md
+++ b/data/jurisdictions/us/states/ar/people/harlan-breaux.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 6"
+represents: "us/states/ar/districts/house/6"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 6 (AR State House of Representatives District 6).
 
+Represents [AR State House of Representatives District 6](/us/states/ar/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/hope-duke.md b/data/jurisdictions/us/states/ar/people/hope-duke.md
index e0926d163a..2de628eecb 100644
--- a/data/jurisdictions/us/states/ar/people/hope-duke.md
+++ b/data/jurisdictions/us/states/ar/people/hope-duke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 12"
+represents: "us/states/ar/districts/house/12"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 12 (AR State House of Representatives District 12).
 
+Represents [AR State House of Representatives District 12](/us/states/ar/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/howard-beaty.md b/data/jurisdictions/us/states/ar/people/howard-beaty.md
index fc7ac6c067..87d04d9e4b 100644
--- a/data/jurisdictions/us/states/ar/people/howard-beaty.md
+++ b/data/jurisdictions/us/states/ar/people/howard-beaty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 95"
+represents: "us/states/ar/districts/house/95"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 95 (AR State House of Representatives District 95).
 
+Represents [AR State House of Representatives District 95](/us/states/ar/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jack-ladyman.md b/data/jurisdictions/us/states/ar/people/jack-ladyman.md
index 5a0a1f56df..2373c74d0d 100644
--- a/data/jurisdictions/us/states/ar/people/jack-ladyman.md
+++ b/data/jurisdictions/us/states/ar/people/jack-ladyman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 32"
+represents: "us/states/ar/districts/house/32"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 32 (AR State House of Representatives District 32).
 
+Represents [AR State House of Representatives District 32](/us/states/ar/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/james-eaton.md b/data/jurisdictions/us/states/ar/people/james-eaton.md
index ac501b9707..d4f6508570 100644
--- a/data/jurisdictions/us/states/ar/people/james-eaton.md
+++ b/data/jurisdictions/us/states/ar/people/james-eaton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 26"
+represents: "us/states/ar/districts/house/26"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 26 (AR State House of Representatives District 26).
 
+Represents [AR State House of Representatives District 26](/us/states/ar/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jamie-scott.md b/data/jurisdictions/us/states/ar/people/jamie-scott.md
index f37c527fab..279ade11d7 100644
--- a/data/jurisdictions/us/states/ar/people/jamie-scott.md
+++ b/data/jurisdictions/us/states/ar/people/jamie-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 12"
+represents: "us/states/ar/districts/senate/12"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 12 (AR State Senate District 12).
 
+Represents [AR State Senate District 12](/us/states/ar/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jane-english.md b/data/jurisdictions/us/states/ar/people/jane-english.md
index f4da29b0d7..1d232dbed6 100644
--- a/data/jurisdictions/us/states/ar/people/jane-english.md
+++ b/data/jurisdictions/us/states/ar/people/jane-english.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 13"
+represents: "us/states/ar/districts/senate/13"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 13 (AR State Senate District 13).
 
+Represents [AR State Senate District 13](/us/states/ar/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jason-nazarenko.md b/data/jurisdictions/us/states/ar/people/jason-nazarenko.md
index 369a9df33a..7bcff7d401 100644
--- a/data/jurisdictions/us/states/ar/people/jason-nazarenko.md
+++ b/data/jurisdictions/us/states/ar/people/jason-nazarenko.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 4"
+represents: "us/states/ar/districts/house/4"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 4 (AR State House of Representatives District 4).
 
+Represents [AR State House of Representatives District 4](/us/states/ar/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jay-richardson.md b/data/jurisdictions/us/states/ar/people/jay-richardson.md
index cd06e8edd5..fc3686f183 100644
--- a/data/jurisdictions/us/states/ar/people/jay-richardson.md
+++ b/data/jurisdictions/us/states/ar/people/jay-richardson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 49"
+represents: "us/states/ar/districts/house/49"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 49 (AR State House of Representatives District 49).
 
+Represents [AR State House of Representatives District 49](/us/states/ar/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jeff-wardlaw.md b/data/jurisdictions/us/states/ar/people/jeff-wardlaw.md
index 3aef8a1743..ce3a956d3a 100644
--- a/data/jurisdictions/us/states/ar/people/jeff-wardlaw.md
+++ b/data/jurisdictions/us/states/ar/people/jeff-wardlaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 94"
+represents: "us/states/ar/districts/house/94"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 94 (AR State House of Representatives District 94).
 
+Represents [AR State House of Representatives District 94](/us/states/ar/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jeremiah-moore.md b/data/jurisdictions/us/states/ar/people/jeremiah-moore.md
index c6dae1e2b3..fee54ce365 100644
--- a/data/jurisdictions/us/states/ar/people/jeremiah-moore.md
+++ b/data/jurisdictions/us/states/ar/people/jeremiah-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 61"
+represents: "us/states/ar/districts/house/61"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 61 (AR State House of Representatives District 61).
 
+Represents [AR State House of Representatives District 61](/us/states/ar/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jeremy-wooldridge.md b/data/jurisdictions/us/states/ar/people/jeremy-wooldridge.md
index 643b07d58d..61296b1778 100644
--- a/data/jurisdictions/us/states/ar/people/jeremy-wooldridge.md
+++ b/data/jurisdictions/us/states/ar/people/jeremy-wooldridge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 1"
+represents: "us/states/ar/districts/house/1"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 1 (AR State House of Representatives District 1).
 
+Represents [AR State House of Representatives District 1](/us/states/ar/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jessie-mcgruder.md b/data/jurisdictions/us/states/ar/people/jessie-mcgruder.md
index 94bdcf98af..2a2574f993 100644
--- a/data/jurisdictions/us/states/ar/people/jessie-mcgruder.md
+++ b/data/jurisdictions/us/states/ar/people/jessie-mcgruder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 35"
+represents: "us/states/ar/districts/house/35"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 35 (AR State House of Representatives District 35).
 
+Represents [AR State House of Representatives District 35](/us/states/ar/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jim-dotson.md b/data/jurisdictions/us/states/ar/people/jim-dotson.md
index fa9fbd7885..b62328fbea 100644
--- a/data/jurisdictions/us/states/ar/people/jim-dotson.md
+++ b/data/jurisdictions/us/states/ar/people/jim-dotson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 34"
+represents: "us/states/ar/districts/senate/34"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 34 (AR State Senate District 34).
 
+Represents [AR State Senate District 34](/us/states/ar/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jim-petty.md b/data/jurisdictions/us/states/ar/people/jim-petty.md
index f8237396a4..d719b6fe70 100644
--- a/data/jurisdictions/us/states/ar/people/jim-petty.md
+++ b/data/jurisdictions/us/states/ar/people/jim-petty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 29"
+represents: "us/states/ar/districts/senate/29"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 29 (AR State Senate District 29).
 
+Represents [AR State Senate District 29](/us/states/ar/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jim-wooten.md b/data/jurisdictions/us/states/ar/people/jim-wooten.md
index 5e9f86f820..6b8bd1d57f 100644
--- a/data/jurisdictions/us/states/ar/people/jim-wooten.md
+++ b/data/jurisdictions/us/states/ar/people/jim-wooten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 59"
+represents: "us/states/ar/districts/house/59"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 59 (AR State House of Representatives District 59).
 
+Represents [AR State House of Representatives District 59](/us/states/ar/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jimmy-gazaway.md b/data/jurisdictions/us/states/ar/people/jimmy-gazaway.md
index ccbaa69dfc..cf72ccca35 100644
--- a/data/jurisdictions/us/states/ar/people/jimmy-gazaway.md
+++ b/data/jurisdictions/us/states/ar/people/jimmy-gazaway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 31"
+represents: "us/states/ar/districts/house/31"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 31 (AR State House of Representatives District 31).
 
+Represents [AR State House of Representatives District 31](/us/states/ar/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jimmy-hickey.md b/data/jurisdictions/us/states/ar/people/jimmy-hickey.md
index 25f16a0f34..f74e435caa 100644
--- a/data/jurisdictions/us/states/ar/people/jimmy-hickey.md
+++ b/data/jurisdictions/us/states/ar/people/jimmy-hickey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 4"
+represents: "us/states/ar/districts/senate/4"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 4 (AR State Senate District 4).
 
+Represents [AR State Senate District 4](/us/states/ar/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/joey-carr.md b/data/jurisdictions/us/states/ar/people/joey-carr.md
index 446335bb9b..4bd8437fd1 100644
--- a/data/jurisdictions/us/states/ar/people/joey-carr.md
+++ b/data/jurisdictions/us/states/ar/people/joey-carr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 34"
+represents: "us/states/ar/districts/house/34"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 34 (AR State House of Representatives District 34).
 
+Represents [AR State House of Representatives District 34](/us/states/ar/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/john-carr.md b/data/jurisdictions/us/states/ar/people/john-carr.md
index 3bf8effed7..1b89ff0320 100644
--- a/data/jurisdictions/us/states/ar/people/john-carr.md
+++ b/data/jurisdictions/us/states/ar/people/john-carr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 15"
+represents: "us/states/ar/districts/house/15"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 15 (AR State House of Representatives District 15).
 
+Represents [AR State House of Representatives District 15](/us/states/ar/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/john-maddox.md b/data/jurisdictions/us/states/ar/people/john-maddox.md
index a71d06424b..38b256bd0f 100644
--- a/data/jurisdictions/us/states/ar/people/john-maddox.md
+++ b/data/jurisdictions/us/states/ar/people/john-maddox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 86"
+represents: "us/states/ar/districts/house/86"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 86 (AR State House of Representatives District 86).
 
+Represents [AR State House of Representatives District 86](/us/states/ar/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/john-payton.md b/data/jurisdictions/us/states/ar/people/john-payton.md
index 62ca0b9bbb..844a7354e0 100644
--- a/data/jurisdictions/us/states/ar/people/john-payton.md
+++ b/data/jurisdictions/us/states/ar/people/john-payton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 22"
+represents: "us/states/ar/districts/senate/22"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 22 (AR State Senate District 22).
 
+Represents [AR State Senate District 22](/us/states/ar/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/johnny-rye.md b/data/jurisdictions/us/states/ar/people/johnny-rye.md
index d25ca29a4c..44c9ac83bb 100644
--- a/data/jurisdictions/us/states/ar/people/johnny-rye.md
+++ b/data/jurisdictions/us/states/ar/people/johnny-rye.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 36"
+represents: "us/states/ar/districts/house/36"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 36 (AR State House of Representatives District 36).
 
+Represents [AR State House of Representatives District 36](/us/states/ar/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jon-eubanks.md b/data/jurisdictions/us/states/ar/people/jon-eubanks.md
index b4bd6e5a79..3d803efaf4 100644
--- a/data/jurisdictions/us/states/ar/people/jon-eubanks.md
+++ b/data/jurisdictions/us/states/ar/people/jon-eubanks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 46"
+represents: "us/states/ar/districts/house/46"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 46 (AR State House of Representatives District 46).
 
+Represents [AR State House of Representatives District 46](/us/states/ar/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jon-milligan.md b/data/jurisdictions/us/states/ar/people/jon-milligan.md
index 6ce9d84e49..42ba0b6dc7 100644
--- a/data/jurisdictions/us/states/ar/people/jon-milligan.md
+++ b/data/jurisdictions/us/states/ar/people/jon-milligan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 33"
+represents: "us/states/ar/districts/house/33"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 33 (AR State House of Representatives District 33).
 
+Represents [AR State House of Representatives District 33](/us/states/ar/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/jonathan-dismang.md b/data/jurisdictions/us/states/ar/people/jonathan-dismang.md
index eaf9676508..c8fef2acb7 100644
--- a/data/jurisdictions/us/states/ar/people/jonathan-dismang.md
+++ b/data/jurisdictions/us/states/ar/people/jonathan-dismang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 18"
+represents: "us/states/ar/districts/senate/18"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 18 (AR State Senate District 18).
 
+Represents [AR State Senate District 18](/us/states/ar/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/josh-bryant.md b/data/jurisdictions/us/states/ar/people/josh-bryant.md
index 8a4a2b6090..48ed554324 100644
--- a/data/jurisdictions/us/states/ar/people/josh-bryant.md
+++ b/data/jurisdictions/us/states/ar/people/josh-bryant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 32"
+represents: "us/states/ar/districts/senate/32"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 32 (AR State Senate District 32).
 
+Represents [AR State Senate District 32](/us/states/ar/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/joy-springer.md b/data/jurisdictions/us/states/ar/people/joy-springer.md
index 946764970c..1d33a77e08 100644
--- a/data/jurisdictions/us/states/ar/people/joy-springer.md
+++ b/data/jurisdictions/us/states/ar/people/joy-springer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 76"
+represents: "us/states/ar/districts/house/76"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 76 (AR State House of Representatives District 76).
 
+Represents [AR State House of Representatives District 76](/us/states/ar/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/julie-mayberry.md b/data/jurisdictions/us/states/ar/people/julie-mayberry.md
index 8cfcd3b6b4..1f3dee30ea 100644
--- a/data/jurisdictions/us/states/ar/people/julie-mayberry.md
+++ b/data/jurisdictions/us/states/ar/people/julie-mayberry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 92"
+represents: "us/states/ar/districts/house/92"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 92 (AR State House of Representatives District 92).
 
+Represents [AR State House of Representatives District 92](/us/states/ar/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/justin-boyd.md b/data/jurisdictions/us/states/ar/people/justin-boyd.md
index 118e1b3fdb..f9828e7a9c 100644
--- a/data/jurisdictions/us/states/ar/people/justin-boyd.md
+++ b/data/jurisdictions/us/states/ar/people/justin-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 27"
+represents: "us/states/ar/districts/senate/27"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 27 (AR State Senate District 27).
 
+Represents [AR State Senate District 27](/us/states/ar/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/justin-gonzales.md b/data/jurisdictions/us/states/ar/people/justin-gonzales.md
index 4d2af94b5a..f6ae00bb7c 100644
--- a/data/jurisdictions/us/states/ar/people/justin-gonzales.md
+++ b/data/jurisdictions/us/states/ar/people/justin-gonzales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 89"
+represents: "us/states/ar/districts/house/89"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 89 (AR State House of Representatives District 89).
 
+Represents [AR State House of Representatives District 89](/us/states/ar/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/karilyn-brown.md b/data/jurisdictions/us/states/ar/people/karilyn-brown.md
index 08372630ba..f0bb4a6bc5 100644
--- a/data/jurisdictions/us/states/ar/people/karilyn-brown.md
+++ b/data/jurisdictions/us/states/ar/people/karilyn-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 67"
+represents: "us/states/ar/districts/house/67"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 67 (AR State House of Representatives District 67).
 
+Represents [AR State House of Representatives District 67](/us/states/ar/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/keith-brooks.md b/data/jurisdictions/us/states/ar/people/keith-brooks.md
index 90736ccbe2..b588a422c7 100644
--- a/data/jurisdictions/us/states/ar/people/keith-brooks.md
+++ b/data/jurisdictions/us/states/ar/people/keith-brooks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 78"
+represents: "us/states/ar/districts/house/78"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 78 (AR State House of Representatives District 78).
 
+Represents [AR State House of Representatives District 78](/us/states/ar/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/ken-ferguson.md b/data/jurisdictions/us/states/ar/people/ken-ferguson.md
index c6164b0446..6b4b93284b 100644
--- a/data/jurisdictions/us/states/ar/people/ken-ferguson.md
+++ b/data/jurisdictions/us/states/ar/people/ken-ferguson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 64"
+represents: "us/states/ar/districts/house/64"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 64 (AR State House of Representatives District 64).
 
+Represents [AR State House of Representatives District 64](/us/states/ar/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/kendon-underwood.md b/data/jurisdictions/us/states/ar/people/kendon-underwood.md
index fd318ca124..1d11bac307 100644
--- a/data/jurisdictions/us/states/ar/people/kendon-underwood.md
+++ b/data/jurisdictions/us/states/ar/people/kendon-underwood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 16"
+represents: "us/states/ar/districts/house/16"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 16 (AR State House of Representatives District 16).
 
+Represents [AR State House of Representatives District 16](/us/states/ar/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/kendra-moore.md b/data/jurisdictions/us/states/ar/people/kendra-moore.md
index 8a745ffd3f..c737d86290 100644
--- a/data/jurisdictions/us/states/ar/people/kendra-moore.md
+++ b/data/jurisdictions/us/states/ar/people/kendra-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 23"
+represents: "us/states/ar/districts/house/23"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 23 (AR State House of Representatives District 23).
 
+Represents [AR State House of Representatives District 23](/us/states/ar/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/kim-hammer.md b/data/jurisdictions/us/states/ar/people/kim-hammer.md
index 285b95ce3d..725449969d 100644
--- a/data/jurisdictions/us/states/ar/people/kim-hammer.md
+++ b/data/jurisdictions/us/states/ar/people/kim-hammer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 16"
+represents: "us/states/ar/districts/senate/16"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 16 (AR State Senate District 16).
 
+Represents [AR State Senate District 16](/us/states/ar/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/lane-jean.md b/data/jurisdictions/us/states/ar/people/lane-jean.md
index 7c86290407..32f5b6cb2c 100644
--- a/data/jurisdictions/us/states/ar/people/lane-jean.md
+++ b/data/jurisdictions/us/states/ar/people/lane-jean.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 99"
+represents: "us/states/ar/districts/house/99"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 99 (AR State House of Representatives District 99).
 
+Represents [AR State House of Representatives District 99](/us/states/ar/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/lee-johnson.md b/data/jurisdictions/us/states/ar/people/lee-johnson.md
index e5fcd2e5ab..d57dc6ef86 100644
--- a/data/jurisdictions/us/states/ar/people/lee-johnson.md
+++ b/data/jurisdictions/us/states/ar/people/lee-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 47"
+represents: "us/states/ar/districts/house/47"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 47 (AR State House of Representatives District 47).
 
+Represents [AR State House of Representatives District 47](/us/states/ar/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/les-eaves.md b/data/jurisdictions/us/states/ar/people/les-eaves.md
index 6ce1d5f0ca..00db26945c 100644
--- a/data/jurisdictions/us/states/ar/people/les-eaves.md
+++ b/data/jurisdictions/us/states/ar/people/les-eaves.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 58"
+represents: "us/states/ar/districts/house/58"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 58 (AR State House of Representatives District 58).
 
+Represents [AR State House of Representatives District 58](/us/states/ar/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/les-warren.md b/data/jurisdictions/us/states/ar/people/les-warren.md
index f30c7af8ee..66d757f9ef 100644
--- a/data/jurisdictions/us/states/ar/people/les-warren.md
+++ b/data/jurisdictions/us/states/ar/people/les-warren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 84"
+represents: "us/states/ar/districts/house/84"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 84 (AR State House of Representatives District 84).
 
+Represents [AR State House of Representatives District 84](/us/states/ar/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/lincoln-barnett.md b/data/jurisdictions/us/states/ar/people/lincoln-barnett.md
index 15356dccae..703ae7e685 100644
--- a/data/jurisdictions/us/states/ar/people/lincoln-barnett.md
+++ b/data/jurisdictions/us/states/ar/people/lincoln-barnett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 63"
+represents: "us/states/ar/districts/house/63"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 63 (AR State House of Representatives District 63).
 
+Represents [AR State House of Representatives District 63](/us/states/ar/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/marcus-richmond.md b/data/jurisdictions/us/states/ar/people/marcus-richmond.md
index fddb956088..f6fce66496 100644
--- a/data/jurisdictions/us/states/ar/people/marcus-richmond.md
+++ b/data/jurisdictions/us/states/ar/people/marcus-richmond.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 52"
+represents: "us/states/ar/districts/house/52"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 52 (AR State House of Representatives District 52).
 
+Represents [AR State House of Representatives District 52](/us/states/ar/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/mark-johnson.md b/data/jurisdictions/us/states/ar/people/mark-johnson.md
index 53a74413ef..07b258b417 100644
--- a/data/jurisdictions/us/states/ar/people/mark-johnson.md
+++ b/data/jurisdictions/us/states/ar/people/mark-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 17"
+represents: "us/states/ar/districts/senate/17"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 17 (AR State Senate District 17).
 
+Represents [AR State Senate District 17](/us/states/ar/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/mark-mcelroy.md b/data/jurisdictions/us/states/ar/people/mark-mcelroy.md
index cdd108efc0..ff1807962a 100644
--- a/data/jurisdictions/us/states/ar/people/mark-mcelroy.md
+++ b/data/jurisdictions/us/states/ar/people/mark-mcelroy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 62"
+represents: "us/states/ar/districts/house/62"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 62 (AR State House of Representatives District 62).
 
+Represents [AR State House of Representatives District 62](/us/states/ar/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/mark-perry.md b/data/jurisdictions/us/states/ar/people/mark-perry.md
index e47e43cbaf..3e5ceacb6f 100644
--- a/data/jurisdictions/us/states/ar/people/mark-perry.md
+++ b/data/jurisdictions/us/states/ar/people/mark-perry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 66"
+represents: "us/states/ar/districts/house/66"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 66 (AR State House of Representatives District 66).
 
+Represents [AR State House of Representatives District 66](/us/states/ar/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/mary-bentley.md b/data/jurisdictions/us/states/ar/people/mary-bentley.md
index ce2bc403d9..7df0678757 100644
--- a/data/jurisdictions/us/states/ar/people/mary-bentley.md
+++ b/data/jurisdictions/us/states/ar/people/mary-bentley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 54"
+represents: "us/states/ar/districts/house/54"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 54 (AR State House of Representatives District 54).
 
+Represents [AR State House of Representatives District 54](/us/states/ar/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/matt-brown.md b/data/jurisdictions/us/states/ar/people/matt-brown.md
index e1351c95e2..1223cc2191 100644
--- a/data/jurisdictions/us/states/ar/people/matt-brown.md
+++ b/data/jurisdictions/us/states/ar/people/matt-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 55"
+represents: "us/states/ar/districts/house/55"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 55 (AR State House of Representatives District 55).
 
+Represents [AR State House of Representatives District 55](/us/states/ar/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/matt-duffield.md b/data/jurisdictions/us/states/ar/people/matt-duffield.md
index 2597596048..6c0e49fcf0 100644
--- a/data/jurisdictions/us/states/ar/people/matt-duffield.md
+++ b/data/jurisdictions/us/states/ar/people/matt-duffield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 53"
+represents: "us/states/ar/districts/house/53"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 53 (AR State House of Representatives District 53).
 
+Represents [AR State House of Representatives District 53](/us/states/ar/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/matt-mckee.md b/data/jurisdictions/us/states/ar/people/matt-mckee.md
index b9dd31b9fa..766ed7f758 100644
--- a/data/jurisdictions/us/states/ar/people/matt-mckee.md
+++ b/data/jurisdictions/us/states/ar/people/matt-mckee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 6"
+represents: "us/states/ar/districts/senate/6"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 6 (AR State Senate District 6).
 
+Represents [AR State Senate District 6](/us/states/ar/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/matt-stone.md b/data/jurisdictions/us/states/ar/people/matt-stone.md
index 6f0800dec8..8c43647641 100644
--- a/data/jurisdictions/us/states/ar/people/matt-stone.md
+++ b/data/jurisdictions/us/states/ar/people/matt-stone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 2"
+represents: "us/states/ar/districts/senate/2"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 2 (AR State Senate District 2).
 
+Represents [AR State Senate District 2](/us/states/ar/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/matthew-shepherd.md b/data/jurisdictions/us/states/ar/people/matthew-shepherd.md
index 8645d17386..b4fa3addf0 100644
--- a/data/jurisdictions/us/states/ar/people/matthew-shepherd.md
+++ b/data/jurisdictions/us/states/ar/people/matthew-shepherd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 97"
+represents: "us/states/ar/districts/house/97"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 97 (AR State House of Representatives District 97).
 
+Represents [AR State House of Representatives District 97](/us/states/ar/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/mike-holcomb.md b/data/jurisdictions/us/states/ar/people/mike-holcomb.md
index 031d73d44f..1ae5107d27 100644
--- a/data/jurisdictions/us/states/ar/people/mike-holcomb.md
+++ b/data/jurisdictions/us/states/ar/people/mike-holcomb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 93"
+represents: "us/states/ar/districts/house/93"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 93 (AR State House of Representatives District 93).
 
+Represents [AR State House of Representatives District 93](/us/states/ar/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/mindy-mcalindon.md b/data/jurisdictions/us/states/ar/people/mindy-mcalindon.md
index 4e10607ac5..136fc40da0 100644
--- a/data/jurisdictions/us/states/ar/people/mindy-mcalindon.md
+++ b/data/jurisdictions/us/states/ar/people/mindy-mcalindon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 10"
+represents: "us/states/ar/districts/house/10"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 10 (AR State House of Representatives District 10).
 
+Represents [AR State House of Representatives District 10](/us/states/ar/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/missy-irvin.md b/data/jurisdictions/us/states/ar/people/missy-irvin.md
index 85fc6eba77..7ac1610170 100644
--- a/data/jurisdictions/us/states/ar/people/missy-irvin.md
+++ b/data/jurisdictions/us/states/ar/people/missy-irvin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 24"
+represents: "us/states/ar/districts/senate/24"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 24 (AR State Senate District 24).
 
+Represents [AR State Senate District 24](/us/states/ar/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/nick-burkes.md b/data/jurisdictions/us/states/ar/people/nick-burkes.md
index 4a522f550f..c05f01893d 100644
--- a/data/jurisdictions/us/states/ar/people/nick-burkes.md
+++ b/data/jurisdictions/us/states/ar/people/nick-burkes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 14"
+represents: "us/states/ar/districts/house/14"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 14 (AR State House of Representatives District 14).
 
+Represents [AR State House of Representatives District 14](/us/states/ar/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/nicole-clowney.md b/data/jurisdictions/us/states/ar/people/nicole-clowney.md
index 22d37923bd..eb756547a5 100644
--- a/data/jurisdictions/us/states/ar/people/nicole-clowney.md
+++ b/data/jurisdictions/us/states/ar/people/nicole-clowney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 21"
+represents: "us/states/ar/districts/house/21"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 21 (AR State House of Representatives District 21).
 
+Represents [AR State House of Representatives District 21](/us/states/ar/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/paul-childress.md b/data/jurisdictions/us/states/ar/people/paul-childress.md
index e01fd1a95f..f01faa1ff5 100644
--- a/data/jurisdictions/us/states/ar/people/paul-childress.md
+++ b/data/jurisdictions/us/states/ar/people/paul-childress.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 83"
+represents: "us/states/ar/districts/house/83"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 83 (AR State House of Representatives District 83).
 
+Represents [AR State House of Representatives District 83](/us/states/ar/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/r-j-hawk.md b/data/jurisdictions/us/states/ar/people/r-j-hawk.md
index 9ad72e6de4..9cfe06b5a3 100644
--- a/data/jurisdictions/us/states/ar/people/r-j-hawk.md
+++ b/data/jurisdictions/us/states/ar/people/r-j-hawk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 81"
+represents: "us/states/ar/districts/house/81"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 81 (AR State House of Representatives District 81).
 
+Represents [AR State House of Representatives District 81](/us/states/ar/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/randy-torres.md b/data/jurisdictions/us/states/ar/people/randy-torres.md
index 5b5acece35..60524edb14 100644
--- a/data/jurisdictions/us/states/ar/people/randy-torres.md
+++ b/data/jurisdictions/us/states/ar/people/randy-torres.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 17"
+represents: "us/states/ar/districts/house/17"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 17 (AR State House of Representatives District 17).
 
+Represents [AR State House of Representatives District 17](/us/states/ar/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/rebecca-burkes.md b/data/jurisdictions/us/states/ar/people/rebecca-burkes.md
index f71b38464a..9c260d2b4b 100644
--- a/data/jurisdictions/us/states/ar/people/rebecca-burkes.md
+++ b/data/jurisdictions/us/states/ar/people/rebecca-burkes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 11"
+represents: "us/states/ar/districts/house/11"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 11 (AR State House of Representatives District 11).
 
+Represents [AR State House of Representatives District 11](/us/states/ar/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/reginald-murdock.md b/data/jurisdictions/us/states/ar/people/reginald-murdock.md
index 21d39b7bb8..bed1e2a08a 100644
--- a/data/jurisdictions/us/states/ar/people/reginald-murdock.md
+++ b/data/jurisdictions/us/states/ar/people/reginald-murdock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 9"
+represents: "us/states/ar/districts/senate/9"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 9 (AR State Senate District 9).
 
+Represents [AR State Senate District 9](/us/states/ar/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/richard-mcgrew.md b/data/jurisdictions/us/states/ar/people/richard-mcgrew.md
index af11620e7a..366d8aca1e 100644
--- a/data/jurisdictions/us/states/ar/people/richard-mcgrew.md
+++ b/data/jurisdictions/us/states/ar/people/richard-mcgrew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 85"
+represents: "us/states/ar/districts/house/85"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 85 (AR State House of Representatives District 85).
 
+Represents [AR State House of Representatives District 85](/us/states/ar/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/richard-womack.md b/data/jurisdictions/us/states/ar/people/richard-womack.md
index 3783457ac7..51904a5e1d 100644
--- a/data/jurisdictions/us/states/ar/people/richard-womack.md
+++ b/data/jurisdictions/us/states/ar/people/richard-womack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 90"
+represents: "us/states/ar/districts/house/90"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 90 (AR State House of Representatives District 90).
 
+Represents [AR State House of Representatives District 90](/us/states/ar/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/rick-beck.md b/data/jurisdictions/us/states/ar/people/rick-beck.md
index 8b450a7026..1759c37e17 100644
--- a/data/jurisdictions/us/states/ar/people/rick-beck.md
+++ b/data/jurisdictions/us/states/ar/people/rick-beck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 43"
+represents: "us/states/ar/districts/house/43"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 43 (AR State House of Representatives District 43).
 
+Represents [AR State House of Representatives District 43](/us/states/ar/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/rick-mcclure.md b/data/jurisdictions/us/states/ar/people/rick-mcclure.md
index 763bd643d2..31fe467c36 100644
--- a/data/jurisdictions/us/states/ar/people/rick-mcclure.md
+++ b/data/jurisdictions/us/states/ar/people/rick-mcclure.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 29"
+represents: "us/states/ar/districts/house/29"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 29 (AR State House of Representatives District 29).
 
+Represents [AR State House of Representatives District 29](/us/states/ar/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/ricky-hill.md b/data/jurisdictions/us/states/ar/people/ricky-hill.md
index a5ea1b12a4..b29933e15c 100644
--- a/data/jurisdictions/us/states/ar/people/ricky-hill.md
+++ b/data/jurisdictions/us/states/ar/people/ricky-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 11"
+represents: "us/states/ar/districts/senate/11"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 11 (AR State Senate District 11).
 
+Represents [AR State Senate District 11](/us/states/ar/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/robin-lundstrum.md b/data/jurisdictions/us/states/ar/people/robin-lundstrum.md
index 14553194a0..6342414be1 100644
--- a/data/jurisdictions/us/states/ar/people/robin-lundstrum.md
+++ b/data/jurisdictions/us/states/ar/people/robin-lundstrum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 18"
+represents: "us/states/ar/districts/house/18"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 18 (AR State House of Representatives District 18).
 
+Represents [AR State House of Representatives District 18](/us/states/ar/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/roger-lynch.md b/data/jurisdictions/us/states/ar/people/roger-lynch.md
index 7a117e96dc..a590da741b 100644
--- a/data/jurisdictions/us/states/ar/people/roger-lynch.md
+++ b/data/jurisdictions/us/states/ar/people/roger-lynch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 60"
+represents: "us/states/ar/districts/house/60"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 60 (AR State House of Representatives District 60).
 
+Represents [AR State House of Representatives District 60](/us/states/ar/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/ron-caldwell.md b/data/jurisdictions/us/states/ar/people/ron-caldwell.md
index 58b2c36961..68cbf3ecfa 100644
--- a/data/jurisdictions/us/states/ar/people/ron-caldwell.md
+++ b/data/jurisdictions/us/states/ar/people/ron-caldwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 10"
+represents: "us/states/ar/districts/senate/10"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 10 (AR State Senate District 10).
 
+Represents [AR State Senate District 10](/us/states/ar/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/ron-mcnair.md b/data/jurisdictions/us/states/ar/people/ron-mcnair.md
index 8368ca955a..f175ab3aca 100644
--- a/data/jurisdictions/us/states/ar/people/ron-mcnair.md
+++ b/data/jurisdictions/us/states/ar/people/ron-mcnair.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 5"
+represents: "us/states/ar/districts/house/5"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 5 (AR State House of Representatives District 5).
 
+Represents [AR State House of Representatives District 5](/us/states/ar/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/ryan-rose.md b/data/jurisdictions/us/states/ar/people/ryan-rose.md
index 27ab843eb1..c2db737ce1 100644
--- a/data/jurisdictions/us/states/ar/people/ryan-rose.md
+++ b/data/jurisdictions/us/states/ar/people/ryan-rose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 48"
+represents: "us/states/ar/districts/house/48"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 48 (AR State House of Representatives District 48).
 
+Represents [AR State House of Representatives District 48](/us/states/ar/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/scott-flippo.md b/data/jurisdictions/us/states/ar/people/scott-flippo.md
index 4cd04c60e9..554914d314 100644
--- a/data/jurisdictions/us/states/ar/people/scott-flippo.md
+++ b/data/jurisdictions/us/states/ar/people/scott-flippo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 23"
+represents: "us/states/ar/districts/senate/23"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 23 (AR State Senate District 23).
 
+Represents [AR State Senate District 23](/us/states/ar/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/scott-richardson.md b/data/jurisdictions/us/states/ar/people/scott-richardson.md
index 24f05b27e0..e10fccf771 100644
--- a/data/jurisdictions/us/states/ar/people/scott-richardson.md
+++ b/data/jurisdictions/us/states/ar/people/scott-richardson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 13"
+represents: "us/states/ar/districts/house/13"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 13 (AR State House of Representatives District 13).
 
+Represents [AR State House of Representatives District 13](/us/states/ar/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/shad-pearce.md b/data/jurisdictions/us/states/ar/people/shad-pearce.md
index 766efb406b..bfd9995501 100644
--- a/data/jurisdictions/us/states/ar/people/shad-pearce.md
+++ b/data/jurisdictions/us/states/ar/people/shad-pearce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 40"
+represents: "us/states/ar/districts/house/40"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 40 (AR State House of Representatives District 40).
 
+Represents [AR State House of Representatives District 40](/us/states/ar/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/sonia-barker.md b/data/jurisdictions/us/states/ar/people/sonia-barker.md
index e60b80555b..065b032d72 100644
--- a/data/jurisdictions/us/states/ar/people/sonia-barker.md
+++ b/data/jurisdictions/us/states/ar/people/sonia-barker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 96"
+represents: "us/states/ar/districts/house/96"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 96 (AR State House of Representatives District 96).
 
+Represents [AR State House of Representatives District 96](/us/states/ar/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/stephanie-flowers.md b/data/jurisdictions/us/states/ar/people/stephanie-flowers.md
index e3552f4115..1c5fe1ef67 100644
--- a/data/jurisdictions/us/states/ar/people/stephanie-flowers.md
+++ b/data/jurisdictions/us/states/ar/people/stephanie-flowers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 8"
+represents: "us/states/ar/districts/senate/8"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 8 (AR State Senate District 8).
 
+Represents [AR State Senate District 8](/us/states/ar/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/stephen-meeks.md b/data/jurisdictions/us/states/ar/people/stephen-meeks.md
index d0b344c6b1..91bc5452ac 100644
--- a/data/jurisdictions/us/states/ar/people/stephen-meeks.md
+++ b/data/jurisdictions/us/states/ar/people/stephen-meeks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 42"
+represents: "us/states/ar/districts/house/42"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 42 (AR State House of Representatives District 42).
 
+Represents [AR State House of Representatives District 42](/us/states/ar/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/stetson-painter.md b/data/jurisdictions/us/states/ar/people/stetson-painter.md
index e70a45e18c..4e77d55f17 100644
--- a/data/jurisdictions/us/states/ar/people/stetson-painter.md
+++ b/data/jurisdictions/us/states/ar/people/stetson-painter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 3"
+represents: "us/states/ar/districts/house/3"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 3 (AR State House of Representatives District 3).
 
+Represents [AR State House of Representatives District 3](/us/states/ar/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/steve-crowell.md b/data/jurisdictions/us/states/ar/people/steve-crowell.md
index ed2e62db9e..d61b69626e 100644
--- a/data/jurisdictions/us/states/ar/people/steve-crowell.md
+++ b/data/jurisdictions/us/states/ar/people/steve-crowell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 3"
+represents: "us/states/ar/districts/senate/3"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 3 (AR State Senate District 3).
 
+Represents [AR State Senate District 3](/us/states/ar/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/steve-hollowell.md b/data/jurisdictions/us/states/ar/people/steve-hollowell.md
index 8d2f3aaa0f..a662948749 100644
--- a/data/jurisdictions/us/states/ar/people/steve-hollowell.md
+++ b/data/jurisdictions/us/states/ar/people/steve-hollowell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 37"
+represents: "us/states/ar/districts/house/37"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 37 (AR State House of Representatives District 37).
 
+Represents [AR State House of Representatives District 37](/us/states/ar/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/steve-magie.md b/data/jurisdictions/us/states/ar/people/steve-magie.md
index 0150de4966..3599bb0887 100644
--- a/data/jurisdictions/us/states/ar/people/steve-magie.md
+++ b/data/jurisdictions/us/states/ar/people/steve-magie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 56"
+represents: "us/states/ar/districts/house/56"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 56 (AR State House of Representatives District 56).
 
+Represents [AR State House of Representatives District 56](/us/states/ar/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/steve-unger.md b/data/jurisdictions/us/states/ar/people/steve-unger.md
index 12287aaa39..3f474f8a7b 100644
--- a/data/jurisdictions/us/states/ar/people/steve-unger.md
+++ b/data/jurisdictions/us/states/ar/people/steve-unger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 19"
+represents: "us/states/ar/districts/house/19"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 19 (AR State House of Representatives District 19).
 
+Represents [AR State House of Representatives District 19](/us/states/ar/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/steven-walker.md b/data/jurisdictions/us/states/ar/people/steven-walker.md
index ddf704b479..1d07aea505 100644
--- a/data/jurisdictions/us/states/ar/people/steven-walker.md
+++ b/data/jurisdictions/us/states/ar/people/steven-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 27"
+represents: "us/states/ar/districts/house/27"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 27 (AR State House of Representatives District 27).
 
+Represents [AR State House of Representatives District 27](/us/states/ar/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/tara-shephard.md b/data/jurisdictions/us/states/ar/people/tara-shephard.md
index a57555364a..1e8ba386e9 100644
--- a/data/jurisdictions/us/states/ar/people/tara-shephard.md
+++ b/data/jurisdictions/us/states/ar/people/tara-shephard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 79"
+represents: "us/states/ar/districts/house/79"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 79 (AR State House of Representatives District 79).
 
+Represents [AR State House of Representatives District 79](/us/states/ar/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/terry-rice.md b/data/jurisdictions/us/states/ar/people/terry-rice.md
index 9b8b83c2f6..7f62af4b4b 100644
--- a/data/jurisdictions/us/states/ar/people/terry-rice.md
+++ b/data/jurisdictions/us/states/ar/people/terry-rice.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 5"
+represents: "us/states/ar/districts/senate/5"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 5 (AR State Senate District 5).
 
+Represents [AR State Senate District 5](/us/states/ar/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/tippi-mccullough.md b/data/jurisdictions/us/states/ar/people/tippi-mccullough.md
index e4b40b3d89..09a4caec88 100644
--- a/data/jurisdictions/us/states/ar/people/tippi-mccullough.md
+++ b/data/jurisdictions/us/states/ar/people/tippi-mccullough.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 74"
+represents: "us/states/ar/districts/house/74"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 74 (AR State House of Representatives District 74).
 
+Represents [AR State House of Representatives District 74](/us/states/ar/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/tony-furman.md b/data/jurisdictions/us/states/ar/people/tony-furman.md
index 7b1e25ded0..4cb1f80c14 100644
--- a/data/jurisdictions/us/states/ar/people/tony-furman.md
+++ b/data/jurisdictions/us/states/ar/people/tony-furman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 82"
+represents: "us/states/ar/districts/house/82"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 82 (AR State House of Representatives District 82).
 
+Represents [AR State House of Representatives District 82](/us/states/ar/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/tracy-steele.md b/data/jurisdictions/us/states/ar/people/tracy-steele.md
index c3014e65e5..55d734ad8a 100644
--- a/data/jurisdictions/us/states/ar/people/tracy-steele.md
+++ b/data/jurisdictions/us/states/ar/people/tracy-steele.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 72"
+represents: "us/states/ar/districts/house/72"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 72 (AR State House of Representatives District 72).
 
+Represents [AR State House of Representatives District 72](/us/states/ar/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/trey-steimel.md b/data/jurisdictions/us/states/ar/people/trey-steimel.md
index aa1f547e8b..77d4a45969 100644
--- a/data/jurisdictions/us/states/ar/people/trey-steimel.md
+++ b/data/jurisdictions/us/states/ar/people/trey-steimel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 2"
+represents: "us/states/ar/districts/house/2"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 2 (AR State House of Representatives District 2).
 
+Represents [AR State House of Representatives District 2](/us/states/ar/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/tyler-dees.md b/data/jurisdictions/us/states/ar/people/tyler-dees.md
index f63585da0b..94d4eb2909 100644
--- a/data/jurisdictions/us/states/ar/people/tyler-dees.md
+++ b/data/jurisdictions/us/states/ar/people/tyler-dees.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State Senate District 35"
+represents: "us/states/ar/districts/senate/35"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR Senate District 35 (AR State Senate District 35).
 
+Represents [AR State Senate District 35](/us/states/ar/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/wade-andrews.md b/data/jurisdictions/us/states/ar/people/wade-andrews.md
index 6d00610453..0b94fba263 100644
--- a/data/jurisdictions/us/states/ar/people/wade-andrews.md
+++ b/data/jurisdictions/us/states/ar/people/wade-andrews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 98"
+represents: "us/states/ar/districts/house/98"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 98 (AR State House of Representatives District 98).
 
+Represents [AR State House of Representatives District 98](/us/states/ar/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/wayne-long.md b/data/jurisdictions/us/states/ar/people/wayne-long.md
index cf2674745d..03b3dba496 100644
--- a/data/jurisdictions/us/states/ar/people/wayne-long.md
+++ b/data/jurisdictions/us/states/ar/people/wayne-long.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 39"
+represents: "us/states/ar/districts/house/39"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 39 (AR State House of Representatives District 39).
 
+Represents [AR State House of Representatives District 39](/us/states/ar/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ar/people/zack-gramlich.md b/data/jurisdictions/us/states/ar/people/zack-gramlich.md
index b610ffdce4..cf0f6cfd90 100644
--- a/data/jurisdictions/us/states/ar/people/zack-gramlich.md
+++ b/data/jurisdictions/us/states/ar/people/zack-gramlich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AR"
 district: "AR State House of Representatives District 50"
+represents: "us/states/ar/districts/house/50"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AR House District 50 (AR State House of Representatives District 50).
 
+Represents [AR State House of Representatives District 50](/us/states/ar/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/counties/apache/index.md b/data/jurisdictions/us/states/az/counties/apache/index.md
index 9551defa4f..d8e2a48582 100644
--- a/data/jurisdictions/us/states/az/counties/apache/index.md
+++ b/data/jurisdictions/us/states/az/counties/apache/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 46752
   hispanic: 4169
   bachelors_plus: 9973
+districts:
+  - to: "us/states/az/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/az/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/az/districts/house/6"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4169 |
 | Bachelor's or higher | 9973 |
 
+## Districts
+
+- [AZ-02](/us/states/az/districts/02.md) — 100% (congressional)
+- [AZ Senate District 6](/us/states/az/districts/senate/6.md) — 100% (state senate)
+- [AZ House District 6](/us/states/az/districts/house/6.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/cochise/index.md b/data/jurisdictions/us/states/az/counties/cochise/index.md
index a57d95931f..a24894a07f 100644
--- a/data/jurisdictions/us/states/az/counties/cochise/index.md
+++ b/data/jurisdictions/us/states/az/counties/cochise/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 1700
   hispanic: 44719
   bachelors_plus: 35041
+districts:
+  - to: "us/states/az/districts/06"
+    rel: in-district
+    area_weight: 0.9296
+  - to: "us/states/az/districts/07"
+    rel: in-district
+    area_weight: 0.0704
+  - to: "us/states/az/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9543
+  - to: "us/states/az/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0457
+  - to: "us/states/az/districts/house/19"
+    rel: in-district
+    area_weight: 0.9543
+  - to: "us/states/az/districts/house/21"
+    rel: in-district
+    area_weight: 0.0457
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 44719 |
 | Bachelor's or higher | 35041 |
 
+## Districts
+
+- [AZ-06](/us/states/az/districts/06.md) — 93% (congressional)
+- [AZ-07](/us/states/az/districts/07.md) — 7% (congressional)
+- [AZ Senate District 19](/us/states/az/districts/senate/19.md) — 95% (state senate)
+- [AZ Senate District 21](/us/states/az/districts/senate/21.md) — 5% (state senate)
+- [AZ House District 19](/us/states/az/districts/house/19.md) — 95% (state house)
+- [AZ House District 21](/us/states/az/districts/house/21.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/coconino/index.md b/data/jurisdictions/us/states/az/counties/coconino/index.md
index 6857590108..73cff5cbf4 100644
--- a/data/jurisdictions/us/states/az/counties/coconino/index.md
+++ b/data/jurisdictions/us/states/az/counties/coconino/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 37412
   hispanic: 23080
   bachelors_plus: 54535
+districts:
+  - to: "us/states/az/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/az/districts/senate/6"
+    rel: in-district
+    area_weight: 0.8118
+  - to: "us/states/az/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1878
+  - to: "us/states/az/districts/house/6"
+    rel: in-district
+    area_weight: 0.8118
+  - to: "us/states/az/districts/house/7"
+    rel: in-district
+    area_weight: 0.1878
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 23080 |
 | Bachelor's or higher | 54535 |
 
+## Districts
+
+- [AZ-02](/us/states/az/districts/02.md) — 100% (congressional)
+- [AZ Senate District 6](/us/states/az/districts/senate/6.md) — 81% (state senate)
+- [AZ Senate District 7](/us/states/az/districts/senate/7.md) — 19% (state senate)
+- [AZ House District 6](/us/states/az/districts/house/6.md) — 81% (state house)
+- [AZ House District 7](/us/states/az/districts/house/7.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/gila/index.md b/data/jurisdictions/us/states/az/counties/gila/index.md
index 6ead57ff8a..b39e7683b8 100644
--- a/data/jurisdictions/us/states/az/counties/gila/index.md
+++ b/data/jurisdictions/us/states/az/counties/gila/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 5279
   hispanic: 9659
   bachelors_plus: 10392
+districts:
+  - to: "us/states/az/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/az/districts/senate/7"
+    rel: in-district
+    area_weight: 0.616
+  - to: "us/states/az/districts/senate/6"
+    rel: in-district
+    area_weight: 0.3839
+  - to: "us/states/az/districts/house/7"
+    rel: in-district
+    area_weight: 0.616
+  - to: "us/states/az/districts/house/6"
+    rel: in-district
+    area_weight: 0.3839
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 9659 |
 | Bachelor's or higher | 10392 |
 
+## Districts
+
+- [AZ-02](/us/states/az/districts/02.md) — 100% (congressional)
+- [AZ Senate District 7](/us/states/az/districts/senate/7.md) — 62% (state senate)
+- [AZ Senate District 6](/us/states/az/districts/senate/6.md) — 38% (state senate)
+- [AZ House District 7](/us/states/az/districts/house/7.md) — 62% (state house)
+- [AZ House District 6](/us/states/az/districts/house/6.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/graham/index.md b/data/jurisdictions/us/states/az/counties/graham/index.md
index 278e6a86ea..557ced1ed5 100644
--- a/data/jurisdictions/us/states/az/counties/graham/index.md
+++ b/data/jurisdictions/us/states/az/counties/graham/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 3505
   hispanic: 12075
   bachelors_plus: 4853
+districts:
+  - to: "us/states/az/districts/06"
+    rel: in-district
+    area_weight: 0.6326
+  - to: "us/states/az/districts/02"
+    rel: in-district
+    area_weight: 0.3674
+  - to: "us/states/az/districts/senate/19"
+    rel: in-district
+    area_weight: 0.633
+  - to: "us/states/az/districts/senate/6"
+    rel: in-district
+    area_weight: 0.367
+  - to: "us/states/az/districts/house/19"
+    rel: in-district
+    area_weight: 0.633
+  - to: "us/states/az/districts/house/6"
+    rel: in-district
+    area_weight: 0.367
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12075 |
 | Bachelor's or higher | 4853 |
 
+## Districts
+
+- [AZ-06](/us/states/az/districts/06.md) — 63% (congressional)
+- [AZ-02](/us/states/az/districts/02.md) — 37% (congressional)
+- [AZ Senate District 19](/us/states/az/districts/senate/19.md) — 63% (state senate)
+- [AZ Senate District 6](/us/states/az/districts/senate/6.md) — 37% (state senate)
+- [AZ House District 19](/us/states/az/districts/house/19.md) — 63% (state house)
+- [AZ House District 6](/us/states/az/districts/house/6.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/greenlee/index.md b/data/jurisdictions/us/states/az/counties/greenlee/index.md
index f4743d26c2..43ca9fc880 100644
--- a/data/jurisdictions/us/states/az/counties/greenlee/index.md
+++ b/data/jurisdictions/us/states/az/counties/greenlee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 196
   hispanic: 4396
   bachelors_plus: 1802
+districts:
+  - to: "us/states/az/districts/06"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/az/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/az/districts/house/19"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4396 |
 | Bachelor's or higher | 1802 |
 
+## Districts
+
+- [AZ-06](/us/states/az/districts/06.md) — 100% (congressional)
+- [AZ Senate District 19](/us/states/az/districts/senate/19.md) — 100% (state senate)
+- [AZ House District 19](/us/states/az/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/la-paz/index.md b/data/jurisdictions/us/states/az/counties/la-paz/index.md
index 870b415413..3c15dd58e3 100644
--- a/data/jurisdictions/us/states/az/counties/la-paz/index.md
+++ b/data/jurisdictions/us/states/az/counties/la-paz/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2202
   hispanic: 4263
   bachelors_plus: 2285
+districts:
+  - to: "us/states/az/districts/09"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/az/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/az/districts/house/30"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4263 |
 | Bachelor's or higher | 2285 |
 
+## Districts
+
+- [AZ-09](/us/states/az/districts/09.md) — 100% (congressional)
+- [AZ Senate District 30](/us/states/az/districts/senate/30.md) — 100% (state senate)
+- [AZ House District 30](/us/states/az/districts/house/30.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/maricopa/index.md b/data/jurisdictions/us/states/az/counties/maricopa/index.md
index ef5e45e231..350f8343f6 100644
--- a/data/jurisdictions/us/states/az/counties/maricopa/index.md
+++ b/data/jurisdictions/us/states/az/counties/maricopa/index.md
@@ -22,9 +22,144 @@ demographics:
   race_native: 90213
   hispanic: 1422451
   bachelors_plus: 1578463
+districts:
+  - to: "us/states/az/districts/09"
+    rel: in-district
+    area_weight: 0.3534
+  - to: "us/states/az/districts/07"
+    rel: in-district
+    area_weight: 0.3251
+  - to: "us/states/az/districts/01"
+    rel: in-district
+    area_weight: 0.1757
+  - to: "us/states/az/districts/08"
+    rel: in-district
+    area_weight: 0.0628
+  - to: "us/states/az/districts/05"
+    rel: in-district
+    area_weight: 0.0246
+  - to: "us/states/az/districts/03"
+    rel: in-district
+    area_weight: 0.0224
+  - to: "us/states/az/districts/04"
+    rel: in-district
+    area_weight: 0.0195
+  - to: "us/states/az/districts/02"
+    rel: in-district
+    area_weight: 0.0165
+  - to: "us/states/az/districts/senate/23"
+    rel: in-district
+    area_weight: 0.2888
+  - to: "us/states/az/districts/senate/25"
+    rel: in-district
+    area_weight: 0.2423
+  - to: "us/states/az/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1621
+  - to: "us/states/az/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0976
+  - to: "us/states/az/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0422
+  - to: "us/states/az/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0329
+  - to: "us/states/az/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0148
+  - to: "us/states/az/districts/senate/12"
+    rel: in-district
+    area_weight: 0.014
+  - to: "us/states/az/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0121
+  - to: "us/states/az/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0115
+  - to: "us/states/az/districts/senate/4"
+    rel: in-district
+    area_weight: 0.011
+  - to: "us/states/az/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0089
+  - to: "us/states/az/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0087
+  - to: "us/states/az/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0085
+  - to: "us/states/az/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0078
+  - to: "us/states/az/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0073
+  - to: "us/states/az/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0069
+  - to: "us/states/az/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/az/districts/house/23"
+    rel: in-district
+    area_weight: 0.2888
+  - to: "us/states/az/districts/house/25"
+    rel: in-district
+    area_weight: 0.2423
+  - to: "us/states/az/districts/house/3"
+    rel: in-district
+    area_weight: 0.1621
+  - to: "us/states/az/districts/house/30"
+    rel: in-district
+    area_weight: 0.0976
+  - to: "us/states/az/districts/house/29"
+    rel: in-district
+    area_weight: 0.0422
+  - to: "us/states/az/districts/house/28"
+    rel: in-district
+    area_weight: 0.0329
+  - to: "us/states/az/districts/house/8"
+    rel: in-district
+    area_weight: 0.0148
+  - to: "us/states/az/districts/house/12"
+    rel: in-district
+    area_weight: 0.014
+  - to: "us/states/az/districts/house/22"
+    rel: in-district
+    area_weight: 0.0121
+  - to: "us/states/az/districts/house/11"
+    rel: in-district
+    area_weight: 0.0115
+  - to: "us/states/az/districts/house/4"
+    rel: in-district
+    area_weight: 0.011
+  - to: "us/states/az/districts/house/10"
+    rel: in-district
+    area_weight: 0.0089
+  - to: "us/states/az/districts/house/16"
+    rel: in-district
+    area_weight: 0.0087
+  - to: "us/states/az/districts/house/2"
+    rel: in-district
+    area_weight: 0.0085
+  - to: "us/states/az/districts/house/15"
+    rel: in-district
+    area_weight: 0.0078
+  - to: "us/states/az/districts/house/14"
+    rel: in-district
+    area_weight: 0.0073
+  - to: "us/states/az/districts/house/13"
+    rel: in-district
+    area_weight: 0.0069
+  - to: "us/states/az/districts/house/27"
+    rel: in-district
+    area_weight: 0.0064
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +191,54 @@ County jurisdiction — 12 officeholders mapped.
 | Hispanic/Latino | 1422451 |
 | Bachelor's or higher | 1578463 |
 
+## Districts
+
+- [AZ-09](/us/states/az/districts/09.md) — 35% (congressional)
+- [AZ-07](/us/states/az/districts/07.md) — 33% (congressional)
+- [AZ-01](/us/states/az/districts/01.md) — 18% (congressional)
+- [AZ-08](/us/states/az/districts/08.md) — 6% (congressional)
+- [AZ-05](/us/states/az/districts/05.md) — 2% (congressional)
+- [AZ-03](/us/states/az/districts/03.md) — 2% (congressional)
+- [AZ-04](/us/states/az/districts/04.md) — 2% (congressional)
+- [AZ-02](/us/states/az/districts/02.md) — 2% (congressional)
+- [AZ Senate District 23](/us/states/az/districts/senate/23.md) — 29% (state senate)
+- [AZ Senate District 25](/us/states/az/districts/senate/25.md) — 24% (state senate)
+- [AZ Senate District 3](/us/states/az/districts/senate/3.md) — 16% (state senate)
+- [AZ Senate District 30](/us/states/az/districts/senate/30.md) — 10% (state senate)
+- [AZ Senate District 29](/us/states/az/districts/senate/29.md) — 4% (state senate)
+- [AZ Senate District 28](/us/states/az/districts/senate/28.md) — 3% (state senate)
+- [AZ Senate District 8](/us/states/az/districts/senate/8.md) — 1% (state senate)
+- [AZ Senate District 12](/us/states/az/districts/senate/12.md) — 1% (state senate)
+- [AZ Senate District 22](/us/states/az/districts/senate/22.md) — 1% (state senate)
+- [AZ Senate District 11](/us/states/az/districts/senate/11.md) — 1% (state senate)
+- [AZ Senate District 4](/us/states/az/districts/senate/4.md) — 1% (state senate)
+- [AZ Senate District 10](/us/states/az/districts/senate/10.md) — 1% (state senate)
+- [AZ Senate District 16](/us/states/az/districts/senate/16.md) — 1% (state senate)
+- [AZ Senate District 2](/us/states/az/districts/senate/2.md) — 1% (state senate)
+- [AZ Senate District 15](/us/states/az/districts/senate/15.md) — 1% (state senate)
+- [AZ Senate District 14](/us/states/az/districts/senate/14.md) — 1% (state senate)
+- [AZ Senate District 13](/us/states/az/districts/senate/13.md) — 1% (state senate)
+- [AZ Senate District 27](/us/states/az/districts/senate/27.md) — 1% (state senate)
+- [AZ House District 23](/us/states/az/districts/house/23.md) — 29% (state house)
+- [AZ House District 25](/us/states/az/districts/house/25.md) — 24% (state house)
+- [AZ House District 3](/us/states/az/districts/house/3.md) — 16% (state house)
+- [AZ House District 30](/us/states/az/districts/house/30.md) — 10% (state house)
+- [AZ House District 29](/us/states/az/districts/house/29.md) — 4% (state house)
+- [AZ House District 28](/us/states/az/districts/house/28.md) — 3% (state house)
+- [AZ House District 8](/us/states/az/districts/house/8.md) — 1% (state house)
+- [AZ House District 12](/us/states/az/districts/house/12.md) — 1% (state house)
+- [AZ House District 22](/us/states/az/districts/house/22.md) — 1% (state house)
+- [AZ House District 11](/us/states/az/districts/house/11.md) — 1% (state house)
+- [AZ House District 4](/us/states/az/districts/house/4.md) — 1% (state house)
+- [AZ House District 10](/us/states/az/districts/house/10.md) — 1% (state house)
+- [AZ House District 16](/us/states/az/districts/house/16.md) — 1% (state house)
+- [AZ House District 2](/us/states/az/districts/house/2.md) — 1% (state house)
+- [AZ House District 15](/us/states/az/districts/house/15.md) — 1% (state house)
+- [AZ House District 14](/us/states/az/districts/house/14.md) — 1% (state house)
+- [AZ House District 13](/us/states/az/districts/house/13.md) — 1% (state house)
+- [AZ House District 27](/us/states/az/districts/house/27.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/mohave/index.md b/data/jurisdictions/us/states/az/counties/mohave/index.md
index 03ea54bafc..cbfb388f10 100644
--- a/data/jurisdictions/us/states/az/counties/mohave/index.md
+++ b/data/jurisdictions/us/states/az/counties/mohave/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 3771
   hispanic: 37708
   bachelors_plus: 36183
+districts:
+  - to: "us/states/az/districts/09"
+    rel: in-district
+    area_weight: 0.9292
+  - to: "us/states/az/districts/02"
+    rel: in-district
+    area_weight: 0.0705
+  - to: "us/states/az/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9294
+  - to: "us/states/az/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0704
+  - to: "us/states/az/districts/house/30"
+    rel: in-district
+    area_weight: 0.9294
+  - to: "us/states/az/districts/house/6"
+    rel: in-district
+    area_weight: 0.0704
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 37708 |
 | Bachelor's or higher | 36183 |
 
+## Districts
+
+- [AZ-09](/us/states/az/districts/09.md) — 93% (congressional)
+- [AZ-02](/us/states/az/districts/02.md) — 7% (congressional)
+- [AZ Senate District 30](/us/states/az/districts/senate/30.md) — 93% (state senate)
+- [AZ Senate District 6](/us/states/az/districts/senate/6.md) — 7% (state senate)
+- [AZ House District 30](/us/states/az/districts/house/30.md) — 93% (state house)
+- [AZ House District 6](/us/states/az/districts/house/6.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/navajo/index.md b/data/jurisdictions/us/states/az/counties/navajo/index.md
index 058420e2d3..fa036e2c89 100644
--- a/data/jurisdictions/us/states/az/counties/navajo/index.md
+++ b/data/jurisdictions/us/states/az/counties/navajo/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 45712
   hispanic: 11786
   bachelors_plus: 19299
+districts:
+  - to: "us/states/az/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/az/districts/senate/6"
+    rel: in-district
+    area_weight: 0.7671
+  - to: "us/states/az/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2329
+  - to: "us/states/az/districts/house/6"
+    rel: in-district
+    area_weight: 0.7671
+  - to: "us/states/az/districts/house/7"
+    rel: in-district
+    area_weight: 0.2329
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11786 |
 | Bachelor's or higher | 19299 |
 
+## Districts
+
+- [AZ-02](/us/states/az/districts/02.md) — 100% (congressional)
+- [AZ Senate District 6](/us/states/az/districts/senate/6.md) — 77% (state senate)
+- [AZ Senate District 7](/us/states/az/districts/senate/7.md) — 23% (state senate)
+- [AZ House District 6](/us/states/az/districts/house/6.md) — 77% (state house)
+- [AZ House District 7](/us/states/az/districts/house/7.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/pima/index.md b/data/jurisdictions/us/states/az/counties/pima/index.md
index 955291a8d5..2492500c5d 100644
--- a/data/jurisdictions/us/states/az/counties/pima/index.md
+++ b/data/jurisdictions/us/states/az/counties/pima/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 30810
   hispanic: 386110
   bachelors_plus: 385688
+districts:
+  - to: "us/states/az/districts/07"
+    rel: in-district
+    area_weight: 0.806
+  - to: "us/states/az/districts/06"
+    rel: in-district
+    area_weight: 0.1939
+  - to: "us/states/az/districts/senate/23"
+    rel: in-district
+    area_weight: 0.6301
+  - to: "us/states/az/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1145
+  - to: "us/states/az/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1144
+  - to: "us/states/az/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0679
+  - to: "us/states/az/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0532
+  - to: "us/states/az/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0104
+  - to: "us/states/az/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0094
+  - to: "us/states/az/districts/house/23"
+    rel: in-district
+    area_weight: 0.6301
+  - to: "us/states/az/districts/house/21"
+    rel: in-district
+    area_weight: 0.1145
+  - to: "us/states/az/districts/house/17"
+    rel: in-district
+    area_weight: 0.1144
+  - to: "us/states/az/districts/house/19"
+    rel: in-district
+    area_weight: 0.0679
+  - to: "us/states/az/districts/house/16"
+    rel: in-district
+    area_weight: 0.0532
+  - to: "us/states/az/districts/house/18"
+    rel: in-district
+    area_weight: 0.0104
+  - to: "us/states/az/districts/house/20"
+    rel: in-district
+    area_weight: 0.0094
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 386110 |
 | Bachelor's or higher | 385688 |
 
+## Districts
+
+- [AZ-07](/us/states/az/districts/07.md) — 81% (congressional)
+- [AZ-06](/us/states/az/districts/06.md) — 19% (congressional)
+- [AZ Senate District 23](/us/states/az/districts/senate/23.md) — 63% (state senate)
+- [AZ Senate District 21](/us/states/az/districts/senate/21.md) — 11% (state senate)
+- [AZ Senate District 17](/us/states/az/districts/senate/17.md) — 11% (state senate)
+- [AZ Senate District 19](/us/states/az/districts/senate/19.md) — 7% (state senate)
+- [AZ Senate District 16](/us/states/az/districts/senate/16.md) — 5% (state senate)
+- [AZ Senate District 18](/us/states/az/districts/senate/18.md) — 1% (state senate)
+- [AZ Senate District 20](/us/states/az/districts/senate/20.md) — 1% (state senate)
+- [AZ House District 23](/us/states/az/districts/house/23.md) — 63% (state house)
+- [AZ House District 21](/us/states/az/districts/house/21.md) — 11% (state house)
+- [AZ House District 17](/us/states/az/districts/house/17.md) — 11% (state house)
+- [AZ House District 19](/us/states/az/districts/house/19.md) — 7% (state house)
+- [AZ House District 16](/us/states/az/districts/house/16.md) — 5% (state house)
+- [AZ House District 18](/us/states/az/districts/house/18.md) — 1% (state house)
+- [AZ House District 20](/us/states/az/districts/house/20.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/pinal/index.md b/data/jurisdictions/us/states/az/counties/pinal/index.md
index 11d610fd94..cf43344a4c 100644
--- a/data/jurisdictions/us/states/az/counties/pinal/index.md
+++ b/data/jurisdictions/us/states/az/counties/pinal/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 20793
   hispanic: 139779
   bachelors_plus: 99437
+districts:
+  - to: "us/states/az/districts/02"
+    rel: in-district
+    area_weight: 0.5481
+  - to: "us/states/az/districts/06"
+    rel: in-district
+    area_weight: 0.2522
+  - to: "us/states/az/districts/07"
+    rel: in-district
+    area_weight: 0.1665
+  - to: "us/states/az/districts/05"
+    rel: in-district
+    area_weight: 0.0331
+  - to: "us/states/az/districts/senate/16"
+    rel: in-district
+    area_weight: 0.4526
+  - to: "us/states/az/districts/senate/7"
+    rel: in-district
+    area_weight: 0.3626
+  - to: "us/states/az/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0775
+  - to: "us/states/az/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0395
+  - to: "us/states/az/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0389
+  - to: "us/states/az/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0283
+  - to: "us/states/az/districts/house/16"
+    rel: in-district
+    area_weight: 0.4526
+  - to: "us/states/az/districts/house/7"
+    rel: in-district
+    area_weight: 0.3626
+  - to: "us/states/az/districts/house/23"
+    rel: in-district
+    area_weight: 0.0775
+  - to: "us/states/az/districts/house/6"
+    rel: in-district
+    area_weight: 0.0395
+  - to: "us/states/az/districts/house/17"
+    rel: in-district
+    area_weight: 0.0389
+  - to: "us/states/az/districts/house/15"
+    rel: in-district
+    area_weight: 0.0283
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction.
 | Hispanic/Latino | 139779 |
 | Bachelor's or higher | 99437 |
 
+## Districts
+
+- [AZ-02](/us/states/az/districts/02.md) — 55% (congressional)
+- [AZ-06](/us/states/az/districts/06.md) — 25% (congressional)
+- [AZ-07](/us/states/az/districts/07.md) — 17% (congressional)
+- [AZ-05](/us/states/az/districts/05.md) — 3% (congressional)
+- [AZ Senate District 16](/us/states/az/districts/senate/16.md) — 45% (state senate)
+- [AZ Senate District 7](/us/states/az/districts/senate/7.md) — 36% (state senate)
+- [AZ Senate District 23](/us/states/az/districts/senate/23.md) — 8% (state senate)
+- [AZ Senate District 6](/us/states/az/districts/senate/6.md) — 4% (state senate)
+- [AZ Senate District 17](/us/states/az/districts/senate/17.md) — 4% (state senate)
+- [AZ Senate District 15](/us/states/az/districts/senate/15.md) — 3% (state senate)
+- [AZ House District 16](/us/states/az/districts/house/16.md) — 45% (state house)
+- [AZ House District 7](/us/states/az/districts/house/7.md) — 36% (state house)
+- [AZ House District 23](/us/states/az/districts/house/23.md) — 8% (state house)
+- [AZ House District 6](/us/states/az/districts/house/6.md) — 4% (state house)
+- [AZ House District 17](/us/states/az/districts/house/17.md) — 4% (state house)
+- [AZ House District 15](/us/states/az/districts/house/15.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/santa-cruz/index.md b/data/jurisdictions/us/states/az/counties/santa-cruz/index.md
index c468d9dc25..1aaddac683 100644
--- a/data/jurisdictions/us/states/az/counties/santa-cruz/index.md
+++ b/data/jurisdictions/us/states/az/counties/santa-cruz/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 282
   hispanic: 40367
   bachelors_plus: 10260
+districts:
+  - to: "us/states/az/districts/07"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/az/districts/senate/21"
+    rel: in-district
+    area_weight: 0.6238
+  - to: "us/states/az/districts/senate/19"
+    rel: in-district
+    area_weight: 0.376
+  - to: "us/states/az/districts/house/21"
+    rel: in-district
+    area_weight: 0.6238
+  - to: "us/states/az/districts/house/19"
+    rel: in-district
+    area_weight: 0.376
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 40367 |
 | Bachelor's or higher | 10260 |
 
+## Districts
+
+- [AZ-07](/us/states/az/districts/07.md) — 100% (congressional)
+- [AZ Senate District 21](/us/states/az/districts/senate/21.md) — 62% (state senate)
+- [AZ Senate District 19](/us/states/az/districts/senate/19.md) — 38% (state senate)
+- [AZ House District 21](/us/states/az/districts/house/21.md) — 62% (state house)
+- [AZ House District 19](/us/states/az/districts/house/19.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/yavapai/index.md b/data/jurisdictions/us/states/az/counties/yavapai/index.md
index e12d6fd1e1..29cc1b68d6 100644
--- a/data/jurisdictions/us/states/az/counties/yavapai/index.md
+++ b/data/jurisdictions/us/states/az/counties/yavapai/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3727
   hispanic: 37748
   bachelors_plus: 81558
+districts:
+  - to: "us/states/az/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/az/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/az/districts/house/1"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 37748 |
 | Bachelor's or higher | 81558 |
 
+## Districts
+
+- [AZ-02](/us/states/az/districts/02.md) — 100% (congressional)
+- [AZ Senate District 1](/us/states/az/districts/senate/1.md) — 100% (state senate)
+- [AZ House District 1](/us/states/az/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/counties/yuma/index.md b/data/jurisdictions/us/states/az/counties/yuma/index.md
index 95b6ad55b1..b7051d86ed 100644
--- a/data/jurisdictions/us/states/az/counties/yuma/index.md
+++ b/data/jurisdictions/us/states/az/counties/yuma/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 2965
   hispanic: 137437
   bachelors_plus: 31600
+districts:
+  - to: "us/states/az/districts/09"
+    rel: in-district
+    area_weight: 0.5624
+  - to: "us/states/az/districts/07"
+    rel: in-district
+    area_weight: 0.4375
+  - to: "us/states/az/districts/senate/25"
+    rel: in-district
+    area_weight: 0.5623
+  - to: "us/states/az/districts/senate/23"
+    rel: in-district
+    area_weight: 0.4376
+  - to: "us/states/az/districts/house/25"
+    rel: in-district
+    area_weight: 0.5623
+  - to: "us/states/az/districts/house/23"
+    rel: in-district
+    area_weight: 0.4376
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, az]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 137437 |
 | Bachelor's or higher | 31600 |
 
+## Districts
+
+- [AZ-09](/us/states/az/districts/09.md) — 56% (congressional)
+- [AZ-07](/us/states/az/districts/07.md) — 44% (congressional)
+- [AZ Senate District 25](/us/states/az/districts/senate/25.md) — 56% (state senate)
+- [AZ Senate District 23](/us/states/az/districts/senate/23.md) — 44% (state senate)
+- [AZ House District 25](/us/states/az/districts/house/25.md) — 56% (state house)
+- [AZ House District 23](/us/states/az/districts/house/23.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/az/districts/01.md b/data/jurisdictions/us/states/az/districts/01.md
index 568dd1bd81..82dd99a057 100644
--- a/data/jurisdictions/us/states/az/districts/01.md
+++ b/data/jurisdictions/us/states/az/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 344227
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, az]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/az/districts/02.md b/data/jurisdictions/us/states/az/districts/02.md
index 22ecd342e6..ac7c7ffd00 100644
--- a/data/jurisdictions/us/states/az/districts/02.md
+++ b/data/jurisdictions/us/states/az/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 165757
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, az]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/az/districts/03.md b/data/jurisdictions/us/states/az/districts/03.md
index 0efbec72f6..3280f8ae84 100644
--- a/data/jurisdictions/us/states/az/districts/03.md
+++ b/data/jurisdictions/us/states/az/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 113037
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, az]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/az/districts/04.md b/data/jurisdictions/us/states/az/districts/04.md
index 1e8816c6f7..cb9a0b2690 100644
--- a/data/jurisdictions/us/states/az/districts/04.md
+++ b/data/jurisdictions/us/states/az/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 228151
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, az]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/az/districts/05.md b/data/jurisdictions/us/states/az/districts/05.md
index 3d8fc8adad..d5a8b5e6f1 100644
--- a/data/jurisdictions/us/states/az/districts/05.md
+++ b/data/jurisdictions/us/states/az/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 250763
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, az]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/az/districts/06.md b/data/jurisdictions/us/states/az/districts/06.md
index 343cdc55ee..91553dbf63 100644
--- a/data/jurisdictions/us/states/az/districts/06.md
+++ b/data/jurisdictions/us/states/az/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 246335
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, az]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/az/districts/07.md b/data/jurisdictions/us/states/az/districts/07.md
index 1165f6819e..33297c6c86 100644
--- a/data/jurisdictions/us/states/az/districts/07.md
+++ b/data/jurisdictions/us/states/az/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 113714
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, az]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/az/districts/08.md b/data/jurisdictions/us/states/az/districts/08.md
index a75d27bb88..ac554db741 100644
--- a/data/jurisdictions/us/states/az/districts/08.md
+++ b/data/jurisdictions/us/states/az/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 214658
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, az]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/az/districts/09.md b/data/jurisdictions/us/states/az/districts/09.md
index 5aeb71c8e8..63a8cfacb4 100644
--- a/data/jurisdictions/us/states/az/districts/09.md
+++ b/data/jurisdictions/us/states/az/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 153770
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, az]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/az/districts/house/1.md b/data/jurisdictions/us/states/az/districts/house/1.md
new file mode 100644
index 0000000000..9ccfd27806
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 1"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 1
+
+State House district 1 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/10.md b/data/jurisdictions/us/states/az/districts/house/10.md
new file mode 100644
index 0000000000..89996c6f5b
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 10"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 10
+
+State House district 10 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/11.md b/data/jurisdictions/us/states/az/districts/house/11.md
new file mode 100644
index 0000000000..66243116ed
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 11"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 11
+
+State House district 11 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/12.md b/data/jurisdictions/us/states/az/districts/house/12.md
new file mode 100644
index 0000000000..82acca60dc
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 12"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 12
+
+State House district 12 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/13.md b/data/jurisdictions/us/states/az/districts/house/13.md
new file mode 100644
index 0000000000..672b74c1fa
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 13"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 13
+
+State House district 13 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/14.md b/data/jurisdictions/us/states/az/districts/house/14.md
new file mode 100644
index 0000000000..583b0cf090
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 14"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 14
+
+State House district 14 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/15.md b/data/jurisdictions/us/states/az/districts/house/15.md
new file mode 100644
index 0000000000..27a4d4bf8a
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 15"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 15
+
+State House district 15 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/16.md b/data/jurisdictions/us/states/az/districts/house/16.md
new file mode 100644
index 0000000000..51649eb8c9
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 16"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 16
+
+State House district 16 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/17.md b/data/jurisdictions/us/states/az/districts/house/17.md
new file mode 100644
index 0000000000..7d55a38c5c
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 17"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 17
+
+State House district 17 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/18.md b/data/jurisdictions/us/states/az/districts/house/18.md
new file mode 100644
index 0000000000..14a9ad29e6
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 18"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 18
+
+State House district 18 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/19.md b/data/jurisdictions/us/states/az/districts/house/19.md
new file mode 100644
index 0000000000..d6271fd2d0
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 19"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 19
+
+State House district 19 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/2.md b/data/jurisdictions/us/states/az/districts/house/2.md
new file mode 100644
index 0000000000..765a53c497
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 2"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 2
+
+State House district 2 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/20.md b/data/jurisdictions/us/states/az/districts/house/20.md
new file mode 100644
index 0000000000..bee1427b88
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 20"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 20
+
+State House district 20 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/21.md b/data/jurisdictions/us/states/az/districts/house/21.md
new file mode 100644
index 0000000000..12ef8793d0
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 21"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 21
+
+State House district 21 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/22.md b/data/jurisdictions/us/states/az/districts/house/22.md
new file mode 100644
index 0000000000..2d91a080bf
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 22"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 22
+
+State House district 22 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/23.md b/data/jurisdictions/us/states/az/districts/house/23.md
new file mode 100644
index 0000000000..2b21081d70
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 23"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 23
+
+State House district 23 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/24.md b/data/jurisdictions/us/states/az/districts/house/24.md
new file mode 100644
index 0000000000..08aea64614
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 24"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 24
+
+State House district 24 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/25.md b/data/jurisdictions/us/states/az/districts/house/25.md
new file mode 100644
index 0000000000..303e730407
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 25"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 25
+
+State House district 25 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/26.md b/data/jurisdictions/us/states/az/districts/house/26.md
new file mode 100644
index 0000000000..4ff89db13b
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 26"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 26
+
+State House district 26 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/27.md b/data/jurisdictions/us/states/az/districts/house/27.md
new file mode 100644
index 0000000000..acb93806f1
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 27"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 27
+
+State House district 27 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/28.md b/data/jurisdictions/us/states/az/districts/house/28.md
new file mode 100644
index 0000000000..71d1615799
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 28"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 28
+
+State House district 28 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/29.md b/data/jurisdictions/us/states/az/districts/house/29.md
new file mode 100644
index 0000000000..6d6f82bf79
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 29"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 29
+
+State House district 29 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/3.md b/data/jurisdictions/us/states/az/districts/house/3.md
new file mode 100644
index 0000000000..2c76183eba
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 3"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 3
+
+State House district 3 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/30.md b/data/jurisdictions/us/states/az/districts/house/30.md
new file mode 100644
index 0000000000..201dfb44e9
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 30"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 30
+
+State House district 30 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/4.md b/data/jurisdictions/us/states/az/districts/house/4.md
new file mode 100644
index 0000000000..ec7032189f
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 4"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 4
+
+State House district 4 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/5.md b/data/jurisdictions/us/states/az/districts/house/5.md
new file mode 100644
index 0000000000..89c174959c
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 5"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 5
+
+State House district 5 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/6.md b/data/jurisdictions/us/states/az/districts/house/6.md
new file mode 100644
index 0000000000..d0a476f9ad
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 6"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 6
+
+State House district 6 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/7.md b/data/jurisdictions/us/states/az/districts/house/7.md
new file mode 100644
index 0000000000..a753ab0445
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 7"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 7
+
+State House district 7 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/8.md b/data/jurisdictions/us/states/az/districts/house/8.md
new file mode 100644
index 0000000000..995b3d43d4
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 8"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 8
+
+State House district 8 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/house/9.md b/data/jurisdictions/us/states/az/districts/house/9.md
new file mode 100644
index 0000000000..53b24c0424
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ House District 9"
+classification: state-house-district
+state: "AZ"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ House District 9
+
+State House district 9 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/1.md b/data/jurisdictions/us/states/az/districts/senate/1.md
new file mode 100644
index 0000000000..74d5225c73
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 1"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 1
+
+State Senate district 1 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/10.md b/data/jurisdictions/us/states/az/districts/senate/10.md
new file mode 100644
index 0000000000..eae97460e0
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 10"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 10
+
+State Senate district 10 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/11.md b/data/jurisdictions/us/states/az/districts/senate/11.md
new file mode 100644
index 0000000000..d73b08139d
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 11"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 11
+
+State Senate district 11 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/12.md b/data/jurisdictions/us/states/az/districts/senate/12.md
new file mode 100644
index 0000000000..9c0fc3e9c9
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 12"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 12
+
+State Senate district 12 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/13.md b/data/jurisdictions/us/states/az/districts/senate/13.md
new file mode 100644
index 0000000000..238e138eaa
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 13"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 13
+
+State Senate district 13 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/14.md b/data/jurisdictions/us/states/az/districts/senate/14.md
new file mode 100644
index 0000000000..278d76c43d
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 14"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 14
+
+State Senate district 14 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/15.md b/data/jurisdictions/us/states/az/districts/senate/15.md
new file mode 100644
index 0000000000..b9f0a81606
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 15"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 15
+
+State Senate district 15 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/16.md b/data/jurisdictions/us/states/az/districts/senate/16.md
new file mode 100644
index 0000000000..081893e3fd
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 16"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 16
+
+State Senate district 16 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/17.md b/data/jurisdictions/us/states/az/districts/senate/17.md
new file mode 100644
index 0000000000..47b977f056
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 17"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 17
+
+State Senate district 17 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/18.md b/data/jurisdictions/us/states/az/districts/senate/18.md
new file mode 100644
index 0000000000..dde76ac119
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 18"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 18
+
+State Senate district 18 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/19.md b/data/jurisdictions/us/states/az/districts/senate/19.md
new file mode 100644
index 0000000000..e0e7a0b0f2
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 19"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 19
+
+State Senate district 19 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/2.md b/data/jurisdictions/us/states/az/districts/senate/2.md
new file mode 100644
index 0000000000..b352bd1a19
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 2"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 2
+
+State Senate district 2 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/20.md b/data/jurisdictions/us/states/az/districts/senate/20.md
new file mode 100644
index 0000000000..fda4cdad3b
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 20"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 20
+
+State Senate district 20 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/21.md b/data/jurisdictions/us/states/az/districts/senate/21.md
new file mode 100644
index 0000000000..01d71a9e73
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 21"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 21
+
+State Senate district 21 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/22.md b/data/jurisdictions/us/states/az/districts/senate/22.md
new file mode 100644
index 0000000000..05c620e804
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 22"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 22
+
+State Senate district 22 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/23.md b/data/jurisdictions/us/states/az/districts/senate/23.md
new file mode 100644
index 0000000000..bb6755eaa5
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 23"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 23
+
+State Senate district 23 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/24.md b/data/jurisdictions/us/states/az/districts/senate/24.md
new file mode 100644
index 0000000000..ca0fe5a9ae
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 24"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 24
+
+State Senate district 24 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/25.md b/data/jurisdictions/us/states/az/districts/senate/25.md
new file mode 100644
index 0000000000..756bd5373b
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 25"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 25
+
+State Senate district 25 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/26.md b/data/jurisdictions/us/states/az/districts/senate/26.md
new file mode 100644
index 0000000000..1aa6891b9d
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 26"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 26
+
+State Senate district 26 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/27.md b/data/jurisdictions/us/states/az/districts/senate/27.md
new file mode 100644
index 0000000000..d918304799
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 27"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 27
+
+State Senate district 27 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/28.md b/data/jurisdictions/us/states/az/districts/senate/28.md
new file mode 100644
index 0000000000..0d5a77467c
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 28"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 28
+
+State Senate district 28 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/29.md b/data/jurisdictions/us/states/az/districts/senate/29.md
new file mode 100644
index 0000000000..1764365d46
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 29"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 29
+
+State Senate district 29 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/3.md b/data/jurisdictions/us/states/az/districts/senate/3.md
new file mode 100644
index 0000000000..ad8cdbbb1e
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 3"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 3
+
+State Senate district 3 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/30.md b/data/jurisdictions/us/states/az/districts/senate/30.md
new file mode 100644
index 0000000000..e55ca24f3d
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 30"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 30
+
+State Senate district 30 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/4.md b/data/jurisdictions/us/states/az/districts/senate/4.md
new file mode 100644
index 0000000000..dee5e3bd1d
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 4"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 4
+
+State Senate district 4 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/5.md b/data/jurisdictions/us/states/az/districts/senate/5.md
new file mode 100644
index 0000000000..dd8ce5eec2
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 5"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 5
+
+State Senate district 5 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/6.md b/data/jurisdictions/us/states/az/districts/senate/6.md
new file mode 100644
index 0000000000..65f5fa8aa1
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 6"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 6
+
+State Senate district 6 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/7.md b/data/jurisdictions/us/states/az/districts/senate/7.md
new file mode 100644
index 0000000000..6d33454ec2
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 7"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 7
+
+State Senate district 7 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/8.md b/data/jurisdictions/us/states/az/districts/senate/8.md
new file mode 100644
index 0000000000..23ccfbf511
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 8"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 8
+
+State Senate district 8 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/districts/senate/9.md b/data/jurisdictions/us/states/az/districts/senate/9.md
new file mode 100644
index 0000000000..ff22894237
--- /dev/null
+++ b/data/jurisdictions/us/states/az/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "AZ Senate District 9"
+classification: state-senate-district
+state: "AZ"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, az]
+timestamp: "2026-07-03"
+---
+
+# AZ Senate District 9
+
+State Senate district 9 (AZ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/az/people/aaron-marquez.md b/data/jurisdictions/us/states/az/people/aaron-marquez.md
index a9d91a0add..6b0246a071 100644
--- a/data/jurisdictions/us/states/az/people/aaron-marquez.md
+++ b/data/jurisdictions/us/states/az/people/aaron-marquez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 5"
+represents: "us/states/az/districts/house/5"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 5 (AZ State House of Representatives District 5).
 
+Represents [AZ State House of Representatives District 5](/us/states/az/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/alex-kolodin.md b/data/jurisdictions/us/states/az/people/alex-kolodin.md
index c12093fd4c..c777d3c0d0 100644
--- a/data/jurisdictions/us/states/az/people/alex-kolodin.md
+++ b/data/jurisdictions/us/states/az/people/alex-kolodin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 3"
+represents: "us/states/az/districts/house/3"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 3 (AZ State House of Representatives District 3).
 
+Represents [AZ State House of Representatives District 3](/us/states/az/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/alma-hernandez.md b/data/jurisdictions/us/states/az/people/alma-hernandez.md
index 8ee457a296..72b2e3cc32 100644
--- a/data/jurisdictions/us/states/az/people/alma-hernandez.md
+++ b/data/jurisdictions/us/states/az/people/alma-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 20"
+represents: "us/states/az/districts/house/20"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 20 (AZ State House of Representatives District 20).
 
+Represents [AZ State House of Representatives District 20](/us/states/az/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/analise-ortiz.md b/data/jurisdictions/us/states/az/people/analise-ortiz.md
index 2290247e28..780b0e3c01 100644
--- a/data/jurisdictions/us/states/az/people/analise-ortiz.md
+++ b/data/jurisdictions/us/states/az/people/analise-ortiz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 24"
+represents: "us/states/az/districts/senate/24"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 24 (AZ State Senate District 24).
 
+Represents [AZ State Senate District 24](/us/states/az/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/anna-abeytia.md b/data/jurisdictions/us/states/az/people/anna-abeytia.md
index fb16bdd777..8b953310df 100644
--- a/data/jurisdictions/us/states/az/people/anna-abeytia.md
+++ b/data/jurisdictions/us/states/az/people/anna-abeytia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 24"
+represents: "us/states/az/districts/house/24"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 24 (AZ State House of Representatives District 24).
 
+Represents [AZ State House of Representatives District 24](/us/states/az/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/betty-villegas.md b/data/jurisdictions/us/states/az/people/betty-villegas.md
index 0b2d259f72..99976d640a 100644
--- a/data/jurisdictions/us/states/az/people/betty-villegas.md
+++ b/data/jurisdictions/us/states/az/people/betty-villegas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 20"
+represents: "us/states/az/districts/house/20"
 tenure:
   start: "2023-07-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 20 (AZ State House of Representatives District 20).
 
+Represents [AZ State House of Representatives District 20](/us/states/az/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/beverly-pingerelli.md b/data/jurisdictions/us/states/az/people/beverly-pingerelli.md
index 4ddd0fb7c8..a4a9d87f21 100644
--- a/data/jurisdictions/us/states/az/people/beverly-pingerelli.md
+++ b/data/jurisdictions/us/states/az/people/beverly-pingerelli.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 28"
+represents: "us/states/az/districts/house/28"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 28 (AZ State House of Representatives District 28).
 
+Represents [AZ State House of Representatives District 28](/us/states/az/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/brian-fernandez.md b/data/jurisdictions/us/states/az/people/brian-fernandez.md
index dda60f2404..7e63237401 100644
--- a/data/jurisdictions/us/states/az/people/brian-fernandez.md
+++ b/data/jurisdictions/us/states/az/people/brian-fernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 23"
+represents: "us/states/az/districts/senate/23"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 23 (AZ State Senate District 23).
 
+Represents [AZ State Senate District 23](/us/states/az/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/brian-garcia.md b/data/jurisdictions/us/states/az/people/brian-garcia.md
index 37dfd9441c..4d2b607c64 100644
--- a/data/jurisdictions/us/states/az/people/brian-garcia.md
+++ b/data/jurisdictions/us/states/az/people/brian-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 8"
+represents: "us/states/az/districts/house/8"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 8 (AZ State House of Representatives District 8).
 
+Represents [AZ State House of Representatives District 8](/us/states/az/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/carine-werner.md b/data/jurisdictions/us/states/az/people/carine-werner.md
index deeefcc65f..e6274b200f 100644
--- a/data/jurisdictions/us/states/az/people/carine-werner.md
+++ b/data/jurisdictions/us/states/az/people/carine-werner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 4"
+represents: "us/states/az/districts/senate/4"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 4 (AZ State Senate District 4).
 
+Represents [AZ State Senate District 4](/us/states/az/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/catherine-miranda.md b/data/jurisdictions/us/states/az/people/catherine-miranda.md
index 1d3b585839..357bf44e51 100644
--- a/data/jurisdictions/us/states/az/people/catherine-miranda.md
+++ b/data/jurisdictions/us/states/az/people/catherine-miranda.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 11"
+represents: "us/states/az/districts/senate/11"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 11 (AZ State Senate District 11).
 
+Represents [AZ State Senate District 11](/us/states/az/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/cesar-aguilar.md b/data/jurisdictions/us/states/az/people/cesar-aguilar.md
index c77333e90a..1c995cbd4e 100644
--- a/data/jurisdictions/us/states/az/people/cesar-aguilar.md
+++ b/data/jurisdictions/us/states/az/people/cesar-aguilar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 26"
+represents: "us/states/az/districts/house/26"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 26 (AZ State House of Representatives District 26).
 
+Represents [AZ State House of Representatives District 26](/us/states/az/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/chris-lopez.md b/data/jurisdictions/us/states/az/people/chris-lopez.md
index 62308ed52c..1c6ee58ed5 100644
--- a/data/jurisdictions/us/states/az/people/chris-lopez.md
+++ b/data/jurisdictions/us/states/az/people/chris-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 16"
+represents: "us/states/az/districts/house/16"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 16 (AZ State House of Representatives District 16).
 
+Represents [AZ State House of Representatives District 16](/us/states/az/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/chris-mathis.md b/data/jurisdictions/us/states/az/people/chris-mathis.md
index 69dcb056ad..f7197af246 100644
--- a/data/jurisdictions/us/states/az/people/chris-mathis.md
+++ b/data/jurisdictions/us/states/az/people/chris-mathis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 18"
+represents: "us/states/az/districts/house/18"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 18 (AZ State House of Representatives District 18).
 
+Represents [AZ State House of Representatives District 18](/us/states/az/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/cody-reim.md b/data/jurisdictions/us/states/az/people/cody-reim.md
index 341d34570d..cdbd7a10c1 100644
--- a/data/jurisdictions/us/states/az/people/cody-reim.md
+++ b/data/jurisdictions/us/states/az/people/cody-reim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 3"
+represents: "us/states/az/districts/house/3"
 tenure:
   start: "2026-03-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 3 (AZ State House of Representatives District 3).
 
+Represents [AZ State House of Representatives District 3](/us/states/az/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/consuelo-hernandez.md b/data/jurisdictions/us/states/az/people/consuelo-hernandez.md
index 03e0a14f78..3258223011 100644
--- a/data/jurisdictions/us/states/az/people/consuelo-hernandez.md
+++ b/data/jurisdictions/us/states/az/people/consuelo-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 21"
+represents: "us/states/az/districts/house/21"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 21 (AZ State House of Representatives District 21).
 
+Represents [AZ State House of Representatives District 21](/us/states/az/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/dave-farnsworth.md b/data/jurisdictions/us/states/az/people/dave-farnsworth.md
index 0b60d06ef0..ace8b077c9 100644
--- a/data/jurisdictions/us/states/az/people/dave-farnsworth.md
+++ b/data/jurisdictions/us/states/az/people/dave-farnsworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 10"
+represents: "us/states/az/districts/senate/10"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 10 (AZ State Senate District 10).
 
+Represents [AZ State Senate District 10](/us/states/az/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/david-gowan.md b/data/jurisdictions/us/states/az/people/david-gowan.md
index c8f91a4124..9990f1df76 100644
--- a/data/jurisdictions/us/states/az/people/david-gowan.md
+++ b/data/jurisdictions/us/states/az/people/david-gowan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 19"
+represents: "us/states/az/districts/senate/19"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 19 (AZ State Senate District 19).
 
+Represents [AZ State Senate District 19](/us/states/az/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/david-livingston.md b/data/jurisdictions/us/states/az/people/david-livingston.md
index 1d5d4f5e04..5910044c41 100644
--- a/data/jurisdictions/us/states/az/people/david-livingston.md
+++ b/data/jurisdictions/us/states/az/people/david-livingston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 28"
+represents: "us/states/az/districts/house/28"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 28 (AZ State House of Representatives District 28).
 
+Represents [AZ State House of Representatives District 28](/us/states/az/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/elda-luna-najera.md b/data/jurisdictions/us/states/az/people/elda-luna-najera.md
index a9efa74dd5..6ba6f4e89f 100644
--- a/data/jurisdictions/us/states/az/people/elda-luna-najera.md
+++ b/data/jurisdictions/us/states/az/people/elda-luna-najera.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 22"
+represents: "us/states/az/districts/house/22"
 tenure:
   start: "2024-03-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 22 (AZ State House of Representatives District 22).
 
+Represents [AZ State House of Representatives District 22](/us/states/az/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/eva-diaz.md b/data/jurisdictions/us/states/az/people/eva-diaz.md
index 1256ef24b3..97e7f6bbc7 100644
--- a/data/jurisdictions/us/states/az/people/eva-diaz.md
+++ b/data/jurisdictions/us/states/az/people/eva-diaz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 22"
+represents: "us/states/az/districts/senate/22"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 22 (AZ State Senate District 22).
 
+Represents [AZ State Senate District 22](/us/states/az/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/flavio-bravo.md b/data/jurisdictions/us/states/az/people/flavio-bravo.md
index 50897f9b7e..e2af1d395b 100644
--- a/data/jurisdictions/us/states/az/people/flavio-bravo.md
+++ b/data/jurisdictions/us/states/az/people/flavio-bravo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 26"
+represents: "us/states/az/districts/senate/26"
 tenure:
   start: "2023-05-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 26 (AZ State Senate District 26).
 
+Represents [AZ State Senate District 26](/us/states/az/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/frank-carroll.md b/data/jurisdictions/us/states/az/people/frank-carroll.md
index 5d63961e4e..a265290b4a 100644
--- a/data/jurisdictions/us/states/az/people/frank-carroll.md
+++ b/data/jurisdictions/us/states/az/people/frank-carroll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 28"
+represents: "us/states/az/districts/senate/28"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 28 (AZ State Senate District 28).
 
+Represents [AZ State Senate District 28](/us/states/az/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/gail-griffin.md b/data/jurisdictions/us/states/az/people/gail-griffin.md
index f78357b182..d2fade8625 100644
--- a/data/jurisdictions/us/states/az/people/gail-griffin.md
+++ b/data/jurisdictions/us/states/az/people/gail-griffin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 19"
+represents: "us/states/az/districts/house/19"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 19 (AZ State House of Representatives District 19).
 
+Represents [AZ State House of Representatives District 19](/us/states/az/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/hildy-angius.md b/data/jurisdictions/us/states/az/people/hildy-angius.md
index ced56861a8..7dccb7f142 100644
--- a/data/jurisdictions/us/states/az/people/hildy-angius.md
+++ b/data/jurisdictions/us/states/az/people/hildy-angius.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 30"
+represents: "us/states/az/districts/senate/30"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 30 (AZ State Senate District 30).
 
+Represents [AZ State Senate District 30](/us/states/az/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/j-d-mesnard.md b/data/jurisdictions/us/states/az/people/j-d-mesnard.md
index 129ebfb270..f8e5fbf4dd 100644
--- a/data/jurisdictions/us/states/az/people/j-d-mesnard.md
+++ b/data/jurisdictions/us/states/az/people/j-d-mesnard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 13"
+represents: "us/states/az/districts/senate/13"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 13 (AZ State Senate District 13).
 
+Represents [AZ State Senate District 13](/us/states/az/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/jake-hoffman.md b/data/jurisdictions/us/states/az/people/jake-hoffman.md
index a3d90fec95..91e16f26c9 100644
--- a/data/jurisdictions/us/states/az/people/jake-hoffman.md
+++ b/data/jurisdictions/us/states/az/people/jake-hoffman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 15"
+represents: "us/states/az/districts/senate/15"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 15 (AZ State Senate District 15).
 
+Represents [AZ State Senate District 15](/us/states/az/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/james-taylor.md b/data/jurisdictions/us/states/az/people/james-taylor.md
index 5a66a94724..8bc126388b 100644
--- a/data/jurisdictions/us/states/az/people/james-taylor.md
+++ b/data/jurisdictions/us/states/az/people/james-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 29"
+represents: "us/states/az/districts/house/29"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 29 (AZ State House of Representatives District 29).
 
+Represents [AZ State House of Representatives District 29](/us/states/az/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/janae-shamp.md b/data/jurisdictions/us/states/az/people/janae-shamp.md
index bc295bf447..c25aee908f 100644
--- a/data/jurisdictions/us/states/az/people/janae-shamp.md
+++ b/data/jurisdictions/us/states/az/people/janae-shamp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 29"
+represents: "us/states/az/districts/senate/29"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 29 (AZ State Senate District 29).
 
+Represents [AZ State Senate District 29](/us/states/az/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/janeen-connolly.md b/data/jurisdictions/us/states/az/people/janeen-connolly.md
index db9efeb508..2f7353ee69 100644
--- a/data/jurisdictions/us/states/az/people/janeen-connolly.md
+++ b/data/jurisdictions/us/states/az/people/janeen-connolly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 8"
+represents: "us/states/az/districts/house/8"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 8 (AZ State House of Representatives District 8).
 
+Represents [AZ State House of Representatives District 8](/us/states/az/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/jeff-weninger.md b/data/jurisdictions/us/states/az/people/jeff-weninger.md
index a87a88d3b9..9f59402b4b 100644
--- a/data/jurisdictions/us/states/az/people/jeff-weninger.md
+++ b/data/jurisdictions/us/states/az/people/jeff-weninger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 13"
+represents: "us/states/az/districts/house/13"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 13 (AZ State House of Representatives District 13).
 
+Represents [AZ State House of Representatives District 13](/us/states/az/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/john-gillette.md b/data/jurisdictions/us/states/az/people/john-gillette.md
index 53ab203baa..a17ee77e9f 100644
--- a/data/jurisdictions/us/states/az/people/john-gillette.md
+++ b/data/jurisdictions/us/states/az/people/john-gillette.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 30"
+represents: "us/states/az/districts/house/30"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 30 (AZ State House of Representatives District 30).
 
+Represents [AZ State House of Representatives District 30](/us/states/az/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/john-kavanagh.md b/data/jurisdictions/us/states/az/people/john-kavanagh.md
index ae8fa09c30..b437d5fb74 100644
--- a/data/jurisdictions/us/states/az/people/john-kavanagh.md
+++ b/data/jurisdictions/us/states/az/people/john-kavanagh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 3"
+represents: "us/states/az/districts/senate/3"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 3 (AZ State Senate District 3).
 
+Represents [AZ State Senate District 3](/us/states/az/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/julie-willoughby.md b/data/jurisdictions/us/states/az/people/julie-willoughby.md
index dffe237a24..074c67b602 100644
--- a/data/jurisdictions/us/states/az/people/julie-willoughby.md
+++ b/data/jurisdictions/us/states/az/people/julie-willoughby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 13"
+represents: "us/states/az/districts/house/13"
 tenure:
   start: "2023-05-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 13 (AZ State House of Representatives District 13).
 
+Represents [AZ State House of Representatives District 13](/us/states/az/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/junelle-cavero.md b/data/jurisdictions/us/states/az/people/junelle-cavero.md
index d407117c9b..02d5c380d0 100644
--- a/data/jurisdictions/us/states/az/people/junelle-cavero.md
+++ b/data/jurisdictions/us/states/az/people/junelle-cavero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 11"
+represents: "us/states/az/districts/house/11"
 tenure:
   start: "2024-04-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 11 (AZ State House of Representatives District 11).
 
+Represents [AZ State House of Representatives District 11](/us/states/az/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/justin-olson.md b/data/jurisdictions/us/states/az/people/justin-olson.md
index ab32046086..a98f6ac040 100644
--- a/data/jurisdictions/us/states/az/people/justin-olson.md
+++ b/data/jurisdictions/us/states/az/people/justin-olson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 10"
+represents: "us/states/az/districts/house/10"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 10 (AZ State House of Representatives District 10).
 
+Represents [AZ State House of Representatives District 10](/us/states/az/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/justin-wilmeth.md b/data/jurisdictions/us/states/az/people/justin-wilmeth.md
index d13775b12c..99fdecf73e 100644
--- a/data/jurisdictions/us/states/az/people/justin-wilmeth.md
+++ b/data/jurisdictions/us/states/az/people/justin-wilmeth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 2"
+represents: "us/states/az/districts/house/2"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 2 (AZ State House of Representatives District 2).
 
+Represents [AZ State House of Representatives District 2](/us/states/az/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/kevin-payne.md b/data/jurisdictions/us/states/az/people/kevin-payne.md
index 1dbbc727f2..432de29fa3 100644
--- a/data/jurisdictions/us/states/az/people/kevin-payne.md
+++ b/data/jurisdictions/us/states/az/people/kevin-payne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 27"
+represents: "us/states/az/districts/senate/27"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 27 (AZ State Senate District 27).
 
+Represents [AZ State Senate District 27](/us/states/az/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/kevin-volk.md b/data/jurisdictions/us/states/az/people/kevin-volk.md
index c41ce41f3d..71b6f4f09e 100644
--- a/data/jurisdictions/us/states/az/people/kevin-volk.md
+++ b/data/jurisdictions/us/states/az/people/kevin-volk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 17"
+represents: "us/states/az/districts/house/17"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 17 (AZ State House of Representatives District 17).
 
+Represents [AZ State House of Representatives District 17](/us/states/az/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/khyl-powell.md b/data/jurisdictions/us/states/az/people/khyl-powell.md
index 3e720571f3..f552085f9a 100644
--- a/data/jurisdictions/us/states/az/people/khyl-powell.md
+++ b/data/jurisdictions/us/states/az/people/khyl-powell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 14"
+represents: "us/states/az/districts/house/14"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 14 (AZ State House of Representatives District 14).
 
+Represents [AZ State House of Representatives District 14](/us/states/az/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/kiana-sears.md b/data/jurisdictions/us/states/az/people/kiana-sears.md
index 030ed2f847..6179076338 100644
--- a/data/jurisdictions/us/states/az/people/kiana-sears.md
+++ b/data/jurisdictions/us/states/az/people/kiana-sears.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 9"
+represents: "us/states/az/districts/senate/9"
 tenure:
   start: "2025-03-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 9 (AZ State Senate District 9).
 
+Represents [AZ State Senate District 9](/us/states/az/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/lauren-kuby.md b/data/jurisdictions/us/states/az/people/lauren-kuby.md
index 42eabe069b..073841ad0f 100644
--- a/data/jurisdictions/us/states/az/people/lauren-kuby.md
+++ b/data/jurisdictions/us/states/az/people/lauren-kuby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 8"
+represents: "us/states/az/districts/senate/8"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 8 (AZ State Senate District 8).
 
+Represents [AZ State Senate District 8](/us/states/az/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/laurin-hendrix.md b/data/jurisdictions/us/states/az/people/laurin-hendrix.md
index 3f61f0cf6a..7e99baedef 100644
--- a/data/jurisdictions/us/states/az/people/laurin-hendrix.md
+++ b/data/jurisdictions/us/states/az/people/laurin-hendrix.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 14"
+represents: "us/states/az/districts/house/14"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 14 (AZ State House of Representatives District 14).
 
+Represents [AZ State House of Representatives District 14](/us/states/az/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/lela-alston.md b/data/jurisdictions/us/states/az/people/lela-alston.md
index ff391ceb2d..4fb85565e9 100644
--- a/data/jurisdictions/us/states/az/people/lela-alston.md
+++ b/data/jurisdictions/us/states/az/people/lela-alston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 5"
+represents: "us/states/az/districts/senate/5"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 5 (AZ State Senate District 5).
 
+Represents [AZ State Senate District 5](/us/states/az/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/leo-biasiucci.md b/data/jurisdictions/us/states/az/people/leo-biasiucci.md
index 9ad087635a..ec16114e1b 100644
--- a/data/jurisdictions/us/states/az/people/leo-biasiucci.md
+++ b/data/jurisdictions/us/states/az/people/leo-biasiucci.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 30"
+represents: "us/states/az/districts/house/30"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 30 (AZ State House of Representatives District 30).
 
+Represents [AZ State House of Representatives District 30](/us/states/az/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/lisa-fink.md b/data/jurisdictions/us/states/az/people/lisa-fink.md
index d027858306..a56d95a2b2 100644
--- a/data/jurisdictions/us/states/az/people/lisa-fink.md
+++ b/data/jurisdictions/us/states/az/people/lisa-fink.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 27"
+represents: "us/states/az/districts/house/27"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 27 (AZ State House of Representatives District 27).
 
+Represents [AZ State House of Representatives District 27](/us/states/az/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/lorena-austin.md b/data/jurisdictions/us/states/az/people/lorena-austin.md
index 133c47f783..ca9fa52eb4 100644
--- a/data/jurisdictions/us/states/az/people/lorena-austin.md
+++ b/data/jurisdictions/us/states/az/people/lorena-austin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 9"
+represents: "us/states/az/districts/house/9"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 9 (AZ State House of Representatives District 9).
 
+Represents [AZ State House of Representatives District 9](/us/states/az/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/lupe-contreras.md b/data/jurisdictions/us/states/az/people/lupe-contreras.md
index c402af19e9..61ab839a68 100644
--- a/data/jurisdictions/us/states/az/people/lupe-contreras.md
+++ b/data/jurisdictions/us/states/az/people/lupe-contreras.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 22"
+represents: "us/states/az/districts/house/22"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 22 (AZ State House of Representatives District 22).
 
+Represents [AZ State House of Representatives District 22](/us/states/az/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/lupe-diaz.md b/data/jurisdictions/us/states/az/people/lupe-diaz.md
index b762e2987d..d91e89f434 100644
--- a/data/jurisdictions/us/states/az/people/lupe-diaz.md
+++ b/data/jurisdictions/us/states/az/people/lupe-diaz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 19"
+represents: "us/states/az/districts/house/19"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 19 (AZ State House of Representatives District 19).
 
+Represents [AZ State House of Representatives District 19](/us/states/az/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/lydia-hernandez.md b/data/jurisdictions/us/states/az/people/lydia-hernandez.md
index b58e7259b0..2423f3306c 100644
--- a/data/jurisdictions/us/states/az/people/lydia-hernandez.md
+++ b/data/jurisdictions/us/states/az/people/lydia-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 24"
+represents: "us/states/az/districts/house/24"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 24 (AZ State House of Representatives District 24).
 
+Represents [AZ State House of Representatives District 24](/us/states/az/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/mae-peshlakai.md b/data/jurisdictions/us/states/az/people/mae-peshlakai.md
index ba12f86a19..7aec4d2bd1 100644
--- a/data/jurisdictions/us/states/az/people/mae-peshlakai.md
+++ b/data/jurisdictions/us/states/az/people/mae-peshlakai.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 6"
+represents: "us/states/az/districts/house/6"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 6 (AZ State House of Representatives District 6).
 
+Represents [AZ State House of Representatives District 6](/us/states/az/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/mariana-sandoval.md b/data/jurisdictions/us/states/az/people/mariana-sandoval.md
index b219585a2e..d959b07246 100644
--- a/data/jurisdictions/us/states/az/people/mariana-sandoval.md
+++ b/data/jurisdictions/us/states/az/people/mariana-sandoval.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 23"
+represents: "us/states/az/districts/house/23"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 23 (AZ State House of Representatives District 23).
 
+Represents [AZ State House of Representatives District 23](/us/states/az/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/mark-finchem.md b/data/jurisdictions/us/states/az/people/mark-finchem.md
index 0e35e3c20c..e473684878 100644
--- a/data/jurisdictions/us/states/az/people/mark-finchem.md
+++ b/data/jurisdictions/us/states/az/people/mark-finchem.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 1"
+represents: "us/states/az/districts/senate/1"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 1 (AZ State Senate District 1).
 
+Represents [AZ State Senate District 1](/us/states/az/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/matt-gress.md b/data/jurisdictions/us/states/az/people/matt-gress.md
index 8bfa8cc536..7e124d0632 100644
--- a/data/jurisdictions/us/states/az/people/matt-gress.md
+++ b/data/jurisdictions/us/states/az/people/matt-gress.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 4"
+represents: "us/states/az/districts/house/4"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 4 (AZ State House of Representatives District 4).
 
+Represents [AZ State House of Representatives District 4](/us/states/az/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/michael-carbone.md b/data/jurisdictions/us/states/az/people/michael-carbone.md
index f57127445a..6e0ace426a 100644
--- a/data/jurisdictions/us/states/az/people/michael-carbone.md
+++ b/data/jurisdictions/us/states/az/people/michael-carbone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 25"
+represents: "us/states/az/districts/house/25"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 25 (AZ State House of Representatives District 25).
 
+Represents [AZ State House of Representatives District 25](/us/states/az/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/michael-way.md b/data/jurisdictions/us/states/az/people/michael-way.md
index 1428d5d370..0b8835534d 100644
--- a/data/jurisdictions/us/states/az/people/michael-way.md
+++ b/data/jurisdictions/us/states/az/people/michael-way.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 15"
+represents: "us/states/az/districts/house/15"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 15 (AZ State House of Representatives District 15).
 
+Represents [AZ State House of Representatives District 15](/us/states/az/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/michele-pena.md b/data/jurisdictions/us/states/az/people/michele-pena.md
index 3d84701f38..c1babd3be6 100644
--- a/data/jurisdictions/us/states/az/people/michele-pena.md
+++ b/data/jurisdictions/us/states/az/people/michele-pena.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 23"
+represents: "us/states/az/districts/house/23"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 23 (AZ State House of Representatives District 23).
 
+Represents [AZ State House of Representatives District 23](/us/states/az/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/mitzi-epstein.md b/data/jurisdictions/us/states/az/people/mitzi-epstein.md
index 1e8bdcfad8..724e2e8264 100644
--- a/data/jurisdictions/us/states/az/people/mitzi-epstein.md
+++ b/data/jurisdictions/us/states/az/people/mitzi-epstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 12"
+represents: "us/states/az/districts/senate/12"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 12 (AZ State Senate District 12).
 
+Represents [AZ State Senate District 12](/us/states/az/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/myron-tsosie.md b/data/jurisdictions/us/states/az/people/myron-tsosie.md
index 4df3835d7a..c6f4b06d0b 100644
--- a/data/jurisdictions/us/states/az/people/myron-tsosie.md
+++ b/data/jurisdictions/us/states/az/people/myron-tsosie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 6"
+represents: "us/states/az/districts/house/6"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 6 (AZ State House of Representatives District 6).
 
+Represents [AZ State House of Representatives District 6](/us/states/az/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/nancy-gutierrez.md b/data/jurisdictions/us/states/az/people/nancy-gutierrez.md
index 5176ff03b3..c7a7db2350 100644
--- a/data/jurisdictions/us/states/az/people/nancy-gutierrez.md
+++ b/data/jurisdictions/us/states/az/people/nancy-gutierrez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 18"
+represents: "us/states/az/districts/house/18"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 18 (AZ State House of Representatives District 18).
 
+Represents [AZ State House of Representatives District 18](/us/states/az/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/neal-carter.md b/data/jurisdictions/us/states/az/people/neal-carter.md
index 518315749a..e68c35931f 100644
--- a/data/jurisdictions/us/states/az/people/neal-carter.md
+++ b/data/jurisdictions/us/states/az/people/neal-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 15"
+represents: "us/states/az/districts/house/15"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 15 (AZ State House of Representatives District 15).
 
+Represents [AZ State House of Representatives District 15](/us/states/az/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/nick-kupper.md b/data/jurisdictions/us/states/az/people/nick-kupper.md
index 3e3e2b9e91..acb902d62a 100644
--- a/data/jurisdictions/us/states/az/people/nick-kupper.md
+++ b/data/jurisdictions/us/states/az/people/nick-kupper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 25"
+represents: "us/states/az/districts/house/25"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 25 (AZ State House of Representatives District 25).
 
+Represents [AZ State House of Representatives District 25](/us/states/az/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/oscar-de-los-santos.md b/data/jurisdictions/us/states/az/people/oscar-de-los-santos.md
index c3f2c62c12..8d957d2561 100644
--- a/data/jurisdictions/us/states/az/people/oscar-de-los-santos.md
+++ b/data/jurisdictions/us/states/az/people/oscar-de-los-santos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 11"
+represents: "us/states/az/districts/house/11"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 11 (AZ State House of Representatives District 11).
 
+Represents [AZ State House of Representatives District 11](/us/states/az/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/pamela-carter.md b/data/jurisdictions/us/states/az/people/pamela-carter.md
index bcc9b3cb73..fdde61ce80 100644
--- a/data/jurisdictions/us/states/az/people/pamela-carter.md
+++ b/data/jurisdictions/us/states/az/people/pamela-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 4"
+represents: "us/states/az/districts/house/4"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 4 (AZ State House of Representatives District 4).
 
+Represents [AZ State House of Representatives District 4](/us/states/az/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/patty-contreras.md b/data/jurisdictions/us/states/az/people/patty-contreras.md
index 13b1ffbc7c..25b65fe63c 100644
--- a/data/jurisdictions/us/states/az/people/patty-contreras.md
+++ b/data/jurisdictions/us/states/az/people/patty-contreras.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 12"
+represents: "us/states/az/districts/house/12"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 12 (AZ State House of Representatives District 12).
 
+Represents [AZ State House of Representatives District 12](/us/states/az/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/priya-sundareshan.md b/data/jurisdictions/us/states/az/people/priya-sundareshan.md
index 6c55509ecb..121437a9c0 100644
--- a/data/jurisdictions/us/states/az/people/priya-sundareshan.md
+++ b/data/jurisdictions/us/states/az/people/priya-sundareshan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 18"
+represents: "us/states/az/districts/senate/18"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 18 (AZ State Senate District 18).
 
+Represents [AZ State Senate District 18](/us/states/az/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/quang-nguyen.md b/data/jurisdictions/us/states/az/people/quang-nguyen.md
index 8be6a61676..9683f2f367 100644
--- a/data/jurisdictions/us/states/az/people/quang-nguyen.md
+++ b/data/jurisdictions/us/states/az/people/quang-nguyen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 1"
+represents: "us/states/az/districts/house/1"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 1 (AZ State House of Representatives District 1).
 
+Represents [AZ State House of Representatives District 1](/us/states/az/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/quanta-crews.md b/data/jurisdictions/us/states/az/people/quanta-crews.md
index 8bd870df25..d56579f0af 100644
--- a/data/jurisdictions/us/states/az/people/quanta-crews.md
+++ b/data/jurisdictions/us/states/az/people/quanta-crews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 26"
+represents: "us/states/az/districts/house/26"
 tenure:
   start: "2023-06-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 26 (AZ State House of Representatives District 26).
 
+Represents [AZ State House of Representatives District 26](/us/states/az/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/rachel-keshel.md b/data/jurisdictions/us/states/az/people/rachel-keshel.md
index ef171b1e2a..db63547bb5 100644
--- a/data/jurisdictions/us/states/az/people/rachel-keshel.md
+++ b/data/jurisdictions/us/states/az/people/rachel-keshel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 17"
+represents: "us/states/az/districts/house/17"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 17 (AZ State House of Representatives District 17).
 
+Represents [AZ State House of Representatives District 17](/us/states/az/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/ralph-heap.md b/data/jurisdictions/us/states/az/people/ralph-heap.md
index f39141e0c5..8782856435 100644
--- a/data/jurisdictions/us/states/az/people/ralph-heap.md
+++ b/data/jurisdictions/us/states/az/people/ralph-heap.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 10"
+represents: "us/states/az/districts/house/10"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 10 (AZ State House of Representatives District 10).
 
+Represents [AZ State House of Representatives District 10](/us/states/az/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/rosanna-gabaldon.md b/data/jurisdictions/us/states/az/people/rosanna-gabaldon.md
index 0e7b050a21..47cfec153f 100644
--- a/data/jurisdictions/us/states/az/people/rosanna-gabaldon.md
+++ b/data/jurisdictions/us/states/az/people/rosanna-gabaldon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 21"
+represents: "us/states/az/districts/senate/21"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 21 (AZ State Senate District 21).
 
+Represents [AZ State Senate District 21](/us/states/az/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/sally-gonzales.md b/data/jurisdictions/us/states/az/people/sally-gonzales.md
index c7fa52ac79..06b325a586 100644
--- a/data/jurisdictions/us/states/az/people/sally-gonzales.md
+++ b/data/jurisdictions/us/states/az/people/sally-gonzales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 20"
+represents: "us/states/az/districts/senate/20"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 20 (AZ State Senate District 20).
 
+Represents [AZ State Senate District 20](/us/states/az/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/sarah-liguori.md b/data/jurisdictions/us/states/az/people/sarah-liguori.md
index eeeedc607c..2a4aed06ff 100644
--- a/data/jurisdictions/us/states/az/people/sarah-liguori.md
+++ b/data/jurisdictions/us/states/az/people/sarah-liguori.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 5"
+represents: "us/states/az/districts/house/5"
 tenure:
   start: "2024-02-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 5 (AZ State House of Representatives District 5).
 
+Represents [AZ State House of Representatives District 5](/us/states/az/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/selina-bliss.md b/data/jurisdictions/us/states/az/people/selina-bliss.md
index 768ae27567..aaeb106c9c 100644
--- a/data/jurisdictions/us/states/az/people/selina-bliss.md
+++ b/data/jurisdictions/us/states/az/people/selina-bliss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 1"
+represents: "us/states/az/districts/house/1"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 1 (AZ State House of Representatives District 1).
 
+Represents [AZ State House of Representatives District 1](/us/states/az/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/seth-blattman.md b/data/jurisdictions/us/states/az/people/seth-blattman.md
index d685a35168..9e03ae2191 100644
--- a/data/jurisdictions/us/states/az/people/seth-blattman.md
+++ b/data/jurisdictions/us/states/az/people/seth-blattman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 9"
+represents: "us/states/az/districts/house/9"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 9 (AZ State House of Representatives District 9).
 
+Represents [AZ State House of Representatives District 9](/us/states/az/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/shawnna-bolick.md b/data/jurisdictions/us/states/az/people/shawnna-bolick.md
index 2bf93fb3a8..043f603f5f 100644
--- a/data/jurisdictions/us/states/az/people/shawnna-bolick.md
+++ b/data/jurisdictions/us/states/az/people/shawnna-bolick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 2"
+represents: "us/states/az/districts/senate/2"
 tenure:
   start: "2023-07-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 2 (AZ State Senate District 2).
 
+Represents [AZ State Senate District 2](/us/states/az/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/stacey-travers.md b/data/jurisdictions/us/states/az/people/stacey-travers.md
index 1b4c2b3817..e2a0037c97 100644
--- a/data/jurisdictions/us/states/az/people/stacey-travers.md
+++ b/data/jurisdictions/us/states/az/people/stacey-travers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 12"
+represents: "us/states/az/districts/house/12"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 12 (AZ State House of Representatives District 12).
 
+Represents [AZ State House of Representatives District 12](/us/states/az/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/stephanie-simacek.md b/data/jurisdictions/us/states/az/people/stephanie-simacek.md
index 32c90fea15..ecf91c5bf8 100644
--- a/data/jurisdictions/us/states/az/people/stephanie-simacek.md
+++ b/data/jurisdictions/us/states/az/people/stephanie-simacek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 2"
+represents: "us/states/az/districts/house/2"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 2 (AZ State House of Representatives District 2).
 
+Represents [AZ State House of Representatives District 2](/us/states/az/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/stephanie-stahl-hamilton.md b/data/jurisdictions/us/states/az/people/stephanie-stahl-hamilton.md
index bc259a1928..aef524e92e 100644
--- a/data/jurisdictions/us/states/az/people/stephanie-stahl-hamilton.md
+++ b/data/jurisdictions/us/states/az/people/stephanie-stahl-hamilton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 21"
+represents: "us/states/az/districts/house/21"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 21 (AZ State House of Representatives District 21).
 
+Represents [AZ State House of Representatives District 21](/us/states/az/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/steve-montenegro.md b/data/jurisdictions/us/states/az/people/steve-montenegro.md
index a4b59f14d8..51b394a9f9 100644
--- a/data/jurisdictions/us/states/az/people/steve-montenegro.md
+++ b/data/jurisdictions/us/states/az/people/steve-montenegro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 29"
+represents: "us/states/az/districts/house/29"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 29 (AZ State House of Representatives District 29).
 
+Represents [AZ State House of Representatives District 29](/us/states/az/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/sylvia-allen.md b/data/jurisdictions/us/states/az/people/sylvia-allen.md
index a2dc648874..608c588ff1 100644
--- a/data/jurisdictions/us/states/az/people/sylvia-allen.md
+++ b/data/jurisdictions/us/states/az/people/sylvia-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 7"
+represents: "us/states/az/districts/house/7"
 tenure:
   start: "2026-04-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 7 (AZ State House of Representatives District 7).
 
+Represents [AZ State House of Representatives District 7](/us/states/az/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/t-j-shope.md b/data/jurisdictions/us/states/az/people/t-j-shope.md
index ad9018d34d..a65cda86a6 100644
--- a/data/jurisdictions/us/states/az/people/t-j-shope.md
+++ b/data/jurisdictions/us/states/az/people/t-j-shope.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 16"
+represents: "us/states/az/districts/senate/16"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 16 (AZ State Senate District 16).
 
+Represents [AZ State Senate District 16](/us/states/az/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/teresa-martinez.md b/data/jurisdictions/us/states/az/people/teresa-martinez.md
index fdaee5c71e..2d578659ee 100644
--- a/data/jurisdictions/us/states/az/people/teresa-martinez.md
+++ b/data/jurisdictions/us/states/az/people/teresa-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 16"
+represents: "us/states/az/districts/house/16"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 16 (AZ State House of Representatives District 16).
 
+Represents [AZ State House of Representatives District 16](/us/states/az/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/theresa-hatathlie.md b/data/jurisdictions/us/states/az/people/theresa-hatathlie.md
index b16accbcdb..65a6d02b9d 100644
--- a/data/jurisdictions/us/states/az/people/theresa-hatathlie.md
+++ b/data/jurisdictions/us/states/az/people/theresa-hatathlie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 6"
+represents: "us/states/az/districts/senate/6"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 6 (AZ State Senate District 6).
 
+Represents [AZ State Senate District 6](/us/states/az/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/tim-dunn.md b/data/jurisdictions/us/states/az/people/tim-dunn.md
index 6fcb5d2ea1..91a21ef8ea 100644
--- a/data/jurisdictions/us/states/az/people/tim-dunn.md
+++ b/data/jurisdictions/us/states/az/people/tim-dunn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 25"
+represents: "us/states/az/districts/senate/25"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 25 (AZ State Senate District 25).
 
+Represents [AZ State Senate District 25](/us/states/az/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/tony-rivero.md b/data/jurisdictions/us/states/az/people/tony-rivero.md
index e15fb9ba49..18475860cb 100644
--- a/data/jurisdictions/us/states/az/people/tony-rivero.md
+++ b/data/jurisdictions/us/states/az/people/tony-rivero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 27"
+represents: "us/states/az/districts/house/27"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 27 (AZ State House of Representatives District 27).
 
+Represents [AZ State House of Representatives District 27](/us/states/az/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/vince-leach.md b/data/jurisdictions/us/states/az/people/vince-leach.md
index 592cce2068..817044bfc7 100644
--- a/data/jurisdictions/us/states/az/people/vince-leach.md
+++ b/data/jurisdictions/us/states/az/people/vince-leach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 17"
+represents: "us/states/az/districts/senate/17"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 17 (AZ State Senate District 17).
 
+Represents [AZ State Senate District 17](/us/states/az/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/walt-blackman.md b/data/jurisdictions/us/states/az/people/walt-blackman.md
index 6da3bbe009..cce2fe418a 100644
--- a/data/jurisdictions/us/states/az/people/walt-blackman.md
+++ b/data/jurisdictions/us/states/az/people/walt-blackman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State House of Representatives District 7"
+represents: "us/states/az/districts/house/7"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ House District 7 (AZ State House of Representatives District 7).
 
+Represents [AZ State House of Representatives District 7](/us/states/az/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/warren-petersen.md b/data/jurisdictions/us/states/az/people/warren-petersen.md
index d6103aae5e..e1553fc6ed 100644
--- a/data/jurisdictions/us/states/az/people/warren-petersen.md
+++ b/data/jurisdictions/us/states/az/people/warren-petersen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 14"
+represents: "us/states/az/districts/senate/14"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 14 (AZ State Senate District 14).
 
+Represents [AZ State Senate District 14](/us/states/az/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/az/people/wendy-rogers.md b/data/jurisdictions/us/states/az/people/wendy-rogers.md
index e329155094..861ed63eaf 100644
--- a/data/jurisdictions/us/states/az/people/wendy-rogers.md
+++ b/data/jurisdictions/us/states/az/people/wendy-rogers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "AZ"
 district: "AZ State Senate District 7"
+represents: "us/states/az/districts/senate/7"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current AZ Senate District 7 (AZ State Senate District 7).
 
+Represents [AZ State Senate District 7](/us/states/az/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/counties/alameda/index.md b/data/jurisdictions/us/states/ca/counties/alameda/index.md
index 7697da32ed..2a2f3ece33 100644
--- a/data/jurisdictions/us/states/ca/counties/alameda/index.md
+++ b/data/jurisdictions/us/states/ca/counties/alameda/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 16403
   hispanic: 386114
   bachelors_plus: 902516
+districts:
+  - to: "us/states/ca/districts/14"
+    rel: in-district
+    area_weight: 0.7149
+  - to: "us/states/ca/districts/12"
+    rel: in-district
+    area_weight: 0.1172
+  - to: "us/states/ca/districts/17"
+    rel: in-district
+    area_weight: 0.0656
+  - to: "us/states/ca/districts/10"
+    rel: in-district
+    area_weight: 0.0141
+  - to: "us/states/ca/districts/senate/5"
+    rel: in-district
+    area_weight: 0.5098
+  - to: "us/states/ca/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2092
+  - to: "us/states/ca/districts/senate/7"
+    rel: in-district
+    area_weight: 0.105
+  - to: "us/states/ca/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0896
+  - to: "us/states/ca/districts/house/16"
+    rel: in-district
+    area_weight: 0.4757
+  - to: "us/states/ca/districts/house/20"
+    rel: in-district
+    area_weight: 0.169
+  - to: "us/states/ca/districts/house/24"
+    rel: in-district
+    area_weight: 0.1489
+  - to: "us/states/ca/districts/house/18"
+    rel: in-district
+    area_weight: 0.0896
+  - to: "us/states/ca/districts/house/14"
+    rel: in-district
+    area_weight: 0.0302
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 386114 |
 | Bachelor's or higher | 902516 |
 
+## Districts
+
+- [CA-14](/us/states/ca/districts/14.md) — 71% (congressional)
+- [CA-12](/us/states/ca/districts/12.md) — 12% (congressional)
+- [CA-17](/us/states/ca/districts/17.md) — 7% (congressional)
+- [CA-10](/us/states/ca/districts/10.md) — 1% (congressional)
+- [CA Senate District 5](/us/states/ca/districts/senate/5.md) — 51% (state senate)
+- [CA Senate District 10](/us/states/ca/districts/senate/10.md) — 21% (state senate)
+- [CA Senate District 7](/us/states/ca/districts/senate/7.md) — 10% (state senate)
+- [CA Senate District 9](/us/states/ca/districts/senate/9.md) — 9% (state senate)
+- [CA House District 16](/us/states/ca/districts/house/16.md) — 48% (state house)
+- [CA House District 20](/us/states/ca/districts/house/20.md) — 17% (state house)
+- [CA House District 24](/us/states/ca/districts/house/24.md) — 15% (state house)
+- [CA House District 18](/us/states/ca/districts/house/18.md) — 9% (state house)
+- [CA House District 14](/us/states/ca/districts/house/14.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/alpine/index.md b/data/jurisdictions/us/states/ca/counties/alpine/index.md
index 2d1414f9da..87f5dcb440 100644
--- a/data/jurisdictions/us/states/ca/counties/alpine/index.md
+++ b/data/jurisdictions/us/states/ca/counties/alpine/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 426
   hispanic: 216
   bachelors_plus: 590
+districts:
+  - to: "us/states/ca/districts/03"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 216 |
 | Bachelor's or higher | 590 |
 
+## Districts
+
+- [CA-03](/us/states/ca/districts/03.md) — 100% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 100% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/amador/index.md b/data/jurisdictions/us/states/ca/counties/amador/index.md
index 765aec2507..f8e494dddc 100644
--- a/data/jurisdictions/us/states/ca/counties/amador/index.md
+++ b/data/jurisdictions/us/states/ca/counties/amador/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 512
   hispanic: 6634
   bachelors_plus: 9733
+districts:
+  - to: "us/states/ca/districts/05"
+    rel: in-district
+    area_weight: 0.9974
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 0.7923
+  - to: "us/states/ca/districts/house/9"
+    rel: in-district
+    area_weight: 0.2075
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 6634 |
 | Bachelor's or higher | 9733 |
 
+## Districts
+
+- [CA-05](/us/states/ca/districts/05.md) — 100% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 100% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 79% (state house)
+- [CA House District 9](/us/states/ca/districts/house/9.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/butte/index.md b/data/jurisdictions/us/states/ca/counties/butte/index.md
index 3b7f492a1f..65587e87c2 100644
--- a/data/jurisdictions/us/states/ca/counties/butte/index.md
+++ b/data/jurisdictions/us/states/ca/counties/butte/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2789
   hispanic: 41660
   bachelors_plus: 58578
+districts:
+  - to: "us/states/ca/districts/01"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/house/3"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 41660 |
 | Bachelor's or higher | 58578 |
 
+## Districts
+
+- [CA-01](/us/states/ca/districts/01.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 3](/us/states/ca/districts/house/3.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/calaveras/index.md b/data/jurisdictions/us/states/ca/counties/calaveras/index.md
index eb11ff2025..5aa7882478 100644
--- a/data/jurisdictions/us/states/ca/counties/calaveras/index.md
+++ b/data/jurisdictions/us/states/ca/counties/calaveras/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 776
   hispanic: 6702
   bachelors_plus: 11344
+districts:
+  - to: "us/states/ca/districts/05"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/house/8"
+    rel: in-district
+    area_weight: 0.8126
+  - to: "us/states/ca/districts/house/9"
+    rel: in-district
+    area_weight: 0.1872
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 6702 |
 | Bachelor's or higher | 11344 |
 
+## Districts
+
+- [CA-05](/us/states/ca/districts/05.md) — 100% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 100% (state senate)
+- [CA House District 8](/us/states/ca/districts/house/8.md) — 81% (state house)
+- [CA House District 9](/us/states/ca/districts/house/9.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/colusa/index.md b/data/jurisdictions/us/states/ca/counties/colusa/index.md
index 03786a26b8..9e283cd735 100644
--- a/data/jurisdictions/us/states/ca/counties/colusa/index.md
+++ b/data/jurisdictions/us/states/ca/counties/colusa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 316
   hispanic: 13832
   bachelors_plus: 2922
+districts:
+  - to: "us/states/ca/districts/01"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/house/4"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 13832 |
 | Bachelor's or higher | 2922 |
 
+## Districts
+
+- [CA-01](/us/states/ca/districts/01.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 4](/us/states/ca/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/contra-costa/index.md b/data/jurisdictions/us/states/ca/counties/contra-costa/index.md
index 6cbf8538c8..2df12dbf1d 100644
--- a/data/jurisdictions/us/states/ca/counties/contra-costa/index.md
+++ b/data/jurisdictions/us/states/ca/counties/contra-costa/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 11438
   hispanic: 321749
   bachelors_plus: 513781
+districts:
+  - to: "us/states/ca/districts/10"
+    rel: in-district
+    area_weight: 0.6818
+  - to: "us/states/ca/districts/08"
+    rel: in-district
+    area_weight: 0.2132
+  - to: "us/states/ca/districts/09"
+    rel: in-district
+    area_weight: 0.0488
+  - to: "us/states/ca/districts/senate/9"
+    rel: in-district
+    area_weight: 0.6822
+  - to: "us/states/ca/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1808
+  - to: "us/states/ca/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0826
+  - to: "us/states/ca/districts/house/15"
+    rel: in-district
+    area_weight: 0.4314
+  - to: "us/states/ca/districts/house/16"
+    rel: in-district
+    area_weight: 0.2897
+  - to: "us/states/ca/districts/house/11"
+    rel: in-district
+    area_weight: 0.134
+  - to: "us/states/ca/districts/house/14"
+    rel: in-district
+    area_weight: 0.0904
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 7 officeholders mapped.
 | Hispanic/Latino | 321749 |
 | Bachelor's or higher | 513781 |
 
+## Districts
+
+- [CA-10](/us/states/ca/districts/10.md) — 68% (congressional)
+- [CA-08](/us/states/ca/districts/08.md) — 21% (congressional)
+- [CA-09](/us/states/ca/districts/09.md) — 5% (congressional)
+- [CA Senate District 9](/us/states/ca/districts/senate/9.md) — 68% (state senate)
+- [CA Senate District 3](/us/states/ca/districts/senate/3.md) — 18% (state senate)
+- [CA Senate District 7](/us/states/ca/districts/senate/7.md) — 8% (state senate)
+- [CA House District 15](/us/states/ca/districts/house/15.md) — 43% (state house)
+- [CA House District 16](/us/states/ca/districts/house/16.md) — 29% (state house)
+- [CA House District 11](/us/states/ca/districts/house/11.md) — 13% (state house)
+- [CA House District 14](/us/states/ca/districts/house/14.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/del-norte/index.md b/data/jurisdictions/us/states/ca/counties/del-norte/index.md
index 2d7120933b..aafd56b5fa 100644
--- a/data/jurisdictions/us/states/ca/counties/del-norte/index.md
+++ b/data/jurisdictions/us/states/ca/counties/del-norte/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1659
   hispanic: 5396
   bachelors_plus: 5818
+districts:
+  - to: "us/states/ca/districts/02"
+    rel: in-district
+    area_weight: 0.8231
+  - to: "us/states/ca/districts/senate/2"
+    rel: in-district
+    area_weight: 0.8253
+  - to: "us/states/ca/districts/house/2"
+    rel: in-district
+    area_weight: 0.8253
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5396 |
 | Bachelor's or higher | 5818 |
 
+## Districts
+
+- [CA-02](/us/states/ca/districts/02.md) — 82% (congressional)
+- [CA Senate District 2](/us/states/ca/districts/senate/2.md) — 83% (state senate)
+- [CA House District 2](/us/states/ca/districts/house/2.md) — 83% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/el-dorado/index.md b/data/jurisdictions/us/states/ca/counties/el-dorado/index.md
index 1e34579fb8..f8df0ec1ab 100644
--- a/data/jurisdictions/us/states/ca/counties/el-dorado/index.md
+++ b/data/jurisdictions/us/states/ca/counties/el-dorado/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1069
   hispanic: 27892
   bachelors_plus: 76786
+districts:
+  - to: "us/states/ca/districts/03"
+    rel: in-district
+    area_weight: 0.7623
+  - to: "us/states/ca/districts/05"
+    rel: in-district
+    area_weight: 0.2377
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 0.7411
+  - to: "us/states/ca/districts/house/5"
+    rel: in-district
+    area_weight: 0.2589
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 27892 |
 | Bachelor's or higher | 76786 |
 
+## Districts
+
+- [CA-03](/us/states/ca/districts/03.md) — 76% (congressional)
+- [CA-05](/us/states/ca/districts/05.md) — 24% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 100% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 74% (state house)
+- [CA House District 5](/us/states/ca/districts/house/5.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/fresno/index.md b/data/jurisdictions/us/states/ca/counties/fresno/index.md
index 3df75e3cf0..822691cbc0 100644
--- a/data/jurisdictions/us/states/ca/counties/fresno/index.md
+++ b/data/jurisdictions/us/states/ca/counties/fresno/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 15039
   hispanic: 554390
   bachelors_plus: 208012
+districts:
+  - to: "us/states/ca/districts/13"
+    rel: in-district
+    area_weight: 0.4335
+  - to: "us/states/ca/districts/05"
+    rel: in-district
+    area_weight: 0.3614
+  - to: "us/states/ca/districts/20"
+    rel: in-district
+    area_weight: 0.1281
+  - to: "us/states/ca/districts/21"
+    rel: in-district
+    area_weight: 0.076
+  - to: "us/states/ca/districts/senate/14"
+    rel: in-district
+    area_weight: 0.5091
+  - to: "us/states/ca/districts/senate/12"
+    rel: in-district
+    area_weight: 0.4851
+  - to: "us/states/ca/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/ca/districts/house/8"
+    rel: in-district
+    area_weight: 0.484
+  - to: "us/states/ca/districts/house/27"
+    rel: in-district
+    area_weight: 0.4121
+  - to: "us/states/ca/districts/house/31"
+    rel: in-district
+    area_weight: 0.0961
+  - to: "us/states/ca/districts/house/33"
+    rel: in-district
+    area_weight: 0.0078
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 554390 |
 | Bachelor's or higher | 208012 |
 
+## Districts
+
+- [CA-13](/us/states/ca/districts/13.md) — 43% (congressional)
+- [CA-05](/us/states/ca/districts/05.md) — 36% (congressional)
+- [CA-20](/us/states/ca/districts/20.md) — 13% (congressional)
+- [CA-21](/us/states/ca/districts/21.md) — 8% (congressional)
+- [CA Senate District 14](/us/states/ca/districts/senate/14.md) — 51% (state senate)
+- [CA Senate District 12](/us/states/ca/districts/senate/12.md) — 49% (state senate)
+- [CA Senate District 16](/us/states/ca/districts/senate/16.md) — 1% (state senate)
+- [CA House District 8](/us/states/ca/districts/house/8.md) — 48% (state house)
+- [CA House District 27](/us/states/ca/districts/house/27.md) — 41% (state house)
+- [CA House District 31](/us/states/ca/districts/house/31.md) — 10% (state house)
+- [CA House District 33](/us/states/ca/districts/house/33.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/glenn/index.md b/data/jurisdictions/us/states/ca/counties/glenn/index.md
index 1a84f6ef9b..2eec617e81 100644
--- a/data/jurisdictions/us/states/ca/counties/glenn/index.md
+++ b/data/jurisdictions/us/states/ca/counties/glenn/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 434
   hispanic: 12820
   bachelors_plus: 3333
+districts:
+  - to: "us/states/ca/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/house/3"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 12820 |
 | Bachelor's or higher | 3333 |
 
+## Districts
+
+- [CA-01](/us/states/ca/districts/01.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 3](/us/states/ca/districts/house/3.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/humboldt/index.md b/data/jurisdictions/us/states/ca/counties/humboldt/index.md
index e6f2643ede..de0a53cb80 100644
--- a/data/jurisdictions/us/states/ca/counties/humboldt/index.md
+++ b/data/jurisdictions/us/states/ca/counties/humboldt/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5195
   hispanic: 19039
   bachelors_plus: 41875
+districts:
+  - to: "us/states/ca/districts/02"
+    rel: in-district
+    area_weight: 0.8909
+  - to: "us/states/ca/districts/senate/2"
+    rel: in-district
+    area_weight: 0.891
+  - to: "us/states/ca/districts/house/2"
+    rel: in-district
+    area_weight: 0.891
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 19039 |
 | Bachelor's or higher | 41875 |
 
+## Districts
+
+- [CA-02](/us/states/ca/districts/02.md) — 89% (congressional)
+- [CA Senate District 2](/us/states/ca/districts/senate/2.md) — 89% (state senate)
+- [CA House District 2](/us/states/ca/districts/house/2.md) — 89% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/imperial/index.md b/data/jurisdictions/us/states/ca/counties/imperial/index.md
index cc3ab1f423..f8a852b1c0 100644
--- a/data/jurisdictions/us/states/ca/counties/imperial/index.md
+++ b/data/jurisdictions/us/states/ca/counties/imperial/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2795
   hispanic: 154886
   bachelors_plus: 22934
+districts:
+  - to: "us/states/ca/districts/25"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ca/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/house/36"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 154886 |
 | Bachelor's or higher | 22934 |
 
+## Districts
+
+- [CA-25](/us/states/ca/districts/25.md) — 100% (congressional)
+- [CA Senate District 18](/us/states/ca/districts/senate/18.md) — 100% (state senate)
+- [CA House District 36](/us/states/ca/districts/house/36.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/inyo/index.md b/data/jurisdictions/us/states/ca/counties/inyo/index.md
index df939ee2a3..9fbdbc0399 100644
--- a/data/jurisdictions/us/states/ca/counties/inyo/index.md
+++ b/data/jurisdictions/us/states/ca/counties/inyo/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2113
   hispanic: 4529
   bachelors_plus: 6057
+districts:
+  - to: "us/states/ca/districts/03"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/house/8"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4529 |
 | Bachelor's or higher | 6057 |
 
+## Districts
+
+- [CA-03](/us/states/ca/districts/03.md) — 100% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 100% (state senate)
+- [CA House District 8](/us/states/ca/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/kern/index.md b/data/jurisdictions/us/states/ca/counties/kern/index.md
index e547ba376c..cb089ec40b 100644
--- a/data/jurisdictions/us/states/ca/counties/kern/index.md
+++ b/data/jurisdictions/us/states/ca/counties/kern/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 12240
   hispanic: 516662
   bachelors_plus: 142335
+districts:
+  - to: "us/states/ca/districts/20"
+    rel: in-district
+    area_weight: 0.6475
+  - to: "us/states/ca/districts/22"
+    rel: in-district
+    area_weight: 0.2685
+  - to: "us/states/ca/districts/23"
+    rel: in-district
+    area_weight: 0.0839
+  - to: "us/states/ca/districts/senate/12"
+    rel: in-district
+    area_weight: 0.799
+  - to: "us/states/ca/districts/senate/16"
+    rel: in-district
+    area_weight: 0.2009
+  - to: "us/states/ca/districts/house/32"
+    rel: in-district
+    area_weight: 0.5959
+  - to: "us/states/ca/districts/house/35"
+    rel: in-district
+    area_weight: 0.2315
+  - to: "us/states/ca/districts/house/34"
+    rel: in-district
+    area_weight: 0.1725
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 516662 |
 | Bachelor's or higher | 142335 |
 
+## Districts
+
+- [CA-20](/us/states/ca/districts/20.md) — 65% (congressional)
+- [CA-22](/us/states/ca/districts/22.md) — 27% (congressional)
+- [CA-23](/us/states/ca/districts/23.md) — 8% (congressional)
+- [CA Senate District 12](/us/states/ca/districts/senate/12.md) — 80% (state senate)
+- [CA Senate District 16](/us/states/ca/districts/senate/16.md) — 20% (state senate)
+- [CA House District 32](/us/states/ca/districts/house/32.md) — 60% (state house)
+- [CA House District 35](/us/states/ca/districts/house/35.md) — 23% (state house)
+- [CA House District 34](/us/states/ca/districts/house/34.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/kings/index.md b/data/jurisdictions/us/states/ca/counties/kings/index.md
index 1644f833d7..069563bb44 100644
--- a/data/jurisdictions/us/states/ca/counties/kings/index.md
+++ b/data/jurisdictions/us/states/ca/counties/kings/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 3316
   hispanic: 89248
   bachelors_plus: 17298
+districts:
+  - to: "us/states/ca/districts/22"
+    rel: in-district
+    area_weight: 0.8269
+  - to: "us/states/ca/districts/20"
+    rel: in-district
+    area_weight: 0.1724
+  - to: "us/states/ca/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/house/33"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 89248 |
 | Bachelor's or higher | 17298 |
 
+## Districts
+
+- [CA-22](/us/states/ca/districts/22.md) — 83% (congressional)
+- [CA-20](/us/states/ca/districts/20.md) — 17% (congressional)
+- [CA Senate District 16](/us/states/ca/districts/senate/16.md) — 100% (state senate)
+- [CA House District 33](/us/states/ca/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/lake/index.md b/data/jurisdictions/us/states/ca/counties/lake/index.md
index dd487f7cc7..e89b9c0468 100644
--- a/data/jurisdictions/us/states/ca/counties/lake/index.md
+++ b/data/jurisdictions/us/states/ca/counties/lake/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2053
   hispanic: 16796
   bachelors_plus: 11566
+districts:
+  - to: "us/states/ca/districts/04"
+    rel: in-district
+    area_weight: 0.9933
+  - to: "us/states/ca/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ca/districts/house/4"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 16796 |
 | Bachelor's or higher | 11566 |
 
+## Districts
+
+- [CA-04](/us/states/ca/districts/04.md) — 99% (congressional)
+- [CA Senate District 2](/us/states/ca/districts/senate/2.md) — 100% (state senate)
+- [CA House District 4](/us/states/ca/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/lassen/index.md b/data/jurisdictions/us/states/ca/counties/lassen/index.md
index 6caa684d6a..5168553b90 100644
--- a/data/jurisdictions/us/states/ca/counties/lassen/index.md
+++ b/data/jurisdictions/us/states/ca/counties/lassen/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1045
   hispanic: 6851
   bachelors_plus: 3604
+districts:
+  - to: "us/states/ca/districts/01"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6851 |
 | Bachelor's or higher | 3604 |
 
+## Districts
+
+- [CA-01](/us/states/ca/districts/01.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/los-angeles/index.md b/data/jurisdictions/us/states/ca/counties/los-angeles/index.md
index 97234d1186..7d7bc06f38 100644
--- a/data/jurisdictions/us/states/ca/counties/los-angeles/index.md
+++ b/data/jurisdictions/us/states/ca/counties/los-angeles/index.md
@@ -22,9 +22,159 @@ demographics:
   race_native: 141639
   hispanic: 4752274
   bachelors_plus: 3392151
+districts:
+  - to: "us/states/ca/districts/27"
+    rel: in-district
+    area_weight: 0.3231
+  - to: "us/states/ca/districts/28"
+    rel: in-district
+    area_weight: 0.1241
+  - to: "us/states/ca/districts/23"
+    rel: in-district
+    area_weight: 0.078
+  - to: "us/states/ca/districts/32"
+    rel: in-district
+    area_weight: 0.062
+  - to: "us/states/ca/districts/42"
+    rel: in-district
+    area_weight: 0.0458
+  - to: "us/states/ca/districts/31"
+    rel: in-district
+    area_weight: 0.0443
+  - to: "us/states/ca/districts/30"
+    rel: in-district
+    area_weight: 0.0381
+  - to: "us/states/ca/districts/38"
+    rel: in-district
+    area_weight: 0.03
+  - to: "us/states/ca/districts/29"
+    rel: in-district
+    area_weight: 0.0272
+  - to: "us/states/ca/districts/36"
+    rel: in-district
+    area_weight: 0.0206
+  - to: "us/states/ca/districts/44"
+    rel: in-district
+    area_weight: 0.0202
+  - to: "us/states/ca/districts/43"
+    rel: in-district
+    area_weight: 0.0151
+  - to: "us/states/ca/districts/37"
+    rel: in-district
+    area_weight: 0.011
+  - to: "us/states/ca/districts/34"
+    rel: in-district
+    area_weight: 0.0105
+  - to: "us/states/ca/districts/26"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/ca/districts/senate/23"
+    rel: in-district
+    area_weight: 0.4101
+  - to: "us/states/ca/districts/senate/25"
+    rel: in-district
+    area_weight: 0.1237
+  - to: "us/states/ca/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0689
+  - to: "us/states/ca/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0497
+  - to: "us/states/ca/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0469
+  - to: "us/states/ca/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0423
+  - to: "us/states/ca/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0364
+  - to: "us/states/ca/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0257
+  - to: "us/states/ca/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0236
+  - to: "us/states/ca/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0168
+  - to: "us/states/ca/districts/senate/28"
+    rel: in-district
+    area_weight: 0.015
+  - to: "us/states/ca/districts/house/34"
+    rel: in-district
+    area_weight: 0.2128
+  - to: "us/states/ca/districts/house/39"
+    rel: in-district
+    area_weight: 0.1456
+  - to: "us/states/ca/districts/house/41"
+    rel: in-district
+    area_weight: 0.1236
+  - to: "us/states/ca/districts/house/40"
+    rel: in-district
+    area_weight: 0.0824
+  - to: "us/states/ca/districts/house/42"
+    rel: in-district
+    area_weight: 0.0447
+  - to: "us/states/ca/districts/house/69"
+    rel: in-district
+    area_weight: 0.0412
+  - to: "us/states/ca/districts/house/56"
+    rel: in-district
+    area_weight: 0.0253
+  - to: "us/states/ca/districts/house/44"
+    rel: in-district
+    area_weight: 0.0211
+  - to: "us/states/ca/districts/house/48"
+    rel: in-district
+    area_weight: 0.0182
+  - to: "us/states/ca/districts/house/66"
+    rel: in-district
+    area_weight: 0.0159
+  - to: "us/states/ca/districts/house/46"
+    rel: in-district
+    area_weight: 0.0156
+  - to: "us/states/ca/districts/house/65"
+    rel: in-district
+    area_weight: 0.0132
+  - to: "us/states/ca/districts/house/49"
+    rel: in-district
+    area_weight: 0.0123
+  - to: "us/states/ca/districts/house/51"
+    rel: in-district
+    area_weight: 0.0119
+  - to: "us/states/ca/districts/house/43"
+    rel: in-district
+    area_weight: 0.0111
+  - to: "us/states/ca/districts/house/64"
+    rel: in-district
+    area_weight: 0.0109
+  - to: "us/states/ca/districts/house/61"
+    rel: in-district
+    area_weight: 0.0098
+  - to: "us/states/ca/districts/house/52"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/ca/districts/house/54"
+    rel: in-district
+    area_weight: 0.0086
+  - to: "us/states/ca/districts/house/55"
+    rel: in-district
+    area_weight: 0.0084
+  - to: "us/states/ca/districts/house/62"
+    rel: in-district
+    area_weight: 0.0079
+  - to: "us/states/ca/districts/house/57"
+    rel: in-district
+    area_weight: 0.0058
+  - to: "us/states/ca/districts/house/53"
+    rel: in-district
+    area_weight: 0.0051
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +206,59 @@ County jurisdiction — 26 officeholders mapped.
 | Hispanic/Latino | 4752274 |
 | Bachelor's or higher | 3392151 |
 
+## Districts
+
+- [CA-27](/us/states/ca/districts/27.md) — 32% (congressional)
+- [CA-28](/us/states/ca/districts/28.md) — 12% (congressional)
+- [CA-23](/us/states/ca/districts/23.md) — 8% (congressional)
+- [CA-32](/us/states/ca/districts/32.md) — 6% (congressional)
+- [CA-42](/us/states/ca/districts/42.md) — 5% (congressional)
+- [CA-31](/us/states/ca/districts/31.md) — 4% (congressional)
+- [CA-30](/us/states/ca/districts/30.md) — 4% (congressional)
+- [CA-38](/us/states/ca/districts/38.md) — 3% (congressional)
+- [CA-29](/us/states/ca/districts/29.md) — 3% (congressional)
+- [CA-36](/us/states/ca/districts/36.md) — 2% (congressional)
+- [CA-44](/us/states/ca/districts/44.md) — 2% (congressional)
+- [CA-43](/us/states/ca/districts/43.md) — 2% (congressional)
+- [CA-37](/us/states/ca/districts/37.md) — 1% (congressional)
+- [CA-34](/us/states/ca/districts/34.md) — 1% (congressional)
+- [CA-26](/us/states/ca/districts/26.md) — 1% (congressional)
+- [CA Senate District 23](/us/states/ca/districts/senate/23.md) — 41% (state senate)
+- [CA Senate District 25](/us/states/ca/districts/senate/25.md) — 12% (state senate)
+- [CA Senate District 24](/us/states/ca/districts/senate/24.md) — 7% (state senate)
+- [CA Senate District 33](/us/states/ca/districts/senate/33.md) — 5% (state senate)
+- [CA Senate District 20](/us/states/ca/districts/senate/20.md) — 5% (state senate)
+- [CA Senate District 22](/us/states/ca/districts/senate/22.md) — 4% (state senate)
+- [CA Senate District 30](/us/states/ca/districts/senate/30.md) — 4% (state senate)
+- [CA Senate District 27](/us/states/ca/districts/senate/27.md) — 3% (state senate)
+- [CA Senate District 35](/us/states/ca/districts/senate/35.md) — 2% (state senate)
+- [CA Senate District 26](/us/states/ca/districts/senate/26.md) — 2% (state senate)
+- [CA Senate District 28](/us/states/ca/districts/senate/28.md) — 2% (state senate)
+- [CA House District 34](/us/states/ca/districts/house/34.md) — 21% (state house)
+- [CA House District 39](/us/states/ca/districts/house/39.md) — 15% (state house)
+- [CA House District 41](/us/states/ca/districts/house/41.md) — 12% (state house)
+- [CA House District 40](/us/states/ca/districts/house/40.md) — 8% (state house)
+- [CA House District 42](/us/states/ca/districts/house/42.md) — 4% (state house)
+- [CA House District 69](/us/states/ca/districts/house/69.md) — 4% (state house)
+- [CA House District 56](/us/states/ca/districts/house/56.md) — 3% (state house)
+- [CA House District 44](/us/states/ca/districts/house/44.md) — 2% (state house)
+- [CA House District 48](/us/states/ca/districts/house/48.md) — 2% (state house)
+- [CA House District 66](/us/states/ca/districts/house/66.md) — 2% (state house)
+- [CA House District 46](/us/states/ca/districts/house/46.md) — 2% (state house)
+- [CA House District 65](/us/states/ca/districts/house/65.md) — 1% (state house)
+- [CA House District 49](/us/states/ca/districts/house/49.md) — 1% (state house)
+- [CA House District 51](/us/states/ca/districts/house/51.md) — 1% (state house)
+- [CA House District 43](/us/states/ca/districts/house/43.md) — 1% (state house)
+- [CA House District 64](/us/states/ca/districts/house/64.md) — 1% (state house)
+- [CA House District 61](/us/states/ca/districts/house/61.md) — 1% (state house)
+- [CA House District 52](/us/states/ca/districts/house/52.md) — 1% (state house)
+- [CA House District 54](/us/states/ca/districts/house/54.md) — 1% (state house)
+- [CA House District 55](/us/states/ca/districts/house/55.md) — 1% (state house)
+- [CA House District 62](/us/states/ca/districts/house/62.md) — 1% (state house)
+- [CA House District 57](/us/states/ca/districts/house/57.md) — 1% (state house)
+- [CA House District 53](/us/states/ca/districts/house/53.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/madera/index.md b/data/jurisdictions/us/states/ca/counties/madera/index.md
index cb9a70479e..11727ed78a 100644
--- a/data/jurisdictions/us/states/ca/counties/madera/index.md
+++ b/data/jurisdictions/us/states/ca/counties/madera/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 3326
   hispanic: 98083
   bachelors_plus: 24432
+districts:
+  - to: "us/states/ca/districts/05"
+    rel: in-district
+    area_weight: 0.686
+  - to: "us/states/ca/districts/13"
+    rel: in-district
+    area_weight: 0.313
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 0.7378
+  - to: "us/states/ca/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2621
+  - to: "us/states/ca/districts/house/8"
+    rel: in-district
+    area_weight: 0.7751
+  - to: "us/states/ca/districts/house/27"
+    rel: in-district
+    area_weight: 0.2249
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 98083 |
 | Bachelor's or higher | 24432 |
 
+## Districts
+
+- [CA-05](/us/states/ca/districts/05.md) — 69% (congressional)
+- [CA-13](/us/states/ca/districts/13.md) — 31% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 74% (state senate)
+- [CA Senate District 14](/us/states/ca/districts/senate/14.md) — 26% (state senate)
+- [CA House District 8](/us/states/ca/districts/house/8.md) — 78% (state house)
+- [CA House District 27](/us/states/ca/districts/house/27.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/marin/index.md b/data/jurisdictions/us/states/ca/counties/marin/index.md
index 3ef47307a8..ab72d888a4 100644
--- a/data/jurisdictions/us/states/ca/counties/marin/index.md
+++ b/data/jurisdictions/us/states/ca/counties/marin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1871
   hispanic: 50216
   bachelors_plus: 168335
+districts:
+  - to: "us/states/ca/districts/02"
+    rel: in-district
+    area_weight: 0.6558
+  - to: "us/states/ca/districts/senate/2"
+    rel: in-district
+    area_weight: 0.6559
+  - to: "us/states/ca/districts/house/12"
+    rel: in-district
+    area_weight: 0.6559
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 50216 |
 | Bachelor's or higher | 168335 |
 
+## Districts
+
+- [CA-02](/us/states/ca/districts/02.md) — 66% (congressional)
+- [CA Senate District 2](/us/states/ca/districts/senate/2.md) — 66% (state senate)
+- [CA House District 12](/us/states/ca/districts/house/12.md) — 66% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/mariposa/index.md b/data/jurisdictions/us/states/ca/counties/mariposa/index.md
index 23fe4a95bb..a662f58b60 100644
--- a/data/jurisdictions/us/states/ca/counties/mariposa/index.md
+++ b/data/jurisdictions/us/states/ca/counties/mariposa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 285
   hispanic: 2508
   bachelors_plus: 6005
+districts:
+  - to: "us/states/ca/districts/05"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/house/8"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2508 |
 | Bachelor's or higher | 6005 |
 
+## Districts
+
+- [CA-05](/us/states/ca/districts/05.md) — 100% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 100% (state senate)
+- [CA House District 8](/us/states/ca/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/mendocino/index.md b/data/jurisdictions/us/states/ca/counties/mendocino/index.md
index de0c76965d..4017a173c2 100644
--- a/data/jurisdictions/us/states/ca/counties/mendocino/index.md
+++ b/data/jurisdictions/us/states/ca/counties/mendocino/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3209
   hispanic: 24941
   bachelors_plus: 22969
+districts:
+  - to: "us/states/ca/districts/02"
+    rel: in-district
+    area_weight: 0.9052
+  - to: "us/states/ca/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9063
+  - to: "us/states/ca/districts/house/2"
+    rel: in-district
+    area_weight: 0.9063
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 24941 |
 | Bachelor's or higher | 22969 |
 
+## Districts
+
+- [CA-02](/us/states/ca/districts/02.md) — 91% (congressional)
+- [CA Senate District 2](/us/states/ca/districts/senate/2.md) — 91% (state senate)
+- [CA House District 2](/us/states/ca/districts/house/2.md) — 91% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/merced/index.md b/data/jurisdictions/us/states/ca/counties/merced/index.md
index 55d05014ba..4650a4687f 100644
--- a/data/jurisdictions/us/states/ca/counties/merced/index.md
+++ b/data/jurisdictions/us/states/ca/counties/merced/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 4316
   hispanic: 183933
   bachelors_plus: 34910
+districts:
+  - to: "us/states/ca/districts/13"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ca/districts/senate/14"
+    rel: in-district
+    area_weight: 0.8347
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 0.1653
+  - to: "us/states/ca/districts/house/27"
+    rel: in-district
+    area_weight: 0.816
+  - to: "us/states/ca/districts/house/22"
+    rel: in-district
+    area_weight: 0.1839
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 183933 |
 | Bachelor's or higher | 34910 |
 
+## Districts
+
+- [CA-13](/us/states/ca/districts/13.md) — 100% (congressional)
+- [CA Senate District 14](/us/states/ca/districts/senate/14.md) — 83% (state senate)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 17% (state senate)
+- [CA House District 27](/us/states/ca/districts/house/27.md) — 82% (state house)
+- [CA House District 22](/us/states/ca/districts/house/22.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/modoc/index.md b/data/jurisdictions/us/states/ca/counties/modoc/index.md
index 98fbcaca83..689e3d114f 100644
--- a/data/jurisdictions/us/states/ca/counties/modoc/index.md
+++ b/data/jurisdictions/us/states/ca/counties/modoc/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 174
   hispanic: 1348
   bachelors_plus: 2036
+districts:
+  - to: "us/states/ca/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1348 |
 | Bachelor's or higher | 2036 |
 
+## Districts
+
+- [CA-01](/us/states/ca/districts/01.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/mono/index.md b/data/jurisdictions/us/states/ca/counties/mono/index.md
index a7d91a541c..3ebc7dff7e 100644
--- a/data/jurisdictions/us/states/ca/counties/mono/index.md
+++ b/data/jurisdictions/us/states/ca/counties/mono/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 268
   hispanic: 3568
   bachelors_plus: 4593
+districts:
+  - to: "us/states/ca/districts/03"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/house/8"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3568 |
 | Bachelor's or higher | 4593 |
 
+## Districts
+
+- [CA-03](/us/states/ca/districts/03.md) — 100% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 100% (state senate)
+- [CA House District 8](/us/states/ca/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/monterey/index.md b/data/jurisdictions/us/states/ca/counties/monterey/index.md
index 8c1e8ab1e0..f3119ba306 100644
--- a/data/jurisdictions/us/states/ca/counties/monterey/index.md
+++ b/data/jurisdictions/us/states/ca/counties/monterey/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3800
   hispanic: 269490
   bachelors_plus: 111881
+districts:
+  - to: "us/states/ca/districts/18"
+    rel: in-district
+    area_weight: 0.6412
+  - to: "us/states/ca/districts/19"
+    rel: in-district
+    area_weight: 0.2366
+  - to: "us/states/ca/districts/senate/17"
+    rel: in-district
+    area_weight: 0.8782
+  - to: "us/states/ca/districts/house/30"
+    rel: in-district
+    area_weight: 0.541
+  - to: "us/states/ca/districts/house/29"
+    rel: in-district
+    area_weight: 0.3372
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 269490 |
 | Bachelor's or higher | 111881 |
 
+## Districts
+
+- [CA-18](/us/states/ca/districts/18.md) — 64% (congressional)
+- [CA-19](/us/states/ca/districts/19.md) — 24% (congressional)
+- [CA Senate District 17](/us/states/ca/districts/senate/17.md) — 88% (state senate)
+- [CA House District 30](/us/states/ca/districts/house/30.md) — 54% (state house)
+- [CA House District 29](/us/states/ca/districts/house/29.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/napa/index.md b/data/jurisdictions/us/states/ca/counties/napa/index.md
index b8e7862094..44643a8562 100644
--- a/data/jurisdictions/us/states/ca/counties/napa/index.md
+++ b/data/jurisdictions/us/states/ca/counties/napa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1546
   hispanic: 49046
   bachelors_plus: 52459
+districts:
+  - to: "us/states/ca/districts/04"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ca/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ca/districts/house/4"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 49046 |
 | Bachelor's or higher | 52459 |
 
+## Districts
+
+- [CA-04](/us/states/ca/districts/04.md) — 100% (congressional)
+- [CA Senate District 3](/us/states/ca/districts/senate/3.md) — 100% (state senate)
+- [CA House District 4](/us/states/ca/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/nevada/index.md b/data/jurisdictions/us/states/ca/counties/nevada/index.md
index a3d8f6c1d6..0e39702ba0 100644
--- a/data/jurisdictions/us/states/ca/counties/nevada/index.md
+++ b/data/jurisdictions/us/states/ca/counties/nevada/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 449
   hispanic: 11001
   bachelors_plus: 44749
+districts:
+  - to: "us/states/ca/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 0.929
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0709
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 11001 |
 | Bachelor's or higher | 44749 |
 
+## Districts
+
+- [CA-03](/us/states/ca/districts/03.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 93% (state senate)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 7% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/orange/index.md b/data/jurisdictions/us/states/ca/counties/orange/index.md
index abac7a7af0..b6174a63d3 100644
--- a/data/jurisdictions/us/states/ca/counties/orange/index.md
+++ b/data/jurisdictions/us/states/ca/counties/orange/index.md
@@ -22,9 +22,75 @@ demographics:
   race_native: 27023
   hispanic: 1082931
   bachelors_plus: 1340166
+districts:
+  - to: "us/states/ca/districts/40"
+    rel: in-district
+    area_weight: 0.3642
+  - to: "us/states/ca/districts/47"
+    rel: in-district
+    area_weight: 0.1843
+  - to: "us/states/ca/districts/49"
+    rel: in-district
+    area_weight: 0.1082
+  - to: "us/states/ca/districts/45"
+    rel: in-district
+    area_weight: 0.0976
+  - to: "us/states/ca/districts/46"
+    rel: in-district
+    area_weight: 0.0791
+  - to: "us/states/ca/districts/38"
+    rel: in-district
+    area_weight: 0.0085
+  - to: "us/states/ca/districts/senate/37"
+    rel: in-district
+    area_weight: 0.3976
+  - to: "us/states/ca/districts/senate/36"
+    rel: in-district
+    area_weight: 0.1853
+  - to: "us/states/ca/districts/senate/38"
+    rel: in-district
+    area_weight: 0.114
+  - to: "us/states/ca/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0954
+  - to: "us/states/ca/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0316
+  - to: "us/states/ca/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0169
+  - to: "us/states/ca/districts/house/71"
+    rel: in-district
+    area_weight: 0.2138
+  - to: "us/states/ca/districts/house/59"
+    rel: in-district
+    area_weight: 0.1619
+  - to: "us/states/ca/districts/house/72"
+    rel: in-district
+    area_weight: 0.1282
+  - to: "us/states/ca/districts/house/73"
+    rel: in-district
+    area_weight: 0.1139
+  - to: "us/states/ca/districts/house/74"
+    rel: in-district
+    area_weight: 0.0573
+  - to: "us/states/ca/districts/house/70"
+    rel: in-district
+    area_weight: 0.0571
+  - to: "us/states/ca/districts/house/68"
+    rel: in-district
+    area_weight: 0.0527
+  - to: "us/states/ca/districts/house/67"
+    rel: in-district
+    area_weight: 0.0478
+  - to: "us/states/ca/districts/house/64"
+    rel: in-district
+    area_weight: 0.008
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +122,31 @@ County jurisdiction — 9 officeholders mapped.
 | Hispanic/Latino | 1082931 |
 | Bachelor's or higher | 1340166 |
 
+## Districts
+
+- [CA-40](/us/states/ca/districts/40.md) — 36% (congressional)
+- [CA-47](/us/states/ca/districts/47.md) — 18% (congressional)
+- [CA-49](/us/states/ca/districts/49.md) — 11% (congressional)
+- [CA-45](/us/states/ca/districts/45.md) — 10% (congressional)
+- [CA-46](/us/states/ca/districts/46.md) — 8% (congressional)
+- [CA-38](/us/states/ca/districts/38.md) — 1% (congressional)
+- [CA Senate District 37](/us/states/ca/districts/senate/37.md) — 40% (state senate)
+- [CA Senate District 36](/us/states/ca/districts/senate/36.md) — 19% (state senate)
+- [CA Senate District 38](/us/states/ca/districts/senate/38.md) — 11% (state senate)
+- [CA Senate District 34](/us/states/ca/districts/senate/34.md) — 10% (state senate)
+- [CA Senate District 32](/us/states/ca/districts/senate/32.md) — 3% (state senate)
+- [CA Senate District 30](/us/states/ca/districts/senate/30.md) — 2% (state senate)
+- [CA House District 71](/us/states/ca/districts/house/71.md) — 21% (state house)
+- [CA House District 59](/us/states/ca/districts/house/59.md) — 16% (state house)
+- [CA House District 72](/us/states/ca/districts/house/72.md) — 13% (state house)
+- [CA House District 73](/us/states/ca/districts/house/73.md) — 11% (state house)
+- [CA House District 74](/us/states/ca/districts/house/74.md) — 6% (state house)
+- [CA House District 70](/us/states/ca/districts/house/70.md) — 6% (state house)
+- [CA House District 68](/us/states/ca/districts/house/68.md) — 5% (state house)
+- [CA House District 67](/us/states/ca/districts/house/67.md) — 5% (state house)
+- [CA House District 64](/us/states/ca/districts/house/64.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/placer/index.md b/data/jurisdictions/us/states/ca/counties/placer/index.md
index 700425796e..f931af21cf 100644
--- a/data/jurisdictions/us/states/ca/counties/placer/index.md
+++ b/data/jurisdictions/us/states/ca/counties/placer/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 2075
   hispanic: 65841
   bachelors_plus: 173843
+districts:
+  - to: "us/states/ca/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 0.4532
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 0.2907
+  - to: "us/states/ca/districts/senate/6"
+    rel: in-district
+    area_weight: 0.2561
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 0.7069
+  - to: "us/states/ca/districts/house/5"
+    rel: in-district
+    area_weight: 0.1787
+  - to: "us/states/ca/districts/house/3"
+    rel: in-district
+    area_weight: 0.1143
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 65841 |
 | Bachelor's or higher | 173843 |
 
+## Districts
+
+- [CA-03](/us/states/ca/districts/03.md) — 100% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 45% (state senate)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 29% (state senate)
+- [CA Senate District 6](/us/states/ca/districts/senate/6.md) — 26% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 71% (state house)
+- [CA House District 5](/us/states/ca/districts/house/5.md) — 18% (state house)
+- [CA House District 3](/us/states/ca/districts/house/3.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/plumas/index.md b/data/jurisdictions/us/states/ca/counties/plumas/index.md
index dd0e1a924a..f63b0d4169 100644
--- a/data/jurisdictions/us/states/ca/counties/plumas/index.md
+++ b/data/jurisdictions/us/states/ca/counties/plumas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 549
   hispanic: 1998
   bachelors_plus: 4673
+districts:
+  - to: "us/states/ca/districts/03"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1998 |
 | Bachelor's or higher | 4673 |
 
+## Districts
+
+- [CA-03](/us/states/ca/districts/03.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/riverside/index.md b/data/jurisdictions/us/states/ca/counties/riverside/index.md
index 5f80aba675..86eb742436 100644
--- a/data/jurisdictions/us/states/ca/counties/riverside/index.md
+++ b/data/jurisdictions/us/states/ca/counties/riverside/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 33504
   hispanic: 1270563
   bachelors_plus: 574063
+districts:
+  - to: "us/states/ca/districts/25"
+    rel: in-district
+    area_weight: 0.7218
+  - to: "us/states/ca/districts/41"
+    rel: in-district
+    area_weight: 0.184
+  - to: "us/states/ca/districts/48"
+    rel: in-district
+    area_weight: 0.052
+  - to: "us/states/ca/districts/39"
+    rel: in-district
+    area_weight: 0.039
+  - to: "us/states/ca/districts/senate/18"
+    rel: in-district
+    area_weight: 0.4151
+  - to: "us/states/ca/districts/senate/19"
+    rel: in-district
+    area_weight: 0.326
+  - to: "us/states/ca/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2125
+  - to: "us/states/ca/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0463
+  - to: "us/states/ca/districts/house/36"
+    rel: in-district
+    area_weight: 0.5354
+  - to: "us/states/ca/districts/house/47"
+    rel: in-district
+    area_weight: 0.3074
+  - to: "us/states/ca/districts/house/63"
+    rel: in-district
+    area_weight: 0.0501
+  - to: "us/states/ca/districts/house/71"
+    rel: in-district
+    area_weight: 0.0473
+  - to: "us/states/ca/districts/house/60"
+    rel: in-district
+    area_weight: 0.0419
+  - to: "us/states/ca/districts/house/58"
+    rel: in-district
+    area_weight: 0.0178
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction — 8 officeholders mapped.
 | Hispanic/Latino | 1270563 |
 | Bachelor's or higher | 574063 |
 
+## Districts
+
+- [CA-25](/us/states/ca/districts/25.md) — 72% (congressional)
+- [CA-41](/us/states/ca/districts/41.md) — 18% (congressional)
+- [CA-48](/us/states/ca/districts/48.md) — 5% (congressional)
+- [CA-39](/us/states/ca/districts/39.md) — 4% (congressional)
+- [CA Senate District 18](/us/states/ca/districts/senate/18.md) — 42% (state senate)
+- [CA Senate District 19](/us/states/ca/districts/senate/19.md) — 33% (state senate)
+- [CA Senate District 32](/us/states/ca/districts/senate/32.md) — 21% (state senate)
+- [CA Senate District 31](/us/states/ca/districts/senate/31.md) — 5% (state senate)
+- [CA House District 36](/us/states/ca/districts/house/36.md) — 54% (state house)
+- [CA House District 47](/us/states/ca/districts/house/47.md) — 31% (state house)
+- [CA House District 63](/us/states/ca/districts/house/63.md) — 5% (state house)
+- [CA House District 71](/us/states/ca/districts/house/71.md) — 5% (state house)
+- [CA House District 60](/us/states/ca/districts/house/60.md) — 4% (state house)
+- [CA House District 58](/us/states/ca/districts/house/58.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/sacramento/index.md b/data/jurisdictions/us/states/ca/counties/sacramento/index.md
index e165b46d2a..b56271dc83 100644
--- a/data/jurisdictions/us/states/ca/counties/sacramento/index.md
+++ b/data/jurisdictions/us/states/ca/counties/sacramento/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 16002
   hispanic: 385590
   bachelors_plus: 510269
+districts:
+  - to: "us/states/ca/districts/07"
+    rel: in-district
+    area_weight: 0.653
+  - to: "us/states/ca/districts/06"
+    rel: in-district
+    area_weight: 0.2561
+  - to: "us/states/ca/districts/03"
+    rel: in-district
+    area_weight: 0.0885
+  - to: "us/states/ca/districts/senate/6"
+    rel: in-district
+    area_weight: 0.5575
+  - to: "us/states/ca/districts/senate/8"
+    rel: in-district
+    area_weight: 0.2742
+  - to: "us/states/ca/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1682
+  - to: "us/states/ca/districts/house/9"
+    rel: in-district
+    area_weight: 0.5172
+  - to: "us/states/ca/districts/house/7"
+    rel: in-district
+    area_weight: 0.1627
+  - to: "us/states/ca/districts/house/6"
+    rel: in-district
+    area_weight: 0.1514
+  - to: "us/states/ca/districts/house/10"
+    rel: in-district
+    area_weight: 0.117
+  - to: "us/states/ca/districts/house/11"
+    rel: in-district
+    area_weight: 0.0516
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 385590 |
 | Bachelor's or higher | 510269 |
 
+## Districts
+
+- [CA-07](/us/states/ca/districts/07.md) — 65% (congressional)
+- [CA-06](/us/states/ca/districts/06.md) — 26% (congressional)
+- [CA-03](/us/states/ca/districts/03.md) — 9% (congressional)
+- [CA Senate District 6](/us/states/ca/districts/senate/6.md) — 56% (state senate)
+- [CA Senate District 8](/us/states/ca/districts/senate/8.md) — 27% (state senate)
+- [CA Senate District 3](/us/states/ca/districts/senate/3.md) — 17% (state senate)
+- [CA House District 9](/us/states/ca/districts/house/9.md) — 52% (state house)
+- [CA House District 7](/us/states/ca/districts/house/7.md) — 16% (state house)
+- [CA House District 6](/us/states/ca/districts/house/6.md) — 15% (state house)
+- [CA House District 10](/us/states/ca/districts/house/10.md) — 12% (state house)
+- [CA House District 11](/us/states/ca/districts/house/11.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/san-benito/index.md b/data/jurisdictions/us/states/ca/counties/san-benito/index.md
index ee4a06da55..a70a4b0a56 100644
--- a/data/jurisdictions/us/states/ca/counties/san-benito/index.md
+++ b/data/jurisdictions/us/states/ca/counties/san-benito/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1336
   hispanic: 41960
   bachelors_plus: 13693
+districts:
+  - to: "us/states/ca/districts/18"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ca/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ca/districts/house/29"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 41960 |
 | Bachelor's or higher | 13693 |
 
+## Districts
+
+- [CA-18](/us/states/ca/districts/18.md) — 100% (congressional)
+- [CA Senate District 17](/us/states/ca/districts/senate/17.md) — 100% (state senate)
+- [CA House District 29](/us/states/ca/districts/house/29.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/san-bernardino/index.md b/data/jurisdictions/us/states/ca/counties/san-bernardino/index.md
index da02c26247..bc12e5e4d9 100644
--- a/data/jurisdictions/us/states/ca/counties/san-bernardino/index.md
+++ b/data/jurisdictions/us/states/ca/counties/san-bernardino/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 31223
   hispanic: 1213014
   bachelors_plus: 450344
+districts:
+  - to: "us/states/ca/districts/23"
+    rel: in-district
+    area_weight: 0.8428
+  - to: "us/states/ca/districts/25"
+    rel: in-district
+    area_weight: 0.1288
+  - to: "us/states/ca/districts/28"
+    rel: in-district
+    area_weight: 0.0099
+  - to: "us/states/ca/districts/33"
+    rel: in-district
+    area_weight: 0.0094
+  - to: "us/states/ca/districts/35"
+    rel: in-district
+    area_weight: 0.0071
+  - to: "us/states/ca/districts/senate/19"
+    rel: in-district
+    area_weight: 0.8155
+  - to: "us/states/ca/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1288
+  - to: "us/states/ca/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0322
+  - to: "us/states/ca/districts/senate/29"
+    rel: in-district
+    area_weight: 0.012
+  - to: "us/states/ca/districts/house/34"
+    rel: in-district
+    area_weight: 0.792
+  - to: "us/states/ca/districts/house/36"
+    rel: in-district
+    area_weight: 0.1288
+  - to: "us/states/ca/districts/house/47"
+    rel: in-district
+    area_weight: 0.025
+  - to: "us/states/ca/districts/house/39"
+    rel: in-district
+    area_weight: 0.0181
+  - to: "us/states/ca/districts/house/41"
+    rel: in-district
+    area_weight: 0.0162
+  - to: "us/states/ca/districts/house/45"
+    rel: in-district
+    area_weight: 0.0073
+  - to: "us/states/ca/districts/house/50"
+    rel: in-district
+    area_weight: 0.0059
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 10 officeholders mapped.
 | Hispanic/Latino | 1213014 |
 | Bachelor's or higher | 450344 |
 
+## Districts
+
+- [CA-23](/us/states/ca/districts/23.md) — 84% (congressional)
+- [CA-25](/us/states/ca/districts/25.md) — 13% (congressional)
+- [CA-28](/us/states/ca/districts/28.md) — 1% (congressional)
+- [CA-33](/us/states/ca/districts/33.md) — 1% (congressional)
+- [CA-35](/us/states/ca/districts/35.md) — 1% (congressional)
+- [CA Senate District 19](/us/states/ca/districts/senate/19.md) — 82% (state senate)
+- [CA Senate District 18](/us/states/ca/districts/senate/18.md) — 13% (state senate)
+- [CA Senate District 23](/us/states/ca/districts/senate/23.md) — 3% (state senate)
+- [CA Senate District 29](/us/states/ca/districts/senate/29.md) — 1% (state senate)
+- [CA House District 34](/us/states/ca/districts/house/34.md) — 79% (state house)
+- [CA House District 36](/us/states/ca/districts/house/36.md) — 13% (state house)
+- [CA House District 47](/us/states/ca/districts/house/47.md) — 2% (state house)
+- [CA House District 39](/us/states/ca/districts/house/39.md) — 2% (state house)
+- [CA House District 41](/us/states/ca/districts/house/41.md) — 2% (state house)
+- [CA House District 45](/us/states/ca/districts/house/45.md) — 1% (state house)
+- [CA House District 50](/us/states/ca/districts/house/50.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/san-diego/index.md b/data/jurisdictions/us/states/ca/counties/san-diego/index.md
index 5b162644d6..f4afb5c7d0 100644
--- a/data/jurisdictions/us/states/ca/counties/san-diego/index.md
+++ b/data/jurisdictions/us/states/ca/counties/san-diego/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 35126
   hispanic: 1139063
   bachelors_plus: 1376225
+districts:
+  - to: "us/states/ca/districts/48"
+    rel: in-district
+    area_weight: 0.719
+  - to: "us/states/ca/districts/49"
+    rel: in-district
+    area_weight: 0.0877
+  - to: "us/states/ca/districts/50"
+    rel: in-district
+    area_weight: 0.0601
+  - to: "us/states/ca/districts/51"
+    rel: in-district
+    area_weight: 0.0423
+  - to: "us/states/ca/districts/52"
+    rel: in-district
+    area_weight: 0.0315
+  - to: "us/states/ca/districts/senate/32"
+    rel: in-district
+    area_weight: 0.3437
+  - to: "us/states/ca/districts/senate/40"
+    rel: in-district
+    area_weight: 0.2821
+  - to: "us/states/ca/districts/senate/18"
+    rel: in-district
+    area_weight: 0.169
+  - to: "us/states/ca/districts/senate/38"
+    rel: in-district
+    area_weight: 0.103
+  - to: "us/states/ca/districts/senate/39"
+    rel: in-district
+    area_weight: 0.043
+  - to: "us/states/ca/districts/house/75"
+    rel: in-district
+    area_weight: 0.7237
+  - to: "us/states/ca/districts/house/74"
+    rel: in-district
+    area_weight: 0.0719
+  - to: "us/states/ca/districts/house/76"
+    rel: in-district
+    area_weight: 0.0471
+  - to: "us/states/ca/districts/house/77"
+    rel: in-district
+    area_weight: 0.0331
+  - to: "us/states/ca/districts/house/78"
+    rel: in-district
+    area_weight: 0.0274
+  - to: "us/states/ca/districts/house/80"
+    rel: in-district
+    area_weight: 0.0241
+  - to: "us/states/ca/districts/house/79"
+    rel: in-district
+    area_weight: 0.0134
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 9 officeholders mapped.
 | Hispanic/Latino | 1139063 |
 | Bachelor's or higher | 1376225 |
 
+## Districts
+
+- [CA-48](/us/states/ca/districts/48.md) — 72% (congressional)
+- [CA-49](/us/states/ca/districts/49.md) — 9% (congressional)
+- [CA-50](/us/states/ca/districts/50.md) — 6% (congressional)
+- [CA-51](/us/states/ca/districts/51.md) — 4% (congressional)
+- [CA-52](/us/states/ca/districts/52.md) — 3% (congressional)
+- [CA Senate District 32](/us/states/ca/districts/senate/32.md) — 34% (state senate)
+- [CA Senate District 40](/us/states/ca/districts/senate/40.md) — 28% (state senate)
+- [CA Senate District 18](/us/states/ca/districts/senate/18.md) — 17% (state senate)
+- [CA Senate District 38](/us/states/ca/districts/senate/38.md) — 10% (state senate)
+- [CA Senate District 39](/us/states/ca/districts/senate/39.md) — 4% (state senate)
+- [CA House District 75](/us/states/ca/districts/house/75.md) — 72% (state house)
+- [CA House District 74](/us/states/ca/districts/house/74.md) — 7% (state house)
+- [CA House District 76](/us/states/ca/districts/house/76.md) — 5% (state house)
+- [CA House District 77](/us/states/ca/districts/house/77.md) — 3% (state house)
+- [CA House District 78](/us/states/ca/districts/house/78.md) — 3% (state house)
+- [CA House District 80](/us/states/ca/districts/house/80.md) — 2% (state house)
+- [CA House District 79](/us/states/ca/districts/house/79.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/san-francisco/index.md b/data/jurisdictions/us/states/ca/counties/san-francisco/index.md
index cce94b4011..1cc7357366 100644
--- a/data/jurisdictions/us/states/ca/counties/san-francisco/index.md
+++ b/data/jurisdictions/us/states/ca/counties/san-francisco/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 6059
   hispanic: 134659
   bachelors_plus: 567198
+districts:
+  - to: "us/states/ca/districts/11"
+    rel: in-district
+    area_weight: 0.1853
+  - to: "us/states/ca/districts/15"
+    rel: in-district
+    area_weight: 0.0228
+  - to: "us/states/ca/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2037
+  - to: "us/states/ca/districts/house/17"
+    rel: in-district
+    area_weight: 0.1046
+  - to: "us/states/ca/districts/house/19"
+    rel: in-district
+    area_weight: 0.0991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 134659 |
 | Bachelor's or higher | 567198 |
 
+## Districts
+
+- [CA-11](/us/states/ca/districts/11.md) — 19% (congressional)
+- [CA-15](/us/states/ca/districts/15.md) — 2% (congressional)
+- [CA Senate District 11](/us/states/ca/districts/senate/11.md) — 20% (state senate)
+- [CA House District 17](/us/states/ca/districts/house/17.md) — 10% (state house)
+- [CA House District 19](/us/states/ca/districts/house/19.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/san-joaquin/index.md b/data/jurisdictions/us/states/ca/counties/san-joaquin/index.md
index 4c9858b00f..eff376f373 100644
--- a/data/jurisdictions/us/states/ca/counties/san-joaquin/index.md
+++ b/data/jurisdictions/us/states/ca/counties/san-joaquin/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 11882
   hispanic: 339161
   bachelors_plus: 154334
+districts:
+  - to: "us/states/ca/districts/09"
+    rel: in-district
+    area_weight: 0.8359
+  - to: "us/states/ca/districts/13"
+    rel: in-district
+    area_weight: 0.1604
+  - to: "us/states/ca/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ca/districts/house/9"
+    rel: in-district
+    area_weight: 0.6572
+  - to: "us/states/ca/districts/house/13"
+    rel: in-district
+    area_weight: 0.3427
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 339161 |
 | Bachelor's or higher | 154334 |
 
+## Districts
+
+- [CA-09](/us/states/ca/districts/09.md) — 84% (congressional)
+- [CA-13](/us/states/ca/districts/13.md) — 16% (congressional)
+- [CA Senate District 5](/us/states/ca/districts/senate/5.md) — 100% (state senate)
+- [CA House District 9](/us/states/ca/districts/house/9.md) — 66% (state house)
+- [CA House District 13](/us/states/ca/districts/house/13.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/san-luis-obispo/index.md b/data/jurisdictions/us/states/ca/counties/san-luis-obispo/index.md
index d777067c65..f53287554f 100644
--- a/data/jurisdictions/us/states/ca/counties/san-luis-obispo/index.md
+++ b/data/jurisdictions/us/states/ca/counties/san-luis-obispo/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 2632
   hispanic: 70318
   bachelors_plus: 105623
+districts:
+  - to: "us/states/ca/districts/24"
+    rel: in-district
+    area_weight: 0.5546
+  - to: "us/states/ca/districts/19"
+    rel: in-district
+    area_weight: 0.3641
+  - to: "us/states/ca/districts/senate/17"
+    rel: in-district
+    area_weight: 0.541
+  - to: "us/states/ca/districts/senate/21"
+    rel: in-district
+    area_weight: 0.3779
+  - to: "us/states/ca/districts/house/30"
+    rel: in-district
+    area_weight: 0.8998
+  - to: "us/states/ca/districts/house/37"
+    rel: in-district
+    area_weight: 0.019
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 70318 |
 | Bachelor's or higher | 105623 |
 
+## Districts
+
+- [CA-24](/us/states/ca/districts/24.md) — 55% (congressional)
+- [CA-19](/us/states/ca/districts/19.md) — 36% (congressional)
+- [CA Senate District 17](/us/states/ca/districts/senate/17.md) — 54% (state senate)
+- [CA Senate District 21](/us/states/ca/districts/senate/21.md) — 38% (state senate)
+- [CA House District 30](/us/states/ca/districts/house/30.md) — 90% (state house)
+- [CA House District 37](/us/states/ca/districts/house/37.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/san-mateo/index.md b/data/jurisdictions/us/states/ca/counties/san-mateo/index.md
index 865bafd30c..4167f107ab 100644
--- a/data/jurisdictions/us/states/ca/counties/san-mateo/index.md
+++ b/data/jurisdictions/us/states/ca/counties/san-mateo/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 8434
   hispanic: 184940
   bachelors_plus: 422182
+districts:
+  - to: "us/states/ca/districts/16"
+    rel: in-district
+    area_weight: 0.4605
+  - to: "us/states/ca/districts/15"
+    rel: in-district
+    area_weight: 0.1556
+  - to: "us/states/ca/districts/senate/13"
+    rel: in-district
+    area_weight: 0.5938
+  - to: "us/states/ca/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0238
+  - to: "us/states/ca/districts/house/23"
+    rel: in-district
+    area_weight: 0.4623
+  - to: "us/states/ca/districts/house/21"
+    rel: in-district
+    area_weight: 0.1315
+  - to: "us/states/ca/districts/house/19"
+    rel: in-district
+    area_weight: 0.0238
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 184940 |
 | Bachelor's or higher | 422182 |
 
+## Districts
+
+- [CA-16](/us/states/ca/districts/16.md) — 46% (congressional)
+- [CA-15](/us/states/ca/districts/15.md) — 16% (congressional)
+- [CA Senate District 13](/us/states/ca/districts/senate/13.md) — 59% (state senate)
+- [CA Senate District 11](/us/states/ca/districts/senate/11.md) — 2% (state senate)
+- [CA House District 23](/us/states/ca/districts/house/23.md) — 46% (state house)
+- [CA House District 21](/us/states/ca/districts/house/21.md) — 13% (state house)
+- [CA House District 19](/us/states/ca/districts/house/19.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/santa-barbara/index.md b/data/jurisdictions/us/states/ca/counties/santa-barbara/index.md
index 183a66f1b2..13167a0580 100644
--- a/data/jurisdictions/us/states/ca/counties/santa-barbara/index.md
+++ b/data/jurisdictions/us/states/ca/counties/santa-barbara/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9181
   hispanic: 213992
   bachelors_plus: 143776
+districts:
+  - to: "us/states/ca/districts/24"
+    rel: in-district
+    area_weight: 0.7265
+  - to: "us/states/ca/districts/senate/21"
+    rel: in-district
+    area_weight: 0.7271
+  - to: "us/states/ca/districts/house/37"
+    rel: in-district
+    area_weight: 0.727
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 213992 |
 | Bachelor's or higher | 143776 |
 
+## Districts
+
+- [CA-24](/us/states/ca/districts/24.md) — 73% (congressional)
+- [CA Senate District 21](/us/states/ca/districts/senate/21.md) — 73% (state senate)
+- [CA House District 37](/us/states/ca/districts/house/37.md) — 73% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/santa-clara/index.md b/data/jurisdictions/us/states/ca/counties/santa-clara/index.md
index 403445666d..36723b06b6 100644
--- a/data/jurisdictions/us/states/ca/counties/santa-clara/index.md
+++ b/data/jurisdictions/us/states/ca/counties/santa-clara/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 16500
   hispanic: 475827
   bachelors_plus: 1142708
+districts:
+  - to: "us/states/ca/districts/18"
+    rel: in-district
+    area_weight: 0.5755
+  - to: "us/states/ca/districts/19"
+    rel: in-district
+    area_weight: 0.1748
+  - to: "us/states/ca/districts/16"
+    rel: in-district
+    area_weight: 0.1461
+  - to: "us/states/ca/districts/17"
+    rel: in-district
+    area_weight: 0.0977
+  - to: "us/states/ca/districts/senate/15"
+    rel: in-district
+    area_weight: 0.8029
+  - to: "us/states/ca/districts/senate/13"
+    rel: in-district
+    area_weight: 0.1121
+  - to: "us/states/ca/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0817
+  - to: "us/states/ca/districts/house/25"
+    rel: in-district
+    area_weight: 0.5376
+  - to: "us/states/ca/districts/house/28"
+    rel: in-district
+    area_weight: 0.1973
+  - to: "us/states/ca/districts/house/23"
+    rel: in-district
+    area_weight: 0.0953
+  - to: "us/states/ca/districts/house/29"
+    rel: in-district
+    area_weight: 0.0688
+  - to: "us/states/ca/districts/house/26"
+    rel: in-district
+    area_weight: 0.0629
+  - to: "us/states/ca/districts/house/24"
+    rel: in-district
+    area_weight: 0.035
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 475827 |
 | Bachelor's or higher | 1142708 |
 
+## Districts
+
+- [CA-18](/us/states/ca/districts/18.md) — 58% (congressional)
+- [CA-19](/us/states/ca/districts/19.md) — 17% (congressional)
+- [CA-16](/us/states/ca/districts/16.md) — 15% (congressional)
+- [CA-17](/us/states/ca/districts/17.md) — 10% (congressional)
+- [CA Senate District 15](/us/states/ca/districts/senate/15.md) — 80% (state senate)
+- [CA Senate District 13](/us/states/ca/districts/senate/13.md) — 11% (state senate)
+- [CA Senate District 10](/us/states/ca/districts/senate/10.md) — 8% (state senate)
+- [CA House District 25](/us/states/ca/districts/house/25.md) — 54% (state house)
+- [CA House District 28](/us/states/ca/districts/house/28.md) — 20% (state house)
+- [CA House District 23](/us/states/ca/districts/house/23.md) — 10% (state house)
+- [CA House District 29](/us/states/ca/districts/house/29.md) — 7% (state house)
+- [CA House District 26](/us/states/ca/districts/house/26.md) — 6% (state house)
+- [CA House District 24](/us/states/ca/districts/house/24.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/santa-cruz/index.md b/data/jurisdictions/us/states/ca/counties/santa-cruz/index.md
index af6d91d502..758e62d6b6 100644
--- a/data/jurisdictions/us/states/ca/counties/santa-cruz/index.md
+++ b/data/jurisdictions/us/states/ca/counties/santa-cruz/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 3172
   hispanic: 93346
   bachelors_plus: 111904
+districts:
+  - to: "us/states/ca/districts/19"
+    rel: in-district
+    area_weight: 0.6597
+  - to: "us/states/ca/districts/18"
+    rel: in-district
+    area_weight: 0.0737
+  - to: "us/states/ca/districts/senate/17"
+    rel: in-district
+    area_weight: 0.7357
+  - to: "us/states/ca/districts/house/28"
+    rel: in-district
+    area_weight: 0.5318
+  - to: "us/states/ca/districts/house/29"
+    rel: in-district
+    area_weight: 0.1175
+  - to: "us/states/ca/districts/house/30"
+    rel: in-district
+    area_weight: 0.0865
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 93346 |
 | Bachelor's or higher | 111904 |
 
+## Districts
+
+- [CA-19](/us/states/ca/districts/19.md) — 66% (congressional)
+- [CA-18](/us/states/ca/districts/18.md) — 7% (congressional)
+- [CA Senate District 17](/us/states/ca/districts/senate/17.md) — 74% (state senate)
+- [CA House District 28](/us/states/ca/districts/house/28.md) — 53% (state house)
+- [CA House District 29](/us/states/ca/districts/house/29.md) — 12% (state house)
+- [CA House District 30](/us/states/ca/districts/house/30.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/shasta/index.md b/data/jurisdictions/us/states/ca/counties/shasta/index.md
index 28ba419a2c..e76b2bc7bd 100644
--- a/data/jurisdictions/us/states/ca/counties/shasta/index.md
+++ b/data/jurisdictions/us/states/ca/counties/shasta/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3088
   hispanic: 21346
   bachelors_plus: 40413
+districts:
+  - to: "us/states/ca/districts/01"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 21346 |
 | Bachelor's or higher | 40413 |
 
+## Districts
+
+- [CA-01](/us/states/ca/districts/01.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/sierra/index.md b/data/jurisdictions/us/states/ca/counties/sierra/index.md
index 64965c90bc..94a2e0d2c0 100644
--- a/data/jurisdictions/us/states/ca/counties/sierra/index.md
+++ b/data/jurisdictions/us/states/ca/counties/sierra/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 301
   bachelors_plus: 731
+districts:
+  - to: "us/states/ca/districts/03"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 301 |
 | Bachelor's or higher | 731 |
 
+## Districts
+
+- [CA-03](/us/states/ca/districts/03.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/siskiyou/index.md b/data/jurisdictions/us/states/ca/counties/siskiyou/index.md
index e758e08f7d..d3a97abd16 100644
--- a/data/jurisdictions/us/states/ca/counties/siskiyou/index.md
+++ b/data/jurisdictions/us/states/ca/counties/siskiyou/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1417
   hispanic: 5860
   bachelors_plus: 10046
+districts:
+  - to: "us/states/ca/districts/01"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ca/districts/house/1"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5860 |
 | Bachelor's or higher | 10046 |
 
+## Districts
+
+- [CA-01](/us/states/ca/districts/01.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 1](/us/states/ca/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/solano/index.md b/data/jurisdictions/us/states/ca/counties/solano/index.md
index 9fd427b9d4..39fc9e3dc6 100644
--- a/data/jurisdictions/us/states/ca/counties/solano/index.md
+++ b/data/jurisdictions/us/states/ca/counties/solano/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 4002
   hispanic: 133953
   bachelors_plus: 119335
+districts:
+  - to: "us/states/ca/districts/04"
+    rel: in-district
+    area_weight: 0.5398
+  - to: "us/states/ca/districts/08"
+    rel: in-district
+    area_weight: 0.4227
+  - to: "us/states/ca/districts/07"
+    rel: in-district
+    area_weight: 0.0193
+  - to: "us/states/ca/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9822
+  - to: "us/states/ca/districts/house/11"
+    rel: in-district
+    area_weight: 0.9819
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 133953 |
 | Bachelor's or higher | 119335 |
 
+## Districts
+
+- [CA-04](/us/states/ca/districts/04.md) — 54% (congressional)
+- [CA-08](/us/states/ca/districts/08.md) — 42% (congressional)
+- [CA-07](/us/states/ca/districts/07.md) — 2% (congressional)
+- [CA Senate District 3](/us/states/ca/districts/senate/3.md) — 98% (state senate)
+- [CA House District 11](/us/states/ca/districts/house/11.md) — 98% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/sonoma/index.md b/data/jurisdictions/us/states/ca/counties/sonoma/index.md
index f685c7966e..e47dd0bd0e 100644
--- a/data/jurisdictions/us/states/ca/counties/sonoma/index.md
+++ b/data/jurisdictions/us/states/ca/counties/sonoma/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 6555
   hispanic: 145518
   bachelors_plus: 188117
+districts:
+  - to: "us/states/ca/districts/02"
+    rel: in-district
+    area_weight: 0.7182
+  - to: "us/states/ca/districts/04"
+    rel: in-district
+    area_weight: 0.1811
+  - to: "us/states/ca/districts/senate/2"
+    rel: in-district
+    area_weight: 0.8056
+  - to: "us/states/ca/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0932
+  - to: "us/states/ca/districts/house/2"
+    rel: in-district
+    area_weight: 0.663
+  - to: "us/states/ca/districts/house/12"
+    rel: in-district
+    area_weight: 0.2212
+  - to: "us/states/ca/districts/house/4"
+    rel: in-district
+    area_weight: 0.0147
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 145518 |
 | Bachelor's or higher | 188117 |
 
+## Districts
+
+- [CA-02](/us/states/ca/districts/02.md) — 72% (congressional)
+- [CA-04](/us/states/ca/districts/04.md) — 18% (congressional)
+- [CA Senate District 2](/us/states/ca/districts/senate/2.md) — 81% (state senate)
+- [CA Senate District 3](/us/states/ca/districts/senate/3.md) — 9% (state senate)
+- [CA House District 2](/us/states/ca/districts/house/2.md) — 66% (state house)
+- [CA House District 12](/us/states/ca/districts/house/12.md) — 22% (state house)
+- [CA House District 4](/us/states/ca/districts/house/4.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/stanislaus/index.md b/data/jurisdictions/us/states/ca/counties/stanislaus/index.md
index af684e3e47..1e70e9cb98 100644
--- a/data/jurisdictions/us/states/ca/counties/stanislaus/index.md
+++ b/data/jurisdictions/us/states/ca/counties/stanislaus/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 7720
   hispanic: 277207
   bachelors_plus: 91801
+districts:
+  - to: "us/states/ca/districts/13"
+    rel: in-district
+    area_weight: 0.5577
+  - to: "us/states/ca/districts/05"
+    rel: in-district
+    area_weight: 0.3433
+  - to: "us/states/ca/districts/09"
+    rel: in-district
+    area_weight: 0.0982
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ca/districts/house/22"
+    rel: in-district
+    area_weight: 0.6037
+  - to: "us/states/ca/districts/house/9"
+    rel: in-district
+    area_weight: 0.3962
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 277207 |
 | Bachelor's or higher | 91801 |
 
+## Districts
+
+- [CA-13](/us/states/ca/districts/13.md) — 56% (congressional)
+- [CA-05](/us/states/ca/districts/05.md) — 34% (congressional)
+- [CA-09](/us/states/ca/districts/09.md) — 10% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 100% (state senate)
+- [CA House District 22](/us/states/ca/districts/house/22.md) — 60% (state house)
+- [CA House District 9](/us/states/ca/districts/house/9.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/sutter/index.md b/data/jurisdictions/us/states/ca/counties/sutter/index.md
index 7691e9a7c7..a83c539bd0 100644
--- a/data/jurisdictions/us/states/ca/counties/sutter/index.md
+++ b/data/jurisdictions/us/states/ca/counties/sutter/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1900
   hispanic: 32532
   bachelors_plus: 17921
+districts:
+  - to: "us/states/ca/districts/01"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ca/districts/house/3"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 32532 |
 | Bachelor's or higher | 17921 |
 
+## Districts
+
+- [CA-01](/us/states/ca/districts/01.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 3](/us/states/ca/districts/house/3.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/tehama/index.md b/data/jurisdictions/us/states/ca/counties/tehama/index.md
index b7d443ebe4..9a61444935 100644
--- a/data/jurisdictions/us/states/ca/counties/tehama/index.md
+++ b/data/jurisdictions/us/states/ca/counties/tehama/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1285
   hispanic: 18941
   bachelors_plus: 10965
+districts:
+  - to: "us/states/ca/districts/01"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/house/3"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 18941 |
 | Bachelor's or higher | 10965 |
 
+## Districts
+
+- [CA-01](/us/states/ca/districts/01.md) — 100% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 3](/us/states/ca/districts/house/3.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/trinity/index.md b/data/jurisdictions/us/states/ca/counties/trinity/index.md
index d59114f5f8..72fcf9d852 100644
--- a/data/jurisdictions/us/states/ca/counties/trinity/index.md
+++ b/data/jurisdictions/us/states/ca/counties/trinity/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 594
   hispanic: 973
   bachelors_plus: 3822
+districts:
+  - to: "us/states/ca/districts/02"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ca/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ca/districts/house/2"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 973 |
 | Bachelor's or higher | 3822 |
 
+## Districts
+
+- [CA-02](/us/states/ca/districts/02.md) — 100% (congressional)
+- [CA Senate District 2](/us/states/ca/districts/senate/2.md) — 100% (state senate)
+- [CA House District 2](/us/states/ca/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/tulare/index.md b/data/jurisdictions/us/states/ca/counties/tulare/index.md
index c2c09c1804..9324c47993 100644
--- a/data/jurisdictions/us/states/ca/counties/tulare/index.md
+++ b/data/jurisdictions/us/states/ca/counties/tulare/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 7616
   hispanic: 318976
   bachelors_plus: 64642
+districts:
+  - to: "us/states/ca/districts/20"
+    rel: in-district
+    area_weight: 0.7056
+  - to: "us/states/ca/districts/22"
+    rel: in-district
+    area_weight: 0.2024
+  - to: "us/states/ca/districts/21"
+    rel: in-district
+    area_weight: 0.0908
+  - to: "us/states/ca/districts/senate/12"
+    rel: in-district
+    area_weight: 0.7477
+  - to: "us/states/ca/districts/senate/16"
+    rel: in-district
+    area_weight: 0.2522
+  - to: "us/states/ca/districts/house/32"
+    rel: in-district
+    area_weight: 0.7422
+  - to: "us/states/ca/districts/house/33"
+    rel: in-district
+    area_weight: 0.2578
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 318976 |
 | Bachelor's or higher | 64642 |
 
+## Districts
+
+- [CA-20](/us/states/ca/districts/20.md) — 71% (congressional)
+- [CA-22](/us/states/ca/districts/22.md) — 20% (congressional)
+- [CA-21](/us/states/ca/districts/21.md) — 9% (congressional)
+- [CA Senate District 12](/us/states/ca/districts/senate/12.md) — 75% (state senate)
+- [CA Senate District 16](/us/states/ca/districts/senate/16.md) — 25% (state senate)
+- [CA House District 32](/us/states/ca/districts/house/32.md) — 74% (state house)
+- [CA House District 33](/us/states/ca/districts/house/33.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/tuolumne/index.md b/data/jurisdictions/us/states/ca/counties/tuolumne/index.md
index 3ebd34b829..398743d7fd 100644
--- a/data/jurisdictions/us/states/ca/counties/tuolumne/index.md
+++ b/data/jurisdictions/us/states/ca/counties/tuolumne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 867
   hispanic: 7398
   bachelors_plus: 13797
+districts:
+  - to: "us/states/ca/districts/05"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ca/districts/senate/4"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/house/8"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7398 |
 | Bachelor's or higher | 13797 |
 
+## Districts
+
+- [CA-05](/us/states/ca/districts/05.md) — 100% (congressional)
+- [CA Senate District 4](/us/states/ca/districts/senate/4.md) — 100% (state senate)
+- [CA House District 8](/us/states/ca/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/ventura/index.md b/data/jurisdictions/us/states/ca/counties/ventura/index.md
index 722e3e44e2..fcb853d63e 100644
--- a/data/jurisdictions/us/states/ca/counties/ventura/index.md
+++ b/data/jurisdictions/us/states/ca/counties/ventura/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 14035
   hispanic: 371359
   bachelors_plus: 290023
+districts:
+  - to: "us/states/ca/districts/26"
+    rel: in-district
+    area_weight: 0.7693
+  - to: "us/states/ca/districts/24"
+    rel: in-district
+    area_weight: 0.0729
+  - to: "us/states/ca/districts/senate/21"
+    rel: in-district
+    area_weight: 0.7571
+  - to: "us/states/ca/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0848
+  - to: "us/states/ca/districts/house/38"
+    rel: in-district
+    area_weight: 0.6914
+  - to: "us/states/ca/districts/house/42"
+    rel: in-district
+    area_weight: 0.1489
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 371359 |
 | Bachelor's or higher | 290023 |
 
+## Districts
+
+- [CA-26](/us/states/ca/districts/26.md) — 77% (congressional)
+- [CA-24](/us/states/ca/districts/24.md) — 7% (congressional)
+- [CA Senate District 21](/us/states/ca/districts/senate/21.md) — 76% (state senate)
+- [CA Senate District 27](/us/states/ca/districts/senate/27.md) — 8% (state senate)
+- [CA House District 38](/us/states/ca/districts/house/38.md) — 69% (state house)
+- [CA House District 42](/us/states/ca/districts/house/42.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/yolo/index.md b/data/jurisdictions/us/states/ca/counties/yolo/index.md
index a8358c1af6..5a76553e50 100644
--- a/data/jurisdictions/us/states/ca/counties/yolo/index.md
+++ b/data/jurisdictions/us/states/ca/counties/yolo/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2870
   hispanic: 73569
   bachelors_plus: 87220
+districts:
+  - to: "us/states/ca/districts/04"
+    rel: in-district
+    area_weight: 0.9591
+  - to: "us/states/ca/districts/07"
+    rel: in-district
+    area_weight: 0.038
+  - to: "us/states/ca/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ca/districts/house/4"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 73569 |
 | Bachelor's or higher | 87220 |
 
+## Districts
+
+- [CA-04](/us/states/ca/districts/04.md) — 96% (congressional)
+- [CA-07](/us/states/ca/districts/07.md) — 4% (congressional)
+- [CA Senate District 3](/us/states/ca/districts/senate/3.md) — 100% (state senate)
+- [CA House District 4](/us/states/ca/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/counties/yuba/index.md b/data/jurisdictions/us/states/ca/counties/yuba/index.md
index 9b2fd52f2f..76e5be6daf 100644
--- a/data/jurisdictions/us/states/ca/counties/yuba/index.md
+++ b/data/jurisdictions/us/states/ca/counties/yuba/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1509
   hispanic: 26003
   bachelors_plus: 12713
+districts:
+  - to: "us/states/ca/districts/03"
+    rel: in-district
+    area_weight: 0.6884
+  - to: "us/states/ca/districts/01"
+    rel: in-district
+    area_weight: 0.3116
+  - to: "us/states/ca/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ca/districts/house/3"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ca]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 26003 |
 | Bachelor's or higher | 12713 |
 
+## Districts
+
+- [CA-03](/us/states/ca/districts/03.md) — 69% (congressional)
+- [CA-01](/us/states/ca/districts/01.md) — 31% (congressional)
+- [CA Senate District 1](/us/states/ca/districts/senate/1.md) — 100% (state senate)
+- [CA House District 3](/us/states/ca/districts/house/3.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ca/districts/01.md b/data/jurisdictions/us/states/ca/districts/01.md
index f6b676dd81..a34aa1e7b4 100644
--- a/data/jurisdictions/us/states/ca/districts/01.md
+++ b/data/jurisdictions/us/states/ca/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 125835
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/02.md b/data/jurisdictions/us/states/ca/districts/02.md
index e25a649d49..2c0ef45761 100644
--- a/data/jurisdictions/us/states/ca/districts/02.md
+++ b/data/jurisdictions/us/states/ca/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 244528
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/03.md b/data/jurisdictions/us/states/ca/districts/03.md
index 79d3ad4648..3bd7f63f04 100644
--- a/data/jurisdictions/us/states/ca/districts/03.md
+++ b/data/jurisdictions/us/states/ca/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 244588
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/04.md b/data/jurisdictions/us/states/ca/districts/04.md
index 77a3800a57..2c7b89555a 100644
--- a/data/jurisdictions/us/states/ca/districts/04.md
+++ b/data/jurisdictions/us/states/ca/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 194071
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/05.md b/data/jurisdictions/us/states/ca/districts/05.md
index 2237edaf97..c681df8572 100644
--- a/data/jurisdictions/us/states/ca/districts/05.md
+++ b/data/jurisdictions/us/states/ca/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 173991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/06.md b/data/jurisdictions/us/states/ca/districts/06.md
index 1cd2d7afa9..401ad59dac 100644
--- a/data/jurisdictions/us/states/ca/districts/06.md
+++ b/data/jurisdictions/us/states/ca/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 171997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/07.md b/data/jurisdictions/us/states/ca/districts/07.md
index b9b14dfa8a..77558cd8e6 100644
--- a/data/jurisdictions/us/states/ca/districts/07.md
+++ b/data/jurisdictions/us/states/ca/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 192934
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/08.md b/data/jurisdictions/us/states/ca/districts/08.md
index a90b7a7195..ebbe3f5c88 100644
--- a/data/jurisdictions/us/states/ca/districts/08.md
+++ b/data/jurisdictions/us/states/ca/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 165576
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/09.md b/data/jurisdictions/us/states/ca/districts/09.md
index e100775253..07244f619f 100644
--- a/data/jurisdictions/us/states/ca/districts/09.md
+++ b/data/jurisdictions/us/states/ca/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 128955
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/10.md b/data/jurisdictions/us/states/ca/districts/10.md
index 4a44bf9e0a..1f1aac41d2 100644
--- a/data/jurisdictions/us/states/ca/districts/10.md
+++ b/data/jurisdictions/us/states/ca/districts/10.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 302825
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/11.md b/data/jurisdictions/us/states/ca/districts/11.md
index 2b19ba849a..d48d1a850b 100644
--- a/data/jurisdictions/us/states/ca/districts/11.md
+++ b/data/jurisdictions/us/states/ca/districts/11.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 373356
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/12.md b/data/jurisdictions/us/states/ca/districts/12.md
index 476e47e189..d078e0ad5a 100644
--- a/data/jurisdictions/us/states/ca/districts/12.md
+++ b/data/jurisdictions/us/states/ca/districts/12.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 306485
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/13.md b/data/jurisdictions/us/states/ca/districts/13.md
index 821913ef5a..60677fa9d0 100644
--- a/data/jurisdictions/us/states/ca/districts/13.md
+++ b/data/jurisdictions/us/states/ca/districts/13.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 68821
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/14.md b/data/jurisdictions/us/states/ca/districts/14.md
index 49885dca95..2ea7865dcf 100644
--- a/data/jurisdictions/us/states/ca/districts/14.md
+++ b/data/jurisdictions/us/states/ca/districts/14.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 258962
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/15.md b/data/jurisdictions/us/states/ca/districts/15.md
index 008beb6a31..7f5921adaa 100644
--- a/data/jurisdictions/us/states/ca/districts/15.md
+++ b/data/jurisdictions/us/states/ca/districts/15.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 273344
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/16.md b/data/jurisdictions/us/states/ca/districts/16.md
index c99187fc1a..c8da6db491 100644
--- a/data/jurisdictions/us/states/ca/districts/16.md
+++ b/data/jurisdictions/us/states/ca/districts/16.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 347827
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/17.md b/data/jurisdictions/us/states/ca/districts/17.md
index 9ed6f404ac..675a2ae0f7 100644
--- a/data/jurisdictions/us/states/ca/districts/17.md
+++ b/data/jurisdictions/us/states/ca/districts/17.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 359044
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/18.md b/data/jurisdictions/us/states/ca/districts/18.md
index 4ed67844dd..716808cfd6 100644
--- a/data/jurisdictions/us/states/ca/districts/18.md
+++ b/data/jurisdictions/us/states/ca/districts/18.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 125089
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/19.md b/data/jurisdictions/us/states/ca/districts/19.md
index 0cc33d1f81..941d03b2c9 100644
--- a/data/jurisdictions/us/states/ca/districts/19.md
+++ b/data/jurisdictions/us/states/ca/districts/19.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 256816
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/20.md b/data/jurisdictions/us/states/ca/districts/20.md
index a769966efd..06c85fbc14 100644
--- a/data/jurisdictions/us/states/ca/districts/20.md
+++ b/data/jurisdictions/us/states/ca/districts/20.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 160364
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/21.md b/data/jurisdictions/us/states/ca/districts/21.md
index 7435d34b80..a4fb32759b 100644
--- a/data/jurisdictions/us/states/ca/districts/21.md
+++ b/data/jurisdictions/us/states/ca/districts/21.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 83199
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/22.md b/data/jurisdictions/us/states/ca/districts/22.md
index aaebb3a4f0..5df179614f 100644
--- a/data/jurisdictions/us/states/ca/districts/22.md
+++ b/data/jurisdictions/us/states/ca/districts/22.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 51428
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/23.md b/data/jurisdictions/us/states/ca/districts/23.md
index 931fccce91..5ca6eb9606 100644
--- a/data/jurisdictions/us/states/ca/districts/23.md
+++ b/data/jurisdictions/us/states/ca/districts/23.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 110654
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/24.md b/data/jurisdictions/us/states/ca/districts/24.md
index 33836b8409..37b70c7cb8 100644
--- a/data/jurisdictions/us/states/ca/districts/24.md
+++ b/data/jurisdictions/us/states/ca/districts/24.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 199739
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/25.md b/data/jurisdictions/us/states/ca/districts/25.md
index eb7683bf25..e395b6c165 100644
--- a/data/jurisdictions/us/states/ca/districts/25.md
+++ b/data/jurisdictions/us/states/ca/districts/25.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 95660
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/26.md b/data/jurisdictions/us/states/ca/districts/26.md
index 4f24f536d9..b517b1b473 100644
--- a/data/jurisdictions/us/states/ca/districts/26.md
+++ b/data/jurisdictions/us/states/ca/districts/26.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 204371
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/27.md b/data/jurisdictions/us/states/ca/districts/27.md
index cca9952d74..6d7772fd9b 100644
--- a/data/jurisdictions/us/states/ca/districts/27.md
+++ b/data/jurisdictions/us/states/ca/districts/27.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 161508
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/28.md b/data/jurisdictions/us/states/ca/districts/28.md
index a687b1a9ac..bf2199236b 100644
--- a/data/jurisdictions/us/states/ca/districts/28.md
+++ b/data/jurisdictions/us/states/ca/districts/28.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 275253
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/29.md b/data/jurisdictions/us/states/ca/districts/29.md
index d981bdad89..149d1f7f53 100644
--- a/data/jurisdictions/us/states/ca/districts/29.md
+++ b/data/jurisdictions/us/states/ca/districts/29.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 132937
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/30.md b/data/jurisdictions/us/states/ca/districts/30.md
index 715591a719..cf0aa9926a 100644
--- a/data/jurisdictions/us/states/ca/districts/30.md
+++ b/data/jurisdictions/us/states/ca/districts/30.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 322655
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/31.md b/data/jurisdictions/us/states/ca/districts/31.md
index deb16f0fac..24d217ea83 100644
--- a/data/jurisdictions/us/states/ca/districts/31.md
+++ b/data/jurisdictions/us/states/ca/districts/31.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 135667
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/32.md b/data/jurisdictions/us/states/ca/districts/32.md
index f805157ea9..d0bcfdc486 100644
--- a/data/jurisdictions/us/states/ca/districts/32.md
+++ b/data/jurisdictions/us/states/ca/districts/32.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 304959
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/33.md b/data/jurisdictions/us/states/ca/districts/33.md
index bf2f60ac95..66c2c04b94 100644
--- a/data/jurisdictions/us/states/ca/districts/33.md
+++ b/data/jurisdictions/us/states/ca/districts/33.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 105611
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/34.md b/data/jurisdictions/us/states/ca/districts/34.md
index 920715c1da..fb9c1fc8b2 100644
--- a/data/jurisdictions/us/states/ca/districts/34.md
+++ b/data/jurisdictions/us/states/ca/districts/34.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 163525
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/35.md b/data/jurisdictions/us/states/ca/districts/35.md
index 0272c27e37..6778bd5dab 100644
--- a/data/jurisdictions/us/states/ca/districts/35.md
+++ b/data/jurisdictions/us/states/ca/districts/35.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 126091
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/36.md b/data/jurisdictions/us/states/ca/districts/36.md
index e7e8ec3e02..f4fa0277b8 100644
--- a/data/jurisdictions/us/states/ca/districts/36.md
+++ b/data/jurisdictions/us/states/ca/districts/36.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 370343
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/37.md b/data/jurisdictions/us/states/ca/districts/37.md
index 91cbe67571..67113e3661 100644
--- a/data/jurisdictions/us/states/ca/districts/37.md
+++ b/data/jurisdictions/us/states/ca/districts/37.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 151061
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/38.md b/data/jurisdictions/us/states/ca/districts/38.md
index f40daa5252..175bc2fff3 100644
--- a/data/jurisdictions/us/states/ca/districts/38.md
+++ b/data/jurisdictions/us/states/ca/districts/38.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 160308
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/39.md b/data/jurisdictions/us/states/ca/districts/39.md
index a9add1911d..641295f5a0 100644
--- a/data/jurisdictions/us/states/ca/districts/39.md
+++ b/data/jurisdictions/us/states/ca/districts/39.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 101247
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/40.md b/data/jurisdictions/us/states/ca/districts/40.md
index 35490afbb1..df2b3a302d 100644
--- a/data/jurisdictions/us/states/ca/districts/40.md
+++ b/data/jurisdictions/us/states/ca/districts/40.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 284055
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/41.md b/data/jurisdictions/us/states/ca/districts/41.md
index 70d816b927..c4552edba5 100644
--- a/data/jurisdictions/us/states/ca/districts/41.md
+++ b/data/jurisdictions/us/states/ca/districts/41.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 193961
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/42.md b/data/jurisdictions/us/states/ca/districts/42.md
index 21c5fdb6cc..1b80b2ad55 100644
--- a/data/jurisdictions/us/states/ca/districts/42.md
+++ b/data/jurisdictions/us/states/ca/districts/42.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 133430
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/43.md b/data/jurisdictions/us/states/ca/districts/43.md
index d66f1d82ee..12f5635c50 100644
--- a/data/jurisdictions/us/states/ca/districts/43.md
+++ b/data/jurisdictions/us/states/ca/districts/43.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 109580
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/44.md b/data/jurisdictions/us/states/ca/districts/44.md
index eb8e8949a3..27fa46f51a 100644
--- a/data/jurisdictions/us/states/ca/districts/44.md
+++ b/data/jurisdictions/us/states/ca/districts/44.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 128178
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/45.md b/data/jurisdictions/us/states/ca/districts/45.md
index 8f9a40f8f3..b68c175e51 100644
--- a/data/jurisdictions/us/states/ca/districts/45.md
+++ b/data/jurisdictions/us/states/ca/districts/45.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 203685
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/46.md b/data/jurisdictions/us/states/ca/districts/46.md
index ba8ae2f7bc..719f4cdcc2 100644
--- a/data/jurisdictions/us/states/ca/districts/46.md
+++ b/data/jurisdictions/us/states/ca/districts/46.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 118810
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/47.md b/data/jurisdictions/us/states/ca/districts/47.md
index 0e83f0ddc3..f107772a74 100644
--- a/data/jurisdictions/us/states/ca/districts/47.md
+++ b/data/jurisdictions/us/states/ca/districts/47.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 325326
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/48.md b/data/jurisdictions/us/states/ca/districts/48.md
index 800d5e9ece..e88eadd9d8 100644
--- a/data/jurisdictions/us/states/ca/districts/48.md
+++ b/data/jurisdictions/us/states/ca/districts/48.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 184754
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/49.md b/data/jurisdictions/us/states/ca/districts/49.md
index fadc603d54..4ce7d7ec1f 100644
--- a/data/jurisdictions/us/states/ca/districts/49.md
+++ b/data/jurisdictions/us/states/ca/districts/49.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 271973
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/50.md b/data/jurisdictions/us/states/ca/districts/50.md
index c5a569f38c..5f946a9a3b 100644
--- a/data/jurisdictions/us/states/ca/districts/50.md
+++ b/data/jurisdictions/us/states/ca/districts/50.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 348906
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/51.md b/data/jurisdictions/us/states/ca/districts/51.md
index 09f05b5489..ca82443a2e 100644
--- a/data/jurisdictions/us/states/ca/districts/51.md
+++ b/data/jurisdictions/us/states/ca/districts/51.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 268906
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/52.md b/data/jurisdictions/us/states/ca/districts/52.md
index 0e2d68b405..0415795a2e 100644
--- a/data/jurisdictions/us/states/ca/districts/52.md
+++ b/data/jurisdictions/us/states/ca/districts/52.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 133464
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ca]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ca/districts/house/1.md b/data/jurisdictions/us/states/ca/districts/house/1.md
new file mode 100644
index 0000000000..ca3ae7c365
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 1"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 1
+
+State House district 1 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/10.md b/data/jurisdictions/us/states/ca/districts/house/10.md
new file mode 100644
index 0000000000..363307423c
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 10"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 10
+
+State House district 10 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/11.md b/data/jurisdictions/us/states/ca/districts/house/11.md
new file mode 100644
index 0000000000..967f6eebe2
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 11"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 11
+
+State House district 11 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/12.md b/data/jurisdictions/us/states/ca/districts/house/12.md
new file mode 100644
index 0000000000..474c754dba
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 12"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 12
+
+State House district 12 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/13.md b/data/jurisdictions/us/states/ca/districts/house/13.md
new file mode 100644
index 0000000000..6c0152b67f
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 13"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 13
+
+State House district 13 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/14.md b/data/jurisdictions/us/states/ca/districts/house/14.md
new file mode 100644
index 0000000000..5544e56058
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 14"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 14
+
+State House district 14 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/15.md b/data/jurisdictions/us/states/ca/districts/house/15.md
new file mode 100644
index 0000000000..e3399c9cab
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 15"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 15
+
+State House district 15 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/16.md b/data/jurisdictions/us/states/ca/districts/house/16.md
new file mode 100644
index 0000000000..287e963c78
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 16"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 16
+
+State House district 16 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/17.md b/data/jurisdictions/us/states/ca/districts/house/17.md
new file mode 100644
index 0000000000..f48bd6c181
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 17"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 17
+
+State House district 17 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/18.md b/data/jurisdictions/us/states/ca/districts/house/18.md
new file mode 100644
index 0000000000..1d4d056cea
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 18"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 18
+
+State House district 18 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/19.md b/data/jurisdictions/us/states/ca/districts/house/19.md
new file mode 100644
index 0000000000..22693a2238
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 19"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 19
+
+State House district 19 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/2.md b/data/jurisdictions/us/states/ca/districts/house/2.md
new file mode 100644
index 0000000000..1a28d2e875
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 2"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 2
+
+State House district 2 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/20.md b/data/jurisdictions/us/states/ca/districts/house/20.md
new file mode 100644
index 0000000000..fe1e992ee8
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 20"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 20
+
+State House district 20 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/21.md b/data/jurisdictions/us/states/ca/districts/house/21.md
new file mode 100644
index 0000000000..b73cca81f1
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 21"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 21
+
+State House district 21 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/22.md b/data/jurisdictions/us/states/ca/districts/house/22.md
new file mode 100644
index 0000000000..f9723da8f5
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 22"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 22
+
+State House district 22 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/23.md b/data/jurisdictions/us/states/ca/districts/house/23.md
new file mode 100644
index 0000000000..3c9101d1f7
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 23"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 23
+
+State House district 23 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/24.md b/data/jurisdictions/us/states/ca/districts/house/24.md
new file mode 100644
index 0000000000..6403d86563
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 24"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 24
+
+State House district 24 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/25.md b/data/jurisdictions/us/states/ca/districts/house/25.md
new file mode 100644
index 0000000000..1bd6d17b7a
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 25"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 25
+
+State House district 25 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/26.md b/data/jurisdictions/us/states/ca/districts/house/26.md
new file mode 100644
index 0000000000..50df9ffd88
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 26"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 26
+
+State House district 26 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/27.md b/data/jurisdictions/us/states/ca/districts/house/27.md
new file mode 100644
index 0000000000..c821a72064
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 27"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 27
+
+State House district 27 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/28.md b/data/jurisdictions/us/states/ca/districts/house/28.md
new file mode 100644
index 0000000000..b5bfb34d42
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 28"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 28
+
+State House district 28 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/29.md b/data/jurisdictions/us/states/ca/districts/house/29.md
new file mode 100644
index 0000000000..bfd0ff5d91
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 29"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 29
+
+State House district 29 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/3.md b/data/jurisdictions/us/states/ca/districts/house/3.md
new file mode 100644
index 0000000000..88581beeb7
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 3"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 3
+
+State House district 3 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/30.md b/data/jurisdictions/us/states/ca/districts/house/30.md
new file mode 100644
index 0000000000..4c575b2afc
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 30"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 30
+
+State House district 30 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/31.md b/data/jurisdictions/us/states/ca/districts/house/31.md
new file mode 100644
index 0000000000..ada330a46c
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 31"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 31
+
+State House district 31 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/32.md b/data/jurisdictions/us/states/ca/districts/house/32.md
new file mode 100644
index 0000000000..b7e39ecec4
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 32"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 32
+
+State House district 32 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/33.md b/data/jurisdictions/us/states/ca/districts/house/33.md
new file mode 100644
index 0000000000..4271853e8b
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 33"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 33
+
+State House district 33 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/34.md b/data/jurisdictions/us/states/ca/districts/house/34.md
new file mode 100644
index 0000000000..01ebdcf7a9
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 34"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 34
+
+State House district 34 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/35.md b/data/jurisdictions/us/states/ca/districts/house/35.md
new file mode 100644
index 0000000000..4b53bb1392
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 35"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 35
+
+State House district 35 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/36.md b/data/jurisdictions/us/states/ca/districts/house/36.md
new file mode 100644
index 0000000000..b0cbc87f88
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 36"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 36
+
+State House district 36 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/37.md b/data/jurisdictions/us/states/ca/districts/house/37.md
new file mode 100644
index 0000000000..2912d436b3
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 37"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 37
+
+State House district 37 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/38.md b/data/jurisdictions/us/states/ca/districts/house/38.md
new file mode 100644
index 0000000000..c1e6f07b03
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 38"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 38
+
+State House district 38 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/39.md b/data/jurisdictions/us/states/ca/districts/house/39.md
new file mode 100644
index 0000000000..c9c79a274c
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 39"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 39
+
+State House district 39 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/4.md b/data/jurisdictions/us/states/ca/districts/house/4.md
new file mode 100644
index 0000000000..11d329a5dd
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 4"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 4
+
+State House district 4 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/40.md b/data/jurisdictions/us/states/ca/districts/house/40.md
new file mode 100644
index 0000000000..5a3387b0d1
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 40"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 40
+
+State House district 40 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/41.md b/data/jurisdictions/us/states/ca/districts/house/41.md
new file mode 100644
index 0000000000..5fa86f0482
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 41"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 41
+
+State House district 41 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/42.md b/data/jurisdictions/us/states/ca/districts/house/42.md
new file mode 100644
index 0000000000..74c400065a
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 42"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 42
+
+State House district 42 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/43.md b/data/jurisdictions/us/states/ca/districts/house/43.md
new file mode 100644
index 0000000000..e2c4e47041
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 43"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 43
+
+State House district 43 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/44.md b/data/jurisdictions/us/states/ca/districts/house/44.md
new file mode 100644
index 0000000000..6a0e2479b4
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 44"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 44
+
+State House district 44 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/45.md b/data/jurisdictions/us/states/ca/districts/house/45.md
new file mode 100644
index 0000000000..2e57053f15
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 45"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 45
+
+State House district 45 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/46.md b/data/jurisdictions/us/states/ca/districts/house/46.md
new file mode 100644
index 0000000000..22f67bbfce
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 46"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 46
+
+State House district 46 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/47.md b/data/jurisdictions/us/states/ca/districts/house/47.md
new file mode 100644
index 0000000000..850d819fbd
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 47"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 47
+
+State House district 47 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/48.md b/data/jurisdictions/us/states/ca/districts/house/48.md
new file mode 100644
index 0000000000..05bd97b837
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 48"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 48
+
+State House district 48 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/49.md b/data/jurisdictions/us/states/ca/districts/house/49.md
new file mode 100644
index 0000000000..ceecb952f9
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 49"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 49
+
+State House district 49 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/5.md b/data/jurisdictions/us/states/ca/districts/house/5.md
new file mode 100644
index 0000000000..ddc8e888fc
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 5"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 5
+
+State House district 5 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/50.md b/data/jurisdictions/us/states/ca/districts/house/50.md
new file mode 100644
index 0000000000..82141ea782
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 50"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 50
+
+State House district 50 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/51.md b/data/jurisdictions/us/states/ca/districts/house/51.md
new file mode 100644
index 0000000000..af9c4eb7a8
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 51"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 51
+
+State House district 51 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/52.md b/data/jurisdictions/us/states/ca/districts/house/52.md
new file mode 100644
index 0000000000..5d38120899
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 52"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 52
+
+State House district 52 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/53.md b/data/jurisdictions/us/states/ca/districts/house/53.md
new file mode 100644
index 0000000000..98d4401b72
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 53"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 53
+
+State House district 53 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/54.md b/data/jurisdictions/us/states/ca/districts/house/54.md
new file mode 100644
index 0000000000..c8e5aafa12
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 54"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 54
+
+State House district 54 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/55.md b/data/jurisdictions/us/states/ca/districts/house/55.md
new file mode 100644
index 0000000000..0711dbb427
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 55"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 55
+
+State House district 55 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/56.md b/data/jurisdictions/us/states/ca/districts/house/56.md
new file mode 100644
index 0000000000..f818b6a57b
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 56"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 56
+
+State House district 56 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/57.md b/data/jurisdictions/us/states/ca/districts/house/57.md
new file mode 100644
index 0000000000..a460fd4b8b
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 57"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 57
+
+State House district 57 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/58.md b/data/jurisdictions/us/states/ca/districts/house/58.md
new file mode 100644
index 0000000000..ab33fb8203
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 58"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 58
+
+State House district 58 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/59.md b/data/jurisdictions/us/states/ca/districts/house/59.md
new file mode 100644
index 0000000000..0d4b351f5d
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 59"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 59
+
+State House district 59 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/6.md b/data/jurisdictions/us/states/ca/districts/house/6.md
new file mode 100644
index 0000000000..a75b5a7039
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 6"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 6
+
+State House district 6 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/60.md b/data/jurisdictions/us/states/ca/districts/house/60.md
new file mode 100644
index 0000000000..648b327233
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 60"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 60
+
+State House district 60 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/61.md b/data/jurisdictions/us/states/ca/districts/house/61.md
new file mode 100644
index 0000000000..31a9e70644
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 61"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 61
+
+State House district 61 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/62.md b/data/jurisdictions/us/states/ca/districts/house/62.md
new file mode 100644
index 0000000000..411a42c411
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 62"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 62
+
+State House district 62 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/63.md b/data/jurisdictions/us/states/ca/districts/house/63.md
new file mode 100644
index 0000000000..79e5b81b89
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 63"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 63
+
+State House district 63 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/64.md b/data/jurisdictions/us/states/ca/districts/house/64.md
new file mode 100644
index 0000000000..b4c2062785
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 64"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 64
+
+State House district 64 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/65.md b/data/jurisdictions/us/states/ca/districts/house/65.md
new file mode 100644
index 0000000000..8b990db30c
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 65"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 65
+
+State House district 65 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/66.md b/data/jurisdictions/us/states/ca/districts/house/66.md
new file mode 100644
index 0000000000..c45ea6207f
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 66"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 66
+
+State House district 66 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/67.md b/data/jurisdictions/us/states/ca/districts/house/67.md
new file mode 100644
index 0000000000..8c5eba4f86
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 67"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 67
+
+State House district 67 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/68.md b/data/jurisdictions/us/states/ca/districts/house/68.md
new file mode 100644
index 0000000000..bd4c6788f7
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 68"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 68
+
+State House district 68 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/69.md b/data/jurisdictions/us/states/ca/districts/house/69.md
new file mode 100644
index 0000000000..ef26d0292d
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 69"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 69
+
+State House district 69 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/7.md b/data/jurisdictions/us/states/ca/districts/house/7.md
new file mode 100644
index 0000000000..5df9fa0060
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 7"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 7
+
+State House district 7 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/70.md b/data/jurisdictions/us/states/ca/districts/house/70.md
new file mode 100644
index 0000000000..f8681a055f
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 70"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 70
+
+State House district 70 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/71.md b/data/jurisdictions/us/states/ca/districts/house/71.md
new file mode 100644
index 0000000000..39d673c09e
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 71"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 71
+
+State House district 71 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/72.md b/data/jurisdictions/us/states/ca/districts/house/72.md
new file mode 100644
index 0000000000..b746399961
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 72"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 72
+
+State House district 72 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/73.md b/data/jurisdictions/us/states/ca/districts/house/73.md
new file mode 100644
index 0000000000..7d03fe9598
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 73"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 73
+
+State House district 73 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/74.md b/data/jurisdictions/us/states/ca/districts/house/74.md
new file mode 100644
index 0000000000..dee286d008
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 74"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 74
+
+State House district 74 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/75.md b/data/jurisdictions/us/states/ca/districts/house/75.md
new file mode 100644
index 0000000000..6aa577afe2
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 75"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 75
+
+State House district 75 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/76.md b/data/jurisdictions/us/states/ca/districts/house/76.md
new file mode 100644
index 0000000000..5ea1669cfa
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 76"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 76
+
+State House district 76 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/77.md b/data/jurisdictions/us/states/ca/districts/house/77.md
new file mode 100644
index 0000000000..fc118b853a
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 77"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 77
+
+State House district 77 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/78.md b/data/jurisdictions/us/states/ca/districts/house/78.md
new file mode 100644
index 0000000000..47c68693b9
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 78"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 78
+
+State House district 78 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/79.md b/data/jurisdictions/us/states/ca/districts/house/79.md
new file mode 100644
index 0000000000..8ae701d33b
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 79"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 79
+
+State House district 79 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/8.md b/data/jurisdictions/us/states/ca/districts/house/8.md
new file mode 100644
index 0000000000..5c4f477e95
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 8"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 8
+
+State House district 8 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/80.md b/data/jurisdictions/us/states/ca/districts/house/80.md
new file mode 100644
index 0000000000..8c50a3da74
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 80"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 80
+
+State House district 80 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/house/9.md b/data/jurisdictions/us/states/ca/districts/house/9.md
new file mode 100644
index 0000000000..28eba954a2
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA House District 9"
+classification: state-house-district
+state: "CA"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA House District 9
+
+State House district 9 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/1.md b/data/jurisdictions/us/states/ca/districts/senate/1.md
new file mode 100644
index 0000000000..75c29697f0
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 1"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 1
+
+State Senate district 1 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/10.md b/data/jurisdictions/us/states/ca/districts/senate/10.md
new file mode 100644
index 0000000000..920b7e0ee0
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 10"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 10
+
+State Senate district 10 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/11.md b/data/jurisdictions/us/states/ca/districts/senate/11.md
new file mode 100644
index 0000000000..8addac4111
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 11"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 11
+
+State Senate district 11 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/12.md b/data/jurisdictions/us/states/ca/districts/senate/12.md
new file mode 100644
index 0000000000..113b259e62
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 12"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 12
+
+State Senate district 12 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/13.md b/data/jurisdictions/us/states/ca/districts/senate/13.md
new file mode 100644
index 0000000000..2a22ad5101
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 13"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 13
+
+State Senate district 13 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/14.md b/data/jurisdictions/us/states/ca/districts/senate/14.md
new file mode 100644
index 0000000000..8b2371629e
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 14"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 14
+
+State Senate district 14 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/15.md b/data/jurisdictions/us/states/ca/districts/senate/15.md
new file mode 100644
index 0000000000..d0c276811e
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 15"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 15
+
+State Senate district 15 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/16.md b/data/jurisdictions/us/states/ca/districts/senate/16.md
new file mode 100644
index 0000000000..15a3dae3ea
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 16"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 16
+
+State Senate district 16 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/17.md b/data/jurisdictions/us/states/ca/districts/senate/17.md
new file mode 100644
index 0000000000..387df1657e
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 17"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 17
+
+State Senate district 17 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/18.md b/data/jurisdictions/us/states/ca/districts/senate/18.md
new file mode 100644
index 0000000000..a93fb7c6ee
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 18"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 18
+
+State Senate district 18 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/19.md b/data/jurisdictions/us/states/ca/districts/senate/19.md
new file mode 100644
index 0000000000..9af211c4b5
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 19"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 19
+
+State Senate district 19 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/2.md b/data/jurisdictions/us/states/ca/districts/senate/2.md
new file mode 100644
index 0000000000..174f0d9cdc
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 2"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 2
+
+State Senate district 2 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/20.md b/data/jurisdictions/us/states/ca/districts/senate/20.md
new file mode 100644
index 0000000000..cfeead87eb
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 20"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 20
+
+State Senate district 20 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/21.md b/data/jurisdictions/us/states/ca/districts/senate/21.md
new file mode 100644
index 0000000000..e1a639c895
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 21"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 21
+
+State Senate district 21 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/22.md b/data/jurisdictions/us/states/ca/districts/senate/22.md
new file mode 100644
index 0000000000..da0b76b0bd
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 22"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 22
+
+State Senate district 22 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/23.md b/data/jurisdictions/us/states/ca/districts/senate/23.md
new file mode 100644
index 0000000000..38dcf36826
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 23"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 23
+
+State Senate district 23 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/24.md b/data/jurisdictions/us/states/ca/districts/senate/24.md
new file mode 100644
index 0000000000..3b33cf0547
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 24"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 24
+
+State Senate district 24 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/25.md b/data/jurisdictions/us/states/ca/districts/senate/25.md
new file mode 100644
index 0000000000..80accf323b
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 25"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 25
+
+State Senate district 25 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/26.md b/data/jurisdictions/us/states/ca/districts/senate/26.md
new file mode 100644
index 0000000000..9e2e0a6b80
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 26"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 26
+
+State Senate district 26 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/27.md b/data/jurisdictions/us/states/ca/districts/senate/27.md
new file mode 100644
index 0000000000..f27f59d1fa
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 27"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 27
+
+State Senate district 27 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/28.md b/data/jurisdictions/us/states/ca/districts/senate/28.md
new file mode 100644
index 0000000000..9eef817b8a
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 28"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 28
+
+State Senate district 28 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/29.md b/data/jurisdictions/us/states/ca/districts/senate/29.md
new file mode 100644
index 0000000000..f804643499
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 29"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 29
+
+State Senate district 29 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/3.md b/data/jurisdictions/us/states/ca/districts/senate/3.md
new file mode 100644
index 0000000000..b9c73f2577
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 3"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 3
+
+State Senate district 3 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/30.md b/data/jurisdictions/us/states/ca/districts/senate/30.md
new file mode 100644
index 0000000000..ab058035eb
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 30"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 30
+
+State Senate district 30 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/31.md b/data/jurisdictions/us/states/ca/districts/senate/31.md
new file mode 100644
index 0000000000..a052d40820
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 31"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 31
+
+State Senate district 31 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/32.md b/data/jurisdictions/us/states/ca/districts/senate/32.md
new file mode 100644
index 0000000000..e8be695ce0
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 32"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 32
+
+State Senate district 32 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/33.md b/data/jurisdictions/us/states/ca/districts/senate/33.md
new file mode 100644
index 0000000000..235b1eabe3
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 33"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 33
+
+State Senate district 33 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/34.md b/data/jurisdictions/us/states/ca/districts/senate/34.md
new file mode 100644
index 0000000000..5afaf0612c
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 34"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 34
+
+State Senate district 34 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/35.md b/data/jurisdictions/us/states/ca/districts/senate/35.md
new file mode 100644
index 0000000000..1c7ab2c71a
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 35"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 35
+
+State Senate district 35 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/36.md b/data/jurisdictions/us/states/ca/districts/senate/36.md
new file mode 100644
index 0000000000..9aa1c0078c
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 36"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 36
+
+State Senate district 36 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/37.md b/data/jurisdictions/us/states/ca/districts/senate/37.md
new file mode 100644
index 0000000000..e55985a06b
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 37"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 37
+
+State Senate district 37 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/38.md b/data/jurisdictions/us/states/ca/districts/senate/38.md
new file mode 100644
index 0000000000..9655e740ae
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 38"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 38
+
+State Senate district 38 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/39.md b/data/jurisdictions/us/states/ca/districts/senate/39.md
new file mode 100644
index 0000000000..24986b7ae8
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 39"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 39
+
+State Senate district 39 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/4.md b/data/jurisdictions/us/states/ca/districts/senate/4.md
new file mode 100644
index 0000000000..7f05185e66
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 4"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 4
+
+State Senate district 4 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/40.md b/data/jurisdictions/us/states/ca/districts/senate/40.md
new file mode 100644
index 0000000000..812800e61c
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 40"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 40
+
+State Senate district 40 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/5.md b/data/jurisdictions/us/states/ca/districts/senate/5.md
new file mode 100644
index 0000000000..e71b0b02d3
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 5"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 5
+
+State Senate district 5 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/6.md b/data/jurisdictions/us/states/ca/districts/senate/6.md
new file mode 100644
index 0000000000..38d34c25cb
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 6"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 6
+
+State Senate district 6 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/7.md b/data/jurisdictions/us/states/ca/districts/senate/7.md
new file mode 100644
index 0000000000..abaca186ba
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 7"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 7
+
+State Senate district 7 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/8.md b/data/jurisdictions/us/states/ca/districts/senate/8.md
new file mode 100644
index 0000000000..93ef6da55d
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 8"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 8
+
+State Senate district 8 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/districts/senate/9.md b/data/jurisdictions/us/states/ca/districts/senate/9.md
new file mode 100644
index 0000000000..286df75241
--- /dev/null
+++ b/data/jurisdictions/us/states/ca/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CA Senate District 9"
+classification: state-senate-district
+state: "CA"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ca]
+timestamp: "2026-07-03"
+---
+
+# CA Senate District 9
+
+State Senate district 9 (CA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ca/people/aisha-wahab.md b/data/jurisdictions/us/states/ca/people/aisha-wahab.md
index 57031958f8..8f9ad332c6 100644
--- a/data/jurisdictions/us/states/ca/people/aisha-wahab.md
+++ b/data/jurisdictions/us/states/ca/people/aisha-wahab.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 10"
+represents: "us/states/ca/districts/senate/10"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 10 (CA State Senate District 10).
 
+Represents [CA State Senate District 10](/us/states/ca/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/akilah-weber-pierson.md b/data/jurisdictions/us/states/ca/people/akilah-weber-pierson.md
index edfe453596..6146b1f8c3 100644
--- a/data/jurisdictions/us/states/ca/people/akilah-weber-pierson.md
+++ b/data/jurisdictions/us/states/ca/people/akilah-weber-pierson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 39"
+represents: "us/states/ca/districts/senate/39"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 39 (CA State Senate District 39).
 
+Represents [CA State Senate District 39](/us/states/ca/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/al-muratsuchi.md b/data/jurisdictions/us/states/ca/people/al-muratsuchi.md
index 3d536260b6..4b25be854d 100644
--- a/data/jurisdictions/us/states/ca/people/al-muratsuchi.md
+++ b/data/jurisdictions/us/states/ca/people/al-muratsuchi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 66"
+represents: "us/states/ca/districts/house/66"
 tenure:
   start: "2016-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 66 (CA State House of Representatives District 66).
 
+Represents [CA State House of Representatives District 66](/us/states/ca/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/alex-lee.md b/data/jurisdictions/us/states/ca/people/alex-lee.md
index 74520eae0d..95e7889b4b 100644
--- a/data/jurisdictions/us/states/ca/people/alex-lee.md
+++ b/data/jurisdictions/us/states/ca/people/alex-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 24"
+represents: "us/states/ca/districts/house/24"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 24 (CA State House of Representatives District 24).
 
+Represents [CA State House of Representatives District 24](/us/states/ca/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/ali-macedo.md b/data/jurisdictions/us/states/ca/people/ali-macedo.md
index e40baef2a1..c4e7babb9c 100644
--- a/data/jurisdictions/us/states/ca/people/ali-macedo.md
+++ b/data/jurisdictions/us/states/ca/people/ali-macedo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 33"
+represents: "us/states/ca/districts/house/33"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 33 (CA State House of Representatives District 33).
 
+Represents [CA State House of Representatives District 33](/us/states/ca/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/anamarie-avila-farias.md b/data/jurisdictions/us/states/ca/people/anamarie-avila-farias.md
index 84b58296d5..d4fd81c200 100644
--- a/data/jurisdictions/us/states/ca/people/anamarie-avila-farias.md
+++ b/data/jurisdictions/us/states/ca/people/anamarie-avila-farias.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 15"
+represents: "us/states/ca/districts/house/15"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 15 (CA State House of Representatives District 15).
 
+Represents [CA State House of Representatives District 15](/us/states/ca/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/angelique-ashby.md b/data/jurisdictions/us/states/ca/people/angelique-ashby.md
index 4f373f3bee..fb720480ff 100644
--- a/data/jurisdictions/us/states/ca/people/angelique-ashby.md
+++ b/data/jurisdictions/us/states/ca/people/angelique-ashby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 8"
+represents: "us/states/ca/districts/senate/8"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 8 (CA State Senate District 8).
 
+Represents [CA State Senate District 8](/us/states/ca/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/anna-caballero.md b/data/jurisdictions/us/states/ca/people/anna-caballero.md
index f8aa6e0c30..77369f6b59 100644
--- a/data/jurisdictions/us/states/ca/people/anna-caballero.md
+++ b/data/jurisdictions/us/states/ca/people/anna-caballero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 14"
+represents: "us/states/ca/districts/senate/14"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 14 (CA State Senate District 14).
 
+Represents [CA State Senate District 14](/us/states/ca/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/ash-kalra.md b/data/jurisdictions/us/states/ca/people/ash-kalra.md
index 4ecb833a1a..1b73eca4d3 100644
--- a/data/jurisdictions/us/states/ca/people/ash-kalra.md
+++ b/data/jurisdictions/us/states/ca/people/ash-kalra.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 25"
+represents: "us/states/ca/districts/house/25"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 25 (CA State House of Representatives District 25).
 
+Represents [CA State House of Representatives District 25](/us/states/ca/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/avelino-valencia.md b/data/jurisdictions/us/states/ca/people/avelino-valencia.md
index 33e778cf9a..6e57f69e07 100644
--- a/data/jurisdictions/us/states/ca/people/avelino-valencia.md
+++ b/data/jurisdictions/us/states/ca/people/avelino-valencia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 68"
+represents: "us/states/ca/districts/house/68"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 68 (CA State House of Representatives District 68).
 
+Represents [CA State House of Representatives District 68](/us/states/ca/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/ben-allen.md b/data/jurisdictions/us/states/ca/people/ben-allen.md
index ea98358677..4f5f2e7a23 100644
--- a/data/jurisdictions/us/states/ca/people/ben-allen.md
+++ b/data/jurisdictions/us/states/ca/people/ben-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 24"
+represents: "us/states/ca/districts/senate/24"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 24 (CA State Senate District 24).
 
+Represents [CA State Senate District 24](/us/states/ca/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/blanca-pacheco.md b/data/jurisdictions/us/states/ca/people/blanca-pacheco.md
index 75bf4bef49..20de897603 100644
--- a/data/jurisdictions/us/states/ca/people/blanca-pacheco.md
+++ b/data/jurisdictions/us/states/ca/people/blanca-pacheco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 64"
+represents: "us/states/ca/districts/house/64"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 64 (CA State House of Representatives District 64).
 
+Represents [CA State House of Representatives District 64](/us/states/ca/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/blanca-rubio.md b/data/jurisdictions/us/states/ca/people/blanca-rubio.md
index 2af86bcbd9..5b1a965c2c 100644
--- a/data/jurisdictions/us/states/ca/people/blanca-rubio.md
+++ b/data/jurisdictions/us/states/ca/people/blanca-rubio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 48"
+represents: "us/states/ca/districts/house/48"
 tenure:
   start: "2016-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 48 (CA State House of Representatives District 48).
 
+Represents [CA State House of Representatives District 48](/us/states/ca/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/bob-archuleta.md b/data/jurisdictions/us/states/ca/people/bob-archuleta.md
index 907580da46..fd12e5c1b6 100644
--- a/data/jurisdictions/us/states/ca/people/bob-archuleta.md
+++ b/data/jurisdictions/us/states/ca/people/bob-archuleta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 30"
+represents: "us/states/ca/districts/senate/30"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 30 (CA State Senate District 30).
 
+Represents [CA State Senate District 30](/us/states/ca/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/brian-jones.md b/data/jurisdictions/us/states/ca/people/brian-jones.md
index 5be302b6d3..46c3e74c1c 100644
--- a/data/jurisdictions/us/states/ca/people/brian-jones.md
+++ b/data/jurisdictions/us/states/ca/people/brian-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 40"
+represents: "us/states/ca/districts/senate/40"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 40 (CA State Senate District 40).
 
+Represents [CA State Senate District 40](/us/states/ca/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/buffy-wicks.md b/data/jurisdictions/us/states/ca/people/buffy-wicks.md
index bfc8f03464..8f9ebca5f0 100644
--- a/data/jurisdictions/us/states/ca/people/buffy-wicks.md
+++ b/data/jurisdictions/us/states/ca/people/buffy-wicks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 14"
+represents: "us/states/ca/districts/house/14"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 14 (CA State House of Representatives District 14).
 
+Represents [CA State House of Representatives District 14](/us/states/ca/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/carl-demaio.md b/data/jurisdictions/us/states/ca/people/carl-demaio.md
index e0ff80d3b7..b393a51ac9 100644
--- a/data/jurisdictions/us/states/ca/people/carl-demaio.md
+++ b/data/jurisdictions/us/states/ca/people/carl-demaio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 75"
+represents: "us/states/ca/districts/house/75"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 75 (CA State House of Representatives District 75).
 
+Represents [CA State House of Representatives District 75](/us/states/ca/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/caroline-menjivar.md b/data/jurisdictions/us/states/ca/people/caroline-menjivar.md
index 4cb6666cf7..346ab3fc49 100644
--- a/data/jurisdictions/us/states/ca/people/caroline-menjivar.md
+++ b/data/jurisdictions/us/states/ca/people/caroline-menjivar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 20"
+represents: "us/states/ca/districts/senate/20"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 20 (CA State Senate District 20).
 
+Represents [CA State Senate District 20](/us/states/ca/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/catherine-blakespear.md b/data/jurisdictions/us/states/ca/people/catherine-blakespear.md
index 22ea28057c..52acc905ed 100644
--- a/data/jurisdictions/us/states/ca/people/catherine-blakespear.md
+++ b/data/jurisdictions/us/states/ca/people/catherine-blakespear.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 38"
+represents: "us/states/ca/districts/senate/38"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 38 (CA State Senate District 38).
 
+Represents [CA State Senate District 38](/us/states/ca/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/catherine-stefani.md b/data/jurisdictions/us/states/ca/people/catherine-stefani.md
index 2b461df143..1d700cca34 100644
--- a/data/jurisdictions/us/states/ca/people/catherine-stefani.md
+++ b/data/jurisdictions/us/states/ca/people/catherine-stefani.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 19"
+represents: "us/states/ca/districts/house/19"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 19 (CA State House of Representatives District 19).
 
+Represents [CA State House of Representatives District 19](/us/states/ca/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/cecilia-aguiar-curry.md b/data/jurisdictions/us/states/ca/people/cecilia-aguiar-curry.md
index afca22157b..df50df722e 100644
--- a/data/jurisdictions/us/states/ca/people/cecilia-aguiar-curry.md
+++ b/data/jurisdictions/us/states/ca/people/cecilia-aguiar-curry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 4"
+represents: "us/states/ca/districts/house/4"
 tenure:
   start: "2016-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 4 (CA State House of Representatives District 4).
 
+Represents [CA State House of Representatives District 4](/us/states/ca/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/celeste-rodriguez.md b/data/jurisdictions/us/states/ca/people/celeste-rodriguez.md
index e88c272521..2db50aa8f4 100644
--- a/data/jurisdictions/us/states/ca/people/celeste-rodriguez.md
+++ b/data/jurisdictions/us/states/ca/people/celeste-rodriguez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 43"
+represents: "us/states/ca/districts/house/43"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 43 (CA State House of Representatives District 43).
 
+Represents [CA State House of Representatives District 43](/us/states/ca/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/chris-rogers.md b/data/jurisdictions/us/states/ca/people/chris-rogers.md
index c0654f2215..2033892fdc 100644
--- a/data/jurisdictions/us/states/ca/people/chris-rogers.md
+++ b/data/jurisdictions/us/states/ca/people/chris-rogers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 2"
+represents: "us/states/ca/districts/house/2"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 2 (CA State House of Representatives District 2).
 
+Represents [CA State House of Representatives District 2](/us/states/ca/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/chris-ward.md b/data/jurisdictions/us/states/ca/people/chris-ward.md
index 8c881069e5..1dfe8d96d9 100644
--- a/data/jurisdictions/us/states/ca/people/chris-ward.md
+++ b/data/jurisdictions/us/states/ca/people/chris-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 78"
+represents: "us/states/ca/districts/house/78"
 tenure:
   start: "2020-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 78 (CA State House of Representatives District 78).
 
+Represents [CA State House of Representatives District 78](/us/states/ca/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/christopher-cabaldon.md b/data/jurisdictions/us/states/ca/people/christopher-cabaldon.md
index 066d065b93..56609808bf 100644
--- a/data/jurisdictions/us/states/ca/people/christopher-cabaldon.md
+++ b/data/jurisdictions/us/states/ca/people/christopher-cabaldon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 3"
+represents: "us/states/ca/districts/senate/3"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 3 (CA State Senate District 3).
 
+Represents [CA State Senate District 3](/us/states/ca/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/corey-jackson.md b/data/jurisdictions/us/states/ca/people/corey-jackson.md
index a32b05967a..0301bc08ca 100644
--- a/data/jurisdictions/us/states/ca/people/corey-jackson.md
+++ b/data/jurisdictions/us/states/ca/people/corey-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 60"
+represents: "us/states/ca/districts/house/60"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 60 (CA State House of Representatives District 60).
 
+Represents [CA State House of Representatives District 60](/us/states/ca/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/cottie-petrie-norris.md b/data/jurisdictions/us/states/ca/people/cottie-petrie-norris.md
index aadd0e5503..5e8a773e18 100644
--- a/data/jurisdictions/us/states/ca/people/cottie-petrie-norris.md
+++ b/data/jurisdictions/us/states/ca/people/cottie-petrie-norris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 73"
+represents: "us/states/ca/districts/house/73"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 73 (CA State House of Representatives District 73).
 
+Represents [CA State House of Representatives District 73](/us/states/ca/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/damon-connolly.md b/data/jurisdictions/us/states/ca/people/damon-connolly.md
index ee24534ebd..ccf20a00a2 100644
--- a/data/jurisdictions/us/states/ca/people/damon-connolly.md
+++ b/data/jurisdictions/us/states/ca/people/damon-connolly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 12"
+represents: "us/states/ca/districts/house/12"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 12 (CA State House of Representatives District 12).
 
+Represents [CA State House of Representatives District 12](/us/states/ca/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/darsh-patel.md b/data/jurisdictions/us/states/ca/people/darsh-patel.md
index fdd85141a4..3008e1ba2b 100644
--- a/data/jurisdictions/us/states/ca/people/darsh-patel.md
+++ b/data/jurisdictions/us/states/ca/people/darsh-patel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 76"
+represents: "us/states/ca/districts/house/76"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 76 (CA State House of Representatives District 76).
 
+Represents [CA State House of Representatives District 76](/us/states/ca/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/dave-cortese.md b/data/jurisdictions/us/states/ca/people/dave-cortese.md
index f4de9a549a..afec648e45 100644
--- a/data/jurisdictions/us/states/ca/people/dave-cortese.md
+++ b/data/jurisdictions/us/states/ca/people/dave-cortese.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 15"
+represents: "us/states/ca/districts/senate/15"
 tenure:
   start: "2020-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 15 (CA State Senate District 15).
 
+Represents [CA State Senate District 15](/us/states/ca/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/david-alvarez.md b/data/jurisdictions/us/states/ca/people/david-alvarez.md
index 64b6766d7a..057664ca4f 100644
--- a/data/jurisdictions/us/states/ca/people/david-alvarez.md
+++ b/data/jurisdictions/us/states/ca/people/david-alvarez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 80"
+represents: "us/states/ca/districts/house/80"
 tenure:
   start: "2022-06-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 80 (CA State House of Representatives District 80).
 
+Represents [CA State House of Representatives District 80](/us/states/ca/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/david-tangipa.md b/data/jurisdictions/us/states/ca/people/david-tangipa.md
index 4eaa7b8c3b..4582637453 100644
--- a/data/jurisdictions/us/states/ca/people/david-tangipa.md
+++ b/data/jurisdictions/us/states/ca/people/david-tangipa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 8"
+represents: "us/states/ca/districts/house/8"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 8 (CA State House of Representatives District 8).
 
+Represents [CA State House of Representatives District 8](/us/states/ca/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/dawn-addis.md b/data/jurisdictions/us/states/ca/people/dawn-addis.md
index d6c645eb6c..95102c720c 100644
--- a/data/jurisdictions/us/states/ca/people/dawn-addis.md
+++ b/data/jurisdictions/us/states/ca/people/dawn-addis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 30"
+represents: "us/states/ca/districts/house/30"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 30 (CA State House of Representatives District 30).
 
+Represents [CA State House of Representatives District 30](/us/states/ca/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/diane-dixon.md b/data/jurisdictions/us/states/ca/people/diane-dixon.md
index 37fb645597..d02723bce8 100644
--- a/data/jurisdictions/us/states/ca/people/diane-dixon.md
+++ b/data/jurisdictions/us/states/ca/people/diane-dixon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 72"
+represents: "us/states/ca/districts/house/72"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 72 (CA State House of Representatives District 72).
 
+Represents [CA State House of Representatives District 72](/us/states/ca/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/diane-papan.md b/data/jurisdictions/us/states/ca/people/diane-papan.md
index 5bf5a60535..d16c33c140 100644
--- a/data/jurisdictions/us/states/ca/people/diane-papan.md
+++ b/data/jurisdictions/us/states/ca/people/diane-papan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 21"
+represents: "us/states/ca/districts/house/21"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 21 (CA State House of Representatives District 21).
 
+Represents [CA State House of Representatives District 21](/us/states/ca/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/eloise-reyes.md b/data/jurisdictions/us/states/ca/people/eloise-reyes.md
index 7670043e91..dddba7e331 100644
--- a/data/jurisdictions/us/states/ca/people/eloise-reyes.md
+++ b/data/jurisdictions/us/states/ca/people/eloise-reyes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 29"
+represents: "us/states/ca/districts/senate/29"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 29 (CA State Senate District 29).
 
+Represents [CA State Senate District 29](/us/states/ca/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/esmeralda-soria.md b/data/jurisdictions/us/states/ca/people/esmeralda-soria.md
index 3b6beaef74..12d221b52e 100644
--- a/data/jurisdictions/us/states/ca/people/esmeralda-soria.md
+++ b/data/jurisdictions/us/states/ca/people/esmeralda-soria.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 27"
+represents: "us/states/ca/districts/house/27"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 27 (CA State House of Representatives District 27).
 
+Represents [CA State House of Representatives District 27](/us/states/ca/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/gail-pellerin.md b/data/jurisdictions/us/states/ca/people/gail-pellerin.md
index b29cc2e381..eb11df0ac0 100644
--- a/data/jurisdictions/us/states/ca/people/gail-pellerin.md
+++ b/data/jurisdictions/us/states/ca/people/gail-pellerin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 28"
+represents: "us/states/ca/districts/house/28"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 28 (CA State House of Representatives District 28).
 
+Represents [CA State House of Representatives District 28](/us/states/ca/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/greg-wallis.md b/data/jurisdictions/us/states/ca/people/greg-wallis.md
index 0db70d8ec2..50fbba4cda 100644
--- a/data/jurisdictions/us/states/ca/people/greg-wallis.md
+++ b/data/jurisdictions/us/states/ca/people/greg-wallis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 47"
+represents: "us/states/ca/districts/house/47"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 47 (CA State House of Representatives District 47).
 
+Represents [CA State House of Representatives District 47](/us/states/ca/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/gregg-hart.md b/data/jurisdictions/us/states/ca/people/gregg-hart.md
index 18c9a5aa8e..a714585fe0 100644
--- a/data/jurisdictions/us/states/ca/people/gregg-hart.md
+++ b/data/jurisdictions/us/states/ca/people/gregg-hart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 37"
+represents: "us/states/ca/districts/house/37"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 37 (CA State House of Representatives District 37).
 
+Represents [CA State House of Representatives District 37](/us/states/ca/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/heath-flora.md b/data/jurisdictions/us/states/ca/people/heath-flora.md
index f0c546ca0e..68d5338db1 100644
--- a/data/jurisdictions/us/states/ca/people/heath-flora.md
+++ b/data/jurisdictions/us/states/ca/people/heath-flora.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 9"
+represents: "us/states/ca/districts/house/9"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 9 (CA State House of Representatives District 9).
 
+Represents [CA State House of Representatives District 9](/us/states/ca/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/heather-hadwick.md b/data/jurisdictions/us/states/ca/people/heather-hadwick.md
index fb6622c3ab..a997f880ca 100644
--- a/data/jurisdictions/us/states/ca/people/heather-hadwick.md
+++ b/data/jurisdictions/us/states/ca/people/heather-hadwick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 1"
+represents: "us/states/ca/districts/house/1"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 1 (CA State House of Representatives District 1).
 
+Represents [CA State House of Representatives District 1](/us/states/ca/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/henry-stern.md b/data/jurisdictions/us/states/ca/people/henry-stern.md
index 37b75163a0..70dd23ece5 100644
--- a/data/jurisdictions/us/states/ca/people/henry-stern.md
+++ b/data/jurisdictions/us/states/ca/people/henry-stern.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 27"
+represents: "us/states/ca/districts/senate/27"
 tenure:
   start: "2016-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 27 (CA State Senate District 27).
 
+Represents [CA State Senate District 27](/us/states/ca/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/isaac-bryan.md b/data/jurisdictions/us/states/ca/people/isaac-bryan.md
index 28f46c41f0..56973842b9 100644
--- a/data/jurisdictions/us/states/ca/people/isaac-bryan.md
+++ b/data/jurisdictions/us/states/ca/people/isaac-bryan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 55"
+represents: "us/states/ca/districts/house/55"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 55 (CA State House of Representatives District 55).
 
+Represents [CA State House of Representatives District 55](/us/states/ca/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/jacqui-irwin.md b/data/jurisdictions/us/states/ca/people/jacqui-irwin.md
index b9ee15db90..a49f73bdaf 100644
--- a/data/jurisdictions/us/states/ca/people/jacqui-irwin.md
+++ b/data/jurisdictions/us/states/ca/people/jacqui-irwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 42"
+represents: "us/states/ca/districts/house/42"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 42 (CA State House of Representatives District 42).
 
+Represents [CA State House of Representatives District 42](/us/states/ca/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/james-gallagher.md b/data/jurisdictions/us/states/ca/people/james-gallagher.md
index cb0f3f9d56..9a98a033cc 100644
--- a/data/jurisdictions/us/states/ca/people/james-gallagher.md
+++ b/data/jurisdictions/us/states/ca/people/james-gallagher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 3"
+represents: "us/states/ca/districts/house/3"
 tenure:
   start: "2014-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 3 (CA State House of Representatives District 3).
 
+Represents [CA State House of Representatives District 3](/us/states/ca/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/james-ramos.md b/data/jurisdictions/us/states/ca/people/james-ramos.md
index 509631ee0b..451be6d693 100644
--- a/data/jurisdictions/us/states/ca/people/james-ramos.md
+++ b/data/jurisdictions/us/states/ca/people/james-ramos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 45"
+represents: "us/states/ca/districts/house/45"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 45 (CA State House of Representatives District 45).
 
+Represents [CA State House of Representatives District 45](/us/states/ca/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/jasmeet-bains.md b/data/jurisdictions/us/states/ca/people/jasmeet-bains.md
index 26608bf52e..fa8d301006 100644
--- a/data/jurisdictions/us/states/ca/people/jasmeet-bains.md
+++ b/data/jurisdictions/us/states/ca/people/jasmeet-bains.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 35"
+represents: "us/states/ca/districts/house/35"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 35 (CA State House of Representatives District 35).
 
+Represents [CA State House of Representatives District 35](/us/states/ca/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/jeff-gonzalez.md b/data/jurisdictions/us/states/ca/people/jeff-gonzalez.md
index 69cd7fc7f6..277db9a30c 100644
--- a/data/jurisdictions/us/states/ca/people/jeff-gonzalez.md
+++ b/data/jurisdictions/us/states/ca/people/jeff-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 36"
+represents: "us/states/ca/districts/house/36"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 36 (CA State House of Representatives District 36).
 
+Represents [CA State House of Representatives District 36](/us/states/ca/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/jerry-mcnerney.md b/data/jurisdictions/us/states/ca/people/jerry-mcnerney.md
index a33f763b2b..f9ff224b0b 100644
--- a/data/jurisdictions/us/states/ca/people/jerry-mcnerney.md
+++ b/data/jurisdictions/us/states/ca/people/jerry-mcnerney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 5"
+represents: "us/states/ca/districts/senate/5"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 5 (CA State Senate District 5).
 
+Represents [CA State Senate District 5](/us/states/ca/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/jesse-arreguin.md b/data/jurisdictions/us/states/ca/people/jesse-arreguin.md
index 7b4f51efcc..58b78642c1 100644
--- a/data/jurisdictions/us/states/ca/people/jesse-arreguin.md
+++ b/data/jurisdictions/us/states/ca/people/jesse-arreguin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 7"
+represents: "us/states/ca/districts/senate/7"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 7 (CA State Senate District 7).
 
+Represents [CA State Senate District 7](/us/states/ca/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/jesse-gabriel.md b/data/jurisdictions/us/states/ca/people/jesse-gabriel.md
index dfa9be9344..10a7d32263 100644
--- a/data/jurisdictions/us/states/ca/people/jesse-gabriel.md
+++ b/data/jurisdictions/us/states/ca/people/jesse-gabriel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 46"
+represents: "us/states/ca/districts/house/46"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 46 (CA State House of Representatives District 46).
 
+Represents [CA State House of Representatives District 46](/us/states/ca/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/jessica-caloza.md b/data/jurisdictions/us/states/ca/people/jessica-caloza.md
index 4cf14eeadc..3753219cdc 100644
--- a/data/jurisdictions/us/states/ca/people/jessica-caloza.md
+++ b/data/jurisdictions/us/states/ca/people/jessica-caloza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 52"
+represents: "us/states/ca/districts/house/52"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 52 (CA State House of Representatives District 52).
 
+Represents [CA State House of Representatives District 52](/us/states/ca/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/joaquin-arambula.md b/data/jurisdictions/us/states/ca/people/joaquin-arambula.md
index 4bbc9ab3a2..6e24d50e21 100644
--- a/data/jurisdictions/us/states/ca/people/joaquin-arambula.md
+++ b/data/jurisdictions/us/states/ca/people/joaquin-arambula.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 31"
+represents: "us/states/ca/districts/house/31"
 tenure:
   start: "2016-04-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 31 (CA State House of Representatives District 31).
 
+Represents [CA State House of Representatives District 31](/us/states/ca/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/joe-patterson.md b/data/jurisdictions/us/states/ca/people/joe-patterson.md
index a2da11aa82..d57bfa40cd 100644
--- a/data/jurisdictions/us/states/ca/people/joe-patterson.md
+++ b/data/jurisdictions/us/states/ca/people/joe-patterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 5"
+represents: "us/states/ca/districts/house/5"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 5 (CA State House of Representatives District 5).
 
+Represents [CA State House of Representatives District 5](/us/states/ca/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/john-harabedian.md b/data/jurisdictions/us/states/ca/people/john-harabedian.md
index d98996bc91..f45581c9b8 100644
--- a/data/jurisdictions/us/states/ca/people/john-harabedian.md
+++ b/data/jurisdictions/us/states/ca/people/john-harabedian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 41"
+represents: "us/states/ca/districts/house/41"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 41 (CA State House of Representatives District 41).
 
+Represents [CA State House of Representatives District 41](/us/states/ca/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/john-laird.md b/data/jurisdictions/us/states/ca/people/john-laird.md
index c1cfceaa38..24d6df1eee 100644
--- a/data/jurisdictions/us/states/ca/people/john-laird.md
+++ b/data/jurisdictions/us/states/ca/people/john-laird.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 17"
+represents: "us/states/ca/districts/senate/17"
 tenure:
   start: "2020-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 17 (CA State Senate District 17).
 
+Represents [CA State Senate District 17](/us/states/ca/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/jose-solache.md b/data/jurisdictions/us/states/ca/people/jose-solache.md
index fd13f303df..7f724e3ba8 100644
--- a/data/jurisdictions/us/states/ca/people/jose-solache.md
+++ b/data/jurisdictions/us/states/ca/people/jose-solache.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 62"
+represents: "us/states/ca/districts/house/62"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 62 (CA State House of Representatives District 62).
 
+Represents [CA State House of Representatives District 62](/us/states/ca/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/josh-becker.md b/data/jurisdictions/us/states/ca/people/josh-becker.md
index fecadc119a..6294b5a6ca 100644
--- a/data/jurisdictions/us/states/ca/people/josh-becker.md
+++ b/data/jurisdictions/us/states/ca/people/josh-becker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 13"
+represents: "us/states/ca/districts/senate/13"
 tenure:
   start: "2020-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 13 (CA State Senate District 13).
 
+Represents [CA State Senate District 13](/us/states/ca/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/josh-lowenthal.md b/data/jurisdictions/us/states/ca/people/josh-lowenthal.md
index 922e86f3ac..3da3640a86 100644
--- a/data/jurisdictions/us/states/ca/people/josh-lowenthal.md
+++ b/data/jurisdictions/us/states/ca/people/josh-lowenthal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 69"
+represents: "us/states/ca/districts/house/69"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 69 (CA State House of Representatives District 69).
 
+Represents [CA State House of Representatives District 69](/us/states/ca/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/joshua-hoover.md b/data/jurisdictions/us/states/ca/people/joshua-hoover.md
index b5eab15e76..9ee756c5ba 100644
--- a/data/jurisdictions/us/states/ca/people/joshua-hoover.md
+++ b/data/jurisdictions/us/states/ca/people/joshua-hoover.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 7"
+represents: "us/states/ca/districts/house/7"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 7 (CA State House of Representatives District 7).
 
+Represents [CA State House of Representatives District 7](/us/states/ca/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/juan-alanis.md b/data/jurisdictions/us/states/ca/people/juan-alanis.md
index c66d022316..b0b8094510 100644
--- a/data/jurisdictions/us/states/ca/people/juan-alanis.md
+++ b/data/jurisdictions/us/states/ca/people/juan-alanis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 22"
+represents: "us/states/ca/districts/house/22"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 22 (CA State House of Representatives District 22).
 
+Represents [CA State House of Representatives District 22](/us/states/ca/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/juan-carrillo.md b/data/jurisdictions/us/states/ca/people/juan-carrillo.md
index a45441a22a..7bfdc72013 100644
--- a/data/jurisdictions/us/states/ca/people/juan-carrillo.md
+++ b/data/jurisdictions/us/states/ca/people/juan-carrillo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 39"
+represents: "us/states/ca/districts/house/39"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 39 (CA State House of Representatives District 39).
 
+Represents [CA State House of Representatives District 39](/us/states/ca/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/kate-sanchez.md b/data/jurisdictions/us/states/ca/people/kate-sanchez.md
index 4a133e09dd..cf41b194c3 100644
--- a/data/jurisdictions/us/states/ca/people/kate-sanchez.md
+++ b/data/jurisdictions/us/states/ca/people/kate-sanchez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 71"
+represents: "us/states/ca/districts/house/71"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 71 (CA State House of Representatives District 71).
 
+Represents [CA State House of Representatives District 71](/us/states/ca/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/kelly-seyarto.md b/data/jurisdictions/us/states/ca/people/kelly-seyarto.md
index 954ab18f37..c43757943b 100644
--- a/data/jurisdictions/us/states/ca/people/kelly-seyarto.md
+++ b/data/jurisdictions/us/states/ca/people/kelly-seyarto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 32"
+represents: "us/states/ca/districts/senate/32"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 32 (CA State Senate District 32).
 
+Represents [CA State Senate District 32](/us/states/ca/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/lashae-sharp-collins.md b/data/jurisdictions/us/states/ca/people/lashae-sharp-collins.md
index afc981e26d..39db11c0a3 100644
--- a/data/jurisdictions/us/states/ca/people/lashae-sharp-collins.md
+++ b/data/jurisdictions/us/states/ca/people/lashae-sharp-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 79"
+represents: "us/states/ca/districts/house/79"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 79 (CA State House of Representatives District 79).
 
+Represents [CA State House of Representatives District 79](/us/states/ca/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/laura-richardson.md b/data/jurisdictions/us/states/ca/people/laura-richardson.md
index 3c619a8bbd..3fa8ff140e 100644
--- a/data/jurisdictions/us/states/ca/people/laura-richardson.md
+++ b/data/jurisdictions/us/states/ca/people/laura-richardson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 35"
+represents: "us/states/ca/districts/senate/35"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 35 (CA State Senate District 35).
 
+Represents [CA State Senate District 35](/us/states/ca/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/laurie-davies.md b/data/jurisdictions/us/states/ca/people/laurie-davies.md
index 261dcf5493..27f2b8e02f 100644
--- a/data/jurisdictions/us/states/ca/people/laurie-davies.md
+++ b/data/jurisdictions/us/states/ca/people/laurie-davies.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 74"
+represents: "us/states/ca/districts/house/74"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 74 (CA State House of Representatives District 74).
 
+Represents [CA State House of Representatives District 74](/us/states/ca/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/lena-gonzalez.md b/data/jurisdictions/us/states/ca/people/lena-gonzalez.md
index 97c331a53a..49db0e2d2c 100644
--- a/data/jurisdictions/us/states/ca/people/lena-gonzalez.md
+++ b/data/jurisdictions/us/states/ca/people/lena-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 33"
+represents: "us/states/ca/districts/senate/33"
 tenure:
   start: "2019-06-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 33 (CA State Senate District 33).
 
+Represents [CA State Senate District 33](/us/states/ca/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/leticia-castillo.md b/data/jurisdictions/us/states/ca/people/leticia-castillo.md
index 5584df0807..1598d0b4be 100644
--- a/data/jurisdictions/us/states/ca/people/leticia-castillo.md
+++ b/data/jurisdictions/us/states/ca/people/leticia-castillo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 58"
+represents: "us/states/ca/districts/house/58"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 58 (CA State House of Representatives District 58).
 
+Represents [CA State House of Representatives District 58](/us/states/ca/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/lisa-calderon.md b/data/jurisdictions/us/states/ca/people/lisa-calderon.md
index 08d46ec1ca..a2350c777d 100644
--- a/data/jurisdictions/us/states/ca/people/lisa-calderon.md
+++ b/data/jurisdictions/us/states/ca/people/lisa-calderon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 56"
+represents: "us/states/ca/districts/house/56"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 56 (CA State House of Representatives District 56).
 
+Represents [CA State House of Representatives District 56](/us/states/ca/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/liz-ortega.md b/data/jurisdictions/us/states/ca/people/liz-ortega.md
index 1136ed4669..abd5e6e425 100644
--- a/data/jurisdictions/us/states/ca/people/liz-ortega.md
+++ b/data/jurisdictions/us/states/ca/people/liz-ortega.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 20"
+represents: "us/states/ca/districts/house/20"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 20 (CA State House of Representatives District 20).
 
+Represents [CA State House of Representatives District 20](/us/states/ca/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/lola-smallwood-cuevas.md b/data/jurisdictions/us/states/ca/people/lola-smallwood-cuevas.md
index 4c3f8e6174..54dc626893 100644
--- a/data/jurisdictions/us/states/ca/people/lola-smallwood-cuevas.md
+++ b/data/jurisdictions/us/states/ca/people/lola-smallwood-cuevas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 28"
+represents: "us/states/ca/districts/senate/28"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 28 (CA State Senate District 28).
 
+Represents [CA State Senate District 28](/us/states/ca/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/lori-wilson.md b/data/jurisdictions/us/states/ca/people/lori-wilson.md
index ede0307c92..e5dd14578b 100644
--- a/data/jurisdictions/us/states/ca/people/lori-wilson.md
+++ b/data/jurisdictions/us/states/ca/people/lori-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 11"
+represents: "us/states/ca/districts/house/11"
 tenure:
   start: "2022-04-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 11 (CA State House of Representatives District 11).
 
+Represents [CA State House of Representatives District 11](/us/states/ca/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/maggy-krell.md b/data/jurisdictions/us/states/ca/people/maggy-krell.md
index ba950ae335..bcd0965231 100644
--- a/data/jurisdictions/us/states/ca/people/maggy-krell.md
+++ b/data/jurisdictions/us/states/ca/people/maggy-krell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 6"
+represents: "us/states/ca/districts/house/6"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 6 (CA State House of Representatives District 6).
 
+Represents [CA State House of Representatives District 6](/us/states/ca/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/marc-berman.md b/data/jurisdictions/us/states/ca/people/marc-berman.md
index a831456821..c93a3671c6 100644
--- a/data/jurisdictions/us/states/ca/people/marc-berman.md
+++ b/data/jurisdictions/us/states/ca/people/marc-berman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 23"
+represents: "us/states/ca/districts/house/23"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 23 (CA State House of Representatives District 23).
 
+Represents [CA State House of Representatives District 23](/us/states/ca/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/maria-elena-durazo.md b/data/jurisdictions/us/states/ca/people/maria-elena-durazo.md
index 9d032cd0d5..5c3d4d9910 100644
--- a/data/jurisdictions/us/states/ca/people/maria-elena-durazo.md
+++ b/data/jurisdictions/us/states/ca/people/maria-elena-durazo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 26"
+represents: "us/states/ca/districts/senate/26"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 26 (CA State Senate District 26).
 
+Represents [CA State Senate District 26](/us/states/ca/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/marie-alvarado-gil.md b/data/jurisdictions/us/states/ca/people/marie-alvarado-gil.md
index 7eaf85c8cb..11afe8a97e 100644
--- a/data/jurisdictions/us/states/ca/people/marie-alvarado-gil.md
+++ b/data/jurisdictions/us/states/ca/people/marie-alvarado-gil.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 4"
+represents: "us/states/ca/districts/senate/4"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 4 (CA State Senate District 4).
 
+Represents [CA State Senate District 4](/us/states/ca/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/mark-gonzalez.md b/data/jurisdictions/us/states/ca/people/mark-gonzalez.md
index 6865b6bc31..aae6d58ad2 100644
--- a/data/jurisdictions/us/states/ca/people/mark-gonzalez.md
+++ b/data/jurisdictions/us/states/ca/people/mark-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 54"
+represents: "us/states/ca/districts/house/54"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 54 (CA State House of Representatives District 54).
 
+Represents [CA State House of Representatives District 54](/us/states/ca/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/matt-haney.md b/data/jurisdictions/us/states/ca/people/matt-haney.md
index e152560ca2..5da8c66e19 100644
--- a/data/jurisdictions/us/states/ca/people/matt-haney.md
+++ b/data/jurisdictions/us/states/ca/people/matt-haney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 17"
+represents: "us/states/ca/districts/house/17"
 tenure:
   start: "2022-05-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 17 (CA State House of Representatives District 17).
 
+Represents [CA State House of Representatives District 17](/us/states/ca/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/megan-dahle.md b/data/jurisdictions/us/states/ca/people/megan-dahle.md
index b6dbaf7571..492dbdeffa 100644
--- a/data/jurisdictions/us/states/ca/people/megan-dahle.md
+++ b/data/jurisdictions/us/states/ca/people/megan-dahle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 1"
+represents: "us/states/ca/districts/senate/1"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 1 (CA State Senate District 1).
 
+Represents [CA State Senate District 1](/us/states/ca/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/melissa-hurtado.md b/data/jurisdictions/us/states/ca/people/melissa-hurtado.md
index 044b602694..020b336923 100644
--- a/data/jurisdictions/us/states/ca/people/melissa-hurtado.md
+++ b/data/jurisdictions/us/states/ca/people/melissa-hurtado.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 16"
+represents: "us/states/ca/districts/senate/16"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 16 (CA State Senate District 16).
 
+Represents [CA State Senate District 16](/us/states/ca/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/mia-bonta.md b/data/jurisdictions/us/states/ca/people/mia-bonta.md
index c36133e3e3..dae6b9857c 100644
--- a/data/jurisdictions/us/states/ca/people/mia-bonta.md
+++ b/data/jurisdictions/us/states/ca/people/mia-bonta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 18"
+represents: "us/states/ca/districts/house/18"
 tenure:
   start: "2021-09-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 18 (CA State House of Representatives District 18).
 
+Represents [CA State House of Representatives District 18](/us/states/ca/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/michelle-rodriguez.md b/data/jurisdictions/us/states/ca/people/michelle-rodriguez.md
index 0f5ec428db..1b7bb5254c 100644
--- a/data/jurisdictions/us/states/ca/people/michelle-rodriguez.md
+++ b/data/jurisdictions/us/states/ca/people/michelle-rodriguez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 53"
+represents: "us/states/ca/districts/house/53"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 53 (CA State House of Representatives District 53).
 
+Represents [CA State House of Representatives District 53](/us/states/ca/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/mike-fong.md b/data/jurisdictions/us/states/ca/people/mike-fong.md
index 3fa027f2b7..85ac44e0b8 100644
--- a/data/jurisdictions/us/states/ca/people/mike-fong.md
+++ b/data/jurisdictions/us/states/ca/people/mike-fong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 49"
+represents: "us/states/ca/districts/house/49"
 tenure:
   start: "2022-02-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 49 (CA State House of Representatives District 49).
 
+Represents [CA State House of Representatives District 49](/us/states/ca/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/mike-gipson.md b/data/jurisdictions/us/states/ca/people/mike-gipson.md
index e8ebf6d0d9..a75488d555 100644
--- a/data/jurisdictions/us/states/ca/people/mike-gipson.md
+++ b/data/jurisdictions/us/states/ca/people/mike-gipson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 65"
+represents: "us/states/ca/districts/house/65"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 65 (CA State House of Representatives District 65).
 
+Represents [CA State House of Representatives District 65](/us/states/ca/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/mike-mcguire.md b/data/jurisdictions/us/states/ca/people/mike-mcguire.md
index 5906388e86..a49843777c 100644
--- a/data/jurisdictions/us/states/ca/people/mike-mcguire.md
+++ b/data/jurisdictions/us/states/ca/people/mike-mcguire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 2"
+represents: "us/states/ca/districts/senate/2"
 tenure:
   start: "2014-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 2 (CA State Senate District 2).
 
+Represents [CA State Senate District 2](/us/states/ca/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/monique-limon.md b/data/jurisdictions/us/states/ca/people/monique-limon.md
index 41e1380344..66b1fda58d 100644
--- a/data/jurisdictions/us/states/ca/people/monique-limon.md
+++ b/data/jurisdictions/us/states/ca/people/monique-limon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 21"
+represents: "us/states/ca/districts/senate/21"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 21 (CA State Senate District 21).
 
+Represents [CA State Senate District 21](/us/states/ca/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/natasha-johnson.md b/data/jurisdictions/us/states/ca/people/natasha-johnson.md
index 7ad93bbeb1..b426277b74 100644
--- a/data/jurisdictions/us/states/ca/people/natasha-johnson.md
+++ b/data/jurisdictions/us/states/ca/people/natasha-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 63"
+represents: "us/states/ca/districts/house/63"
 tenure:
   start: "2025-09-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 63 (CA State House of Representatives District 63).
 
+Represents [CA State House of Representatives District 63](/us/states/ca/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/nick-schultz.md b/data/jurisdictions/us/states/ca/people/nick-schultz.md
index 5f31a60edc..3591db67e4 100644
--- a/data/jurisdictions/us/states/ca/people/nick-schultz.md
+++ b/data/jurisdictions/us/states/ca/people/nick-schultz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 44"
+represents: "us/states/ca/districts/house/44"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 44 (CA State House of Representatives District 44).
 
+Represents [CA State House of Representatives District 44](/us/states/ca/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/patrick-ahrens.md b/data/jurisdictions/us/states/ca/people/patrick-ahrens.md
index 06b2a8077f..6f6441472a 100644
--- a/data/jurisdictions/us/states/ca/people/patrick-ahrens.md
+++ b/data/jurisdictions/us/states/ca/people/patrick-ahrens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 26"
+represents: "us/states/ca/districts/house/26"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 26 (CA State House of Representatives District 26).
 
+Represents [CA State House of Representatives District 26](/us/states/ca/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/phillip-chen.md b/data/jurisdictions/us/states/ca/people/phillip-chen.md
index 2789f19d7b..eabed33032 100644
--- a/data/jurisdictions/us/states/ca/people/phillip-chen.md
+++ b/data/jurisdictions/us/states/ca/people/phillip-chen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 59"
+represents: "us/states/ca/districts/house/59"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 59 (CA State House of Representatives District 59).
 
+Represents [CA State House of Representatives District 59](/us/states/ca/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/pilar-schiavo.md b/data/jurisdictions/us/states/ca/people/pilar-schiavo.md
index 68abdc70c7..5ccd55e53e 100644
--- a/data/jurisdictions/us/states/ca/people/pilar-schiavo.md
+++ b/data/jurisdictions/us/states/ca/people/pilar-schiavo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 40"
+represents: "us/states/ca/districts/house/40"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 40 (CA State House of Representatives District 40).
 
+Represents [CA State House of Representatives District 40](/us/states/ca/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/rebecca-bauer-kahan.md b/data/jurisdictions/us/states/ca/people/rebecca-bauer-kahan.md
index 7e4602f6f4..0605277718 100644
--- a/data/jurisdictions/us/states/ca/people/rebecca-bauer-kahan.md
+++ b/data/jurisdictions/us/states/ca/people/rebecca-bauer-kahan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 16"
+represents: "us/states/ca/districts/house/16"
 tenure:
   start: "2018-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 16 (CA State House of Representatives District 16).
 
+Represents [CA State House of Representatives District 16](/us/states/ca/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/rhodesia-ransom.md b/data/jurisdictions/us/states/ca/people/rhodesia-ransom.md
index 4231cd56b9..e7c3ec96f2 100644
--- a/data/jurisdictions/us/states/ca/people/rhodesia-ransom.md
+++ b/data/jurisdictions/us/states/ca/people/rhodesia-ransom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 13"
+represents: "us/states/ca/districts/house/13"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 13 (CA State House of Representatives District 13).
 
+Represents [CA State House of Representatives District 13](/us/states/ca/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/rick-zbur.md b/data/jurisdictions/us/states/ca/people/rick-zbur.md
index efbce62674..a97c528c70 100644
--- a/data/jurisdictions/us/states/ca/people/rick-zbur.md
+++ b/data/jurisdictions/us/states/ca/people/rick-zbur.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 51"
+represents: "us/states/ca/districts/house/51"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 51 (CA State House of Representatives District 51).
 
+Represents [CA State House of Representatives District 51](/us/states/ca/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/robert-garcia.md b/data/jurisdictions/us/states/ca/people/robert-garcia.md
index 9addd8ebd3..b754ada87e 100644
--- a/data/jurisdictions/us/states/ca/people/robert-garcia.md
+++ b/data/jurisdictions/us/states/ca/people/robert-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 50"
+represents: "us/states/ca/districts/house/50"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 50 (CA State House of Representatives District 50).
 
+Represents [CA State House of Representatives District 50](/us/states/ca/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/robert-rivas.md b/data/jurisdictions/us/states/ca/people/robert-rivas.md
index f1ffb8617e..fc2003988b 100644
--- a/data/jurisdictions/us/states/ca/people/robert-rivas.md
+++ b/data/jurisdictions/us/states/ca/people/robert-rivas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 29"
+represents: "us/states/ca/districts/house/29"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 29 (CA State House of Representatives District 29).
 
+Represents [CA State House of Representatives District 29](/us/states/ca/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/roger-niello.md b/data/jurisdictions/us/states/ca/people/roger-niello.md
index 1127640aab..cfc9a1ac71 100644
--- a/data/jurisdictions/us/states/ca/people/roger-niello.md
+++ b/data/jurisdictions/us/states/ca/people/roger-niello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 6"
+represents: "us/states/ca/districts/senate/6"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 6 (CA State Senate District 6).
 
+Represents [CA State Senate District 6](/us/states/ca/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/rosilicie-ochoa-bogh.md b/data/jurisdictions/us/states/ca/people/rosilicie-ochoa-bogh.md
index 595c5d66d5..6b0eef5def 100644
--- a/data/jurisdictions/us/states/ca/people/rosilicie-ochoa-bogh.md
+++ b/data/jurisdictions/us/states/ca/people/rosilicie-ochoa-bogh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 19"
+represents: "us/states/ca/districts/senate/19"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 19 (CA State Senate District 19).
 
+Represents [CA State Senate District 19](/us/states/ca/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/sabrina-cervantes.md b/data/jurisdictions/us/states/ca/people/sabrina-cervantes.md
index 2b8feb5005..c6627999ff 100644
--- a/data/jurisdictions/us/states/ca/people/sabrina-cervantes.md
+++ b/data/jurisdictions/us/states/ca/people/sabrina-cervantes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 31"
+represents: "us/states/ca/districts/senate/31"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 31 (CA State Senate District 31).
 
+Represents [CA State Senate District 31](/us/states/ca/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/sade-elhawary.md b/data/jurisdictions/us/states/ca/people/sade-elhawary.md
index ad0eab0c73..4972fa54f0 100644
--- a/data/jurisdictions/us/states/ca/people/sade-elhawary.md
+++ b/data/jurisdictions/us/states/ca/people/sade-elhawary.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 57"
+represents: "us/states/ca/districts/house/57"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 57 (CA State House of Representatives District 57).
 
+Represents [CA State House of Representatives District 57](/us/states/ca/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/sasha-perez.md b/data/jurisdictions/us/states/ca/people/sasha-perez.md
index 4353ed166a..4e44d2413c 100644
--- a/data/jurisdictions/us/states/ca/people/sasha-perez.md
+++ b/data/jurisdictions/us/states/ca/people/sasha-perez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 25"
+represents: "us/states/ca/districts/senate/25"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 25 (CA State Senate District 25).
 
+Represents [CA State Senate District 25](/us/states/ca/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/scott-wiener.md b/data/jurisdictions/us/states/ca/people/scott-wiener.md
index eb79f9d6ff..1278360b50 100644
--- a/data/jurisdictions/us/states/ca/people/scott-wiener.md
+++ b/data/jurisdictions/us/states/ca/people/scott-wiener.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 11"
+represents: "us/states/ca/districts/senate/11"
 tenure:
   start: "2016-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 11 (CA State Senate District 11).
 
+Represents [CA State Senate District 11](/us/states/ca/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/shannon-grove.md b/data/jurisdictions/us/states/ca/people/shannon-grove.md
index 067e3b6b70..a7d7fb4700 100644
--- a/data/jurisdictions/us/states/ca/people/shannon-grove.md
+++ b/data/jurisdictions/us/states/ca/people/shannon-grove.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 12"
+represents: "us/states/ca/districts/senate/12"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 12 (CA State Senate District 12).
 
+Represents [CA State Senate District 12](/us/states/ca/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/sharon-quirk-silva.md b/data/jurisdictions/us/states/ca/people/sharon-quirk-silva.md
index db9ed3dc91..eea8fb1dab 100644
--- a/data/jurisdictions/us/states/ca/people/sharon-quirk-silva.md
+++ b/data/jurisdictions/us/states/ca/people/sharon-quirk-silva.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 67"
+represents: "us/states/ca/districts/house/67"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 67 (CA State House of Representatives District 67).
 
+Represents [CA State House of Representatives District 67](/us/states/ca/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/stan-ellis.md b/data/jurisdictions/us/states/ca/people/stan-ellis.md
index 05b4622585..5a8fa171e2 100644
--- a/data/jurisdictions/us/states/ca/people/stan-ellis.md
+++ b/data/jurisdictions/us/states/ca/people/stan-ellis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 32"
+represents: "us/states/ca/districts/house/32"
 tenure:
   start: "2025-03-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 32 (CA State House of Representatives District 32).
 
+Represents [CA State House of Representatives District 32](/us/states/ca/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/stephanie-nguyen.md b/data/jurisdictions/us/states/ca/people/stephanie-nguyen.md
index c0bb0fb728..c9b6880cee 100644
--- a/data/jurisdictions/us/states/ca/people/stephanie-nguyen.md
+++ b/data/jurisdictions/us/states/ca/people/stephanie-nguyen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 10"
+represents: "us/states/ca/districts/house/10"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 10 (CA State House of Representatives District 10).
 
+Represents [CA State House of Representatives District 10](/us/states/ca/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/steve-bennett.md b/data/jurisdictions/us/states/ca/people/steve-bennett.md
index 2b832fa58a..f22b77ccb0 100644
--- a/data/jurisdictions/us/states/ca/people/steve-bennett.md
+++ b/data/jurisdictions/us/states/ca/people/steve-bennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 38"
+represents: "us/states/ca/districts/house/38"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 38 (CA State House of Representatives District 38).
 
+Represents [CA State House of Representatives District 38](/us/states/ca/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/steve-choi.md b/data/jurisdictions/us/states/ca/people/steve-choi.md
index c96f1fefdc..1e1c148201 100644
--- a/data/jurisdictions/us/states/ca/people/steve-choi.md
+++ b/data/jurisdictions/us/states/ca/people/steve-choi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 37"
+represents: "us/states/ca/districts/senate/37"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 37 (CA State Senate District 37).
 
+Represents [CA State Senate District 37](/us/states/ca/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/steve-padilla.md b/data/jurisdictions/us/states/ca/people/steve-padilla.md
index 33215f8c96..fa0ab75215 100644
--- a/data/jurisdictions/us/states/ca/people/steve-padilla.md
+++ b/data/jurisdictions/us/states/ca/people/steve-padilla.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 18"
+represents: "us/states/ca/districts/senate/18"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 18 (CA State Senate District 18).
 
+Represents [CA State Senate District 18](/us/states/ca/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/susan-rubio.md b/data/jurisdictions/us/states/ca/people/susan-rubio.md
index 072b1d3830..3d51dc90e9 100644
--- a/data/jurisdictions/us/states/ca/people/susan-rubio.md
+++ b/data/jurisdictions/us/states/ca/people/susan-rubio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 22"
+represents: "us/states/ca/districts/senate/22"
 tenure:
   start: "2018-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 22 (CA State Senate District 22).
 
+Represents [CA State Senate District 22](/us/states/ca/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/suzette-valladares.md b/data/jurisdictions/us/states/ca/people/suzette-valladares.md
index d233979788..ef64f90cd7 100644
--- a/data/jurisdictions/us/states/ca/people/suzette-valladares.md
+++ b/data/jurisdictions/us/states/ca/people/suzette-valladares.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 23"
+represents: "us/states/ca/districts/senate/23"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 23 (CA State Senate District 23).
 
+Represents [CA State Senate District 23](/us/states/ca/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/tasha-boerner.md b/data/jurisdictions/us/states/ca/people/tasha-boerner.md
index c889039204..d8226e5921 100644
--- a/data/jurisdictions/us/states/ca/people/tasha-boerner.md
+++ b/data/jurisdictions/us/states/ca/people/tasha-boerner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 77"
+represents: "us/states/ca/districts/house/77"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 77 (CA State House of Representatives District 77).
 
+Represents [CA State House of Representatives District 77](/us/states/ca/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/tim-grayson.md b/data/jurisdictions/us/states/ca/people/tim-grayson.md
index 90f9f4b93d..cc93027ccd 100644
--- a/data/jurisdictions/us/states/ca/people/tim-grayson.md
+++ b/data/jurisdictions/us/states/ca/people/tim-grayson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 9"
+represents: "us/states/ca/districts/senate/9"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 9 (CA State Senate District 9).
 
+Represents [CA State Senate District 9](/us/states/ca/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/tina-mckinnor.md b/data/jurisdictions/us/states/ca/people/tina-mckinnor.md
index 2fdbd90a38..cd78b4731c 100644
--- a/data/jurisdictions/us/states/ca/people/tina-mckinnor.md
+++ b/data/jurisdictions/us/states/ca/people/tina-mckinnor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 61"
+represents: "us/states/ca/districts/house/61"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 61 (CA State House of Representatives District 61).
 
+Represents [CA State House of Representatives District 61](/us/states/ca/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/tom-lackey.md b/data/jurisdictions/us/states/ca/people/tom-lackey.md
index 29e1c45c8e..8426991d67 100644
--- a/data/jurisdictions/us/states/ca/people/tom-lackey.md
+++ b/data/jurisdictions/us/states/ca/people/tom-lackey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 34"
+represents: "us/states/ca/districts/house/34"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 34 (CA State House of Representatives District 34).
 
+Represents [CA State House of Representatives District 34](/us/states/ca/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/tom-umberg.md b/data/jurisdictions/us/states/ca/people/tom-umberg.md
index d5d46a1f18..18bb29fbcc 100644
--- a/data/jurisdictions/us/states/ca/people/tom-umberg.md
+++ b/data/jurisdictions/us/states/ca/people/tom-umberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 34"
+represents: "us/states/ca/districts/senate/34"
 tenure:
   start: "2018-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 34 (CA State Senate District 34).
 
+Represents [CA State Senate District 34](/us/states/ca/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/tony-strickland.md b/data/jurisdictions/us/states/ca/people/tony-strickland.md
index 6fe4badbec..7085a09283 100644
--- a/data/jurisdictions/us/states/ca/people/tony-strickland.md
+++ b/data/jurisdictions/us/states/ca/people/tony-strickland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State Senate District 36"
+represents: "us/states/ca/districts/senate/36"
 tenure:
   start: "2025-03-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA Senate District 36 (CA State Senate District 36).
 
+Represents [CA State Senate District 36](/us/states/ca/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ca/people/tri-ta.md b/data/jurisdictions/us/states/ca/people/tri-ta.md
index 58835997f4..f71ee85b44 100644
--- a/data/jurisdictions/us/states/ca/people/tri-ta.md
+++ b/data/jurisdictions/us/states/ca/people/tri-ta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CA"
 district: "CA State House of Representatives District 70"
+represents: "us/states/ca/districts/house/70"
 tenure:
   start: "2022-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CA House District 70 (CA State House of Representatives District 70).
 
+Represents [CA State House of Representatives District 70](/us/states/ca/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/counties/adams/index.md b/data/jurisdictions/us/states/co/counties/adams/index.md
index f39bb41be4..75339b1edc 100644
--- a/data/jurisdictions/us/states/co/counties/adams/index.md
+++ b/data/jurisdictions/us/states/co/counties/adams/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 8817
   hispanic: 226823
   bachelors_plus: 133904
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.7097
+  - to: "us/states/co/districts/08"
+    rel: in-district
+    area_weight: 0.2099
+  - to: "us/states/co/districts/06"
+    rel: in-district
+    area_weight: 0.0792
+  - to: "us/states/co/districts/senate/28"
+    rel: in-district
+    area_weight: 0.11
+  - to: "us/states/co/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0497
+  - to: "us/states/co/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0312
+  - to: "us/states/co/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0184
+  - to: "us/states/co/districts/house/56"
+    rel: in-district
+    area_weight: 0.7219
+  - to: "us/states/co/districts/house/36"
+    rel: in-district
+    area_weight: 0.0771
+  - to: "us/states/co/districts/house/32"
+    rel: in-district
+    area_weight: 0.0763
+  - to: "us/states/co/districts/house/48"
+    rel: in-district
+    area_weight: 0.0529
+  - to: "us/states/co/districts/house/31"
+    rel: in-district
+    area_weight: 0.0174
+  - to: "us/states/co/districts/house/34"
+    rel: in-district
+    area_weight: 0.015
+  - to: "us/states/co/districts/house/33"
+    rel: in-district
+    area_weight: 0.0142
+  - to: "us/states/co/districts/house/35"
+    rel: in-district
+    area_weight: 0.0128
+  - to: "us/states/co/districts/house/29"
+    rel: in-district
+    area_weight: 0.0117
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 226823 |
 | Bachelor's or higher | 133904 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 71% (congressional)
+- [CO-08](/us/states/co/districts/08.md) — 21% (congressional)
+- [CO-06](/us/states/co/districts/06.md) — 8% (congressional)
+- [CO Senate District 28](/us/states/co/districts/senate/28.md) — 11% (state senate)
+- [CO Senate District 24](/us/states/co/districts/senate/24.md) — 5% (state senate)
+- [CO Senate District 13](/us/states/co/districts/senate/13.md) — 3% (state senate)
+- [CO Senate District 25](/us/states/co/districts/senate/25.md) — 2% (state senate)
+- [CO House District 56](/us/states/co/districts/house/56.md) — 72% (state house)
+- [CO House District 36](/us/states/co/districts/house/36.md) — 8% (state house)
+- [CO House District 32](/us/states/co/districts/house/32.md) — 8% (state house)
+- [CO House District 48](/us/states/co/districts/house/48.md) — 5% (state house)
+- [CO House District 31](/us/states/co/districts/house/31.md) — 2% (state house)
+- [CO House District 34](/us/states/co/districts/house/34.md) — 2% (state house)
+- [CO House District 33](/us/states/co/districts/house/33.md) — 1% (state house)
+- [CO House District 35](/us/states/co/districts/house/35.md) — 1% (state house)
+- [CO House District 29](/us/states/co/districts/house/29.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/alamosa/index.md b/data/jurisdictions/us/states/co/counties/alamosa/index.md
index 8662ec42a8..2cb592fb8d 100644
--- a/data/jurisdictions/us/states/co/counties/alamosa/index.md
+++ b/data/jurisdictions/us/states/co/counties/alamosa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 681
   hispanic: 7989
   bachelors_plus: 4834
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/62"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7989 |
 | Bachelor's or higher | 4834 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 62](/us/states/co/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/arapahoe/index.md b/data/jurisdictions/us/states/co/counties/arapahoe/index.md
index 98af803da9..f9afb883a6 100644
--- a/data/jurisdictions/us/states/co/counties/arapahoe/index.md
+++ b/data/jurisdictions/us/states/co/counties/arapahoe/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 6769
   hispanic: 143439
   bachelors_plus: 294677
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.7584
+  - to: "us/states/co/districts/06"
+    rel: in-district
+    area_weight: 0.2389
+  - to: "us/states/co/districts/senate/27"
+    rel: in-district
+    area_weight: 0.2137
+  - to: "us/states/co/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1205
+  - to: "us/states/co/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0355
+  - to: "us/states/co/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0348
+  - to: "us/states/co/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0291
+  - to: "us/states/co/districts/house/56"
+    rel: in-district
+    area_weight: 0.7391
+  - to: "us/states/co/districts/house/36"
+    rel: in-district
+    area_weight: 0.077
+  - to: "us/states/co/districts/house/37"
+    rel: in-district
+    area_weight: 0.0428
+  - to: "us/states/co/districts/house/61"
+    rel: in-district
+    area_weight: 0.0306
+  - to: "us/states/co/districts/house/38"
+    rel: in-district
+    area_weight: 0.0274
+  - to: "us/states/co/districts/house/40"
+    rel: in-district
+    area_weight: 0.0258
+  - to: "us/states/co/districts/house/3"
+    rel: in-district
+    area_weight: 0.0196
+  - to: "us/states/co/districts/house/41"
+    rel: in-district
+    area_weight: 0.0168
+  - to: "us/states/co/districts/house/42"
+    rel: in-district
+    area_weight: 0.0161
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 143439 |
 | Bachelor's or higher | 294677 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 76% (congressional)
+- [CO-06](/us/states/co/districts/06.md) — 24% (congressional)
+- [CO Senate District 27](/us/states/co/districts/senate/27.md) — 21% (state senate)
+- [CO Senate District 28](/us/states/co/districts/senate/28.md) — 12% (state senate)
+- [CO Senate District 26](/us/states/co/districts/senate/26.md) — 4% (state senate)
+- [CO Senate District 16](/us/states/co/districts/senate/16.md) — 3% (state senate)
+- [CO Senate District 29](/us/states/co/districts/senate/29.md) — 3% (state senate)
+- [CO House District 56](/us/states/co/districts/house/56.md) — 74% (state house)
+- [CO House District 36](/us/states/co/districts/house/36.md) — 8% (state house)
+- [CO House District 37](/us/states/co/districts/house/37.md) — 4% (state house)
+- [CO House District 61](/us/states/co/districts/house/61.md) — 3% (state house)
+- [CO House District 38](/us/states/co/districts/house/38.md) — 3% (state house)
+- [CO House District 40](/us/states/co/districts/house/40.md) — 3% (state house)
+- [CO House District 3](/us/states/co/districts/house/3.md) — 2% (state house)
+- [CO House District 41](/us/states/co/districts/house/41.md) — 2% (state house)
+- [CO House District 42](/us/states/co/districts/house/42.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/archuleta/index.md b/data/jurisdictions/us/states/co/counties/archuleta/index.md
index 9bac321695..40978a7fa7 100644
--- a/data/jurisdictions/us/states/co/counties/archuleta/index.md
+++ b/data/jurisdictions/us/states/co/counties/archuleta/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 332
   hispanic: 2304
   bachelors_plus: 6465
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/co/districts/house/59"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2304 |
 | Bachelor's or higher | 6465 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 59](/us/states/co/districts/house/59.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/baca/index.md b/data/jurisdictions/us/states/co/counties/baca/index.md
index 800e13411c..4fc1f9dbf8 100644
--- a/data/jurisdictions/us/states/co/counties/baca/index.md
+++ b/data/jurisdictions/us/states/co/counties/baca/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 375
   bachelors_plus: 774
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/47"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 375 |
 | Bachelor's or higher | 774 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 47](/us/states/co/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/bent/index.md b/data/jurisdictions/us/states/co/counties/bent/index.md
index bc3313aac0..35310c8127 100644
--- a/data/jurisdictions/us/states/co/counties/bent/index.md
+++ b/data/jurisdictions/us/states/co/counties/bent/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 128
   hispanic: 1801
   bachelors_plus: 901
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/47"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1801 |
 | Bachelor's or higher | 901 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 47](/us/states/co/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/boulder/index.md b/data/jurisdictions/us/states/co/counties/boulder/index.md
index 8f3e76b629..c4b3a23b35 100644
--- a/data/jurisdictions/us/states/co/counties/boulder/index.md
+++ b/data/jurisdictions/us/states/co/counties/boulder/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 1121
   hispanic: 48466
   bachelors_plus: 207696
+districts:
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/co/districts/senate/15"
+    rel: in-district
+    area_weight: 0.7811
+  - to: "us/states/co/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1111
+  - to: "us/states/co/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1076
+  - to: "us/states/co/districts/house/49"
+    rel: in-district
+    area_weight: 0.774
+  - to: "us/states/co/districts/house/12"
+    rel: in-district
+    area_weight: 0.1063
+  - to: "us/states/co/districts/house/19"
+    rel: in-district
+    area_weight: 0.0457
+  - to: "us/states/co/districts/house/11"
+    rel: in-district
+    area_weight: 0.0394
+  - to: "us/states/co/districts/house/10"
+    rel: in-district
+    area_weight: 0.0343
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 48466 |
 | Bachelor's or higher | 207696 |
 
+## Districts
+
+- [CO-02](/us/states/co/districts/02.md) — 100% (congressional)
+- [CO Senate District 15](/us/states/co/districts/senate/15.md) — 78% (state senate)
+- [CO Senate District 18](/us/states/co/districts/senate/18.md) — 11% (state senate)
+- [CO Senate District 17](/us/states/co/districts/senate/17.md) — 11% (state senate)
+- [CO House District 49](/us/states/co/districts/house/49.md) — 77% (state house)
+- [CO House District 12](/us/states/co/districts/house/12.md) — 11% (state house)
+- [CO House District 19](/us/states/co/districts/house/19.md) — 5% (state house)
+- [CO House District 11](/us/states/co/districts/house/11.md) — 4% (state house)
+- [CO House District 10](/us/states/co/districts/house/10.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/broomfield/index.md b/data/jurisdictions/us/states/co/counties/broomfield/index.md
index 33a6e766f7..1c3dc331a2 100644
--- a/data/jurisdictions/us/states/co/counties/broomfield/index.md
+++ b/data/jurisdictions/us/states/co/counties/broomfield/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 412
   hispanic: 10780
   bachelors_plus: 46374
+districts:
+  - to: "us/states/co/districts/07"
+    rel: in-district
+    area_weight: 0.9767
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 0.0172
+  - to: "us/states/co/districts/08"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/co/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9922
+  - to: "us/states/co/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0073
+  - to: "us/states/co/districts/house/33"
+    rel: in-district
+    area_weight: 0.992
+  - to: "us/states/co/districts/house/12"
+    rel: in-district
+    area_weight: 0.0072
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 10780 |
 | Bachelor's or higher | 46374 |
 
+## Districts
+
+- [CO-07](/us/states/co/districts/07.md) — 98% (congressional)
+- [CO-02](/us/states/co/districts/02.md) — 2% (congressional)
+- [CO-08](/us/states/co/districts/08.md) — 1% (congressional)
+- [CO Senate District 25](/us/states/co/districts/senate/25.md) — 99% (state senate)
+- [CO Senate District 17](/us/states/co/districts/senate/17.md) — 1% (state senate)
+- [CO House District 33](/us/states/co/districts/house/33.md) — 99% (state house)
+- [CO House District 12](/us/states/co/districts/house/12.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/chaffee/index.md b/data/jurisdictions/us/states/co/counties/chaffee/index.md
index fe30a5151d..ec202a4654 100644
--- a/data/jurisdictions/us/states/co/counties/chaffee/index.md
+++ b/data/jurisdictions/us/states/co/counties/chaffee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 59
   hispanic: 1983
   bachelors_plus: 10834
+districts:
+  - to: "us/states/co/districts/07"
+    rel: in-district
+    area_weight: 0.9965
+  - to: "us/states/co/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/co/districts/house/13"
+    rel: in-district
+    area_weight: 0.8967
+  - to: "us/states/co/districts/house/60"
+    rel: in-district
+    area_weight: 0.103
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1983 |
 | Bachelor's or higher | 10834 |
 
+## Districts
+
+- [CO-07](/us/states/co/districts/07.md) — 100% (congressional)
+- [CO Senate District 4](/us/states/co/districts/senate/4.md) — 100% (state senate)
+- [CO House District 13](/us/states/co/districts/house/13.md) — 90% (state house)
+- [CO House District 60](/us/states/co/districts/house/60.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/cheyenne/index.md b/data/jurisdictions/us/states/co/counties/cheyenne/index.md
index d516d241bc..c3e168d7de 100644
--- a/data/jurisdictions/us/states/co/counties/cheyenne/index.md
+++ b/data/jurisdictions/us/states/co/counties/cheyenne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 188
   bachelors_plus: 472
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/56"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 188 |
 | Bachelor's or higher | 472 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 56](/us/states/co/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/clear-creek/index.md b/data/jurisdictions/us/states/co/counties/clear-creek/index.md
index 7955703bc5..8b01bfe3e8 100644
--- a/data/jurisdictions/us/states/co/counties/clear-creek/index.md
+++ b/data/jurisdictions/us/states/co/counties/clear-creek/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 106
   hispanic: 722
   bachelors_plus: 6217
+districts:
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/co/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/co/districts/house/49"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 722 |
 | Bachelor's or higher | 6217 |
 
+## Districts
+
+- [CO-02](/us/states/co/districts/02.md) — 100% (congressional)
+- [CO Senate District 8](/us/states/co/districts/senate/8.md) — 100% (state senate)
+- [CO House District 49](/us/states/co/districts/house/49.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/conejos/index.md b/data/jurisdictions/us/states/co/counties/conejos/index.md
index 38b32f470a..ab29804c69 100644
--- a/data/jurisdictions/us/states/co/counties/conejos/index.md
+++ b/data/jurisdictions/us/states/co/counties/conejos/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 213
   hispanic: 3750
   bachelors_plus: 1792
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/house/62"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3750 |
 | Bachelor's or higher | 1792 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 62](/us/states/co/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/costilla/index.md b/data/jurisdictions/us/states/co/counties/costilla/index.md
index 2f4a7eec72..8a3444930b 100644
--- a/data/jurisdictions/us/states/co/counties/costilla/index.md
+++ b/data/jurisdictions/us/states/co/counties/costilla/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 162
   hispanic: 1973
   bachelors_plus: 897
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/co/districts/house/62"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1973 |
 | Bachelor's or higher | 897 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 62](/us/states/co/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/crowley/index.md b/data/jurisdictions/us/states/co/counties/crowley/index.md
index f246cdf447..fc69ad598e 100644
--- a/data/jurisdictions/us/states/co/counties/crowley/index.md
+++ b/data/jurisdictions/us/states/co/counties/crowley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 258
   hispanic: 1637
   bachelors_plus: 735
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/co/districts/house/47"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1637 |
 | Bachelor's or higher | 735 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 47](/us/states/co/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/custer/index.md b/data/jurisdictions/us/states/co/counties/custer/index.md
index 287b72c1d6..3a07f4e272 100644
--- a/data/jurisdictions/us/states/co/counties/custer/index.md
+++ b/data/jurisdictions/us/states/co/counties/custer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 219
   bachelors_plus: 2584
+districts:
+  - to: "us/states/co/districts/07"
+    rel: in-district
+    area_weight: 0.9963
+  - to: "us/states/co/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/co/districts/house/60"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 219 |
 | Bachelor's or higher | 2584 |
 
+## Districts
+
+- [CO-07](/us/states/co/districts/07.md) — 100% (congressional)
+- [CO Senate District 4](/us/states/co/districts/senate/4.md) — 100% (state senate)
+- [CO House District 60](/us/states/co/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/delta/index.md b/data/jurisdictions/us/states/co/counties/delta/index.md
index c3ce6450b2..88e4c25e19 100644
--- a/data/jurisdictions/us/states/co/counties/delta/index.md
+++ b/data/jurisdictions/us/states/co/counties/delta/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 195
   hispanic: 4571
   bachelors_plus: 8412
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/5"
+    rel: in-district
+    area_weight: 0.827
+  - to: "us/states/co/districts/senate/7"
+    rel: in-district
+    area_weight: 0.173
+  - to: "us/states/co/districts/house/54"
+    rel: in-district
+    area_weight: 0.5018
+  - to: "us/states/co/districts/house/58"
+    rel: in-district
+    area_weight: 0.4982
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 4571 |
 | Bachelor's or higher | 8412 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 5](/us/states/co/districts/senate/5.md) — 83% (state senate)
+- [CO Senate District 7](/us/states/co/districts/senate/7.md) — 17% (state senate)
+- [CO House District 54](/us/states/co/districts/house/54.md) — 50% (state house)
+- [CO House District 58](/us/states/co/districts/house/58.md) — 50% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/denver/index.md b/data/jurisdictions/us/states/co/counties/denver/index.md
index 4b55665b86..1715cd2042 100644
--- a/data/jurisdictions/us/states/co/counties/denver/index.md
+++ b/data/jurisdictions/us/states/co/counties/denver/index.md
@@ -22,9 +22,66 @@ demographics:
   race_native: 7263
   hispanic: 201140
   bachelors_plus: 419205
+districts:
+  - to: "us/states/co/districts/01"
+    rel: in-district
+    area_weight: 0.9767
+  - to: "us/states/co/districts/06"
+    rel: in-district
+    area_weight: 0.0097
+  - to: "us/states/co/districts/08"
+    rel: in-district
+    area_weight: 0.0067
+  - to: "us/states/co/districts/07"
+    rel: in-district
+    area_weight: 0.0053
+  - to: "us/states/co/districts/senate/33"
+    rel: in-district
+    area_weight: 0.4767
+  - to: "us/states/co/districts/senate/34"
+    rel: in-district
+    area_weight: 0.1706
+  - to: "us/states/co/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1507
+  - to: "us/states/co/districts/senate/31"
+    rel: in-district
+    area_weight: 0.1197
+  - to: "us/states/co/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0817
+  - to: "us/states/co/districts/house/7"
+    rel: in-district
+    area_weight: 0.3732
+  - to: "us/states/co/districts/house/8"
+    rel: in-district
+    area_weight: 0.1126
+  - to: "us/states/co/districts/house/1"
+    rel: in-district
+    area_weight: 0.1049
+  - to: "us/states/co/districts/house/5"
+    rel: in-district
+    area_weight: 0.0989
+  - to: "us/states/co/districts/house/2"
+    rel: in-district
+    area_weight: 0.0807
+  - to: "us/states/co/districts/house/4"
+    rel: in-district
+    area_weight: 0.0749
+  - to: "us/states/co/districts/house/9"
+    rel: in-district
+    area_weight: 0.0588
+  - to: "us/states/co/districts/house/6"
+    rel: in-district
+    area_weight: 0.0582
+  - to: "us/states/co/districts/house/3"
+    rel: in-district
+    area_weight: 0.0371
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +113,28 @@ County jurisdiction.
 | Hispanic/Latino | 201140 |
 | Bachelor's or higher | 419205 |
 
+## Districts
+
+- [CO-01](/us/states/co/districts/01.md) — 98% (congressional)
+- [CO-06](/us/states/co/districts/06.md) — 1% (congressional)
+- [CO-08](/us/states/co/districts/08.md) — 1% (congressional)
+- [CO-07](/us/states/co/districts/07.md) — 1% (congressional)
+- [CO Senate District 33](/us/states/co/districts/senate/33.md) — 48% (state senate)
+- [CO Senate District 34](/us/states/co/districts/senate/34.md) — 17% (state senate)
+- [CO Senate District 32](/us/states/co/districts/senate/32.md) — 15% (state senate)
+- [CO Senate District 31](/us/states/co/districts/senate/31.md) — 12% (state senate)
+- [CO Senate District 26](/us/states/co/districts/senate/26.md) — 8% (state senate)
+- [CO House District 7](/us/states/co/districts/house/7.md) — 37% (state house)
+- [CO House District 8](/us/states/co/districts/house/8.md) — 11% (state house)
+- [CO House District 1](/us/states/co/districts/house/1.md) — 10% (state house)
+- [CO House District 5](/us/states/co/districts/house/5.md) — 10% (state house)
+- [CO House District 2](/us/states/co/districts/house/2.md) — 8% (state house)
+- [CO House District 4](/us/states/co/districts/house/4.md) — 7% (state house)
+- [CO House District 9](/us/states/co/districts/house/9.md) — 6% (state house)
+- [CO House District 6](/us/states/co/districts/house/6.md) — 6% (state house)
+- [CO House District 3](/us/states/co/districts/house/3.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/dolores/index.md b/data/jurisdictions/us/states/co/counties/dolores/index.md
index f880fda978..d6a04a3f74 100644
--- a/data/jurisdictions/us/states/co/counties/dolores/index.md
+++ b/data/jurisdictions/us/states/co/counties/dolores/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 62
   hispanic: 241
   bachelors_plus: 644
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/house/58"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 241 |
 | Bachelor's or higher | 644 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 58](/us/states/co/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/douglas/index.md b/data/jurisdictions/us/states/co/counties/douglas/index.md
index 041a4a6968..216dd7d9a6 100644
--- a/data/jurisdictions/us/states/co/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/co/counties/douglas/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 1653
   hispanic: 38394
   bachelors_plus: 219370
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.9935
+  - to: "us/states/co/districts/senate/4"
+    rel: in-district
+    area_weight: 0.7148
+  - to: "us/states/co/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1434
+  - to: "us/states/co/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1388
+  - to: "us/states/co/districts/house/39"
+    rel: in-district
+    area_weight: 0.8016
+  - to: "us/states/co/districts/house/45"
+    rel: in-district
+    area_weight: 0.0941
+  - to: "us/states/co/districts/house/44"
+    rel: in-district
+    area_weight: 0.0741
+  - to: "us/states/co/districts/house/43"
+    rel: in-district
+    area_weight: 0.0249
+  - to: "us/states/co/districts/house/61"
+    rel: in-district
+    area_weight: 0.0051
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 38394 |
 | Bachelor's or higher | 219370 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 99% (congressional)
+- [CO Senate District 4](/us/states/co/districts/senate/4.md) — 71% (state senate)
+- [CO Senate District 30](/us/states/co/districts/senate/30.md) — 14% (state senate)
+- [CO Senate District 2](/us/states/co/districts/senate/2.md) — 14% (state senate)
+- [CO House District 39](/us/states/co/districts/house/39.md) — 80% (state house)
+- [CO House District 45](/us/states/co/districts/house/45.md) — 9% (state house)
+- [CO House District 44](/us/states/co/districts/house/44.md) — 7% (state house)
+- [CO House District 43](/us/states/co/districts/house/43.md) — 2% (state house)
+- [CO House District 61](/us/states/co/districts/house/61.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/eagle/index.md b/data/jurisdictions/us/states/co/counties/eagle/index.md
index c377f9072d..4b1f6bbdcf 100644
--- a/data/jurisdictions/us/states/co/counties/eagle/index.md
+++ b/data/jurisdictions/us/states/co/counties/eagle/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 102
   hispanic: 16757
   bachelors_plus: 27385
+districts:
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 0.7379
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.2618
+  - to: "us/states/co/districts/senate/8"
+    rel: in-district
+    area_weight: 0.8835
+  - to: "us/states/co/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1165
+  - to: "us/states/co/districts/house/26"
+    rel: in-district
+    area_weight: 0.8685
+  - to: "us/states/co/districts/house/57"
+    rel: in-district
+    area_weight: 0.1314
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 16757 |
 | Bachelor's or higher | 27385 |
 
+## Districts
+
+- [CO-02](/us/states/co/districts/02.md) — 74% (congressional)
+- [CO-03](/us/states/co/districts/03.md) — 26% (congressional)
+- [CO Senate District 8](/us/states/co/districts/senate/8.md) — 88% (state senate)
+- [CO Senate District 5](/us/states/co/districts/senate/5.md) — 12% (state senate)
+- [CO House District 26](/us/states/co/districts/house/26.md) — 87% (state house)
+- [CO House District 57](/us/states/co/districts/house/57.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/el-paso/index.md b/data/jurisdictions/us/states/co/counties/el-paso/index.md
index dda4e76c65..041f07e6d7 100644
--- a/data/jurisdictions/us/states/co/counties/el-paso/index.md
+++ b/data/jurisdictions/us/states/co/counties/el-paso/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 7435
   hispanic: 139197
   bachelors_plus: 289821
+districts:
+  - to: "us/states/co/districts/05"
+    rel: in-district
+    area_weight: 0.6917
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.3075
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 0.657
+  - to: "us/states/co/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1859
+  - to: "us/states/co/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0926
+  - to: "us/states/co/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0411
+  - to: "us/states/co/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0233
+  - to: "us/states/co/districts/house/56"
+    rel: in-district
+    area_weight: 0.5745
+  - to: "us/states/co/districts/house/20"
+    rel: in-district
+    area_weight: 0.1469
+  - to: "us/states/co/districts/house/21"
+    rel: in-district
+    area_weight: 0.0957
+  - to: "us/states/co/districts/house/18"
+    rel: in-district
+    area_weight: 0.0854
+  - to: "us/states/co/districts/house/15"
+    rel: in-district
+    area_weight: 0.0413
+  - to: "us/states/co/districts/house/14"
+    rel: in-district
+    area_weight: 0.0201
+  - to: "us/states/co/districts/house/17"
+    rel: in-district
+    area_weight: 0.0164
+  - to: "us/states/co/districts/house/16"
+    rel: in-district
+    area_weight: 0.0116
+  - to: "us/states/co/districts/house/22"
+    rel: in-district
+    area_weight: 0.008
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 139197 |
 | Bachelor's or higher | 289821 |
 
+## Districts
+
+- [CO-05](/us/states/co/districts/05.md) — 69% (congressional)
+- [CO-04](/us/states/co/districts/04.md) — 31% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 66% (state senate)
+- [CO Senate District 12](/us/states/co/districts/senate/12.md) — 19% (state senate)
+- [CO Senate District 9](/us/states/co/districts/senate/9.md) — 9% (state senate)
+- [CO Senate District 11](/us/states/co/districts/senate/11.md) — 4% (state senate)
+- [CO Senate District 10](/us/states/co/districts/senate/10.md) — 2% (state senate)
+- [CO House District 56](/us/states/co/districts/house/56.md) — 57% (state house)
+- [CO House District 20](/us/states/co/districts/house/20.md) — 15% (state house)
+- [CO House District 21](/us/states/co/districts/house/21.md) — 10% (state house)
+- [CO House District 18](/us/states/co/districts/house/18.md) — 9% (state house)
+- [CO House District 15](/us/states/co/districts/house/15.md) — 4% (state house)
+- [CO House District 14](/us/states/co/districts/house/14.md) — 2% (state house)
+- [CO House District 17](/us/states/co/districts/house/17.md) — 2% (state house)
+- [CO House District 16](/us/states/co/districts/house/16.md) — 1% (state house)
+- [CO House District 22](/us/states/co/districts/house/22.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/elbert/index.md b/data/jurisdictions/us/states/co/counties/elbert/index.md
index 228a313e51..33ee75e44b 100644
--- a/data/jurisdictions/us/states/co/counties/elbert/index.md
+++ b/data/jurisdictions/us/states/co/counties/elbert/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 85
   hispanic: 2562
   bachelors_plus: 9470
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/56"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2562 |
 | Bachelor's or higher | 9470 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 56](/us/states/co/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/fremont/index.md b/data/jurisdictions/us/states/co/counties/fremont/index.md
index 346352bba5..b98e31bda5 100644
--- a/data/jurisdictions/us/states/co/counties/fremont/index.md
+++ b/data/jurisdictions/us/states/co/counties/fremont/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1029
   hispanic: 6546
   bachelors_plus: 10947
+districts:
+  - to: "us/states/co/districts/07"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/co/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/60"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6546 |
 | Bachelor's or higher | 10947 |
 
+## Districts
+
+- [CO-07](/us/states/co/districts/07.md) — 100% (congressional)
+- [CO Senate District 4](/us/states/co/districts/senate/4.md) — 100% (state senate)
+- [CO House District 60](/us/states/co/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/garfield/index.md b/data/jurisdictions/us/states/co/counties/garfield/index.md
index fad3de6140..10bdfd22cd 100644
--- a/data/jurisdictions/us/states/co/counties/garfield/index.md
+++ b/data/jurisdictions/us/states/co/counties/garfield/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 307
   hispanic: 20377
   bachelors_plus: 19229
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/senate/8"
+    rel: in-district
+    area_weight: 0.7811
+  - to: "us/states/co/districts/senate/5"
+    rel: in-district
+    area_weight: 0.2188
+  - to: "us/states/co/districts/house/57"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 20377 |
 | Bachelor's or higher | 19229 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 8](/us/states/co/districts/senate/8.md) — 78% (state senate)
+- [CO Senate District 5](/us/states/co/districts/senate/5.md) — 22% (state senate)
+- [CO House District 57](/us/states/co/districts/house/57.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/gilpin/index.md b/data/jurisdictions/us/states/co/counties/gilpin/index.md
index a550bfacef..804fb3d76b 100644
--- a/data/jurisdictions/us/states/co/counties/gilpin/index.md
+++ b/data/jurisdictions/us/states/co/counties/gilpin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 65
   hispanic: 436
   bachelors_plus: 3765
+districts:
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/49"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 436 |
 | Bachelor's or higher | 3765 |
 
+## Districts
+
+- [CO-02](/us/states/co/districts/02.md) — 100% (congressional)
+- [CO Senate District 8](/us/states/co/districts/senate/8.md) — 100% (state senate)
+- [CO House District 49](/us/states/co/districts/house/49.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/grand/index.md b/data/jurisdictions/us/states/co/counties/grand/index.md
index df7a48be27..9182453398 100644
--- a/data/jurisdictions/us/states/co/counties/grand/index.md
+++ b/data/jurisdictions/us/states/co/counties/grand/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 285
   hispanic: 1614
   bachelors_plus: 7160
+districts:
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/13"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1614 |
 | Bachelor's or higher | 7160 |
 
+## Districts
+
+- [CO-02](/us/states/co/districts/02.md) — 100% (congressional)
+- [CO Senate District 8](/us/states/co/districts/senate/8.md) — 100% (state senate)
+- [CO House District 13](/us/states/co/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/gunnison/index.md b/data/jurisdictions/us/states/co/counties/gunnison/index.md
index 01e8b609f8..7864b514e4 100644
--- a/data/jurisdictions/us/states/co/counties/gunnison/index.md
+++ b/data/jurisdictions/us/states/co/counties/gunnison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 108
   hispanic: 1727
   bachelors_plus: 9680
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/co/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/58"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1727 |
 | Bachelor's or higher | 9680 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 5](/us/states/co/districts/senate/5.md) — 100% (state senate)
+- [CO House District 58](/us/states/co/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/hinsdale/index.md b/data/jurisdictions/us/states/co/counties/hinsdale/index.md
index e70cd3fbad..9031f2284a 100644
--- a/data/jurisdictions/us/states/co/counties/hinsdale/index.md
+++ b/data/jurisdictions/us/states/co/counties/hinsdale/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 19
   bachelors_plus: 494
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/house/58"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 19 |
 | Bachelor's or higher | 494 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 5](/us/states/co/districts/senate/5.md) — 100% (state senate)
+- [CO House District 58](/us/states/co/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/huerfano/index.md b/data/jurisdictions/us/states/co/counties/huerfano/index.md
index c68e2b4d37..5232041980 100644
--- a/data/jurisdictions/us/states/co/counties/huerfano/index.md
+++ b/data/jurisdictions/us/states/co/counties/huerfano/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 146
   hispanic: 2136
   bachelors_plus: 2052
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/house/47"
+    rel: in-district
+    area_weight: 0.6267
+  - to: "us/states/co/districts/house/62"
+    rel: in-district
+    area_weight: 0.3732
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2136 |
 | Bachelor's or higher | 2052 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 47](/us/states/co/districts/house/47.md) — 63% (state house)
+- [CO House District 62](/us/states/co/districts/house/62.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/jackson/index.md b/data/jurisdictions/us/states/co/counties/jackson/index.md
index 068cb30236..f4aeefa327 100644
--- a/data/jurisdictions/us/states/co/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/co/counties/jackson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 144
   bachelors_plus: 528
+districts:
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/13"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 144 |
 | Bachelor's or higher | 528 |
 
+## Districts
+
+- [CO-02](/us/states/co/districts/02.md) — 100% (congressional)
+- [CO Senate District 8](/us/states/co/districts/senate/8.md) — 100% (state senate)
+- [CO House District 13](/us/states/co/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/jefferson/index.md b/data/jurisdictions/us/states/co/counties/jefferson/index.md
index bae5cdfdc8..86cf5db262 100644
--- a/data/jurisdictions/us/states/co/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/co/counties/jefferson/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 4226
   hispanic: 93302
   bachelors_plus: 305994
+districts:
+  - to: "us/states/co/districts/07"
+    rel: in-district
+    area_weight: 0.9297
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 0.0426
+  - to: "us/states/co/districts/06"
+    rel: in-district
+    area_weight: 0.0246
+  - to: "us/states/co/districts/senate/4"
+    rel: in-district
+    area_weight: 0.486
+  - to: "us/states/co/districts/senate/20"
+    rel: in-district
+    area_weight: 0.3556
+  - to: "us/states/co/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0674
+  - to: "us/states/co/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0656
+  - to: "us/states/co/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0252
+  - to: "us/states/co/districts/house/25"
+    rel: in-district
+    area_weight: 0.6034
+  - to: "us/states/co/districts/house/27"
+    rel: in-district
+    area_weight: 0.2354
+  - to: "us/states/co/districts/house/23"
+    rel: in-district
+    area_weight: 0.0376
+  - to: "us/states/co/districts/house/28"
+    rel: in-district
+    area_weight: 0.0373
+  - to: "us/states/co/districts/house/24"
+    rel: in-district
+    area_weight: 0.0328
+  - to: "us/states/co/districts/house/29"
+    rel: in-district
+    area_weight: 0.0252
+  - to: "us/states/co/districts/house/30"
+    rel: in-district
+    area_weight: 0.0229
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 93302 |
 | Bachelor's or higher | 305994 |
 
+## Districts
+
+- [CO-07](/us/states/co/districts/07.md) — 93% (congressional)
+- [CO-02](/us/states/co/districts/02.md) — 4% (congressional)
+- [CO-06](/us/states/co/districts/06.md) — 2% (congressional)
+- [CO Senate District 4](/us/states/co/districts/senate/4.md) — 49% (state senate)
+- [CO Senate District 20](/us/states/co/districts/senate/20.md) — 36% (state senate)
+- [CO Senate District 22](/us/states/co/districts/senate/22.md) — 7% (state senate)
+- [CO Senate District 19](/us/states/co/districts/senate/19.md) — 7% (state senate)
+- [CO Senate District 16](/us/states/co/districts/senate/16.md) — 3% (state senate)
+- [CO House District 25](/us/states/co/districts/house/25.md) — 60% (state house)
+- [CO House District 27](/us/states/co/districts/house/27.md) — 24% (state house)
+- [CO House District 23](/us/states/co/districts/house/23.md) — 4% (state house)
+- [CO House District 28](/us/states/co/districts/house/28.md) — 4% (state house)
+- [CO House District 24](/us/states/co/districts/house/24.md) — 3% (state house)
+- [CO House District 29](/us/states/co/districts/house/29.md) — 3% (state house)
+- [CO House District 30](/us/states/co/districts/house/30.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/kiowa/index.md b/data/jurisdictions/us/states/co/counties/kiowa/index.md
index cf1a904c23..b07d5a754b 100644
--- a/data/jurisdictions/us/states/co/counties/kiowa/index.md
+++ b/data/jurisdictions/us/states/co/counties/kiowa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 178
   bachelors_plus: 271
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/47"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 178 |
 | Bachelor's or higher | 271 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 47](/us/states/co/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/kit-carson/index.md b/data/jurisdictions/us/states/co/counties/kit-carson/index.md
index 2aa7f78515..7c4f0c287f 100644
--- a/data/jurisdictions/us/states/co/counties/kit-carson/index.md
+++ b/data/jurisdictions/us/states/co/counties/kit-carson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 52
   hispanic: 1418
   bachelors_plus: 1227
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/56"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1418 |
 | Bachelor's or higher | 1227 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 56](/us/states/co/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/la-plata/index.md b/data/jurisdictions/us/states/co/counties/la-plata/index.md
index c290c928dc..52d765f4f8 100644
--- a/data/jurisdictions/us/states/co/counties/la-plata/index.md
+++ b/data/jurisdictions/us/states/co/counties/la-plata/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2836
   hispanic: 7244
   bachelors_plus: 28331
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/59"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7244 |
 | Bachelor's or higher | 28331 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 59](/us/states/co/districts/house/59.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/lake/index.md b/data/jurisdictions/us/states/co/counties/lake/index.md
index 6583a84f9a..abe2a78ac7 100644
--- a/data/jurisdictions/us/states/co/counties/lake/index.md
+++ b/data/jurisdictions/us/states/co/counties/lake/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 35
   hispanic: 2423
   bachelors_plus: 3538
+districts:
+  - to: "us/states/co/districts/07"
+    rel: in-district
+    area_weight: 0.9955
+  - to: "us/states/co/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/co/districts/house/13"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2423 |
 | Bachelor's or higher | 3538 |
 
+## Districts
+
+- [CO-07](/us/states/co/districts/07.md) — 100% (congressional)
+- [CO Senate District 4](/us/states/co/districts/senate/4.md) — 100% (state senate)
+- [CO House District 13](/us/states/co/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/larimer/index.md b/data/jurisdictions/us/states/co/counties/larimer/index.md
index a595547701..809f560dff 100644
--- a/data/jurisdictions/us/states/co/counties/larimer/index.md
+++ b/data/jurisdictions/us/states/co/counties/larimer/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 1914
   hispanic: 47521
   bachelors_plus: 184562
+districts:
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 0.9316
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.0583
+  - to: "us/states/co/districts/08"
+    rel: in-district
+    area_weight: 0.01
+  - to: "us/states/co/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9342
+  - to: "us/states/co/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0357
+  - to: "us/states/co/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0298
+  - to: "us/states/co/districts/house/49"
+    rel: in-district
+    area_weight: 0.877
+  - to: "us/states/co/districts/house/65"
+    rel: in-district
+    area_weight: 0.0575
+  - to: "us/states/co/districts/house/51"
+    rel: in-district
+    area_weight: 0.0281
+  - to: "us/states/co/districts/house/52"
+    rel: in-district
+    area_weight: 0.0167
+  - to: "us/states/co/districts/house/53"
+    rel: in-district
+    area_weight: 0.0125
+  - to: "us/states/co/districts/house/64"
+    rel: in-district
+    area_weight: 0.0079
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 47521 |
 | Bachelor's or higher | 184562 |
 
+## Districts
+
+- [CO-02](/us/states/co/districts/02.md) — 93% (congressional)
+- [CO-04](/us/states/co/districts/04.md) — 6% (congressional)
+- [CO-08](/us/states/co/districts/08.md) — 1% (congressional)
+- [CO Senate District 15](/us/states/co/districts/senate/15.md) — 93% (state senate)
+- [CO Senate District 23](/us/states/co/districts/senate/23.md) — 4% (state senate)
+- [CO Senate District 14](/us/states/co/districts/senate/14.md) — 3% (state senate)
+- [CO House District 49](/us/states/co/districts/house/49.md) — 88% (state house)
+- [CO House District 65](/us/states/co/districts/house/65.md) — 6% (state house)
+- [CO House District 51](/us/states/co/districts/house/51.md) — 3% (state house)
+- [CO House District 52](/us/states/co/districts/house/52.md) — 2% (state house)
+- [CO House District 53](/us/states/co/districts/house/53.md) — 1% (state house)
+- [CO House District 64](/us/states/co/districts/house/64.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/las-animas/index.md b/data/jurisdictions/us/states/co/counties/las-animas/index.md
index d79bd8c38a..4d271b201b 100644
--- a/data/jurisdictions/us/states/co/counties/las-animas/index.md
+++ b/data/jurisdictions/us/states/co/counties/las-animas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 624
   hispanic: 5587
   bachelors_plus: 2665
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/47"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5587 |
 | Bachelor's or higher | 2665 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 47](/us/states/co/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/lincoln/index.md b/data/jurisdictions/us/states/co/counties/lincoln/index.md
index fc665e9352..639f5e1378 100644
--- a/data/jurisdictions/us/states/co/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/co/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 73
   hispanic: 845
   bachelors_plus: 1266
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/56"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 845 |
 | Bachelor's or higher | 1266 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 56](/us/states/co/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/logan/index.md b/data/jurisdictions/us/states/co/counties/logan/index.md
index 67fbd39bf2..3ae5b971e9 100644
--- a/data/jurisdictions/us/states/co/counties/logan/index.md
+++ b/data/jurisdictions/us/states/co/counties/logan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 146
   hispanic: 3596
   bachelors_plus: 4141
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/63"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3596 |
 | Bachelor's or higher | 4141 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 1](/us/states/co/districts/senate/1.md) — 100% (state senate)
+- [CO House District 63](/us/states/co/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/mesa/index.md b/data/jurisdictions/us/states/co/counties/mesa/index.md
index b9d4b3273f..4b7d1c949b 100644
--- a/data/jurisdictions/us/states/co/counties/mesa/index.md
+++ b/data/jurisdictions/us/states/co/counties/mesa/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1327
   hispanic: 24519
   bachelors_plus: 48372
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/54"
+    rel: in-district
+    area_weight: 0.9797
+  - to: "us/states/co/districts/house/55"
+    rel: in-district
+    area_weight: 0.0202
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 24519 |
 | Bachelor's or higher | 48372 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 7](/us/states/co/districts/senate/7.md) — 100% (state senate)
+- [CO House District 54](/us/states/co/districts/house/54.md) — 98% (state house)
+- [CO House District 55](/us/states/co/districts/house/55.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/mineral/index.md b/data/jurisdictions/us/states/co/counties/mineral/index.md
index 4fc4706244..f0f8400e92 100644
--- a/data/jurisdictions/us/states/co/counties/mineral/index.md
+++ b/data/jurisdictions/us/states/co/counties/mineral/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 46
   bachelors_plus: 424
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/62"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 46 |
 | Bachelor's or higher | 424 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 62](/us/states/co/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/moffat/index.md b/data/jurisdictions/us/states/co/counties/moffat/index.md
index d34442da7f..0e2e398cbe 100644
--- a/data/jurisdictions/us/states/co/counties/moffat/index.md
+++ b/data/jurisdictions/us/states/co/counties/moffat/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 93
   hispanic: 2218
   bachelors_plus: 2284
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/26"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2218 |
 | Bachelor's or higher | 2284 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 8](/us/states/co/districts/senate/8.md) — 100% (state senate)
+- [CO House District 26](/us/states/co/districts/house/26.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/montezuma/index.md b/data/jurisdictions/us/states/co/counties/montezuma/index.md
index 9fec056b20..fac27c4631 100644
--- a/data/jurisdictions/us/states/co/counties/montezuma/index.md
+++ b/data/jurisdictions/us/states/co/counties/montezuma/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2797
   hispanic: 3302
   bachelors_plus: 8594
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/59"
+    rel: in-district
+    area_weight: 0.7471
+  - to: "us/states/co/districts/house/58"
+    rel: in-district
+    area_weight: 0.2527
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3302 |
 | Bachelor's or higher | 8594 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 59](/us/states/co/districts/house/59.md) — 75% (state house)
+- [CO House District 58](/us/states/co/districts/house/58.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/montrose/index.md b/data/jurisdictions/us/states/co/counties/montrose/index.md
index fc09ea5726..8fb23f460b 100644
--- a/data/jurisdictions/us/states/co/counties/montrose/index.md
+++ b/data/jurisdictions/us/states/co/counties/montrose/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 527
   hispanic: 9427
   bachelors_plus: 12685
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.7217
+  - to: "us/states/co/districts/senate/5"
+    rel: in-district
+    area_weight: 0.2781
+  - to: "us/states/co/districts/house/58"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 9427 |
 | Bachelor's or higher | 12685 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 72% (state senate)
+- [CO Senate District 5](/us/states/co/districts/senate/5.md) — 28% (state senate)
+- [CO House District 58](/us/states/co/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/morgan/index.md b/data/jurisdictions/us/states/co/counties/morgan/index.md
index 43d2e4138f..c88f6a8dea 100644
--- a/data/jurisdictions/us/states/co/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/co/counties/morgan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 661
   hispanic: 11348
   bachelors_plus: 4761
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/63"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 11348 |
 | Bachelor's or higher | 4761 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 1](/us/states/co/districts/senate/1.md) — 100% (state senate)
+- [CO House District 63](/us/states/co/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/otero/index.md b/data/jurisdictions/us/states/co/counties/otero/index.md
index 1fcf688550..67cd74c383 100644
--- a/data/jurisdictions/us/states/co/counties/otero/index.md
+++ b/data/jurisdictions/us/states/co/counties/otero/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 390
   hispanic: 7695
   bachelors_plus: 3158
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9963
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/47"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7695 |
 | Bachelor's or higher | 3158 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 47](/us/states/co/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/ouray/index.md b/data/jurisdictions/us/states/co/counties/ouray/index.md
index 86caf01c3d..c4d050fd55 100644
--- a/data/jurisdictions/us/states/co/counties/ouray/index.md
+++ b/data/jurisdictions/us/states/co/counties/ouray/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 308
   bachelors_plus: 3291
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/house/58"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 308 |
 | Bachelor's or higher | 3291 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 58](/us/states/co/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/park/index.md b/data/jurisdictions/us/states/co/counties/park/index.md
index dd1e4f7c0c..80a70a78ec 100644
--- a/data/jurisdictions/us/states/co/counties/park/index.md
+++ b/data/jurisdictions/us/states/co/counties/park/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 71
   hispanic: 1366
   bachelors_plus: 8290
+districts:
+  - to: "us/states/co/districts/07"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/co/districts/senate/4"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/13"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1366 |
 | Bachelor's or higher | 8290 |
 
+## Districts
+
+- [CO-07](/us/states/co/districts/07.md) — 100% (congressional)
+- [CO Senate District 4](/us/states/co/districts/senate/4.md) — 100% (state senate)
+- [CO House District 13](/us/states/co/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/phillips/index.md b/data/jurisdictions/us/states/co/counties/phillips/index.md
index b20be1a7c5..f15b31c458 100644
--- a/data/jurisdictions/us/states/co/counties/phillips/index.md
+++ b/data/jurisdictions/us/states/co/counties/phillips/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 72
   hispanic: 1298
   bachelors_plus: 1336
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/63"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1298 |
 | Bachelor's or higher | 1336 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 1](/us/states/co/districts/senate/1.md) — 100% (state senate)
+- [CO House District 63](/us/states/co/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/pitkin/index.md b/data/jurisdictions/us/states/co/counties/pitkin/index.md
index e1c3e0002f..d55e3b4311 100644
--- a/data/jurisdictions/us/states/co/counties/pitkin/index.md
+++ b/data/jurisdictions/us/states/co/counties/pitkin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 52
   hispanic: 1935
   bachelors_plus: 12168
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/co/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/57"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1935 |
 | Bachelor's or higher | 12168 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 5](/us/states/co/districts/senate/5.md) — 100% (state senate)
+- [CO House District 57](/us/states/co/districts/house/57.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/prowers/index.md b/data/jurisdictions/us/states/co/counties/prowers/index.md
index bbc522e383..9234d656e9 100644
--- a/data/jurisdictions/us/states/co/counties/prowers/index.md
+++ b/data/jurisdictions/us/states/co/counties/prowers/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 175
   hispanic: 4829
   bachelors_plus: 2109
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/35"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/47"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4829 |
 | Bachelor's or higher | 2109 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 35](/us/states/co/districts/senate/35.md) — 100% (state senate)
+- [CO House District 47](/us/states/co/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/pueblo/index.md b/data/jurisdictions/us/states/co/counties/pueblo/index.md
index 26e12f53c4..64a3074b33 100644
--- a/data/jurisdictions/us/states/co/counties/pueblo/index.md
+++ b/data/jurisdictions/us/states/co/counties/pueblo/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 2968
   hispanic: 71367
   bachelors_plus: 41167
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/house/47"
+    rel: in-district
+    area_weight: 0.5836
+  - to: "us/states/co/districts/house/46"
+    rel: in-district
+    area_weight: 0.2815
+  - to: "us/states/co/districts/house/60"
+    rel: in-district
+    area_weight: 0.0786
+  - to: "us/states/co/districts/house/62"
+    rel: in-district
+    area_weight: 0.0563
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 71367 |
 | Bachelor's or higher | 41167 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 3](/us/states/co/districts/senate/3.md) — 100% (state senate)
+- [CO House District 47](/us/states/co/districts/house/47.md) — 58% (state house)
+- [CO House District 46](/us/states/co/districts/house/46.md) — 28% (state house)
+- [CO House District 60](/us/states/co/districts/house/60.md) — 8% (state house)
+- [CO House District 62](/us/states/co/districts/house/62.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/rio-blanco/index.md b/data/jurisdictions/us/states/co/counties/rio-blanco/index.md
index 66ef78bd08..1ffb955b4e 100644
--- a/data/jurisdictions/us/states/co/counties/rio-blanco/index.md
+++ b/data/jurisdictions/us/states/co/counties/rio-blanco/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 41
   hispanic: 709
   bachelors_plus: 1434
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/26"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 709 |
 | Bachelor's or higher | 1434 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 8](/us/states/co/districts/senate/8.md) — 100% (state senate)
+- [CO House District 26](/us/states/co/districts/house/26.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/rio-grande/index.md b/data/jurisdictions/us/states/co/counties/rio-grande/index.md
index 16afb3995b..ecbd165865 100644
--- a/data/jurisdictions/us/states/co/counties/rio-grande/index.md
+++ b/data/jurisdictions/us/states/co/counties/rio-grande/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 395
   hispanic: 4607
   bachelors_plus: 3817
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/62"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4607 |
 | Bachelor's or higher | 3817 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 62](/us/states/co/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/routt/index.md b/data/jurisdictions/us/states/co/counties/routt/index.md
index 82545dd4ea..26f442c9d6 100644
--- a/data/jurisdictions/us/states/co/counties/routt/index.md
+++ b/data/jurisdictions/us/states/co/counties/routt/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 165
   hispanic: 2267
   bachelors_plus: 14253
+districts:
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/co/districts/senate/8"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/26"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2267 |
 | Bachelor's or higher | 14253 |
 
+## Districts
+
+- [CO-02](/us/states/co/districts/02.md) — 100% (congressional)
+- [CO Senate District 8](/us/states/co/districts/senate/8.md) — 100% (state senate)
+- [CO House District 26](/us/states/co/districts/house/26.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/saguache/index.md b/data/jurisdictions/us/states/co/counties/saguache/index.md
index e2425083f6..ffa5c0c7ec 100644
--- a/data/jurisdictions/us/states/co/counties/saguache/index.md
+++ b/data/jurisdictions/us/states/co/counties/saguache/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 38
   hispanic: 2422
   bachelors_plus: 2376
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/co/districts/house/62"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2422 |
 | Bachelor's or higher | 2376 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 62](/us/states/co/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/san-juan/index.md b/data/jurisdictions/us/states/co/counties/san-juan/index.md
index cc78f3dabc..6844db616e 100644
--- a/data/jurisdictions/us/states/co/counties/san-juan/index.md
+++ b/data/jurisdictions/us/states/co/counties/san-juan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 132
   bachelors_plus: 421
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/house/59"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 132 |
 | Bachelor's or higher | 421 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 59](/us/states/co/districts/house/59.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/san-miguel/index.md b/data/jurisdictions/us/states/co/counties/san-miguel/index.md
index df78bd366d..9941322cb2 100644
--- a/data/jurisdictions/us/states/co/counties/san-miguel/index.md
+++ b/data/jurisdictions/us/states/co/counties/san-miguel/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 931
   bachelors_plus: 5218
+districts:
+  - to: "us/states/co/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/house/58"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 931 |
 | Bachelor's or higher | 5218 |
 
+## Districts
+
+- [CO-03](/us/states/co/districts/03.md) — 100% (congressional)
+- [CO Senate District 6](/us/states/co/districts/senate/6.md) — 100% (state senate)
+- [CO House District 58](/us/states/co/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/sedgwick/index.md b/data/jurisdictions/us/states/co/counties/sedgwick/index.md
index 854b11f3ca..59e47f403e 100644
--- a/data/jurisdictions/us/states/co/counties/sedgwick/index.md
+++ b/data/jurisdictions/us/states/co/counties/sedgwick/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 446
   bachelors_plus: 575
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/co/districts/house/63"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 446 |
 | Bachelor's or higher | 575 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 1](/us/states/co/districts/senate/1.md) — 100% (state senate)
+- [CO House District 63](/us/states/co/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/summit/index.md b/data/jurisdictions/us/states/co/counties/summit/index.md
index f772dbda3e..a263f5fd58 100644
--- a/data/jurisdictions/us/states/co/counties/summit/index.md
+++ b/data/jurisdictions/us/states/co/counties/summit/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 112
   hispanic: 5334
   bachelors_plus: 18314
+districts:
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/co/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/13"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5334 |
 | Bachelor's or higher | 18314 |
 
+## Districts
+
+- [CO-02](/us/states/co/districts/02.md) — 100% (congressional)
+- [CO Senate District 8](/us/states/co/districts/senate/8.md) — 100% (state senate)
+- [CO House District 13](/us/states/co/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/teller/index.md b/data/jurisdictions/us/states/co/counties/teller/index.md
index 51fb952d1c..a2359fba5d 100644
--- a/data/jurisdictions/us/states/co/counties/teller/index.md
+++ b/data/jurisdictions/us/states/co/counties/teller/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 47
   hispanic: 1919
   bachelors_plus: 10560
+districts:
+  - to: "us/states/co/districts/07"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/co/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/co/districts/house/60"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1919 |
 | Bachelor's or higher | 10560 |
 
+## Districts
+
+- [CO-07](/us/states/co/districts/07.md) — 100% (congressional)
+- [CO Senate District 4](/us/states/co/districts/senate/4.md) — 100% (state senate)
+- [CO House District 60](/us/states/co/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/washington/index.md b/data/jurisdictions/us/states/co/counties/washington/index.md
index 30d0efd7cb..d2b7087515 100644
--- a/data/jurisdictions/us/states/co/counties/washington/index.md
+++ b/data/jurisdictions/us/states/co/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 30
   hispanic: 569
   bachelors_plus: 1106
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/co/districts/house/63"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 569 |
 | Bachelor's or higher | 1106 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 1](/us/states/co/districts/senate/1.md) — 100% (state senate)
+- [CO House District 63](/us/states/co/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/weld/index.md b/data/jurisdictions/us/states/co/counties/weld/index.md
index c03f9ee67c..4a19c48171 100644
--- a/data/jurisdictions/us/states/co/counties/weld/index.md
+++ b/data/jurisdictions/us/states/co/counties/weld/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 4118
   hispanic: 118337
   bachelors_plus: 113601
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.8027
+  - to: "us/states/co/districts/08"
+    rel: in-district
+    area_weight: 0.1869
+  - to: "us/states/co/districts/02"
+    rel: in-district
+    area_weight: 0.0102
+  - to: "us/states/co/districts/senate/1"
+    rel: in-district
+    area_weight: 0.8745
+  - to: "us/states/co/districts/senate/23"
+    rel: in-district
+    area_weight: 0.08
+  - to: "us/states/co/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0386
+  - to: "us/states/co/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0068
+  - to: "us/states/co/districts/house/63"
+    rel: in-district
+    area_weight: 0.7746
+  - to: "us/states/co/districts/house/48"
+    rel: in-district
+    area_weight: 0.119
+  - to: "us/states/co/districts/house/64"
+    rel: in-district
+    area_weight: 0.0412
+  - to: "us/states/co/districts/house/65"
+    rel: in-district
+    area_weight: 0.0293
+  - to: "us/states/co/districts/house/19"
+    rel: in-district
+    area_weight: 0.0278
+  - to: "us/states/co/districts/house/50"
+    rel: in-district
+    area_weight: 0.0079
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 118337 |
 | Bachelor's or higher | 113601 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 80% (congressional)
+- [CO-08](/us/states/co/districts/08.md) — 19% (congressional)
+- [CO-02](/us/states/co/districts/02.md) — 1% (congressional)
+- [CO Senate District 1](/us/states/co/districts/senate/1.md) — 87% (state senate)
+- [CO Senate District 23](/us/states/co/districts/senate/23.md) — 8% (state senate)
+- [CO Senate District 13](/us/states/co/districts/senate/13.md) — 4% (state senate)
+- [CO Senate District 17](/us/states/co/districts/senate/17.md) — 1% (state senate)
+- [CO House District 63](/us/states/co/districts/house/63.md) — 77% (state house)
+- [CO House District 48](/us/states/co/districts/house/48.md) — 12% (state house)
+- [CO House District 64](/us/states/co/districts/house/64.md) — 4% (state house)
+- [CO House District 65](/us/states/co/districts/house/65.md) — 3% (state house)
+- [CO House District 19](/us/states/co/districts/house/19.md) — 3% (state house)
+- [CO House District 50](/us/states/co/districts/house/50.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/counties/yuma/index.md b/data/jurisdictions/us/states/co/counties/yuma/index.md
index 1be1689d8b..f795cfe132 100644
--- a/data/jurisdictions/us/states/co/counties/yuma/index.md
+++ b/data/jurisdictions/us/states/co/counties/yuma/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 75
   hispanic: 3021
   bachelors_plus: 2251
+districts:
+  - to: "us/states/co/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/co/districts/house/63"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, co]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3021 |
 | Bachelor's or higher | 2251 |
 
+## Districts
+
+- [CO-04](/us/states/co/districts/04.md) — 100% (congressional)
+- [CO Senate District 1](/us/states/co/districts/senate/1.md) — 100% (state senate)
+- [CO House District 63](/us/states/co/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/co/districts/01.md b/data/jurisdictions/us/states/co/districts/01.md
index 3b1c97e451..5f0fda635e 100644
--- a/data/jurisdictions/us/states/co/districts/01.md
+++ b/data/jurisdictions/us/states/co/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 322177
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, co]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/co/districts/02.md b/data/jurisdictions/us/states/co/districts/02.md
index 4ed8b5def9..187b21637e 100644
--- a/data/jurisdictions/us/states/co/districts/02.md
+++ b/data/jurisdictions/us/states/co/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 320529
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, co]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/co/districts/03.md b/data/jurisdictions/us/states/co/districts/03.md
new file mode 100644
index 0000000000..7258e46851
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/03.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CO-03"
+classification: congressional-district
+state: "CO"
+district: "CO-03"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO-03
+
+Congressional district CO-03.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/04.md b/data/jurisdictions/us/states/co/districts/04.md
new file mode 100644
index 0000000000..b4c2ee169c
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/04.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CO-04"
+classification: congressional-district
+state: "CO"
+district: "CO-04"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO-04
+
+Congressional district CO-04.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/05.md b/data/jurisdictions/us/states/co/districts/05.md
new file mode 100644
index 0000000000..b7b3d2e158
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/05.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CO-05"
+classification: congressional-district
+state: "CO"
+district: "CO-05"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO-05
+
+Congressional district CO-05.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/06.md b/data/jurisdictions/us/states/co/districts/06.md
new file mode 100644
index 0000000000..f1161d4fdc
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/06.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CO-06"
+classification: congressional-district
+state: "CO"
+district: "CO-06"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO-06
+
+Congressional district CO-06.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/07.md b/data/jurisdictions/us/states/co/districts/07.md
new file mode 100644
index 0000000000..6f6d7e869b
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/07.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CO-07"
+classification: congressional-district
+state: "CO"
+district: "CO-07"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO-07
+
+Congressional district CO-07.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/08.md b/data/jurisdictions/us/states/co/districts/08.md
new file mode 100644
index 0000000000..41919dee65
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/08.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CO-08"
+classification: congressional-district
+state: "CO"
+district: "CO-08"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO-08
+
+Congressional district CO-08.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/1.md b/data/jurisdictions/us/states/co/districts/house/1.md
new file mode 100644
index 0000000000..19f58d95ad
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 1"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 1
+
+State House district 1 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/10.md b/data/jurisdictions/us/states/co/districts/house/10.md
new file mode 100644
index 0000000000..fe392f7ff2
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 10"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 10
+
+State House district 10 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/11.md b/data/jurisdictions/us/states/co/districts/house/11.md
new file mode 100644
index 0000000000..a101b724f6
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 11"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 11
+
+State House district 11 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/12.md b/data/jurisdictions/us/states/co/districts/house/12.md
new file mode 100644
index 0000000000..4309151a75
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 12"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 12
+
+State House district 12 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/13.md b/data/jurisdictions/us/states/co/districts/house/13.md
new file mode 100644
index 0000000000..fcd2d8c886
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 13"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 13
+
+State House district 13 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/14.md b/data/jurisdictions/us/states/co/districts/house/14.md
new file mode 100644
index 0000000000..9ed9a33377
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 14"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 14
+
+State House district 14 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/15.md b/data/jurisdictions/us/states/co/districts/house/15.md
new file mode 100644
index 0000000000..f66cfb35ab
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 15"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 15
+
+State House district 15 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/16.md b/data/jurisdictions/us/states/co/districts/house/16.md
new file mode 100644
index 0000000000..b599ee55ea
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 16"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 16
+
+State House district 16 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/17.md b/data/jurisdictions/us/states/co/districts/house/17.md
new file mode 100644
index 0000000000..b2b6db3ecf
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 17"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 17
+
+State House district 17 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/18.md b/data/jurisdictions/us/states/co/districts/house/18.md
new file mode 100644
index 0000000000..5a7c89c8ba
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 18"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 18
+
+State House district 18 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/19.md b/data/jurisdictions/us/states/co/districts/house/19.md
new file mode 100644
index 0000000000..b97bffc7b9
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 19"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 19
+
+State House district 19 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/2.md b/data/jurisdictions/us/states/co/districts/house/2.md
new file mode 100644
index 0000000000..e1a3a9d22c
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 2"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 2
+
+State House district 2 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/20.md b/data/jurisdictions/us/states/co/districts/house/20.md
new file mode 100644
index 0000000000..dfe723d86a
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 20"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 20
+
+State House district 20 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/21.md b/data/jurisdictions/us/states/co/districts/house/21.md
new file mode 100644
index 0000000000..8fd096977e
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 21"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 21
+
+State House district 21 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/22.md b/data/jurisdictions/us/states/co/districts/house/22.md
new file mode 100644
index 0000000000..64c92ddf7e
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 22"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 22
+
+State House district 22 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/23.md b/data/jurisdictions/us/states/co/districts/house/23.md
new file mode 100644
index 0000000000..b375df85cd
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 23"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 23
+
+State House district 23 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/24.md b/data/jurisdictions/us/states/co/districts/house/24.md
new file mode 100644
index 0000000000..090e4e11c6
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 24"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 24
+
+State House district 24 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/25.md b/data/jurisdictions/us/states/co/districts/house/25.md
new file mode 100644
index 0000000000..f42613f97d
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 25"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 25
+
+State House district 25 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/26.md b/data/jurisdictions/us/states/co/districts/house/26.md
new file mode 100644
index 0000000000..efccd54e2f
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 26"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 26
+
+State House district 26 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/27.md b/data/jurisdictions/us/states/co/districts/house/27.md
new file mode 100644
index 0000000000..3c65fbfee3
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 27"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 27
+
+State House district 27 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/28.md b/data/jurisdictions/us/states/co/districts/house/28.md
new file mode 100644
index 0000000000..4c5d18578b
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 28"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 28
+
+State House district 28 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/29.md b/data/jurisdictions/us/states/co/districts/house/29.md
new file mode 100644
index 0000000000..97892064cf
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 29"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 29
+
+State House district 29 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/3.md b/data/jurisdictions/us/states/co/districts/house/3.md
new file mode 100644
index 0000000000..f9332f7ff9
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 3"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 3
+
+State House district 3 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/30.md b/data/jurisdictions/us/states/co/districts/house/30.md
new file mode 100644
index 0000000000..20985b22ee
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 30"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 30
+
+State House district 30 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/31.md b/data/jurisdictions/us/states/co/districts/house/31.md
new file mode 100644
index 0000000000..8818da81e9
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 31"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 31
+
+State House district 31 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/32.md b/data/jurisdictions/us/states/co/districts/house/32.md
new file mode 100644
index 0000000000..c9e3018ee4
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 32"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 32
+
+State House district 32 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/33.md b/data/jurisdictions/us/states/co/districts/house/33.md
new file mode 100644
index 0000000000..fe09931f13
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 33"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 33
+
+State House district 33 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/34.md b/data/jurisdictions/us/states/co/districts/house/34.md
new file mode 100644
index 0000000000..d27e7b8469
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 34"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 34
+
+State House district 34 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/35.md b/data/jurisdictions/us/states/co/districts/house/35.md
new file mode 100644
index 0000000000..777ac7b0f4
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 35"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 35
+
+State House district 35 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/36.md b/data/jurisdictions/us/states/co/districts/house/36.md
new file mode 100644
index 0000000000..7c8254bb68
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 36"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 36
+
+State House district 36 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/37.md b/data/jurisdictions/us/states/co/districts/house/37.md
new file mode 100644
index 0000000000..422781997d
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 37"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 37
+
+State House district 37 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/38.md b/data/jurisdictions/us/states/co/districts/house/38.md
new file mode 100644
index 0000000000..fe36018d6c
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 38"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 38
+
+State House district 38 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/39.md b/data/jurisdictions/us/states/co/districts/house/39.md
new file mode 100644
index 0000000000..c9ce4e1c4e
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 39"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 39
+
+State House district 39 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/4.md b/data/jurisdictions/us/states/co/districts/house/4.md
new file mode 100644
index 0000000000..63053031e7
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 4"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 4
+
+State House district 4 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/40.md b/data/jurisdictions/us/states/co/districts/house/40.md
new file mode 100644
index 0000000000..b72bb108dc
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 40"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 40
+
+State House district 40 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/41.md b/data/jurisdictions/us/states/co/districts/house/41.md
new file mode 100644
index 0000000000..e893b12e74
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 41"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 41
+
+State House district 41 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/42.md b/data/jurisdictions/us/states/co/districts/house/42.md
new file mode 100644
index 0000000000..2a216231a5
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 42"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 42
+
+State House district 42 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/43.md b/data/jurisdictions/us/states/co/districts/house/43.md
new file mode 100644
index 0000000000..b13eb41ea0
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 43"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 43
+
+State House district 43 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/44.md b/data/jurisdictions/us/states/co/districts/house/44.md
new file mode 100644
index 0000000000..538b6b5451
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 44"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 44
+
+State House district 44 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/45.md b/data/jurisdictions/us/states/co/districts/house/45.md
new file mode 100644
index 0000000000..587a0f6590
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 45"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 45
+
+State House district 45 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/46.md b/data/jurisdictions/us/states/co/districts/house/46.md
new file mode 100644
index 0000000000..9d39271180
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 46"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 46
+
+State House district 46 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/47.md b/data/jurisdictions/us/states/co/districts/house/47.md
new file mode 100644
index 0000000000..cc58e8e8a3
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 47"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 47
+
+State House district 47 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/48.md b/data/jurisdictions/us/states/co/districts/house/48.md
new file mode 100644
index 0000000000..8028c6b830
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 48"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 48
+
+State House district 48 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/49.md b/data/jurisdictions/us/states/co/districts/house/49.md
new file mode 100644
index 0000000000..36f3c24d60
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 49"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 49
+
+State House district 49 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/5.md b/data/jurisdictions/us/states/co/districts/house/5.md
new file mode 100644
index 0000000000..d15ccd9557
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 5"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 5
+
+State House district 5 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/50.md b/data/jurisdictions/us/states/co/districts/house/50.md
new file mode 100644
index 0000000000..48952ef0e7
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 50"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 50
+
+State House district 50 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/51.md b/data/jurisdictions/us/states/co/districts/house/51.md
new file mode 100644
index 0000000000..7c93341815
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 51"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 51
+
+State House district 51 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/52.md b/data/jurisdictions/us/states/co/districts/house/52.md
new file mode 100644
index 0000000000..996110a461
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 52"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 52
+
+State House district 52 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/53.md b/data/jurisdictions/us/states/co/districts/house/53.md
new file mode 100644
index 0000000000..90fd801a43
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 53"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 53
+
+State House district 53 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/54.md b/data/jurisdictions/us/states/co/districts/house/54.md
new file mode 100644
index 0000000000..f7685622f3
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 54"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 54
+
+State House district 54 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/55.md b/data/jurisdictions/us/states/co/districts/house/55.md
new file mode 100644
index 0000000000..cebbde1b17
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 55"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 55
+
+State House district 55 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/56.md b/data/jurisdictions/us/states/co/districts/house/56.md
new file mode 100644
index 0000000000..b51ef3076c
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 56"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 56
+
+State House district 56 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/57.md b/data/jurisdictions/us/states/co/districts/house/57.md
new file mode 100644
index 0000000000..9e9908d54d
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 57"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 57
+
+State House district 57 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/58.md b/data/jurisdictions/us/states/co/districts/house/58.md
new file mode 100644
index 0000000000..d66b634967
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 58"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 58
+
+State House district 58 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/59.md b/data/jurisdictions/us/states/co/districts/house/59.md
new file mode 100644
index 0000000000..252f4350e9
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 59"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 59
+
+State House district 59 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/6.md b/data/jurisdictions/us/states/co/districts/house/6.md
new file mode 100644
index 0000000000..7f1791ba75
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 6"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 6
+
+State House district 6 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/60.md b/data/jurisdictions/us/states/co/districts/house/60.md
new file mode 100644
index 0000000000..51d36e7fe9
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 60"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 60
+
+State House district 60 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/61.md b/data/jurisdictions/us/states/co/districts/house/61.md
new file mode 100644
index 0000000000..b28b1a880c
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 61"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 61
+
+State House district 61 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/62.md b/data/jurisdictions/us/states/co/districts/house/62.md
new file mode 100644
index 0000000000..10a64495d9
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 62"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 62
+
+State House district 62 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/63.md b/data/jurisdictions/us/states/co/districts/house/63.md
new file mode 100644
index 0000000000..ae89a21aae
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 63"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 63
+
+State House district 63 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/64.md b/data/jurisdictions/us/states/co/districts/house/64.md
new file mode 100644
index 0000000000..233ec872b4
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 64"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 64
+
+State House district 64 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/65.md b/data/jurisdictions/us/states/co/districts/house/65.md
new file mode 100644
index 0000000000..bdb6eda1ee
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 65"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 65
+
+State House district 65 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/7.md b/data/jurisdictions/us/states/co/districts/house/7.md
new file mode 100644
index 0000000000..2d85f80d2c
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 7"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 7
+
+State House district 7 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/8.md b/data/jurisdictions/us/states/co/districts/house/8.md
new file mode 100644
index 0000000000..81c9011365
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 8"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 8
+
+State House district 8 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/house/9.md b/data/jurisdictions/us/states/co/districts/house/9.md
new file mode 100644
index 0000000000..5837eedb69
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO House District 9"
+classification: state-house-district
+state: "CO"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO House District 9
+
+State House district 9 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/1.md b/data/jurisdictions/us/states/co/districts/senate/1.md
new file mode 100644
index 0000000000..47f0774495
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 1"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 1
+
+State Senate district 1 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/10.md b/data/jurisdictions/us/states/co/districts/senate/10.md
new file mode 100644
index 0000000000..78581ac0e8
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 10"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 10
+
+State Senate district 10 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/11.md b/data/jurisdictions/us/states/co/districts/senate/11.md
new file mode 100644
index 0000000000..4c276e82fd
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 11"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 11
+
+State Senate district 11 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/12.md b/data/jurisdictions/us/states/co/districts/senate/12.md
new file mode 100644
index 0000000000..eac6d23863
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 12"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 12
+
+State Senate district 12 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/13.md b/data/jurisdictions/us/states/co/districts/senate/13.md
new file mode 100644
index 0000000000..f1800d051e
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 13"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 13
+
+State Senate district 13 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/14.md b/data/jurisdictions/us/states/co/districts/senate/14.md
new file mode 100644
index 0000000000..1a1bc6083d
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 14"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 14
+
+State Senate district 14 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/15.md b/data/jurisdictions/us/states/co/districts/senate/15.md
new file mode 100644
index 0000000000..790dc465b6
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 15"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 15
+
+State Senate district 15 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/16.md b/data/jurisdictions/us/states/co/districts/senate/16.md
new file mode 100644
index 0000000000..bb13bc242d
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 16"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 16
+
+State Senate district 16 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/17.md b/data/jurisdictions/us/states/co/districts/senate/17.md
new file mode 100644
index 0000000000..0a7e544964
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 17"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 17
+
+State Senate district 17 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/18.md b/data/jurisdictions/us/states/co/districts/senate/18.md
new file mode 100644
index 0000000000..2aa5f5a946
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 18"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 18
+
+State Senate district 18 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/19.md b/data/jurisdictions/us/states/co/districts/senate/19.md
new file mode 100644
index 0000000000..572094292f
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 19"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 19
+
+State Senate district 19 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/2.md b/data/jurisdictions/us/states/co/districts/senate/2.md
new file mode 100644
index 0000000000..76c7b582dc
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 2"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 2
+
+State Senate district 2 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/20.md b/data/jurisdictions/us/states/co/districts/senate/20.md
new file mode 100644
index 0000000000..27354e8ed4
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 20"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 20
+
+State Senate district 20 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/22.md b/data/jurisdictions/us/states/co/districts/senate/22.md
new file mode 100644
index 0000000000..8162840c65
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 22"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 22
+
+State Senate district 22 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/23.md b/data/jurisdictions/us/states/co/districts/senate/23.md
new file mode 100644
index 0000000000..b14f7d59de
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 23"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 23
+
+State Senate district 23 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/24.md b/data/jurisdictions/us/states/co/districts/senate/24.md
new file mode 100644
index 0000000000..81bda02b32
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 24"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 24
+
+State Senate district 24 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/25.md b/data/jurisdictions/us/states/co/districts/senate/25.md
new file mode 100644
index 0000000000..1294db4f39
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 25"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 25
+
+State Senate district 25 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/26.md b/data/jurisdictions/us/states/co/districts/senate/26.md
new file mode 100644
index 0000000000..175ca05f8e
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 26"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 26
+
+State Senate district 26 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/27.md b/data/jurisdictions/us/states/co/districts/senate/27.md
new file mode 100644
index 0000000000..3940758659
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 27"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 27
+
+State Senate district 27 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/28.md b/data/jurisdictions/us/states/co/districts/senate/28.md
new file mode 100644
index 0000000000..351ae9be52
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 28"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 28
+
+State Senate district 28 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/29.md b/data/jurisdictions/us/states/co/districts/senate/29.md
new file mode 100644
index 0000000000..04f1ec2787
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 29"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 29
+
+State Senate district 29 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/3.md b/data/jurisdictions/us/states/co/districts/senate/3.md
new file mode 100644
index 0000000000..4c802befe0
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 3"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 3
+
+State Senate district 3 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/30.md b/data/jurisdictions/us/states/co/districts/senate/30.md
new file mode 100644
index 0000000000..38702f16d9
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 30"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 30
+
+State Senate district 30 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/31.md b/data/jurisdictions/us/states/co/districts/senate/31.md
new file mode 100644
index 0000000000..c5c450dda5
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 31"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 31
+
+State Senate district 31 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/32.md b/data/jurisdictions/us/states/co/districts/senate/32.md
new file mode 100644
index 0000000000..e4dbba2c14
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 32"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 32
+
+State Senate district 32 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/33.md b/data/jurisdictions/us/states/co/districts/senate/33.md
new file mode 100644
index 0000000000..399cbbe596
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 33"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 33
+
+State Senate district 33 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/34.md b/data/jurisdictions/us/states/co/districts/senate/34.md
new file mode 100644
index 0000000000..4c6f7b79b9
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 34"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 34
+
+State Senate district 34 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/35.md b/data/jurisdictions/us/states/co/districts/senate/35.md
new file mode 100644
index 0000000000..4c4954b462
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 35"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 35
+
+State Senate district 35 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/4.md b/data/jurisdictions/us/states/co/districts/senate/4.md
new file mode 100644
index 0000000000..a56d080497
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 4"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 4
+
+State Senate district 4 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/5.md b/data/jurisdictions/us/states/co/districts/senate/5.md
new file mode 100644
index 0000000000..cf87e2f46f
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 5"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 5
+
+State Senate district 5 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/6.md b/data/jurisdictions/us/states/co/districts/senate/6.md
new file mode 100644
index 0000000000..4c15a7b6c9
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 6"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 6
+
+State Senate district 6 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/7.md b/data/jurisdictions/us/states/co/districts/senate/7.md
new file mode 100644
index 0000000000..9a476f79c0
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 7"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 7
+
+State Senate district 7 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/8.md b/data/jurisdictions/us/states/co/districts/senate/8.md
new file mode 100644
index 0000000000..eb933fa2b2
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 8"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 8
+
+State Senate district 8 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/districts/senate/9.md b/data/jurisdictions/us/states/co/districts/senate/9.md
new file mode 100644
index 0000000000..ddfcf6b022
--- /dev/null
+++ b/data/jurisdictions/us/states/co/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CO Senate District 9"
+classification: state-senate-district
+state: "CO"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, co]
+timestamp: "2026-07-03"
+---
+
+# CO Senate District 9
+
+State Senate district 9 (CO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/co/people/alex-valdez.md b/data/jurisdictions/us/states/co/people/alex-valdez.md
index c826195cd2..27a59f8d66 100644
--- a/data/jurisdictions/us/states/co/people/alex-valdez.md
+++ b/data/jurisdictions/us/states/co/people/alex-valdez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 5"
+represents: "us/states/co/districts/house/5"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 5 (CO State House of Representatives District 5).
 
+Represents [CO State House of Representatives District 5](/us/states/co/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/amy-paschal.md b/data/jurisdictions/us/states/co/people/amy-paschal.md
index bc499cf071..ff847fbe44 100644
--- a/data/jurisdictions/us/states/co/people/amy-paschal.md
+++ b/data/jurisdictions/us/states/co/people/amy-paschal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 18"
+represents: "us/states/co/districts/house/18"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 18 (CO State House of Representatives District 18).
 
+Represents [CO State House of Representatives District 18](/us/states/co/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/andy-boesenecker.md b/data/jurisdictions/us/states/co/people/andy-boesenecker.md
index 4ba200bcb8..8058a6c598 100644
--- a/data/jurisdictions/us/states/co/people/andy-boesenecker.md
+++ b/data/jurisdictions/us/states/co/people/andy-boesenecker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 53"
+represents: "us/states/co/districts/house/53"
 tenure:
   start: "2021-04-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 53 (CO State House of Representatives District 53).
 
+Represents [CO State House of Representatives District 53](/us/states/co/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/ava-flanell.md b/data/jurisdictions/us/states/co/people/ava-flanell.md
index 5e5bcc2cca..712ba71910 100644
--- a/data/jurisdictions/us/states/co/people/ava-flanell.md
+++ b/data/jurisdictions/us/states/co/people/ava-flanell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 14"
+represents: "us/states/co/districts/house/14"
 tenure:
   start: "2025-10-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 14 (CO State House of Representatives District 14).
 
+Represents [CO State House of Representatives District 14](/us/states/co/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/barbara-kirkmeyer.md b/data/jurisdictions/us/states/co/people/barbara-kirkmeyer.md
index 83da819d2b..951a15c7ee 100644
--- a/data/jurisdictions/us/states/co/people/barbara-kirkmeyer.md
+++ b/data/jurisdictions/us/states/co/people/barbara-kirkmeyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 23"
+represents: "us/states/co/districts/senate/23"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 23 (CO State Senate District 23).
 
+Represents [CO State Senate District 23](/us/states/co/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/bob-marshall.md b/data/jurisdictions/us/states/co/people/bob-marshall.md
index 67edbb3e6e..ac8f112bb8 100644
--- a/data/jurisdictions/us/states/co/people/bob-marshall.md
+++ b/data/jurisdictions/us/states/co/people/bob-marshall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 43"
+represents: "us/states/co/districts/house/43"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 43 (CO State House of Representatives District 43).
 
+Represents [CO State House of Representatives District 43](/us/states/co/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/brandi-bradley.md b/data/jurisdictions/us/states/co/people/brandi-bradley.md
index 75d0150d7c..3848c99a6c 100644
--- a/data/jurisdictions/us/states/co/people/brandi-bradley.md
+++ b/data/jurisdictions/us/states/co/people/brandi-bradley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 39"
+represents: "us/states/co/districts/house/39"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 39 (CO State House of Representatives District 39).
 
+Represents [CO State House of Representatives District 39](/us/states/co/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/brianna-titone.md b/data/jurisdictions/us/states/co/people/brianna-titone.md
index 8a6f8f7d07..f0a84c5c69 100644
--- a/data/jurisdictions/us/states/co/people/brianna-titone.md
+++ b/data/jurisdictions/us/states/co/people/brianna-titone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 27"
+represents: "us/states/co/districts/house/27"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 27 (CO State House of Representatives District 27).
 
+Represents [CO State House of Representatives District 27](/us/states/co/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/byron-pelton.md b/data/jurisdictions/us/states/co/people/byron-pelton.md
index 770ade1f6f..3b19ef89f4 100644
--- a/data/jurisdictions/us/states/co/people/byron-pelton.md
+++ b/data/jurisdictions/us/states/co/people/byron-pelton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 1"
+represents: "us/states/co/districts/senate/1"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 1 (CO State Senate District 1).
 
+Represents [CO State Senate District 1](/us/states/co/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/carlos-barron.md b/data/jurisdictions/us/states/co/people/carlos-barron.md
index 5aa7744b0e..4f20cb5e6a 100644
--- a/data/jurisdictions/us/states/co/people/carlos-barron.md
+++ b/data/jurisdictions/us/states/co/people/carlos-barron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 48"
+represents: "us/states/co/districts/house/48"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 48 (CO State House of Representatives District 48).
 
+Represents [CO State House of Representatives District 48](/us/states/co/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/cathy-kipp.md b/data/jurisdictions/us/states/co/people/cathy-kipp.md
index f875cc3b1c..8613a81046 100644
--- a/data/jurisdictions/us/states/co/people/cathy-kipp.md
+++ b/data/jurisdictions/us/states/co/people/cathy-kipp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 14"
+represents: "us/states/co/districts/senate/14"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 14 (CO State Senate District 14).
 
+Represents [CO State Senate District 14](/us/states/co/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/cecelia-espenoza.md b/data/jurisdictions/us/states/co/people/cecelia-espenoza.md
index e3b88f9069..e475913ce9 100644
--- a/data/jurisdictions/us/states/co/people/cecelia-espenoza.md
+++ b/data/jurisdictions/us/states/co/people/cecelia-espenoza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 4"
+represents: "us/states/co/districts/house/4"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 4 (CO State House of Representatives District 4).
 
+Represents [CO State House of Representatives District 4](/us/states/co/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/chad-clifford.md b/data/jurisdictions/us/states/co/people/chad-clifford.md
index 22746dbb72..157b5bb0c2 100644
--- a/data/jurisdictions/us/states/co/people/chad-clifford.md
+++ b/data/jurisdictions/us/states/co/people/chad-clifford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 37"
+represents: "us/states/co/districts/house/37"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 37 (CO State House of Representatives District 37).
 
+Represents [CO State House of Representatives District 37](/us/states/co/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/chris-kolker.md b/data/jurisdictions/us/states/co/people/chris-kolker.md
index 3af01f5f3d..85d2c5e283 100644
--- a/data/jurisdictions/us/states/co/people/chris-kolker.md
+++ b/data/jurisdictions/us/states/co/people/chris-kolker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 16"
+represents: "us/states/co/districts/senate/16"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 16 (CO State Senate District 16).
 
+Represents [CO State Senate District 16](/us/states/co/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/chris-richardson.md b/data/jurisdictions/us/states/co/people/chris-richardson.md
index dce975f98d..234f5f0d05 100644
--- a/data/jurisdictions/us/states/co/people/chris-richardson.md
+++ b/data/jurisdictions/us/states/co/people/chris-richardson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 56"
+represents: "us/states/co/districts/house/56"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 56 (CO State House of Representatives District 56).
 
+Represents [CO State House of Representatives District 56](/us/states/co/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/cleave-simpson.md b/data/jurisdictions/us/states/co/people/cleave-simpson.md
index 59b8b4e7d7..08d79e975c 100644
--- a/data/jurisdictions/us/states/co/people/cleave-simpson.md
+++ b/data/jurisdictions/us/states/co/people/cleave-simpson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 6"
+represents: "us/states/co/districts/senate/6"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 6 (CO State Senate District 6).
 
+Represents [CO State Senate District 6](/us/states/co/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/dan-woog.md b/data/jurisdictions/us/states/co/people/dan-woog.md
index 697d66470d..853ae977b5 100644
--- a/data/jurisdictions/us/states/co/people/dan-woog.md
+++ b/data/jurisdictions/us/states/co/people/dan-woog.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 19"
+represents: "us/states/co/districts/house/19"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 19 (CO State House of Representatives District 19).
 
+Represents [CO State House of Representatives District 19](/us/states/co/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/dusty-johnson.md b/data/jurisdictions/us/states/co/people/dusty-johnson.md
index 86a512d42b..467b5f4610 100644
--- a/data/jurisdictions/us/states/co/people/dusty-johnson.md
+++ b/data/jurisdictions/us/states/co/people/dusty-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 63"
+represents: "us/states/co/districts/house/63"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 63 (CO State House of Representatives District 63).
 
+Represents [CO State House of Representatives District 63](/us/states/co/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/dylan-roberts.md b/data/jurisdictions/us/states/co/people/dylan-roberts.md
index af854a38bf..d59e320b7c 100644
--- a/data/jurisdictions/us/states/co/people/dylan-roberts.md
+++ b/data/jurisdictions/us/states/co/people/dylan-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 8"
+represents: "us/states/co/districts/senate/8"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 8 (CO State Senate District 8).
 
+Represents [CO State Senate District 8](/us/states/co/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/eliza-hamrick.md b/data/jurisdictions/us/states/co/people/eliza-hamrick.md
index dc79a3562f..b4eb9295b3 100644
--- a/data/jurisdictions/us/states/co/people/eliza-hamrick.md
+++ b/data/jurisdictions/us/states/co/people/eliza-hamrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 61"
+represents: "us/states/co/districts/house/61"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 61 (CO State House of Representatives District 61).
 
+Represents [CO State House of Representatives District 61](/us/states/co/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/elizabeth-velasco.md b/data/jurisdictions/us/states/co/people/elizabeth-velasco.md
index 2dfde0e1c3..571d074ccc 100644
--- a/data/jurisdictions/us/states/co/people/elizabeth-velasco.md
+++ b/data/jurisdictions/us/states/co/people/elizabeth-velasco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 57"
+represents: "us/states/co/districts/house/57"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 57 (CO State House of Representatives District 57).
 
+Represents [CO State House of Representatives District 57](/us/states/co/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/emily-sirota.md b/data/jurisdictions/us/states/co/people/emily-sirota.md
index 9faf81a8cd..12a9128736 100644
--- a/data/jurisdictions/us/states/co/people/emily-sirota.md
+++ b/data/jurisdictions/us/states/co/people/emily-sirota.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 9"
+represents: "us/states/co/districts/house/9"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 9 (CO State House of Representatives District 9).
 
+Represents [CO State House of Representatives District 9](/us/states/co/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/gretchen-rydin.md b/data/jurisdictions/us/states/co/people/gretchen-rydin.md
index 7d9070a3cc..f7e4c8fdfd 100644
--- a/data/jurisdictions/us/states/co/people/gretchen-rydin.md
+++ b/data/jurisdictions/us/states/co/people/gretchen-rydin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 38"
+represents: "us/states/co/districts/house/38"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 38 (CO State House of Representatives District 38).
 
+Represents [CO State House of Representatives District 38](/us/states/co/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/iman-jodeh.md b/data/jurisdictions/us/states/co/people/iman-jodeh.md
index 93b6a7e463..ba99c21d38 100644
--- a/data/jurisdictions/us/states/co/people/iman-jodeh.md
+++ b/data/jurisdictions/us/states/co/people/iman-jodeh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 29"
+represents: "us/states/co/districts/senate/29"
 tenure:
   start: "2025-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 29 (CO State Senate District 29).
 
+Represents [CO State Senate District 29](/us/states/co/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/jacque-phillips.md b/data/jurisdictions/us/states/co/people/jacque-phillips.md
index e56a052778..9fc7eff81e 100644
--- a/data/jurisdictions/us/states/co/people/jacque-phillips.md
+++ b/data/jurisdictions/us/states/co/people/jacque-phillips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 31"
+represents: "us/states/co/districts/house/31"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 31 (CO State House of Representatives District 31).
 
+Represents [CO State House of Representatives District 31](/us/states/co/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/james-coleman.md b/data/jurisdictions/us/states/co/people/james-coleman.md
index 0e75d429a6..d266e642f1 100644
--- a/data/jurisdictions/us/states/co/people/james-coleman.md
+++ b/data/jurisdictions/us/states/co/people/james-coleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 33"
+represents: "us/states/co/districts/senate/33"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 33 (CO State Senate District 33).
 
+Represents [CO State Senate District 33](/us/states/co/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/jamie-jackson.md b/data/jurisdictions/us/states/co/people/jamie-jackson.md
index 01ab90bc7c..9bdf5dae72 100644
--- a/data/jurisdictions/us/states/co/people/jamie-jackson.md
+++ b/data/jurisdictions/us/states/co/people/jamie-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 41"
+represents: "us/states/co/districts/house/41"
 tenure:
   start: "2025-01-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 41 (CO State House of Representatives District 41).
 
+Represents [CO State House of Representatives District 41](/us/states/co/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/janice-marchman.md b/data/jurisdictions/us/states/co/people/janice-marchman.md
index 24c21ae211..e126629f7b 100644
--- a/data/jurisdictions/us/states/co/people/janice-marchman.md
+++ b/data/jurisdictions/us/states/co/people/janice-marchman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 15"
+represents: "us/states/co/districts/senate/15"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 15 (CO State Senate District 15).
 
+Represents [CO State Senate District 15](/us/states/co/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/janice-rich.md b/data/jurisdictions/us/states/co/people/janice-rich.md
index 66ea3b7eb7..0c8ebf667a 100644
--- a/data/jurisdictions/us/states/co/people/janice-rich.md
+++ b/data/jurisdictions/us/states/co/people/janice-rich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 7"
+represents: "us/states/co/districts/senate/7"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 7 (CO State Senate District 7).
 
+Represents [CO State Senate District 7](/us/states/co/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/jarvis-caldwell.md b/data/jurisdictions/us/states/co/people/jarvis-caldwell.md
index 5e17a3e21b..54cbe7207c 100644
--- a/data/jurisdictions/us/states/co/people/jarvis-caldwell.md
+++ b/data/jurisdictions/us/states/co/people/jarvis-caldwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 20"
+represents: "us/states/co/districts/house/20"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 20 (CO State House of Representatives District 20).
 
+Represents [CO State House of Representatives District 20](/us/states/co/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/javier-mabrey.md b/data/jurisdictions/us/states/co/people/javier-mabrey.md
index 826f60368d..c8f1e97750 100644
--- a/data/jurisdictions/us/states/co/people/javier-mabrey.md
+++ b/data/jurisdictions/us/states/co/people/javier-mabrey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 1"
+represents: "us/states/co/districts/house/1"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 1 (CO State House of Representatives District 1).
 
+Represents [CO State House of Representatives District 1](/us/states/co/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/jeff-bridges.md b/data/jurisdictions/us/states/co/people/jeff-bridges.md
index 04710e2b06..0a371156bb 100644
--- a/data/jurisdictions/us/states/co/people/jeff-bridges.md
+++ b/data/jurisdictions/us/states/co/people/jeff-bridges.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 26"
+represents: "us/states/co/districts/senate/26"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 26 (CO State Senate District 26).
 
+Represents [CO State Senate District 26](/us/states/co/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/jennifer-bacon.md b/data/jurisdictions/us/states/co/people/jennifer-bacon.md
index 7dcd638a2e..e44cb9601e 100644
--- a/data/jurisdictions/us/states/co/people/jennifer-bacon.md
+++ b/data/jurisdictions/us/states/co/people/jennifer-bacon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 7"
+represents: "us/states/co/districts/house/7"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 7 (CO State House of Representatives District 7).
 
+Represents [CO State House of Representatives District 7](/us/states/co/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/jenny-willford.md b/data/jurisdictions/us/states/co/people/jenny-willford.md
index a8e3e0bdf8..33e62943d1 100644
--- a/data/jurisdictions/us/states/co/people/jenny-willford.md
+++ b/data/jurisdictions/us/states/co/people/jenny-willford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 34"
+represents: "us/states/co/districts/house/34"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 34 (CO State House of Representatives District 34).
 
+Represents [CO State House of Representatives District 34](/us/states/co/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/jessie-danielson.md b/data/jurisdictions/us/states/co/people/jessie-danielson.md
index 91a5c5a815..a0f232fbec 100644
--- a/data/jurisdictions/us/states/co/people/jessie-danielson.md
+++ b/data/jurisdictions/us/states/co/people/jessie-danielson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 22"
+represents: "us/states/co/districts/senate/22"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 22 (CO State Senate District 22).
 
+Represents [CO State Senate District 22](/us/states/co/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/john-carson.md b/data/jurisdictions/us/states/co/people/john-carson.md
index be6ed92dd2..801fbbf781 100644
--- a/data/jurisdictions/us/states/co/people/john-carson.md
+++ b/data/jurisdictions/us/states/co/people/john-carson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 30"
+represents: "us/states/co/districts/senate/30"
 tenure:
   start: "2025-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 30 (CO State Senate District 30).
 
+Represents [CO State Senate District 30](/us/states/co/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/judy-amabile.md b/data/jurisdictions/us/states/co/people/judy-amabile.md
index d9e0416994..d584006884 100644
--- a/data/jurisdictions/us/states/co/people/judy-amabile.md
+++ b/data/jurisdictions/us/states/co/people/judy-amabile.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 18"
+represents: "us/states/co/districts/senate/18"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 18 (CO State Senate District 18).
 
+Represents [CO State Senate District 18](/us/states/co/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/julie-gonzales.md b/data/jurisdictions/us/states/co/people/julie-gonzales.md
index 9829a5b379..e0b18f20b2 100644
--- a/data/jurisdictions/us/states/co/people/julie-gonzales.md
+++ b/data/jurisdictions/us/states/co/people/julie-gonzales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 34"
+represents: "us/states/co/districts/senate/34"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 34 (CO State Senate District 34).
 
+Represents [CO State Senate District 34](/us/states/co/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/julie-mccluskie.md b/data/jurisdictions/us/states/co/people/julie-mccluskie.md
index 5317ef0f45..85a86c7dcf 100644
--- a/data/jurisdictions/us/states/co/people/julie-mccluskie.md
+++ b/data/jurisdictions/us/states/co/people/julie-mccluskie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 13"
+represents: "us/states/co/districts/house/13"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 13 (CO State House of Representatives District 13).
 
+Represents [CO State House of Representatives District 13](/us/states/co/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/junie-joseph.md b/data/jurisdictions/us/states/co/people/junie-joseph.md
index 85249b3cd7..84c8d88e16 100644
--- a/data/jurisdictions/us/states/co/people/junie-joseph.md
+++ b/data/jurisdictions/us/states/co/people/junie-joseph.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 10"
+represents: "us/states/co/districts/house/10"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 10 (CO State House of Representatives District 10).
 
+Represents [CO State House of Representatives District 10](/us/states/co/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/karen-mccormick.md b/data/jurisdictions/us/states/co/people/karen-mccormick.md
index ea3eca2fe4..75922450d3 100644
--- a/data/jurisdictions/us/states/co/people/karen-mccormick.md
+++ b/data/jurisdictions/us/states/co/people/karen-mccormick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 11"
+represents: "us/states/co/districts/house/11"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 11 (CO State House of Representatives District 11).
 
+Represents [CO State House of Representatives District 11](/us/states/co/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/katie-stewart.md b/data/jurisdictions/us/states/co/people/katie-stewart.md
index d518b84f20..deec3e3786 100644
--- a/data/jurisdictions/us/states/co/people/katie-stewart.md
+++ b/data/jurisdictions/us/states/co/people/katie-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 59"
+represents: "us/states/co/districts/house/59"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 59 (CO State House of Representatives District 59).
 
+Represents [CO State House of Representatives District 59](/us/states/co/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/katie-wallace.md b/data/jurisdictions/us/states/co/people/katie-wallace.md
index abe84781a9..7296fd5162 100644
--- a/data/jurisdictions/us/states/co/people/katie-wallace.md
+++ b/data/jurisdictions/us/states/co/people/katie-wallace.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 17"
+represents: "us/states/co/districts/senate/17"
 tenure:
   start: "2025-03-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 17 (CO State Senate District 17).
 
+Represents [CO State Senate District 17](/us/states/co/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/ken-degraaf.md b/data/jurisdictions/us/states/co/people/ken-degraaf.md
index aad7a023f1..4c0134d0a1 100644
--- a/data/jurisdictions/us/states/co/people/ken-degraaf.md
+++ b/data/jurisdictions/us/states/co/people/ken-degraaf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 22"
+represents: "us/states/co/districts/house/22"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 22 (CO State House of Representatives District 22).
 
+Represents [CO State House of Representatives District 22](/us/states/co/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/kenny-nguyen.md b/data/jurisdictions/us/states/co/people/kenny-nguyen.md
index 446641e12d..4d9711ba2b 100644
--- a/data/jurisdictions/us/states/co/people/kenny-nguyen.md
+++ b/data/jurisdictions/us/states/co/people/kenny-nguyen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 33"
+represents: "us/states/co/districts/house/33"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 33 (CO State House of Representatives District 33).
 
+Represents [CO State House of Representatives District 33](/us/states/co/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/kyle-brown.md b/data/jurisdictions/us/states/co/people/kyle-brown.md
index a1fcc63d9b..e84cdd17fc 100644
--- a/data/jurisdictions/us/states/co/people/kyle-brown.md
+++ b/data/jurisdictions/us/states/co/people/kyle-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 12"
+represents: "us/states/co/districts/house/12"
 tenure:
   start: "2023-02-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 12 (CO State House of Representatives District 12).
 
+Represents [CO State House of Representatives District 12](/us/states/co/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/kyle-mullica.md b/data/jurisdictions/us/states/co/people/kyle-mullica.md
index 60c4d74f96..e54ee829e2 100644
--- a/data/jurisdictions/us/states/co/people/kyle-mullica.md
+++ b/data/jurisdictions/us/states/co/people/kyle-mullica.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 24"
+represents: "us/states/co/districts/senate/24"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 24 (CO State Senate District 24).
 
+Represents [CO State Senate District 24](/us/states/co/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/larry-liston.md b/data/jurisdictions/us/states/co/people/larry-liston.md
index 945337147f..1dacd3b7d1 100644
--- a/data/jurisdictions/us/states/co/people/larry-liston.md
+++ b/data/jurisdictions/us/states/co/people/larry-liston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 10"
+represents: "us/states/co/districts/senate/10"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 10 (CO State Senate District 10).
 
+Represents [CO State Senate District 10](/us/states/co/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/larry-suckla.md b/data/jurisdictions/us/states/co/people/larry-suckla.md
index 7f7d4fae7b..e78edf7b5d 100644
--- a/data/jurisdictions/us/states/co/people/larry-suckla.md
+++ b/data/jurisdictions/us/states/co/people/larry-suckla.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 58"
+represents: "us/states/co/districts/house/58"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 58 (CO State House of Representatives District 58).
 
+Represents [CO State House of Representatives District 58](/us/states/co/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/lesley-smith.md b/data/jurisdictions/us/states/co/people/lesley-smith.md
index 90066c44bb..3848249ca3 100644
--- a/data/jurisdictions/us/states/co/people/lesley-smith.md
+++ b/data/jurisdictions/us/states/co/people/lesley-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 49"
+represents: "us/states/co/districts/house/49"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 49 (CO State House of Representatives District 49).
 
+Represents [CO State House of Representatives District 49](/us/states/co/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/lindsay-gilchrist.md b/data/jurisdictions/us/states/co/people/lindsay-gilchrist.md
index 1a519e0a40..e24300054b 100644
--- a/data/jurisdictions/us/states/co/people/lindsay-gilchrist.md
+++ b/data/jurisdictions/us/states/co/people/lindsay-gilchrist.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 8"
+represents: "us/states/co/districts/house/8"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 8 (CO State House of Representatives District 8).
 
+Represents [CO State House of Representatives District 8](/us/states/co/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/lindsey-daugherty.md b/data/jurisdictions/us/states/co/people/lindsey-daugherty.md
index c9db78bd78..e314274701 100644
--- a/data/jurisdictions/us/states/co/people/lindsey-daugherty.md
+++ b/data/jurisdictions/us/states/co/people/lindsey-daugherty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 19"
+represents: "us/states/co/districts/senate/19"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 19 (CO State Senate District 19).
 
+Represents [CO State Senate District 19](/us/states/co/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/lisa-cutter.md b/data/jurisdictions/us/states/co/people/lisa-cutter.md
index cfbeaabdd0..c72f11bcbd 100644
--- a/data/jurisdictions/us/states/co/people/lisa-cutter.md
+++ b/data/jurisdictions/us/states/co/people/lisa-cutter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 20"
+represents: "us/states/co/districts/senate/20"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 20 (CO State Senate District 20).
 
+Represents [CO State Senate District 20](/us/states/co/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/lisa-feret.md b/data/jurisdictions/us/states/co/people/lisa-feret.md
index 9d77f41b9b..8a7c7a7af3 100644
--- a/data/jurisdictions/us/states/co/people/lisa-feret.md
+++ b/data/jurisdictions/us/states/co/people/lisa-feret.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 24"
+represents: "us/states/co/districts/house/24"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 24 (CO State House of Representatives District 24).
 
+Represents [CO State House of Representatives District 24](/us/states/co/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/lisa-frizell.md b/data/jurisdictions/us/states/co/people/lisa-frizell.md
index 34dea3e942..190911676b 100644
--- a/data/jurisdictions/us/states/co/people/lisa-frizell.md
+++ b/data/jurisdictions/us/states/co/people/lisa-frizell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 2"
+represents: "us/states/co/districts/senate/2"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 2 (CO State Senate District 2).
 
+Represents [CO State Senate District 2](/us/states/co/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/lorena-garcia.md b/data/jurisdictions/us/states/co/people/lorena-garcia.md
index b3a44637e3..3953f393df 100644
--- a/data/jurisdictions/us/states/co/people/lorena-garcia.md
+++ b/data/jurisdictions/us/states/co/people/lorena-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 35"
+represents: "us/states/co/districts/house/35"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 35 (CO State House of Representatives District 35).
 
+Represents [CO State House of Representatives District 35](/us/states/co/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/lori-garcia-sander.md b/data/jurisdictions/us/states/co/people/lori-garcia-sander.md
index efc9ce4c1c..b3e2e40a61 100644
--- a/data/jurisdictions/us/states/co/people/lori-garcia-sander.md
+++ b/data/jurisdictions/us/states/co/people/lori-garcia-sander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 65"
+represents: "us/states/co/districts/house/65"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 65 (CO State House of Representatives District 65).
 
+Represents [CO State House of Representatives District 65](/us/states/co/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/lori-goldstein.md b/data/jurisdictions/us/states/co/people/lori-goldstein.md
index 05bb5823d1..06c4d951c2 100644
--- a/data/jurisdictions/us/states/co/people/lori-goldstein.md
+++ b/data/jurisdictions/us/states/co/people/lori-goldstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 29"
+represents: "us/states/co/districts/house/29"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 29 (CO State House of Representatives District 29).
 
+Represents [CO State House of Representatives District 29](/us/states/co/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/lynda-zamora-wilson.md b/data/jurisdictions/us/states/co/people/lynda-zamora-wilson.md
index 1a57eb7d5f..4bfb84a818 100644
--- a/data/jurisdictions/us/states/co/people/lynda-zamora-wilson.md
+++ b/data/jurisdictions/us/states/co/people/lynda-zamora-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 9"
+represents: "us/states/co/districts/senate/9"
 tenure:
   start: "2025-07-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 9 (CO State Senate District 9).
 
+Represents [CO State Senate District 9](/us/states/co/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/mandy-lindsay.md b/data/jurisdictions/us/states/co/people/mandy-lindsay.md
index a3565b2fb2..505a4c572f 100644
--- a/data/jurisdictions/us/states/co/people/mandy-lindsay.md
+++ b/data/jurisdictions/us/states/co/people/mandy-lindsay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 42"
+represents: "us/states/co/districts/house/42"
 tenure:
   start: "2022-01-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 42 (CO State House of Representatives District 42).
 
+Represents [CO State House of Representatives District 42](/us/states/co/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/manny-rutinel.md b/data/jurisdictions/us/states/co/people/manny-rutinel.md
index af3f792cd2..8696152464 100644
--- a/data/jurisdictions/us/states/co/people/manny-rutinel.md
+++ b/data/jurisdictions/us/states/co/people/manny-rutinel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 32"
+represents: "us/states/co/districts/house/32"
 tenure:
   start: "2023-10-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 32 (CO State House of Representatives District 32).
 
+Represents [CO State House of Representatives District 32](/us/states/co/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/marc-catlin.md b/data/jurisdictions/us/states/co/people/marc-catlin.md
index 174a475b52..ea89840d6e 100644
--- a/data/jurisdictions/us/states/co/people/marc-catlin.md
+++ b/data/jurisdictions/us/states/co/people/marc-catlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 5"
+represents: "us/states/co/districts/senate/5"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 5 (CO State Senate District 5).
 
+Represents [CO State Senate District 5](/us/states/co/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/marc-snyder.md b/data/jurisdictions/us/states/co/people/marc-snyder.md
index 0acd564246..5cd3533b11 100644
--- a/data/jurisdictions/us/states/co/people/marc-snyder.md
+++ b/data/jurisdictions/us/states/co/people/marc-snyder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 12"
+represents: "us/states/co/districts/senate/12"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 12 (CO State Senate District 12).
 
+Represents [CO State Senate District 12](/us/states/co/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/mark-baisley.md b/data/jurisdictions/us/states/co/people/mark-baisley.md
index 394ed463e9..537f625a56 100644
--- a/data/jurisdictions/us/states/co/people/mark-baisley.md
+++ b/data/jurisdictions/us/states/co/people/mark-baisley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 4"
+represents: "us/states/co/districts/senate/4"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 4 (CO State Senate District 4).
 
+Represents [CO State Senate District 4](/us/states/co/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/mary-bradfield.md b/data/jurisdictions/us/states/co/people/mary-bradfield.md
index b41a871b1c..f828a5bd38 100644
--- a/data/jurisdictions/us/states/co/people/mary-bradfield.md
+++ b/data/jurisdictions/us/states/co/people/mary-bradfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 21"
+represents: "us/states/co/districts/house/21"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 21 (CO State House of Representatives District 21).
 
+Represents [CO State House of Representatives District 21](/us/states/co/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/matt-ball.md b/data/jurisdictions/us/states/co/people/matt-ball.md
index 47b6a80420..d5b07b20f2 100644
--- a/data/jurisdictions/us/states/co/people/matt-ball.md
+++ b/data/jurisdictions/us/states/co/people/matt-ball.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 31"
+represents: "us/states/co/districts/senate/31"
 tenure:
   start: "2025-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 31 (CO State Senate District 31).
 
+Represents [CO State Senate District 31](/us/states/co/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/matt-martinez.md b/data/jurisdictions/us/states/co/people/matt-martinez.md
index acf6027d82..e3eed240f0 100644
--- a/data/jurisdictions/us/states/co/people/matt-martinez.md
+++ b/data/jurisdictions/us/states/co/people/matt-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 62"
+represents: "us/states/co/districts/house/62"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 62 (CO State House of Representatives District 62).
 
+Represents [CO State House of Representatives District 62](/us/states/co/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/matt-soper.md b/data/jurisdictions/us/states/co/people/matt-soper.md
index bbaa1abe52..9cea5ff6d5 100644
--- a/data/jurisdictions/us/states/co/people/matt-soper.md
+++ b/data/jurisdictions/us/states/co/people/matt-soper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 54"
+represents: "us/states/co/districts/house/54"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 54 (CO State House of Representatives District 54).
 
+Represents [CO State House of Representatives District 54](/us/states/co/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/max-brooks.md b/data/jurisdictions/us/states/co/people/max-brooks.md
index c6de429ad5..5020e2891c 100644
--- a/data/jurisdictions/us/states/co/people/max-brooks.md
+++ b/data/jurisdictions/us/states/co/people/max-brooks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 45"
+represents: "us/states/co/districts/house/45"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 45 (CO State House of Representatives District 45).
 
+Represents [CO State House of Representatives District 45](/us/states/co/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/meg-froelich.md b/data/jurisdictions/us/states/co/people/meg-froelich.md
index e30b4f66fb..230c8e762e 100644
--- a/data/jurisdictions/us/states/co/people/meg-froelich.md
+++ b/data/jurisdictions/us/states/co/people/meg-froelich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 3"
+represents: "us/states/co/districts/house/3"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 3 (CO State House of Representatives District 3).
 
+Represents [CO State House of Representatives District 3](/us/states/co/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/meghan-lukens.md b/data/jurisdictions/us/states/co/people/meghan-lukens.md
index 01a8e05906..e9056c965c 100644
--- a/data/jurisdictions/us/states/co/people/meghan-lukens.md
+++ b/data/jurisdictions/us/states/co/people/meghan-lukens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 26"
+represents: "us/states/co/districts/house/26"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 26 (CO State House of Representatives District 26).
 
+Represents [CO State House of Representatives District 26](/us/states/co/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/michael-carter.md b/data/jurisdictions/us/states/co/people/michael-carter.md
index 04750af6f6..a8f3574345 100644
--- a/data/jurisdictions/us/states/co/people/michael-carter.md
+++ b/data/jurisdictions/us/states/co/people/michael-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 36"
+represents: "us/states/co/districts/house/36"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 36 (CO State House of Representatives District 36).
 
+Represents [CO State House of Representatives District 36](/us/states/co/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/mike-weissman.md b/data/jurisdictions/us/states/co/people/mike-weissman.md
index 4779b2704f..dd9de16771 100644
--- a/data/jurisdictions/us/states/co/people/mike-weissman.md
+++ b/data/jurisdictions/us/states/co/people/mike-weissman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 28"
+represents: "us/states/co/districts/senate/28"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 28 (CO State Senate District 28).
 
+Represents [CO State Senate District 28](/us/states/co/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/monica-duran.md b/data/jurisdictions/us/states/co/people/monica-duran.md
index 7bc221b5ae..a293314518 100644
--- a/data/jurisdictions/us/states/co/people/monica-duran.md
+++ b/data/jurisdictions/us/states/co/people/monica-duran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 23"
+represents: "us/states/co/districts/house/23"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 23 (CO State House of Representatives District 23).
 
+Represents [CO State House of Representatives District 23](/us/states/co/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/naquetta-ricks.md b/data/jurisdictions/us/states/co/people/naquetta-ricks.md
index 63a8e301ab..420b53ed7f 100644
--- a/data/jurisdictions/us/states/co/people/naquetta-ricks.md
+++ b/data/jurisdictions/us/states/co/people/naquetta-ricks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 40"
+represents: "us/states/co/districts/house/40"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 40 (CO State House of Representatives District 40).
 
+Represents [CO State House of Representatives District 40](/us/states/co/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/nick-hinrichsen.md b/data/jurisdictions/us/states/co/people/nick-hinrichsen.md
index 2e8178c5d1..6af69ced3d 100644
--- a/data/jurisdictions/us/states/co/people/nick-hinrichsen.md
+++ b/data/jurisdictions/us/states/co/people/nick-hinrichsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 3"
+represents: "us/states/co/districts/senate/3"
 tenure:
   start: "2022-02-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 3 (CO State Senate District 3).
 
+Represents [CO State Senate District 3](/us/states/co/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/rebecca-keltie.md b/data/jurisdictions/us/states/co/people/rebecca-keltie.md
index 89178ad740..66da9b79e7 100644
--- a/data/jurisdictions/us/states/co/people/rebecca-keltie.md
+++ b/data/jurisdictions/us/states/co/people/rebecca-keltie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 16"
+represents: "us/states/co/districts/house/16"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 16 (CO State House of Representatives District 16).
 
+Represents [CO State House of Representatives District 16](/us/states/co/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/rebekah-stewart.md b/data/jurisdictions/us/states/co/people/rebekah-stewart.md
index 028d11880e..d41cfa7558 100644
--- a/data/jurisdictions/us/states/co/people/rebekah-stewart.md
+++ b/data/jurisdictions/us/states/co/people/rebekah-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 30"
+represents: "us/states/co/districts/house/30"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 30 (CO State House of Representatives District 30).
 
+Represents [CO State House of Representatives District 30](/us/states/co/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/regina-english.md b/data/jurisdictions/us/states/co/people/regina-english.md
index d3a98c24ab..097940f86c 100644
--- a/data/jurisdictions/us/states/co/people/regina-english.md
+++ b/data/jurisdictions/us/states/co/people/regina-english.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 17"
+represents: "us/states/co/districts/house/17"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 17 (CO State House of Representatives District 17).
 
+Represents [CO State House of Representatives District 17](/us/states/co/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/rick-taggart.md b/data/jurisdictions/us/states/co/people/rick-taggart.md
index 29ed05eddf..a7aecf0e76 100644
--- a/data/jurisdictions/us/states/co/people/rick-taggart.md
+++ b/data/jurisdictions/us/states/co/people/rick-taggart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 55"
+represents: "us/states/co/districts/house/55"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 55 (CO State House of Representatives District 55).
 
+Represents [CO State House of Representatives District 55](/us/states/co/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/robert-rodriguez.md b/data/jurisdictions/us/states/co/people/robert-rodriguez.md
index fbc48589d7..d021af325d 100644
--- a/data/jurisdictions/us/states/co/people/robert-rodriguez.md
+++ b/data/jurisdictions/us/states/co/people/robert-rodriguez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 32"
+represents: "us/states/co/districts/senate/32"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 32 (CO State Senate District 32).
 
+Represents [CO State Senate District 32](/us/states/co/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/rod-pelton.md b/data/jurisdictions/us/states/co/people/rod-pelton.md
index fc57884bea..19216f8c85 100644
--- a/data/jurisdictions/us/states/co/people/rod-pelton.md
+++ b/data/jurisdictions/us/states/co/people/rod-pelton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 35"
+represents: "us/states/co/districts/senate/35"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 35 (CO State Senate District 35).
 
+Represents [CO State Senate District 35](/us/states/co/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/ron-weinberg.md b/data/jurisdictions/us/states/co/people/ron-weinberg.md
index b7274ffb78..5105f32a9c 100644
--- a/data/jurisdictions/us/states/co/people/ron-weinberg.md
+++ b/data/jurisdictions/us/states/co/people/ron-weinberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 51"
+represents: "us/states/co/districts/house/51"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 51 (CO State House of Representatives District 51).
 
+Represents [CO State House of Representatives District 51](/us/states/co/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/ryan-gonzalez.md b/data/jurisdictions/us/states/co/people/ryan-gonzalez.md
index 10f4422536..bac3f834ce 100644
--- a/data/jurisdictions/us/states/co/people/ryan-gonzalez.md
+++ b/data/jurisdictions/us/states/co/people/ryan-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 50"
+represents: "us/states/co/districts/house/50"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 50 (CO State House of Representatives District 50).
 
+Represents [CO State House of Representatives District 50](/us/states/co/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/scott-bottoms.md b/data/jurisdictions/us/states/co/people/scott-bottoms.md
index ef979c4995..1a79d65bfa 100644
--- a/data/jurisdictions/us/states/co/people/scott-bottoms.md
+++ b/data/jurisdictions/us/states/co/people/scott-bottoms.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 15"
+represents: "us/states/co/districts/house/15"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 15 (CO State House of Representatives District 15).
 
+Represents [CO State House of Representatives District 15](/us/states/co/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/scott-bright.md b/data/jurisdictions/us/states/co/people/scott-bright.md
index 40aed98d9c..baeec56bb4 100644
--- a/data/jurisdictions/us/states/co/people/scott-bright.md
+++ b/data/jurisdictions/us/states/co/people/scott-bright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 13"
+represents: "us/states/co/districts/senate/13"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 13 (CO State Senate District 13).
 
+Represents [CO State Senate District 13](/us/states/co/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/scott-slaugh.md b/data/jurisdictions/us/states/co/people/scott-slaugh.md
index 679b575fc9..9d9f7b791a 100644
--- a/data/jurisdictions/us/states/co/people/scott-slaugh.md
+++ b/data/jurisdictions/us/states/co/people/scott-slaugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 64"
+represents: "us/states/co/districts/house/64"
 tenure:
   start: "2025-09-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 64 (CO State House of Representatives District 64).
 
+Represents [CO State House of Representatives District 64](/us/states/co/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/sean-camacho.md b/data/jurisdictions/us/states/co/people/sean-camacho.md
index 65727c3c32..6bc36a2c43 100644
--- a/data/jurisdictions/us/states/co/people/sean-camacho.md
+++ b/data/jurisdictions/us/states/co/people/sean-camacho.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 6"
+represents: "us/states/co/districts/house/6"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 6 (CO State House of Representatives District 6).
 
+Represents [CO State House of Representatives District 6](/us/states/co/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/sheila-lieder.md b/data/jurisdictions/us/states/co/people/sheila-lieder.md
index 9ae75389b9..2ee0858b3f 100644
--- a/data/jurisdictions/us/states/co/people/sheila-lieder.md
+++ b/data/jurisdictions/us/states/co/people/sheila-lieder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 28"
+represents: "us/states/co/districts/house/28"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 28 (CO State House of Representatives District 28).
 
+Represents [CO State House of Representatives District 28](/us/states/co/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/stephanie-luck.md b/data/jurisdictions/us/states/co/people/stephanie-luck.md
index 21e694b387..1f9deb40e7 100644
--- a/data/jurisdictions/us/states/co/people/stephanie-luck.md
+++ b/data/jurisdictions/us/states/co/people/stephanie-luck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 60"
+represents: "us/states/co/districts/house/60"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 60 (CO State House of Representatives District 60).
 
+Represents [CO State House of Representatives District 60](/us/states/co/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/steven-woodrow.md b/data/jurisdictions/us/states/co/people/steven-woodrow.md
index 845355e883..f6371a5f85 100644
--- a/data/jurisdictions/us/states/co/people/steven-woodrow.md
+++ b/data/jurisdictions/us/states/co/people/steven-woodrow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 2"
+represents: "us/states/co/districts/house/2"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 2 (CO State House of Representatives District 2).
 
+Represents [CO State House of Representatives District 2](/us/states/co/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/tammy-story.md b/data/jurisdictions/us/states/co/people/tammy-story.md
index 51ac047ca8..f0dd9342d0 100644
--- a/data/jurisdictions/us/states/co/people/tammy-story.md
+++ b/data/jurisdictions/us/states/co/people/tammy-story.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 25"
+represents: "us/states/co/districts/house/25"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 25 (CO State House of Representatives District 25).
 
+Represents [CO State House of Representatives District 25](/us/states/co/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/tisha-mauro.md b/data/jurisdictions/us/states/co/people/tisha-mauro.md
index 9fc4425f63..be8aa8c0d0 100644
--- a/data/jurisdictions/us/states/co/people/tisha-mauro.md
+++ b/data/jurisdictions/us/states/co/people/tisha-mauro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 46"
+represents: "us/states/co/districts/house/46"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 46 (CO State House of Representatives District 46).
 
+Represents [CO State House of Representatives District 46](/us/states/co/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/tom-sullivan.md b/data/jurisdictions/us/states/co/people/tom-sullivan.md
index ce4250acaf..8ab55a4730 100644
--- a/data/jurisdictions/us/states/co/people/tom-sullivan.md
+++ b/data/jurisdictions/us/states/co/people/tom-sullivan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 27"
+represents: "us/states/co/districts/senate/27"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 27 (CO State Senate District 27).
 
+Represents [CO State Senate District 27](/us/states/co/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/tony-exum.md b/data/jurisdictions/us/states/co/people/tony-exum.md
index f8f6889a06..7412b4a07d 100644
--- a/data/jurisdictions/us/states/co/people/tony-exum.md
+++ b/data/jurisdictions/us/states/co/people/tony-exum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 11"
+represents: "us/states/co/districts/senate/11"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 11 (CO State Senate District 11).
 
+Represents [CO State Senate District 11](/us/states/co/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/tony-hartsook.md b/data/jurisdictions/us/states/co/people/tony-hartsook.md
index 317606c442..eb0f3e2bd2 100644
--- a/data/jurisdictions/us/states/co/people/tony-hartsook.md
+++ b/data/jurisdictions/us/states/co/people/tony-hartsook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 44"
+represents: "us/states/co/districts/house/44"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 44 (CO State House of Representatives District 44).
 
+Represents [CO State House of Representatives District 44](/us/states/co/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/ty-winter.md b/data/jurisdictions/us/states/co/people/ty-winter.md
index 78f15008ea..8e15f5d2fa 100644
--- a/data/jurisdictions/us/states/co/people/ty-winter.md
+++ b/data/jurisdictions/us/states/co/people/ty-winter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 47"
+represents: "us/states/co/districts/house/47"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 47 (CO State House of Representatives District 47).
 
+Represents [CO State House of Representatives District 47](/us/states/co/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/william-lindstedt.md b/data/jurisdictions/us/states/co/people/william-lindstedt.md
index f4cc6ba59f..bd46b9c2cb 100644
--- a/data/jurisdictions/us/states/co/people/william-lindstedt.md
+++ b/data/jurisdictions/us/states/co/people/william-lindstedt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State Senate District 25"
+represents: "us/states/co/districts/senate/25"
 tenure:
   start: "2025-12-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO Senate District 25 (CO State Senate District 25).
 
+Represents [CO State Senate District 25](/us/states/co/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/co/people/yara-zokaie.md b/data/jurisdictions/us/states/co/people/yara-zokaie.md
index 7f6cfe84ff..3ece9b9256 100644
--- a/data/jurisdictions/us/states/co/people/yara-zokaie.md
+++ b/data/jurisdictions/us/states/co/people/yara-zokaie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CO"
 district: "CO State House of Representatives District 52"
+represents: "us/states/co/districts/house/52"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CO House District 52 (CO State House of Representatives District 52).
 
+Represents [CO State House of Representatives District 52](/us/states/co/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/districts/01.md b/data/jurisdictions/us/states/ct/districts/01.md
new file mode 100644
index 0000000000..de08af15a4
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/01.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CT-01"
+classification: congressional-district
+state: "CT"
+district: "CT-01"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT-01
+
+Congressional district CT-01.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/02.md b/data/jurisdictions/us/states/ct/districts/02.md
new file mode 100644
index 0000000000..5293508f75
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/02.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CT-02"
+classification: congressional-district
+state: "CT"
+district: "CT-02"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT-02
+
+Congressional district CT-02.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/03.md b/data/jurisdictions/us/states/ct/districts/03.md
new file mode 100644
index 0000000000..f640902091
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/03.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CT-03"
+classification: congressional-district
+state: "CT"
+district: "CT-03"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT-03
+
+Congressional district CT-03.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/04.md b/data/jurisdictions/us/states/ct/districts/04.md
new file mode 100644
index 0000000000..bbacd9593c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/04.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CT-04"
+classification: congressional-district
+state: "CT"
+district: "CT-04"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT-04
+
+Congressional district CT-04.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/05.md b/data/jurisdictions/us/states/ct/districts/05.md
new file mode 100644
index 0000000000..b88bd0485c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/05.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "CT-05"
+classification: congressional-district
+state: "CT"
+district: "CT-05"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT-05
+
+Congressional district CT-05.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/1.md b/data/jurisdictions/us/states/ct/districts/house/1.md
new file mode 100644
index 0000000000..5261de7b28
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 1"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 1
+
+State House district 1 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/10.md b/data/jurisdictions/us/states/ct/districts/house/10.md
new file mode 100644
index 0000000000..c4feae9e98
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 10"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 10
+
+State House district 10 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/100.md b/data/jurisdictions/us/states/ct/districts/house/100.md
new file mode 100644
index 0000000000..ed232a068f
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 100"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 100
+
+State House district 100 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/101.md b/data/jurisdictions/us/states/ct/districts/house/101.md
new file mode 100644
index 0000000000..f612727b1f
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 101"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 101
+
+State House district 101 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/102.md b/data/jurisdictions/us/states/ct/districts/house/102.md
new file mode 100644
index 0000000000..232e542e61
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 102"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 102
+
+State House district 102 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/103.md b/data/jurisdictions/us/states/ct/districts/house/103.md
new file mode 100644
index 0000000000..3b89efe92f
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 103"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 103
+
+State House district 103 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/104.md b/data/jurisdictions/us/states/ct/districts/house/104.md
new file mode 100644
index 0000000000..7acda37729
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 104"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 104
+
+State House district 104 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/105.md b/data/jurisdictions/us/states/ct/districts/house/105.md
new file mode 100644
index 0000000000..dc6693ad45
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 105"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 105
+
+State House district 105 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/106.md b/data/jurisdictions/us/states/ct/districts/house/106.md
new file mode 100644
index 0000000000..02ee6ca34c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 106"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 106
+
+State House district 106 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/107.md b/data/jurisdictions/us/states/ct/districts/house/107.md
new file mode 100644
index 0000000000..eab6889b6d
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 107"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 107
+
+State House district 107 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/108.md b/data/jurisdictions/us/states/ct/districts/house/108.md
new file mode 100644
index 0000000000..5ab554b39a
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 108"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 108
+
+State House district 108 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/109.md b/data/jurisdictions/us/states/ct/districts/house/109.md
new file mode 100644
index 0000000000..7523e6b3fa
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 109"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 109
+
+State House district 109 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/11.md b/data/jurisdictions/us/states/ct/districts/house/11.md
new file mode 100644
index 0000000000..50d48bef8c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 11"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 11
+
+State House district 11 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/110.md b/data/jurisdictions/us/states/ct/districts/house/110.md
new file mode 100644
index 0000000000..74015fb8f2
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 110"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 110
+
+State House district 110 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/111.md b/data/jurisdictions/us/states/ct/districts/house/111.md
new file mode 100644
index 0000000000..d073eb7dd2
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 111"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 111
+
+State House district 111 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/112.md b/data/jurisdictions/us/states/ct/districts/house/112.md
new file mode 100644
index 0000000000..ec813fb269
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 112"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 112
+
+State House district 112 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/113.md b/data/jurisdictions/us/states/ct/districts/house/113.md
new file mode 100644
index 0000000000..184a03d4fa
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 113"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 113
+
+State House district 113 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/114.md b/data/jurisdictions/us/states/ct/districts/house/114.md
new file mode 100644
index 0000000000..5c6fb55926
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 114"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 114
+
+State House district 114 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/115.md b/data/jurisdictions/us/states/ct/districts/house/115.md
new file mode 100644
index 0000000000..9f30c4fd71
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 115"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 115
+
+State House district 115 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/116.md b/data/jurisdictions/us/states/ct/districts/house/116.md
new file mode 100644
index 0000000000..4cc4079c49
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 116"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 116
+
+State House district 116 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/117.md b/data/jurisdictions/us/states/ct/districts/house/117.md
new file mode 100644
index 0000000000..05e74c198c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 117"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 117
+
+State House district 117 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/118.md b/data/jurisdictions/us/states/ct/districts/house/118.md
new file mode 100644
index 0000000000..e0b12481ab
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 118"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 118
+
+State House district 118 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/119.md b/data/jurisdictions/us/states/ct/districts/house/119.md
new file mode 100644
index 0000000000..f69cfa0a75
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 119"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 119
+
+State House district 119 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/12.md b/data/jurisdictions/us/states/ct/districts/house/12.md
new file mode 100644
index 0000000000..15a03f0f67
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 12"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 12
+
+State House district 12 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/120.md b/data/jurisdictions/us/states/ct/districts/house/120.md
new file mode 100644
index 0000000000..f601b45653
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 120"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 120
+
+State House district 120 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/121.md b/data/jurisdictions/us/states/ct/districts/house/121.md
new file mode 100644
index 0000000000..23b55fd5ee
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/121.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 121"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "121"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 121
+
+State House district 121 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/122.md b/data/jurisdictions/us/states/ct/districts/house/122.md
new file mode 100644
index 0000000000..55d8093c2a
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/122.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 122"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "122"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 122
+
+State House district 122 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/123.md b/data/jurisdictions/us/states/ct/districts/house/123.md
new file mode 100644
index 0000000000..2c38b07d05
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/123.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 123"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "123"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 123
+
+State House district 123 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/124.md b/data/jurisdictions/us/states/ct/districts/house/124.md
new file mode 100644
index 0000000000..c4274ce6e8
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/124.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 124"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "124"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 124
+
+State House district 124 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/125.md b/data/jurisdictions/us/states/ct/districts/house/125.md
new file mode 100644
index 0000000000..dd67b803a7
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/125.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 125"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "125"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 125
+
+State House district 125 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/126.md b/data/jurisdictions/us/states/ct/districts/house/126.md
new file mode 100644
index 0000000000..5d21a3fe6b
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/126.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 126"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "126"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 126
+
+State House district 126 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/127.md b/data/jurisdictions/us/states/ct/districts/house/127.md
new file mode 100644
index 0000000000..ee664bc20c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/127.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 127"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "127"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 127
+
+State House district 127 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/128.md b/data/jurisdictions/us/states/ct/districts/house/128.md
new file mode 100644
index 0000000000..170ad90233
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/128.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 128"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "128"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 128
+
+State House district 128 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/129.md b/data/jurisdictions/us/states/ct/districts/house/129.md
new file mode 100644
index 0000000000..de0b284d9d
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/129.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 129"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "129"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 129
+
+State House district 129 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/13.md b/data/jurisdictions/us/states/ct/districts/house/13.md
new file mode 100644
index 0000000000..bd4fb198d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 13"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 13
+
+State House district 13 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/130.md b/data/jurisdictions/us/states/ct/districts/house/130.md
new file mode 100644
index 0000000000..80fdb900fb
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/130.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 130"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "130"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 130
+
+State House district 130 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/131.md b/data/jurisdictions/us/states/ct/districts/house/131.md
new file mode 100644
index 0000000000..e5ba0cbbff
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/131.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 131"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "131"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 131
+
+State House district 131 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/132.md b/data/jurisdictions/us/states/ct/districts/house/132.md
new file mode 100644
index 0000000000..a4c2eeaa87
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/132.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 132"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "132"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 132
+
+State House district 132 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/133.md b/data/jurisdictions/us/states/ct/districts/house/133.md
new file mode 100644
index 0000000000..21b82e74bb
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/133.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 133"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "133"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 133
+
+State House district 133 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/134.md b/data/jurisdictions/us/states/ct/districts/house/134.md
new file mode 100644
index 0000000000..d00a037c4b
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/134.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 134"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "134"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 134
+
+State House district 134 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/135.md b/data/jurisdictions/us/states/ct/districts/house/135.md
new file mode 100644
index 0000000000..7d881e2fc9
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/135.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 135"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "135"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 135
+
+State House district 135 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/136.md b/data/jurisdictions/us/states/ct/districts/house/136.md
new file mode 100644
index 0000000000..b211e1b83e
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/136.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 136"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "136"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 136
+
+State House district 136 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/137.md b/data/jurisdictions/us/states/ct/districts/house/137.md
new file mode 100644
index 0000000000..682fe8b5b8
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/137.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 137"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "137"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 137
+
+State House district 137 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/138.md b/data/jurisdictions/us/states/ct/districts/house/138.md
new file mode 100644
index 0000000000..337d4a749f
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/138.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 138"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "138"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 138
+
+State House district 138 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/139.md b/data/jurisdictions/us/states/ct/districts/house/139.md
new file mode 100644
index 0000000000..606533ea71
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/139.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 139"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "139"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 139
+
+State House district 139 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/14.md b/data/jurisdictions/us/states/ct/districts/house/14.md
new file mode 100644
index 0000000000..79e5e6f13d
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 14"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 14
+
+State House district 14 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/140.md b/data/jurisdictions/us/states/ct/districts/house/140.md
new file mode 100644
index 0000000000..359afae117
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/140.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 140"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "140"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 140
+
+State House district 140 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/141.md b/data/jurisdictions/us/states/ct/districts/house/141.md
new file mode 100644
index 0000000000..3eaf1236fb
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/141.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 141"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "141"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 141
+
+State House district 141 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/142.md b/data/jurisdictions/us/states/ct/districts/house/142.md
new file mode 100644
index 0000000000..12ee3d624b
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/142.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 142"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "142"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 142
+
+State House district 142 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/143.md b/data/jurisdictions/us/states/ct/districts/house/143.md
new file mode 100644
index 0000000000..8f2f2f1607
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/143.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 143"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "143"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 143
+
+State House district 143 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/144.md b/data/jurisdictions/us/states/ct/districts/house/144.md
new file mode 100644
index 0000000000..d30fe625d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/144.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 144"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "144"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 144
+
+State House district 144 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/145.md b/data/jurisdictions/us/states/ct/districts/house/145.md
new file mode 100644
index 0000000000..002343d07c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/145.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 145"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "145"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 145
+
+State House district 145 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/146.md b/data/jurisdictions/us/states/ct/districts/house/146.md
new file mode 100644
index 0000000000..ff55f3620b
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/146.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 146"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "146"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 146
+
+State House district 146 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/147.md b/data/jurisdictions/us/states/ct/districts/house/147.md
new file mode 100644
index 0000000000..79ee2620ff
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/147.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 147"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "147"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 147
+
+State House district 147 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/148.md b/data/jurisdictions/us/states/ct/districts/house/148.md
new file mode 100644
index 0000000000..a7a806054c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/148.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 148"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "148"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 148
+
+State House district 148 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/149.md b/data/jurisdictions/us/states/ct/districts/house/149.md
new file mode 100644
index 0000000000..acccdb0523
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/149.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 149"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "149"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 149
+
+State House district 149 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/15.md b/data/jurisdictions/us/states/ct/districts/house/15.md
new file mode 100644
index 0000000000..d287419e39
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 15"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 15
+
+State House district 15 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/150.md b/data/jurisdictions/us/states/ct/districts/house/150.md
new file mode 100644
index 0000000000..c3e1ea2d00
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/150.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 150"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "150"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 150
+
+State House district 150 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/151.md b/data/jurisdictions/us/states/ct/districts/house/151.md
new file mode 100644
index 0000000000..54f8bedc2e
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/151.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 151"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "151"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 151
+
+State House district 151 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/16.md b/data/jurisdictions/us/states/ct/districts/house/16.md
new file mode 100644
index 0000000000..ce6d2f2434
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 16"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 16
+
+State House district 16 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/17.md b/data/jurisdictions/us/states/ct/districts/house/17.md
new file mode 100644
index 0000000000..4b40efe253
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 17"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 17
+
+State House district 17 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/18.md b/data/jurisdictions/us/states/ct/districts/house/18.md
new file mode 100644
index 0000000000..28a1486d31
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 18"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 18
+
+State House district 18 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/19.md b/data/jurisdictions/us/states/ct/districts/house/19.md
new file mode 100644
index 0000000000..47c33c64dd
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 19"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 19
+
+State House district 19 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/2.md b/data/jurisdictions/us/states/ct/districts/house/2.md
new file mode 100644
index 0000000000..bfb3607a2d
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 2"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 2
+
+State House district 2 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/20.md b/data/jurisdictions/us/states/ct/districts/house/20.md
new file mode 100644
index 0000000000..3c16b7365a
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 20"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 20
+
+State House district 20 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/21.md b/data/jurisdictions/us/states/ct/districts/house/21.md
new file mode 100644
index 0000000000..8b6cba841d
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 21"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 21
+
+State House district 21 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/22.md b/data/jurisdictions/us/states/ct/districts/house/22.md
new file mode 100644
index 0000000000..ca767f0905
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 22"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 22
+
+State House district 22 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/23.md b/data/jurisdictions/us/states/ct/districts/house/23.md
new file mode 100644
index 0000000000..8d2a1d22b9
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 23"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 23
+
+State House district 23 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/24.md b/data/jurisdictions/us/states/ct/districts/house/24.md
new file mode 100644
index 0000000000..4f1641ebeb
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 24"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 24
+
+State House district 24 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/25.md b/data/jurisdictions/us/states/ct/districts/house/25.md
new file mode 100644
index 0000000000..5b045320c0
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 25"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 25
+
+State House district 25 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/26.md b/data/jurisdictions/us/states/ct/districts/house/26.md
new file mode 100644
index 0000000000..24cee72c11
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 26"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 26
+
+State House district 26 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/27.md b/data/jurisdictions/us/states/ct/districts/house/27.md
new file mode 100644
index 0000000000..a65c7ec914
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 27"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 27
+
+State House district 27 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/28.md b/data/jurisdictions/us/states/ct/districts/house/28.md
new file mode 100644
index 0000000000..ef91f3785f
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 28"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 28
+
+State House district 28 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/29.md b/data/jurisdictions/us/states/ct/districts/house/29.md
new file mode 100644
index 0000000000..b036078045
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 29"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 29
+
+State House district 29 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/3.md b/data/jurisdictions/us/states/ct/districts/house/3.md
new file mode 100644
index 0000000000..b5f75153c2
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 3"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 3
+
+State House district 3 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/30.md b/data/jurisdictions/us/states/ct/districts/house/30.md
new file mode 100644
index 0000000000..6693e90aa7
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 30"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 30
+
+State House district 30 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/31.md b/data/jurisdictions/us/states/ct/districts/house/31.md
new file mode 100644
index 0000000000..1f74685ada
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 31"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 31
+
+State House district 31 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/32.md b/data/jurisdictions/us/states/ct/districts/house/32.md
new file mode 100644
index 0000000000..b2abadef1d
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 32"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 32
+
+State House district 32 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/33.md b/data/jurisdictions/us/states/ct/districts/house/33.md
new file mode 100644
index 0000000000..233ebde95d
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 33"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 33
+
+State House district 33 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/34.md b/data/jurisdictions/us/states/ct/districts/house/34.md
new file mode 100644
index 0000000000..f16476e033
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 34"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 34
+
+State House district 34 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/35.md b/data/jurisdictions/us/states/ct/districts/house/35.md
new file mode 100644
index 0000000000..e3cfd9d2fb
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 35"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 35
+
+State House district 35 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/36.md b/data/jurisdictions/us/states/ct/districts/house/36.md
new file mode 100644
index 0000000000..29165a28d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 36"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 36
+
+State House district 36 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/37.md b/data/jurisdictions/us/states/ct/districts/house/37.md
new file mode 100644
index 0000000000..6984998a4c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 37"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 37
+
+State House district 37 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/38.md b/data/jurisdictions/us/states/ct/districts/house/38.md
new file mode 100644
index 0000000000..9fc25b3bb1
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 38"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 38
+
+State House district 38 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/39.md b/data/jurisdictions/us/states/ct/districts/house/39.md
new file mode 100644
index 0000000000..0a0985744c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 39"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 39
+
+State House district 39 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/4.md b/data/jurisdictions/us/states/ct/districts/house/4.md
new file mode 100644
index 0000000000..4135688ee5
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 4"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 4
+
+State House district 4 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/40.md b/data/jurisdictions/us/states/ct/districts/house/40.md
new file mode 100644
index 0000000000..f883bbb6ee
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 40"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 40
+
+State House district 40 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/41.md b/data/jurisdictions/us/states/ct/districts/house/41.md
new file mode 100644
index 0000000000..2bcafdc3a9
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 41"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 41
+
+State House district 41 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/42.md b/data/jurisdictions/us/states/ct/districts/house/42.md
new file mode 100644
index 0000000000..61757f1e4f
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 42"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 42
+
+State House district 42 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/43.md b/data/jurisdictions/us/states/ct/districts/house/43.md
new file mode 100644
index 0000000000..f054594831
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 43"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 43
+
+State House district 43 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/44.md b/data/jurisdictions/us/states/ct/districts/house/44.md
new file mode 100644
index 0000000000..9889732ec2
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 44"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 44
+
+State House district 44 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/45.md b/data/jurisdictions/us/states/ct/districts/house/45.md
new file mode 100644
index 0000000000..e1f8815757
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 45"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 45
+
+State House district 45 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/46.md b/data/jurisdictions/us/states/ct/districts/house/46.md
new file mode 100644
index 0000000000..7bf1421545
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 46"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 46
+
+State House district 46 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/47.md b/data/jurisdictions/us/states/ct/districts/house/47.md
new file mode 100644
index 0000000000..c5971c6d78
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 47"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 47
+
+State House district 47 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/48.md b/data/jurisdictions/us/states/ct/districts/house/48.md
new file mode 100644
index 0000000000..2fe266291a
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 48"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 48
+
+State House district 48 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/49.md b/data/jurisdictions/us/states/ct/districts/house/49.md
new file mode 100644
index 0000000000..301dcc9286
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 49"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 49
+
+State House district 49 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/5.md b/data/jurisdictions/us/states/ct/districts/house/5.md
new file mode 100644
index 0000000000..29a36c7982
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 5"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 5
+
+State House district 5 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/50.md b/data/jurisdictions/us/states/ct/districts/house/50.md
new file mode 100644
index 0000000000..a3c701c11f
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 50"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 50
+
+State House district 50 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/51.md b/data/jurisdictions/us/states/ct/districts/house/51.md
new file mode 100644
index 0000000000..0f73904d41
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 51"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 51
+
+State House district 51 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/52.md b/data/jurisdictions/us/states/ct/districts/house/52.md
new file mode 100644
index 0000000000..d5aa63a57c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 52"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 52
+
+State House district 52 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/53.md b/data/jurisdictions/us/states/ct/districts/house/53.md
new file mode 100644
index 0000000000..088356ae12
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 53"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 53
+
+State House district 53 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/54.md b/data/jurisdictions/us/states/ct/districts/house/54.md
new file mode 100644
index 0000000000..47d0ab4cf2
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 54"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 54
+
+State House district 54 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/55.md b/data/jurisdictions/us/states/ct/districts/house/55.md
new file mode 100644
index 0000000000..13129f75a9
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 55"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 55
+
+State House district 55 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/56.md b/data/jurisdictions/us/states/ct/districts/house/56.md
new file mode 100644
index 0000000000..d7b8305f5e
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 56"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 56
+
+State House district 56 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/57.md b/data/jurisdictions/us/states/ct/districts/house/57.md
new file mode 100644
index 0000000000..24529d7e11
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 57"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 57
+
+State House district 57 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/58.md b/data/jurisdictions/us/states/ct/districts/house/58.md
new file mode 100644
index 0000000000..6c4980dc3a
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 58"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 58
+
+State House district 58 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/59.md b/data/jurisdictions/us/states/ct/districts/house/59.md
new file mode 100644
index 0000000000..afd0bab741
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 59"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 59
+
+State House district 59 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/6.md b/data/jurisdictions/us/states/ct/districts/house/6.md
new file mode 100644
index 0000000000..8c6d104b77
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 6"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 6
+
+State House district 6 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/60.md b/data/jurisdictions/us/states/ct/districts/house/60.md
new file mode 100644
index 0000000000..c78603046e
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 60"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 60
+
+State House district 60 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/61.md b/data/jurisdictions/us/states/ct/districts/house/61.md
new file mode 100644
index 0000000000..385e37beb9
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 61"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 61
+
+State House district 61 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/62.md b/data/jurisdictions/us/states/ct/districts/house/62.md
new file mode 100644
index 0000000000..f0dfff23f3
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 62"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 62
+
+State House district 62 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/63.md b/data/jurisdictions/us/states/ct/districts/house/63.md
new file mode 100644
index 0000000000..1ab290b819
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 63"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 63
+
+State House district 63 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/64.md b/data/jurisdictions/us/states/ct/districts/house/64.md
new file mode 100644
index 0000000000..73cdff6d3b
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 64"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 64
+
+State House district 64 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/65.md b/data/jurisdictions/us/states/ct/districts/house/65.md
new file mode 100644
index 0000000000..0efeb916a9
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 65"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 65
+
+State House district 65 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/66.md b/data/jurisdictions/us/states/ct/districts/house/66.md
new file mode 100644
index 0000000000..b9f8faa505
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 66"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 66
+
+State House district 66 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/67.md b/data/jurisdictions/us/states/ct/districts/house/67.md
new file mode 100644
index 0000000000..9fde1a30a6
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 67"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 67
+
+State House district 67 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/68.md b/data/jurisdictions/us/states/ct/districts/house/68.md
new file mode 100644
index 0000000000..2a1b73f886
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 68"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 68
+
+State House district 68 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/69.md b/data/jurisdictions/us/states/ct/districts/house/69.md
new file mode 100644
index 0000000000..7c3e5abb7a
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 69"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 69
+
+State House district 69 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/7.md b/data/jurisdictions/us/states/ct/districts/house/7.md
new file mode 100644
index 0000000000..dd9664af97
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 7"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 7
+
+State House district 7 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/70.md b/data/jurisdictions/us/states/ct/districts/house/70.md
new file mode 100644
index 0000000000..8ba5090303
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 70"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 70
+
+State House district 70 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/71.md b/data/jurisdictions/us/states/ct/districts/house/71.md
new file mode 100644
index 0000000000..ab7010a127
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 71"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 71
+
+State House district 71 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/72.md b/data/jurisdictions/us/states/ct/districts/house/72.md
new file mode 100644
index 0000000000..e08ecae2e8
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 72"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 72
+
+State House district 72 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/73.md b/data/jurisdictions/us/states/ct/districts/house/73.md
new file mode 100644
index 0000000000..bea07d6405
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 73"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 73
+
+State House district 73 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/74.md b/data/jurisdictions/us/states/ct/districts/house/74.md
new file mode 100644
index 0000000000..6d171a30fe
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 74"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 74
+
+State House district 74 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/75.md b/data/jurisdictions/us/states/ct/districts/house/75.md
new file mode 100644
index 0000000000..f61a41b67a
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 75"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 75
+
+State House district 75 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/76.md b/data/jurisdictions/us/states/ct/districts/house/76.md
new file mode 100644
index 0000000000..4d1964b7e1
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 76"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 76
+
+State House district 76 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/77.md b/data/jurisdictions/us/states/ct/districts/house/77.md
new file mode 100644
index 0000000000..35fa4966a8
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 77"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 77
+
+State House district 77 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/78.md b/data/jurisdictions/us/states/ct/districts/house/78.md
new file mode 100644
index 0000000000..0b978fc775
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 78"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 78
+
+State House district 78 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/79.md b/data/jurisdictions/us/states/ct/districts/house/79.md
new file mode 100644
index 0000000000..34c1633424
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 79"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 79
+
+State House district 79 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/8.md b/data/jurisdictions/us/states/ct/districts/house/8.md
new file mode 100644
index 0000000000..87129d42f1
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 8"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 8
+
+State House district 8 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/80.md b/data/jurisdictions/us/states/ct/districts/house/80.md
new file mode 100644
index 0000000000..afcea30f89
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 80"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 80
+
+State House district 80 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/81.md b/data/jurisdictions/us/states/ct/districts/house/81.md
new file mode 100644
index 0000000000..1758449e5a
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 81"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 81
+
+State House district 81 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/82.md b/data/jurisdictions/us/states/ct/districts/house/82.md
new file mode 100644
index 0000000000..13bd53a119
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 82"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 82
+
+State House district 82 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/83.md b/data/jurisdictions/us/states/ct/districts/house/83.md
new file mode 100644
index 0000000000..73e2b961ac
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 83"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 83
+
+State House district 83 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/84.md b/data/jurisdictions/us/states/ct/districts/house/84.md
new file mode 100644
index 0000000000..a2ef8f3695
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 84"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 84
+
+State House district 84 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/85.md b/data/jurisdictions/us/states/ct/districts/house/85.md
new file mode 100644
index 0000000000..b9466168e7
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 85"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 85
+
+State House district 85 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/86.md b/data/jurisdictions/us/states/ct/districts/house/86.md
new file mode 100644
index 0000000000..196942c354
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 86"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 86
+
+State House district 86 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/87.md b/data/jurisdictions/us/states/ct/districts/house/87.md
new file mode 100644
index 0000000000..4c82961cb8
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 87"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 87
+
+State House district 87 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/88.md b/data/jurisdictions/us/states/ct/districts/house/88.md
new file mode 100644
index 0000000000..e7dceffaae
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 88"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 88
+
+State House district 88 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/89.md b/data/jurisdictions/us/states/ct/districts/house/89.md
new file mode 100644
index 0000000000..13a9cb2bbc
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 89"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 89
+
+State House district 89 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/9.md b/data/jurisdictions/us/states/ct/districts/house/9.md
new file mode 100644
index 0000000000..8e22617a90
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 9"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 9
+
+State House district 9 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/90.md b/data/jurisdictions/us/states/ct/districts/house/90.md
new file mode 100644
index 0000000000..da2e7e1dea
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 90"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 90
+
+State House district 90 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/91.md b/data/jurisdictions/us/states/ct/districts/house/91.md
new file mode 100644
index 0000000000..7b91fff2c3
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 91"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 91
+
+State House district 91 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/92.md b/data/jurisdictions/us/states/ct/districts/house/92.md
new file mode 100644
index 0000000000..7108a4ce62
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 92"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 92
+
+State House district 92 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/93.md b/data/jurisdictions/us/states/ct/districts/house/93.md
new file mode 100644
index 0000000000..5c07c0a928
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 93"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 93
+
+State House district 93 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/94.md b/data/jurisdictions/us/states/ct/districts/house/94.md
new file mode 100644
index 0000000000..06f069b9eb
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 94"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 94
+
+State House district 94 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/95.md b/data/jurisdictions/us/states/ct/districts/house/95.md
new file mode 100644
index 0000000000..2f255ff917
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 95"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 95
+
+State House district 95 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/96.md b/data/jurisdictions/us/states/ct/districts/house/96.md
new file mode 100644
index 0000000000..9f4306add4
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 96"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 96
+
+State House district 96 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/97.md b/data/jurisdictions/us/states/ct/districts/house/97.md
new file mode 100644
index 0000000000..0998810bbf
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 97"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 97
+
+State House district 97 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/98.md b/data/jurisdictions/us/states/ct/districts/house/98.md
new file mode 100644
index 0000000000..20396e0deb
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 98"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 98
+
+State House district 98 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/house/99.md b/data/jurisdictions/us/states/ct/districts/house/99.md
new file mode 100644
index 0000000000..f6888b5b42
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT House District 99"
+classification: state-house-district
+state: "CT"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT House District 99
+
+State House district 99 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/1.md b/data/jurisdictions/us/states/ct/districts/senate/1.md
new file mode 100644
index 0000000000..c121362cf3
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 1"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 1
+
+State Senate district 1 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/10.md b/data/jurisdictions/us/states/ct/districts/senate/10.md
new file mode 100644
index 0000000000..0df76f120c
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 10"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 10
+
+State Senate district 10 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/11.md b/data/jurisdictions/us/states/ct/districts/senate/11.md
new file mode 100644
index 0000000000..9c6f1fc2dd
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 11"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 11
+
+State Senate district 11 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/12.md b/data/jurisdictions/us/states/ct/districts/senate/12.md
new file mode 100644
index 0000000000..ca0a52e937
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 12"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 12
+
+State Senate district 12 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/13.md b/data/jurisdictions/us/states/ct/districts/senate/13.md
new file mode 100644
index 0000000000..0d524c3097
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 13"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 13
+
+State Senate district 13 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/14.md b/data/jurisdictions/us/states/ct/districts/senate/14.md
new file mode 100644
index 0000000000..20bb437701
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 14"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 14
+
+State Senate district 14 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/15.md b/data/jurisdictions/us/states/ct/districts/senate/15.md
new file mode 100644
index 0000000000..eb983ce2cc
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 15"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 15
+
+State Senate district 15 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/16.md b/data/jurisdictions/us/states/ct/districts/senate/16.md
new file mode 100644
index 0000000000..5b8d7d808d
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 16"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 16
+
+State Senate district 16 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/17.md b/data/jurisdictions/us/states/ct/districts/senate/17.md
new file mode 100644
index 0000000000..4491fff995
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 17"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 17
+
+State Senate district 17 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/18.md b/data/jurisdictions/us/states/ct/districts/senate/18.md
new file mode 100644
index 0000000000..6befe6925a
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 18"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 18
+
+State Senate district 18 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/19.md b/data/jurisdictions/us/states/ct/districts/senate/19.md
new file mode 100644
index 0000000000..c7b04dc76f
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 19"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 19
+
+State Senate district 19 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/2.md b/data/jurisdictions/us/states/ct/districts/senate/2.md
new file mode 100644
index 0000000000..e67f604a7d
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 2"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 2
+
+State Senate district 2 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/20.md b/data/jurisdictions/us/states/ct/districts/senate/20.md
new file mode 100644
index 0000000000..a75d46af55
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 20"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 20
+
+State Senate district 20 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/21.md b/data/jurisdictions/us/states/ct/districts/senate/21.md
new file mode 100644
index 0000000000..ef42d7d6d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 21"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 21
+
+State Senate district 21 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/22.md b/data/jurisdictions/us/states/ct/districts/senate/22.md
new file mode 100644
index 0000000000..515b3e5ce7
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 22"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 22
+
+State Senate district 22 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/23.md b/data/jurisdictions/us/states/ct/districts/senate/23.md
new file mode 100644
index 0000000000..7bd7c9c964
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 23"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 23
+
+State Senate district 23 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/24.md b/data/jurisdictions/us/states/ct/districts/senate/24.md
new file mode 100644
index 0000000000..498c1717c1
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 24"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 24
+
+State Senate district 24 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/25.md b/data/jurisdictions/us/states/ct/districts/senate/25.md
new file mode 100644
index 0000000000..f05a5207ed
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 25"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 25
+
+State Senate district 25 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/26.md b/data/jurisdictions/us/states/ct/districts/senate/26.md
new file mode 100644
index 0000000000..9c32cc06ec
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 26"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 26
+
+State Senate district 26 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/27.md b/data/jurisdictions/us/states/ct/districts/senate/27.md
new file mode 100644
index 0000000000..7c0bf6bca4
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 27"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 27
+
+State Senate district 27 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/28.md b/data/jurisdictions/us/states/ct/districts/senate/28.md
new file mode 100644
index 0000000000..b08d9b39c9
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 28"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 28
+
+State Senate district 28 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/29.md b/data/jurisdictions/us/states/ct/districts/senate/29.md
new file mode 100644
index 0000000000..54457dc874
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 29"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 29
+
+State Senate district 29 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/3.md b/data/jurisdictions/us/states/ct/districts/senate/3.md
new file mode 100644
index 0000000000..505828bdc8
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 3"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 3
+
+State Senate district 3 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/30.md b/data/jurisdictions/us/states/ct/districts/senate/30.md
new file mode 100644
index 0000000000..f096f03210
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 30"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 30
+
+State Senate district 30 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/31.md b/data/jurisdictions/us/states/ct/districts/senate/31.md
new file mode 100644
index 0000000000..56bbb506b5
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 31"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 31
+
+State Senate district 31 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/32.md b/data/jurisdictions/us/states/ct/districts/senate/32.md
new file mode 100644
index 0000000000..2109988c8f
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 32"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 32
+
+State Senate district 32 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/33.md b/data/jurisdictions/us/states/ct/districts/senate/33.md
new file mode 100644
index 0000000000..148467ec07
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 33"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 33
+
+State Senate district 33 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/34.md b/data/jurisdictions/us/states/ct/districts/senate/34.md
new file mode 100644
index 0000000000..cb6f298b56
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 34"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 34
+
+State Senate district 34 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/35.md b/data/jurisdictions/us/states/ct/districts/senate/35.md
new file mode 100644
index 0000000000..2f35654354
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 35"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 35
+
+State Senate district 35 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/36.md b/data/jurisdictions/us/states/ct/districts/senate/36.md
new file mode 100644
index 0000000000..4e70e30864
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 36"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 36
+
+State Senate district 36 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/4.md b/data/jurisdictions/us/states/ct/districts/senate/4.md
new file mode 100644
index 0000000000..9eb0d711be
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 4"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 4
+
+State Senate district 4 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/5.md b/data/jurisdictions/us/states/ct/districts/senate/5.md
new file mode 100644
index 0000000000..e449a94176
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 5"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 5
+
+State Senate district 5 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/6.md b/data/jurisdictions/us/states/ct/districts/senate/6.md
new file mode 100644
index 0000000000..397a157bfe
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 6"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 6
+
+State Senate district 6 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/7.md b/data/jurisdictions/us/states/ct/districts/senate/7.md
new file mode 100644
index 0000000000..9576750e63
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 7"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 7
+
+State Senate district 7 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/8.md b/data/jurisdictions/us/states/ct/districts/senate/8.md
new file mode 100644
index 0000000000..a9435a2cf1
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 8"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 8
+
+State Senate district 8 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/districts/senate/9.md b/data/jurisdictions/us/states/ct/districts/senate/9.md
new file mode 100644
index 0000000000..0ee94e45ea
--- /dev/null
+++ b/data/jurisdictions/us/states/ct/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "CT Senate District 9"
+classification: state-senate-district
+state: "CT"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ct]
+timestamp: "2026-07-03"
+---
+
+# CT Senate District 9
+
+State Senate district 9 (CT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ct/people/aimee-berger-girvalo.md b/data/jurisdictions/us/states/ct/people/aimee-berger-girvalo.md
index f869d5673f..fe34449914 100644
--- a/data/jurisdictions/us/states/ct/people/aimee-berger-girvalo.md
+++ b/data/jurisdictions/us/states/ct/people/aimee-berger-girvalo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 111"
+represents: "us/states/ct/districts/house/111"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 111 (CT State House of Representatives District 111).
 
+Represents [CT State House of Representatives District 111](/us/states/ct/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/al-paolillo.md b/data/jurisdictions/us/states/ct/people/al-paolillo.md
index f628d736b3..77f55f1b43 100644
--- a/data/jurisdictions/us/states/ct/people/al-paolillo.md
+++ b/data/jurisdictions/us/states/ct/people/al-paolillo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 97"
+represents: "us/states/ct/districts/house/97"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 97 (CT State House of Representatives District 97).
 
+Represents [CT State House of Representatives District 97](/us/states/ct/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/amy-morrin-bello.md b/data/jurisdictions/us/states/ct/people/amy-morrin-bello.md
index 6e36f08b0b..285208d261 100644
--- a/data/jurisdictions/us/states/ct/people/amy-morrin-bello.md
+++ b/data/jurisdictions/us/states/ct/people/amy-morrin-bello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 28"
+represents: "us/states/ct/districts/house/28"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 28 (CT State House of Representatives District 28).
 
+Represents [CT State House of Representatives District 28](/us/states/ct/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/amy-romano.md b/data/jurisdictions/us/states/ct/people/amy-romano.md
index 924e88dddd..7d5d0b6182 100644
--- a/data/jurisdictions/us/states/ct/people/amy-romano.md
+++ b/data/jurisdictions/us/states/ct/people/amy-romano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 113"
+represents: "us/states/ct/districts/house/113"
 tenure:
   start: "2025-04-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 113 (CT State House of Representatives District 113).
 
+Represents [CT State House of Representatives District 113](/us/states/ct/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/andre-baker.md b/data/jurisdictions/us/states/ct/people/andre-baker.md
index 481ff98cdb..88fe8b1c70 100644
--- a/data/jurisdictions/us/states/ct/people/andre-baker.md
+++ b/data/jurisdictions/us/states/ct/people/andre-baker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 124"
+represents: "us/states/ct/districts/house/124"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 124 (CT State House of Representatives District 124).
 
+Represents [CT State House of Representatives District 124](/us/states/ct/districts/house/124.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/anne-dauphinais.md b/data/jurisdictions/us/states/ct/people/anne-dauphinais.md
index 5bd4e94c27..f8523f1e52 100644
--- a/data/jurisdictions/us/states/ct/people/anne-dauphinais.md
+++ b/data/jurisdictions/us/states/ct/people/anne-dauphinais.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 44"
+represents: "us/states/ct/districts/house/44"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 44 (CT State House of Representatives District 44).
 
+Represents [CT State House of Representatives District 44](/us/states/ct/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/anne-hughes.md b/data/jurisdictions/us/states/ct/people/anne-hughes.md
index 7b08113ef4..743df6d6e1 100644
--- a/data/jurisdictions/us/states/ct/people/anne-hughes.md
+++ b/data/jurisdictions/us/states/ct/people/anne-hughes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 135"
+represents: "us/states/ct/districts/house/135"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 135 (CT State House of Representatives District 135).
 
+Represents [CT State House of Representatives District 135](/us/states/ct/districts/house/135.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/anthony-nolan.md b/data/jurisdictions/us/states/ct/people/anthony-nolan.md
index 5d27f0499e..2ed06d867c 100644
--- a/data/jurisdictions/us/states/ct/people/anthony-nolan.md
+++ b/data/jurisdictions/us/states/ct/people/anthony-nolan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 39"
+represents: "us/states/ct/districts/house/39"
 tenure:
   start: "2019-03-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 39 (CT State House of Representatives District 39).
 
+Represents [CT State House of Representatives District 39](/us/states/ct/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/arnie-jensen.md b/data/jurisdictions/us/states/ct/people/arnie-jensen.md
index cb9baaa48d..69bbac68cc 100644
--- a/data/jurisdictions/us/states/ct/people/arnie-jensen.md
+++ b/data/jurisdictions/us/states/ct/people/arnie-jensen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 131"
+represents: "us/states/ct/districts/house/131"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 131 (CT State House of Representatives District 131).
 
+Represents [CT State House of Representatives District 131](/us/states/ct/districts/house/131.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/aundre-bumgardner.md b/data/jurisdictions/us/states/ct/people/aundre-bumgardner.md
index 0928145b0d..7b31eea494 100644
--- a/data/jurisdictions/us/states/ct/people/aundre-bumgardner.md
+++ b/data/jurisdictions/us/states/ct/people/aundre-bumgardner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 41"
+represents: "us/states/ct/districts/house/41"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 41 (CT State House of Representatives District 41).
 
+Represents [CT State House of Representatives District 41](/us/states/ct/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/ben-mcgorty.md b/data/jurisdictions/us/states/ct/people/ben-mcgorty.md
index b78e122a7c..529e597a7c 100644
--- a/data/jurisdictions/us/states/ct/people/ben-mcgorty.md
+++ b/data/jurisdictions/us/states/ct/people/ben-mcgorty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 122"
+represents: "us/states/ct/districts/house/122"
 tenure:
   start: "2014-07-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 122 (CT State House of Representatives District 122).
 
+Represents [CT State House of Representatives District 122](/us/states/ct/districts/house/122.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/bill-heffernan.md b/data/jurisdictions/us/states/ct/people/bill-heffernan.md
index af77219391..125870669f 100644
--- a/data/jurisdictions/us/states/ct/people/bill-heffernan.md
+++ b/data/jurisdictions/us/states/ct/people/bill-heffernan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 115"
+represents: "us/states/ct/districts/house/115"
 tenure:
   start: "2024-01-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 115 (CT State House of Representatives District 115).
 
+Represents [CT State House of Representatives District 115](/us/states/ct/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/bill-pizzuto.md b/data/jurisdictions/us/states/ct/people/bill-pizzuto.md
index 4c99196889..561cf67c36 100644
--- a/data/jurisdictions/us/states/ct/people/bill-pizzuto.md
+++ b/data/jurisdictions/us/states/ct/people/bill-pizzuto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 71"
+represents: "us/states/ct/districts/house/71"
 tenure:
   start: "2022-02-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 71 (CT State House of Representatives District 71).
 
+Represents [CT State House of Representatives District 71](/us/states/ct/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/billy-buckbee.md b/data/jurisdictions/us/states/ct/people/billy-buckbee.md
index 905cad23ef..e3b4a22f8a 100644
--- a/data/jurisdictions/us/states/ct/people/billy-buckbee.md
+++ b/data/jurisdictions/us/states/ct/people/billy-buckbee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 67"
+represents: "us/states/ct/districts/house/67"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 67 (CT State House of Representatives District 67).
 
+Represents [CT State House of Representatives District 67](/us/states/ct/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/bob-duff.md b/data/jurisdictions/us/states/ct/people/bob-duff.md
index e593cf60da..f9264e039b 100644
--- a/data/jurisdictions/us/states/ct/people/bob-duff.md
+++ b/data/jurisdictions/us/states/ct/people/bob-duff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 25"
+represents: "us/states/ct/districts/senate/25"
 tenure:
   start: "2005-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 25 (CT State Senate District 25).
 
+Represents [CT State Senate District 25](/us/states/ct/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/bob-godfrey.md b/data/jurisdictions/us/states/ct/people/bob-godfrey.md
index ac35f7e615..2cc2ce4451 100644
--- a/data/jurisdictions/us/states/ct/people/bob-godfrey.md
+++ b/data/jurisdictions/us/states/ct/people/bob-godfrey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 110"
+represents: "us/states/ct/districts/house/110"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 110 (CT State House of Representatives District 110).
 
+Represents [CT State House of Representatives District 110](/us/states/ct/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/bobby-gibson.md b/data/jurisdictions/us/states/ct/people/bobby-gibson.md
index 34a733fa6e..46ee8a99c4 100644
--- a/data/jurisdictions/us/states/ct/people/bobby-gibson.md
+++ b/data/jurisdictions/us/states/ct/people/bobby-gibson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 15"
+represents: "us/states/ct/districts/house/15"
 tenure:
   start: "2018-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 15 (CT State House of Representatives District 15).
 
+Represents [CT State House of Representatives District 15](/us/states/ct/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/brandon-chafee.md b/data/jurisdictions/us/states/ct/people/brandon-chafee.md
index da9eca301c..5cdb5a5cde 100644
--- a/data/jurisdictions/us/states/ct/people/brandon-chafee.md
+++ b/data/jurisdictions/us/states/ct/people/brandon-chafee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 33"
+represents: "us/states/ct/districts/house/33"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 33 (CT State House of Representatives District 33).
 
+Represents [CT State House of Representatives District 33](/us/states/ct/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/brian-lanoue.md b/data/jurisdictions/us/states/ct/people/brian-lanoue.md
index 4e5293557c..c71d35a0b1 100644
--- a/data/jurisdictions/us/states/ct/people/brian-lanoue.md
+++ b/data/jurisdictions/us/states/ct/people/brian-lanoue.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 45"
+represents: "us/states/ct/districts/house/45"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 45 (CT State House of Representatives District 45).
 
+Represents [CT State House of Representatives District 45](/us/states/ct/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/cara-pavalock-d-amato.md b/data/jurisdictions/us/states/ct/people/cara-pavalock-d-amato.md
index 1faff058e5..094907a7cf 100644
--- a/data/jurisdictions/us/states/ct/people/cara-pavalock-d-amato.md
+++ b/data/jurisdictions/us/states/ct/people/cara-pavalock-d-amato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 77"
+represents: "us/states/ct/districts/house/77"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 77 (CT State House of Representatives District 77).
 
+Represents [CT State House of Representatives District 77](/us/states/ct/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/carol-hall.md b/data/jurisdictions/us/states/ct/people/carol-hall.md
index b89a6c2623..29b88df03c 100644
--- a/data/jurisdictions/us/states/ct/people/carol-hall.md
+++ b/data/jurisdictions/us/states/ct/people/carol-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 59"
+represents: "us/states/ct/districts/house/59"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 59 (CT State House of Representatives District 59).
 
+Represents [CT State House of Representatives District 59](/us/states/ct/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/cathy-osten.md b/data/jurisdictions/us/states/ct/people/cathy-osten.md
index aaae425ece..1ec0f410a6 100644
--- a/data/jurisdictions/us/states/ct/people/cathy-osten.md
+++ b/data/jurisdictions/us/states/ct/people/cathy-osten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 19"
+represents: "us/states/ct/districts/senate/19"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 19 (CT State Senate District 19).
 
+Represents [CT State Senate District 19](/us/states/ct/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/ceci-maher.md b/data/jurisdictions/us/states/ct/people/ceci-maher.md
index a1126de8ad..4257a1b5cf 100644
--- a/data/jurisdictions/us/states/ct/people/ceci-maher.md
+++ b/data/jurisdictions/us/states/ct/people/ceci-maher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 26"
+represents: "us/states/ct/districts/senate/26"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 26 (CT State Senate District 26).
 
+Represents [CT State Senate District 26](/us/states/ct/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/chris-aniskovich.md b/data/jurisdictions/us/states/ct/people/chris-aniskovich.md
index 1dd9111ae6..077b7c24c8 100644
--- a/data/jurisdictions/us/states/ct/people/chris-aniskovich.md
+++ b/data/jurisdictions/us/states/ct/people/chris-aniskovich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 35"
+represents: "us/states/ct/districts/house/35"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 35 (CT State House of Representatives District 35).
 
+Represents [CT State House of Representatives District 35](/us/states/ct/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/chris-poulos.md b/data/jurisdictions/us/states/ct/people/chris-poulos.md
index 581d761b42..a2448e08ed 100644
--- a/data/jurisdictions/us/states/ct/people/chris-poulos.md
+++ b/data/jurisdictions/us/states/ct/people/chris-poulos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 81"
+represents: "us/states/ct/districts/house/81"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 81 (CT State House of Representatives District 81).
 
+Represents [CT State House of Representatives District 81](/us/states/ct/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/chris-stewart.md b/data/jurisdictions/us/states/ct/people/chris-stewart.md
index cc2ee49f0a..3eae00f67b 100644
--- a/data/jurisdictions/us/states/ct/people/chris-stewart.md
+++ b/data/jurisdictions/us/states/ct/people/chris-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 51"
+represents: "us/states/ct/districts/house/51"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 51 (CT State House of Representatives District 51).
 
+Represents [CT State House of Representatives District 51](/us/states/ct/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/christie-carpino.md b/data/jurisdictions/us/states/ct/people/christie-carpino.md
index 632c0da8ab..a89375ef52 100644
--- a/data/jurisdictions/us/states/ct/people/christie-carpino.md
+++ b/data/jurisdictions/us/states/ct/people/christie-carpino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 32"
+represents: "us/states/ct/districts/house/32"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 32 (CT State House of Representatives District 32).
 
+Represents [CT State House of Representatives District 32](/us/states/ct/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/christine-cohen.md b/data/jurisdictions/us/states/ct/people/christine-cohen.md
index a87d6d6ee2..0f6ca32924 100644
--- a/data/jurisdictions/us/states/ct/people/christine-cohen.md
+++ b/data/jurisdictions/us/states/ct/people/christine-cohen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 12"
+represents: "us/states/ct/districts/senate/12"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 12 (CT State Senate District 12).
 
+Represents [CT State Senate District 12](/us/states/ct/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/christopher-rosario.md b/data/jurisdictions/us/states/ct/people/christopher-rosario.md
index 81d63e96fd..68ef69119a 100644
--- a/data/jurisdictions/us/states/ct/people/christopher-rosario.md
+++ b/data/jurisdictions/us/states/ct/people/christopher-rosario.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 128"
+represents: "us/states/ct/districts/house/128"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 128 (CT State House of Representatives District 128).
 
+Represents [CT State House of Representatives District 128](/us/states/ct/districts/house/128.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/corey-paris.md b/data/jurisdictions/us/states/ct/people/corey-paris.md
index ec1d474cec..95a616d99b 100644
--- a/data/jurisdictions/us/states/ct/people/corey-paris.md
+++ b/data/jurisdictions/us/states/ct/people/corey-paris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 145"
+represents: "us/states/ct/districts/house/145"
 tenure:
   start: "2021-05-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 145 (CT State House of Representatives District 145).
 
+Represents [CT State House of Representatives District 145](/us/states/ct/districts/house/145.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/craig-fishbein.md b/data/jurisdictions/us/states/ct/people/craig-fishbein.md
index ddb5e34f26..90f8558392 100644
--- a/data/jurisdictions/us/states/ct/people/craig-fishbein.md
+++ b/data/jurisdictions/us/states/ct/people/craig-fishbein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 90"
+represents: "us/states/ct/districts/house/90"
 tenure:
   start: "2016-11-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 90 (CT State House of Representatives District 90).
 
+Represents [CT State House of Representatives District 90](/us/states/ct/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/cristin-mccarthy-vahey.md b/data/jurisdictions/us/states/ct/people/cristin-mccarthy-vahey.md
index d1985448c8..56d923a371 100644
--- a/data/jurisdictions/us/states/ct/people/cristin-mccarthy-vahey.md
+++ b/data/jurisdictions/us/states/ct/people/cristin-mccarthy-vahey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 133"
+represents: "us/states/ct/districts/house/133"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 133 (CT State House of Representatives District 133).
 
+Represents [CT State House of Representatives District 133](/us/states/ct/districts/house/133.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/dan-gaiewski.md b/data/jurisdictions/us/states/ct/people/dan-gaiewski.md
index 6735136aa8..cfc3289b30 100644
--- a/data/jurisdictions/us/states/ct/people/dan-gaiewski.md
+++ b/data/jurisdictions/us/states/ct/people/dan-gaiewski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 40"
+represents: "us/states/ct/districts/house/40"
 tenure:
   start: "2025-02-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 40 (CT State House of Representatives District 40).
 
+Represents [CT State House of Representatives District 40](/us/states/ct/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/dave-defronzo.md b/data/jurisdictions/us/states/ct/people/dave-defronzo.md
index dbe5be4ff8..118762a3e6 100644
--- a/data/jurisdictions/us/states/ct/people/dave-defronzo.md
+++ b/data/jurisdictions/us/states/ct/people/dave-defronzo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 26"
+represents: "us/states/ct/districts/house/26"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 26 (CT State House of Representatives District 26).
 
+Represents [CT State House of Representatives District 26](/us/states/ct/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/dave-rutigliano.md b/data/jurisdictions/us/states/ct/people/dave-rutigliano.md
index 55141f92e0..77c18d00b6 100644
--- a/data/jurisdictions/us/states/ct/people/dave-rutigliano.md
+++ b/data/jurisdictions/us/states/ct/people/dave-rutigliano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 123"
+represents: "us/states/ct/districts/house/123"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 123 (CT State House of Representatives District 123).
 
+Represents [CT State House of Representatives District 123](/us/states/ct/districts/house/123.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/dave-yaccarino.md b/data/jurisdictions/us/states/ct/people/dave-yaccarino.md
index 84d2bc7f70..580ff6e6df 100644
--- a/data/jurisdictions/us/states/ct/people/dave-yaccarino.md
+++ b/data/jurisdictions/us/states/ct/people/dave-yaccarino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 87"
+represents: "us/states/ct/districts/house/87"
 tenure:
   start: "2011-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 87 (CT State House of Representatives District 87).
 
+Represents [CT State House of Representatives District 87](/us/states/ct/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/derek-slap.md b/data/jurisdictions/us/states/ct/people/derek-slap.md
index b220b92f11..3b254a5428 100644
--- a/data/jurisdictions/us/states/ct/people/derek-slap.md
+++ b/data/jurisdictions/us/states/ct/people/derek-slap.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 5"
+represents: "us/states/ct/districts/senate/5"
 tenure:
   start: "2019-03-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 5 (CT State Senate District 5).
 
+Represents [CT State Senate District 5](/us/states/ct/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/derell-wilson.md b/data/jurisdictions/us/states/ct/people/derell-wilson.md
index 1590d10b0a..e57917be30 100644
--- a/data/jurisdictions/us/states/ct/people/derell-wilson.md
+++ b/data/jurisdictions/us/states/ct/people/derell-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 46"
+represents: "us/states/ct/districts/house/46"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 46 (CT State House of Representatives District 46).
 
+Represents [CT State House of Representatives District 46](/us/states/ct/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/devin-carney.md b/data/jurisdictions/us/states/ct/people/devin-carney.md
index 102a7a000d..e1d7324331 100644
--- a/data/jurisdictions/us/states/ct/people/devin-carney.md
+++ b/data/jurisdictions/us/states/ct/people/devin-carney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 23"
+represents: "us/states/ct/districts/house/23"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 23 (CT State House of Representatives District 23).
 
+Represents [CT State House of Representatives District 23](/us/states/ct/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/dominique-johnson.md b/data/jurisdictions/us/states/ct/people/dominique-johnson.md
index 7a333e873f..17bb9388b1 100644
--- a/data/jurisdictions/us/states/ct/people/dominique-johnson.md
+++ b/data/jurisdictions/us/states/ct/people/dominique-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 143"
+represents: "us/states/ct/districts/house/143"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 143 (CT State House of Representatives District 143).
 
+Represents [CT State House of Representatives District 143](/us/states/ct/districts/house/143.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/donna-veach.md b/data/jurisdictions/us/states/ct/people/donna-veach.md
index 6d9e3660d5..5e66d3449d 100644
--- a/data/jurisdictions/us/states/ct/people/donna-veach.md
+++ b/data/jurisdictions/us/states/ct/people/donna-veach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 30"
+represents: "us/states/ct/districts/house/30"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 30 (CT State House of Representatives District 30).
 
+Represents [CT State House of Representatives District 30](/us/states/ct/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/doug-dubitsky.md b/data/jurisdictions/us/states/ct/people/doug-dubitsky.md
index ae86763771..4ad31884db 100644
--- a/data/jurisdictions/us/states/ct/people/doug-dubitsky.md
+++ b/data/jurisdictions/us/states/ct/people/doug-dubitsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 47"
+represents: "us/states/ct/districts/house/47"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 47 (CT State House of Representatives District 47).
 
+Represents [CT State House of Representatives District 47](/us/states/ct/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/doug-mccrory.md b/data/jurisdictions/us/states/ct/people/doug-mccrory.md
index 526a875d37..0c40648779 100644
--- a/data/jurisdictions/us/states/ct/people/doug-mccrory.md
+++ b/data/jurisdictions/us/states/ct/people/doug-mccrory.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 2"
+represents: "us/states/ct/districts/senate/2"
 tenure:
   start: "2017-03-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 2 (CT State Senate District 2).
 
+Represents [CT State Senate District 2](/us/states/ct/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/eilish-collins-main.md b/data/jurisdictions/us/states/ct/people/eilish-collins-main.md
index c7c6d636fc..862d100975 100644
--- a/data/jurisdictions/us/states/ct/people/eilish-collins-main.md
+++ b/data/jurisdictions/us/states/ct/people/eilish-collins-main.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 146"
+represents: "us/states/ct/districts/house/146"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 146 (CT State House of Representatives District 146).
 
+Represents [CT State House of Representatives District 146](/us/states/ct/districts/house/146.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/eleni-degraw.md b/data/jurisdictions/us/states/ct/people/eleni-degraw.md
index b7239d1c7c..319340e81c 100644
--- a/data/jurisdictions/us/states/ct/people/eleni-degraw.md
+++ b/data/jurisdictions/us/states/ct/people/eleni-degraw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 17"
+represents: "us/states/ct/districts/house/17"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 17 (CT State House of Representatives District 17).
 
+Represents [CT State House of Representatives District 17](/us/states/ct/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/eric-berthel.md b/data/jurisdictions/us/states/ct/people/eric-berthel.md
index d073653919..1ce1a596a1 100644
--- a/data/jurisdictions/us/states/ct/people/eric-berthel.md
+++ b/data/jurisdictions/us/states/ct/people/eric-berthel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 32"
+represents: "us/states/ct/districts/senate/32"
 tenure:
   start: "2017-03-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 32 (CT State Senate District 32).
 
+Represents [CT State Senate District 32](/us/states/ct/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/farley-santos.md b/data/jurisdictions/us/states/ct/people/farley-santos.md
index 3528573164..c917e732d7 100644
--- a/data/jurisdictions/us/states/ct/people/farley-santos.md
+++ b/data/jurisdictions/us/states/ct/people/farley-santos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 109"
+represents: "us/states/ct/districts/house/109"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 109 (CT State House of Representatives District 109).
 
+Represents [CT State House of Representatives District 109](/us/states/ct/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/frank-smith.md b/data/jurisdictions/us/states/ct/people/frank-smith.md
index 5a6e6e091f..dbafe96645 100644
--- a/data/jurisdictions/us/states/ct/people/frank-smith.md
+++ b/data/jurisdictions/us/states/ct/people/frank-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 118"
+represents: "us/states/ct/districts/house/118"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 118 (CT State House of Representatives District 118).
 
+Represents [CT State House of Representatives District 118](/us/states/ct/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/fred-gee.md b/data/jurisdictions/us/states/ct/people/fred-gee.md
index 72306a520c..90935a8e08 100644
--- a/data/jurisdictions/us/states/ct/people/fred-gee.md
+++ b/data/jurisdictions/us/states/ct/people/fred-gee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 126"
+represents: "us/states/ct/districts/house/126"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 126 (CT State House of Representatives District 126).
 
+Represents [CT State House of Representatives District 126](/us/states/ct/districts/house/126.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/gale-mastrofrancesco.md b/data/jurisdictions/us/states/ct/people/gale-mastrofrancesco.md
index 9fd2fc9894..2be7617ffe 100644
--- a/data/jurisdictions/us/states/ct/people/gale-mastrofrancesco.md
+++ b/data/jurisdictions/us/states/ct/people/gale-mastrofrancesco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 80"
+represents: "us/states/ct/districts/house/80"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 80 (CT State House of Representatives District 80).
 
+Represents [CT State House of Representatives District 80](/us/states/ct/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/gary-turco.md b/data/jurisdictions/us/states/ct/people/gary-turco.md
index 294d8bb9c3..4945941acf 100644
--- a/data/jurisdictions/us/states/ct/people/gary-turco.md
+++ b/data/jurisdictions/us/states/ct/people/gary-turco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 27"
+represents: "us/states/ct/districts/house/27"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 27 (CT State House of Representatives District 27).
 
+Represents [CT State House of Representatives District 27](/us/states/ct/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/gary-winfield.md b/data/jurisdictions/us/states/ct/people/gary-winfield.md
index 198e606e8b..181617be20 100644
--- a/data/jurisdictions/us/states/ct/people/gary-winfield.md
+++ b/data/jurisdictions/us/states/ct/people/gary-winfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 10"
+represents: "us/states/ct/districts/senate/10"
 tenure:
   start: "2014-02-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 10 (CT State Senate District 10).
 
+Represents [CT State Senate District 10](/us/states/ct/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/geoff-luxenberg.md b/data/jurisdictions/us/states/ct/people/geoff-luxenberg.md
index 889fdc4b84..4f35e09784 100644
--- a/data/jurisdictions/us/states/ct/people/geoff-luxenberg.md
+++ b/data/jurisdictions/us/states/ct/people/geoff-luxenberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 12"
+represents: "us/states/ct/districts/house/12"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 12 (CT State House of Representatives District 12).
 
+Represents [CT State House of Representatives District 12](/us/states/ct/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/geraldo-reyes.md b/data/jurisdictions/us/states/ct/people/geraldo-reyes.md
index 997e69bcf4..c92f68424e 100644
--- a/data/jurisdictions/us/states/ct/people/geraldo-reyes.md
+++ b/data/jurisdictions/us/states/ct/people/geraldo-reyes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 75"
+represents: "us/states/ct/districts/house/75"
 tenure:
   start: "2016-04-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 75 (CT State House of Representatives District 75).
 
+Represents [CT State House of Representatives District 75](/us/states/ct/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/greg-howard.md b/data/jurisdictions/us/states/ct/people/greg-howard.md
index 8a7ef9c917..ac2d98dc59 100644
--- a/data/jurisdictions/us/states/ct/people/greg-howard.md
+++ b/data/jurisdictions/us/states/ct/people/greg-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 43"
+represents: "us/states/ct/districts/house/43"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 43 (CT State House of Representatives District 43).
 
+Represents [CT State House of Representatives District 43](/us/states/ct/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/gregg-haddad.md b/data/jurisdictions/us/states/ct/people/gregg-haddad.md
index c6c7de7dbb..deaf82caed 100644
--- a/data/jurisdictions/us/states/ct/people/gregg-haddad.md
+++ b/data/jurisdictions/us/states/ct/people/gregg-haddad.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 54"
+represents: "us/states/ct/districts/house/54"
 tenure:
   start: "2011-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 54 (CT State House of Representatives District 54).
 
+Represents [CT State House of Representatives District 54](/us/states/ct/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/heather-somers.md b/data/jurisdictions/us/states/ct/people/heather-somers.md
index b3f1b1c5d3..caa1a40cfc 100644
--- a/data/jurisdictions/us/states/ct/people/heather-somers.md
+++ b/data/jurisdictions/us/states/ct/people/heather-somers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 18"
+represents: "us/states/ct/districts/senate/18"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 18 (CT State Senate District 18).
 
+Represents [CT State Senate District 18](/us/states/ct/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/hector-arzeno.md b/data/jurisdictions/us/states/ct/people/hector-arzeno.md
index 97117dc0ec..ec5e3b061a 100644
--- a/data/jurisdictions/us/states/ct/people/hector-arzeno.md
+++ b/data/jurisdictions/us/states/ct/people/hector-arzeno.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 151"
+represents: "us/states/ct/districts/house/151"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 151 (CT State House of Representatives District 151).
 
+Represents [CT State House of Representatives District 151](/us/states/ct/districts/house/151.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/henri-martin.md b/data/jurisdictions/us/states/ct/people/henri-martin.md
index 22d6aecdec..8bb4e62a25 100644
--- a/data/jurisdictions/us/states/ct/people/henri-martin.md
+++ b/data/jurisdictions/us/states/ct/people/henri-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 31"
+represents: "us/states/ct/districts/senate/31"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 31 (CT State Senate District 31).
 
+Represents [CT State Senate District 31](/us/states/ct/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/henry-genga.md b/data/jurisdictions/us/states/ct/people/henry-genga.md
index 97990e1024..0b97f64f88 100644
--- a/data/jurisdictions/us/states/ct/people/henry-genga.md
+++ b/data/jurisdictions/us/states/ct/people/henry-genga.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 10"
+represents: "us/states/ct/districts/house/10"
 tenure:
   start: "2006-02-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 10 (CT State House of Representatives District 10).
 
+Represents [CT State House of Representatives District 10](/us/states/ct/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/herron-gaston.md b/data/jurisdictions/us/states/ct/people/herron-gaston.md
index a6b32311b9..112e578cf6 100644
--- a/data/jurisdictions/us/states/ct/people/herron-gaston.md
+++ b/data/jurisdictions/us/states/ct/people/herron-gaston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 23"
+represents: "us/states/ct/districts/senate/23"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 23 (CT State Senate District 23).
 
+Represents [CT State Senate District 23](/us/states/ct/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/hilda-santiago.md b/data/jurisdictions/us/states/ct/people/hilda-santiago.md
index 1db5031482..9bd4305d84 100644
--- a/data/jurisdictions/us/states/ct/people/hilda-santiago.md
+++ b/data/jurisdictions/us/states/ct/people/hilda-santiago.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 84"
+represents: "us/states/ct/districts/house/84"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 84 (CT State House of Representatives District 84).
 
+Represents [CT State House of Representatives District 84](/us/states/ct/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/hubert-delany.md b/data/jurisdictions/us/states/ct/people/hubert-delany.md
index 08b79da266..a542a92488 100644
--- a/data/jurisdictions/us/states/ct/people/hubert-delany.md
+++ b/data/jurisdictions/us/states/ct/people/hubert-delany.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 144"
+represents: "us/states/ct/districts/house/144"
 tenure:
   start: "2022-02-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 144 (CT State House of Representatives District 144).
 
+Represents [CT State House of Representatives District 144](/us/states/ct/districts/house/144.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/irene-haines.md b/data/jurisdictions/us/states/ct/people/irene-haines.md
index 5c6bac574f..e773a9e3ad 100644
--- a/data/jurisdictions/us/states/ct/people/irene-haines.md
+++ b/data/jurisdictions/us/states/ct/people/irene-haines.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 34"
+represents: "us/states/ct/districts/house/34"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 34 (CT State House of Representatives District 34).
 
+Represents [CT State House of Representatives District 34](/us/states/ct/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/iris-sanchez.md b/data/jurisdictions/us/states/ct/people/iris-sanchez.md
index 974dbc9a45..e0bb5bca9d 100644
--- a/data/jurisdictions/us/states/ct/people/iris-sanchez.md
+++ b/data/jurisdictions/us/states/ct/people/iris-sanchez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 25"
+represents: "us/states/ct/districts/house/25"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 25 (CT State House of Representatives District 25).
 
+Represents [CT State House of Representatives District 25](/us/states/ct/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jack-fazzino.md b/data/jurisdictions/us/states/ct/people/jack-fazzino.md
index 0b3f356be2..4f3ff653ac 100644
--- a/data/jurisdictions/us/states/ct/people/jack-fazzino.md
+++ b/data/jurisdictions/us/states/ct/people/jack-fazzino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 83"
+represents: "us/states/ct/districts/house/83"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 83 (CT State House of Representatives District 83).
 
+Represents [CT State House of Representatives District 83](/us/states/ct/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jaime-foster.md b/data/jurisdictions/us/states/ct/people/jaime-foster.md
index 61ed763ee1..ed1b68caf8 100644
--- a/data/jurisdictions/us/states/ct/people/jaime-foster.md
+++ b/data/jurisdictions/us/states/ct/people/jaime-foster.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 57"
+represents: "us/states/ct/districts/house/57"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 57 (CT State House of Representatives District 57).
 
+Represents [CT State House of Representatives District 57](/us/states/ct/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/james-maroney.md b/data/jurisdictions/us/states/ct/people/james-maroney.md
index 2831077f02..e6d006cde3 100644
--- a/data/jurisdictions/us/states/ct/people/james-maroney.md
+++ b/data/jurisdictions/us/states/ct/people/james-maroney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 14"
+represents: "us/states/ct/districts/senate/14"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 14 (CT State Senate District 14).
 
+Represents [CT State Senate District 14](/us/states/ct/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jan-hochadel.md b/data/jurisdictions/us/states/ct/people/jan-hochadel.md
index 617107d51a..401189ee01 100644
--- a/data/jurisdictions/us/states/ct/people/jan-hochadel.md
+++ b/data/jurisdictions/us/states/ct/people/jan-hochadel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 13"
+represents: "us/states/ct/districts/senate/13"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 13 (CT State Senate District 13).
 
+Represents [CT State Senate District 13](/us/states/ct/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jane-garibay.md b/data/jurisdictions/us/states/ct/people/jane-garibay.md
index 4f9266b1dc..60f1f745b7 100644
--- a/data/jurisdictions/us/states/ct/people/jane-garibay.md
+++ b/data/jurisdictions/us/states/ct/people/jane-garibay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 60"
+represents: "us/states/ct/districts/house/60"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 60 (CT State House of Representatives District 60).
 
+Represents [CT State House of Representatives District 60](/us/states/ct/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jason-buchsbaum.md b/data/jurisdictions/us/states/ct/people/jason-buchsbaum.md
index 622104c6ed..f748ad1de5 100644
--- a/data/jurisdictions/us/states/ct/people/jason-buchsbaum.md
+++ b/data/jurisdictions/us/states/ct/people/jason-buchsbaum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 69"
+represents: "us/states/ct/districts/house/69"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 69 (CT State House of Representatives District 69).
 
+Represents [CT State House of Representatives District 69](/us/states/ct/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jason-doucette.md b/data/jurisdictions/us/states/ct/people/jason-doucette.md
index 52b110a93b..9ee402ae22 100644
--- a/data/jurisdictions/us/states/ct/people/jason-doucette.md
+++ b/data/jurisdictions/us/states/ct/people/jason-doucette.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 13"
+represents: "us/states/ct/districts/house/13"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 13 (CT State House of Representatives District 13).
 
+Represents [CT State House of Representatives District 13](/us/states/ct/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jason-perillo.md b/data/jurisdictions/us/states/ct/people/jason-perillo.md
index 35d95fae02..f143ac28b1 100644
--- a/data/jurisdictions/us/states/ct/people/jason-perillo.md
+++ b/data/jurisdictions/us/states/ct/people/jason-perillo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 21"
+represents: "us/states/ct/districts/senate/21"
 tenure:
   start: "2025-02-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 21 (CT State Senate District 21).
 
+Represents [CT State Senate District 21](/us/states/ct/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jason-rojas.md b/data/jurisdictions/us/states/ct/people/jason-rojas.md
index f3df667b67..a4db4eab7a 100644
--- a/data/jurisdictions/us/states/ct/people/jason-rojas.md
+++ b/data/jurisdictions/us/states/ct/people/jason-rojas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 9"
+represents: "us/states/ct/districts/house/9"
 tenure:
   start: "2009-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 9 (CT State House of Representatives District 9).
 
+Represents [CT State House of Representatives District 9](/us/states/ct/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jay-case.md b/data/jurisdictions/us/states/ct/people/jay-case.md
index fcefe84f4b..657c9edd30 100644
--- a/data/jurisdictions/us/states/ct/people/jay-case.md
+++ b/data/jurisdictions/us/states/ct/people/jay-case.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 63"
+represents: "us/states/ct/districts/house/63"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 63 (CT State House of Representatives District 63).
 
+Represents [CT State House of Representatives District 63](/us/states/ct/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jeff-gordon.md b/data/jurisdictions/us/states/ct/people/jeff-gordon.md
index adbf1e806d..3c369acd8b 100644
--- a/data/jurisdictions/us/states/ct/people/jeff-gordon.md
+++ b/data/jurisdictions/us/states/ct/people/jeff-gordon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 35"
+represents: "us/states/ct/districts/senate/35"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 35 (CT State Senate District 35).
 
+Represents [CT State Senate District 35](/us/states/ct/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jenn-leeper.md b/data/jurisdictions/us/states/ct/people/jenn-leeper.md
index ac96034d50..0de9bad715 100644
--- a/data/jurisdictions/us/states/ct/people/jenn-leeper.md
+++ b/data/jurisdictions/us/states/ct/people/jenn-leeper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 132"
+represents: "us/states/ct/districts/house/132"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 132 (CT State House of Representatives District 132).
 
+Represents [CT State House of Representatives District 132](/us/states/ct/districts/house/132.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jill-barry.md b/data/jurisdictions/us/states/ct/people/jill-barry.md
index a73acfd753..33d81e67df 100644
--- a/data/jurisdictions/us/states/ct/people/jill-barry.md
+++ b/data/jurisdictions/us/states/ct/people/jill-barry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 31"
+represents: "us/states/ct/districts/house/31"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 31 (CT State House of Representatives District 31).
 
+Represents [CT State House of Representatives District 31](/us/states/ct/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jill-gilchrest.md b/data/jurisdictions/us/states/ct/people/jill-gilchrest.md
index 9f383227a5..f8d6082736 100644
--- a/data/jurisdictions/us/states/ct/people/jill-gilchrest.md
+++ b/data/jurisdictions/us/states/ct/people/jill-gilchrest.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 18"
+represents: "us/states/ct/districts/house/18"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 18 (CT State House of Representatives District 18).
 
+Represents [CT State House of Representatives District 18](/us/states/ct/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jimmy-sanchez.md b/data/jurisdictions/us/states/ct/people/jimmy-sanchez.md
index bee9e7bbcb..aad935428a 100644
--- a/data/jurisdictions/us/states/ct/people/jimmy-sanchez.md
+++ b/data/jurisdictions/us/states/ct/people/jimmy-sanchez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 6"
+represents: "us/states/ct/districts/house/6"
 tenure:
   start: "2023-03-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 6 (CT State House of Representatives District 6).
 
+Represents [CT State House of Representatives District 6](/us/states/ct/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/joan-hartley.md b/data/jurisdictions/us/states/ct/people/joan-hartley.md
index d865898554..fcd5f47807 100644
--- a/data/jurisdictions/us/states/ct/people/joan-hartley.md
+++ b/data/jurisdictions/us/states/ct/people/joan-hartley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 15"
+represents: "us/states/ct/districts/senate/15"
 tenure:
   start: "2001-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 15 (CT State Senate District 15).
 
+Represents [CT State Senate District 15](/us/states/ct/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/joe-canino.md b/data/jurisdictions/us/states/ct/people/joe-canino.md
index 8c44b4a6f7..23413681c6 100644
--- a/data/jurisdictions/us/states/ct/people/joe-canino.md
+++ b/data/jurisdictions/us/states/ct/people/joe-canino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 65"
+represents: "us/states/ct/districts/house/65"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 65 (CT State House of Representatives District 65).
 
+Represents [CT State House of Representatives District 65](/us/states/ct/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/joe-gresko.md b/data/jurisdictions/us/states/ct/people/joe-gresko.md
index 0587d92df1..a8353199b0 100644
--- a/data/jurisdictions/us/states/ct/people/joe-gresko.md
+++ b/data/jurisdictions/us/states/ct/people/joe-gresko.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 121"
+represents: "us/states/ct/districts/house/121"
 tenure:
   start: "2016-02-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 121 (CT State House of Representatives District 121).
 
+Represents [CT State House of Representatives District 121](/us/states/ct/districts/house/121.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/joe-hoxha.md b/data/jurisdictions/us/states/ct/people/joe-hoxha.md
index 72975f66ba..553da3c0e8 100644
--- a/data/jurisdictions/us/states/ct/people/joe-hoxha.md
+++ b/data/jurisdictions/us/states/ct/people/joe-hoxha.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 78"
+represents: "us/states/ct/districts/house/78"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 78 (CT State House of Representatives District 78).
 
+Represents [CT State House of Representatives District 78](/us/states/ct/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/joe-polletta.md b/data/jurisdictions/us/states/ct/people/joe-polletta.md
index a42df6244f..605020ea0d 100644
--- a/data/jurisdictions/us/states/ct/people/joe-polletta.md
+++ b/data/jurisdictions/us/states/ct/people/joe-polletta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 68"
+represents: "us/states/ct/districts/house/68"
 tenure:
   start: "2017-05-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 68 (CT State House of Representatives District 68).
 
+Represents [CT State House of Representatives District 68](/us/states/ct/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/joe-zullo.md b/data/jurisdictions/us/states/ct/people/joe-zullo.md
index 8919962608..3a4665e9fe 100644
--- a/data/jurisdictions/us/states/ct/people/joe-zullo.md
+++ b/data/jurisdictions/us/states/ct/people/joe-zullo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 99"
+represents: "us/states/ct/districts/house/99"
 tenure:
   start: "2019-03-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 99 (CT State House of Representatives District 99).
 
+Represents [CT State House of Representatives District 99](/us/states/ct/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/john-fonfara.md b/data/jurisdictions/us/states/ct/people/john-fonfara.md
index 414be657d2..e9e9292738 100644
--- a/data/jurisdictions/us/states/ct/people/john-fonfara.md
+++ b/data/jurisdictions/us/states/ct/people/john-fonfara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 1"
+represents: "us/states/ct/districts/senate/1"
 tenure:
   start: "1997-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 1 (CT State Senate District 1).
 
+Represents [CT State Senate District 1](/us/states/ct/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/john-kissel.md b/data/jurisdictions/us/states/ct/people/john-kissel.md
index 4b605b878b..2f0f893688 100644
--- a/data/jurisdictions/us/states/ct/people/john-kissel.md
+++ b/data/jurisdictions/us/states/ct/people/john-kissel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 7"
+represents: "us/states/ct/districts/senate/7"
 tenure:
   start: "1993-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 7 (CT State Senate District 7).
 
+Represents [CT State Senate District 7](/us/states/ct/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/john-michael-parker.md b/data/jurisdictions/us/states/ct/people/john-michael-parker.md
index f3709f7f46..01a2626b00 100644
--- a/data/jurisdictions/us/states/ct/people/john-michael-parker.md
+++ b/data/jurisdictions/us/states/ct/people/john-michael-parker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 101"
+represents: "us/states/ct/districts/house/101"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 101 (CT State House of Representatives District 101).
 
+Represents [CT State House of Representatives District 101](/us/states/ct/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/john-piscopo.md b/data/jurisdictions/us/states/ct/people/john-piscopo.md
index 5bb6263fb8..417e9b2e20 100644
--- a/data/jurisdictions/us/states/ct/people/john-piscopo.md
+++ b/data/jurisdictions/us/states/ct/people/john-piscopo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 76"
+represents: "us/states/ct/districts/house/76"
 tenure:
   start: "1989-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 76 (CT State House of Representatives District 76).
 
+Represents [CT State House of Representatives District 76](/us/states/ct/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/john-santanella.md b/data/jurisdictions/us/states/ct/people/john-santanella.md
index ffdc791ae4..a93b53b18e 100644
--- a/data/jurisdictions/us/states/ct/people/john-santanella.md
+++ b/data/jurisdictions/us/states/ct/people/john-santanella.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 58"
+represents: "us/states/ct/districts/house/58"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 58 (CT State House of Representatives District 58).
 
+Represents [CT State House of Representatives District 58](/us/states/ct/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jonathan-jacobson.md b/data/jurisdictions/us/states/ct/people/jonathan-jacobson.md
index 4738009b8d..63fa1ee16a 100644
--- a/data/jurisdictions/us/states/ct/people/jonathan-jacobson.md
+++ b/data/jurisdictions/us/states/ct/people/jonathan-jacobson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 148"
+represents: "us/states/ct/districts/house/148"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 148 (CT State House of Representatives District 148).
 
+Represents [CT State House of Representatives District 148](/us/states/ct/districts/house/148.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jonathan-steinberg.md b/data/jurisdictions/us/states/ct/people/jonathan-steinberg.md
index ee98179e81..0ed4494057 100644
--- a/data/jurisdictions/us/states/ct/people/jonathan-steinberg.md
+++ b/data/jurisdictions/us/states/ct/people/jonathan-steinberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 136"
+represents: "us/states/ct/districts/house/136"
 tenure:
   start: "2011-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 136 (CT State House of Representatives District 136).
 
+Represents [CT State House of Representatives District 136](/us/states/ct/districts/house/136.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/jorge-cabrera.md b/data/jurisdictions/us/states/ct/people/jorge-cabrera.md
index 4d269a68b2..b277318e00 100644
--- a/data/jurisdictions/us/states/ct/people/jorge-cabrera.md
+++ b/data/jurisdictions/us/states/ct/people/jorge-cabrera.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 17"
+represents: "us/states/ct/districts/senate/17"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 17 (CT State Senate District 17).
 
+Represents [CT State Senate District 17](/us/states/ct/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/josh-elliott.md b/data/jurisdictions/us/states/ct/people/josh-elliott.md
index 209b73dc18..5f5721a4c8 100644
--- a/data/jurisdictions/us/states/ct/people/josh-elliott.md
+++ b/data/jurisdictions/us/states/ct/people/josh-elliott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 88"
+represents: "us/states/ct/districts/house/88"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 88 (CT State House of Representatives District 88).
 
+Represents [CT State House of Representatives District 88](/us/states/ct/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/joshua-hall.md b/data/jurisdictions/us/states/ct/people/joshua-hall.md
index 3cc89ab363..8a176d555d 100644
--- a/data/jurisdictions/us/states/ct/people/joshua-hall.md
+++ b/data/jurisdictions/us/states/ct/people/joshua-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 7"
+represents: "us/states/ct/districts/house/7"
 tenure:
   start: "2017-04-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 7 (CT State House of Representatives District 7).
 
+Represents [CT State House of Representatives District 7](/us/states/ct/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/juan-candelaria.md b/data/jurisdictions/us/states/ct/people/juan-candelaria.md
index eb3001dee0..6f591a186c 100644
--- a/data/jurisdictions/us/states/ct/people/juan-candelaria.md
+++ b/data/jurisdictions/us/states/ct/people/juan-candelaria.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 95"
+represents: "us/states/ct/districts/house/95"
 tenure:
   start: "2003-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 95 (CT State House of Representatives District 95).
 
+Represents [CT State House of Representatives District 95](/us/states/ct/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/julie-kushner.md b/data/jurisdictions/us/states/ct/people/julie-kushner.md
index 4fd464a9b2..b818b5af46 100644
--- a/data/jurisdictions/us/states/ct/people/julie-kushner.md
+++ b/data/jurisdictions/us/states/ct/people/julie-kushner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 24"
+represents: "us/states/ct/districts/senate/24"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 24 (CT State Senate District 24).
 
+Represents [CT State Senate District 24](/us/states/ct/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/julio-concepcion.md b/data/jurisdictions/us/states/ct/people/julio-concepcion.md
index e051db121b..c11bd2b07b 100644
--- a/data/jurisdictions/us/states/ct/people/julio-concepcion.md
+++ b/data/jurisdictions/us/states/ct/people/julio-concepcion.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 4"
+represents: "us/states/ct/districts/house/4"
 tenure:
   start: "2018-06-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 4 (CT State House of Representatives District 4).
 
+Represents [CT State House of Representatives District 4](/us/states/ct/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/kadeem-roberts.md b/data/jurisdictions/us/states/ct/people/kadeem-roberts.md
index d84986e8bd..a3b5370854 100644
--- a/data/jurisdictions/us/states/ct/people/kadeem-roberts.md
+++ b/data/jurisdictions/us/states/ct/people/kadeem-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 137"
+represents: "us/states/ct/districts/house/137"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 137 (CT State House of Representatives District 137).
 
+Represents [CT State House of Representatives District 137](/us/states/ct/districts/house/137.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/kai-belton.md b/data/jurisdictions/us/states/ct/people/kai-belton.md
index db0f9094fe..d522cc7e1a 100644
--- a/data/jurisdictions/us/states/ct/people/kai-belton.md
+++ b/data/jurisdictions/us/states/ct/people/kai-belton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 100"
+represents: "us/states/ct/districts/house/100"
 tenure:
   start: "2023-03-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 100 (CT State House of Representatives District 100).
 
+Represents [CT State House of Representatives District 100](/us/states/ct/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/kaitlyn-shake.md b/data/jurisdictions/us/states/ct/people/kaitlyn-shake.md
index cfda1e400c..b32e0f9ce6 100644
--- a/data/jurisdictions/us/states/ct/people/kaitlyn-shake.md
+++ b/data/jurisdictions/us/states/ct/people/kaitlyn-shake.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 120"
+represents: "us/states/ct/districts/house/120"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 120 (CT State House of Representatives District 120).
 
+Represents [CT State House of Representatives District 120](/us/states/ct/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/kara-rochelle.md b/data/jurisdictions/us/states/ct/people/kara-rochelle.md
index c327b6e340..2c0a6d2121 100644
--- a/data/jurisdictions/us/states/ct/people/kara-rochelle.md
+++ b/data/jurisdictions/us/states/ct/people/kara-rochelle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 104"
+represents: "us/states/ct/districts/house/104"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 104 (CT State House of Representatives District 104).
 
+Represents [CT State House of Representatives District 104](/us/states/ct/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/karen-reddington-hughes.md b/data/jurisdictions/us/states/ct/people/karen-reddington-hughes.md
index 442e2aa344..376976b06d 100644
--- a/data/jurisdictions/us/states/ct/people/karen-reddington-hughes.md
+++ b/data/jurisdictions/us/states/ct/people/karen-reddington-hughes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 66"
+represents: "us/states/ct/districts/house/66"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 66 (CT State House of Representatives District 66).
 
+Represents [CT State House of Representatives District 66](/us/states/ct/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/kate-farrar.md b/data/jurisdictions/us/states/ct/people/kate-farrar.md
index bc8d52b24f..d49c196518 100644
--- a/data/jurisdictions/us/states/ct/people/kate-farrar.md
+++ b/data/jurisdictions/us/states/ct/people/kate-farrar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 20"
+represents: "us/states/ct/districts/house/20"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 20 (CT State House of Representatives District 20).
 
+Represents [CT State House of Representatives District 20](/us/states/ct/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/kathy-kennedy.md b/data/jurisdictions/us/states/ct/people/kathy-kennedy.md
index 69446b520b..4749c0c55e 100644
--- a/data/jurisdictions/us/states/ct/people/kathy-kennedy.md
+++ b/data/jurisdictions/us/states/ct/people/kathy-kennedy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 119"
+represents: "us/states/ct/districts/house/119"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 119 (CT State House of Representatives District 119).
 
+Represents [CT State House of Representatives District 119](/us/states/ct/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/ken-gucker.md b/data/jurisdictions/us/states/ct/people/ken-gucker.md
index bc5ac0809d..fff931456f 100644
--- a/data/jurisdictions/us/states/ct/people/ken-gucker.md
+++ b/data/jurisdictions/us/states/ct/people/ken-gucker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 138"
+represents: "us/states/ct/districts/house/138"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 138 (CT State House of Representatives District 138).
 
+Represents [CT State House of Representatives District 138](/us/states/ct/districts/house/138.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/kerry-wood.md b/data/jurisdictions/us/states/ct/people/kerry-wood.md
index 0e41292a00..c71cc14fff 100644
--- a/data/jurisdictions/us/states/ct/people/kerry-wood.md
+++ b/data/jurisdictions/us/states/ct/people/kerry-wood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 29"
+represents: "us/states/ct/districts/house/29"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 29 (CT State House of Representatives District 29).
 
+Represents [CT State House of Representatives District 29](/us/states/ct/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/kevin-brown.md b/data/jurisdictions/us/states/ct/people/kevin-brown.md
index a8a876d139..8a64328101 100644
--- a/data/jurisdictions/us/states/ct/people/kevin-brown.md
+++ b/data/jurisdictions/us/states/ct/people/kevin-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 56"
+represents: "us/states/ct/districts/house/56"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 56 (CT State House of Representatives District 56).
 
+Represents [CT State House of Representatives District 56](/us/states/ct/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/kurt-vail.md b/data/jurisdictions/us/states/ct/people/kurt-vail.md
index 7a478012d6..e44915c122 100644
--- a/data/jurisdictions/us/states/ct/people/kurt-vail.md
+++ b/data/jurisdictions/us/states/ct/people/kurt-vail.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 52"
+represents: "us/states/ct/districts/house/52"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 52 (CT State House of Representatives District 52).
 
+Represents [CT State House of Representatives District 52](/us/states/ct/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/larry-butler.md b/data/jurisdictions/us/states/ct/people/larry-butler.md
index 433f5d41b8..e3a878a864 100644
--- a/data/jurisdictions/us/states/ct/people/larry-butler.md
+++ b/data/jurisdictions/us/states/ct/people/larry-butler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 72"
+represents: "us/states/ct/districts/house/72"
 tenure:
   start: "2007-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 72 (CT State House of Representatives District 72).
 
+Represents [CT State House of Representatives District 72](/us/states/ct/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/larry-pemberton.md b/data/jurisdictions/us/states/ct/people/larry-pemberton.md
index dc0c683a1d..adc0801673 100644
--- a/data/jurisdictions/us/states/ct/people/larry-pemberton.md
+++ b/data/jurisdictions/us/states/ct/people/larry-pemberton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 139"
+represents: "us/states/ct/districts/house/139"
 tenure:
   start: "2026-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 139 (CT State House of Representatives District 139).
 
+Represents [CT State House of Representatives District 139](/us/states/ct/districts/house/139.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/laurie-sweet.md b/data/jurisdictions/us/states/ct/people/laurie-sweet.md
index a6d65db57b..6796b53a7e 100644
--- a/data/jurisdictions/us/states/ct/people/laurie-sweet.md
+++ b/data/jurisdictions/us/states/ct/people/laurie-sweet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 91"
+represents: "us/states/ct/districts/house/91"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 91 (CT State House of Representatives District 91).
 
+Represents [CT State House of Representatives District 91](/us/states/ct/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/lezlye-zupkus.md b/data/jurisdictions/us/states/ct/people/lezlye-zupkus.md
index 258886d702..f98725e872 100644
--- a/data/jurisdictions/us/states/ct/people/lezlye-zupkus.md
+++ b/data/jurisdictions/us/states/ct/people/lezlye-zupkus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 89"
+represents: "us/states/ct/districts/house/89"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 89 (CT State House of Representatives District 89).
 
+Represents [CT State House of Representatives District 89](/us/states/ct/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/liz-linehan.md b/data/jurisdictions/us/states/ct/people/liz-linehan.md
index 04e586ccd4..8a3f6fc752 100644
--- a/data/jurisdictions/us/states/ct/people/liz-linehan.md
+++ b/data/jurisdictions/us/states/ct/people/liz-linehan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 103"
+represents: "us/states/ct/districts/house/103"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 103 (CT State House of Representatives District 103).
 
+Represents [CT State House of Representatives District 103](/us/states/ct/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/lucy-dathan.md b/data/jurisdictions/us/states/ct/people/lucy-dathan.md
index 92e8480709..194204efa0 100644
--- a/data/jurisdictions/us/states/ct/people/lucy-dathan.md
+++ b/data/jurisdictions/us/states/ct/people/lucy-dathan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 142"
+represents: "us/states/ct/districts/house/142"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 142 (CT State House of Representatives District 142).
 
+Represents [CT State House of Representatives District 142](/us/states/ct/districts/house/142.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/m-d-rahman.md b/data/jurisdictions/us/states/ct/people/m-d-rahman.md
index 5ab858fb7f..fa3c9f7356 100644
--- a/data/jurisdictions/us/states/ct/people/m-d-rahman.md
+++ b/data/jurisdictions/us/states/ct/people/m-d-rahman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 4"
+represents: "us/states/ct/districts/senate/4"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 4 (CT State Senate District 4).
 
+Represents [CT State Senate District 4](/us/states/ct/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/m-j-shannon.md b/data/jurisdictions/us/states/ct/people/m-j-shannon.md
index 9d00a3decd..0895e10796 100644
--- a/data/jurisdictions/us/states/ct/people/m-j-shannon.md
+++ b/data/jurisdictions/us/states/ct/people/m-j-shannon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 117"
+represents: "us/states/ct/districts/house/117"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 117 (CT State House of Representatives District 117).
 
+Represents [CT State House of Representatives District 117](/us/states/ct/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/mae-flexer.md b/data/jurisdictions/us/states/ct/people/mae-flexer.md
index 29bd6bcbb3..33b688f8f4 100644
--- a/data/jurisdictions/us/states/ct/people/mae-flexer.md
+++ b/data/jurisdictions/us/states/ct/people/mae-flexer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 29"
+represents: "us/states/ct/districts/senate/29"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 29 (CT State Senate District 29).
 
+Represents [CT State Senate District 29](/us/states/ct/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/manny-sanchez.md b/data/jurisdictions/us/states/ct/people/manny-sanchez.md
index 4d7c42c752..7b4807eaf1 100644
--- a/data/jurisdictions/us/states/ct/people/manny-sanchez.md
+++ b/data/jurisdictions/us/states/ct/people/manny-sanchez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 24"
+represents: "us/states/ct/districts/house/24"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 24 (CT State House of Representatives District 24).
 
+Represents [CT State House of Representatives District 24](/us/states/ct/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/marcus-brown.md b/data/jurisdictions/us/states/ct/people/marcus-brown.md
index 96f3a9887c..1a5b0d642b 100644
--- a/data/jurisdictions/us/states/ct/people/marcus-brown.md
+++ b/data/jurisdictions/us/states/ct/people/marcus-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 127"
+represents: "us/states/ct/districts/house/127"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 127 (CT State House of Representatives District 127).
 
+Represents [CT State House of Representatives District 127](/us/states/ct/districts/house/127.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/maria-horn.md b/data/jurisdictions/us/states/ct/people/maria-horn.md
index 99f8217b08..4007b2119c 100644
--- a/data/jurisdictions/us/states/ct/people/maria-horn.md
+++ b/data/jurisdictions/us/states/ct/people/maria-horn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 64"
+represents: "us/states/ct/districts/house/64"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 64 (CT State House of Representatives District 64).
 
+Represents [CT State House of Representatives District 64](/us/states/ct/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/mark-anderson.md b/data/jurisdictions/us/states/ct/people/mark-anderson.md
index 52a818b75c..f7138899df 100644
--- a/data/jurisdictions/us/states/ct/people/mark-anderson.md
+++ b/data/jurisdictions/us/states/ct/people/mark-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 62"
+represents: "us/states/ct/districts/house/62"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 62 (CT State House of Representatives District 62).
 
+Represents [CT State House of Representatives District 62](/us/states/ct/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/mark-decaprio.md b/data/jurisdictions/us/states/ct/people/mark-decaprio.md
index 8b46d3a3d6..17ce7fc77b 100644
--- a/data/jurisdictions/us/states/ct/people/mark-decaprio.md
+++ b/data/jurisdictions/us/states/ct/people/mark-decaprio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 48"
+represents: "us/states/ct/districts/house/48"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 48 (CT State House of Representatives District 48).
 
+Represents [CT State House of Representatives District 48](/us/states/ct/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/martha-marx.md b/data/jurisdictions/us/states/ct/people/martha-marx.md
index 575bd995b2..c62cb8d1bf 100644
--- a/data/jurisdictions/us/states/ct/people/martha-marx.md
+++ b/data/jurisdictions/us/states/ct/people/martha-marx.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 20"
+represents: "us/states/ct/districts/senate/20"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 20 (CT State Senate District 20).
 
+Represents [CT State Senate District 20](/us/states/ct/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/martin-looney.md b/data/jurisdictions/us/states/ct/people/martin-looney.md
index b81f43943e..e54321a7a4 100644
--- a/data/jurisdictions/us/states/ct/people/martin-looney.md
+++ b/data/jurisdictions/us/states/ct/people/martin-looney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 11"
+represents: "us/states/ct/districts/senate/11"
 tenure:
   start: "1993-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 11 (CT State Senate District 11).
 
+Represents [CT State Senate District 11](/us/states/ct/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/marty-foncello.md b/data/jurisdictions/us/states/ct/people/marty-foncello.md
index c2f837c323..311d9504e9 100644
--- a/data/jurisdictions/us/states/ct/people/marty-foncello.md
+++ b/data/jurisdictions/us/states/ct/people/marty-foncello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 107"
+represents: "us/states/ct/districts/house/107"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 107 (CT State House of Representatives District 107).
 
+Represents [CT State House of Representatives District 107](/us/states/ct/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/mary-fortier.md b/data/jurisdictions/us/states/ct/people/mary-fortier.md
index 6a501302a6..2b1817c6cb 100644
--- a/data/jurisdictions/us/states/ct/people/mary-fortier.md
+++ b/data/jurisdictions/us/states/ct/people/mary-fortier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 79"
+represents: "us/states/ct/districts/house/79"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 79 (CT State House of Representatives District 79).
 
+Represents [CT State House of Representatives District 79](/us/states/ct/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/mary-mushinsky.md b/data/jurisdictions/us/states/ct/people/mary-mushinsky.md
index bd5b7b0fc9..2e17f47b4a 100644
--- a/data/jurisdictions/us/states/ct/people/mary-mushinsky.md
+++ b/data/jurisdictions/us/states/ct/people/mary-mushinsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 85"
+represents: "us/states/ct/districts/house/85"
 tenure:
   start: "1981-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 85 (CT State House of Representatives District 85).
 
+Represents [CT State House of Representatives District 85](/us/states/ct/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/mary-welander.md b/data/jurisdictions/us/states/ct/people/mary-welander.md
index 61861409c7..dfbac7adce 100644
--- a/data/jurisdictions/us/states/ct/people/mary-welander.md
+++ b/data/jurisdictions/us/states/ct/people/mary-welander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 114"
+represents: "us/states/ct/districts/house/114"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 114 (CT State House of Representatives District 114).
 
+Represents [CT State House of Representatives District 114](/us/states/ct/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/maryam-khan.md b/data/jurisdictions/us/states/ct/people/maryam-khan.md
index 5fdc32aa17..402e01d26f 100644
--- a/data/jurisdictions/us/states/ct/people/maryam-khan.md
+++ b/data/jurisdictions/us/states/ct/people/maryam-khan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 5"
+represents: "us/states/ct/districts/house/5"
 tenure:
   start: "2022-03-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 5 (CT State House of Representatives District 5).
 
+Represents [CT State House of Representatives District 5](/us/states/ct/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/matt-blumenthal.md b/data/jurisdictions/us/states/ct/people/matt-blumenthal.md
index 6aaf1d492c..0ff9b94b66 100644
--- a/data/jurisdictions/us/states/ct/people/matt-blumenthal.md
+++ b/data/jurisdictions/us/states/ct/people/matt-blumenthal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 147"
+represents: "us/states/ct/districts/house/147"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 147 (CT State House of Representatives District 147).
 
+Represents [CT State House of Representatives District 147](/us/states/ct/districts/house/147.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/matt-lesser.md b/data/jurisdictions/us/states/ct/people/matt-lesser.md
index 7de33644d9..c1abc9e452 100644
--- a/data/jurisdictions/us/states/ct/people/matt-lesser.md
+++ b/data/jurisdictions/us/states/ct/people/matt-lesser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 9"
+represents: "us/states/ct/districts/senate/9"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 9 (CT State Senate District 9).
 
+Represents [CT State Senate District 9](/us/states/ct/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/matt-ritter.md b/data/jurisdictions/us/states/ct/people/matt-ritter.md
index 0eaa328d9b..3aab6c692f 100644
--- a/data/jurisdictions/us/states/ct/people/matt-ritter.md
+++ b/data/jurisdictions/us/states/ct/people/matt-ritter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 1"
+represents: "us/states/ct/districts/house/1"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 1 (CT State House of Representatives District 1).
 
+Represents [CT State House of Representatives District 1](/us/states/ct/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/melissa-osborne.md b/data/jurisdictions/us/states/ct/people/melissa-osborne.md
index 662c2613da..bf0e9b532b 100644
--- a/data/jurisdictions/us/states/ct/people/melissa-osborne.md
+++ b/data/jurisdictions/us/states/ct/people/melissa-osborne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 16"
+represents: "us/states/ct/districts/house/16"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 16 (CT State House of Representatives District 16).
 
+Represents [CT State House of Representatives District 16](/us/states/ct/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/michael-digiovancarlo.md b/data/jurisdictions/us/states/ct/people/michael-digiovancarlo.md
index 66eaff2c27..4eb81b6742 100644
--- a/data/jurisdictions/us/states/ct/people/michael-digiovancarlo.md
+++ b/data/jurisdictions/us/states/ct/people/michael-digiovancarlo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 74"
+represents: "us/states/ct/districts/house/74"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 74 (CT State House of Representatives District 74).
 
+Represents [CT State House of Representatives District 74](/us/states/ct/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/michael-quinn.md b/data/jurisdictions/us/states/ct/people/michael-quinn.md
index 5a71af7f40..f82213f4af 100644
--- a/data/jurisdictions/us/states/ct/people/michael-quinn.md
+++ b/data/jurisdictions/us/states/ct/people/michael-quinn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 82"
+represents: "us/states/ct/districts/house/82"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 82 (CT State House of Representatives District 82).
 
+Represents [CT State House of Representatives District 82](/us/states/ct/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/mike-demicco.md b/data/jurisdictions/us/states/ct/people/mike-demicco.md
index 2f9a170080..3a79b4ca8a 100644
--- a/data/jurisdictions/us/states/ct/people/mike-demicco.md
+++ b/data/jurisdictions/us/states/ct/people/mike-demicco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 21"
+represents: "us/states/ct/districts/house/21"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 21 (CT State House of Representatives District 21).
 
+Represents [CT State House of Representatives District 21](/us/states/ct/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/minnie-gonzalez.md b/data/jurisdictions/us/states/ct/people/minnie-gonzalez.md
index 69a209a1ec..dc0ab77e39 100644
--- a/data/jurisdictions/us/states/ct/people/minnie-gonzalez.md
+++ b/data/jurisdictions/us/states/ct/people/minnie-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 3"
+represents: "us/states/ct/districts/house/3"
 tenure:
   start: "1997-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 3 (CT State House of Representatives District 3).
 
+Represents [CT State House of Representatives District 3](/us/states/ct/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/mitch-bolinsky.md b/data/jurisdictions/us/states/ct/people/mitch-bolinsky.md
index 548b31be43..0e2ee56a35 100644
--- a/data/jurisdictions/us/states/ct/people/mitch-bolinsky.md
+++ b/data/jurisdictions/us/states/ct/people/mitch-bolinsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 106"
+represents: "us/states/ct/districts/house/106"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 106 (CT State House of Representatives District 106).
 
+Represents [CT State House of Representatives District 106](/us/states/ct/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/moira-rader.md b/data/jurisdictions/us/states/ct/people/moira-rader.md
index 76f85713bf..7b12689d3c 100644
--- a/data/jurisdictions/us/states/ct/people/moira-rader.md
+++ b/data/jurisdictions/us/states/ct/people/moira-rader.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 98"
+represents: "us/states/ct/districts/house/98"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 98 (CT State House of Representatives District 98).
 
+Represents [CT State House of Representatives District 98](/us/states/ct/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/nick-gauthier.md b/data/jurisdictions/us/states/ct/people/nick-gauthier.md
index 9b90a452d4..e45789573f 100644
--- a/data/jurisdictions/us/states/ct/people/nick-gauthier.md
+++ b/data/jurisdictions/us/states/ct/people/nick-gauthier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 38"
+represents: "us/states/ct/districts/house/38"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 38 (CT State House of Representatives District 38).
 
+Represents [CT State House of Representatives District 38](/us/states/ct/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/nick-menapace.md b/data/jurisdictions/us/states/ct/people/nick-menapace.md
index 00de4eca10..38fe561fed 100644
--- a/data/jurisdictions/us/states/ct/people/nick-menapace.md
+++ b/data/jurisdictions/us/states/ct/people/nick-menapace.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 37"
+represents: "us/states/ct/districts/house/37"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 37 (CT State House of Representatives District 37).
 
+Represents [CT State House of Representatives District 37](/us/states/ct/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/nicole-klarides-ditria.md b/data/jurisdictions/us/states/ct/people/nicole-klarides-ditria.md
index 6218f96fac..dcbe09ca66 100644
--- a/data/jurisdictions/us/states/ct/people/nicole-klarides-ditria.md
+++ b/data/jurisdictions/us/states/ct/people/nicole-klarides-ditria.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 105"
+represents: "us/states/ct/districts/house/105"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 105 (CT State House of Representatives District 105).
 
+Represents [CT State House of Representatives District 105](/us/states/ct/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/norm-needleman.md b/data/jurisdictions/us/states/ct/people/norm-needleman.md
index 9db11b803a..fcf400dd37 100644
--- a/data/jurisdictions/us/states/ct/people/norm-needleman.md
+++ b/data/jurisdictions/us/states/ct/people/norm-needleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 33"
+represents: "us/states/ct/districts/senate/33"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 33 (CT State Senate District 33).
 
+Represents [CT State Senate District 33](/us/states/ct/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/pat-boyd.md b/data/jurisdictions/us/states/ct/people/pat-boyd.md
index 00450c7678..0bd1825380 100644
--- a/data/jurisdictions/us/states/ct/people/pat-boyd.md
+++ b/data/jurisdictions/us/states/ct/people/pat-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 50"
+represents: "us/states/ct/districts/house/50"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 50 (CT State House of Representatives District 50).
 
+Represents [CT State House of Representatives District 50](/us/states/ct/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/pat-callahan.md b/data/jurisdictions/us/states/ct/people/pat-callahan.md
index 83f6a481ac..20d023c2d4 100644
--- a/data/jurisdictions/us/states/ct/people/pat-callahan.md
+++ b/data/jurisdictions/us/states/ct/people/pat-callahan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 108"
+represents: "us/states/ct/districts/house/108"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 108 (CT State House of Representatives District 108).
 
+Represents [CT State House of Representatives District 108](/us/states/ct/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/pat-dillon.md b/data/jurisdictions/us/states/ct/people/pat-dillon.md
index be0975d9bc..dcdd72e22f 100644
--- a/data/jurisdictions/us/states/ct/people/pat-dillon.md
+++ b/data/jurisdictions/us/states/ct/people/pat-dillon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 92"
+represents: "us/states/ct/districts/house/92"
 tenure:
   start: "1985-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 92 (CT State House of Representatives District 92).
 
+Represents [CT State House of Representatives District 92](/us/states/ct/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/pat-miller.md b/data/jurisdictions/us/states/ct/people/pat-miller.md
index 2d5a30f0bb..b02c4c13d2 100644
--- a/data/jurisdictions/us/states/ct/people/pat-miller.md
+++ b/data/jurisdictions/us/states/ct/people/pat-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 27"
+represents: "us/states/ct/districts/senate/27"
 tenure:
   start: "2021-03-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 27 (CT State Senate District 27).
 
+Represents [CT State Senate District 27](/us/states/ct/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/patrick-biggins.md b/data/jurisdictions/us/states/ct/people/patrick-biggins.md
index af6655f031..bc55492da1 100644
--- a/data/jurisdictions/us/states/ct/people/patrick-biggins.md
+++ b/data/jurisdictions/us/states/ct/people/patrick-biggins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 11"
+represents: "us/states/ct/districts/house/11"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 11 (CT State House of Representatives District 11).
 
+Represents [CT State House of Representatives District 11](/us/states/ct/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/paul-cicarella.md b/data/jurisdictions/us/states/ct/people/paul-cicarella.md
index 9b7cd6a995..4004ffe4a1 100644
--- a/data/jurisdictions/us/states/ct/people/paul-cicarella.md
+++ b/data/jurisdictions/us/states/ct/people/paul-cicarella.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 34"
+represents: "us/states/ct/districts/senate/34"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 34 (CT State Senate District 34).
 
+Represents [CT State Senate District 34](/us/states/ct/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/paul-honig.md b/data/jurisdictions/us/states/ct/people/paul-honig.md
index f98945bca5..dc868a8d08 100644
--- a/data/jurisdictions/us/states/ct/people/paul-honig.md
+++ b/data/jurisdictions/us/states/ct/people/paul-honig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 8"
+represents: "us/states/ct/districts/senate/8"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 8 (CT State Senate District 8).
 
+Represents [CT State Senate District 8](/us/states/ct/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/raghib-allie-brennan.md b/data/jurisdictions/us/states/ct/people/raghib-allie-brennan.md
index fbc1da392e..2b5413d339 100644
--- a/data/jurisdictions/us/states/ct/people/raghib-allie-brennan.md
+++ b/data/jurisdictions/us/states/ct/people/raghib-allie-brennan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 2"
+represents: "us/states/ct/districts/house/2"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 2 (CT State House of Representatives District 2).
 
+Represents [CT State House of Representatives District 2](/us/states/ct/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/rebecca-martinez.md b/data/jurisdictions/us/states/ct/people/rebecca-martinez.md
index 303b0be4e7..8ee446f717 100644
--- a/data/jurisdictions/us/states/ct/people/rebecca-martinez.md
+++ b/data/jurisdictions/us/states/ct/people/rebecca-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 22"
+represents: "us/states/ct/districts/house/22"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 22 (CT State House of Representatives District 22).
 
+Represents [CT State House of Representatives District 22](/us/states/ct/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/renee-muir.md b/data/jurisdictions/us/states/ct/people/renee-muir.md
index 9e11a88ba8..6d3edf1201 100644
--- a/data/jurisdictions/us/states/ct/people/renee-muir.md
+++ b/data/jurisdictions/us/states/ct/people/renee-muir.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 36"
+represents: "us/states/ct/districts/house/36"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 36 (CT State House of Representatives District 36).
 
+Represents [CT State House of Representatives District 36](/us/states/ct/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/rick-lopes.md b/data/jurisdictions/us/states/ct/people/rick-lopes.md
index 79e4d84270..2c9de760db 100644
--- a/data/jurisdictions/us/states/ct/people/rick-lopes.md
+++ b/data/jurisdictions/us/states/ct/people/rick-lopes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 6"
+represents: "us/states/ct/districts/senate/6"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 6 (CT State Senate District 6).
 
+Represents [CT State Senate District 6](/us/states/ct/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/rob-sampson.md b/data/jurisdictions/us/states/ct/people/rob-sampson.md
index db4c9f4af2..fc410895bc 100644
--- a/data/jurisdictions/us/states/ct/people/rob-sampson.md
+++ b/data/jurisdictions/us/states/ct/people/rob-sampson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 16"
+represents: "us/states/ct/districts/senate/16"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 16 (CT State Senate District 16).
 
+Represents [CT State Senate District 16](/us/states/ct/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/robin-comey.md b/data/jurisdictions/us/states/ct/people/robin-comey.md
index 70ff4787e1..9c139d56f9 100644
--- a/data/jurisdictions/us/states/ct/people/robin-comey.md
+++ b/data/jurisdictions/us/states/ct/people/robin-comey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 102"
+represents: "us/states/ct/districts/house/102"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 102 (CT State House of Representatives District 102).
 
+Represents [CT State House of Representatives District 102](/us/states/ct/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/roland-lemar.md b/data/jurisdictions/us/states/ct/people/roland-lemar.md
index c5bddfcb97..21dbc93313 100644
--- a/data/jurisdictions/us/states/ct/people/roland-lemar.md
+++ b/data/jurisdictions/us/states/ct/people/roland-lemar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 96"
+represents: "us/states/ct/districts/house/96"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 96 (CT State House of Representatives District 96).
 
+Represents [CT State House of Representatives District 96](/us/states/ct/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/ron-napoli.md b/data/jurisdictions/us/states/ct/people/ron-napoli.md
index c817715b0a..bd9f2ec1ad 100644
--- a/data/jurisdictions/us/states/ct/people/ron-napoli.md
+++ b/data/jurisdictions/us/states/ct/people/ron-napoli.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 73"
+represents: "us/states/ct/districts/house/73"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 73 (CT State House of Representatives District 73).
 
+Represents [CT State House of Representatives District 73](/us/states/ct/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/ryan-fazio.md b/data/jurisdictions/us/states/ct/people/ryan-fazio.md
index ede8435af0..439d5f4bdc 100644
--- a/data/jurisdictions/us/states/ct/people/ryan-fazio.md
+++ b/data/jurisdictions/us/states/ct/people/ryan-fazio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 36"
+represents: "us/states/ct/districts/senate/36"
 tenure:
   start: "2021-08-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 36 (CT State Senate District 36).
 
+Represents [CT State Senate District 36](/us/states/ct/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/sarah-keitt.md b/data/jurisdictions/us/states/ct/people/sarah-keitt.md
index 6789de2f90..ddbabb8a58 100644
--- a/data/jurisdictions/us/states/ct/people/sarah-keitt.md
+++ b/data/jurisdictions/us/states/ct/people/sarah-keitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 134"
+represents: "us/states/ct/districts/house/134"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 134 (CT State House of Representatives District 134).
 
+Represents [CT State House of Representatives District 134](/us/states/ct/districts/house/134.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/saud-anwar.md b/data/jurisdictions/us/states/ct/people/saud-anwar.md
index 500388ebc8..cf76f0df40 100644
--- a/data/jurisdictions/us/states/ct/people/saud-anwar.md
+++ b/data/jurisdictions/us/states/ct/people/saud-anwar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 3"
+represents: "us/states/ct/districts/senate/3"
 tenure:
   start: "2019-03-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 3 (CT State Senate District 3).
 
+Represents [CT State Senate District 3](/us/states/ct/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/savet-constantine.md b/data/jurisdictions/us/states/ct/people/savet-constantine.md
index a83e196729..dd28fb19cf 100644
--- a/data/jurisdictions/us/states/ct/people/savet-constantine.md
+++ b/data/jurisdictions/us/states/ct/people/savet-constantine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 42"
+represents: "us/states/ct/districts/house/42"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 42 (CT State House of Representatives District 42).
 
+Represents [CT State House of Representatives District 42](/us/states/ct/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/seth-bronko.md b/data/jurisdictions/us/states/ct/people/seth-bronko.md
index 41af76ea72..58a26b761b 100644
--- a/data/jurisdictions/us/states/ct/people/seth-bronko.md
+++ b/data/jurisdictions/us/states/ct/people/seth-bronko.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 70"
+represents: "us/states/ct/districts/house/70"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 70 (CT State House of Representatives District 70).
 
+Represents [CT State House of Representatives District 70](/us/states/ct/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/stephen-harding.md b/data/jurisdictions/us/states/ct/people/stephen-harding.md
index 9155c19b9b..5b0d5efb9c 100644
--- a/data/jurisdictions/us/states/ct/people/stephen-harding.md
+++ b/data/jurisdictions/us/states/ct/people/stephen-harding.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 30"
+represents: "us/states/ct/districts/senate/30"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 30 (CT State Senate District 30).
 
+Represents [CT State Senate District 30](/us/states/ct/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/steve-meskers.md b/data/jurisdictions/us/states/ct/people/steve-meskers.md
index 38737d8f23..b85c51d09b 100644
--- a/data/jurisdictions/us/states/ct/people/steve-meskers.md
+++ b/data/jurisdictions/us/states/ct/people/steve-meskers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 150"
+represents: "us/states/ct/districts/house/150"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 150 (CT State House of Representatives District 150).
 
+Represents [CT State House of Representatives District 150](/us/states/ct/districts/house/150.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/steve-stafstrom.md b/data/jurisdictions/us/states/ct/people/steve-stafstrom.md
index 3cd36ffead..b1b00789c2 100644
--- a/data/jurisdictions/us/states/ct/people/steve-stafstrom.md
+++ b/data/jurisdictions/us/states/ct/people/steve-stafstrom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 129"
+represents: "us/states/ct/districts/house/129"
 tenure:
   start: "2015-02-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 129 (CT State House of Representatives District 129).
 
+Represents [CT State House of Representatives District 129](/us/states/ct/districts/house/129.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/steve-weir.md b/data/jurisdictions/us/states/ct/people/steve-weir.md
index 97bce6fab3..567f043c61 100644
--- a/data/jurisdictions/us/states/ct/people/steve-weir.md
+++ b/data/jurisdictions/us/states/ct/people/steve-weir.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 55"
+represents: "us/states/ct/districts/house/55"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 55 (CT State House of Representatives District 55).
 
+Represents [CT State House of Representatives District 55](/us/states/ct/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/steven-winter.md b/data/jurisdictions/us/states/ct/people/steven-winter.md
index e1c79497db..c0f8dde5d1 100644
--- a/data/jurisdictions/us/states/ct/people/steven-winter.md
+++ b/data/jurisdictions/us/states/ct/people/steven-winter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 94"
+represents: "us/states/ct/districts/house/94"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 94 (CT State House of Representatives District 94).
 
+Represents [CT State House of Representatives District 94](/us/states/ct/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/sujata-gadkar-wilcox.md b/data/jurisdictions/us/states/ct/people/sujata-gadkar-wilcox.md
index 8dbd5abf5f..50e1912e6c 100644
--- a/data/jurisdictions/us/states/ct/people/sujata-gadkar-wilcox.md
+++ b/data/jurisdictions/us/states/ct/people/sujata-gadkar-wilcox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 22"
+represents: "us/states/ct/districts/senate/22"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 22 (CT State Senate District 22).
 
+Represents [CT State Senate District 22](/us/states/ct/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/susan-johnson.md b/data/jurisdictions/us/states/ct/people/susan-johnson.md
index 740298976b..bffe48a901 100644
--- a/data/jurisdictions/us/states/ct/people/susan-johnson.md
+++ b/data/jurisdictions/us/states/ct/people/susan-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 49"
+represents: "us/states/ct/districts/house/49"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 49 (CT State House of Representatives District 49).
 
+Represents [CT State House of Representatives District 49](/us/states/ct/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tami-zawistowski.md b/data/jurisdictions/us/states/ct/people/tami-zawistowski.md
index 600da2a8f7..b8d796db07 100644
--- a/data/jurisdictions/us/states/ct/people/tami-zawistowski.md
+++ b/data/jurisdictions/us/states/ct/people/tami-zawistowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 61"
+represents: "us/states/ct/districts/house/61"
 tenure:
   start: "2014-04-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 61 (CT State House of Representatives District 61).
 
+Represents [CT State House of Representatives District 61](/us/states/ct/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tammy-exum.md b/data/jurisdictions/us/states/ct/people/tammy-exum.md
index 9329b36275..b7d6686640 100644
--- a/data/jurisdictions/us/states/ct/people/tammy-exum.md
+++ b/data/jurisdictions/us/states/ct/people/tammy-exum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 19"
+represents: "us/states/ct/districts/house/19"
 tenure:
   start: "2019-04-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 19 (CT State House of Representatives District 19).
 
+Represents [CT State House of Representatives District 19](/us/states/ct/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tammy-nuccio.md b/data/jurisdictions/us/states/ct/people/tammy-nuccio.md
index d19caa75f6..f80c021287 100644
--- a/data/jurisdictions/us/states/ct/people/tammy-nuccio.md
+++ b/data/jurisdictions/us/states/ct/people/tammy-nuccio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 53"
+represents: "us/states/ct/districts/house/53"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 53 (CT State House of Representatives District 53).
 
+Represents [CT State House of Representatives District 53](/us/states/ct/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tim-ackert.md b/data/jurisdictions/us/states/ct/people/tim-ackert.md
index a7175e9628..5937d87515 100644
--- a/data/jurisdictions/us/states/ct/people/tim-ackert.md
+++ b/data/jurisdictions/us/states/ct/people/tim-ackert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 8"
+represents: "us/states/ct/districts/house/8"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 8 (CT State House of Representatives District 8).
 
+Represents [CT State House of Representatives District 8](/us/states/ct/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tina-courpas.md b/data/jurisdictions/us/states/ct/people/tina-courpas.md
index 541912ff40..a490ac4811 100644
--- a/data/jurisdictions/us/states/ct/people/tina-courpas.md
+++ b/data/jurisdictions/us/states/ct/people/tina-courpas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 149"
+represents: "us/states/ct/districts/house/149"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 149 (CT State House of Representatives District 149).
 
+Represents [CT State House of Representatives District 149](/us/states/ct/districts/house/149.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tom-delnicki.md b/data/jurisdictions/us/states/ct/people/tom-delnicki.md
index 44ea3a135c..0cd4c67302 100644
--- a/data/jurisdictions/us/states/ct/people/tom-delnicki.md
+++ b/data/jurisdictions/us/states/ct/people/tom-delnicki.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 14"
+represents: "us/states/ct/districts/house/14"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 14 (CT State House of Representatives District 14).
 
+Represents [CT State House of Representatives District 14](/us/states/ct/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tom-o-dea.md b/data/jurisdictions/us/states/ct/people/tom-o-dea.md
index 6770b10c88..9c172800ad 100644
--- a/data/jurisdictions/us/states/ct/people/tom-o-dea.md
+++ b/data/jurisdictions/us/states/ct/people/tom-o-dea.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 125"
+represents: "us/states/ct/districts/house/125"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 125 (CT State House of Representatives District 125).
 
+Represents [CT State House of Representatives District 125](/us/states/ct/districts/house/125.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tone-felipe.md b/data/jurisdictions/us/states/ct/people/tone-felipe.md
index 6833897908..78d27c6b97 100644
--- a/data/jurisdictions/us/states/ct/people/tone-felipe.md
+++ b/data/jurisdictions/us/states/ct/people/tone-felipe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 130"
+represents: "us/states/ct/districts/house/130"
 tenure:
   start: "2019-05-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 130 (CT State House of Representatives District 130).
 
+Represents [CT State House of Representatives District 130](/us/states/ct/districts/house/130.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/toni-walker.md b/data/jurisdictions/us/states/ct/people/toni-walker.md
index c0991f5de2..d5f28f048e 100644
--- a/data/jurisdictions/us/states/ct/people/toni-walker.md
+++ b/data/jurisdictions/us/states/ct/people/toni-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 93"
+represents: "us/states/ct/districts/house/93"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 93 (CT State House of Representatives District 93).
 
+Represents [CT State House of Representatives District 93](/us/states/ct/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tony-hwang.md b/data/jurisdictions/us/states/ct/people/tony-hwang.md
index 4e23f647c2..c8a910434c 100644
--- a/data/jurisdictions/us/states/ct/people/tony-hwang.md
+++ b/data/jurisdictions/us/states/ct/people/tony-hwang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State Senate District 28"
+represents: "us/states/ct/districts/senate/28"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT Senate District 28 (CT State Senate District 28).
 
+Represents [CT State Senate District 28](/us/states/ct/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tony-scott.md b/data/jurisdictions/us/states/ct/people/tony-scott.md
index bae95258cb..e9ef839948 100644
--- a/data/jurisdictions/us/states/ct/people/tony-scott.md
+++ b/data/jurisdictions/us/states/ct/people/tony-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 112"
+represents: "us/states/ct/districts/house/112"
 tenure:
   start: "2021-04-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 112 (CT State House of Representatives District 112).
 
+Represents [CT State House of Representatives District 112](/us/states/ct/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/tracy-marra.md b/data/jurisdictions/us/states/ct/people/tracy-marra.md
index f97c910a57..6497feebb5 100644
--- a/data/jurisdictions/us/states/ct/people/tracy-marra.md
+++ b/data/jurisdictions/us/states/ct/people/tracy-marra.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 141"
+represents: "us/states/ct/districts/house/141"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 141 (CT State House of Representatives District 141).
 
+Represents [CT State House of Representatives District 141](/us/states/ct/districts/house/141.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/travis-simms.md b/data/jurisdictions/us/states/ct/people/travis-simms.md
index 66680b9cb6..3c589feba5 100644
--- a/data/jurisdictions/us/states/ct/people/travis-simms.md
+++ b/data/jurisdictions/us/states/ct/people/travis-simms.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 140"
+represents: "us/states/ct/districts/house/140"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 140 (CT State House of Representatives District 140).
 
+Represents [CT State House of Representatives District 140](/us/states/ct/districts/house/140.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/trenee-mcgee.md b/data/jurisdictions/us/states/ct/people/trenee-mcgee.md
index d14e4d65ea..a4f17bbce4 100644
--- a/data/jurisdictions/us/states/ct/people/trenee-mcgee.md
+++ b/data/jurisdictions/us/states/ct/people/trenee-mcgee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 116"
+represents: "us/states/ct/districts/house/116"
 tenure:
   start: "2021-12-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 116 (CT State House of Representatives District 116).
 
+Represents [CT State House of Representatives District 116](/us/states/ct/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ct/people/vin-candelora.md b/data/jurisdictions/us/states/ct/people/vin-candelora.md
index 593308ddb2..9374ed6557 100644
--- a/data/jurisdictions/us/states/ct/people/vin-candelora.md
+++ b/data/jurisdictions/us/states/ct/people/vin-candelora.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "CT"
 district: "CT State House of Representatives District 86"
+represents: "us/states/ct/districts/house/86"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current CT House District 86 (CT State House of Representatives District 86).
 
+Represents [CT State House of Representatives District 86](/us/states/ct/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/dc/counties/district-of-columbia/index.md b/data/jurisdictions/us/states/dc/counties/district-of-columbia/index.md
index 2921c9c433..a0931930d7 100644
--- a/data/jurisdictions/us/states/dc/counties/district-of-columbia/index.md
+++ b/data/jurisdictions/us/states/dc/counties/district-of-columbia/index.md
@@ -24,7 +24,7 @@ demographics:
   bachelors_plus: 520414
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, county, dc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/de/counties/kent/index.md b/data/jurisdictions/us/states/de/counties/kent/index.md
index daba97f5d5..ae11f9a272 100644
--- a/data/jurisdictions/us/states/de/counties/kent/index.md
+++ b/data/jurisdictions/us/states/de/counties/kent/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 980
   hispanic: 16422
   bachelors_plus: 58430
+districts:
+  - to: "us/states/de/districts/00"
+    rel: in-district
+    area_weight: 0.7499
+  - to: "us/states/de/districts/senate/15"
+    rel: in-district
+    area_weight: 0.3948
+  - to: "us/states/de/districts/senate/16"
+    rel: in-district
+    area_weight: 0.1805
+  - to: "us/states/de/districts/senate/14"
+    rel: in-district
+    area_weight: 0.1163
+  - to: "us/states/de/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0371
+  - to: "us/states/de/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0192
+  - to: "us/states/de/districts/house/30"
+    rel: in-district
+    area_weight: 0.2601
+  - to: "us/states/de/districts/house/28"
+    rel: in-district
+    area_weight: 0.133
+  - to: "us/states/de/districts/house/33"
+    rel: in-district
+    area_weight: 0.127
+  - to: "us/states/de/districts/house/11"
+    rel: in-district
+    area_weight: 0.1001
+  - to: "us/states/de/districts/house/32"
+    rel: in-district
+    area_weight: 0.0425
+  - to: "us/states/de/districts/house/29"
+    rel: in-district
+    area_weight: 0.0397
+  - to: "us/states/de/districts/house/34"
+    rel: in-district
+    area_weight: 0.0292
+  - to: "us/states/de/districts/house/31"
+    rel: in-district
+    area_weight: 0.0161
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, de]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 16422 |
 | Bachelor's or higher | 58430 |
 
+## Districts
+
+- [DE-00](/us/states/de/districts/00.md) — 75% (congressional)
+- [DE Senate District 15](/us/states/de/districts/senate/15.md) — 39% (state senate)
+- [DE Senate District 16](/us/states/de/districts/senate/16.md) — 18% (state senate)
+- [DE Senate District 14](/us/states/de/districts/senate/14.md) — 12% (state senate)
+- [DE Senate District 17](/us/states/de/districts/senate/17.md) — 4% (state senate)
+- [DE Senate District 18](/us/states/de/districts/senate/18.md) — 2% (state senate)
+- [DE House District 30](/us/states/de/districts/house/30.md) — 26% (state house)
+- [DE House District 28](/us/states/de/districts/house/28.md) — 13% (state house)
+- [DE House District 33](/us/states/de/districts/house/33.md) — 13% (state house)
+- [DE House District 11](/us/states/de/districts/house/11.md) — 10% (state house)
+- [DE House District 32](/us/states/de/districts/house/32.md) — 4% (state house)
+- [DE House District 29](/us/states/de/districts/house/29.md) — 4% (state house)
+- [DE House District 34](/us/states/de/districts/house/34.md) — 3% (state house)
+- [DE House District 31](/us/states/de/districts/house/31.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/de/counties/new-castle/index.md b/data/jurisdictions/us/states/de/counties/new-castle/index.md
index 391eb2d836..29334d4e4e 100644
--- a/data/jurisdictions/us/states/de/counties/new-castle/index.md
+++ b/data/jurisdictions/us/states/de/counties/new-castle/index.md
@@ -22,9 +22,123 @@ demographics:
   race_native: 2639
   hispanic: 73584
   bachelors_plus: 230059
+districts:
+  - to: "us/states/de/districts/00"
+    rel: in-district
+    area_weight: 0.9046
+  - to: "us/states/de/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2167
+  - to: "us/states/de/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1512
+  - to: "us/states/de/districts/senate/10"
+    rel: in-district
+    area_weight: 0.1228
+  - to: "us/states/de/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0898
+  - to: "us/states/de/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0507
+  - to: "us/states/de/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0416
+  - to: "us/states/de/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0405
+  - to: "us/states/de/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0349
+  - to: "us/states/de/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0325
+  - to: "us/states/de/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0297
+  - to: "us/states/de/districts/senate/5"
+    rel: in-district
+    area_weight: 0.027
+  - to: "us/states/de/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0265
+  - to: "us/states/de/districts/senate/3"
+    rel: in-district
+    area_weight: 0.016
+  - to: "us/states/de/districts/house/9"
+    rel: in-district
+    area_weight: 0.1642
+  - to: "us/states/de/districts/house/11"
+    rel: in-district
+    area_weight: 0.1359
+  - to: "us/states/de/districts/house/12"
+    rel: in-district
+    area_weight: 0.0695
+  - to: "us/states/de/districts/house/27"
+    rel: in-district
+    area_weight: 0.0607
+  - to: "us/states/de/districts/house/8"
+    rel: in-district
+    area_weight: 0.0574
+  - to: "us/states/de/districts/house/17"
+    rel: in-district
+    area_weight: 0.0534
+  - to: "us/states/de/districts/house/15"
+    rel: in-district
+    area_weight: 0.0395
+  - to: "us/states/de/districts/house/23"
+    rel: in-district
+    area_weight: 0.0327
+  - to: "us/states/de/districts/house/22"
+    rel: in-district
+    area_weight: 0.0269
+  - to: "us/states/de/districts/house/16"
+    rel: in-district
+    area_weight: 0.0259
+  - to: "us/states/de/districts/house/25"
+    rel: in-district
+    area_weight: 0.025
+  - to: "us/states/de/districts/house/6"
+    rel: in-district
+    area_weight: 0.0193
+  - to: "us/states/de/districts/house/21"
+    rel: in-district
+    area_weight: 0.019
+  - to: "us/states/de/districts/house/19"
+    rel: in-district
+    area_weight: 0.0181
+  - to: "us/states/de/districts/house/10"
+    rel: in-district
+    area_weight: 0.0172
+  - to: "us/states/de/districts/house/18"
+    rel: in-district
+    area_weight: 0.0171
+  - to: "us/states/de/districts/house/24"
+    rel: in-district
+    area_weight: 0.0156
+  - to: "us/states/de/districts/house/26"
+    rel: in-district
+    area_weight: 0.0148
+  - to: "us/states/de/districts/house/2"
+    rel: in-district
+    area_weight: 0.0139
+  - to: "us/states/de/districts/house/7"
+    rel: in-district
+    area_weight: 0.013
+  - to: "us/states/de/districts/house/13"
+    rel: in-district
+    area_weight: 0.0114
+  - to: "us/states/de/districts/house/5"
+    rel: in-district
+    area_weight: 0.0109
+  - to: "us/states/de/districts/house/28"
+    rel: in-district
+    area_weight: 0.0101
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, de]
 timestamp: "2026-07-03"
@@ -56,6 +170,47 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 73584 |
 | Bachelor's or higher | 230059 |
 
+## Districts
+
+- [DE-00](/us/states/de/districts/00.md) — 90% (congressional)
+- [DE Senate District 14](/us/states/de/districts/senate/14.md) — 22% (state senate)
+- [DE Senate District 12](/us/states/de/districts/senate/12.md) — 15% (state senate)
+- [DE Senate District 10](/us/states/de/districts/senate/10.md) — 12% (state senate)
+- [DE Senate District 4](/us/states/de/districts/senate/4.md) — 9% (state senate)
+- [DE Senate District 8](/us/states/de/districts/senate/8.md) — 5% (state senate)
+- [DE Senate District 11](/us/states/de/districts/senate/11.md) — 4% (state senate)
+- [DE Senate District 9](/us/states/de/districts/senate/9.md) — 4% (state senate)
+- [DE Senate District 2](/us/states/de/districts/senate/2.md) — 3% (state senate)
+- [DE Senate District 13](/us/states/de/districts/senate/13.md) — 3% (state senate)
+- [DE Senate District 7](/us/states/de/districts/senate/7.md) — 3% (state senate)
+- [DE Senate District 5](/us/states/de/districts/senate/5.md) — 3% (state senate)
+- [DE Senate District 1](/us/states/de/districts/senate/1.md) — 3% (state senate)
+- [DE Senate District 3](/us/states/de/districts/senate/3.md) — 2% (state senate)
+- [DE House District 9](/us/states/de/districts/house/9.md) — 16% (state house)
+- [DE House District 11](/us/states/de/districts/house/11.md) — 14% (state house)
+- [DE House District 12](/us/states/de/districts/house/12.md) — 7% (state house)
+- [DE House District 27](/us/states/de/districts/house/27.md) — 6% (state house)
+- [DE House District 8](/us/states/de/districts/house/8.md) — 6% (state house)
+- [DE House District 17](/us/states/de/districts/house/17.md) — 5% (state house)
+- [DE House District 15](/us/states/de/districts/house/15.md) — 4% (state house)
+- [DE House District 23](/us/states/de/districts/house/23.md) — 3% (state house)
+- [DE House District 22](/us/states/de/districts/house/22.md) — 3% (state house)
+- [DE House District 16](/us/states/de/districts/house/16.md) — 3% (state house)
+- [DE House District 25](/us/states/de/districts/house/25.md) — 2% (state house)
+- [DE House District 6](/us/states/de/districts/house/6.md) — 2% (state house)
+- [DE House District 21](/us/states/de/districts/house/21.md) — 2% (state house)
+- [DE House District 19](/us/states/de/districts/house/19.md) — 2% (state house)
+- [DE House District 10](/us/states/de/districts/house/10.md) — 2% (state house)
+- [DE House District 18](/us/states/de/districts/house/18.md) — 2% (state house)
+- [DE House District 24](/us/states/de/districts/house/24.md) — 2% (state house)
+- [DE House District 26](/us/states/de/districts/house/26.md) — 1% (state house)
+- [DE House District 2](/us/states/de/districts/house/2.md) — 1% (state house)
+- [DE House District 7](/us/states/de/districts/house/7.md) — 1% (state house)
+- [DE House District 13](/us/states/de/districts/house/13.md) — 1% (state house)
+- [DE House District 5](/us/states/de/districts/house/5.md) — 1% (state house)
+- [DE House District 28](/us/states/de/districts/house/28.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/de/counties/sussex/index.md b/data/jurisdictions/us/states/de/counties/sussex/index.md
index 37ad12d95b..99c8897f34 100644
--- a/data/jurisdictions/us/states/de/counties/sussex/index.md
+++ b/data/jurisdictions/us/states/de/counties/sussex/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 583
   hispanic: 32807
   bachelors_plus: 99838
+districts:
+  - to: "us/states/de/districts/00"
+    rel: in-district
+    area_weight: 0.8183
+  - to: "us/states/de/districts/senate/21"
+    rel: in-district
+    area_weight: 0.2455
+  - to: "us/states/de/districts/senate/18"
+    rel: in-district
+    area_weight: 0.2177
+  - to: "us/states/de/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1386
+  - to: "us/states/de/districts/senate/6"
+    rel: in-district
+    area_weight: 0.1087
+  - to: "us/states/de/districts/senate/20"
+    rel: in-district
+    area_weight: 0.1069
+  - to: "us/states/de/districts/house/35"
+    rel: in-district
+    area_weight: 0.1654
+  - to: "us/states/de/districts/house/40"
+    rel: in-district
+    area_weight: 0.1303
+  - to: "us/states/de/districts/house/41"
+    rel: in-district
+    area_weight: 0.1116
+  - to: "us/states/de/districts/house/36"
+    rel: in-district
+    area_weight: 0.1031
+  - to: "us/states/de/districts/house/37"
+    rel: in-district
+    area_weight: 0.075
+  - to: "us/states/de/districts/house/39"
+    rel: in-district
+    area_weight: 0.059
+  - to: "us/states/de/districts/house/20"
+    rel: in-district
+    area_weight: 0.0483
+  - to: "us/states/de/districts/house/38"
+    rel: in-district
+    area_weight: 0.0452
+  - to: "us/states/de/districts/house/4"
+    rel: in-district
+    area_weight: 0.0436
+  - to: "us/states/de/districts/house/14"
+    rel: in-district
+    area_weight: 0.0358
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, de]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 32807 |
 | Bachelor's or higher | 99838 |
 
+## Districts
+
+- [DE-00](/us/states/de/districts/00.md) — 82% (congressional)
+- [DE Senate District 21](/us/states/de/districts/senate/21.md) — 25% (state senate)
+- [DE Senate District 18](/us/states/de/districts/senate/18.md) — 22% (state senate)
+- [DE Senate District 19](/us/states/de/districts/senate/19.md) — 14% (state senate)
+- [DE Senate District 6](/us/states/de/districts/senate/6.md) — 11% (state senate)
+- [DE Senate District 20](/us/states/de/districts/senate/20.md) — 11% (state senate)
+- [DE House District 35](/us/states/de/districts/house/35.md) — 17% (state house)
+- [DE House District 40](/us/states/de/districts/house/40.md) — 13% (state house)
+- [DE House District 41](/us/states/de/districts/house/41.md) — 11% (state house)
+- [DE House District 36](/us/states/de/districts/house/36.md) — 10% (state house)
+- [DE House District 37](/us/states/de/districts/house/37.md) — 8% (state house)
+- [DE House District 39](/us/states/de/districts/house/39.md) — 6% (state house)
+- [DE House District 20](/us/states/de/districts/house/20.md) — 5% (state house)
+- [DE House District 38](/us/states/de/districts/house/38.md) — 5% (state house)
+- [DE House District 4](/us/states/de/districts/house/4.md) — 4% (state house)
+- [DE House District 14](/us/states/de/districts/house/14.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/de/districts/00.md b/data/jurisdictions/us/states/de/districts/00.md
new file mode 100644
index 0000000000..ea590c5c37
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/00.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "DE-00"
+classification: congressional-district
+state: "DE"
+district: "DE-00"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE-00
+
+Congressional district DE-00.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/1.md b/data/jurisdictions/us/states/de/districts/house/1.md
new file mode 100644
index 0000000000..45e64d5ac0
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 1"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 1
+
+State House district 1 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/10.md b/data/jurisdictions/us/states/de/districts/house/10.md
new file mode 100644
index 0000000000..df2602f5a3
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 10"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 10
+
+State House district 10 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/11.md b/data/jurisdictions/us/states/de/districts/house/11.md
new file mode 100644
index 0000000000..0cee5f4bb0
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 11"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 11
+
+State House district 11 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/12.md b/data/jurisdictions/us/states/de/districts/house/12.md
new file mode 100644
index 0000000000..4d82121713
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 12"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 12
+
+State House district 12 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/13.md b/data/jurisdictions/us/states/de/districts/house/13.md
new file mode 100644
index 0000000000..e31c086f77
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 13"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 13
+
+State House district 13 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/14.md b/data/jurisdictions/us/states/de/districts/house/14.md
new file mode 100644
index 0000000000..827e95acc3
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 14"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 14
+
+State House district 14 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/15.md b/data/jurisdictions/us/states/de/districts/house/15.md
new file mode 100644
index 0000000000..9f54ed2097
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 15"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 15
+
+State House district 15 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/16.md b/data/jurisdictions/us/states/de/districts/house/16.md
new file mode 100644
index 0000000000..cebdef2919
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 16"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 16
+
+State House district 16 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/17.md b/data/jurisdictions/us/states/de/districts/house/17.md
new file mode 100644
index 0000000000..d2eae11b15
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 17"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 17
+
+State House district 17 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/18.md b/data/jurisdictions/us/states/de/districts/house/18.md
new file mode 100644
index 0000000000..ce346b7c89
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 18"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 18
+
+State House district 18 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/19.md b/data/jurisdictions/us/states/de/districts/house/19.md
new file mode 100644
index 0000000000..d94f21b8a9
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 19"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 19
+
+State House district 19 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/2.md b/data/jurisdictions/us/states/de/districts/house/2.md
new file mode 100644
index 0000000000..e4d1e97dd0
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 2"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 2
+
+State House district 2 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/20.md b/data/jurisdictions/us/states/de/districts/house/20.md
new file mode 100644
index 0000000000..ac97e3f03a
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 20"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 20
+
+State House district 20 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/21.md b/data/jurisdictions/us/states/de/districts/house/21.md
new file mode 100644
index 0000000000..6974a84601
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 21"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 21
+
+State House district 21 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/22.md b/data/jurisdictions/us/states/de/districts/house/22.md
new file mode 100644
index 0000000000..18f4377f0a
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 22"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 22
+
+State House district 22 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/23.md b/data/jurisdictions/us/states/de/districts/house/23.md
new file mode 100644
index 0000000000..a40eaca1b8
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 23"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 23
+
+State House district 23 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/24.md b/data/jurisdictions/us/states/de/districts/house/24.md
new file mode 100644
index 0000000000..670574f7a0
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 24"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 24
+
+State House district 24 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/25.md b/data/jurisdictions/us/states/de/districts/house/25.md
new file mode 100644
index 0000000000..14a5770648
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 25"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 25
+
+State House district 25 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/26.md b/data/jurisdictions/us/states/de/districts/house/26.md
new file mode 100644
index 0000000000..c6cd0c54bd
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 26"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 26
+
+State House district 26 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/27.md b/data/jurisdictions/us/states/de/districts/house/27.md
new file mode 100644
index 0000000000..a130b921d7
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 27"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 27
+
+State House district 27 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/28.md b/data/jurisdictions/us/states/de/districts/house/28.md
new file mode 100644
index 0000000000..94c92b5639
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 28"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 28
+
+State House district 28 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/29.md b/data/jurisdictions/us/states/de/districts/house/29.md
new file mode 100644
index 0000000000..3ae0106716
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 29"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 29
+
+State House district 29 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/3.md b/data/jurisdictions/us/states/de/districts/house/3.md
new file mode 100644
index 0000000000..19f8948e02
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 3"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 3
+
+State House district 3 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/30.md b/data/jurisdictions/us/states/de/districts/house/30.md
new file mode 100644
index 0000000000..500f0457bc
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 30"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 30
+
+State House district 30 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/31.md b/data/jurisdictions/us/states/de/districts/house/31.md
new file mode 100644
index 0000000000..8cf62d81a8
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 31"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 31
+
+State House district 31 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/32.md b/data/jurisdictions/us/states/de/districts/house/32.md
new file mode 100644
index 0000000000..c22bbfd3c3
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 32"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 32
+
+State House district 32 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/33.md b/data/jurisdictions/us/states/de/districts/house/33.md
new file mode 100644
index 0000000000..0d9e46efbc
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 33"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 33
+
+State House district 33 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/34.md b/data/jurisdictions/us/states/de/districts/house/34.md
new file mode 100644
index 0000000000..9cf0c6c12b
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 34"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 34
+
+State House district 34 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/35.md b/data/jurisdictions/us/states/de/districts/house/35.md
new file mode 100644
index 0000000000..5c6c904095
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 35"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 35
+
+State House district 35 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/36.md b/data/jurisdictions/us/states/de/districts/house/36.md
new file mode 100644
index 0000000000..b4926d025e
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 36"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 36
+
+State House district 36 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/37.md b/data/jurisdictions/us/states/de/districts/house/37.md
new file mode 100644
index 0000000000..b0eec5d4ca
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 37"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 37
+
+State House district 37 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/38.md b/data/jurisdictions/us/states/de/districts/house/38.md
new file mode 100644
index 0000000000..c7e4575730
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 38"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 38
+
+State House district 38 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/39.md b/data/jurisdictions/us/states/de/districts/house/39.md
new file mode 100644
index 0000000000..8cffb1021a
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 39"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 39
+
+State House district 39 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/4.md b/data/jurisdictions/us/states/de/districts/house/4.md
new file mode 100644
index 0000000000..ff1cc18f04
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 4"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 4
+
+State House district 4 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/40.md b/data/jurisdictions/us/states/de/districts/house/40.md
new file mode 100644
index 0000000000..038da10de7
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 40"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 40
+
+State House district 40 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/41.md b/data/jurisdictions/us/states/de/districts/house/41.md
new file mode 100644
index 0000000000..acb05923bb
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 41"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 41
+
+State House district 41 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/5.md b/data/jurisdictions/us/states/de/districts/house/5.md
new file mode 100644
index 0000000000..b27f2f7581
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 5"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 5
+
+State House district 5 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/6.md b/data/jurisdictions/us/states/de/districts/house/6.md
new file mode 100644
index 0000000000..a2da2c0d1f
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 6"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 6
+
+State House district 6 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/7.md b/data/jurisdictions/us/states/de/districts/house/7.md
new file mode 100644
index 0000000000..8e3b6cf3e0
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 7"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 7
+
+State House district 7 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/8.md b/data/jurisdictions/us/states/de/districts/house/8.md
new file mode 100644
index 0000000000..015c1efe55
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 8"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 8
+
+State House district 8 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/house/9.md b/data/jurisdictions/us/states/de/districts/house/9.md
new file mode 100644
index 0000000000..1471c7af93
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE House District 9"
+classification: state-house-district
+state: "DE"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE House District 9
+
+State House district 9 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/1.md b/data/jurisdictions/us/states/de/districts/senate/1.md
new file mode 100644
index 0000000000..1b7c1d0a28
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 1"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 1
+
+State Senate district 1 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/10.md b/data/jurisdictions/us/states/de/districts/senate/10.md
new file mode 100644
index 0000000000..f114ddd460
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 10"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 10
+
+State Senate district 10 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/11.md b/data/jurisdictions/us/states/de/districts/senate/11.md
new file mode 100644
index 0000000000..aa6d58c2df
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 11"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 11
+
+State Senate district 11 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/12.md b/data/jurisdictions/us/states/de/districts/senate/12.md
new file mode 100644
index 0000000000..6a294e6a68
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 12"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 12
+
+State Senate district 12 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/13.md b/data/jurisdictions/us/states/de/districts/senate/13.md
new file mode 100644
index 0000000000..44ce43379e
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 13"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 13
+
+State Senate district 13 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/14.md b/data/jurisdictions/us/states/de/districts/senate/14.md
new file mode 100644
index 0000000000..d4d7536669
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 14"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 14
+
+State Senate district 14 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/15.md b/data/jurisdictions/us/states/de/districts/senate/15.md
new file mode 100644
index 0000000000..00a313ee71
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 15"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 15
+
+State Senate district 15 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/16.md b/data/jurisdictions/us/states/de/districts/senate/16.md
new file mode 100644
index 0000000000..e104f45a3d
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 16"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 16
+
+State Senate district 16 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/17.md b/data/jurisdictions/us/states/de/districts/senate/17.md
new file mode 100644
index 0000000000..d4d09ef948
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 17"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 17
+
+State Senate district 17 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/18.md b/data/jurisdictions/us/states/de/districts/senate/18.md
new file mode 100644
index 0000000000..1a781259ec
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 18"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 18
+
+State Senate district 18 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/19.md b/data/jurisdictions/us/states/de/districts/senate/19.md
new file mode 100644
index 0000000000..44b24d8af0
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 19"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 19
+
+State Senate district 19 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/2.md b/data/jurisdictions/us/states/de/districts/senate/2.md
new file mode 100644
index 0000000000..60fbd44e0a
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 2"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 2
+
+State Senate district 2 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/20.md b/data/jurisdictions/us/states/de/districts/senate/20.md
new file mode 100644
index 0000000000..84e625ee69
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 20"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 20
+
+State Senate district 20 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/21.md b/data/jurisdictions/us/states/de/districts/senate/21.md
new file mode 100644
index 0000000000..059c845cf3
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 21"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 21
+
+State Senate district 21 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/3.md b/data/jurisdictions/us/states/de/districts/senate/3.md
new file mode 100644
index 0000000000..7e7f2011af
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 3"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 3
+
+State Senate district 3 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/4.md b/data/jurisdictions/us/states/de/districts/senate/4.md
new file mode 100644
index 0000000000..962bcc6c18
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 4"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 4
+
+State Senate district 4 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/5.md b/data/jurisdictions/us/states/de/districts/senate/5.md
new file mode 100644
index 0000000000..23da96f8fa
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 5"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 5
+
+State Senate district 5 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/6.md b/data/jurisdictions/us/states/de/districts/senate/6.md
new file mode 100644
index 0000000000..54ae9dc395
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 6"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 6
+
+State Senate district 6 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/7.md b/data/jurisdictions/us/states/de/districts/senate/7.md
new file mode 100644
index 0000000000..fe3da0c779
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 7"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 7
+
+State Senate district 7 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/8.md b/data/jurisdictions/us/states/de/districts/senate/8.md
new file mode 100644
index 0000000000..ec5450445b
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 8"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 8
+
+State Senate district 8 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/districts/senate/9.md b/data/jurisdictions/us/states/de/districts/senate/9.md
new file mode 100644
index 0000000000..8329f869da
--- /dev/null
+++ b/data/jurisdictions/us/states/de/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "DE Senate District 9"
+classification: state-senate-district
+state: "DE"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, de]
+timestamp: "2026-07-03"
+---
+
+# DE Senate District 9
+
+State Senate district 9 (DE).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/de/people/alonna-berry.md b/data/jurisdictions/us/states/de/people/alonna-berry.md
index e4a2345671..40e0732b97 100644
--- a/data/jurisdictions/us/states/de/people/alonna-berry.md
+++ b/data/jurisdictions/us/states/de/people/alonna-berry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 20"
+represents: "us/states/de/districts/house/20"
 tenure:
   start: "2025-08-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 20 (DE State House of Representatives District 20).
 
+Represents [DE State House of Representatives District 20](/us/states/de/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/bill-bush.md b/data/jurisdictions/us/states/de/people/bill-bush.md
index ca25eda93e..a6f41e0d53 100644
--- a/data/jurisdictions/us/states/de/people/bill-bush.md
+++ b/data/jurisdictions/us/states/de/people/bill-bush.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 29"
+represents: "us/states/de/districts/house/29"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 29 (DE State House of Representatives District 29).
 
+Represents [DE State House of Representatives District 29](/us/states/de/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/bill-carson.md b/data/jurisdictions/us/states/de/people/bill-carson.md
index 49a111e12c..6a9fc51364 100644
--- a/data/jurisdictions/us/states/de/people/bill-carson.md
+++ b/data/jurisdictions/us/states/de/people/bill-carson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 28"
+represents: "us/states/de/districts/house/28"
 tenure:
   start: "2009-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 28 (DE State House of Representatives District 28).
 
+Represents [DE State House of Representatives District 28](/us/states/de/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/brian-pettyjohn.md b/data/jurisdictions/us/states/de/people/brian-pettyjohn.md
index 6a09f5c3a0..e2a5c5d657 100644
--- a/data/jurisdictions/us/states/de/people/brian-pettyjohn.md
+++ b/data/jurisdictions/us/states/de/people/brian-pettyjohn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 19"
+represents: "us/states/de/districts/senate/19"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 19 (DE State Senate District 19).
 
+Represents [DE State Senate District 19](/us/states/de/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/bryan-shupe.md b/data/jurisdictions/us/states/de/people/bryan-shupe.md
index 1760d5b191..24eff8cb9c 100644
--- a/data/jurisdictions/us/states/de/people/bryan-shupe.md
+++ b/data/jurisdictions/us/states/de/people/bryan-shupe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 36"
+represents: "us/states/de/districts/house/36"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 36 (DE State House of Representatives District 36).
 
+Represents [DE State House of Representatives District 36](/us/states/de/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/bryan-townsend.md b/data/jurisdictions/us/states/de/people/bryan-townsend.md
index 11cfa3553a..f92b62552b 100644
--- a/data/jurisdictions/us/states/de/people/bryan-townsend.md
+++ b/data/jurisdictions/us/states/de/people/bryan-townsend.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 11"
+represents: "us/states/de/districts/senate/11"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 11 (DE State Senate District 11).
 
+Represents [DE State Senate District 11](/us/states/de/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/bryant-richardson.md b/data/jurisdictions/us/states/de/people/bryant-richardson.md
index 54b6b9950e..a807772521 100644
--- a/data/jurisdictions/us/states/de/people/bryant-richardson.md
+++ b/data/jurisdictions/us/states/de/people/bryant-richardson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 21"
+represents: "us/states/de/districts/senate/21"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 21 (DE State Senate District 21).
 
+Represents [DE State Senate District 21](/us/states/de/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/charles-postles.md b/data/jurisdictions/us/states/de/people/charles-postles.md
index 66a7be4d19..dc5c5eb87b 100644
--- a/data/jurisdictions/us/states/de/people/charles-postles.md
+++ b/data/jurisdictions/us/states/de/people/charles-postles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 33"
+represents: "us/states/de/districts/house/33"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 33 (DE State House of Representatives District 33).
 
+Represents [DE State House of Representatives District 33](/us/states/de/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/claire-snyder-hall.md b/data/jurisdictions/us/states/de/people/claire-snyder-hall.md
index d2606a14c4..1ca51b0371 100644
--- a/data/jurisdictions/us/states/de/people/claire-snyder-hall.md
+++ b/data/jurisdictions/us/states/de/people/claire-snyder-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 14"
+represents: "us/states/de/districts/house/14"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 14 (DE State House of Representatives District 14).
 
+Represents [DE State House of Representatives District 14](/us/states/de/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/cyndie-romer.md b/data/jurisdictions/us/states/de/people/cyndie-romer.md
index 8022bef2f3..3f7f4add49 100644
--- a/data/jurisdictions/us/states/de/people/cyndie-romer.md
+++ b/data/jurisdictions/us/states/de/people/cyndie-romer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 25"
+represents: "us/states/de/districts/house/25"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 25 (DE State House of Representatives District 25).
 
+Represents [DE State House of Representatives District 25](/us/states/de/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/dan-cruce.md b/data/jurisdictions/us/states/de/people/dan-cruce.md
index b953d7d079..6b111e1d04 100644
--- a/data/jurisdictions/us/states/de/people/dan-cruce.md
+++ b/data/jurisdictions/us/states/de/people/dan-cruce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 1"
+represents: "us/states/de/districts/senate/1"
 tenure:
   start: "2025-02-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 1 (DE State Senate District 1).
 
+Represents [DE State Senate District 1](/us/states/de/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/danny-short.md b/data/jurisdictions/us/states/de/people/danny-short.md
index a6b436eb03..6de1fb96f7 100644
--- a/data/jurisdictions/us/states/de/people/danny-short.md
+++ b/data/jurisdictions/us/states/de/people/danny-short.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 39"
+represents: "us/states/de/districts/house/39"
 tenure:
   start: "2007-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 39 (DE State House of Representatives District 39).
 
+Represents [DE State House of Representatives District 39](/us/states/de/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/darius-brown.md b/data/jurisdictions/us/states/de/people/darius-brown.md
index ce776137e9..78bdbeb977 100644
--- a/data/jurisdictions/us/states/de/people/darius-brown.md
+++ b/data/jurisdictions/us/states/de/people/darius-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 2"
+represents: "us/states/de/districts/senate/2"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 2 (DE State Senate District 2).
 
+Represents [DE State Senate District 2](/us/states/de/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/dave-lawson.md b/data/jurisdictions/us/states/de/people/dave-lawson.md
index b1b57ee939..9d9490d000 100644
--- a/data/jurisdictions/us/states/de/people/dave-lawson.md
+++ b/data/jurisdictions/us/states/de/people/dave-lawson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 15"
+represents: "us/states/de/districts/senate/15"
 tenure:
   start: "2010-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 15 (DE State Senate District 15).
 
+Represents [DE State Senate District 15](/us/states/de/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/dave-sokola.md b/data/jurisdictions/us/states/de/people/dave-sokola.md
index 78f82c40cf..e6d607dc35 100644
--- a/data/jurisdictions/us/states/de/people/dave-sokola.md
+++ b/data/jurisdictions/us/states/de/people/dave-sokola.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 8"
+represents: "us/states/de/districts/senate/8"
 tenure:
   start: "1991-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 8 (DE State Senate District 8).
 
+Represents [DE State Senate District 8](/us/states/de/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/dave-wilson.md b/data/jurisdictions/us/states/de/people/dave-wilson.md
index 733d1b2681..005b7a9104 100644
--- a/data/jurisdictions/us/states/de/people/dave-wilson.md
+++ b/data/jurisdictions/us/states/de/people/dave-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 18"
+represents: "us/states/de/districts/senate/18"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 18 (DE State Senate District 18).
 
+Represents [DE State Senate District 18](/us/states/de/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/debra-heffernan.md b/data/jurisdictions/us/states/de/people/debra-heffernan.md
index f18d511be3..6d9002ac87 100644
--- a/data/jurisdictions/us/states/de/people/debra-heffernan.md
+++ b/data/jurisdictions/us/states/de/people/debra-heffernan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 6"
+represents: "us/states/de/districts/house/6"
 tenure:
   start: "2011-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 6 (DE State House of Representatives District 6).
 
+Represents [DE State House of Representatives District 6](/us/states/de/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/deshanna-neal.md b/data/jurisdictions/us/states/de/people/deshanna-neal.md
index 91e267d92f..5edc32ae3a 100644
--- a/data/jurisdictions/us/states/de/people/deshanna-neal.md
+++ b/data/jurisdictions/us/states/de/people/deshanna-neal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 13"
+represents: "us/states/de/districts/house/13"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 13 (DE State House of Representatives District 13).
 
+Represents [DE State House of Representatives District 13](/us/states/de/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/ed-osienski.md b/data/jurisdictions/us/states/de/people/ed-osienski.md
index ad4c5a3572..b6eadc37cc 100644
--- a/data/jurisdictions/us/states/de/people/ed-osienski.md
+++ b/data/jurisdictions/us/states/de/people/ed-osienski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 24"
+represents: "us/states/de/districts/house/24"
 tenure:
   start: "2011-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 24 (DE State House of Representatives District 24).
 
+Represents [DE State House of Representatives District 24](/us/states/de/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/eric-buckson.md b/data/jurisdictions/us/states/de/people/eric-buckson.md
index ada581276b..29aecc9d99 100644
--- a/data/jurisdictions/us/states/de/people/eric-buckson.md
+++ b/data/jurisdictions/us/states/de/people/eric-buckson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 16"
+represents: "us/states/de/districts/senate/16"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 16 (DE State Senate District 16).
 
+Represents [DE State Senate District 16](/us/states/de/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/eric-morrison.md b/data/jurisdictions/us/states/de/people/eric-morrison.md
index 57ed09200d..bee7ab3bb3 100644
--- a/data/jurisdictions/us/states/de/people/eric-morrison.md
+++ b/data/jurisdictions/us/states/de/people/eric-morrison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 27"
+represents: "us/states/de/districts/house/27"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 27 (DE State House of Representatives District 27).
 
+Represents [DE State House of Representatives District 27](/us/states/de/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/frank-burns.md b/data/jurisdictions/us/states/de/people/frank-burns.md
index 0ed037c969..327dbfbe8e 100644
--- a/data/jurisdictions/us/states/de/people/frank-burns.md
+++ b/data/jurisdictions/us/states/de/people/frank-burns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 21"
+represents: "us/states/de/districts/house/21"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 21 (DE State House of Representatives District 21).
 
+Represents [DE State House of Representatives District 21](/us/states/de/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/frank-cooke.md b/data/jurisdictions/us/states/de/people/frank-cooke.md
index 15b94f7210..7934419c48 100644
--- a/data/jurisdictions/us/states/de/people/frank-cooke.md
+++ b/data/jurisdictions/us/states/de/people/frank-cooke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 16"
+represents: "us/states/de/districts/house/16"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 16 (DE State House of Representatives District 16).
 
+Represents [DE State House of Representatives District 16](/us/states/de/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/gerald-hocker.md b/data/jurisdictions/us/states/de/people/gerald-hocker.md
index 79b732622d..a980dfb4f8 100644
--- a/data/jurisdictions/us/states/de/people/gerald-hocker.md
+++ b/data/jurisdictions/us/states/de/people/gerald-hocker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 20"
+represents: "us/states/de/districts/senate/20"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 20 (DE State Senate District 20).
 
+Represents [DE State Senate District 20](/us/states/de/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/jack-walsh.md b/data/jurisdictions/us/states/de/people/jack-walsh.md
index 1ab5482f3d..ef536c2f6e 100644
--- a/data/jurisdictions/us/states/de/people/jack-walsh.md
+++ b/data/jurisdictions/us/states/de/people/jack-walsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 9"
+represents: "us/states/de/districts/senate/9"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 9 (DE State Senate District 9).
 
+Represents [DE State Senate District 9](/us/states/de/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/jeff-hilovsky.md b/data/jurisdictions/us/states/de/people/jeff-hilovsky.md
index 7ec0f03558..f5ae594d3d 100644
--- a/data/jurisdictions/us/states/de/people/jeff-hilovsky.md
+++ b/data/jurisdictions/us/states/de/people/jeff-hilovsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 4"
+represents: "us/states/de/districts/house/4"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 4 (DE State House of Representatives District 4).
 
+Represents [DE State House of Representatives District 4](/us/states/de/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/jeff-spiegelman.md b/data/jurisdictions/us/states/de/people/jeff-spiegelman.md
index f21f7d72eb..4c49dbcc6b 100644
--- a/data/jurisdictions/us/states/de/people/jeff-spiegelman.md
+++ b/data/jurisdictions/us/states/de/people/jeff-spiegelman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 11"
+represents: "us/states/de/districts/house/11"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 11 (DE State House of Representatives District 11).
 
+Represents [DE State House of Representatives District 11](/us/states/de/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/jesse-vanderwende.md b/data/jurisdictions/us/states/de/people/jesse-vanderwende.md
index 149c942f41..0b08876fc8 100644
--- a/data/jurisdictions/us/states/de/people/jesse-vanderwende.md
+++ b/data/jurisdictions/us/states/de/people/jesse-vanderwende.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 35"
+represents: "us/states/de/districts/house/35"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 35 (DE State House of Representatives District 35).
 
+Represents [DE State House of Representatives District 35](/us/states/de/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/josue-ortega.md b/data/jurisdictions/us/states/de/people/josue-ortega.md
index dab6b31e54..04fbd81498 100644
--- a/data/jurisdictions/us/states/de/people/josue-ortega.md
+++ b/data/jurisdictions/us/states/de/people/josue-ortega.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 3"
+represents: "us/states/de/districts/house/3"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 3 (DE State House of Representatives District 3).
 
+Represents [DE State House of Representatives District 3](/us/states/de/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/kam-smith.md b/data/jurisdictions/us/states/de/people/kam-smith.md
index 8cb0f4b471..1876aec182 100644
--- a/data/jurisdictions/us/states/de/people/kam-smith.md
+++ b/data/jurisdictions/us/states/de/people/kam-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 15"
+represents: "us/states/de/districts/house/15"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 15 (DE State House of Representatives District 15).
 
+Represents [DE State House of Representatives District 15](/us/states/de/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/kendra-johnson.md b/data/jurisdictions/us/states/de/people/kendra-johnson.md
index 48ee105f9f..ba0e284d8d 100644
--- a/data/jurisdictions/us/states/de/people/kendra-johnson.md
+++ b/data/jurisdictions/us/states/de/people/kendra-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 5"
+represents: "us/states/de/districts/house/5"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 5 (DE State House of Representatives District 5).
 
+Represents [DE State House of Representatives District 5](/us/states/de/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/kerri-harris.md b/data/jurisdictions/us/states/de/people/kerri-harris.md
index 078bae72ff..d995c0d877 100644
--- a/data/jurisdictions/us/states/de/people/kerri-harris.md
+++ b/data/jurisdictions/us/states/de/people/kerri-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 32"
+represents: "us/states/de/districts/house/32"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 32 (DE State House of Representatives District 32).
 
+Represents [DE State House of Representatives District 32](/us/states/de/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/kevin-hensley.md b/data/jurisdictions/us/states/de/people/kevin-hensley.md
index ca231929dc..53800fa249 100644
--- a/data/jurisdictions/us/states/de/people/kevin-hensley.md
+++ b/data/jurisdictions/us/states/de/people/kevin-hensley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 9"
+represents: "us/states/de/districts/house/9"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 9 (DE State House of Representatives District 9).
 
+Represents [DE State House of Representatives District 9](/us/states/de/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/kim-williams.md b/data/jurisdictions/us/states/de/people/kim-williams.md
index b0634222e4..63d137f331 100644
--- a/data/jurisdictions/us/states/de/people/kim-williams.md
+++ b/data/jurisdictions/us/states/de/people/kim-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 19"
+represents: "us/states/de/districts/house/19"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 19 (DE State House of Representatives District 19).
 
+Represents [DE State House of Representatives District 19](/us/states/de/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/krista-griffith.md b/data/jurisdictions/us/states/de/people/krista-griffith.md
index 8a6c09079a..8d11d9fb26 100644
--- a/data/jurisdictions/us/states/de/people/krista-griffith.md
+++ b/data/jurisdictions/us/states/de/people/krista-griffith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 12"
+represents: "us/states/de/districts/house/12"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 12 (DE State House of Representatives District 12).
 
+Represents [DE State House of Representatives District 12](/us/states/de/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/kyra-hoffner.md b/data/jurisdictions/us/states/de/people/kyra-hoffner.md
index f715c6235c..83baf5d144 100644
--- a/data/jurisdictions/us/states/de/people/kyra-hoffner.md
+++ b/data/jurisdictions/us/states/de/people/kyra-hoffner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 14"
+represents: "us/states/de/districts/senate/14"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 14 (DE State Senate District 14).
 
+Represents [DE State Senate District 14](/us/states/de/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/larry-lambert.md b/data/jurisdictions/us/states/de/people/larry-lambert.md
index 2e8e9c25cf..4859edef0d 100644
--- a/data/jurisdictions/us/states/de/people/larry-lambert.md
+++ b/data/jurisdictions/us/states/de/people/larry-lambert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 7"
+represents: "us/states/de/districts/house/7"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 7 (DE State House of Representatives District 7).
 
+Represents [DE State House of Representatives District 7](/us/states/de/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/laura-sturgeon.md b/data/jurisdictions/us/states/de/people/laura-sturgeon.md
index 18e1a4aaba..5c2bbed3a6 100644
--- a/data/jurisdictions/us/states/de/people/laura-sturgeon.md
+++ b/data/jurisdictions/us/states/de/people/laura-sturgeon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 4"
+represents: "us/states/de/districts/senate/4"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 4 (DE State Senate District 4).
 
+Represents [DE State Senate District 4](/us/states/de/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/lyndon-yearick.md b/data/jurisdictions/us/states/de/people/lyndon-yearick.md
index 6ff2ac3e01..8035f55b2d 100644
--- a/data/jurisdictions/us/states/de/people/lyndon-yearick.md
+++ b/data/jurisdictions/us/states/de/people/lyndon-yearick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 34"
+represents: "us/states/de/districts/house/34"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 34 (DE State House of Representatives District 34).
 
+Represents [DE State House of Representatives District 34](/us/states/de/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/madinah-wilson-anton.md b/data/jurisdictions/us/states/de/people/madinah-wilson-anton.md
index ee2631928d..c1028d3eea 100644
--- a/data/jurisdictions/us/states/de/people/madinah-wilson-anton.md
+++ b/data/jurisdictions/us/states/de/people/madinah-wilson-anton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 26"
+represents: "us/states/de/districts/house/26"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 26 (DE State House of Representatives District 26).
 
+Represents [DE State House of Representatives District 26](/us/states/de/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/mara-gorman.md b/data/jurisdictions/us/states/de/people/mara-gorman.md
index e54b64385b..447a5a80f5 100644
--- a/data/jurisdictions/us/states/de/people/mara-gorman.md
+++ b/data/jurisdictions/us/states/de/people/mara-gorman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 23"
+represents: "us/states/de/districts/house/23"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 23 (DE State House of Representatives District 23).
 
+Represents [DE State House of Representatives District 23](/us/states/de/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/marie-pinkney.md b/data/jurisdictions/us/states/de/people/marie-pinkney.md
index 14f91f5b98..59c66855b8 100644
--- a/data/jurisdictions/us/states/de/people/marie-pinkney.md
+++ b/data/jurisdictions/us/states/de/people/marie-pinkney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 13"
+represents: "us/states/de/districts/senate/13"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 13 (DE State Senate District 13).
 
+Represents [DE State Senate District 13](/us/states/de/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/melanie-ross-levin.md b/data/jurisdictions/us/states/de/people/melanie-ross-levin.md
index 9b1b46b2cd..cd4cd205d4 100644
--- a/data/jurisdictions/us/states/de/people/melanie-ross-levin.md
+++ b/data/jurisdictions/us/states/de/people/melanie-ross-levin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 10"
+represents: "us/states/de/districts/house/10"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 10 (DE State House of Representatives District 10).
 
+Represents [DE State House of Representatives District 10](/us/states/de/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/melissa-minor-brown.md b/data/jurisdictions/us/states/de/people/melissa-minor-brown.md
index 0a3180baf0..20b9cd9422 100644
--- a/data/jurisdictions/us/states/de/people/melissa-minor-brown.md
+++ b/data/jurisdictions/us/states/de/people/melissa-minor-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 17"
+represents: "us/states/de/districts/house/17"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 17 (DE State House of Representatives District 17).
 
+Represents [DE State House of Representatives District 17](/us/states/de/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/mike-smith.md b/data/jurisdictions/us/states/de/people/mike-smith.md
index c95af4371f..e411f97110 100644
--- a/data/jurisdictions/us/states/de/people/mike-smith.md
+++ b/data/jurisdictions/us/states/de/people/mike-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 22"
+represents: "us/states/de/districts/house/22"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 22 (DE State House of Representatives District 22).
 
+Represents [DE State House of Representatives District 22](/us/states/de/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/nicole-poore.md b/data/jurisdictions/us/states/de/people/nicole-poore.md
index aebe499148..04afe81ba5 100644
--- a/data/jurisdictions/us/states/de/people/nicole-poore.md
+++ b/data/jurisdictions/us/states/de/people/nicole-poore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 12"
+represents: "us/states/de/districts/senate/12"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 12 (DE State Senate District 12).
 
+Represents [DE State Senate District 12](/us/states/de/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/nnamdi-chukwuocha.md b/data/jurisdictions/us/states/de/people/nnamdi-chukwuocha.md
index ecc9fd899d..9654a739bf 100644
--- a/data/jurisdictions/us/states/de/people/nnamdi-chukwuocha.md
+++ b/data/jurisdictions/us/states/de/people/nnamdi-chukwuocha.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 1"
+represents: "us/states/de/districts/house/1"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 1 (DE State House of Representatives District 1).
 
+Represents [DE State House of Representatives District 1](/us/states/de/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/rae-moore.md b/data/jurisdictions/us/states/de/people/rae-moore.md
index 67c135fa20..f14011913e 100644
--- a/data/jurisdictions/us/states/de/people/rae-moore.md
+++ b/data/jurisdictions/us/states/de/people/rae-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 8"
+represents: "us/states/de/districts/house/8"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 8 (DE State House of Representatives District 8).
 
+Represents [DE State House of Representatives District 8](/us/states/de/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/ray-seigfried.md b/data/jurisdictions/us/states/de/people/ray-seigfried.md
index c488f9dee8..612d30796a 100644
--- a/data/jurisdictions/us/states/de/people/ray-seigfried.md
+++ b/data/jurisdictions/us/states/de/people/ray-seigfried.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 5"
+represents: "us/states/de/districts/senate/5"
 tenure:
   start: "2025-02-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 5 (DE State Senate District 5).
 
+Represents [DE State Senate District 5](/us/states/de/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/rich-collins.md b/data/jurisdictions/us/states/de/people/rich-collins.md
index af2e197a24..b6ce5c5567 100644
--- a/data/jurisdictions/us/states/de/people/rich-collins.md
+++ b/data/jurisdictions/us/states/de/people/rich-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 41"
+represents: "us/states/de/districts/house/41"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 41 (DE State House of Representatives District 41).
 
+Represents [DE State House of Representatives District 41](/us/states/de/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/ron-gray.md b/data/jurisdictions/us/states/de/people/ron-gray.md
index 6dce42d1de..d383f41553 100644
--- a/data/jurisdictions/us/states/de/people/ron-gray.md
+++ b/data/jurisdictions/us/states/de/people/ron-gray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 38"
+represents: "us/states/de/districts/house/38"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 38 (DE State House of Representatives District 38).
 
+Represents [DE State House of Representatives District 38](/us/states/de/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/russ-huxtable.md b/data/jurisdictions/us/states/de/people/russ-huxtable.md
index b950155581..527d4d6c99 100644
--- a/data/jurisdictions/us/states/de/people/russ-huxtable.md
+++ b/data/jurisdictions/us/states/de/people/russ-huxtable.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 6"
+represents: "us/states/de/districts/senate/6"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 6 (DE State Senate District 6).
 
+Represents [DE State Senate District 6](/us/states/de/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/sean-lynn.md b/data/jurisdictions/us/states/de/people/sean-lynn.md
index 353d85c598..3df0acc08e 100644
--- a/data/jurisdictions/us/states/de/people/sean-lynn.md
+++ b/data/jurisdictions/us/states/de/people/sean-lynn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 31"
+represents: "us/states/de/districts/house/31"
 tenure:
   start: "2014-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 31 (DE State House of Representatives District 31).
 
+Represents [DE State House of Representatives District 31](/us/states/de/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/shannon-morris.md b/data/jurisdictions/us/states/de/people/shannon-morris.md
index ef4ba8bf6f..0e914db13e 100644
--- a/data/jurisdictions/us/states/de/people/shannon-morris.md
+++ b/data/jurisdictions/us/states/de/people/shannon-morris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 30"
+represents: "us/states/de/districts/house/30"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 30 (DE State House of Representatives District 30).
 
+Represents [DE State House of Representatives District 30](/us/states/de/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/sophie-phillips.md b/data/jurisdictions/us/states/de/people/sophie-phillips.md
index c593f7f145..30476582c8 100644
--- a/data/jurisdictions/us/states/de/people/sophie-phillips.md
+++ b/data/jurisdictions/us/states/de/people/sophie-phillips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 18"
+represents: "us/states/de/districts/house/18"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 18 (DE State House of Representatives District 18).
 
+Represents [DE State House of Representatives District 18](/us/states/de/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/spiros-mantzavinos.md b/data/jurisdictions/us/states/de/people/spiros-mantzavinos.md
index 31b44a814d..fbe6168808 100644
--- a/data/jurisdictions/us/states/de/people/spiros-mantzavinos.md
+++ b/data/jurisdictions/us/states/de/people/spiros-mantzavinos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 7"
+represents: "us/states/de/districts/senate/7"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 7 (DE State Senate District 7).
 
+Represents [DE State Senate District 7](/us/states/de/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/stephanie-bolden.md b/data/jurisdictions/us/states/de/people/stephanie-bolden.md
index 477815aded..4632d218ad 100644
--- a/data/jurisdictions/us/states/de/people/stephanie-bolden.md
+++ b/data/jurisdictions/us/states/de/people/stephanie-bolden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 2"
+represents: "us/states/de/districts/house/2"
 tenure:
   start: "2010-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 2 (DE State House of Representatives District 2).
 
+Represents [DE State House of Representatives District 2](/us/states/de/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/stephanie-hansen.md b/data/jurisdictions/us/states/de/people/stephanie-hansen.md
index 83587a4fc5..3c656142c0 100644
--- a/data/jurisdictions/us/states/de/people/stephanie-hansen.md
+++ b/data/jurisdictions/us/states/de/people/stephanie-hansen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 10"
+represents: "us/states/de/districts/senate/10"
 tenure:
   start: "2017-03-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 10 (DE State Senate District 10).
 
+Represents [DE State Senate District 10](/us/states/de/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/tim-dukes.md b/data/jurisdictions/us/states/de/people/tim-dukes.md
index cbca171c70..ae3af04160 100644
--- a/data/jurisdictions/us/states/de/people/tim-dukes.md
+++ b/data/jurisdictions/us/states/de/people/tim-dukes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 40"
+represents: "us/states/de/districts/house/40"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 40 (DE State House of Representatives District 40).
 
+Represents [DE State House of Representatives District 40](/us/states/de/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/tizzy-lockman.md b/data/jurisdictions/us/states/de/people/tizzy-lockman.md
index 8580e08d36..f5609a2dab 100644
--- a/data/jurisdictions/us/states/de/people/tizzy-lockman.md
+++ b/data/jurisdictions/us/states/de/people/tizzy-lockman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 3"
+represents: "us/states/de/districts/senate/3"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 3 (DE State Senate District 3).
 
+Represents [DE State Senate District 3](/us/states/de/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/trey-paradee.md b/data/jurisdictions/us/states/de/people/trey-paradee.md
index 05a36ab497..fb4a95f8e2 100644
--- a/data/jurisdictions/us/states/de/people/trey-paradee.md
+++ b/data/jurisdictions/us/states/de/people/trey-paradee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State Senate District 17"
+represents: "us/states/de/districts/senate/17"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE Senate District 17 (DE State Senate District 17).
 
+Represents [DE State Senate District 17](/us/states/de/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/de/people/valerie-giltner.md b/data/jurisdictions/us/states/de/people/valerie-giltner.md
index af3f31d98c..cd45d487f2 100644
--- a/data/jurisdictions/us/states/de/people/valerie-giltner.md
+++ b/data/jurisdictions/us/states/de/people/valerie-giltner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "DE"
 district: "DE State House of Representatives District 37"
+represents: "us/states/de/districts/house/37"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current DE House District 37 (DE State House of Representatives District 37).
 
+Represents [DE State House of Representatives District 37](/us/states/de/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/counties/alachua/index.md b/data/jurisdictions/us/states/fl/counties/alachua/index.md
index 1c0e857fe0..db6b8c6e3b 100644
--- a/data/jurisdictions/us/states/fl/counties/alachua/index.md
+++ b/data/jurisdictions/us/states/fl/counties/alachua/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 545
   hispanic: 38536
   bachelors_plus: 144818
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/fl/districts/senate/6"
+    rel: in-district
+    area_weight: 0.5104
+  - to: "us/states/fl/districts/senate/9"
+    rel: in-district
+    area_weight: 0.4895
+  - to: "us/states/fl/districts/house/21"
+    rel: in-district
+    area_weight: 0.3922
+  - to: "us/states/fl/districts/house/10"
+    rel: in-district
+    area_weight: 0.3712
+  - to: "us/states/fl/districts/house/22"
+    rel: in-district
+    area_weight: 0.2365
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 67 officeholders mapped.
 | Hispanic/Latino | 38536 |
 | Bachelor's or higher | 144818 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 100% (congressional)
+- [FL Senate District 6](/us/states/fl/districts/senate/6.md) — 51% (state senate)
+- [FL Senate District 9](/us/states/fl/districts/senate/9.md) — 49% (state senate)
+- [FL House District 21](/us/states/fl/districts/house/21.md) — 39% (state house)
+- [FL House District 10](/us/states/fl/districts/house/10.md) — 37% (state house)
+- [FL House District 22](/us/states/fl/districts/house/22.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/baker/index.md b/data/jurisdictions/us/states/fl/counties/baker/index.md
index b4df14d491..b4a7c9f67a 100644
--- a/data/jurisdictions/us/states/fl/counties/baker/index.md
+++ b/data/jurisdictions/us/states/fl/counties/baker/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 1155
   bachelors_plus: 4551
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/fl/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/fl/districts/house/10"
+    rel: in-district
+    area_weight: 0.9989
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 25 officeholders mapped.
 | Hispanic/Latino | 1155 |
 | Bachelor's or higher | 4551 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 100% (congressional)
+- [FL Senate District 6](/us/states/fl/districts/senate/6.md) — 100% (state senate)
+- [FL House District 10](/us/states/fl/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/bay/index.md b/data/jurisdictions/us/states/fl/counties/bay/index.md
index 9639777cf8..ccd6353b95 100644
--- a/data/jurisdictions/us/states/fl/counties/bay/index.md
+++ b/data/jurisdictions/us/states/fl/counties/bay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1630
   hispanic: 21076
   bachelors_plus: 57864
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.6026
+  - to: "us/states/fl/districts/senate/2"
+    rel: in-district
+    area_weight: 0.6024
+  - to: "us/states/fl/districts/house/6"
+    rel: in-district
+    area_weight: 0.6024
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 50 officeholders mapped.
 | Hispanic/Latino | 21076 |
 | Bachelor's or higher | 57864 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 60% (congressional)
+- [FL Senate District 2](/us/states/fl/districts/senate/2.md) — 60% (state senate)
+- [FL House District 6](/us/states/fl/districts/house/6.md) — 60% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/bradford/index.md b/data/jurisdictions/us/states/fl/counties/bradford/index.md
index c530e7e260..c8ee48efc0 100644
--- a/data/jurisdictions/us/states/fl/counties/bradford/index.md
+++ b/data/jurisdictions/us/states/fl/counties/bradford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 18
   hispanic: 1407
   bachelors_plus: 3921
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/fl/districts/senate/6"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/house/10"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 35 officeholders mapped.
 | Hispanic/Latino | 1407 |
 | Bachelor's or higher | 3921 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 100% (congressional)
+- [FL Senate District 6](/us/states/fl/districts/senate/6.md) — 100% (state senate)
+- [FL House District 10](/us/states/fl/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/brevard/index.md b/data/jurisdictions/us/states/fl/counties/brevard/index.md
index 9ccb7f26e5..67390e0c8b 100644
--- a/data/jurisdictions/us/states/fl/counties/brevard/index.md
+++ b/data/jurisdictions/us/states/fl/counties/brevard/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1128
   hispanic: 87618
   bachelors_plus: 250324
+districts:
+  - to: "us/states/fl/districts/08"
+    rel: in-district
+    area_weight: 0.8314
+  - to: "us/states/fl/districts/senate/19"
+    rel: in-district
+    area_weight: 0.6281
+  - to: "us/states/fl/districts/senate/8"
+    rel: in-district
+    area_weight: 0.2032
+  - to: "us/states/fl/districts/house/31"
+    rel: in-district
+    area_weight: 0.2695
+  - to: "us/states/fl/districts/house/33"
+    rel: in-district
+    area_weight: 0.1875
+  - to: "us/states/fl/districts/house/32"
+    rel: in-district
+    area_weight: 0.1532
+  - to: "us/states/fl/districts/house/30"
+    rel: in-district
+    area_weight: 0.1501
+  - to: "us/states/fl/districts/house/34"
+    rel: in-district
+    area_weight: 0.0711
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 102 officeholders mapped.
 | Hispanic/Latino | 87618 |
 | Bachelor's or higher | 250324 |
 
+## Districts
+
+- [FL-08](/us/states/fl/districts/08.md) — 83% (congressional)
+- [FL Senate District 19](/us/states/fl/districts/senate/19.md) — 63% (state senate)
+- [FL Senate District 8](/us/states/fl/districts/senate/8.md) — 20% (state senate)
+- [FL House District 31](/us/states/fl/districts/house/31.md) — 27% (state house)
+- [FL House District 33](/us/states/fl/districts/house/33.md) — 19% (state house)
+- [FL House District 32](/us/states/fl/districts/house/32.md) — 15% (state house)
+- [FL House District 30](/us/states/fl/districts/house/30.md) — 15% (state house)
+- [FL House District 34](/us/states/fl/districts/house/34.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/broward/index.md b/data/jurisdictions/us/states/fl/counties/broward/index.md
index a0d10751e7..0fdc0e29ae 100644
--- a/data/jurisdictions/us/states/fl/counties/broward/index.md
+++ b/data/jurisdictions/us/states/fl/counties/broward/index.md
@@ -22,9 +22,69 @@ demographics:
   race_native: 4541
   hispanic: 648085
   bachelors_plus: 723079
+districts:
+  - to: "us/states/fl/districts/20"
+    rel: in-district
+    area_weight: 0.6798
+  - to: "us/states/fl/districts/25"
+    rel: in-district
+    area_weight: 0.159
+  - to: "us/states/fl/districts/23"
+    rel: in-district
+    area_weight: 0.0885
+  - to: "us/states/fl/districts/24"
+    rel: in-district
+    area_weight: 0.0084
+  - to: "us/states/fl/districts/senate/35"
+    rel: in-district
+    area_weight: 0.7298
+  - to: "us/states/fl/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0705
+  - to: "us/states/fl/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0681
+  - to: "us/states/fl/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0676
+  - to: "us/states/fl/districts/house/96"
+    rel: in-district
+    area_weight: 0.6376
+  - to: "us/states/fl/districts/house/103"
+    rel: in-district
+    area_weight: 0.0545
+  - to: "us/states/fl/districts/house/102"
+    rel: in-district
+    area_weight: 0.0396
+  - to: "us/states/fl/districts/house/101"
+    rel: in-district
+    area_weight: 0.0359
+  - to: "us/states/fl/districts/house/95"
+    rel: in-district
+    area_weight: 0.0328
+  - to: "us/states/fl/districts/house/98"
+    rel: in-district
+    area_weight: 0.0326
+  - to: "us/states/fl/districts/house/100"
+    rel: in-district
+    area_weight: 0.0257
+  - to: "us/states/fl/districts/house/99"
+    rel: in-district
+    area_weight: 0.0229
+  - to: "us/states/fl/districts/house/105"
+    rel: in-district
+    area_weight: 0.0198
+  - to: "us/states/fl/districts/house/97"
+    rel: in-district
+    area_weight: 0.0177
+  - to: "us/states/fl/districts/house/104"
+    rel: in-district
+    area_weight: 0.017
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +116,29 @@ County jurisdiction — 183 officeholders mapped.
 | Hispanic/Latino | 648085 |
 | Bachelor's or higher | 723079 |
 
+## Districts
+
+- [FL-20](/us/states/fl/districts/20.md) — 68% (congressional)
+- [FL-25](/us/states/fl/districts/25.md) — 16% (congressional)
+- [FL-23](/us/states/fl/districts/23.md) — 9% (congressional)
+- [FL-24](/us/states/fl/districts/24.md) — 1% (congressional)
+- [FL Senate District 35](/us/states/fl/districts/senate/35.md) — 73% (state senate)
+- [FL Senate District 37](/us/states/fl/districts/senate/37.md) — 7% (state senate)
+- [FL Senate District 30](/us/states/fl/districts/senate/30.md) — 7% (state senate)
+- [FL Senate District 32](/us/states/fl/districts/senate/32.md) — 7% (state senate)
+- [FL House District 96](/us/states/fl/districts/house/96.md) — 64% (state house)
+- [FL House District 103](/us/states/fl/districts/house/103.md) — 5% (state house)
+- [FL House District 102](/us/states/fl/districts/house/102.md) — 4% (state house)
+- [FL House District 101](/us/states/fl/districts/house/101.md) — 4% (state house)
+- [FL House District 95](/us/states/fl/districts/house/95.md) — 3% (state house)
+- [FL House District 98](/us/states/fl/districts/house/98.md) — 3% (state house)
+- [FL House District 100](/us/states/fl/districts/house/100.md) — 3% (state house)
+- [FL House District 99](/us/states/fl/districts/house/99.md) — 2% (state house)
+- [FL House District 105](/us/states/fl/districts/house/105.md) — 2% (state house)
+- [FL House District 97](/us/states/fl/districts/house/97.md) — 2% (state house)
+- [FL House District 104](/us/states/fl/districts/house/104.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/calhoun/index.md b/data/jurisdictions/us/states/fl/counties/calhoun/index.md
index 0a2bec30f3..be2598cf22 100644
--- a/data/jurisdictions/us/states/fl/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/fl/counties/calhoun/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 115
   hispanic: 709
   bachelors_plus: 1770
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/fl/districts/house/5"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 27 officeholders mapped.
 | Hispanic/Latino | 709 |
 | Bachelor's or higher | 1770 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 100% (congressional)
+- [FL Senate District 2](/us/states/fl/districts/senate/2.md) — 100% (state senate)
+- [FL House District 5](/us/states/fl/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/charlotte/index.md b/data/jurisdictions/us/states/fl/counties/charlotte/index.md
index ae868c8803..68d2d3ef83 100644
--- a/data/jurisdictions/us/states/fl/counties/charlotte/index.md
+++ b/data/jurisdictions/us/states/fl/counties/charlotte/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 184
   hispanic: 16501
   bachelors_plus: 63250
+districts:
+  - to: "us/states/fl/districts/17"
+    rel: in-district
+    area_weight: 0.7862
+  - to: "us/states/fl/districts/senate/27"
+    rel: in-district
+    area_weight: 0.7838
+  - to: "us/states/fl/districts/house/76"
+    rel: in-district
+    area_weight: 0.5907
+  - to: "us/states/fl/districts/house/75"
+    rel: in-district
+    area_weight: 0.1931
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 21 officeholders mapped.
 | Hispanic/Latino | 16501 |
 | Bachelor's or higher | 63250 |
 
+## Districts
+
+- [FL-17](/us/states/fl/districts/17.md) — 79% (congressional)
+- [FL Senate District 27](/us/states/fl/districts/senate/27.md) — 78% (state senate)
+- [FL House District 76](/us/states/fl/districts/house/76.md) — 59% (state house)
+- [FL House District 75](/us/states/fl/districts/house/75.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/citrus/index.md b/data/jurisdictions/us/states/fl/counties/citrus/index.md
index 44ecb4bb07..dd9eea9864 100644
--- a/data/jurisdictions/us/states/fl/counties/citrus/index.md
+++ b/data/jurisdictions/us/states/fl/counties/citrus/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 439
   hispanic: 11303
   bachelors_plus: 36543
+districts:
+  - to: "us/states/fl/districts/12"
+    rel: in-district
+    area_weight: 0.6814
+  - to: "us/states/fl/districts/senate/11"
+    rel: in-district
+    area_weight: 0.6872
+  - to: "us/states/fl/districts/house/23"
+    rel: in-district
+    area_weight: 0.6872
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 28 officeholders mapped.
 | Hispanic/Latino | 11303 |
 | Bachelor's or higher | 36543 |
 
+## Districts
+
+- [FL-12](/us/states/fl/districts/12.md) — 68% (congressional)
+- [FL Senate District 11](/us/states/fl/districts/senate/11.md) — 69% (state senate)
+- [FL House District 23](/us/states/fl/districts/house/23.md) — 69% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/clay/index.md b/data/jurisdictions/us/states/fl/counties/clay/index.md
index 4188708ebd..ef3669dfeb 100644
--- a/data/jurisdictions/us/states/fl/counties/clay/index.md
+++ b/data/jurisdictions/us/states/fl/counties/clay/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 473
   hispanic: 26029
   bachelors_plus: 59861
+districts:
+  - to: "us/states/fl/districts/04"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/fl/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/fl/districts/house/20"
+    rel: in-district
+    area_weight: 0.6594
+  - to: "us/states/fl/districts/house/11"
+    rel: in-district
+    area_weight: 0.3404
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 35 officeholders mapped.
 | Hispanic/Latino | 26029 |
 | Bachelor's or higher | 59861 |
 
+## Districts
+
+- [FL-04](/us/states/fl/districts/04.md) — 100% (congressional)
+- [FL Senate District 6](/us/states/fl/districts/senate/6.md) — 100% (state senate)
+- [FL House District 20](/us/states/fl/districts/house/20.md) — 66% (state house)
+- [FL House District 11](/us/states/fl/districts/house/11.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/collier/index.md b/data/jurisdictions/us/states/fl/counties/collier/index.md
index 4694c6ae97..9915b207a8 100644
--- a/data/jurisdictions/us/states/fl/counties/collier/index.md
+++ b/data/jurisdictions/us/states/fl/counties/collier/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 6207
   hispanic: 112189
   bachelors_plus: 175985
+districts:
+  - to: "us/states/fl/districts/26"
+    rel: in-district
+    area_weight: 0.7237
+  - to: "us/states/fl/districts/19"
+    rel: in-district
+    area_weight: 0.0555
+  - to: "us/states/fl/districts/18"
+    rel: in-district
+    area_weight: 0.0285
+  - to: "us/states/fl/districts/senate/28"
+    rel: in-district
+    area_weight: 0.8073
+  - to: "us/states/fl/districts/house/82"
+    rel: in-district
+    area_weight: 0.7274
+  - to: "us/states/fl/districts/house/81"
+    rel: in-district
+    area_weight: 0.0668
+  - to: "us/states/fl/districts/house/80"
+    rel: in-district
+    area_weight: 0.0131
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 43 officeholders mapped.
 | Hispanic/Latino | 112189 |
 | Bachelor's or higher | 175985 |
 
+## Districts
+
+- [FL-26](/us/states/fl/districts/26.md) — 72% (congressional)
+- [FL-19](/us/states/fl/districts/19.md) — 6% (congressional)
+- [FL-18](/us/states/fl/districts/18.md) — 3% (congressional)
+- [FL Senate District 28](/us/states/fl/districts/senate/28.md) — 81% (state senate)
+- [FL House District 82](/us/states/fl/districts/house/82.md) — 73% (state house)
+- [FL House District 81](/us/states/fl/districts/house/81.md) — 7% (state house)
+- [FL House District 80](/us/states/fl/districts/house/80.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/columbia/index.md b/data/jurisdictions/us/states/fl/counties/columbia/index.md
index 39730e0b4e..26a07b9674 100644
--- a/data/jurisdictions/us/states/fl/counties/columbia/index.md
+++ b/data/jurisdictions/us/states/fl/counties/columbia/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 121
   hispanic: 5663
   bachelors_plus: 11114
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/fl/districts/house/10"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 26 officeholders mapped.
 | Hispanic/Latino | 5663 |
 | Bachelor's or higher | 11114 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 100% (congressional)
+- [FL Senate District 6](/us/states/fl/districts/senate/6.md) — 100% (state senate)
+- [FL House District 10](/us/states/fl/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/desoto/index.md b/data/jurisdictions/us/states/fl/counties/desoto/index.md
index 0b8160ff97..e8ce011b6e 100644
--- a/data/jurisdictions/us/states/fl/counties/desoto/index.md
+++ b/data/jurisdictions/us/states/fl/counties/desoto/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 157
   hispanic: 10635
   bachelors_plus: 3688
+districts:
+  - to: "us/states/fl/districts/18"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/fl/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/fl/districts/house/76"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 22 officeholders mapped.
 | Hispanic/Latino | 10635 |
 | Bachelor's or higher | 3688 |
 
+## Districts
+
+- [FL-18](/us/states/fl/districts/18.md) — 100% (congressional)
+- [FL Senate District 27](/us/states/fl/districts/senate/27.md) — 100% (state senate)
+- [FL House District 76](/us/states/fl/districts/house/76.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/dixie/index.md b/data/jurisdictions/us/states/fl/counties/dixie/index.md
index 14a09664f7..07871e4d70 100644
--- a/data/jurisdictions/us/states/fl/counties/dixie/index.md
+++ b/data/jurisdictions/us/states/fl/counties/dixie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 81
   hispanic: 786
   bachelors_plus: 1770
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 0.6903
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 0.6891
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.6891
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 26 officeholders mapped.
 | Hispanic/Latino | 786 |
 | Bachelor's or higher | 1770 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 69% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 69% (state senate)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 69% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/duval/index.md b/data/jurisdictions/us/states/fl/counties/duval/index.md
index 28972c03e2..ffef3e5f5c 100644
--- a/data/jurisdictions/us/states/fl/counties/duval/index.md
+++ b/data/jurisdictions/us/states/fl/counties/duval/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 2253
   hispanic: 126467
   bachelors_plus: 322765
+districts:
+  - to: "us/states/fl/districts/04"
+    rel: in-district
+    area_weight: 0.6317
+  - to: "us/states/fl/districts/05"
+    rel: in-district
+    area_weight: 0.2935
+  - to: "us/states/fl/districts/senate/4"
+    rel: in-district
+    area_weight: 0.6525
+  - to: "us/states/fl/districts/senate/5"
+    rel: in-district
+    area_weight: 0.27
+  - to: "us/states/fl/districts/house/15"
+    rel: in-district
+    area_weight: 0.4028
+  - to: "us/states/fl/districts/house/17"
+    rel: in-district
+    area_weight: 0.1296
+  - to: "us/states/fl/districts/house/12"
+    rel: in-district
+    area_weight: 0.1109
+  - to: "us/states/fl/districts/house/13"
+    rel: in-district
+    area_weight: 0.105
+  - to: "us/states/fl/districts/house/14"
+    rel: in-district
+    area_weight: 0.0888
+  - to: "us/states/fl/districts/house/16"
+    rel: in-district
+    area_weight: 0.0855
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 96 officeholders mapped.
 | Hispanic/Latino | 126467 |
 | Bachelor's or higher | 322765 |
 
+## Districts
+
+- [FL-04](/us/states/fl/districts/04.md) — 63% (congressional)
+- [FL-05](/us/states/fl/districts/05.md) — 29% (congressional)
+- [FL Senate District 4](/us/states/fl/districts/senate/4.md) — 65% (state senate)
+- [FL Senate District 5](/us/states/fl/districts/senate/5.md) — 27% (state senate)
+- [FL House District 15](/us/states/fl/districts/house/15.md) — 40% (state house)
+- [FL House District 17](/us/states/fl/districts/house/17.md) — 13% (state house)
+- [FL House District 12](/us/states/fl/districts/house/12.md) — 11% (state house)
+- [FL House District 13](/us/states/fl/districts/house/13.md) — 10% (state house)
+- [FL House District 14](/us/states/fl/districts/house/14.md) — 9% (state house)
+- [FL House District 16](/us/states/fl/districts/house/16.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/escambia/index.md b/data/jurisdictions/us/states/fl/counties/escambia/index.md
index eb96c52099..8f9b7c8f5e 100644
--- a/data/jurisdictions/us/states/fl/counties/escambia/index.md
+++ b/data/jurisdictions/us/states/fl/counties/escambia/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1254
   hispanic: 22701
   bachelors_plus: 89904
+districts:
+  - to: "us/states/fl/districts/01"
+    rel: in-district
+    area_weight: 0.6626
+  - to: "us/states/fl/districts/senate/1"
+    rel: in-district
+    area_weight: 0.6625
+  - to: "us/states/fl/districts/house/1"
+    rel: in-district
+    area_weight: 0.5055
+  - to: "us/states/fl/districts/house/2"
+    rel: in-district
+    area_weight: 0.1569
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 30 officeholders mapped.
 | Hispanic/Latino | 22701 |
 | Bachelor's or higher | 89904 |
 
+## Districts
+
+- [FL-01](/us/states/fl/districts/01.md) — 66% (congressional)
+- [FL Senate District 1](/us/states/fl/districts/senate/1.md) — 66% (state senate)
+- [FL House District 1](/us/states/fl/districts/house/1.md) — 51% (state house)
+- [FL House District 2](/us/states/fl/districts/house/2.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/flagler/index.md b/data/jurisdictions/us/states/fl/counties/flagler/index.md
index a4b5f4bc5e..986c4518d9 100644
--- a/data/jurisdictions/us/states/fl/counties/flagler/index.md
+++ b/data/jurisdictions/us/states/fl/counties/flagler/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 52
   hispanic: 14719
   bachelors_plus: 41570
+districts:
+  - to: "us/states/fl/districts/06"
+    rel: in-district
+    area_weight: 0.8892
+  - to: "us/states/fl/districts/senate/7"
+    rel: in-district
+    area_weight: 0.8892
+  - to: "us/states/fl/districts/house/19"
+    rel: in-district
+    area_weight: 0.8889
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 39 officeholders mapped.
 | Hispanic/Latino | 14719 |
 | Bachelor's or higher | 41570 |
 
+## Districts
+
+- [FL-06](/us/states/fl/districts/06.md) — 89% (congressional)
+- [FL Senate District 7](/us/states/fl/districts/senate/7.md) — 89% (state senate)
+- [FL House District 19](/us/states/fl/districts/house/19.md) — 89% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/franklin/index.md b/data/jurisdictions/us/states/fl/counties/franklin/index.md
index 24c382120a..1aabf17f00 100644
--- a/data/jurisdictions/us/states/fl/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/fl/counties/franklin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 707
   bachelors_plus: 4007
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.4345
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 0.3991
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.3991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 26 officeholders mapped.
 | Hispanic/Latino | 707 |
 | Bachelor's or higher | 4007 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 43% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 40% (state senate)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/gadsden/index.md b/data/jurisdictions/us/states/fl/counties/gadsden/index.md
index 50db3657a6..478b56602d 100644
--- a/data/jurisdictions/us/states/fl/counties/gadsden/index.md
+++ b/data/jurisdictions/us/states/fl/counties/gadsden/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 704
   hispanic: 5449
   bachelors_plus: 8683
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/fl/districts/house/8"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 51 officeholders mapped.
 | Hispanic/Latino | 5449 |
 | Bachelor's or higher | 8683 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 100% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 100% (state senate)
+- [FL House District 8](/us/states/fl/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/gilchrist/index.md b/data/jurisdictions/us/states/fl/counties/gilchrist/index.md
index f72f85d669..4b3dc559a3 100644
--- a/data/jurisdictions/us/states/fl/counties/gilchrist/index.md
+++ b/data/jurisdictions/us/states/fl/counties/gilchrist/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 96
   hispanic: 1529
   bachelors_plus: 2843
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/fl/districts/house/22"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 25 officeholders mapped.
 | Hispanic/Latino | 1529 |
 | Bachelor's or higher | 2843 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 100% (congressional)
+- [FL Senate District 6](/us/states/fl/districts/senate/6.md) — 100% (state senate)
+- [FL House District 22](/us/states/fl/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/glades/index.md b/data/jurisdictions/us/states/fl/counties/glades/index.md
index 2f84cee28a..bc0e807a69 100644
--- a/data/jurisdictions/us/states/fl/counties/glades/index.md
+++ b/data/jurisdictions/us/states/fl/counties/glades/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 459
   hispanic: 3225
   bachelors_plus: 1593
+districts:
+  - to: "us/states/fl/districts/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/fl/districts/senate/29"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/house/83"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 21 officeholders mapped.
 | Hispanic/Latino | 3225 |
 | Bachelor's or higher | 1593 |
 
+## Districts
+
+- [FL-18](/us/states/fl/districts/18.md) — 100% (congressional)
+- [FL Senate District 29](/us/states/fl/districts/senate/29.md) — 100% (state senate)
+- [FL House District 83](/us/states/fl/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/gulf/index.md b/data/jurisdictions/us/states/fl/counties/gulf/index.md
index 1489a78035..2a04c1e8ca 100644
--- a/data/jurisdictions/us/states/fl/counties/gulf/index.md
+++ b/data/jurisdictions/us/states/fl/counties/gulf/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 100
   hispanic: 737
   bachelors_plus: 3947
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.7304
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 0.7154
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.7154
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 25 officeholders mapped.
 | Hispanic/Latino | 737 |
 | Bachelor's or higher | 3947 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 73% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 72% (state senate)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 72% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/hamilton/index.md b/data/jurisdictions/us/states/fl/counties/hamilton/index.md
index d6d17667c8..434431a9de 100644
--- a/data/jurisdictions/us/states/fl/counties/hamilton/index.md
+++ b/data/jurisdictions/us/states/fl/counties/hamilton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 216
   hispanic: 1564
   bachelors_plus: 1444
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 32 officeholders mapped.
 | Hispanic/Latino | 1564 |
 | Bachelor's or higher | 1444 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 100% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 100% (state senate)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/hardee/index.md b/data/jurisdictions/us/states/fl/counties/hardee/index.md
index 2eb174f725..e9c7ad05de 100644
--- a/data/jurisdictions/us/states/fl/counties/hardee/index.md
+++ b/data/jurisdictions/us/states/fl/counties/hardee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 792
   hispanic: 10867
   bachelors_plus: 2773
+districts:
+  - to: "us/states/fl/districts/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/fl/districts/house/83"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 31 officeholders mapped.
 | Hispanic/Latino | 10867 |
 | Bachelor's or higher | 2773 |
 
+## Districts
+
+- [FL-18](/us/states/fl/districts/18.md) — 100% (congressional)
+- [FL Senate District 27](/us/states/fl/districts/senate/27.md) — 100% (state senate)
+- [FL House District 83](/us/states/fl/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/hendry/index.md b/data/jurisdictions/us/states/fl/counties/hendry/index.md
index 300d96b9b7..c364afdaab 100644
--- a/data/jurisdictions/us/states/fl/counties/hendry/index.md
+++ b/data/jurisdictions/us/states/fl/counties/hendry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1290
   hispanic: 24422
   bachelors_plus: 4342
+districts:
+  - to: "us/states/fl/districts/18"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/fl/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/house/82"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 28 officeholders mapped.
 | Hispanic/Latino | 24422 |
 | Bachelor's or higher | 4342 |
 
+## Districts
+
+- [FL-18](/us/states/fl/districts/18.md) — 100% (congressional)
+- [FL Senate District 28](/us/states/fl/districts/senate/28.md) — 100% (state senate)
+- [FL House District 82](/us/states/fl/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/hernando/index.md b/data/jurisdictions/us/states/fl/counties/hernando/index.md
index cb3084acb9..f9a77223ad 100644
--- a/data/jurisdictions/us/states/fl/counties/hernando/index.md
+++ b/data/jurisdictions/us/states/fl/counties/hernando/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 611
   hispanic: 35111
   bachelors_plus: 43458
+districts:
+  - to: "us/states/fl/districts/12"
+    rel: in-district
+    area_weight: 0.6982
+  - to: "us/states/fl/districts/senate/11"
+    rel: in-district
+    area_weight: 0.6939
+  - to: "us/states/fl/districts/house/52"
+    rel: in-district
+    area_weight: 0.4212
+  - to: "us/states/fl/districts/house/53"
+    rel: in-district
+    area_weight: 0.2726
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 23 officeholders mapped.
 | Hispanic/Latino | 35111 |
 | Bachelor's or higher | 43458 |
 
+## Districts
+
+- [FL-12](/us/states/fl/districts/12.md) — 70% (congressional)
+- [FL Senate District 11](/us/states/fl/districts/senate/11.md) — 69% (state senate)
+- [FL House District 52](/us/states/fl/districts/house/52.md) — 42% (state house)
+- [FL House District 53](/us/states/fl/districts/house/53.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/highlands/index.md b/data/jurisdictions/us/states/fl/counties/highlands/index.md
index 3944f4f4ac..edffd8ebd3 100644
--- a/data/jurisdictions/us/states/fl/counties/highlands/index.md
+++ b/data/jurisdictions/us/states/fl/counties/highlands/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 751
   hispanic: 23465
   bachelors_plus: 22957
+districts:
+  - to: "us/states/fl/districts/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/fl/districts/house/83"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 31 officeholders mapped.
 | Hispanic/Latino | 23465 |
 | Bachelor's or higher | 22957 |
 
+## Districts
+
+- [FL-18](/us/states/fl/districts/18.md) — 100% (congressional)
+- [FL Senate District 29](/us/states/fl/districts/senate/29.md) — 100% (state senate)
+- [FL House District 83](/us/states/fl/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/hillsborough/index.md b/data/jurisdictions/us/states/fl/counties/hillsborough/index.md
index b21b79dcf0..6b5b2b7494 100644
--- a/data/jurisdictions/us/states/fl/counties/hillsborough/index.md
+++ b/data/jurisdictions/us/states/fl/counties/hillsborough/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 6347
   hispanic: 462209
   bachelors_plus: 555647
+districts:
+  - to: "us/states/fl/districts/16"
+    rel: in-district
+    area_weight: 0.322
+  - to: "us/states/fl/districts/15"
+    rel: in-district
+    area_weight: 0.3053
+  - to: "us/states/fl/districts/14"
+    rel: in-district
+    area_weight: 0.1866
+  - to: "us/states/fl/districts/senate/20"
+    rel: in-district
+    area_weight: 0.2712
+  - to: "us/states/fl/districts/senate/23"
+    rel: in-district
+    area_weight: 0.2274
+  - to: "us/states/fl/districts/senate/14"
+    rel: in-district
+    area_weight: 0.1705
+  - to: "us/states/fl/districts/senate/16"
+    rel: in-district
+    area_weight: 0.1457
+  - to: "us/states/fl/districts/house/69"
+    rel: in-district
+    area_weight: 0.1995
+  - to: "us/states/fl/districts/house/68"
+    rel: in-district
+    area_weight: 0.1918
+  - to: "us/states/fl/districts/house/70"
+    rel: in-district
+    area_weight: 0.0901
+  - to: "us/states/fl/districts/house/67"
+    rel: in-district
+    area_weight: 0.0899
+  - to: "us/states/fl/districts/house/66"
+    rel: in-district
+    area_weight: 0.0845
+  - to: "us/states/fl/districts/house/62"
+    rel: in-district
+    area_weight: 0.0506
+  - to: "us/states/fl/districts/house/65"
+    rel: in-district
+    area_weight: 0.0399
+  - to: "us/states/fl/districts/house/63"
+    rel: in-district
+    area_weight: 0.0344
+  - to: "us/states/fl/districts/house/64"
+    rel: in-district
+    area_weight: 0.0336
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 43 officeholders mapped.
 | Hispanic/Latino | 462209 |
 | Bachelor's or higher | 555647 |
 
+## Districts
+
+- [FL-16](/us/states/fl/districts/16.md) — 32% (congressional)
+- [FL-15](/us/states/fl/districts/15.md) — 31% (congressional)
+- [FL-14](/us/states/fl/districts/14.md) — 19% (congressional)
+- [FL Senate District 20](/us/states/fl/districts/senate/20.md) — 27% (state senate)
+- [FL Senate District 23](/us/states/fl/districts/senate/23.md) — 23% (state senate)
+- [FL Senate District 14](/us/states/fl/districts/senate/14.md) — 17% (state senate)
+- [FL Senate District 16](/us/states/fl/districts/senate/16.md) — 15% (state senate)
+- [FL House District 69](/us/states/fl/districts/house/69.md) — 20% (state house)
+- [FL House District 68](/us/states/fl/districts/house/68.md) — 19% (state house)
+- [FL House District 70](/us/states/fl/districts/house/70.md) — 9% (state house)
+- [FL House District 67](/us/states/fl/districts/house/67.md) — 9% (state house)
+- [FL House District 66](/us/states/fl/districts/house/66.md) — 8% (state house)
+- [FL House District 62](/us/states/fl/districts/house/62.md) — 5% (state house)
+- [FL House District 65](/us/states/fl/districts/house/65.md) — 4% (state house)
+- [FL House District 63](/us/states/fl/districts/house/63.md) — 3% (state house)
+- [FL House District 64](/us/states/fl/districts/house/64.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/holmes/index.md b/data/jurisdictions/us/states/fl/counties/holmes/index.md
index 71eda08eba..aaa1d633e6 100644
--- a/data/jurisdictions/us/states/fl/counties/holmes/index.md
+++ b/data/jurisdictions/us/states/fl/counties/holmes/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 72
   hispanic: 716
   bachelors_plus: 2280
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/fl/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/fl/districts/house/5"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 39 officeholders mapped.
 | Hispanic/Latino | 716 |
 | Bachelor's or higher | 2280 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 100% (congressional)
+- [FL Senate District 2](/us/states/fl/districts/senate/2.md) — 100% (state senate)
+- [FL House District 5](/us/states/fl/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/indian-river/index.md b/data/jurisdictions/us/states/fl/counties/indian-river/index.md
index 4110810784..9e174a6831 100644
--- a/data/jurisdictions/us/states/fl/counties/indian-river/index.md
+++ b/data/jurisdictions/us/states/fl/counties/indian-river/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 669
   hispanic: 23133
   bachelors_plus: 62984
+districts:
+  - to: "us/states/fl/districts/08"
+    rel: in-district
+    area_weight: 0.8728
+  - to: "us/states/fl/districts/senate/29"
+    rel: in-district
+    area_weight: 0.8746
+  - to: "us/states/fl/districts/house/34"
+    rel: in-district
+    area_weight: 0.8746
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 38 officeholders mapped.
 | Hispanic/Latino | 23133 |
 | Bachelor's or higher | 62984 |
 
+## Districts
+
+- [FL-08](/us/states/fl/districts/08.md) — 87% (congressional)
+- [FL Senate District 29](/us/states/fl/districts/senate/29.md) — 87% (state senate)
+- [FL House District 34](/us/states/fl/districts/house/34.md) — 87% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/jackson/index.md b/data/jurisdictions/us/states/fl/counties/jackson/index.md
index 1ad76baafc..c06207e526 100644
--- a/data/jurisdictions/us/states/fl/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/fl/counties/jackson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 148
   hispanic: 2598
   bachelors_plus: 7501
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/fl/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/fl/districts/house/5"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 66 officeholders mapped.
 | Hispanic/Latino | 2598 |
 | Bachelor's or higher | 7501 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 100% (congressional)
+- [FL Senate District 2](/us/states/fl/districts/senate/2.md) — 100% (state senate)
+- [FL House District 5](/us/states/fl/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/jefferson/index.md b/data/jurisdictions/us/states/fl/counties/jefferson/index.md
index 25d20a15ae..1ec833473d 100644
--- a/data/jurisdictions/us/states/fl/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/fl/counties/jefferson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 9
   hispanic: 765
   bachelors_plus: 3003
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.9105
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9113
+  - to: "us/states/fl/districts/house/9"
+    rel: in-district
+    area_weight: 0.5584
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.3528
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 21 officeholders mapped.
 | Hispanic/Latino | 765 |
 | Bachelor's or higher | 3003 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 91% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 91% (state senate)
+- [FL House District 9](/us/states/fl/districts/house/9.md) — 56% (state house)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/lafayette/index.md b/data/jurisdictions/us/states/fl/counties/lafayette/index.md
index a4d9a9a5e4..d922e910f2 100644
--- a/data/jurisdictions/us/states/fl/counties/lafayette/index.md
+++ b/data/jurisdictions/us/states/fl/counties/lafayette/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 24
   hispanic: 1042
   bachelors_plus: 816
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 0.9208
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.0792
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 21 officeholders mapped.
 | Hispanic/Latino | 1042 |
 | Bachelor's or higher | 816 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 92% (congressional)
+- [FL-02](/us/states/fl/districts/02.md) — 8% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 100% (state senate)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/lake/index.md b/data/jurisdictions/us/states/fl/counties/lake/index.md
index ad96247707..e291ad84a4 100644
--- a/data/jurisdictions/us/states/fl/counties/lake/index.md
+++ b/data/jurisdictions/us/states/fl/counties/lake/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 641
   hispanic: 77473
   bachelors_plus: 115847
+districts:
+  - to: "us/states/fl/districts/11"
+    rel: in-district
+    area_weight: 0.5673
+  - to: "us/states/fl/districts/06"
+    rel: in-district
+    area_weight: 0.4323
+  - to: "us/states/fl/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/fl/districts/house/25"
+    rel: in-district
+    area_weight: 0.4287
+  - to: "us/states/fl/districts/house/27"
+    rel: in-district
+    area_weight: 0.3053
+  - to: "us/states/fl/districts/house/26"
+    rel: in-district
+    area_weight: 0.2657
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 84 officeholders mapped.
 | Hispanic/Latino | 77473 |
 | Bachelor's or higher | 115847 |
 
+## Districts
+
+- [FL-11](/us/states/fl/districts/11.md) — 57% (congressional)
+- [FL-06](/us/states/fl/districts/06.md) — 43% (congressional)
+- [FL Senate District 13](/us/states/fl/districts/senate/13.md) — 100% (state senate)
+- [FL House District 25](/us/states/fl/districts/house/25.md) — 43% (state house)
+- [FL House District 27](/us/states/fl/districts/house/27.md) — 31% (state house)
+- [FL House District 26](/us/states/fl/districts/house/26.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/lee/index.md b/data/jurisdictions/us/states/fl/counties/lee/index.md
index 97916a9077..b6ffefb85e 100644
--- a/data/jurisdictions/us/states/fl/counties/lee/index.md
+++ b/data/jurisdictions/us/states/fl/counties/lee/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 5333
   hispanic: 202269
   bachelors_plus: 268359
+districts:
+  - to: "us/states/fl/districts/19"
+    rel: in-district
+    area_weight: 0.4443
+  - to: "us/states/fl/districts/17"
+    rel: in-district
+    area_weight: 0.1493
+  - to: "us/states/fl/districts/senate/33"
+    rel: in-district
+    area_weight: 0.3056
+  - to: "us/states/fl/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1531
+  - to: "us/states/fl/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1263
+  - to: "us/states/fl/districts/house/77"
+    rel: in-district
+    area_weight: 0.1849
+  - to: "us/states/fl/districts/house/80"
+    rel: in-district
+    area_weight: 0.1577
+  - to: "us/states/fl/districts/house/76"
+    rel: in-district
+    area_weight: 0.0943
+  - to: "us/states/fl/districts/house/79"
+    rel: in-district
+    area_weight: 0.0802
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 51 officeholders mapped.
 | Hispanic/Latino | 202269 |
 | Bachelor's or higher | 268359 |
 
+## Districts
+
+- [FL-19](/us/states/fl/districts/19.md) — 44% (congressional)
+- [FL-17](/us/states/fl/districts/17.md) — 15% (congressional)
+- [FL Senate District 33](/us/states/fl/districts/senate/33.md) — 31% (state senate)
+- [FL Senate District 28](/us/states/fl/districts/senate/28.md) — 15% (state senate)
+- [FL Senate District 27](/us/states/fl/districts/senate/27.md) — 13% (state senate)
+- [FL House District 77](/us/states/fl/districts/house/77.md) — 18% (state house)
+- [FL House District 80](/us/states/fl/districts/house/80.md) — 16% (state house)
+- [FL House District 76](/us/states/fl/districts/house/76.md) — 9% (state house)
+- [FL House District 79](/us/states/fl/districts/house/79.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/leon/index.md b/data/jurisdictions/us/states/fl/counties/leon/index.md
index 9d3697304f..6a86bf8e49 100644
--- a/data/jurisdictions/us/states/fl/counties/leon/index.md
+++ b/data/jurisdictions/us/states/fl/counties/leon/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 396
   hispanic: 24307
   bachelors_plus: 125333
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/house/9"
+    rel: in-district
+    area_weight: 0.5084
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.3351
+  - to: "us/states/fl/districts/house/8"
+    rel: in-district
+    area_weight: 0.1565
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 27 officeholders mapped.
 | Hispanic/Latino | 24307 |
 | Bachelor's or higher | 125333 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 100% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 100% (state senate)
+- [FL House District 9](/us/states/fl/districts/house/9.md) — 51% (state house)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 34% (state house)
+- [FL House District 8](/us/states/fl/districts/house/8.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/levy/index.md b/data/jurisdictions/us/states/fl/counties/levy/index.md
index 0c5e5fb1a8..fdf3ab7b46 100644
--- a/data/jurisdictions/us/states/fl/counties/levy/index.md
+++ b/data/jurisdictions/us/states/fl/counties/levy/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 99
   hispanic: 4706
   bachelors_plus: 7257
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 0.7242
+  - to: "us/states/fl/districts/senate/9"
+    rel: in-district
+    area_weight: 0.7272
+  - to: "us/states/fl/districts/house/22"
+    rel: in-district
+    area_weight: 0.7272
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 54 officeholders mapped.
 | Hispanic/Latino | 4706 |
 | Bachelor's or higher | 7257 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 72% (congressional)
+- [FL Senate District 9](/us/states/fl/districts/senate/9.md) — 73% (state senate)
+- [FL House District 22](/us/states/fl/districts/house/22.md) — 73% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/liberty/index.md b/data/jurisdictions/us/states/fl/counties/liberty/index.md
index 457456a073..3a3dce2e84 100644
--- a/data/jurisdictions/us/states/fl/counties/liberty/index.md
+++ b/data/jurisdictions/us/states/fl/counties/liberty/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 37
   hispanic: 489
   bachelors_plus: 1335
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 24 officeholders mapped.
 | Hispanic/Latino | 489 |
 | Bachelor's or higher | 1335 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 100% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 100% (state senate)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/madison/index.md b/data/jurisdictions/us/states/fl/counties/madison/index.md
index 2ba3f0e253..6020b3d00b 100644
--- a/data/jurisdictions/us/states/fl/counties/madison/index.md
+++ b/data/jurisdictions/us/states/fl/counties/madison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 40
   hispanic: 1051
   bachelors_plus: 2578
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/house/9"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 36 officeholders mapped.
 | Hispanic/Latino | 1051 |
 | Bachelor's or higher | 2578 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 100% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 100% (state senate)
+- [FL House District 9](/us/states/fl/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/manatee/index.md b/data/jurisdictions/us/states/fl/counties/manatee/index.md
index 9598602eed..f1cae9ab0a 100644
--- a/data/jurisdictions/us/states/fl/counties/manatee/index.md
+++ b/data/jurisdictions/us/states/fl/counties/manatee/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 2629
   hispanic: 78657
   bachelors_plus: 159653
+districts:
+  - to: "us/states/fl/districts/16"
+    rel: in-district
+    area_weight: 0.8261
+  - to: "us/states/fl/districts/senate/20"
+    rel: in-district
+    area_weight: 0.6521
+  - to: "us/states/fl/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1731
+  - to: "us/states/fl/districts/house/72"
+    rel: in-district
+    area_weight: 0.6351
+  - to: "us/states/fl/districts/house/71"
+    rel: in-district
+    area_weight: 0.1151
+  - to: "us/states/fl/districts/house/70"
+    rel: in-district
+    area_weight: 0.0749
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 43 officeholders mapped.
 | Hispanic/Latino | 78657 |
 | Bachelor's or higher | 159653 |
 
+## Districts
+
+- [FL-16](/us/states/fl/districts/16.md) — 83% (congressional)
+- [FL Senate District 20](/us/states/fl/districts/senate/20.md) — 65% (state senate)
+- [FL Senate District 22](/us/states/fl/districts/senate/22.md) — 17% (state senate)
+- [FL House District 72](/us/states/fl/districts/house/72.md) — 64% (state house)
+- [FL House District 71](/us/states/fl/districts/house/71.md) — 12% (state house)
+- [FL House District 70](/us/states/fl/districts/house/70.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/marion/index.md b/data/jurisdictions/us/states/fl/counties/marion/index.md
index 1ad00e3c4d..cf4422483d 100644
--- a/data/jurisdictions/us/states/fl/counties/marion/index.md
+++ b/data/jurisdictions/us/states/fl/counties/marion/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1143
   hispanic: 68129
   bachelors_plus: 95072
+districts:
+  - to: "us/states/fl/districts/06"
+    rel: in-district
+    area_weight: 0.6049
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 0.3948
+  - to: "us/states/fl/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/fl/districts/house/20"
+    rel: in-district
+    area_weight: 0.2763
+  - to: "us/states/fl/districts/house/27"
+    rel: in-district
+    area_weight: 0.2606
+  - to: "us/states/fl/districts/house/24"
+    rel: in-district
+    area_weight: 0.1952
+  - to: "us/states/fl/districts/house/21"
+    rel: in-district
+    area_weight: 0.1655
+  - to: "us/states/fl/districts/house/23"
+    rel: in-district
+    area_weight: 0.1023
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 42 officeholders mapped.
 | Hispanic/Latino | 68129 |
 | Bachelor's or higher | 95072 |
 
+## Districts
+
+- [FL-06](/us/states/fl/districts/06.md) — 60% (congressional)
+- [FL-03](/us/states/fl/districts/03.md) — 39% (congressional)
+- [FL Senate District 9](/us/states/fl/districts/senate/9.md) — 100% (state senate)
+- [FL House District 20](/us/states/fl/districts/house/20.md) — 28% (state house)
+- [FL House District 27](/us/states/fl/districts/house/27.md) — 26% (state house)
+- [FL House District 24](/us/states/fl/districts/house/24.md) — 20% (state house)
+- [FL House District 21](/us/states/fl/districts/house/21.md) — 17% (state house)
+- [FL House District 23](/us/states/fl/districts/house/23.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/martin/index.md b/data/jurisdictions/us/states/fl/counties/martin/index.md
index c7122f2b8e..95c099cc70 100644
--- a/data/jurisdictions/us/states/fl/counties/martin/index.md
+++ b/data/jurisdictions/us/states/fl/counties/martin/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 616
   hispanic: 25843
   bachelors_plus: 63520
+districts:
+  - to: "us/states/fl/districts/21"
+    rel: in-district
+    area_weight: 0.8997
+  - to: "us/states/fl/districts/senate/31"
+    rel: in-district
+    area_weight: 0.8994
+  - to: "us/states/fl/districts/house/86"
+    rel: in-district
+    area_weight: 0.8302
+  - to: "us/states/fl/districts/house/85"
+    rel: in-district
+    area_weight: 0.0692
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 38 officeholders mapped.
 | Hispanic/Latino | 25843 |
 | Bachelor's or higher | 63520 |
 
+## Districts
+
+- [FL-21](/us/states/fl/districts/21.md) — 90% (congressional)
+- [FL Senate District 31](/us/states/fl/districts/senate/31.md) — 90% (state senate)
+- [FL House District 86](/us/states/fl/districts/house/86.md) — 83% (state house)
+- [FL House District 85](/us/states/fl/districts/house/85.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/miami-dade/index.md b/data/jurisdictions/us/states/fl/counties/miami-dade/index.md
index e82c3da182..743ba2a8de 100644
--- a/data/jurisdictions/us/states/fl/counties/miami-dade/index.md
+++ b/data/jurisdictions/us/states/fl/counties/miami-dade/index.md
@@ -22,9 +22,81 @@ demographics:
   race_native: 6935
   hispanic: 1898211
   bachelors_plus: 935072
+districts:
+  - to: "us/states/fl/districts/28"
+    rel: in-district
+    area_weight: 0.5266
+  - to: "us/states/fl/districts/26"
+    rel: in-district
+    area_weight: 0.2166
+  - to: "us/states/fl/districts/27"
+    rel: in-district
+    area_weight: 0.0558
+  - to: "us/states/fl/districts/24"
+    rel: in-district
+    area_weight: 0.0474
+  - to: "us/states/fl/districts/senate/40"
+    rel: in-district
+    area_weight: 0.6403
+  - to: "us/states/fl/districts/senate/39"
+    rel: in-district
+    area_weight: 0.0711
+  - to: "us/states/fl/districts/senate/38"
+    rel: in-district
+    area_weight: 0.0671
+  - to: "us/states/fl/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0384
+  - to: "us/states/fl/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0241
+  - to: "us/states/fl/districts/house/120"
+    rel: in-district
+    area_weight: 0.6228
+  - to: "us/states/fl/districts/house/111"
+    rel: in-district
+    area_weight: 0.0482
+  - to: "us/states/fl/districts/house/115"
+    rel: in-district
+    area_weight: 0.0211
+  - to: "us/states/fl/districts/house/119"
+    rel: in-district
+    area_weight: 0.0205
+  - to: "us/states/fl/districts/house/118"
+    rel: in-district
+    area_weight: 0.0151
+  - to: "us/states/fl/districts/house/117"
+    rel: in-district
+    area_weight: 0.013
+  - to: "us/states/fl/districts/house/106"
+    rel: in-district
+    area_weight: 0.0128
+  - to: "us/states/fl/districts/house/114"
+    rel: in-district
+    area_weight: 0.0126
+  - to: "us/states/fl/districts/house/108"
+    rel: in-district
+    area_weight: 0.0118
+  - to: "us/states/fl/districts/house/112"
+    rel: in-district
+    area_weight: 0.0118
+  - to: "us/states/fl/districts/house/107"
+    rel: in-district
+    area_weight: 0.0116
+  - to: "us/states/fl/districts/house/109"
+    rel: in-district
+    area_weight: 0.0111
+  - to: "us/states/fl/districts/house/116"
+    rel: in-district
+    area_weight: 0.0099
+  - to: "us/states/fl/districts/house/110"
+    rel: in-district
+    area_weight: 0.0095
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +128,33 @@ County jurisdiction — 223 officeholders mapped.
 | Hispanic/Latino | 1898211 |
 | Bachelor's or higher | 935072 |
 
+## Districts
+
+- [FL-28](/us/states/fl/districts/28.md) — 53% (congressional)
+- [FL-26](/us/states/fl/districts/26.md) — 22% (congressional)
+- [FL-27](/us/states/fl/districts/27.md) — 6% (congressional)
+- [FL-24](/us/states/fl/districts/24.md) — 5% (congressional)
+- [FL Senate District 40](/us/states/fl/districts/senate/40.md) — 64% (state senate)
+- [FL Senate District 39](/us/states/fl/districts/senate/39.md) — 7% (state senate)
+- [FL Senate District 38](/us/states/fl/districts/senate/38.md) — 7% (state senate)
+- [FL Senate District 34](/us/states/fl/districts/senate/34.md) — 4% (state senate)
+- [FL Senate District 36](/us/states/fl/districts/senate/36.md) — 2% (state senate)
+- [FL House District 120](/us/states/fl/districts/house/120.md) — 62% (state house)
+- [FL House District 111](/us/states/fl/districts/house/111.md) — 5% (state house)
+- [FL House District 115](/us/states/fl/districts/house/115.md) — 2% (state house)
+- [FL House District 119](/us/states/fl/districts/house/119.md) — 2% (state house)
+- [FL House District 118](/us/states/fl/districts/house/118.md) — 2% (state house)
+- [FL House District 117](/us/states/fl/districts/house/117.md) — 1% (state house)
+- [FL House District 106](/us/states/fl/districts/house/106.md) — 1% (state house)
+- [FL House District 114](/us/states/fl/districts/house/114.md) — 1% (state house)
+- [FL House District 108](/us/states/fl/districts/house/108.md) — 1% (state house)
+- [FL House District 112](/us/states/fl/districts/house/112.md) — 1% (state house)
+- [FL House District 107](/us/states/fl/districts/house/107.md) — 1% (state house)
+- [FL House District 109](/us/states/fl/districts/house/109.md) — 1% (state house)
+- [FL House District 116](/us/states/fl/districts/house/116.md) — 1% (state house)
+- [FL House District 110](/us/states/fl/districts/house/110.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/monroe/index.md b/data/jurisdictions/us/states/fl/counties/monroe/index.md
index 379b13bed8..37e306652c 100644
--- a/data/jurisdictions/us/states/fl/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/fl/counties/monroe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 96
   hispanic: 20132
   bachelors_plus: 34821
+districts:
+  - to: "us/states/fl/districts/28"
+    rel: in-district
+    area_weight: 0.2823
+  - to: "us/states/fl/districts/senate/40"
+    rel: in-district
+    area_weight: 0.2587
+  - to: "us/states/fl/districts/house/120"
+    rel: in-district
+    area_weight: 0.2587
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 40 officeholders mapped.
 | Hispanic/Latino | 20132 |
 | Bachelor's or higher | 34821 |
 
+## Districts
+
+- [FL-28](/us/states/fl/districts/28.md) — 28% (congressional)
+- [FL Senate District 40](/us/states/fl/districts/senate/40.md) — 26% (state senate)
+- [FL House District 120](/us/states/fl/districts/house/120.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/nassau/index.md b/data/jurisdictions/us/states/fl/counties/nassau/index.md
index 5d90086f12..e65dd5dc80 100644
--- a/data/jurisdictions/us/states/fl/counties/nassau/index.md
+++ b/data/jurisdictions/us/states/fl/counties/nassau/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 256
   hispanic: 5570
   bachelors_plus: 35697
+districts:
+  - to: "us/states/fl/districts/04"
+    rel: in-district
+    area_weight: 0.9184
+  - to: "us/states/fl/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9215
+  - to: "us/states/fl/districts/house/15"
+    rel: in-district
+    area_weight: 0.9215
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 35 officeholders mapped.
 | Hispanic/Latino | 5570 |
 | Bachelor's or higher | 35697 |
 
+## Districts
+
+- [FL-04](/us/states/fl/districts/04.md) — 92% (congressional)
+- [FL Senate District 4](/us/states/fl/districts/senate/4.md) — 92% (state senate)
+- [FL House District 15](/us/states/fl/districts/house/15.md) — 92% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/okaloosa/index.md b/data/jurisdictions/us/states/fl/counties/okaloosa/index.md
index 3a1f86c49a..2959d41531 100644
--- a/data/jurisdictions/us/states/fl/counties/okaloosa/index.md
+++ b/data/jurisdictions/us/states/fl/counties/okaloosa/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 691
   hispanic: 24572
   bachelors_plus: 72728
+districts:
+  - to: "us/states/fl/districts/01"
+    rel: in-district
+    area_weight: 0.7996
+  - to: "us/states/fl/districts/senate/2"
+    rel: in-district
+    area_weight: 0.522
+  - to: "us/states/fl/districts/senate/1"
+    rel: in-district
+    area_weight: 0.2766
+  - to: "us/states/fl/districts/house/4"
+    rel: in-district
+    area_weight: 0.4579
+  - to: "us/states/fl/districts/house/3"
+    rel: in-district
+    area_weight: 0.3406
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 68 officeholders mapped.
 | Hispanic/Latino | 24572 |
 | Bachelor's or higher | 72728 |
 
+## Districts
+
+- [FL-01](/us/states/fl/districts/01.md) — 80% (congressional)
+- [FL Senate District 2](/us/states/fl/districts/senate/2.md) — 52% (state senate)
+- [FL Senate District 1](/us/states/fl/districts/senate/1.md) — 28% (state senate)
+- [FL House District 4](/us/states/fl/districts/house/4.md) — 46% (state house)
+- [FL House District 3](/us/states/fl/districts/house/3.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/okeechobee/index.md b/data/jurisdictions/us/states/fl/counties/okeechobee/index.md
index 057f1ca0ef..954982ef78 100644
--- a/data/jurisdictions/us/states/fl/counties/okeechobee/index.md
+++ b/data/jurisdictions/us/states/fl/counties/okeechobee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 142
   hispanic: 10673
   bachelors_plus: 6131
+districts:
+  - to: "us/states/fl/districts/18"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/fl/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/fl/districts/house/83"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 21 officeholders mapped.
 | Hispanic/Latino | 10673 |
 | Bachelor's or higher | 6131 |
 
+## Districts
+
+- [FL-18](/us/states/fl/districts/18.md) — 100% (congressional)
+- [FL Senate District 29](/us/states/fl/districts/senate/29.md) — 100% (state senate)
+- [FL House District 83](/us/states/fl/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/orange/index.md b/data/jurisdictions/us/states/fl/counties/orange/index.md
index 942c54ace2..7db32acfa5 100644
--- a/data/jurisdictions/us/states/fl/counties/orange/index.md
+++ b/data/jurisdictions/us/states/fl/counties/orange/index.md
@@ -22,9 +22,69 @@ demographics:
   race_native: 4450
   hispanic: 497773
   bachelors_plus: 538746
+districts:
+  - to: "us/states/fl/districts/11"
+    rel: in-district
+    area_weight: 0.328
+  - to: "us/states/fl/districts/09"
+    rel: in-district
+    area_weight: 0.2756
+  - to: "us/states/fl/districts/10"
+    rel: in-district
+    area_weight: 0.2715
+  - to: "us/states/fl/districts/08"
+    rel: in-district
+    area_weight: 0.1244
+  - to: "us/states/fl/districts/senate/17"
+    rel: in-district
+    area_weight: 0.487
+  - to: "us/states/fl/districts/senate/15"
+    rel: in-district
+    area_weight: 0.2874
+  - to: "us/states/fl/districts/senate/13"
+    rel: in-district
+    area_weight: 0.1331
+  - to: "us/states/fl/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0715
+  - to: "us/states/fl/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0209
+  - to: "us/states/fl/districts/house/35"
+    rel: in-district
+    area_weight: 0.335
+  - to: "us/states/fl/districts/house/39"
+    rel: in-district
+    area_weight: 0.1759
+  - to: "us/states/fl/districts/house/45"
+    rel: in-district
+    area_weight: 0.1289
+  - to: "us/states/fl/districts/house/44"
+    rel: in-district
+    area_weight: 0.1068
+  - to: "us/states/fl/districts/house/43"
+    rel: in-district
+    area_weight: 0.0682
+  - to: "us/states/fl/districts/house/42"
+    rel: in-district
+    area_weight: 0.0559
+  - to: "us/states/fl/districts/house/40"
+    rel: in-district
+    area_weight: 0.0505
+  - to: "us/states/fl/districts/house/41"
+    rel: in-district
+    area_weight: 0.0399
+  - to: "us/states/fl/districts/house/37"
+    rel: in-district
+    area_weight: 0.0321
+  - to: "us/states/fl/districts/house/47"
+    rel: in-district
+    area_weight: 0.0066
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +116,29 @@ County jurisdiction — 97 officeholders mapped.
 | Hispanic/Latino | 497773 |
 | Bachelor's or higher | 538746 |
 
+## Districts
+
+- [FL-11](/us/states/fl/districts/11.md) — 33% (congressional)
+- [FL-09](/us/states/fl/districts/09.md) — 28% (congressional)
+- [FL-10](/us/states/fl/districts/10.md) — 27% (congressional)
+- [FL-08](/us/states/fl/districts/08.md) — 12% (congressional)
+- [FL Senate District 17](/us/states/fl/districts/senate/17.md) — 49% (state senate)
+- [FL Senate District 15](/us/states/fl/districts/senate/15.md) — 29% (state senate)
+- [FL Senate District 13](/us/states/fl/districts/senate/13.md) — 13% (state senate)
+- [FL Senate District 25](/us/states/fl/districts/senate/25.md) — 7% (state senate)
+- [FL Senate District 10](/us/states/fl/districts/senate/10.md) — 2% (state senate)
+- [FL House District 35](/us/states/fl/districts/house/35.md) — 34% (state house)
+- [FL House District 39](/us/states/fl/districts/house/39.md) — 18% (state house)
+- [FL House District 45](/us/states/fl/districts/house/45.md) — 13% (state house)
+- [FL House District 44](/us/states/fl/districts/house/44.md) — 11% (state house)
+- [FL House District 43](/us/states/fl/districts/house/43.md) — 7% (state house)
+- [FL House District 42](/us/states/fl/districts/house/42.md) — 6% (state house)
+- [FL House District 40](/us/states/fl/districts/house/40.md) — 5% (state house)
+- [FL House District 41](/us/states/fl/districts/house/41.md) — 4% (state house)
+- [FL House District 37](/us/states/fl/districts/house/37.md) — 3% (state house)
+- [FL House District 47](/us/states/fl/districts/house/47.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/osceola/index.md b/data/jurisdictions/us/states/fl/counties/osceola/index.md
index 2686ac002f..ee43d60aef 100644
--- a/data/jurisdictions/us/states/fl/counties/osceola/index.md
+++ b/data/jurisdictions/us/states/fl/counties/osceola/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 2057
   hispanic: 239150
   bachelors_plus: 111320
+districts:
+  - to: "us/states/fl/districts/09"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/fl/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/fl/districts/house/35"
+    rel: in-district
+    area_weight: 0.8084
+  - to: "us/states/fl/districts/house/46"
+    rel: in-district
+    area_weight: 0.0995
+  - to: "us/states/fl/districts/house/47"
+    rel: in-district
+    area_weight: 0.0604
+  - to: "us/states/fl/districts/house/45"
+    rel: in-district
+    area_weight: 0.0315
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 26 officeholders mapped.
 | Hispanic/Latino | 239150 |
 | Bachelor's or higher | 111320 |
 
+## Districts
+
+- [FL-09](/us/states/fl/districts/09.md) — 100% (congressional)
+- [FL Senate District 25](/us/states/fl/districts/senate/25.md) — 100% (state senate)
+- [FL House District 35](/us/states/fl/districts/house/35.md) — 81% (state house)
+- [FL House District 46](/us/states/fl/districts/house/46.md) — 10% (state house)
+- [FL House District 47](/us/states/fl/districts/house/47.md) — 6% (state house)
+- [FL House District 45](/us/states/fl/districts/house/45.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/palm-beach/index.md b/data/jurisdictions/us/states/fl/counties/palm-beach/index.md
index d2befc6703..f358cb857a 100644
--- a/data/jurisdictions/us/states/fl/counties/palm-beach/index.md
+++ b/data/jurisdictions/us/states/fl/counties/palm-beach/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 4132
   hispanic: 374740
   bachelors_plus: 639000
+districts:
+  - to: "us/states/fl/districts/20"
+    rel: in-district
+    area_weight: 0.6323
+  - to: "us/states/fl/districts/21"
+    rel: in-district
+    area_weight: 0.1683
+  - to: "us/states/fl/districts/22"
+    rel: in-district
+    area_weight: 0.1096
+  - to: "us/states/fl/districts/23"
+    rel: in-district
+    area_weight: 0.0242
+  - to: "us/states/fl/districts/senate/26"
+    rel: in-district
+    area_weight: 0.5309
+  - to: "us/states/fl/districts/senate/31"
+    rel: in-district
+    area_weight: 0.3347
+  - to: "us/states/fl/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0553
+  - to: "us/states/fl/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0134
+  - to: "us/states/fl/districts/house/94"
+    rel: in-district
+    area_weight: 0.7536
+  - to: "us/states/fl/districts/house/93"
+    rel: in-district
+    area_weight: 0.0401
+  - to: "us/states/fl/districts/house/92"
+    rel: in-district
+    area_weight: 0.0318
+  - to: "us/states/fl/districts/house/87"
+    rel: in-district
+    area_weight: 0.0274
+  - to: "us/states/fl/districts/house/91"
+    rel: in-district
+    area_weight: 0.0212
+  - to: "us/states/fl/districts/house/88"
+    rel: in-district
+    area_weight: 0.019
+  - to: "us/states/fl/districts/house/90"
+    rel: in-district
+    area_weight: 0.0183
+  - to: "us/states/fl/districts/house/89"
+    rel: in-district
+    area_weight: 0.0131
+  - to: "us/states/fl/districts/house/86"
+    rel: in-district
+    area_weight: 0.0099
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 210 officeholders mapped.
 | Hispanic/Latino | 374740 |
 | Bachelor's or higher | 639000 |
 
+## Districts
+
+- [FL-20](/us/states/fl/districts/20.md) — 63% (congressional)
+- [FL-21](/us/states/fl/districts/21.md) — 17% (congressional)
+- [FL-22](/us/states/fl/districts/22.md) — 11% (congressional)
+- [FL-23](/us/states/fl/districts/23.md) — 2% (congressional)
+- [FL Senate District 26](/us/states/fl/districts/senate/26.md) — 53% (state senate)
+- [FL Senate District 31](/us/states/fl/districts/senate/31.md) — 33% (state senate)
+- [FL Senate District 24](/us/states/fl/districts/senate/24.md) — 6% (state senate)
+- [FL Senate District 30](/us/states/fl/districts/senate/30.md) — 1% (state senate)
+- [FL House District 94](/us/states/fl/districts/house/94.md) — 75% (state house)
+- [FL House District 93](/us/states/fl/districts/house/93.md) — 4% (state house)
+- [FL House District 92](/us/states/fl/districts/house/92.md) — 3% (state house)
+- [FL House District 87](/us/states/fl/districts/house/87.md) — 3% (state house)
+- [FL House District 91](/us/states/fl/districts/house/91.md) — 2% (state house)
+- [FL House District 88](/us/states/fl/districts/house/88.md) — 2% (state house)
+- [FL House District 90](/us/states/fl/districts/house/90.md) — 2% (state house)
+- [FL House District 89](/us/states/fl/districts/house/89.md) — 1% (state house)
+- [FL House District 86](/us/states/fl/districts/house/86.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/pasco/index.md b/data/jurisdictions/us/states/fl/counties/pasco/index.md
index 38770e28b4..96bfd20c8d 100644
--- a/data/jurisdictions/us/states/fl/counties/pasco/index.md
+++ b/data/jurisdictions/us/states/fl/counties/pasco/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 2088
   hispanic: 113819
   bachelors_plus: 176649
+districts:
+  - to: "us/states/fl/districts/12"
+    rel: in-district
+    area_weight: 0.6099
+  - to: "us/states/fl/districts/15"
+    rel: in-district
+    area_weight: 0.1499
+  - to: "us/states/fl/districts/senate/23"
+    rel: in-district
+    area_weight: 0.5445
+  - to: "us/states/fl/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1371
+  - to: "us/states/fl/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0741
+  - to: "us/states/fl/districts/house/54"
+    rel: in-district
+    area_weight: 0.3342
+  - to: "us/states/fl/districts/house/55"
+    rel: in-district
+    area_weight: 0.3045
+  - to: "us/states/fl/districts/house/56"
+    rel: in-district
+    area_weight: 0.0614
+  - to: "us/states/fl/districts/house/53"
+    rel: in-district
+    area_weight: 0.0555
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 47 officeholders mapped.
 | Hispanic/Latino | 113819 |
 | Bachelor's or higher | 176649 |
 
+## Districts
+
+- [FL-12](/us/states/fl/districts/12.md) — 61% (congressional)
+- [FL-15](/us/states/fl/districts/15.md) — 15% (congressional)
+- [FL Senate District 23](/us/states/fl/districts/senate/23.md) — 54% (state senate)
+- [FL Senate District 21](/us/states/fl/districts/senate/21.md) — 14% (state senate)
+- [FL Senate District 11](/us/states/fl/districts/senate/11.md) — 7% (state senate)
+- [FL House District 54](/us/states/fl/districts/house/54.md) — 33% (state house)
+- [FL House District 55](/us/states/fl/districts/house/55.md) — 30% (state house)
+- [FL House District 56](/us/states/fl/districts/house/56.md) — 6% (state house)
+- [FL House District 53](/us/states/fl/districts/house/53.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/pinellas/index.md b/data/jurisdictions/us/states/fl/counties/pinellas/index.md
index 8e06dbdd31..f164cbac26 100644
--- a/data/jurisdictions/us/states/fl/counties/pinellas/index.md
+++ b/data/jurisdictions/us/states/fl/counties/pinellas/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 2454
   hispanic: 108089
   bachelors_plus: 379379
+districts:
+  - to: "us/states/fl/districts/13"
+    rel: in-district
+    area_weight: 0.3238
+  - to: "us/states/fl/districts/14"
+    rel: in-district
+    area_weight: 0.0602
+  - to: "us/states/fl/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1991
+  - to: "us/states/fl/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1481
+  - to: "us/states/fl/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0288
+  - to: "us/states/fl/districts/house/57"
+    rel: in-district
+    area_weight: 0.1062
+  - to: "us/states/fl/districts/house/61"
+    rel: in-district
+    area_weight: 0.0749
+  - to: "us/states/fl/districts/house/60"
+    rel: in-district
+    area_weight: 0.0654
+  - to: "us/states/fl/districts/house/58"
+    rel: in-district
+    area_weight: 0.0559
+  - to: "us/states/fl/districts/house/59"
+    rel: in-district
+    area_weight: 0.0529
+  - to: "us/states/fl/districts/house/62"
+    rel: in-district
+    area_weight: 0.0207
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 152 officeholders mapped.
 | Hispanic/Latino | 108089 |
 | Bachelor's or higher | 379379 |
 
+## Districts
+
+- [FL-13](/us/states/fl/districts/13.md) — 32% (congressional)
+- [FL-14](/us/states/fl/districts/14.md) — 6% (congressional)
+- [FL Senate District 18](/us/states/fl/districts/senate/18.md) — 20% (state senate)
+- [FL Senate District 21](/us/states/fl/districts/senate/21.md) — 15% (state senate)
+- [FL Senate District 16](/us/states/fl/districts/senate/16.md) — 3% (state senate)
+- [FL House District 57](/us/states/fl/districts/house/57.md) — 11% (state house)
+- [FL House District 61](/us/states/fl/districts/house/61.md) — 7% (state house)
+- [FL House District 60](/us/states/fl/districts/house/60.md) — 7% (state house)
+- [FL House District 58](/us/states/fl/districts/house/58.md) — 6% (state house)
+- [FL House District 59](/us/states/fl/districts/house/59.md) — 5% (state house)
+- [FL House District 62](/us/states/fl/districts/house/62.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/polk/index.md b/data/jurisdictions/us/states/fl/counties/polk/index.md
index 4fa9075849..50026bd043 100644
--- a/data/jurisdictions/us/states/fl/counties/polk/index.md
+++ b/data/jurisdictions/us/states/fl/counties/polk/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 3459
   hispanic: 230841
   bachelors_plus: 170511
+districts:
+  - to: "us/states/fl/districts/18"
+    rel: in-district
+    area_weight: 0.774
+  - to: "us/states/fl/districts/11"
+    rel: in-district
+    area_weight: 0.1348
+  - to: "us/states/fl/districts/15"
+    rel: in-district
+    area_weight: 0.0587
+  - to: "us/states/fl/districts/09"
+    rel: in-district
+    area_weight: 0.0324
+  - to: "us/states/fl/districts/senate/27"
+    rel: in-district
+    area_weight: 0.5019
+  - to: "us/states/fl/districts/senate/12"
+    rel: in-district
+    area_weight: 0.4977
+  - to: "us/states/fl/districts/house/48"
+    rel: in-district
+    area_weight: 0.3664
+  - to: "us/states/fl/districts/house/49"
+    rel: in-district
+    area_weight: 0.3172
+  - to: "us/states/fl/districts/house/51"
+    rel: in-district
+    area_weight: 0.2443
+  - to: "us/states/fl/districts/house/50"
+    rel: in-district
+    area_weight: 0.0717
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 108 officeholders mapped.
 | Hispanic/Latino | 230841 |
 | Bachelor's or higher | 170511 |
 
+## Districts
+
+- [FL-18](/us/states/fl/districts/18.md) — 77% (congressional)
+- [FL-11](/us/states/fl/districts/11.md) — 13% (congressional)
+- [FL-15](/us/states/fl/districts/15.md) — 6% (congressional)
+- [FL-09](/us/states/fl/districts/09.md) — 3% (congressional)
+- [FL Senate District 27](/us/states/fl/districts/senate/27.md) — 50% (state senate)
+- [FL Senate District 12](/us/states/fl/districts/senate/12.md) — 50% (state senate)
+- [FL House District 48](/us/states/fl/districts/house/48.md) — 37% (state house)
+- [FL House District 49](/us/states/fl/districts/house/49.md) — 32% (state house)
+- [FL House District 51](/us/states/fl/districts/house/51.md) — 24% (state house)
+- [FL House District 50](/us/states/fl/districts/house/50.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/putnam/index.md b/data/jurisdictions/us/states/fl/counties/putnam/index.md
index 6462121e99..8951cbf747 100644
--- a/data/jurisdictions/us/states/fl/counties/putnam/index.md
+++ b/data/jurisdictions/us/states/fl/counties/putnam/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 153
   hispanic: 8421
   bachelors_plus: 10111
+districts:
+  - to: "us/states/fl/districts/06"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/fl/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/fl/districts/house/20"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 45 officeholders mapped.
 | Hispanic/Latino | 8421 |
 | Bachelor's or higher | 10111 |
 
+## Districts
+
+- [FL-06](/us/states/fl/districts/06.md) — 100% (congressional)
+- [FL Senate District 7](/us/states/fl/districts/senate/7.md) — 100% (state senate)
+- [FL House District 20](/us/states/fl/districts/house/20.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/santa-rosa/index.md b/data/jurisdictions/us/states/fl/counties/santa-rosa/index.md
index 4bc562bff8..3b79c80b8e 100644
--- a/data/jurisdictions/us/states/fl/counties/santa-rosa/index.md
+++ b/data/jurisdictions/us/states/fl/counties/santa-rosa/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 501
   hispanic: 13647
   bachelors_plus: 61362
+districts:
+  - to: "us/states/fl/districts/01"
+    rel: in-district
+    area_weight: 0.94
+  - to: "us/states/fl/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9398
+  - to: "us/states/fl/districts/house/3"
+    rel: in-district
+    area_weight: 0.8809
+  - to: "us/states/fl/districts/house/2"
+    rel: in-district
+    area_weight: 0.0587
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 34 officeholders mapped.
 | Hispanic/Latino | 13647 |
 | Bachelor's or higher | 61362 |
 
+## Districts
+
+- [FL-01](/us/states/fl/districts/01.md) — 94% (congressional)
+- [FL Senate District 1](/us/states/fl/districts/senate/1.md) — 94% (state senate)
+- [FL House District 3](/us/states/fl/districts/house/3.md) — 88% (state house)
+- [FL House District 2](/us/states/fl/districts/house/2.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/sarasota/index.md b/data/jurisdictions/us/states/fl/counties/sarasota/index.md
index 55dfdcbb53..a2e5077c3f 100644
--- a/data/jurisdictions/us/states/fl/counties/sarasota/index.md
+++ b/data/jurisdictions/us/states/fl/counties/sarasota/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1418
   hispanic: 48971
   bachelors_plus: 213968
+districts:
+  - to: "us/states/fl/districts/17"
+    rel: in-district
+    area_weight: 0.6209
+  - to: "us/states/fl/districts/senate/22"
+    rel: in-district
+    area_weight: 0.6207
+  - to: "us/states/fl/districts/house/74"
+    rel: in-district
+    area_weight: 0.4278
+  - to: "us/states/fl/districts/house/73"
+    rel: in-district
+    area_weight: 0.1105
+  - to: "us/states/fl/districts/house/75"
+    rel: in-district
+    area_weight: 0.0823
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 39 officeholders mapped.
 | Hispanic/Latino | 48971 |
 | Bachelor's or higher | 213968 |
 
+## Districts
+
+- [FL-17](/us/states/fl/districts/17.md) — 62% (congressional)
+- [FL Senate District 22](/us/states/fl/districts/senate/22.md) — 62% (state senate)
+- [FL House District 74](/us/states/fl/districts/house/74.md) — 43% (state house)
+- [FL House District 73](/us/states/fl/districts/house/73.md) — 11% (state house)
+- [FL House District 75](/us/states/fl/districts/house/75.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/seminole/index.md b/data/jurisdictions/us/states/fl/counties/seminole/index.md
index 022dab7777..42be06237b 100644
--- a/data/jurisdictions/us/states/fl/counties/seminole/index.md
+++ b/data/jurisdictions/us/states/fl/counties/seminole/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 934
   hispanic: 115251
   bachelors_plus: 197645
+districts:
+  - to: "us/states/fl/districts/07"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/fl/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/fl/districts/house/36"
+    rel: in-district
+    area_weight: 0.5061
+  - to: "us/states/fl/districts/house/37"
+    rel: in-district
+    area_weight: 0.2554
+  - to: "us/states/fl/districts/house/38"
+    rel: in-district
+    area_weight: 0.1527
+  - to: "us/states/fl/districts/house/39"
+    rel: in-district
+    area_weight: 0.0854
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 52 officeholders mapped.
 | Hispanic/Latino | 115251 |
 | Bachelor's or higher | 197645 |
 
+## Districts
+
+- [FL-07](/us/states/fl/districts/07.md) — 100% (congressional)
+- [FL Senate District 10](/us/states/fl/districts/senate/10.md) — 100% (state senate)
+- [FL House District 36](/us/states/fl/districts/house/36.md) — 51% (state house)
+- [FL House District 37](/us/states/fl/districts/house/37.md) — 26% (state house)
+- [FL House District 38](/us/states/fl/districts/house/38.md) — 15% (state house)
+- [FL House District 39](/us/states/fl/districts/house/39.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/st-johns/index.md b/data/jurisdictions/us/states/fl/counties/st-johns/index.md
index 9ab0279571..713ee428b9 100644
--- a/data/jurisdictions/us/states/fl/counties/st-johns/index.md
+++ b/data/jurisdictions/us/states/fl/counties/st-johns/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 266
   hispanic: 27846
   bachelors_plus: 154674
+districts:
+  - to: "us/states/fl/districts/05"
+    rel: in-district
+    area_weight: 0.5056
+  - to: "us/states/fl/districts/06"
+    rel: in-district
+    area_weight: 0.3135
+  - to: "us/states/fl/districts/senate/7"
+    rel: in-district
+    area_weight: 0.8196
+  - to: "us/states/fl/districts/house/20"
+    rel: in-district
+    area_weight: 0.3623
+  - to: "us/states/fl/districts/house/18"
+    rel: in-district
+    area_weight: 0.3613
+  - to: "us/states/fl/districts/house/19"
+    rel: in-district
+    area_weight: 0.0961
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 28 officeholders mapped.
 | Hispanic/Latino | 27846 |
 | Bachelor's or higher | 154674 |
 
+## Districts
+
+- [FL-05](/us/states/fl/districts/05.md) — 51% (congressional)
+- [FL-06](/us/states/fl/districts/06.md) — 31% (congressional)
+- [FL Senate District 7](/us/states/fl/districts/senate/7.md) — 82% (state senate)
+- [FL House District 20](/us/states/fl/districts/house/20.md) — 36% (state house)
+- [FL House District 18](/us/states/fl/districts/house/18.md) — 36% (state house)
+- [FL House District 19](/us/states/fl/districts/house/19.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/st-lucie/index.md b/data/jurisdictions/us/states/fl/counties/st-lucie/index.md
index c75a4c7f28..4d02b4049f 100644
--- a/data/jurisdictions/us/states/fl/counties/st-lucie/index.md
+++ b/data/jurisdictions/us/states/fl/counties/st-lucie/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2001
   hispanic: 78741
   bachelors_plus: 95485
+districts:
+  - to: "us/states/fl/districts/21"
+    rel: in-district
+    area_weight: 0.8935
+  - to: "us/states/fl/districts/senate/29"
+    rel: in-district
+    area_weight: 0.7622
+  - to: "us/states/fl/districts/senate/31"
+    rel: in-district
+    area_weight: 0.1267
+  - to: "us/states/fl/districts/house/84"
+    rel: in-district
+    area_weight: 0.77
+  - to: "us/states/fl/districts/house/85"
+    rel: in-district
+    area_weight: 0.1188
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 33 officeholders mapped.
 | Hispanic/Latino | 78741 |
 | Bachelor's or higher | 95485 |
 
+## Districts
+
+- [FL-21](/us/states/fl/districts/21.md) — 89% (congressional)
+- [FL Senate District 29](/us/states/fl/districts/senate/29.md) — 76% (state senate)
+- [FL Senate District 31](/us/states/fl/districts/senate/31.md) — 13% (state senate)
+- [FL House District 84](/us/states/fl/districts/house/84.md) — 77% (state house)
+- [FL House District 85](/us/states/fl/districts/house/85.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/sumter/index.md b/data/jurisdictions/us/states/fl/counties/sumter/index.md
index a4579c7aeb..363849831e 100644
--- a/data/jurisdictions/us/states/fl/counties/sumter/index.md
+++ b/data/jurisdictions/us/states/fl/counties/sumter/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 254
   hispanic: 9163
   bachelors_plus: 63890
+districts:
+  - to: "us/states/fl/districts/11"
+    rel: in-district
+    area_weight: 0.9949
+  - to: "us/states/fl/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/fl/districts/house/52"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 46 officeholders mapped.
 | Hispanic/Latino | 9163 |
 | Bachelor's or higher | 63890 |
 
+## Districts
+
+- [FL-11](/us/states/fl/districts/11.md) — 99% (congressional)
+- [FL Senate District 11](/us/states/fl/districts/senate/11.md) — 100% (state senate)
+- [FL House District 52](/us/states/fl/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/suwannee/index.md b/data/jurisdictions/us/states/fl/counties/suwannee/index.md
index 577b58b586..7b24dbaf5e 100644
--- a/data/jurisdictions/us/states/fl/counties/suwannee/index.md
+++ b/data/jurisdictions/us/states/fl/counties/suwannee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 111
   hispanic: 5348
   bachelors_plus: 7416
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 27 officeholders mapped.
 | Hispanic/Latino | 5348 |
 | Bachelor's or higher | 7416 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 100% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 100% (state senate)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/taylor/index.md b/data/jurisdictions/us/states/fl/counties/taylor/index.md
index 7abea003a2..7820cc1857 100644
--- a/data/jurisdictions/us/states/fl/counties/taylor/index.md
+++ b/data/jurisdictions/us/states/fl/counties/taylor/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 105
   hispanic: 919
   bachelors_plus: 3225
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.6961
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 0.6974
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.6974
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 22 officeholders mapped.
 | Hispanic/Latino | 919 |
 | Bachelor's or higher | 3225 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 70% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 70% (state senate)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 70% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/union/index.md b/data/jurisdictions/us/states/fl/counties/union/index.md
index 5e772feac1..b7178bc99a 100644
--- a/data/jurisdictions/us/states/fl/counties/union/index.md
+++ b/data/jurisdictions/us/states/fl/counties/union/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 846
   bachelors_plus: 1658
+districts:
+  - to: "us/states/fl/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/senate/6"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/house/10"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 30 officeholders mapped.
 | Hispanic/Latino | 846 |
 | Bachelor's or higher | 1658 |
 
+## Districts
+
+- [FL-03](/us/states/fl/districts/03.md) — 100% (congressional)
+- [FL Senate District 6](/us/states/fl/districts/senate/6.md) — 100% (state senate)
+- [FL House District 10](/us/states/fl/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/volusia/index.md b/data/jurisdictions/us/states/fl/counties/volusia/index.md
index 9b8bf838b4..20391f2438 100644
--- a/data/jurisdictions/us/states/fl/counties/volusia/index.md
+++ b/data/jurisdictions/us/states/fl/counties/volusia/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1529
   hispanic: 94499
   bachelors_plus: 165802
+districts:
+  - to: "us/states/fl/districts/06"
+    rel: in-district
+    area_weight: 0.4689
+  - to: "us/states/fl/districts/07"
+    rel: in-district
+    area_weight: 0.4146
+  - to: "us/states/fl/districts/senate/8"
+    rel: in-district
+    area_weight: 0.6965
+  - to: "us/states/fl/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1872
+  - to: "us/states/fl/districts/house/30"
+    rel: in-district
+    area_weight: 0.2556
+  - to: "us/states/fl/districts/house/27"
+    rel: in-district
+    area_weight: 0.2473
+  - to: "us/states/fl/districts/house/29"
+    rel: in-district
+    area_weight: 0.2173
+  - to: "us/states/fl/districts/house/28"
+    rel: in-district
+    area_weight: 0.1636
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 100 officeholders mapped.
 | Hispanic/Latino | 94499 |
 | Bachelor's or higher | 165802 |
 
+## Districts
+
+- [FL-06](/us/states/fl/districts/06.md) — 47% (congressional)
+- [FL-07](/us/states/fl/districts/07.md) — 41% (congressional)
+- [FL Senate District 8](/us/states/fl/districts/senate/8.md) — 70% (state senate)
+- [FL Senate District 7](/us/states/fl/districts/senate/7.md) — 19% (state senate)
+- [FL House District 30](/us/states/fl/districts/house/30.md) — 26% (state house)
+- [FL House District 27](/us/states/fl/districts/house/27.md) — 25% (state house)
+- [FL House District 29](/us/states/fl/districts/house/29.md) — 22% (state house)
+- [FL House District 28](/us/states/fl/districts/house/28.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/wakulla/index.md b/data/jurisdictions/us/states/fl/counties/wakulla/index.md
index bebda87d23..e9af15de60 100644
--- a/data/jurisdictions/us/states/fl/counties/wakulla/index.md
+++ b/data/jurisdictions/us/states/fl/counties/wakulla/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 214
   hispanic: 1737
   bachelors_plus: 8129
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.6904
+  - to: "us/states/fl/districts/senate/3"
+    rel: in-district
+    area_weight: 0.688
+  - to: "us/states/fl/districts/house/7"
+    rel: in-district
+    area_weight: 0.688
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 27 officeholders mapped.
 | Hispanic/Latino | 1737 |
 | Bachelor's or higher | 8129 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 69% (congressional)
+- [FL Senate District 3](/us/states/fl/districts/senate/3.md) — 69% (state senate)
+- [FL House District 7](/us/states/fl/districts/house/7.md) — 69% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/walton/index.md b/data/jurisdictions/us/states/fl/counties/walton/index.md
index 8fe7f7b48f..aca5a535a0 100644
--- a/data/jurisdictions/us/states/fl/counties/walton/index.md
+++ b/data/jurisdictions/us/states/fl/counties/walton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1089
   hispanic: 7154
   bachelors_plus: 28816
+districts:
+  - to: "us/states/fl/districts/01"
+    rel: in-district
+    area_weight: 0.4849
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 0.3303
+  - to: "us/states/fl/districts/senate/2"
+    rel: in-district
+    area_weight: 0.8148
+  - to: "us/states/fl/districts/house/5"
+    rel: in-district
+    area_weight: 0.8148
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 33 officeholders mapped.
 | Hispanic/Latino | 7154 |
 | Bachelor's or higher | 28816 |
 
+## Districts
+
+- [FL-01](/us/states/fl/districts/01.md) — 48% (congressional)
+- [FL-02](/us/states/fl/districts/02.md) — 33% (congressional)
+- [FL Senate District 2](/us/states/fl/districts/senate/2.md) — 81% (state senate)
+- [FL House District 5](/us/states/fl/districts/house/5.md) — 81% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/counties/washington/index.md b/data/jurisdictions/us/states/fl/counties/washington/index.md
index 94d22788d1..967049bb51 100644
--- a/data/jurisdictions/us/states/fl/counties/washington/index.md
+++ b/data/jurisdictions/us/states/fl/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 144
   hispanic: 1026
   bachelors_plus: 3012
+districts:
+  - to: "us/states/fl/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/senate/2"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/fl/districts/house/5"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, fl]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 44 officeholders mapped.
 | Hispanic/Latino | 1026 |
 | Bachelor's or higher | 3012 |
 
+## Districts
+
+- [FL-02](/us/states/fl/districts/02.md) — 100% (congressional)
+- [FL Senate District 2](/us/states/fl/districts/senate/2.md) — 100% (state senate)
+- [FL House District 5](/us/states/fl/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/fl/districts/01.md b/data/jurisdictions/us/states/fl/districts/01.md
new file mode 100644
index 0000000000..87de060f38
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/01.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-01"
+classification: congressional-district
+state: "FL"
+district: "FL-01"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-01
+
+Congressional district FL-01.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/02.md b/data/jurisdictions/us/states/fl/districts/02.md
new file mode 100644
index 0000000000..3f293212a0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/02.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-02"
+classification: congressional-district
+state: "FL"
+district: "FL-02"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-02
+
+Congressional district FL-02.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/03.md b/data/jurisdictions/us/states/fl/districts/03.md
new file mode 100644
index 0000000000..e72cd164f5
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/03.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-03"
+classification: congressional-district
+state: "FL"
+district: "FL-03"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-03
+
+Congressional district FL-03.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/04.md b/data/jurisdictions/us/states/fl/districts/04.md
new file mode 100644
index 0000000000..ec02f00fa8
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/04.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-04"
+classification: congressional-district
+state: "FL"
+district: "FL-04"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-04
+
+Congressional district FL-04.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/05.md b/data/jurisdictions/us/states/fl/districts/05.md
new file mode 100644
index 0000000000..6fc5bdfd73
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/05.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-05"
+classification: congressional-district
+state: "FL"
+district: "FL-05"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-05
+
+Congressional district FL-05.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/06.md b/data/jurisdictions/us/states/fl/districts/06.md
new file mode 100644
index 0000000000..81208024b8
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/06.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-06"
+classification: congressional-district
+state: "FL"
+district: "FL-06"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-06
+
+Congressional district FL-06.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/07.md b/data/jurisdictions/us/states/fl/districts/07.md
new file mode 100644
index 0000000000..f180890681
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/07.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-07"
+classification: congressional-district
+state: "FL"
+district: "FL-07"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-07
+
+Congressional district FL-07.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/08.md b/data/jurisdictions/us/states/fl/districts/08.md
new file mode 100644
index 0000000000..11d164afb4
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/08.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-08"
+classification: congressional-district
+state: "FL"
+district: "FL-08"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-08
+
+Congressional district FL-08.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/09.md b/data/jurisdictions/us/states/fl/districts/09.md
new file mode 100644
index 0000000000..520eae5457
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/09.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-09"
+classification: congressional-district
+state: "FL"
+district: "FL-09"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-09
+
+Congressional district FL-09.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/10.md b/data/jurisdictions/us/states/fl/districts/10.md
new file mode 100644
index 0000000000..2c5a683296
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/10.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-10"
+classification: congressional-district
+state: "FL"
+district: "FL-10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-10
+
+Congressional district FL-10.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/11.md b/data/jurisdictions/us/states/fl/districts/11.md
new file mode 100644
index 0000000000..77e571bd07
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/11.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-11"
+classification: congressional-district
+state: "FL"
+district: "FL-11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-11
+
+Congressional district FL-11.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/12.md b/data/jurisdictions/us/states/fl/districts/12.md
new file mode 100644
index 0000000000..ebcb591149
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/12.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-12"
+classification: congressional-district
+state: "FL"
+district: "FL-12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-12
+
+Congressional district FL-12.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/13.md b/data/jurisdictions/us/states/fl/districts/13.md
new file mode 100644
index 0000000000..937f65ff93
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/13.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-13"
+classification: congressional-district
+state: "FL"
+district: "FL-13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-13
+
+Congressional district FL-13.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/14.md b/data/jurisdictions/us/states/fl/districts/14.md
new file mode 100644
index 0000000000..05b3bcc5d0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/14.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-14"
+classification: congressional-district
+state: "FL"
+district: "FL-14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-14
+
+Congressional district FL-14.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/15.md b/data/jurisdictions/us/states/fl/districts/15.md
new file mode 100644
index 0000000000..823f860563
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/15.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-15"
+classification: congressional-district
+state: "FL"
+district: "FL-15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-15
+
+Congressional district FL-15.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/16.md b/data/jurisdictions/us/states/fl/districts/16.md
new file mode 100644
index 0000000000..3ad44a068c
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/16.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-16"
+classification: congressional-district
+state: "FL"
+district: "FL-16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-16
+
+Congressional district FL-16.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/17.md b/data/jurisdictions/us/states/fl/districts/17.md
new file mode 100644
index 0000000000..74931a6fd5
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/17.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-17"
+classification: congressional-district
+state: "FL"
+district: "FL-17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-17
+
+Congressional district FL-17.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/18.md b/data/jurisdictions/us/states/fl/districts/18.md
new file mode 100644
index 0000000000..f9ce7eb9c6
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/18.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-18"
+classification: congressional-district
+state: "FL"
+district: "FL-18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-18
+
+Congressional district FL-18.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/19.md b/data/jurisdictions/us/states/fl/districts/19.md
new file mode 100644
index 0000000000..911ee280b6
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/19.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-19"
+classification: congressional-district
+state: "FL"
+district: "FL-19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-19
+
+Congressional district FL-19.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/20.md b/data/jurisdictions/us/states/fl/districts/20.md
new file mode 100644
index 0000000000..f09082ca21
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/20.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-20"
+classification: congressional-district
+state: "FL"
+district: "FL-20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-20
+
+Congressional district FL-20.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/21.md b/data/jurisdictions/us/states/fl/districts/21.md
new file mode 100644
index 0000000000..dd17524f0a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/21.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-21"
+classification: congressional-district
+state: "FL"
+district: "FL-21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-21
+
+Congressional district FL-21.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/22.md b/data/jurisdictions/us/states/fl/districts/22.md
new file mode 100644
index 0000000000..a5f33759b7
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/22.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-22"
+classification: congressional-district
+state: "FL"
+district: "FL-22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-22
+
+Congressional district FL-22.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/23.md b/data/jurisdictions/us/states/fl/districts/23.md
new file mode 100644
index 0000000000..50462b3c25
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/23.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-23"
+classification: congressional-district
+state: "FL"
+district: "FL-23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-23
+
+Congressional district FL-23.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/24.md b/data/jurisdictions/us/states/fl/districts/24.md
new file mode 100644
index 0000000000..71879a8bbd
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/24.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-24"
+classification: congressional-district
+state: "FL"
+district: "FL-24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-24
+
+Congressional district FL-24.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/25.md b/data/jurisdictions/us/states/fl/districts/25.md
new file mode 100644
index 0000000000..14d75cded8
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/25.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-25"
+classification: congressional-district
+state: "FL"
+district: "FL-25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-25
+
+Congressional district FL-25.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/26.md b/data/jurisdictions/us/states/fl/districts/26.md
new file mode 100644
index 0000000000..a66957f709
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/26.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-26"
+classification: congressional-district
+state: "FL"
+district: "FL-26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-26
+
+Congressional district FL-26.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/27.md b/data/jurisdictions/us/states/fl/districts/27.md
new file mode 100644
index 0000000000..c5b0bfd7b7
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/27.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-27"
+classification: congressional-district
+state: "FL"
+district: "FL-27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-27
+
+Congressional district FL-27.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/28.md b/data/jurisdictions/us/states/fl/districts/28.md
new file mode 100644
index 0000000000..79d5d71498
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/28.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "FL-28"
+classification: congressional-district
+state: "FL"
+district: "FL-28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL-28
+
+Congressional district FL-28.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/1.md b/data/jurisdictions/us/states/fl/districts/house/1.md
new file mode 100644
index 0000000000..76bb3ee1c3
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 1"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 1
+
+State House district 1 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/10.md b/data/jurisdictions/us/states/fl/districts/house/10.md
new file mode 100644
index 0000000000..6739966c75
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 10"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 10
+
+State House district 10 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/100.md b/data/jurisdictions/us/states/fl/districts/house/100.md
new file mode 100644
index 0000000000..87d472f5ab
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 100"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 100
+
+State House district 100 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/101.md b/data/jurisdictions/us/states/fl/districts/house/101.md
new file mode 100644
index 0000000000..949f3ecaf5
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 101"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 101
+
+State House district 101 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/102.md b/data/jurisdictions/us/states/fl/districts/house/102.md
new file mode 100644
index 0000000000..816262365c
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 102"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 102
+
+State House district 102 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/103.md b/data/jurisdictions/us/states/fl/districts/house/103.md
new file mode 100644
index 0000000000..9f436cc3d5
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 103"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 103
+
+State House district 103 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/104.md b/data/jurisdictions/us/states/fl/districts/house/104.md
new file mode 100644
index 0000000000..5ee54a9402
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 104"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 104
+
+State House district 104 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/105.md b/data/jurisdictions/us/states/fl/districts/house/105.md
new file mode 100644
index 0000000000..b8a2389f4f
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 105"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 105
+
+State House district 105 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/106.md b/data/jurisdictions/us/states/fl/districts/house/106.md
new file mode 100644
index 0000000000..4f509d90b4
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 106"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 106
+
+State House district 106 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/107.md b/data/jurisdictions/us/states/fl/districts/house/107.md
new file mode 100644
index 0000000000..986612f5b0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 107"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 107
+
+State House district 107 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/108.md b/data/jurisdictions/us/states/fl/districts/house/108.md
new file mode 100644
index 0000000000..2f01ccbc6b
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 108"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 108
+
+State House district 108 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/109.md b/data/jurisdictions/us/states/fl/districts/house/109.md
new file mode 100644
index 0000000000..3ae2752437
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 109"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 109
+
+State House district 109 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/11.md b/data/jurisdictions/us/states/fl/districts/house/11.md
new file mode 100644
index 0000000000..bf2d729c09
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 11"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 11
+
+State House district 11 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/110.md b/data/jurisdictions/us/states/fl/districts/house/110.md
new file mode 100644
index 0000000000..a5e1eafaa2
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 110"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 110
+
+State House district 110 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/111.md b/data/jurisdictions/us/states/fl/districts/house/111.md
new file mode 100644
index 0000000000..fc796930d0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 111"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 111
+
+State House district 111 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/112.md b/data/jurisdictions/us/states/fl/districts/house/112.md
new file mode 100644
index 0000000000..cf29dba999
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 112"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 112
+
+State House district 112 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/114.md b/data/jurisdictions/us/states/fl/districts/house/114.md
new file mode 100644
index 0000000000..58d3f04d2b
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 114"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 114
+
+State House district 114 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/115.md b/data/jurisdictions/us/states/fl/districts/house/115.md
new file mode 100644
index 0000000000..c90ea1393d
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 115"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 115
+
+State House district 115 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/116.md b/data/jurisdictions/us/states/fl/districts/house/116.md
new file mode 100644
index 0000000000..6f5279a1d0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 116"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 116
+
+State House district 116 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/117.md b/data/jurisdictions/us/states/fl/districts/house/117.md
new file mode 100644
index 0000000000..2f0f7cdc41
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 117"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 117
+
+State House district 117 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/118.md b/data/jurisdictions/us/states/fl/districts/house/118.md
new file mode 100644
index 0000000000..626737145f
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 118"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 118
+
+State House district 118 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/119.md b/data/jurisdictions/us/states/fl/districts/house/119.md
new file mode 100644
index 0000000000..245bf1b502
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 119"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 119
+
+State House district 119 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/12.md b/data/jurisdictions/us/states/fl/districts/house/12.md
new file mode 100644
index 0000000000..8714b77aa7
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 12"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 12
+
+State House district 12 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/120.md b/data/jurisdictions/us/states/fl/districts/house/120.md
new file mode 100644
index 0000000000..f375c1dc92
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 120"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 120
+
+State House district 120 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/13.md b/data/jurisdictions/us/states/fl/districts/house/13.md
new file mode 100644
index 0000000000..ec620b6956
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 13"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 13
+
+State House district 13 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/14.md b/data/jurisdictions/us/states/fl/districts/house/14.md
new file mode 100644
index 0000000000..84158a2568
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 14"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 14
+
+State House district 14 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/15.md b/data/jurisdictions/us/states/fl/districts/house/15.md
new file mode 100644
index 0000000000..e4dd190a4a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 15"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 15
+
+State House district 15 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/16.md b/data/jurisdictions/us/states/fl/districts/house/16.md
new file mode 100644
index 0000000000..a736ae2b4a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 16"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 16
+
+State House district 16 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/17.md b/data/jurisdictions/us/states/fl/districts/house/17.md
new file mode 100644
index 0000000000..52232e333f
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 17"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 17
+
+State House district 17 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/18.md b/data/jurisdictions/us/states/fl/districts/house/18.md
new file mode 100644
index 0000000000..304d462bd7
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 18"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 18
+
+State House district 18 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/19.md b/data/jurisdictions/us/states/fl/districts/house/19.md
new file mode 100644
index 0000000000..f8233bba79
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 19"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 19
+
+State House district 19 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/2.md b/data/jurisdictions/us/states/fl/districts/house/2.md
new file mode 100644
index 0000000000..9a8add0967
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 2"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 2
+
+State House district 2 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/20.md b/data/jurisdictions/us/states/fl/districts/house/20.md
new file mode 100644
index 0000000000..e7eb5d0068
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 20"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 20
+
+State House district 20 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/21.md b/data/jurisdictions/us/states/fl/districts/house/21.md
new file mode 100644
index 0000000000..0f247e9563
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 21"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 21
+
+State House district 21 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/22.md b/data/jurisdictions/us/states/fl/districts/house/22.md
new file mode 100644
index 0000000000..058552c5f8
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 22"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 22
+
+State House district 22 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/23.md b/data/jurisdictions/us/states/fl/districts/house/23.md
new file mode 100644
index 0000000000..253ab06ac9
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 23"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 23
+
+State House district 23 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/24.md b/data/jurisdictions/us/states/fl/districts/house/24.md
new file mode 100644
index 0000000000..7e9e4ae463
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 24"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 24
+
+State House district 24 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/25.md b/data/jurisdictions/us/states/fl/districts/house/25.md
new file mode 100644
index 0000000000..d84a1e630d
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 25"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 25
+
+State House district 25 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/26.md b/data/jurisdictions/us/states/fl/districts/house/26.md
new file mode 100644
index 0000000000..be926b674a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 26"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 26
+
+State House district 26 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/27.md b/data/jurisdictions/us/states/fl/districts/house/27.md
new file mode 100644
index 0000000000..b3e1b3368e
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 27"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 27
+
+State House district 27 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/28.md b/data/jurisdictions/us/states/fl/districts/house/28.md
new file mode 100644
index 0000000000..9c24d42bcd
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 28"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 28
+
+State House district 28 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/29.md b/data/jurisdictions/us/states/fl/districts/house/29.md
new file mode 100644
index 0000000000..485a2e1643
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 29"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 29
+
+State House district 29 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/3.md b/data/jurisdictions/us/states/fl/districts/house/3.md
new file mode 100644
index 0000000000..2d1a0e57cc
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 3"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 3
+
+State House district 3 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/30.md b/data/jurisdictions/us/states/fl/districts/house/30.md
new file mode 100644
index 0000000000..48e87bf62a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 30"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 30
+
+State House district 30 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/31.md b/data/jurisdictions/us/states/fl/districts/house/31.md
new file mode 100644
index 0000000000..4558239ff2
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 31"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 31
+
+State House district 31 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/32.md b/data/jurisdictions/us/states/fl/districts/house/32.md
new file mode 100644
index 0000000000..b2d1a0e76d
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 32"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 32
+
+State House district 32 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/33.md b/data/jurisdictions/us/states/fl/districts/house/33.md
new file mode 100644
index 0000000000..b734e4853b
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 33"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 33
+
+State House district 33 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/34.md b/data/jurisdictions/us/states/fl/districts/house/34.md
new file mode 100644
index 0000000000..59230b653a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 34"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 34
+
+State House district 34 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/35.md b/data/jurisdictions/us/states/fl/districts/house/35.md
new file mode 100644
index 0000000000..0480b51e02
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 35"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 35
+
+State House district 35 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/36.md b/data/jurisdictions/us/states/fl/districts/house/36.md
new file mode 100644
index 0000000000..d7b9d5e078
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 36"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 36
+
+State House district 36 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/37.md b/data/jurisdictions/us/states/fl/districts/house/37.md
new file mode 100644
index 0000000000..6a7149ee20
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 37"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 37
+
+State House district 37 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/38.md b/data/jurisdictions/us/states/fl/districts/house/38.md
new file mode 100644
index 0000000000..f71b39f8e8
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 38"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 38
+
+State House district 38 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/39.md b/data/jurisdictions/us/states/fl/districts/house/39.md
new file mode 100644
index 0000000000..81b51b411f
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 39"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 39
+
+State House district 39 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/4.md b/data/jurisdictions/us/states/fl/districts/house/4.md
new file mode 100644
index 0000000000..fe34c84c79
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 4"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 4
+
+State House district 4 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/40.md b/data/jurisdictions/us/states/fl/districts/house/40.md
new file mode 100644
index 0000000000..0d401a3700
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 40"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 40
+
+State House district 40 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/41.md b/data/jurisdictions/us/states/fl/districts/house/41.md
new file mode 100644
index 0000000000..45950c2d76
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 41"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 41
+
+State House district 41 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/42.md b/data/jurisdictions/us/states/fl/districts/house/42.md
new file mode 100644
index 0000000000..dd493851fc
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 42"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 42
+
+State House district 42 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/43.md b/data/jurisdictions/us/states/fl/districts/house/43.md
new file mode 100644
index 0000000000..0c84e0080c
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 43"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 43
+
+State House district 43 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/44.md b/data/jurisdictions/us/states/fl/districts/house/44.md
new file mode 100644
index 0000000000..ba367b84bb
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 44"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 44
+
+State House district 44 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/45.md b/data/jurisdictions/us/states/fl/districts/house/45.md
new file mode 100644
index 0000000000..a2275e2a00
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 45"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 45
+
+State House district 45 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/46.md b/data/jurisdictions/us/states/fl/districts/house/46.md
new file mode 100644
index 0000000000..79088bd34f
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 46"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 46
+
+State House district 46 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/47.md b/data/jurisdictions/us/states/fl/districts/house/47.md
new file mode 100644
index 0000000000..fb2722a57b
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 47"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 47
+
+State House district 47 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/48.md b/data/jurisdictions/us/states/fl/districts/house/48.md
new file mode 100644
index 0000000000..10235f56d0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 48"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 48
+
+State House district 48 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/49.md b/data/jurisdictions/us/states/fl/districts/house/49.md
new file mode 100644
index 0000000000..06d23220cf
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 49"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 49
+
+State House district 49 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/5.md b/data/jurisdictions/us/states/fl/districts/house/5.md
new file mode 100644
index 0000000000..e3139a913f
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 5"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 5
+
+State House district 5 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/50.md b/data/jurisdictions/us/states/fl/districts/house/50.md
new file mode 100644
index 0000000000..6a6ea69a5a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 50"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 50
+
+State House district 50 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/51.md b/data/jurisdictions/us/states/fl/districts/house/51.md
new file mode 100644
index 0000000000..f5755f6452
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 51"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 51
+
+State House district 51 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/52.md b/data/jurisdictions/us/states/fl/districts/house/52.md
new file mode 100644
index 0000000000..c5313d9f71
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 52"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 52
+
+State House district 52 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/53.md b/data/jurisdictions/us/states/fl/districts/house/53.md
new file mode 100644
index 0000000000..ef4417f3d4
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 53"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 53
+
+State House district 53 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/54.md b/data/jurisdictions/us/states/fl/districts/house/54.md
new file mode 100644
index 0000000000..39d38c487d
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 54"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 54
+
+State House district 54 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/55.md b/data/jurisdictions/us/states/fl/districts/house/55.md
new file mode 100644
index 0000000000..31f6d65f22
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 55"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 55
+
+State House district 55 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/56.md b/data/jurisdictions/us/states/fl/districts/house/56.md
new file mode 100644
index 0000000000..bd93128799
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 56"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 56
+
+State House district 56 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/57.md b/data/jurisdictions/us/states/fl/districts/house/57.md
new file mode 100644
index 0000000000..e6537482b9
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 57"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 57
+
+State House district 57 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/58.md b/data/jurisdictions/us/states/fl/districts/house/58.md
new file mode 100644
index 0000000000..c198ba09c0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 58"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 58
+
+State House district 58 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/59.md b/data/jurisdictions/us/states/fl/districts/house/59.md
new file mode 100644
index 0000000000..73c56fa02a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 59"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 59
+
+State House district 59 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/6.md b/data/jurisdictions/us/states/fl/districts/house/6.md
new file mode 100644
index 0000000000..c6a9ca7924
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 6"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 6
+
+State House district 6 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/60.md b/data/jurisdictions/us/states/fl/districts/house/60.md
new file mode 100644
index 0000000000..ba81833daa
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 60"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 60
+
+State House district 60 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/61.md b/data/jurisdictions/us/states/fl/districts/house/61.md
new file mode 100644
index 0000000000..74ae1b6d31
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 61"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 61
+
+State House district 61 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/62.md b/data/jurisdictions/us/states/fl/districts/house/62.md
new file mode 100644
index 0000000000..bd9ec22813
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 62"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 62
+
+State House district 62 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/63.md b/data/jurisdictions/us/states/fl/districts/house/63.md
new file mode 100644
index 0000000000..afb20f690b
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 63"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 63
+
+State House district 63 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/64.md b/data/jurisdictions/us/states/fl/districts/house/64.md
new file mode 100644
index 0000000000..119313cfb0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 64"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 64
+
+State House district 64 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/65.md b/data/jurisdictions/us/states/fl/districts/house/65.md
new file mode 100644
index 0000000000..137a2267a4
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 65"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 65
+
+State House district 65 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/66.md b/data/jurisdictions/us/states/fl/districts/house/66.md
new file mode 100644
index 0000000000..cf7085bcda
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 66"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 66
+
+State House district 66 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/67.md b/data/jurisdictions/us/states/fl/districts/house/67.md
new file mode 100644
index 0000000000..30bc57d2f3
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 67"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 67
+
+State House district 67 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/68.md b/data/jurisdictions/us/states/fl/districts/house/68.md
new file mode 100644
index 0000000000..defc59e643
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 68"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 68
+
+State House district 68 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/69.md b/data/jurisdictions/us/states/fl/districts/house/69.md
new file mode 100644
index 0000000000..1b89552e51
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 69"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 69
+
+State House district 69 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/7.md b/data/jurisdictions/us/states/fl/districts/house/7.md
new file mode 100644
index 0000000000..189eb2a2d1
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 7"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 7
+
+State House district 7 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/70.md b/data/jurisdictions/us/states/fl/districts/house/70.md
new file mode 100644
index 0000000000..81c3b0f0a7
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 70"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 70
+
+State House district 70 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/71.md b/data/jurisdictions/us/states/fl/districts/house/71.md
new file mode 100644
index 0000000000..bc96c27e4d
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 71"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 71
+
+State House district 71 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/72.md b/data/jurisdictions/us/states/fl/districts/house/72.md
new file mode 100644
index 0000000000..ed3438caed
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 72"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 72
+
+State House district 72 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/73.md b/data/jurisdictions/us/states/fl/districts/house/73.md
new file mode 100644
index 0000000000..b98643a55a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 73"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 73
+
+State House district 73 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/74.md b/data/jurisdictions/us/states/fl/districts/house/74.md
new file mode 100644
index 0000000000..7e8d64c5eb
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 74"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 74
+
+State House district 74 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/75.md b/data/jurisdictions/us/states/fl/districts/house/75.md
new file mode 100644
index 0000000000..a34b571e6f
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 75"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 75
+
+State House district 75 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/76.md b/data/jurisdictions/us/states/fl/districts/house/76.md
new file mode 100644
index 0000000000..38e3ff5e97
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 76"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 76
+
+State House district 76 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/77.md b/data/jurisdictions/us/states/fl/districts/house/77.md
new file mode 100644
index 0000000000..b5632663c9
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 77"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 77
+
+State House district 77 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/79.md b/data/jurisdictions/us/states/fl/districts/house/79.md
new file mode 100644
index 0000000000..888ef21fb0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 79"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 79
+
+State House district 79 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/8.md b/data/jurisdictions/us/states/fl/districts/house/8.md
new file mode 100644
index 0000000000..d0a3a8b6d6
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 8"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 8
+
+State House district 8 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/80.md b/data/jurisdictions/us/states/fl/districts/house/80.md
new file mode 100644
index 0000000000..1742194523
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 80"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 80
+
+State House district 80 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/81.md b/data/jurisdictions/us/states/fl/districts/house/81.md
new file mode 100644
index 0000000000..d788eb52a0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 81"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 81
+
+State House district 81 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/82.md b/data/jurisdictions/us/states/fl/districts/house/82.md
new file mode 100644
index 0000000000..9ec5bcd40e
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 82"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 82
+
+State House district 82 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/83.md b/data/jurisdictions/us/states/fl/districts/house/83.md
new file mode 100644
index 0000000000..b5c6cb5dcd
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 83"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 83
+
+State House district 83 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/84.md b/data/jurisdictions/us/states/fl/districts/house/84.md
new file mode 100644
index 0000000000..1399bc94f9
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 84"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 84
+
+State House district 84 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/85.md b/data/jurisdictions/us/states/fl/districts/house/85.md
new file mode 100644
index 0000000000..0bfcbff357
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 85"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 85
+
+State House district 85 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/86.md b/data/jurisdictions/us/states/fl/districts/house/86.md
new file mode 100644
index 0000000000..bba2e92a0d
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 86"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 86
+
+State House district 86 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/87.md b/data/jurisdictions/us/states/fl/districts/house/87.md
new file mode 100644
index 0000000000..b4219a6f1d
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 87"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 87
+
+State House district 87 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/88.md b/data/jurisdictions/us/states/fl/districts/house/88.md
new file mode 100644
index 0000000000..2f39026971
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 88"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 88
+
+State House district 88 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/89.md b/data/jurisdictions/us/states/fl/districts/house/89.md
new file mode 100644
index 0000000000..072f8f1d3c
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 89"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 89
+
+State House district 89 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/9.md b/data/jurisdictions/us/states/fl/districts/house/9.md
new file mode 100644
index 0000000000..e840c8ac2c
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 9"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 9
+
+State House district 9 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/90.md b/data/jurisdictions/us/states/fl/districts/house/90.md
new file mode 100644
index 0000000000..51de9de3af
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 90"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 90
+
+State House district 90 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/91.md b/data/jurisdictions/us/states/fl/districts/house/91.md
new file mode 100644
index 0000000000..24303550e1
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 91"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 91
+
+State House district 91 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/92.md b/data/jurisdictions/us/states/fl/districts/house/92.md
new file mode 100644
index 0000000000..a7a0a3663d
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 92"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 92
+
+State House district 92 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/93.md b/data/jurisdictions/us/states/fl/districts/house/93.md
new file mode 100644
index 0000000000..207b6dfa05
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 93"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 93
+
+State House district 93 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/94.md b/data/jurisdictions/us/states/fl/districts/house/94.md
new file mode 100644
index 0000000000..146d35d7fb
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 94"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 94
+
+State House district 94 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/95.md b/data/jurisdictions/us/states/fl/districts/house/95.md
new file mode 100644
index 0000000000..94dae53a55
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 95"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 95
+
+State House district 95 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/96.md b/data/jurisdictions/us/states/fl/districts/house/96.md
new file mode 100644
index 0000000000..70fae7aa6f
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 96"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 96
+
+State House district 96 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/97.md b/data/jurisdictions/us/states/fl/districts/house/97.md
new file mode 100644
index 0000000000..36492782c8
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 97"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 97
+
+State House district 97 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/98.md b/data/jurisdictions/us/states/fl/districts/house/98.md
new file mode 100644
index 0000000000..86431d5f25
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 98"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 98
+
+State House district 98 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/house/99.md b/data/jurisdictions/us/states/fl/districts/house/99.md
new file mode 100644
index 0000000000..ee828416cb
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL House District 99"
+classification: state-house-district
+state: "FL"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL House District 99
+
+State House district 99 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/1.md b/data/jurisdictions/us/states/fl/districts/senate/1.md
new file mode 100644
index 0000000000..7397b3c6df
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 1"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 1
+
+State Senate district 1 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/10.md b/data/jurisdictions/us/states/fl/districts/senate/10.md
new file mode 100644
index 0000000000..bf529334e3
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 10"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 10
+
+State Senate district 10 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/11.md b/data/jurisdictions/us/states/fl/districts/senate/11.md
new file mode 100644
index 0000000000..af0a069eba
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 11"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 11
+
+State Senate district 11 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/12.md b/data/jurisdictions/us/states/fl/districts/senate/12.md
new file mode 100644
index 0000000000..aca1088819
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 12"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 12
+
+State Senate district 12 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/13.md b/data/jurisdictions/us/states/fl/districts/senate/13.md
new file mode 100644
index 0000000000..a4ffcdd536
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 13"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 13
+
+State Senate district 13 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/14.md b/data/jurisdictions/us/states/fl/districts/senate/14.md
new file mode 100644
index 0000000000..7aeca52c77
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 14"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 14
+
+State Senate district 14 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/15.md b/data/jurisdictions/us/states/fl/districts/senate/15.md
new file mode 100644
index 0000000000..dbc8ea7fb4
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 15"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 15
+
+State Senate district 15 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/16.md b/data/jurisdictions/us/states/fl/districts/senate/16.md
new file mode 100644
index 0000000000..a8fb2502fa
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 16"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 16
+
+State Senate district 16 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/17.md b/data/jurisdictions/us/states/fl/districts/senate/17.md
new file mode 100644
index 0000000000..2d7be17032
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 17"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 17
+
+State Senate district 17 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/18.md b/data/jurisdictions/us/states/fl/districts/senate/18.md
new file mode 100644
index 0000000000..47266dc1aa
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 18"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 18
+
+State Senate district 18 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/19.md b/data/jurisdictions/us/states/fl/districts/senate/19.md
new file mode 100644
index 0000000000..15ac38622c
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 19"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 19
+
+State Senate district 19 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/2.md b/data/jurisdictions/us/states/fl/districts/senate/2.md
new file mode 100644
index 0000000000..05d4ddc4e3
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 2"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 2
+
+State Senate district 2 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/20.md b/data/jurisdictions/us/states/fl/districts/senate/20.md
new file mode 100644
index 0000000000..a73019f5fa
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 20"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 20
+
+State Senate district 20 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/21.md b/data/jurisdictions/us/states/fl/districts/senate/21.md
new file mode 100644
index 0000000000..beaf5f019d
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 21"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 21
+
+State Senate district 21 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/22.md b/data/jurisdictions/us/states/fl/districts/senate/22.md
new file mode 100644
index 0000000000..12c4a9c654
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 22"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 22
+
+State Senate district 22 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/23.md b/data/jurisdictions/us/states/fl/districts/senate/23.md
new file mode 100644
index 0000000000..603d4e0619
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 23"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 23
+
+State Senate district 23 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/24.md b/data/jurisdictions/us/states/fl/districts/senate/24.md
new file mode 100644
index 0000000000..243930194f
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 24"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 24
+
+State Senate district 24 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/25.md b/data/jurisdictions/us/states/fl/districts/senate/25.md
new file mode 100644
index 0000000000..b8e5bb45be
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 25"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 25
+
+State Senate district 25 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/26.md b/data/jurisdictions/us/states/fl/districts/senate/26.md
new file mode 100644
index 0000000000..eb1fe40504
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 26"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 26
+
+State Senate district 26 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/27.md b/data/jurisdictions/us/states/fl/districts/senate/27.md
new file mode 100644
index 0000000000..f7733d416f
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 27"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 27
+
+State Senate district 27 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/28.md b/data/jurisdictions/us/states/fl/districts/senate/28.md
new file mode 100644
index 0000000000..53f54c36b0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 28"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 28
+
+State Senate district 28 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/29.md b/data/jurisdictions/us/states/fl/districts/senate/29.md
new file mode 100644
index 0000000000..d57d931dac
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 29"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 29
+
+State Senate district 29 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/3.md b/data/jurisdictions/us/states/fl/districts/senate/3.md
new file mode 100644
index 0000000000..d311b26e5e
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 3"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 3
+
+State Senate district 3 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/30.md b/data/jurisdictions/us/states/fl/districts/senate/30.md
new file mode 100644
index 0000000000..c0d0dce314
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 30"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 30
+
+State Senate district 30 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/31.md b/data/jurisdictions/us/states/fl/districts/senate/31.md
new file mode 100644
index 0000000000..49d96cfed0
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 31"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 31
+
+State Senate district 31 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/32.md b/data/jurisdictions/us/states/fl/districts/senate/32.md
new file mode 100644
index 0000000000..9490db58ec
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 32"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 32
+
+State Senate district 32 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/33.md b/data/jurisdictions/us/states/fl/districts/senate/33.md
new file mode 100644
index 0000000000..71c6300633
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 33"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 33
+
+State Senate district 33 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/34.md b/data/jurisdictions/us/states/fl/districts/senate/34.md
new file mode 100644
index 0000000000..a8997ee008
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 34"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 34
+
+State Senate district 34 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/35.md b/data/jurisdictions/us/states/fl/districts/senate/35.md
new file mode 100644
index 0000000000..a1d91373f8
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 35"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 35
+
+State Senate district 35 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/36.md b/data/jurisdictions/us/states/fl/districts/senate/36.md
new file mode 100644
index 0000000000..16a9494711
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 36"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 36
+
+State Senate district 36 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/37.md b/data/jurisdictions/us/states/fl/districts/senate/37.md
new file mode 100644
index 0000000000..a8003376f3
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 37"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 37
+
+State Senate district 37 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/38.md b/data/jurisdictions/us/states/fl/districts/senate/38.md
new file mode 100644
index 0000000000..a89644ce5a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 38"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 38
+
+State Senate district 38 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/39.md b/data/jurisdictions/us/states/fl/districts/senate/39.md
new file mode 100644
index 0000000000..da523f819a
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 39"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 39
+
+State Senate district 39 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/4.md b/data/jurisdictions/us/states/fl/districts/senate/4.md
new file mode 100644
index 0000000000..45bb30d9be
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 4"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 4
+
+State Senate district 4 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/40.md b/data/jurisdictions/us/states/fl/districts/senate/40.md
new file mode 100644
index 0000000000..a44f31f9b8
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 40"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 40
+
+State Senate district 40 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/5.md b/data/jurisdictions/us/states/fl/districts/senate/5.md
new file mode 100644
index 0000000000..ef55e4dc42
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 5"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 5
+
+State Senate district 5 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/6.md b/data/jurisdictions/us/states/fl/districts/senate/6.md
new file mode 100644
index 0000000000..f568fb902c
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 6"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 6
+
+State Senate district 6 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/7.md b/data/jurisdictions/us/states/fl/districts/senate/7.md
new file mode 100644
index 0000000000..045994ad3e
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 7"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 7
+
+State Senate district 7 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/8.md b/data/jurisdictions/us/states/fl/districts/senate/8.md
new file mode 100644
index 0000000000..66ae4e1d5b
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 8"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 8
+
+State Senate district 8 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/districts/senate/9.md b/data/jurisdictions/us/states/fl/districts/senate/9.md
new file mode 100644
index 0000000000..446181a240
--- /dev/null
+++ b/data/jurisdictions/us/states/fl/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "FL Senate District 9"
+classification: state-senate-district
+state: "FL"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, fl]
+timestamp: "2026-07-03"
+---
+
+# FL Senate District 9
+
+State Senate district 9 (FL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/fl/people/adam-anderson.md b/data/jurisdictions/us/states/fl/people/adam-anderson.md
index 1294d10479..2f372d7cd7 100644
--- a/data/jurisdictions/us/states/fl/people/adam-anderson.md
+++ b/data/jurisdictions/us/states/fl/people/adam-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 57"
+represents: "us/states/fl/districts/house/57"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 57 (FL State House of Representatives District 57).
 
+Represents [FL State House of Representatives District 57](/us/states/fl/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/adam-botana.md b/data/jurisdictions/us/states/fl/people/adam-botana.md
index 8993f7339c..38d3279537 100644
--- a/data/jurisdictions/us/states/fl/people/adam-botana.md
+++ b/data/jurisdictions/us/states/fl/people/adam-botana.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 80"
+represents: "us/states/fl/districts/house/80"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 80 (FL State House of Representatives District 80).
 
+Represents [FL State House of Representatives District 80](/us/states/fl/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/alex-andrade.md b/data/jurisdictions/us/states/fl/people/alex-andrade.md
index 3a67835bad..94580262c2 100644
--- a/data/jurisdictions/us/states/fl/people/alex-andrade.md
+++ b/data/jurisdictions/us/states/fl/people/alex-andrade.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 2"
+represents: "us/states/fl/districts/house/2"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 2 (FL State House of Representatives District 2).
 
+Represents [FL State House of Representatives District 2](/us/states/fl/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/alex-rizo.md b/data/jurisdictions/us/states/fl/people/alex-rizo.md
index 44b71219e4..9a9453582f 100644
--- a/data/jurisdictions/us/states/fl/people/alex-rizo.md
+++ b/data/jurisdictions/us/states/fl/people/alex-rizo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 112"
+represents: "us/states/fl/districts/house/112"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 112 (FL State House of Representatives District 112).
 
+Represents [FL State House of Representatives District 112](/us/states/fl/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/alexis-calatayud.md b/data/jurisdictions/us/states/fl/people/alexis-calatayud.md
index e7aed7c8ff..e6b0d3286b 100644
--- a/data/jurisdictions/us/states/fl/people/alexis-calatayud.md
+++ b/data/jurisdictions/us/states/fl/people/alexis-calatayud.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 38"
+represents: "us/states/fl/districts/senate/38"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 38 (FL State Senate District 38).
 
+Represents [FL State Senate District 38](/us/states/fl/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/allison-tant.md b/data/jurisdictions/us/states/fl/people/allison-tant.md
index d585e41318..645f69ba9f 100644
--- a/data/jurisdictions/us/states/fl/people/allison-tant.md
+++ b/data/jurisdictions/us/states/fl/people/allison-tant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 9"
+represents: "us/states/fl/districts/house/9"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 9 (FL State House of Representatives District 9).
 
+Represents [FL State House of Representatives District 9](/us/states/fl/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/ana-maria-rodriguez.md b/data/jurisdictions/us/states/fl/people/ana-maria-rodriguez.md
index 0885e765ea..96429029d5 100644
--- a/data/jurisdictions/us/states/fl/people/ana-maria-rodriguez.md
+++ b/data/jurisdictions/us/states/fl/people/ana-maria-rodriguez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 40"
+represents: "us/states/fl/districts/senate/40"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 40 (FL State Senate District 40).
 
+Represents [FL State Senate District 40](/us/states/fl/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/angie-nixon.md b/data/jurisdictions/us/states/fl/people/angie-nixon.md
index f79d1cb0f4..2976fb51e8 100644
--- a/data/jurisdictions/us/states/fl/people/angie-nixon.md
+++ b/data/jurisdictions/us/states/fl/people/angie-nixon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 13"
+represents: "us/states/fl/districts/house/13"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 13 (FL State House of Representatives District 13).
 
+Represents [FL State House of Representatives District 13](/us/states/fl/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/anna-eskamani.md b/data/jurisdictions/us/states/fl/people/anna-eskamani.md
index a4e4634935..4601b1c688 100644
--- a/data/jurisdictions/us/states/fl/people/anna-eskamani.md
+++ b/data/jurisdictions/us/states/fl/people/anna-eskamani.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 42"
+represents: "us/states/fl/districts/house/42"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 42 (FL State House of Representatives District 42).
 
+Represents [FL State House of Representatives District 42](/us/states/fl/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/anne-gerwig.md b/data/jurisdictions/us/states/fl/people/anne-gerwig.md
index ae6e23b15b..89bbb8f358 100644
--- a/data/jurisdictions/us/states/fl/people/anne-gerwig.md
+++ b/data/jurisdictions/us/states/fl/people/anne-gerwig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 93"
+represents: "us/states/fl/districts/house/93"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 93 (FL State House of Representatives District 93).
 
+Represents [FL State House of Representatives District 93](/us/states/fl/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/ashley-gantt.md b/data/jurisdictions/us/states/fl/people/ashley-gantt.md
index cd221c3a47..6dced91a82 100644
--- a/data/jurisdictions/us/states/fl/people/ashley-gantt.md
+++ b/data/jurisdictions/us/states/fl/people/ashley-gantt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 109"
+represents: "us/states/fl/districts/house/109"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 109 (FL State House of Representatives District 109).
 
+Represents [FL State House of Representatives District 109](/us/states/fl/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/barbara-sharief.md b/data/jurisdictions/us/states/fl/people/barbara-sharief.md
index 6036397f8d..ecff0471bf 100644
--- a/data/jurisdictions/us/states/fl/people/barbara-sharief.md
+++ b/data/jurisdictions/us/states/fl/people/barbara-sharief.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 35"
+represents: "us/states/fl/districts/senate/35"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 35 (FL State Senate District 35).
 
+Represents [FL State Senate District 35](/us/states/fl/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/ben-albritton.md b/data/jurisdictions/us/states/fl/people/ben-albritton.md
index 71cfd7fb61..a868077d25 100644
--- a/data/jurisdictions/us/states/fl/people/ben-albritton.md
+++ b/data/jurisdictions/us/states/fl/people/ben-albritton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 27"
+represents: "us/states/fl/districts/senate/27"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 27 (FL State Senate District 27).
 
+Represents [FL State Senate District 27](/us/states/fl/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/berny-jacques.md b/data/jurisdictions/us/states/fl/people/berny-jacques.md
index 27005f1658..36d028a115 100644
--- a/data/jurisdictions/us/states/fl/people/berny-jacques.md
+++ b/data/jurisdictions/us/states/fl/people/berny-jacques.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 59"
+represents: "us/states/fl/districts/house/59"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 59 (FL State House of Representatives District 59).
 
+Represents [FL State House of Representatives District 59](/us/states/fl/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/bill-conerly.md b/data/jurisdictions/us/states/fl/people/bill-conerly.md
index 36ab38709a..91b3c8505c 100644
--- a/data/jurisdictions/us/states/fl/people/bill-conerly.md
+++ b/data/jurisdictions/us/states/fl/people/bill-conerly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 72"
+represents: "us/states/fl/districts/house/72"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 72 (FL State House of Representatives District 72).
 
+Represents [FL State House of Representatives District 72](/us/states/fl/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/bill-partington.md b/data/jurisdictions/us/states/fl/people/bill-partington.md
index 3d0113c54f..e852705b94 100644
--- a/data/jurisdictions/us/states/fl/people/bill-partington.md
+++ b/data/jurisdictions/us/states/fl/people/bill-partington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 28"
+represents: "us/states/fl/districts/house/28"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 28 (FL State House of Representatives District 28).
 
+Represents [FL State House of Representatives District 28](/us/states/fl/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/brad-yeager.md b/data/jurisdictions/us/states/fl/people/brad-yeager.md
index bcf8f7181d..dd9555702c 100644
--- a/data/jurisdictions/us/states/fl/people/brad-yeager.md
+++ b/data/jurisdictions/us/states/fl/people/brad-yeager.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 56"
+represents: "us/states/fl/districts/house/56"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 56 (FL State House of Representatives District 56).
 
+Represents [FL State House of Representatives District 56](/us/states/fl/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/brian-hodgers.md b/data/jurisdictions/us/states/fl/people/brian-hodgers.md
index 2b4252e934..007ebf061a 100644
--- a/data/jurisdictions/us/states/fl/people/brian-hodgers.md
+++ b/data/jurisdictions/us/states/fl/people/brian-hodgers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 32"
+represents: "us/states/fl/districts/house/32"
 tenure:
   start: "2025-06-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 32 (FL State House of Representatives District 32).
 
+Represents [FL State House of Representatives District 32](/us/states/fl/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/brian-nathan.md b/data/jurisdictions/us/states/fl/people/brian-nathan.md
index 6ac3d3dd53..ddbf31e064 100644
--- a/data/jurisdictions/us/states/fl/people/brian-nathan.md
+++ b/data/jurisdictions/us/states/fl/people/brian-nathan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 14"
+represents: "us/states/fl/districts/senate/14"
 tenure:
   start: "2026-03-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 14 (FL State Senate District 14).
 
+Represents [FL State Senate District 14](/us/states/fl/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/bruce-antone.md b/data/jurisdictions/us/states/fl/people/bruce-antone.md
index 05f140318c..8612deeffb 100644
--- a/data/jurisdictions/us/states/fl/people/bruce-antone.md
+++ b/data/jurisdictions/us/states/fl/people/bruce-antone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 41"
+represents: "us/states/fl/districts/house/41"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 41 (FL State House of Representatives District 41).
 
+Represents [FL State House of Representatives District 41](/us/states/fl/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/bryan-avila.md b/data/jurisdictions/us/states/fl/people/bryan-avila.md
index bdc6e4b601..ec25d00d4a 100644
--- a/data/jurisdictions/us/states/fl/people/bryan-avila.md
+++ b/data/jurisdictions/us/states/fl/people/bryan-avila.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 39"
+represents: "us/states/fl/districts/senate/39"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 39 (FL State Senate District 39).
 
+Represents [FL State Senate District 39](/us/states/fl/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/carlos-smith.md b/data/jurisdictions/us/states/fl/people/carlos-smith.md
index 7b2b1dea13..0a16e14ea1 100644
--- a/data/jurisdictions/us/states/fl/people/carlos-smith.md
+++ b/data/jurisdictions/us/states/fl/people/carlos-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 17"
+represents: "us/states/fl/districts/senate/17"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 17 (FL State Senate District 17).
 
+Represents [FL State Senate District 17](/us/states/fl/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/chad-johnson.md b/data/jurisdictions/us/states/fl/people/chad-johnson.md
index cd05d9f92a..b66639cbba 100644
--- a/data/jurisdictions/us/states/fl/people/chad-johnson.md
+++ b/data/jurisdictions/us/states/fl/people/chad-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 22"
+represents: "us/states/fl/districts/house/22"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 22 (FL State House of Representatives District 22).
 
+Represents [FL State House of Representatives District 22](/us/states/fl/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/chase-tramont.md b/data/jurisdictions/us/states/fl/people/chase-tramont.md
index 4fc3aef2d0..d1dbb8517a 100644
--- a/data/jurisdictions/us/states/fl/people/chase-tramont.md
+++ b/data/jurisdictions/us/states/fl/people/chase-tramont.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 30"
+represents: "us/states/fl/districts/house/30"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 30 (FL State House of Representatives District 30).
 
+Represents [FL State House of Representatives District 30](/us/states/fl/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/chip-lamarca.md b/data/jurisdictions/us/states/fl/people/chip-lamarca.md
index a68d5add79..86155c8885 100644
--- a/data/jurisdictions/us/states/fl/people/chip-lamarca.md
+++ b/data/jurisdictions/us/states/fl/people/chip-lamarca.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 100"
+represents: "us/states/fl/districts/house/100"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 100 (FL State House of Representatives District 100).
 
+Represents [FL State House of Representatives District 100](/us/states/fl/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/christine-hunschofsky.md b/data/jurisdictions/us/states/fl/people/christine-hunschofsky.md
index 8a420161da..8a40ffd18d 100644
--- a/data/jurisdictions/us/states/fl/people/christine-hunschofsky.md
+++ b/data/jurisdictions/us/states/fl/people/christine-hunschofsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 95"
+represents: "us/states/fl/districts/house/95"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 95 (FL State House of Representatives District 95).
 
+Represents [FL State House of Representatives District 95](/us/states/fl/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/chuck-brannan.md b/data/jurisdictions/us/states/fl/people/chuck-brannan.md
index a2762f7d8c..6ef0ef46a6 100644
--- a/data/jurisdictions/us/states/fl/people/chuck-brannan.md
+++ b/data/jurisdictions/us/states/fl/people/chuck-brannan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 10"
+represents: "us/states/fl/districts/house/10"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 10 (FL State House of Representatives District 10).
 
+Represents [FL State House of Representatives District 10](/us/states/fl/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/clay-yarborough.md b/data/jurisdictions/us/states/fl/people/clay-yarborough.md
index 0c7eb54c6e..76977b27a3 100644
--- a/data/jurisdictions/us/states/fl/people/clay-yarborough.md
+++ b/data/jurisdictions/us/states/fl/people/clay-yarborough.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 4"
+represents: "us/states/fl/districts/senate/4"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 4 (FL State Senate District 4).
 
+Represents [FL State Senate District 4](/us/states/fl/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/colleen-burton.md b/data/jurisdictions/us/states/fl/people/colleen-burton.md
index dda87cfc91..2efa79524d 100644
--- a/data/jurisdictions/us/states/fl/people/colleen-burton.md
+++ b/data/jurisdictions/us/states/fl/people/colleen-burton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 12"
+represents: "us/states/fl/districts/senate/12"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 12 (FL State Senate District 12).
 
+Represents [FL State Senate District 12](/us/states/fl/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/corey-simon.md b/data/jurisdictions/us/states/fl/people/corey-simon.md
index f636d1cf53..9820f62dcb 100644
--- a/data/jurisdictions/us/states/fl/people/corey-simon.md
+++ b/data/jurisdictions/us/states/fl/people/corey-simon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 3"
+represents: "us/states/fl/districts/senate/3"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 3 (FL State Senate District 3).
 
+Represents [FL State Senate District 3](/us/states/fl/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/dan-daley.md b/data/jurisdictions/us/states/fl/people/dan-daley.md
index 02af6f2585..6c821bcfee 100644
--- a/data/jurisdictions/us/states/fl/people/dan-daley.md
+++ b/data/jurisdictions/us/states/fl/people/dan-daley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 96"
+represents: "us/states/fl/districts/house/96"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 96 (FL State House of Representatives District 96).
 
+Represents [FL State House of Representatives District 96](/us/states/fl/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/dana-trabulsy.md b/data/jurisdictions/us/states/fl/people/dana-trabulsy.md
index f155e54faa..57f37c1c6a 100644
--- a/data/jurisdictions/us/states/fl/people/dana-trabulsy.md
+++ b/data/jurisdictions/us/states/fl/people/dana-trabulsy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 84"
+represents: "us/states/fl/districts/house/84"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 84 (FL State House of Representatives District 84).
 
+Represents [FL State House of Representatives District 84](/us/states/fl/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/daniel-perez.md b/data/jurisdictions/us/states/fl/people/daniel-perez.md
index cc569b8c7b..ee6eb9ab01 100644
--- a/data/jurisdictions/us/states/fl/people/daniel-perez.md
+++ b/data/jurisdictions/us/states/fl/people/daniel-perez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 116"
+represents: "us/states/fl/districts/house/116"
 tenure:
   start: "2017-09-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 116 (FL State House of Representatives District 116).
 
+Represents [FL State House of Representatives District 116](/us/states/fl/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/danny-alvarez.md b/data/jurisdictions/us/states/fl/people/danny-alvarez.md
index c54cad9371..5515a75e08 100644
--- a/data/jurisdictions/us/states/fl/people/danny-alvarez.md
+++ b/data/jurisdictions/us/states/fl/people/danny-alvarez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 69"
+represents: "us/states/fl/districts/house/69"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 69 (FL State House of Representatives District 69).
 
+Represents [FL State House of Representatives District 69](/us/states/fl/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/danny-burgess.md b/data/jurisdictions/us/states/fl/people/danny-burgess.md
index 42fe0fa9f3..f9180d5f35 100644
--- a/data/jurisdictions/us/states/fl/people/danny-burgess.md
+++ b/data/jurisdictions/us/states/fl/people/danny-burgess.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 23"
+represents: "us/states/fl/districts/senate/23"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 23 (FL State Senate District 23).
 
+Represents [FL State Senate District 23](/us/states/fl/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/danny-nix.md b/data/jurisdictions/us/states/fl/people/danny-nix.md
index bfafa70c40..7414a76d25 100644
--- a/data/jurisdictions/us/states/fl/people/danny-nix.md
+++ b/data/jurisdictions/us/states/fl/people/danny-nix.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 75"
+represents: "us/states/fl/districts/house/75"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 75 (FL State House of Representatives District 75).
 
+Represents [FL State House of Representatives District 75](/us/states/fl/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/darryl-rouson.md b/data/jurisdictions/us/states/fl/people/darryl-rouson.md
index 9b70cd522c..20b8584980 100644
--- a/data/jurisdictions/us/states/fl/people/darryl-rouson.md
+++ b/data/jurisdictions/us/states/fl/people/darryl-rouson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 16"
+represents: "us/states/fl/districts/senate/16"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 16 (FL State Senate District 16).
 
+Represents [FL State Senate District 16](/us/states/fl/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/daryl-campbell.md b/data/jurisdictions/us/states/fl/people/daryl-campbell.md
index e8d12881ac..2fdf4bc958 100644
--- a/data/jurisdictions/us/states/fl/people/daryl-campbell.md
+++ b/data/jurisdictions/us/states/fl/people/daryl-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 99"
+represents: "us/states/fl/districts/house/99"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 99 (FL State House of Representatives District 99).
 
+Represents [FL State House of Representatives District 99](/us/states/fl/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/dave-smith.md b/data/jurisdictions/us/states/fl/people/dave-smith.md
index 2d8305c92e..10acc42610 100644
--- a/data/jurisdictions/us/states/fl/people/dave-smith.md
+++ b/data/jurisdictions/us/states/fl/people/dave-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 38"
+represents: "us/states/fl/districts/house/38"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 38 (FL State House of Representatives District 38).
 
+Represents [FL State House of Representatives District 38](/us/states/fl/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/david-borrero.md b/data/jurisdictions/us/states/fl/people/david-borrero.md
index 574a1e5b64..e1c5f5ecdc 100644
--- a/data/jurisdictions/us/states/fl/people/david-borrero.md
+++ b/data/jurisdictions/us/states/fl/people/david-borrero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 111"
+represents: "us/states/fl/districts/house/111"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 111 (FL State House of Representatives District 111).
 
+Represents [FL State House of Representatives District 111](/us/states/fl/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/dean-black.md b/data/jurisdictions/us/states/fl/people/dean-black.md
index 57c2a9cbee..c1051319af 100644
--- a/data/jurisdictions/us/states/fl/people/dean-black.md
+++ b/data/jurisdictions/us/states/fl/people/dean-black.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 15"
+represents: "us/states/fl/districts/house/15"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 15 (FL State House of Representatives District 15).
 
+Represents [FL State House of Representatives District 15](/us/states/fl/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/debbie-mayfield.md b/data/jurisdictions/us/states/fl/people/debbie-mayfield.md
index 45114b3976..b91e6658c6 100644
--- a/data/jurisdictions/us/states/fl/people/debbie-mayfield.md
+++ b/data/jurisdictions/us/states/fl/people/debbie-mayfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 19"
+represents: "us/states/fl/districts/senate/19"
 tenure:
   start: "2025-06-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 19 (FL State Senate District 19).
 
+Represents [FL State Senate District 19](/us/states/fl/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/debra-tendrich.md b/data/jurisdictions/us/states/fl/people/debra-tendrich.md
index 940ebb55ac..3680afab89 100644
--- a/data/jurisdictions/us/states/fl/people/debra-tendrich.md
+++ b/data/jurisdictions/us/states/fl/people/debra-tendrich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 89"
+represents: "us/states/fl/districts/house/89"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 89 (FL State House of Representatives District 89).
 
+Represents [FL State House of Representatives District 89](/us/states/fl/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/demi-busatta.md b/data/jurisdictions/us/states/fl/people/demi-busatta.md
index d90f574e2d..d54bb93fde 100644
--- a/data/jurisdictions/us/states/fl/people/demi-busatta.md
+++ b/data/jurisdictions/us/states/fl/people/demi-busatta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 114"
+represents: "us/states/fl/districts/house/114"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 114 (FL State House of Representatives District 114).
 
+Represents [FL State House of Representatives District 114](/us/states/fl/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/dianne-hart-lowman.md b/data/jurisdictions/us/states/fl/people/dianne-hart-lowman.md
index 2c83aa0fbc..616f458bc7 100644
--- a/data/jurisdictions/us/states/fl/people/dianne-hart-lowman.md
+++ b/data/jurisdictions/us/states/fl/people/dianne-hart-lowman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 63"
+represents: "us/states/fl/districts/house/63"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 63 (FL State House of Representatives District 63).
 
+Represents [FL State House of Representatives District 63](/us/states/fl/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/don-gaetz.md b/data/jurisdictions/us/states/fl/people/don-gaetz.md
index 9126098d7e..422ed1c7aa 100644
--- a/data/jurisdictions/us/states/fl/people/don-gaetz.md
+++ b/data/jurisdictions/us/states/fl/people/don-gaetz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 1"
+represents: "us/states/fl/districts/senate/1"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 1 (FL State Senate District 1).
 
+Represents [FL State Senate District 1](/us/states/fl/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/dotie-joseph.md b/data/jurisdictions/us/states/fl/people/dotie-joseph.md
index 417c7a8dbf..930f46fcce 100644
--- a/data/jurisdictions/us/states/fl/people/dotie-joseph.md
+++ b/data/jurisdictions/us/states/fl/people/dotie-joseph.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 108"
+represents: "us/states/fl/districts/house/108"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 108 (FL State House of Representatives District 108).
 
+Represents [FL State House of Representatives District 108](/us/states/fl/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/doug-bankson.md b/data/jurisdictions/us/states/fl/people/doug-bankson.md
index ab28416994..5e225f603e 100644
--- a/data/jurisdictions/us/states/fl/people/doug-bankson.md
+++ b/data/jurisdictions/us/states/fl/people/doug-bankson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 39"
+represents: "us/states/fl/districts/house/39"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 39 (FL State House of Representatives District 39).
 
+Represents [FL State House of Representatives District 39](/us/states/fl/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/ed-hooper.md b/data/jurisdictions/us/states/fl/people/ed-hooper.md
index 87d50b16ec..3610ff9f00 100644
--- a/data/jurisdictions/us/states/fl/people/ed-hooper.md
+++ b/data/jurisdictions/us/states/fl/people/ed-hooper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 21"
+represents: "us/states/fl/districts/senate/21"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 21 (FL State Senate District 21).
 
+Represents [FL State Senate District 21](/us/states/fl/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/emily-gregory.md b/data/jurisdictions/us/states/fl/people/emily-gregory.md
index 05de341304..b449ede431 100644
--- a/data/jurisdictions/us/states/fl/people/emily-gregory.md
+++ b/data/jurisdictions/us/states/fl/people/emily-gregory.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 87"
+represents: "us/states/fl/districts/house/87"
 tenure:
   start: "2026-03-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 87 (FL State House of Representatives District 87).
 
+Represents [FL State House of Representatives District 87](/us/states/fl/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/erika-booth.md b/data/jurisdictions/us/states/fl/people/erika-booth.md
index 64661e5078..2ac7447d1b 100644
--- a/data/jurisdictions/us/states/fl/people/erika-booth.md
+++ b/data/jurisdictions/us/states/fl/people/erika-booth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 35"
+represents: "us/states/fl/districts/house/35"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 35 (FL State House of Representatives District 35).
 
+Represents [FL State House of Representatives District 35](/us/states/fl/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/erin-grall.md b/data/jurisdictions/us/states/fl/people/erin-grall.md
index 9f6604dc47..2ca08d9822 100644
--- a/data/jurisdictions/us/states/fl/people/erin-grall.md
+++ b/data/jurisdictions/us/states/fl/people/erin-grall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 29"
+represents: "us/states/fl/districts/senate/29"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 29 (FL State Senate District 29).
 
+Represents [FL State Senate District 29](/us/states/fl/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/fabian-basabe.md b/data/jurisdictions/us/states/fl/people/fabian-basabe.md
index 66990f4437..d81e9cd12b 100644
--- a/data/jurisdictions/us/states/fl/people/fabian-basabe.md
+++ b/data/jurisdictions/us/states/fl/people/fabian-basabe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 106"
+represents: "us/states/fl/districts/house/106"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 106 (FL State House of Representatives District 106).
 
+Represents [FL State House of Representatives District 106](/us/states/fl/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/felicia-robinson.md b/data/jurisdictions/us/states/fl/people/felicia-robinson.md
index f7c1cbe23b..a2cb734dab 100644
--- a/data/jurisdictions/us/states/fl/people/felicia-robinson.md
+++ b/data/jurisdictions/us/states/fl/people/felicia-robinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 104"
+represents: "us/states/fl/districts/house/104"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 104 (FL State House of Representatives District 104).
 
+Represents [FL State House of Representatives District 104](/us/states/fl/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/fentrice-driskell.md b/data/jurisdictions/us/states/fl/people/fentrice-driskell.md
index 3a887f059a..0837ca0bb5 100644
--- a/data/jurisdictions/us/states/fl/people/fentrice-driskell.md
+++ b/data/jurisdictions/us/states/fl/people/fentrice-driskell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 67"
+represents: "us/states/fl/districts/house/67"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 67 (FL State House of Representatives District 67).
 
+Represents [FL State House of Representatives District 67](/us/states/fl/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/fiona-mcfarland.md b/data/jurisdictions/us/states/fl/people/fiona-mcfarland.md
index b2b6c4b48f..7a3f3135c5 100644
--- a/data/jurisdictions/us/states/fl/people/fiona-mcfarland.md
+++ b/data/jurisdictions/us/states/fl/people/fiona-mcfarland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 73"
+represents: "us/states/fl/districts/house/73"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 73 (FL State House of Representatives District 73).
 
+Represents [FL State House of Representatives District 73](/us/states/fl/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/gallop-franklin.md b/data/jurisdictions/us/states/fl/people/gallop-franklin.md
index de5b2d94a4..4e774109d1 100644
--- a/data/jurisdictions/us/states/fl/people/gallop-franklin.md
+++ b/data/jurisdictions/us/states/fl/people/gallop-franklin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 8"
+represents: "us/states/fl/districts/house/8"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 8 (FL State House of Representatives District 8).
 
+Represents [FL State House of Representatives District 8](/us/states/fl/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/gayle-harrell.md b/data/jurisdictions/us/states/fl/people/gayle-harrell.md
index eca4bc8bbc..8763aa3932 100644
--- a/data/jurisdictions/us/states/fl/people/gayle-harrell.md
+++ b/data/jurisdictions/us/states/fl/people/gayle-harrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 31"
+represents: "us/states/fl/districts/senate/31"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 31 (FL State Senate District 31).
 
+Represents [FL State Senate District 31](/us/states/fl/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/griff-griffitts.md b/data/jurisdictions/us/states/fl/people/griff-griffitts.md
index 1d2ec5acc0..3015fe18e5 100644
--- a/data/jurisdictions/us/states/fl/people/griff-griffitts.md
+++ b/data/jurisdictions/us/states/fl/people/griff-griffitts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 6"
+represents: "us/states/fl/districts/house/6"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 6 (FL State House of Representatives District 6).
 
+Represents [FL State House of Representatives District 6](/us/states/fl/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/hilary-holley.md b/data/jurisdictions/us/states/fl/people/hilary-holley.md
index ae20bcc462..8027a434c7 100644
--- a/data/jurisdictions/us/states/fl/people/hilary-holley.md
+++ b/data/jurisdictions/us/states/fl/people/hilary-holley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 51"
+represents: "us/states/fl/districts/house/51"
 tenure:
   start: "2026-03-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 51 (FL State House of Representatives District 51).
 
+Represents [FL State House of Representatives District 51](/us/states/fl/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/hillary-cassel.md b/data/jurisdictions/us/states/fl/people/hillary-cassel.md
index ac7c4fe3f7..90456341ab 100644
--- a/data/jurisdictions/us/states/fl/people/hillary-cassel.md
+++ b/data/jurisdictions/us/states/fl/people/hillary-cassel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 101"
+represents: "us/states/fl/districts/house/101"
 tenure:
   start: "2024-12-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 101 (FL State House of Representatives District 101).
 
+Represents [FL State House of Representatives District 101](/us/states/fl/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/ileana-garcia.md b/data/jurisdictions/us/states/fl/people/ileana-garcia.md
index fc51975218..297a41e70f 100644
--- a/data/jurisdictions/us/states/fl/people/ileana-garcia.md
+++ b/data/jurisdictions/us/states/fl/people/ileana-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 36"
+represents: "us/states/fl/districts/senate/36"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 36 (FL State Senate District 36).
 
+Represents [FL State Senate District 36](/us/states/fl/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/j-j-grow.md b/data/jurisdictions/us/states/fl/people/j-j-grow.md
index c87fe09fdc..573cd37ba3 100644
--- a/data/jurisdictions/us/states/fl/people/j-j-grow.md
+++ b/data/jurisdictions/us/states/fl/people/j-j-grow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 23"
+represents: "us/states/fl/districts/house/23"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 23 (FL State House of Representatives District 23).
 
+Represents [FL State House of Representatives District 23](/us/states/fl/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/james-buchanan.md b/data/jurisdictions/us/states/fl/people/james-buchanan.md
index bca862d927..5036d20d69 100644
--- a/data/jurisdictions/us/states/fl/people/james-buchanan.md
+++ b/data/jurisdictions/us/states/fl/people/james-buchanan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 74"
+represents: "us/states/fl/districts/house/74"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 74 (FL State House of Representatives District 74).
 
+Represents [FL State House of Representatives District 74](/us/states/fl/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jason-brodeur.md b/data/jurisdictions/us/states/fl/people/jason-brodeur.md
index a83c34571a..3230548226 100644
--- a/data/jurisdictions/us/states/fl/people/jason-brodeur.md
+++ b/data/jurisdictions/us/states/fl/people/jason-brodeur.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 10"
+represents: "us/states/fl/districts/senate/10"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 10 (FL State Senate District 10).
 
+Represents [FL State Senate District 10](/us/states/fl/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jason-pizzo.md b/data/jurisdictions/us/states/fl/people/jason-pizzo.md
index e4bf869cc1..d6a832f1d7 100644
--- a/data/jurisdictions/us/states/fl/people/jason-pizzo.md
+++ b/data/jurisdictions/us/states/fl/people/jason-pizzo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 37"
+represents: "us/states/fl/districts/senate/37"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 37 (FL State Senate District 37).
 
+Represents [FL State Senate District 37](/us/states/fl/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jason-shoaf.md b/data/jurisdictions/us/states/fl/people/jason-shoaf.md
index d6a2ae9f92..f6bf360499 100644
--- a/data/jurisdictions/us/states/fl/people/jason-shoaf.md
+++ b/data/jurisdictions/us/states/fl/people/jason-shoaf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 7"
+represents: "us/states/fl/districts/house/7"
 tenure:
   start: "2019-06-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 7 (FL State House of Representatives District 7).
 
+Represents [FL State House of Representatives District 7](/us/states/fl/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jay-trumbull.md b/data/jurisdictions/us/states/fl/people/jay-trumbull.md
index 52496b5c61..b2699c0c77 100644
--- a/data/jurisdictions/us/states/fl/people/jay-trumbull.md
+++ b/data/jurisdictions/us/states/fl/people/jay-trumbull.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 2"
+represents: "us/states/fl/districts/senate/2"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 2 (FL State Senate District 2).
 
+Represents [FL State Senate District 2](/us/states/fl/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jeff-holcomb.md b/data/jurisdictions/us/states/fl/people/jeff-holcomb.md
index 72cac4c0a4..57f863d079 100644
--- a/data/jurisdictions/us/states/fl/people/jeff-holcomb.md
+++ b/data/jurisdictions/us/states/fl/people/jeff-holcomb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 53"
+represents: "us/states/fl/districts/house/53"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 53 (FL State House of Representatives District 53).
 
+Represents [FL State House of Representatives District 53](/us/states/fl/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jennifer-bradley.md b/data/jurisdictions/us/states/fl/people/jennifer-bradley.md
index 8e366fbefb..d091b80ba3 100644
--- a/data/jurisdictions/us/states/fl/people/jennifer-bradley.md
+++ b/data/jurisdictions/us/states/fl/people/jennifer-bradley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 6"
+represents: "us/states/fl/districts/senate/6"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 6 (FL State Senate District 6).
 
+Represents [FL State Senate District 6](/us/states/fl/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jennifer-canady.md b/data/jurisdictions/us/states/fl/people/jennifer-canady.md
index 01f65714c5..d331e82a94 100644
--- a/data/jurisdictions/us/states/fl/people/jennifer-canady.md
+++ b/data/jurisdictions/us/states/fl/people/jennifer-canady.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 50"
+represents: "us/states/fl/districts/house/50"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 50 (FL State House of Representatives District 50).
 
+Represents [FL State House of Representatives District 50](/us/states/fl/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jennifer-kincart-jonsson.md b/data/jurisdictions/us/states/fl/people/jennifer-kincart-jonsson.md
index f85fb9ee2a..57670b1d7f 100644
--- a/data/jurisdictions/us/states/fl/people/jennifer-kincart-jonsson.md
+++ b/data/jurisdictions/us/states/fl/people/jennifer-kincart-jonsson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 49"
+represents: "us/states/fl/districts/house/49"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 49 (FL State House of Representatives District 49).
 
+Represents [FL State House of Representatives District 49](/us/states/fl/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jessica-baker.md b/data/jurisdictions/us/states/fl/people/jessica-baker.md
index 767479787e..16bba418ec 100644
--- a/data/jurisdictions/us/states/fl/people/jessica-baker.md
+++ b/data/jurisdictions/us/states/fl/people/jessica-baker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 17"
+represents: "us/states/fl/districts/house/17"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 17 (FL State House of Representatives District 17).
 
+Represents [FL State House of Representatives District 17](/us/states/fl/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jim-boyd.md b/data/jurisdictions/us/states/fl/people/jim-boyd.md
index 153cedef3c..71529ee434 100644
--- a/data/jurisdictions/us/states/fl/people/jim-boyd.md
+++ b/data/jurisdictions/us/states/fl/people/jim-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 20"
+represents: "us/states/fl/districts/senate/20"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 20 (FL State Senate District 20).
 
+Represents [FL State Senate District 20](/us/states/fl/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jim-mooney.md b/data/jurisdictions/us/states/fl/people/jim-mooney.md
index 6e9c2f956e..74369fcc9c 100644
--- a/data/jurisdictions/us/states/fl/people/jim-mooney.md
+++ b/data/jurisdictions/us/states/fl/people/jim-mooney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 120"
+represents: "us/states/fl/districts/house/120"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 120 (FL State House of Representatives District 120).
 
+Represents [FL State House of Representatives District 120](/us/states/fl/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/joe-gruters.md b/data/jurisdictions/us/states/fl/people/joe-gruters.md
index 1c2e9c5d8f..ae8f682d0f 100644
--- a/data/jurisdictions/us/states/fl/people/joe-gruters.md
+++ b/data/jurisdictions/us/states/fl/people/joe-gruters.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 22"
+represents: "us/states/fl/districts/senate/22"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 22 (FL State Senate District 22).
 
+Represents [FL State Senate District 22](/us/states/fl/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/johanna-lopez.md b/data/jurisdictions/us/states/fl/people/johanna-lopez.md
index e698b5e8d4..997e69826a 100644
--- a/data/jurisdictions/us/states/fl/people/johanna-lopez.md
+++ b/data/jurisdictions/us/states/fl/people/johanna-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 43"
+represents: "us/states/fl/districts/house/43"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 43 (FL State House of Representatives District 43).
 
+Represents [FL State House of Representatives District 43](/us/states/fl/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/john-snyder.md b/data/jurisdictions/us/states/fl/people/john-snyder.md
index e74dc63bf5..11cc878443 100644
--- a/data/jurisdictions/us/states/fl/people/john-snyder.md
+++ b/data/jurisdictions/us/states/fl/people/john-snyder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 86"
+represents: "us/states/fl/districts/house/86"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 86 (FL State House of Representatives District 86).
 
+Represents [FL State House of Representatives District 86](/us/states/fl/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jon-albert.md b/data/jurisdictions/us/states/fl/people/jon-albert.md
index aacf07c1fb..b4f1a37d13 100644
--- a/data/jurisdictions/us/states/fl/people/jon-albert.md
+++ b/data/jurisdictions/us/states/fl/people/jon-albert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 48"
+represents: "us/states/fl/districts/house/48"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 48 (FL State House of Representatives District 48).
 
+Represents [FL State House of Representatives District 48](/us/states/fl/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jonathan-martin.md b/data/jurisdictions/us/states/fl/people/jonathan-martin.md
index 80b7d3a629..a89fbb2bd2 100644
--- a/data/jurisdictions/us/states/fl/people/jonathan-martin.md
+++ b/data/jurisdictions/us/states/fl/people/jonathan-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 33"
+represents: "us/states/fl/districts/senate/33"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 33 (FL State Senate District 33).
 
+Represents [FL State Senate District 33](/us/states/fl/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/jose-alvarez.md b/data/jurisdictions/us/states/fl/people/jose-alvarez.md
index c4fb78ce69..be44e95b1b 100644
--- a/data/jurisdictions/us/states/fl/people/jose-alvarez.md
+++ b/data/jurisdictions/us/states/fl/people/jose-alvarez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 46"
+represents: "us/states/fl/districts/house/46"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 46 (FL State House of Representatives District 46).
 
+Represents [FL State House of Representatives District 46](/us/states/fl/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/juan-porras.md b/data/jurisdictions/us/states/fl/people/juan-porras.md
index 2b5786ee91..55e59a811f 100644
--- a/data/jurisdictions/us/states/fl/people/juan-porras.md
+++ b/data/jurisdictions/us/states/fl/people/juan-porras.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 119"
+represents: "us/states/fl/districts/house/119"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 119 (FL State House of Representatives District 119).
 
+Represents [FL State House of Representatives District 119](/us/states/fl/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/judson-sapp.md b/data/jurisdictions/us/states/fl/people/judson-sapp.md
index 826e07fae5..0a3761de33 100644
--- a/data/jurisdictions/us/states/fl/people/judson-sapp.md
+++ b/data/jurisdictions/us/states/fl/people/judson-sapp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 20"
+represents: "us/states/fl/districts/house/20"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 20 (FL State House of Representatives District 20).
 
+Represents [FL State House of Representatives District 20](/us/states/fl/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/karen-gonzalez-pittman.md b/data/jurisdictions/us/states/fl/people/karen-gonzalez-pittman.md
index 1e281ffc70..d667809106 100644
--- a/data/jurisdictions/us/states/fl/people/karen-gonzalez-pittman.md
+++ b/data/jurisdictions/us/states/fl/people/karen-gonzalez-pittman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 65"
+represents: "us/states/fl/districts/house/65"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 65 (FL State House of Representatives District 65).
 
+Represents [FL State House of Representatives District 65](/us/states/fl/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/kathleen-passidomo.md b/data/jurisdictions/us/states/fl/people/kathleen-passidomo.md
index c72fe50327..756d1946b6 100644
--- a/data/jurisdictions/us/states/fl/people/kathleen-passidomo.md
+++ b/data/jurisdictions/us/states/fl/people/kathleen-passidomo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 28"
+represents: "us/states/fl/districts/senate/28"
 tenure:
   start: "2016-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 28 (FL State Senate District 28).
 
+Represents [FL State Senate District 28](/us/states/fl/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/kaylee-tuck.md b/data/jurisdictions/us/states/fl/people/kaylee-tuck.md
index fce6debaf1..d15f6f01b0 100644
--- a/data/jurisdictions/us/states/fl/people/kaylee-tuck.md
+++ b/data/jurisdictions/us/states/fl/people/kaylee-tuck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 83"
+represents: "us/states/fl/districts/house/83"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 83 (FL State House of Representatives District 83).
 
+Represents [FL State House of Representatives District 83](/us/states/fl/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/keith-truenow.md b/data/jurisdictions/us/states/fl/people/keith-truenow.md
index 1a0017f664..79a18340e2 100644
--- a/data/jurisdictions/us/states/fl/people/keith-truenow.md
+++ b/data/jurisdictions/us/states/fl/people/keith-truenow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 13"
+represents: "us/states/fl/districts/senate/13"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 13 (FL State Senate District 13).
 
+Represents [FL State Senate District 13](/us/states/fl/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/kelly-skidmore.md b/data/jurisdictions/us/states/fl/people/kelly-skidmore.md
index 4d4f33a593..cec4311c1c 100644
--- a/data/jurisdictions/us/states/fl/people/kelly-skidmore.md
+++ b/data/jurisdictions/us/states/fl/people/kelly-skidmore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 92"
+represents: "us/states/fl/districts/house/92"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 92 (FL State House of Representatives District 92).
 
+Represents [FL State House of Representatives District 92](/us/states/fl/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/kevin-chambliss.md b/data/jurisdictions/us/states/fl/people/kevin-chambliss.md
index 948e82ee3a..68e7fc2eac 100644
--- a/data/jurisdictions/us/states/fl/people/kevin-chambliss.md
+++ b/data/jurisdictions/us/states/fl/people/kevin-chambliss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 117"
+represents: "us/states/fl/districts/house/117"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 117 (FL State House of Representatives District 117).
 
+Represents [FL State House of Representatives District 117](/us/states/fl/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/kevin-steele.md b/data/jurisdictions/us/states/fl/people/kevin-steele.md
index c44938d58b..17c3b44810 100644
--- a/data/jurisdictions/us/states/fl/people/kevin-steele.md
+++ b/data/jurisdictions/us/states/fl/people/kevin-steele.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 55"
+represents: "us/states/fl/districts/house/55"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 55 (FL State House of Representatives District 55).
 
+Represents [FL State House of Representatives District 55](/us/states/fl/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/kim-berfield.md b/data/jurisdictions/us/states/fl/people/kim-berfield.md
index b115e01bb6..f1d74b0c14 100644
--- a/data/jurisdictions/us/states/fl/people/kim-berfield.md
+++ b/data/jurisdictions/us/states/fl/people/kim-berfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 58"
+represents: "us/states/fl/districts/house/58"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 58 (FL State House of Representatives District 58).
 
+Represents [FL State House of Representatives District 58](/us/states/fl/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/kim-daniels.md b/data/jurisdictions/us/states/fl/people/kim-daniels.md
index a1966b019f..1e930a9cab 100644
--- a/data/jurisdictions/us/states/fl/people/kim-daniels.md
+++ b/data/jurisdictions/us/states/fl/people/kim-daniels.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 14"
+represents: "us/states/fl/districts/house/14"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 14 (FL State House of Representatives District 14).
 
+Represents [FL State House of Representatives District 14](/us/states/fl/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/kim-kendall.md b/data/jurisdictions/us/states/fl/people/kim-kendall.md
index 1c7c19bd6a..7f4fdc5dce 100644
--- a/data/jurisdictions/us/states/fl/people/kim-kendall.md
+++ b/data/jurisdictions/us/states/fl/people/kim-kendall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 18"
+represents: "us/states/fl/districts/house/18"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 18 (FL State House of Representatives District 18).
 
+Represents [FL State House of Representatives District 18](/us/states/fl/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/kiyan-michael.md b/data/jurisdictions/us/states/fl/people/kiyan-michael.md
index 29e2f83cbc..8892e198e6 100644
--- a/data/jurisdictions/us/states/fl/people/kiyan-michael.md
+++ b/data/jurisdictions/us/states/fl/people/kiyan-michael.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 16"
+represents: "us/states/fl/districts/house/16"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 16 (FL State House of Representatives District 16).
 
+Represents [FL State House of Representatives District 16](/us/states/fl/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/kristen-arrington.md b/data/jurisdictions/us/states/fl/people/kristen-arrington.md
index a3a3f99f2e..76494bbe0f 100644
--- a/data/jurisdictions/us/states/fl/people/kristen-arrington.md
+++ b/data/jurisdictions/us/states/fl/people/kristen-arrington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 25"
+represents: "us/states/fl/districts/senate/25"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 25 (FL State Senate District 25).
 
+Represents [FL State Senate District 25](/us/states/fl/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/lauren-melo.md b/data/jurisdictions/us/states/fl/people/lauren-melo.md
index 22aa7fc28f..6eed7b2bf9 100644
--- a/data/jurisdictions/us/states/fl/people/lauren-melo.md
+++ b/data/jurisdictions/us/states/fl/people/lauren-melo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 82"
+represents: "us/states/fl/districts/house/82"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 82 (FL State House of Representatives District 82).
 
+Represents [FL State House of Representatives District 82](/us/states/fl/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/lavon-bracy-davis.md b/data/jurisdictions/us/states/fl/people/lavon-bracy-davis.md
index 7cbe0b35de..9ce6d4a51b 100644
--- a/data/jurisdictions/us/states/fl/people/lavon-bracy-davis.md
+++ b/data/jurisdictions/us/states/fl/people/lavon-bracy-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 15"
+represents: "us/states/fl/districts/senate/15"
 tenure:
   start: "2025-09-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 15 (FL State Senate District 15).
 
+Represents [FL State Senate District 15](/us/states/fl/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/lawrence-mcclure.md b/data/jurisdictions/us/states/fl/people/lawrence-mcclure.md
index 52e5caceb5..43609ac288 100644
--- a/data/jurisdictions/us/states/fl/people/lawrence-mcclure.md
+++ b/data/jurisdictions/us/states/fl/people/lawrence-mcclure.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 68"
+represents: "us/states/fl/districts/house/68"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 68 (FL State House of Representatives District 68).
 
+Represents [FL State House of Representatives District 68](/us/states/fl/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/leonard-spencer.md b/data/jurisdictions/us/states/fl/people/leonard-spencer.md
index 51c3d9d480..750753c29d 100644
--- a/data/jurisdictions/us/states/fl/people/leonard-spencer.md
+++ b/data/jurisdictions/us/states/fl/people/leonard-spencer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 45"
+represents: "us/states/fl/districts/house/45"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 45 (FL State House of Representatives District 45).
 
+Represents [FL State House of Representatives District 45](/us/states/fl/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/linda-chaney.md b/data/jurisdictions/us/states/fl/people/linda-chaney.md
index 36d50c482c..2e3071e47d 100644
--- a/data/jurisdictions/us/states/fl/people/linda-chaney.md
+++ b/data/jurisdictions/us/states/fl/people/linda-chaney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 61"
+represents: "us/states/fl/districts/house/61"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 61 (FL State House of Representatives District 61).
 
+Represents [FL State House of Representatives District 61](/us/states/fl/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/lindsay-cross.md b/data/jurisdictions/us/states/fl/people/lindsay-cross.md
index 86d0ca8c59..b1167e82d3 100644
--- a/data/jurisdictions/us/states/fl/people/lindsay-cross.md
+++ b/data/jurisdictions/us/states/fl/people/lindsay-cross.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 60"
+represents: "us/states/fl/districts/house/60"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 60 (FL State House of Representatives District 60).
 
+Represents [FL State House of Representatives District 60](/us/states/fl/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/lisa-dunkley.md b/data/jurisdictions/us/states/fl/people/lisa-dunkley.md
index 710ac61082..728ec9846a 100644
--- a/data/jurisdictions/us/states/fl/people/lisa-dunkley.md
+++ b/data/jurisdictions/us/states/fl/people/lisa-dunkley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 97"
+represents: "us/states/fl/districts/house/97"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 97 (FL State House of Representatives District 97).
 
+Represents [FL State House of Representatives District 97](/us/states/fl/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/lori-berman.md b/data/jurisdictions/us/states/fl/people/lori-berman.md
index 997d0e2692..7432f64019 100644
--- a/data/jurisdictions/us/states/fl/people/lori-berman.md
+++ b/data/jurisdictions/us/states/fl/people/lori-berman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 26"
+represents: "us/states/fl/districts/senate/26"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 26 (FL State Senate District 26).
 
+Represents [FL State Senate District 26](/us/states/fl/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/mack-bernard.md b/data/jurisdictions/us/states/fl/people/mack-bernard.md
index 79dfd30563..e55751f2dc 100644
--- a/data/jurisdictions/us/states/fl/people/mack-bernard.md
+++ b/data/jurisdictions/us/states/fl/people/mack-bernard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 24"
+represents: "us/states/fl/districts/senate/24"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 24 (FL State Senate District 24).
 
+Represents [FL State Senate District 24](/us/states/fl/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/marie-woodson.md b/data/jurisdictions/us/states/fl/people/marie-woodson.md
index 62d0932791..ae775da79d 100644
--- a/data/jurisdictions/us/states/fl/people/marie-woodson.md
+++ b/data/jurisdictions/us/states/fl/people/marie-woodson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 105"
+represents: "us/states/fl/districts/house/105"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 105 (FL State House of Representatives District 105).
 
+Represents [FL State House of Representatives District 105](/us/states/fl/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/meg-weinberger.md b/data/jurisdictions/us/states/fl/people/meg-weinberger.md
index 5392dfad2e..89997ccf4b 100644
--- a/data/jurisdictions/us/states/fl/people/meg-weinberger.md
+++ b/data/jurisdictions/us/states/fl/people/meg-weinberger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 94"
+represents: "us/states/fl/districts/house/94"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 94 (FL State House of Representatives District 94).
 
+Represents [FL State House of Representatives District 94](/us/states/fl/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/michael-owen.md b/data/jurisdictions/us/states/fl/people/michael-owen.md
index cb0183da28..9be98c83b4 100644
--- a/data/jurisdictions/us/states/fl/people/michael-owen.md
+++ b/data/jurisdictions/us/states/fl/people/michael-owen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 70"
+represents: "us/states/fl/districts/house/70"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 70 (FL State House of Representatives District 70).
 
+Represents [FL State House of Representatives District 70](/us/states/fl/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/michele-rayner.md b/data/jurisdictions/us/states/fl/people/michele-rayner.md
index a3d15bcf8a..01d71f7338 100644
--- a/data/jurisdictions/us/states/fl/people/michele-rayner.md
+++ b/data/jurisdictions/us/states/fl/people/michele-rayner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 62"
+represents: "us/states/fl/districts/house/62"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 62 (FL State House of Representatives District 62).
 
+Represents [FL State House of Representatives District 62](/us/states/fl/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/michelle-salzman.md b/data/jurisdictions/us/states/fl/people/michelle-salzman.md
index 8f882c6322..d2638ee710 100644
--- a/data/jurisdictions/us/states/fl/people/michelle-salzman.md
+++ b/data/jurisdictions/us/states/fl/people/michelle-salzman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 1"
+represents: "us/states/fl/districts/house/1"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 1 (FL State House of Representatives District 1).
 
+Represents [FL State House of Representatives District 1](/us/states/fl/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/mike-giallombardo.md b/data/jurisdictions/us/states/fl/people/mike-giallombardo.md
index 1b86c999b2..02f276616c 100644
--- a/data/jurisdictions/us/states/fl/people/mike-giallombardo.md
+++ b/data/jurisdictions/us/states/fl/people/mike-giallombardo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 79"
+represents: "us/states/fl/districts/house/79"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 79 (FL State House of Representatives District 79).
 
+Represents [FL State House of Representatives District 79](/us/states/fl/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/mike-gottlieb.md b/data/jurisdictions/us/states/fl/people/mike-gottlieb.md
index e9b95ff029..2ff09f1b0d 100644
--- a/data/jurisdictions/us/states/fl/people/mike-gottlieb.md
+++ b/data/jurisdictions/us/states/fl/people/mike-gottlieb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 102"
+represents: "us/states/fl/districts/house/102"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 102 (FL State House of Representatives District 102).
 
+Represents [FL State House of Representatives District 102](/us/states/fl/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/mike-redondo.md b/data/jurisdictions/us/states/fl/people/mike-redondo.md
index 92981d0781..2c796d53a1 100644
--- a/data/jurisdictions/us/states/fl/people/mike-redondo.md
+++ b/data/jurisdictions/us/states/fl/people/mike-redondo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 118"
+represents: "us/states/fl/districts/house/118"
 tenure:
   start: "2023-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 118 (FL State House of Representatives District 118).
 
+Represents [FL State House of Representatives District 118](/us/states/fl/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/mitch-rosenwald.md b/data/jurisdictions/us/states/fl/people/mitch-rosenwald.md
index ad5427e209..699cc5a756 100644
--- a/data/jurisdictions/us/states/fl/people/mitch-rosenwald.md
+++ b/data/jurisdictions/us/states/fl/people/mitch-rosenwald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 98"
+represents: "us/states/fl/districts/house/98"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 98 (FL State House of Representatives District 98).
 
+Represents [FL State House of Representatives District 98](/us/states/fl/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/monique-miller.md b/data/jurisdictions/us/states/fl/people/monique-miller.md
index 0e53a4fa68..e8326e298b 100644
--- a/data/jurisdictions/us/states/fl/people/monique-miller.md
+++ b/data/jurisdictions/us/states/fl/people/monique-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 33"
+represents: "us/states/fl/districts/house/33"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 33 (FL State House of Representatives District 33).
 
+Represents [FL State House of Representatives District 33](/us/states/fl/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/nan-cobb.md b/data/jurisdictions/us/states/fl/people/nan-cobb.md
index 29016315a7..6f1bf6255f 100644
--- a/data/jurisdictions/us/states/fl/people/nan-cobb.md
+++ b/data/jurisdictions/us/states/fl/people/nan-cobb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 26"
+represents: "us/states/fl/districts/house/26"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 26 (FL State House of Representatives District 26).
 
+Represents [FL State House of Representatives District 26](/us/states/fl/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/nathan-boyles.md b/data/jurisdictions/us/states/fl/people/nathan-boyles.md
index 1e7b9e8c02..84f5cacf48 100644
--- a/data/jurisdictions/us/states/fl/people/nathan-boyles.md
+++ b/data/jurisdictions/us/states/fl/people/nathan-boyles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 3"
+represents: "us/states/fl/districts/house/3"
 tenure:
   start: "2025-06-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 3 (FL State House of Representatives District 3).
 
+Represents [FL State House of Representatives District 3](/us/states/fl/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/nick-diceglie.md b/data/jurisdictions/us/states/fl/people/nick-diceglie.md
index c86c90d3cf..ca15a47e5f 100644
--- a/data/jurisdictions/us/states/fl/people/nick-diceglie.md
+++ b/data/jurisdictions/us/states/fl/people/nick-diceglie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 18"
+represents: "us/states/fl/districts/senate/18"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 18 (FL State Senate District 18).
 
+Represents [FL State Senate District 18](/us/states/fl/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/omar-blanco.md b/data/jurisdictions/us/states/fl/people/omar-blanco.md
index 925e3f2df6..b148298cec 100644
--- a/data/jurisdictions/us/states/fl/people/omar-blanco.md
+++ b/data/jurisdictions/us/states/fl/people/omar-blanco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 115"
+represents: "us/states/fl/districts/house/115"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 115 (FL State House of Representatives District 115).
 
+Represents [FL State House of Representatives District 115](/us/states/fl/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/patt-maney.md b/data/jurisdictions/us/states/fl/people/patt-maney.md
index 261f17b6d0..20b12784fa 100644
--- a/data/jurisdictions/us/states/fl/people/patt-maney.md
+++ b/data/jurisdictions/us/states/fl/people/patt-maney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 4"
+represents: "us/states/fl/districts/house/4"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 4 (FL State House of Representatives District 4).
 
+Represents [FL State House of Representatives District 4](/us/states/fl/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/paula-stark.md b/data/jurisdictions/us/states/fl/people/paula-stark.md
index 7ae6333efb..4259ae44c3 100644
--- a/data/jurisdictions/us/states/fl/people/paula-stark.md
+++ b/data/jurisdictions/us/states/fl/people/paula-stark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 47"
+represents: "us/states/fl/districts/house/47"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 47 (FL State House of Representatives District 47).
 
+Represents [FL State House of Representatives District 47](/us/states/fl/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/peggy-gossett-seidman.md b/data/jurisdictions/us/states/fl/people/peggy-gossett-seidman.md
index f985393d1c..97138baded 100644
--- a/data/jurisdictions/us/states/fl/people/peggy-gossett-seidman.md
+++ b/data/jurisdictions/us/states/fl/people/peggy-gossett-seidman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 91"
+represents: "us/states/fl/districts/house/91"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 91 (FL State House of Representatives District 91).
 
+Represents [FL State House of Representatives District 91](/us/states/fl/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/rachel-plakon.md b/data/jurisdictions/us/states/fl/people/rachel-plakon.md
index 515e59b571..0051537dec 100644
--- a/data/jurisdictions/us/states/fl/people/rachel-plakon.md
+++ b/data/jurisdictions/us/states/fl/people/rachel-plakon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 36"
+represents: "us/states/fl/districts/house/36"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 36 (FL State House of Representatives District 36).
 
+Represents [FL State House of Representatives District 36](/us/states/fl/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/ralph-massullo.md b/data/jurisdictions/us/states/fl/people/ralph-massullo.md
index a5bf70d4fd..b131b633df 100644
--- a/data/jurisdictions/us/states/fl/people/ralph-massullo.md
+++ b/data/jurisdictions/us/states/fl/people/ralph-massullo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 11"
+represents: "us/states/fl/districts/senate/11"
 tenure:
   start: "2025-12-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 11 (FL State Senate District 11).
 
+Represents [FL State Senate District 11](/us/states/fl/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/randy-maggard.md b/data/jurisdictions/us/states/fl/people/randy-maggard.md
index 959dc6a664..a832220dd4 100644
--- a/data/jurisdictions/us/states/fl/people/randy-maggard.md
+++ b/data/jurisdictions/us/states/fl/people/randy-maggard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 54"
+represents: "us/states/fl/districts/house/54"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 54 (FL State House of Representatives District 54).
 
+Represents [FL State House of Representatives District 54](/us/states/fl/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/rashon-young.md b/data/jurisdictions/us/states/fl/people/rashon-young.md
index 8da009297c..88f53dd4b6 100644
--- a/data/jurisdictions/us/states/fl/people/rashon-young.md
+++ b/data/jurisdictions/us/states/fl/people/rashon-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 40"
+represents: "us/states/fl/districts/house/40"
 tenure:
   start: "2025-09-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 40 (FL State House of Representatives District 40).
 
+Represents [FL State House of Representatives District 40](/us/states/fl/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/richard-gentry.md b/data/jurisdictions/us/states/fl/people/richard-gentry.md
index c169111bcc..5f741c4d78 100644
--- a/data/jurisdictions/us/states/fl/people/richard-gentry.md
+++ b/data/jurisdictions/us/states/fl/people/richard-gentry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 27"
+represents: "us/states/fl/districts/house/27"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 27 (FL State House of Representatives District 27).
 
+Represents [FL State House of Representatives District 27](/us/states/fl/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/rita-harris.md b/data/jurisdictions/us/states/fl/people/rita-harris.md
index 1eb030420e..bf1a2fa87d 100644
--- a/data/jurisdictions/us/states/fl/people/rita-harris.md
+++ b/data/jurisdictions/us/states/fl/people/rita-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 44"
+represents: "us/states/fl/districts/house/44"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 44 (FL State House of Representatives District 44).
 
+Represents [FL State House of Representatives District 44](/us/states/fl/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/rob-long.md b/data/jurisdictions/us/states/fl/people/rob-long.md
index e63e056848..ae4b993839 100644
--- a/data/jurisdictions/us/states/fl/people/rob-long.md
+++ b/data/jurisdictions/us/states/fl/people/rob-long.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 90"
+represents: "us/states/fl/districts/house/90"
 tenure:
   start: "2025-12-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 90 (FL State House of Representatives District 90).
 
+Represents [FL State House of Representatives District 90](/us/states/fl/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/robbie-brackett.md b/data/jurisdictions/us/states/fl/people/robbie-brackett.md
index e06b093505..1669ba3fdc 100644
--- a/data/jurisdictions/us/states/fl/people/robbie-brackett.md
+++ b/data/jurisdictions/us/states/fl/people/robbie-brackett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 34"
+represents: "us/states/fl/districts/house/34"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 34 (FL State House of Representatives District 34).
 
+Represents [FL State House of Representatives District 34](/us/states/fl/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/robin-bartleman.md b/data/jurisdictions/us/states/fl/people/robin-bartleman.md
index 92ea3ab96d..57801755b3 100644
--- a/data/jurisdictions/us/states/fl/people/robin-bartleman.md
+++ b/data/jurisdictions/us/states/fl/people/robin-bartleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 103"
+represents: "us/states/fl/districts/house/103"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 103 (FL State House of Representatives District 103).
 
+Represents [FL State House of Representatives District 103](/us/states/fl/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/rosalind-osgood.md b/data/jurisdictions/us/states/fl/people/rosalind-osgood.md
index 79e767d348..21b07a1ff5 100644
--- a/data/jurisdictions/us/states/fl/people/rosalind-osgood.md
+++ b/data/jurisdictions/us/states/fl/people/rosalind-osgood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 32"
+represents: "us/states/fl/districts/senate/32"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 32 (FL State Senate District 32).
 
+Represents [FL State Senate District 32](/us/states/fl/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/ryan-chamberlin.md b/data/jurisdictions/us/states/fl/people/ryan-chamberlin.md
index 2f2b761fbb..c286284200 100644
--- a/data/jurisdictions/us/states/fl/people/ryan-chamberlin.md
+++ b/data/jurisdictions/us/states/fl/people/ryan-chamberlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 24"
+represents: "us/states/fl/districts/house/24"
 tenure:
   start: "2023-05-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 24 (FL State House of Representatives District 24).
 
+Represents [FL State House of Representatives District 24](/us/states/fl/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/sam-garrison.md b/data/jurisdictions/us/states/fl/people/sam-garrison.md
index 4dd8c049a1..9d5067c857 100644
--- a/data/jurisdictions/us/states/fl/people/sam-garrison.md
+++ b/data/jurisdictions/us/states/fl/people/sam-garrison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 11"
+represents: "us/states/fl/districts/house/11"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 11 (FL State House of Representatives District 11).
 
+Represents [FL State House of Representatives District 11](/us/states/fl/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/sam-greco.md b/data/jurisdictions/us/states/fl/people/sam-greco.md
index 0cd19865c2..69ebe1a566 100644
--- a/data/jurisdictions/us/states/fl/people/sam-greco.md
+++ b/data/jurisdictions/us/states/fl/people/sam-greco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 19"
+represents: "us/states/fl/districts/house/19"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 19 (FL State House of Representatives District 19).
 
+Represents [FL State House of Representatives District 19](/us/states/fl/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/samantha-scott.md b/data/jurisdictions/us/states/fl/people/samantha-scott.md
index 9b7c83ab52..3b4ae1ae5f 100644
--- a/data/jurisdictions/us/states/fl/people/samantha-scott.md
+++ b/data/jurisdictions/us/states/fl/people/samantha-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 52"
+represents: "us/states/fl/districts/house/52"
 tenure:
   start: "2026-03-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 52 (FL State House of Representatives District 52).
 
+Represents [FL State House of Representatives District 52](/us/states/fl/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/shane-abbott.md b/data/jurisdictions/us/states/fl/people/shane-abbott.md
index 3b643e7a66..f83396c7f8 100644
--- a/data/jurisdictions/us/states/fl/people/shane-abbott.md
+++ b/data/jurisdictions/us/states/fl/people/shane-abbott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 5"
+represents: "us/states/fl/districts/house/5"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 5 (FL State House of Representatives District 5).
 
+Represents [FL State House of Representatives District 5](/us/states/fl/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/shev-jones.md b/data/jurisdictions/us/states/fl/people/shev-jones.md
index 8dfdd29fad..4d8d3052a9 100644
--- a/data/jurisdictions/us/states/fl/people/shev-jones.md
+++ b/data/jurisdictions/us/states/fl/people/shev-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 34"
+represents: "us/states/fl/districts/senate/34"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 34 (FL State Senate District 34).
 
+Represents [FL State Senate District 34](/us/states/fl/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/stan-mcclain.md b/data/jurisdictions/us/states/fl/people/stan-mcclain.md
index 59ad2d6e4d..4cf10fcd51 100644
--- a/data/jurisdictions/us/states/fl/people/stan-mcclain.md
+++ b/data/jurisdictions/us/states/fl/people/stan-mcclain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 9"
+represents: "us/states/fl/districts/senate/9"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 9 (FL State Senate District 9).
 
+Represents [FL State Senate District 9](/us/states/fl/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/susan-plasencia.md b/data/jurisdictions/us/states/fl/people/susan-plasencia.md
index 69c91d46b2..cf2e22e1cb 100644
--- a/data/jurisdictions/us/states/fl/people/susan-plasencia.md
+++ b/data/jurisdictions/us/states/fl/people/susan-plasencia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 37"
+represents: "us/states/fl/districts/house/37"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 37 (FL State House of Representatives District 37).
 
+Represents [FL State House of Representatives District 37](/us/states/fl/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/susan-valdes.md b/data/jurisdictions/us/states/fl/people/susan-valdes.md
index aaf703702a..b43371d82f 100644
--- a/data/jurisdictions/us/states/fl/people/susan-valdes.md
+++ b/data/jurisdictions/us/states/fl/people/susan-valdes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 64"
+represents: "us/states/fl/districts/house/64"
 tenure:
   start: "2024-12-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 64 (FL State House of Representatives District 64).
 
+Represents [FL State House of Representatives District 64](/us/states/fl/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/tae-edmonds.md b/data/jurisdictions/us/states/fl/people/tae-edmonds.md
index 5d0076a757..ad729c5b7a 100644
--- a/data/jurisdictions/us/states/fl/people/tae-edmonds.md
+++ b/data/jurisdictions/us/states/fl/people/tae-edmonds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 88"
+represents: "us/states/fl/districts/house/88"
 tenure:
   start: "2022-03-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 88 (FL State House of Representatives District 88).
 
+Represents [FL State House of Representatives District 88](/us/states/fl/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/taylor-yarkosky.md b/data/jurisdictions/us/states/fl/people/taylor-yarkosky.md
index 34a497942a..934ea328c3 100644
--- a/data/jurisdictions/us/states/fl/people/taylor-yarkosky.md
+++ b/data/jurisdictions/us/states/fl/people/taylor-yarkosky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 25"
+represents: "us/states/fl/districts/house/25"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 25 (FL State House of Representatives District 25).
 
+Represents [FL State House of Representatives District 25](/us/states/fl/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/tiffany-esposito.md b/data/jurisdictions/us/states/fl/people/tiffany-esposito.md
index 161e67b9eb..573ae47049 100644
--- a/data/jurisdictions/us/states/fl/people/tiffany-esposito.md
+++ b/data/jurisdictions/us/states/fl/people/tiffany-esposito.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 77"
+represents: "us/states/fl/districts/house/77"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 77 (FL State House of Representatives District 77).
 
+Represents [FL State House of Representatives District 77](/us/states/fl/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/tina-polsky.md b/data/jurisdictions/us/states/fl/people/tina-polsky.md
index e21ca14d4c..85f7fbeede 100644
--- a/data/jurisdictions/us/states/fl/people/tina-polsky.md
+++ b/data/jurisdictions/us/states/fl/people/tina-polsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 30"
+represents: "us/states/fl/districts/senate/30"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 30 (FL State Senate District 30).
 
+Represents [FL State Senate District 30](/us/states/fl/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/toby-overdorf.md b/data/jurisdictions/us/states/fl/people/toby-overdorf.md
index 58e523aa43..7d44f42f71 100644
--- a/data/jurisdictions/us/states/fl/people/toby-overdorf.md
+++ b/data/jurisdictions/us/states/fl/people/toby-overdorf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 85"
+represents: "us/states/fl/districts/house/85"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 85 (FL State House of Representatives District 85).
 
+Represents [FL State House of Representatives District 85](/us/states/fl/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/tom-fabricio.md b/data/jurisdictions/us/states/fl/people/tom-fabricio.md
index 8afae1d9f3..5c78151ecf 100644
--- a/data/jurisdictions/us/states/fl/people/tom-fabricio.md
+++ b/data/jurisdictions/us/states/fl/people/tom-fabricio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 110"
+represents: "us/states/fl/districts/house/110"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 110 (FL State House of Representatives District 110).
 
+Represents [FL State House of Representatives District 110](/us/states/fl/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/tom-leek.md b/data/jurisdictions/us/states/fl/people/tom-leek.md
index 92663e2855..6ad5d6782e 100644
--- a/data/jurisdictions/us/states/fl/people/tom-leek.md
+++ b/data/jurisdictions/us/states/fl/people/tom-leek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 7"
+represents: "us/states/fl/districts/senate/7"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 7 (FL State Senate District 7).
 
+Represents [FL State Senate District 7](/us/states/fl/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/tommy-wright.md b/data/jurisdictions/us/states/fl/people/tommy-wright.md
index ba26ac4ff7..c087f813c8 100644
--- a/data/jurisdictions/us/states/fl/people/tommy-wright.md
+++ b/data/jurisdictions/us/states/fl/people/tommy-wright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 8"
+represents: "us/states/fl/districts/senate/8"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 8 (FL State Senate District 8).
 
+Represents [FL State Senate District 8](/us/states/fl/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/traci-koster.md b/data/jurisdictions/us/states/fl/people/traci-koster.md
index 02ef121057..38aeb7dcb0 100644
--- a/data/jurisdictions/us/states/fl/people/traci-koster.md
+++ b/data/jurisdictions/us/states/fl/people/traci-koster.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 66"
+represents: "us/states/fl/districts/house/66"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 66 (FL State House of Representatives District 66).
 
+Represents [FL State House of Representatives District 66](/us/states/fl/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/tracie-davis.md b/data/jurisdictions/us/states/fl/people/tracie-davis.md
index c5b812310b..6aca6fe46b 100644
--- a/data/jurisdictions/us/states/fl/people/tracie-davis.md
+++ b/data/jurisdictions/us/states/fl/people/tracie-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State Senate District 5"
+represents: "us/states/fl/districts/senate/5"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL Senate District 5 (FL State Senate District 5).
 
+Represents [FL State Senate District 5](/us/states/fl/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/tyler-sirois.md b/data/jurisdictions/us/states/fl/people/tyler-sirois.md
index 23ea61466e..57334ece3d 100644
--- a/data/jurisdictions/us/states/fl/people/tyler-sirois.md
+++ b/data/jurisdictions/us/states/fl/people/tyler-sirois.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 31"
+represents: "us/states/fl/districts/house/31"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 31 (FL State House of Representatives District 31).
 
+Represents [FL State House of Representatives District 31](/us/states/fl/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/vanessa-oliver.md b/data/jurisdictions/us/states/fl/people/vanessa-oliver.md
index 88dc1d3307..09b7457a14 100644
--- a/data/jurisdictions/us/states/fl/people/vanessa-oliver.md
+++ b/data/jurisdictions/us/states/fl/people/vanessa-oliver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 76"
+represents: "us/states/fl/districts/house/76"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 76 (FL State House of Representatives District 76).
 
+Represents [FL State House of Representatives District 76](/us/states/fl/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/wallace-aristide.md b/data/jurisdictions/us/states/fl/people/wallace-aristide.md
index 755a752503..67c825224e 100644
--- a/data/jurisdictions/us/states/fl/people/wallace-aristide.md
+++ b/data/jurisdictions/us/states/fl/people/wallace-aristide.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 107"
+represents: "us/states/fl/districts/house/107"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 107 (FL State House of Representatives District 107).
 
+Represents [FL State House of Representatives District 107](/us/states/fl/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/webster-barnaby.md b/data/jurisdictions/us/states/fl/people/webster-barnaby.md
index 19077610b5..9dd1c2cb81 100644
--- a/data/jurisdictions/us/states/fl/people/webster-barnaby.md
+++ b/data/jurisdictions/us/states/fl/people/webster-barnaby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 29"
+represents: "us/states/fl/districts/house/29"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 29 (FL State House of Representatives District 29).
 
+Represents [FL State House of Representatives District 29](/us/states/fl/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/will-robinson.md b/data/jurisdictions/us/states/fl/people/will-robinson.md
index bd28d67cc3..f6b988e501 100644
--- a/data/jurisdictions/us/states/fl/people/will-robinson.md
+++ b/data/jurisdictions/us/states/fl/people/will-robinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 71"
+represents: "us/states/fl/districts/house/71"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 71 (FL State House of Representatives District 71).
 
+Represents [FL State House of Representatives District 71](/us/states/fl/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/wyman-duggan.md b/data/jurisdictions/us/states/fl/people/wyman-duggan.md
index 07eb704ef3..208fbc4f9d 100644
--- a/data/jurisdictions/us/states/fl/people/wyman-duggan.md
+++ b/data/jurisdictions/us/states/fl/people/wyman-duggan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 12"
+represents: "us/states/fl/districts/house/12"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 12 (FL State House of Representatives District 12).
 
+Represents [FL State House of Representatives District 12](/us/states/fl/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/yvette-benarroch.md b/data/jurisdictions/us/states/fl/people/yvette-benarroch.md
index 3d0f4c0a85..e871363150 100644
--- a/data/jurisdictions/us/states/fl/people/yvette-benarroch.md
+++ b/data/jurisdictions/us/states/fl/people/yvette-benarroch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 81"
+represents: "us/states/fl/districts/house/81"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 81 (FL State House of Representatives District 81).
 
+Represents [FL State House of Representatives District 81](/us/states/fl/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/fl/people/yvonne-hinson.md b/data/jurisdictions/us/states/fl/people/yvonne-hinson.md
index 802065edb7..2631e0c35d 100644
--- a/data/jurisdictions/us/states/fl/people/yvonne-hinson.md
+++ b/data/jurisdictions/us/states/fl/people/yvonne-hinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "FL"
 district: "FL State House of Representatives District 21"
+represents: "us/states/fl/districts/house/21"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current FL House District 21 (FL State House of Representatives District 21).
 
+Represents [FL State House of Representatives District 21](/us/states/fl/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/counties/appling/index.md b/data/jurisdictions/us/states/ga/counties/appling/index.md
index 15ae9f7ed2..b1b4bf3852 100644
--- a/data/jurisdictions/us/states/ga/counties/appling/index.md
+++ b/data/jurisdictions/us/states/ga/counties/appling/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 56
   hispanic: 1992
   bachelors_plus: 2060
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.9964
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/157"
+    rel: in-district
+    area_weight: 0.6221
+  - to: "us/states/ga/districts/house/178"
+    rel: in-district
+    area_weight: 0.3778
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1992 |
 | Bachelor's or higher | 2060 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 100% (congressional)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 100% (state senate)
+- [GA House District 157](/us/states/ga/districts/house/157.md) — 62% (state house)
+- [GA House District 178](/us/states/ga/districts/house/178.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/atkinson/index.md b/data/jurisdictions/us/states/ga/counties/atkinson/index.md
index dfc80bafd3..3c3aa297e2 100644
--- a/data/jurisdictions/us/states/ga/counties/atkinson/index.md
+++ b/data/jurisdictions/us/states/ga/counties/atkinson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 2295
   bachelors_plus: 710
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/house/176"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2295 |
 | Bachelor's or higher | 710 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 8](/us/states/ga/districts/senate/8.md) — 100% (state senate)
+- [GA House District 176](/us/states/ga/districts/house/176.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/bacon/index.md b/data/jurisdictions/us/states/ga/counties/bacon/index.md
index 1e8b94838b..f46b6a96b3 100644
--- a/data/jurisdictions/us/states/ga/counties/bacon/index.md
+++ b/data/jurisdictions/us/states/ga/counties/bacon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 944
   bachelors_plus: 1133
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/178"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 944 |
 | Bachelor's or higher | 1133 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 100% (congressional)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 100% (state senate)
+- [GA House District 178](/us/states/ga/districts/house/178.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/baker/index.md b/data/jurisdictions/us/states/ga/counties/baker/index.md
index 687a21a6ae..914604ff63 100644
--- a/data/jurisdictions/us/states/ga/counties/baker/index.md
+++ b/data/jurisdictions/us/states/ga/counties/baker/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 14
   hispanic: 118
   bachelors_plus: 512
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/154"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 118 |
 | Bachelor's or higher | 512 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA House District 154](/us/states/ga/districts/house/154.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/baldwin/index.md b/data/jurisdictions/us/states/ga/counties/baldwin/index.md
index 4c6f4dc22b..af0c4606cc 100644
--- a/data/jurisdictions/us/states/ga/counties/baldwin/index.md
+++ b/data/jurisdictions/us/states/ga/counties/baldwin/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 31
   hispanic: 1255
   bachelors_plus: 9908
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9935
+  - to: "us/states/ga/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/149"
+    rel: in-district
+    area_weight: 0.6751
+  - to: "us/states/ga/districts/house/128"
+    rel: in-district
+    area_weight: 0.3245
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1255 |
 | Bachelor's or higher | 9908 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 99% (congressional)
+- [GA Senate District 25](/us/states/ga/districts/senate/25.md) — 100% (state senate)
+- [GA House District 149](/us/states/ga/districts/house/149.md) — 68% (state house)
+- [GA House District 128](/us/states/ga/districts/house/128.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/banks/index.md b/data/jurisdictions/us/states/ga/counties/banks/index.md
index 47e5315fca..fe4f9d4af2 100644
--- a/data/jurisdictions/us/states/ga/counties/banks/index.md
+++ b/data/jurisdictions/us/states/ga/counties/banks/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 27
   hispanic: 1409
   bachelors_plus: 3370
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ga/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/32"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1409 |
 | Bachelor's or higher | 3370 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 100% (congressional)
+- [GA Senate District 50](/us/states/ga/districts/senate/50.md) — 100% (state senate)
+- [GA House District 32](/us/states/ga/districts/house/32.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/barrow/index.md b/data/jurisdictions/us/states/ga/counties/barrow/index.md
index 457c25dff5..6e20500675 100644
--- a/data/jurisdictions/us/states/ga/counties/barrow/index.md
+++ b/data/jurisdictions/us/states/ga/counties/barrow/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 514
   hispanic: 13741
   bachelors_plus: 17136
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9942
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.0058
+  - to: "us/states/ga/districts/senate/47"
+    rel: in-district
+    area_weight: 0.4514
+  - to: "us/states/ga/districts/senate/45"
+    rel: in-district
+    area_weight: 0.3941
+  - to: "us/states/ga/districts/senate/46"
+    rel: in-district
+    area_weight: 0.1545
+  - to: "us/states/ga/districts/house/119"
+    rel: in-district
+    area_weight: 0.655
+  - to: "us/states/ga/districts/house/104"
+    rel: in-district
+    area_weight: 0.2569
+  - to: "us/states/ga/districts/house/120"
+    rel: in-district
+    area_weight: 0.0872
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 13741 |
 | Bachelor's or higher | 17136 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 99% (congressional)
+- [GA-09](/us/states/ga/districts/09.md) — 1% (congressional)
+- [GA Senate District 47](/us/states/ga/districts/senate/47.md) — 45% (state senate)
+- [GA Senate District 45](/us/states/ga/districts/senate/45.md) — 39% (state senate)
+- [GA Senate District 46](/us/states/ga/districts/senate/46.md) — 15% (state senate)
+- [GA House District 119](/us/states/ga/districts/house/119.md) — 66% (state house)
+- [GA House District 104](/us/states/ga/districts/house/104.md) — 26% (state house)
+- [GA House District 120](/us/states/ga/districts/house/120.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/bartow/index.md b/data/jurisdictions/us/states/ga/counties/bartow/index.md
index 5106e43518..dd692c83e7 100644
--- a/data/jurisdictions/us/states/ga/counties/bartow/index.md
+++ b/data/jurisdictions/us/states/ga/counties/bartow/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 277
   hispanic: 12015
   bachelors_plus: 25016
+districts:
+  - to: "us/states/ga/districts/11"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/ga/districts/senate/52"
+    rel: in-district
+    area_weight: 0.9096
+  - to: "us/states/ga/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0903
+  - to: "us/states/ga/districts/house/14"
+    rel: in-district
+    area_weight: 0.6878
+  - to: "us/states/ga/districts/house/15"
+    rel: in-district
+    area_weight: 0.3121
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12015 |
 | Bachelor's or higher | 25016 |
 
+## Districts
+
+- [GA-11](/us/states/ga/districts/11.md) — 100% (congressional)
+- [GA Senate District 52](/us/states/ga/districts/senate/52.md) — 91% (state senate)
+- [GA Senate District 37](/us/states/ga/districts/senate/37.md) — 9% (state senate)
+- [GA House District 14](/us/states/ga/districts/house/14.md) — 69% (state house)
+- [GA House District 15](/us/states/ga/districts/house/15.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/ben-hill/index.md b/data/jurisdictions/us/states/ga/counties/ben-hill/index.md
index 5610f47b52..535d9712e6 100644
--- a/data/jurisdictions/us/states/ga/counties/ben-hill/index.md
+++ b/data/jurisdictions/us/states/ga/counties/ben-hill/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 32
   hispanic: 1162
   bachelors_plus: 1969
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/house/156"
+    rel: in-district
+    area_weight: 0.6268
+  - to: "us/states/ga/districts/house/148"
+    rel: in-district
+    area_weight: 0.3727
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1162 |
 | Bachelor's or higher | 1969 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 13](/us/states/ga/districts/senate/13.md) — 100% (state senate)
+- [GA House District 156](/us/states/ga/districts/house/156.md) — 63% (state house)
+- [GA House District 148](/us/states/ga/districts/house/148.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/berrien/index.md b/data/jurisdictions/us/states/ga/counties/berrien/index.md
index 25899e95d1..123cd9fa99 100644
--- a/data/jurisdictions/us/states/ga/counties/berrien/index.md
+++ b/data/jurisdictions/us/states/ga/counties/berrien/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 31
   hispanic: 1127
   bachelors_plus: 2643
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ga/districts/house/170"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1127 |
 | Bachelor's or higher | 2643 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 13](/us/states/ga/districts/senate/13.md) — 100% (state senate)
+- [GA House District 170](/us/states/ga/districts/house/170.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/bibb/index.md b/data/jurisdictions/us/states/ga/counties/bibb/index.md
index f9eefae91e..c44fd8db6f 100644
--- a/data/jurisdictions/us/states/ga/counties/bibb/index.md
+++ b/data/jurisdictions/us/states/ga/counties/bibb/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 281
   hispanic: 7371
   bachelors_plus: 40561
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.7666
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.2334
+  - to: "us/states/ga/districts/senate/26"
+    rel: in-district
+    area_weight: 0.498
+  - to: "us/states/ga/districts/senate/18"
+    rel: in-district
+    area_weight: 0.4543
+  - to: "us/states/ga/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0477
+  - to: "us/states/ga/districts/house/145"
+    rel: in-district
+    area_weight: 0.3953
+  - to: "us/states/ga/districts/house/143"
+    rel: in-district
+    area_weight: 0.3328
+  - to: "us/states/ga/districts/house/142"
+    rel: in-district
+    area_weight: 0.1646
+  - to: "us/states/ga/districts/house/149"
+    rel: in-district
+    area_weight: 0.0584
+  - to: "us/states/ga/districts/house/144"
+    rel: in-district
+    area_weight: 0.0483
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 7371 |
 | Bachelor's or higher | 40561 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 77% (congressional)
+- [GA-08](/us/states/ga/districts/08.md) — 23% (congressional)
+- [GA Senate District 26](/us/states/ga/districts/senate/26.md) — 50% (state senate)
+- [GA Senate District 18](/us/states/ga/districts/senate/18.md) — 45% (state senate)
+- [GA Senate District 25](/us/states/ga/districts/senate/25.md) — 5% (state senate)
+- [GA House District 145](/us/states/ga/districts/house/145.md) — 40% (state house)
+- [GA House District 143](/us/states/ga/districts/house/143.md) — 33% (state house)
+- [GA House District 142](/us/states/ga/districts/house/142.md) — 16% (state house)
+- [GA House District 149](/us/states/ga/districts/house/149.md) — 6% (state house)
+- [GA House District 144](/us/states/ga/districts/house/144.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/bleckley/index.md b/data/jurisdictions/us/states/ga/counties/bleckley/index.md
index acd047b9ab..9340ff8564 100644
--- a/data/jurisdictions/us/states/ga/counties/bleckley/index.md
+++ b/data/jurisdictions/us/states/ga/counties/bleckley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 472
   bachelors_plus: 2219
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/133"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 472 |
 | Bachelor's or higher | 2219 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 20](/us/states/ga/districts/senate/20.md) — 100% (state senate)
+- [GA House District 133](/us/states/ga/districts/house/133.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/brantley/index.md b/data/jurisdictions/us/states/ga/counties/brantley/index.md
index a771c36eb0..816e2d0778 100644
--- a/data/jurisdictions/us/states/ga/counties/brantley/index.md
+++ b/data/jurisdictions/us/states/ga/counties/brantley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 572
   bachelors_plus: 2652
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/174"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 572 |
 | Bachelor's or higher | 2652 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 100% (congressional)
+- [GA Senate District 3](/us/states/ga/districts/senate/3.md) — 100% (state senate)
+- [GA House District 174](/us/states/ga/districts/house/174.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/brooks/index.md b/data/jurisdictions/us/states/ga/counties/brooks/index.md
index 80aa0ff55d..66aa9b9338 100644
--- a/data/jurisdictions/us/states/ga/counties/brooks/index.md
+++ b/data/jurisdictions/us/states/ga/counties/brooks/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 1112
   bachelors_plus: 2575
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/ga/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/house/175"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1112 |
 | Bachelor's or higher | 2575 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 11](/us/states/ga/districts/senate/11.md) — 100% (state senate)
+- [GA House District 175](/us/states/ga/districts/house/175.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/bryan/index.md b/data/jurisdictions/us/states/ga/counties/bryan/index.md
index 65e1e70ae8..1dc2939fd6 100644
--- a/data/jurisdictions/us/states/ga/counties/bryan/index.md
+++ b/data/jurisdictions/us/states/ga/counties/bryan/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 28
   hispanic: 3972
   bachelors_plus: 14988
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.9951
+  - to: "us/states/ga/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9955
+  - to: "us/states/ga/districts/house/164"
+    rel: in-district
+    area_weight: 0.5025
+  - to: "us/states/ga/districts/house/160"
+    rel: in-district
+    area_weight: 0.3104
+  - to: "us/states/ga/districts/house/166"
+    rel: in-district
+    area_weight: 0.1821
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3972 |
 | Bachelor's or higher | 14988 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 100% (congressional)
+- [GA Senate District 1](/us/states/ga/districts/senate/1.md) — 100% (state senate)
+- [GA House District 164](/us/states/ga/districts/house/164.md) — 50% (state house)
+- [GA House District 160](/us/states/ga/districts/house/160.md) — 31% (state house)
+- [GA House District 166](/us/states/ga/districts/house/166.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/bulloch/index.md b/data/jurisdictions/us/states/ga/counties/bulloch/index.md
index bec16555ed..1ba9b95057 100644
--- a/data/jurisdictions/us/states/ga/counties/bulloch/index.md
+++ b/data/jurisdictions/us/states/ga/counties/bulloch/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 560
   hispanic: 4263
   bachelors_plus: 21236
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/160"
+    rel: in-district
+    area_weight: 0.5194
+  - to: "us/states/ga/districts/house/158"
+    rel: in-district
+    area_weight: 0.2652
+  - to: "us/states/ga/districts/house/159"
+    rel: in-district
+    area_weight: 0.2153
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4263 |
 | Bachelor's or higher | 21236 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 4](/us/states/ga/districts/senate/4.md) — 100% (state senate)
+- [GA House District 160](/us/states/ga/districts/house/160.md) — 52% (state house)
+- [GA House District 158](/us/states/ga/districts/house/158.md) — 27% (state house)
+- [GA House District 159](/us/states/ga/districts/house/159.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/burke/index.md b/data/jurisdictions/us/states/ga/counties/burke/index.md
index 0d387f1d11..b4e7dbdc93 100644
--- a/data/jurisdictions/us/states/ga/counties/burke/index.md
+++ b/data/jurisdictions/us/states/ga/counties/burke/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 872
   bachelors_plus: 3101
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/126"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 872 |
 | Bachelor's or higher | 3101 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 100% (state senate)
+- [GA House District 126](/us/states/ga/districts/house/126.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/butts/index.md b/data/jurisdictions/us/states/ga/counties/butts/index.md
index dac1bd05b5..7a9f14791e 100644
--- a/data/jurisdictions/us/states/ga/counties/butts/index.md
+++ b/data/jurisdictions/us/states/ga/counties/butts/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 125
   hispanic: 1022
   bachelors_plus: 3828
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ga/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ga/districts/house/118"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1022 |
 | Bachelor's or higher | 3828 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 25](/us/states/ga/districts/senate/25.md) — 100% (state senate)
+- [GA House District 118](/us/states/ga/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/calhoun/index.md b/data/jurisdictions/us/states/ga/counties/calhoun/index.md
index a1c99c6445..fca044d299 100644
--- a/data/jurisdictions/us/states/ga/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/ga/counties/calhoun/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 12
   hispanic: 303
   bachelors_plus: 794
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/154"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 303 |
 | Bachelor's or higher | 794 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA House District 154](/us/states/ga/districts/house/154.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/camden/index.md b/data/jurisdictions/us/states/ga/counties/camden/index.md
index ae40293005..a3cd3ca9d8 100644
--- a/data/jurisdictions/us/states/ga/counties/camden/index.md
+++ b/data/jurisdictions/us/states/ga/counties/camden/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 102
   hispanic: 4325
   bachelors_plus: 12490
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.8744
+  - to: "us/states/ga/districts/senate/3"
+    rel: in-district
+    area_weight: 0.8766
+  - to: "us/states/ga/districts/house/180"
+    rel: in-district
+    area_weight: 0.8765
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4325 |
 | Bachelor's or higher | 12490 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 87% (congressional)
+- [GA Senate District 3](/us/states/ga/districts/senate/3.md) — 88% (state senate)
+- [GA House District 180](/us/states/ga/districts/house/180.md) — 88% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/candler/index.md b/data/jurisdictions/us/states/ga/counties/candler/index.md
index a53fa9ca1c..bd31aae6a5 100644
--- a/data/jurisdictions/us/states/ga/counties/candler/index.md
+++ b/data/jurisdictions/us/states/ga/counties/candler/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 390
   hispanic: 1416
   bachelors_plus: 1721
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/158"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1416 |
 | Bachelor's or higher | 1721 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 4](/us/states/ga/districts/senate/4.md) — 100% (state senate)
+- [GA House District 158](/us/states/ga/districts/house/158.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/carroll/index.md b/data/jurisdictions/us/states/ga/counties/carroll/index.md
index 04c1b44ba9..29bc9c93b1 100644
--- a/data/jurisdictions/us/states/ga/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/ga/counties/carroll/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1111
   hispanic: 10771
   bachelors_plus: 26278
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ga/districts/senate/6"
+    rel: in-district
+    area_weight: 0.5576
+  - to: "us/states/ga/districts/senate/30"
+    rel: in-district
+    area_weight: 0.4423
+  - to: "us/states/ga/districts/house/18"
+    rel: in-district
+    area_weight: 0.3419
+  - to: "us/states/ga/districts/house/72"
+    rel: in-district
+    area_weight: 0.2874
+  - to: "us/states/ga/districts/house/71"
+    rel: in-district
+    area_weight: 0.2724
+  - to: "us/states/ga/districts/house/70"
+    rel: in-district
+    area_weight: 0.0983
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10771 |
 | Bachelor's or higher | 26278 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 100% (congressional)
+- [GA Senate District 6](/us/states/ga/districts/senate/6.md) — 56% (state senate)
+- [GA Senate District 30](/us/states/ga/districts/senate/30.md) — 44% (state senate)
+- [GA House District 18](/us/states/ga/districts/house/18.md) — 34% (state house)
+- [GA House District 72](/us/states/ga/districts/house/72.md) — 29% (state house)
+- [GA House District 71](/us/states/ga/districts/house/71.md) — 27% (state house)
+- [GA House District 70](/us/states/ga/districts/house/70.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/catoosa/index.md b/data/jurisdictions/us/states/ga/counties/catoosa/index.md
index 8c2d6c8a2b..062d19feef 100644
--- a/data/jurisdictions/us/states/ga/counties/catoosa/index.md
+++ b/data/jurisdictions/us/states/ga/counties/catoosa/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 209
   hispanic: 2778
   bachelors_plus: 16161
+districts:
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/senate/53"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/3"
+    rel: in-district
+    area_weight: 0.7479
+  - to: "us/states/ga/districts/house/2"
+    rel: in-district
+    area_weight: 0.2518
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2778 |
 | Bachelor's or higher | 16161 |
 
+## Districts
+
+- [GA-14](/us/states/ga/districts/14.md) — 100% (congressional)
+- [GA Senate District 53](/us/states/ga/districts/senate/53.md) — 100% (state senate)
+- [GA House District 3](/us/states/ga/districts/house/3.md) — 75% (state house)
+- [GA House District 2](/us/states/ga/districts/house/2.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/charlton/index.md b/data/jurisdictions/us/states/ga/counties/charlton/index.md
index 9ab1d2995a..e31bb073d4 100644
--- a/data/jurisdictions/us/states/ga/counties/charlton/index.md
+++ b/data/jurisdictions/us/states/ga/counties/charlton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 45
   hispanic: 1980
   bachelors_plus: 1294
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/ga/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ga/districts/house/174"
+    rel: in-district
+    area_weight: 0.9985
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1980 |
 | Bachelor's or higher | 1294 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 100% (congressional)
+- [GA Senate District 3](/us/states/ga/districts/senate/3.md) — 100% (state senate)
+- [GA House District 174](/us/states/ga/districts/house/174.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/chatham/index.md b/data/jurisdictions/us/states/ga/counties/chatham/index.md
index 2d5bf9404e..2c7069f5e0 100644
--- a/data/jurisdictions/us/states/ga/counties/chatham/index.md
+++ b/data/jurisdictions/us/states/ga/counties/chatham/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 984
   hispanic: 24958
   bachelors_plus: 110221
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.7811
+  - to: "us/states/ga/districts/senate/1"
+    rel: in-district
+    area_weight: 0.4872
+  - to: "us/states/ga/districts/senate/2"
+    rel: in-district
+    area_weight: 0.244
+  - to: "us/states/ga/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0519
+  - to: "us/states/ga/districts/house/166"
+    rel: in-district
+    area_weight: 0.338
+  - to: "us/states/ga/districts/house/164"
+    rel: in-district
+    area_weight: 0.1624
+  - to: "us/states/ga/districts/house/161"
+    rel: in-district
+    area_weight: 0.088
+  - to: "us/states/ga/districts/house/162"
+    rel: in-district
+    area_weight: 0.0797
+  - to: "us/states/ga/districts/house/165"
+    rel: in-district
+    area_weight: 0.0594
+  - to: "us/states/ga/districts/house/163"
+    rel: in-district
+    area_weight: 0.0557
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 24958 |
 | Bachelor's or higher | 110221 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 78% (congressional)
+- [GA Senate District 1](/us/states/ga/districts/senate/1.md) — 49% (state senate)
+- [GA Senate District 2](/us/states/ga/districts/senate/2.md) — 24% (state senate)
+- [GA Senate District 4](/us/states/ga/districts/senate/4.md) — 5% (state senate)
+- [GA House District 166](/us/states/ga/districts/house/166.md) — 34% (state house)
+- [GA House District 164](/us/states/ga/districts/house/164.md) — 16% (state house)
+- [GA House District 161](/us/states/ga/districts/house/161.md) — 9% (state house)
+- [GA House District 162](/us/states/ga/districts/house/162.md) — 8% (state house)
+- [GA House District 165](/us/states/ga/districts/house/165.md) — 6% (state house)
+- [GA House District 163](/us/states/ga/districts/house/163.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/chattahoochee/index.md b/data/jurisdictions/us/states/ga/counties/chattahoochee/index.md
index 08a27a000f..fdd0819fe2 100644
--- a/data/jurisdictions/us/states/ga/counties/chattahoochee/index.md
+++ b/data/jurisdictions/us/states/ga/counties/chattahoochee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 128
   hispanic: 1594
   bachelors_plus: 1658
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9963
+  - to: "us/states/ga/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ga/districts/house/151"
+    rel: in-district
+    area_weight: 0.9989
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1594 |
 | Bachelor's or higher | 1658 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 15](/us/states/ga/districts/senate/15.md) — 100% (state senate)
+- [GA House District 151](/us/states/ga/districts/house/151.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/chattooga/index.md b/data/jurisdictions/us/states/ga/counties/chattooga/index.md
index 17eaedaa85..be965d8684 100644
--- a/data/jurisdictions/us/states/ga/counties/chattooga/index.md
+++ b/data/jurisdictions/us/states/ga/counties/chattooga/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 423
   hispanic: 1436
   bachelors_plus: 3047
+districts:
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/senate/53"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/12"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1436 |
 | Bachelor's or higher | 3047 |
 
+## Districts
+
+- [GA-14](/us/states/ga/districts/14.md) — 100% (congressional)
+- [GA Senate District 53](/us/states/ga/districts/senate/53.md) — 100% (state senate)
+- [GA House District 12](/us/states/ga/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/cherokee/index.md b/data/jurisdictions/us/states/ga/counties/cherokee/index.md
index abd7c9942d..d35bdc9951 100644
--- a/data/jurisdictions/us/states/ga/counties/cherokee/index.md
+++ b/data/jurisdictions/us/states/ga/counties/cherokee/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 3234
   hispanic: 34879
   bachelors_plus: 104837
+districts:
+  - to: "us/states/ga/districts/11"
+    rel: in-district
+    area_weight: 0.6875
+  - to: "us/states/ga/districts/07"
+    rel: in-district
+    area_weight: 0.3125
+  - to: "us/states/ga/districts/senate/21"
+    rel: in-district
+    area_weight: 0.7076
+  - to: "us/states/ga/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2036
+  - to: "us/states/ga/districts/senate/56"
+    rel: in-district
+    area_weight: 0.0886
+  - to: "us/states/ga/districts/house/23"
+    rel: in-district
+    area_weight: 0.2728
+  - to: "us/states/ga/districts/house/14"
+    rel: in-district
+    area_weight: 0.1934
+  - to: "us/states/ga/districts/house/21"
+    rel: in-district
+    area_weight: 0.163
+  - to: "us/states/ga/districts/house/22"
+    rel: in-district
+    area_weight: 0.127
+  - to: "us/states/ga/districts/house/11"
+    rel: in-district
+    area_weight: 0.1002
+  - to: "us/states/ga/districts/house/20"
+    rel: in-district
+    area_weight: 0.0766
+  - to: "us/states/ga/districts/house/47"
+    rel: in-district
+    area_weight: 0.0286
+  - to: "us/states/ga/districts/house/44"
+    rel: in-district
+    area_weight: 0.0227
+  - to: "us/states/ga/districts/house/46"
+    rel: in-district
+    area_weight: 0.0155
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 34879 |
 | Bachelor's or higher | 104837 |
 
+## Districts
+
+- [GA-11](/us/states/ga/districts/11.md) — 69% (congressional)
+- [GA-07](/us/states/ga/districts/07.md) — 31% (congressional)
+- [GA Senate District 21](/us/states/ga/districts/senate/21.md) — 71% (state senate)
+- [GA Senate District 32](/us/states/ga/districts/senate/32.md) — 20% (state senate)
+- [GA Senate District 56](/us/states/ga/districts/senate/56.md) — 9% (state senate)
+- [GA House District 23](/us/states/ga/districts/house/23.md) — 27% (state house)
+- [GA House District 14](/us/states/ga/districts/house/14.md) — 19% (state house)
+- [GA House District 21](/us/states/ga/districts/house/21.md) — 16% (state house)
+- [GA House District 22](/us/states/ga/districts/house/22.md) — 13% (state house)
+- [GA House District 11](/us/states/ga/districts/house/11.md) — 10% (state house)
+- [GA House District 20](/us/states/ga/districts/house/20.md) — 8% (state house)
+- [GA House District 47](/us/states/ga/districts/house/47.md) — 3% (state house)
+- [GA House District 44](/us/states/ga/districts/house/44.md) — 2% (state house)
+- [GA House District 46](/us/states/ga/districts/house/46.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/clarke/index.md b/data/jurisdictions/us/states/ga/counties/clarke/index.md
index d91dba2b93..6d25d517e7 100644
--- a/data/jurisdictions/us/states/ga/counties/clarke/index.md
+++ b/data/jurisdictions/us/states/ga/counties/clarke/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 664
   hispanic: 15269
   bachelors_plus: 53476
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/ga/districts/senate/47"
+    rel: in-district
+    area_weight: 0.6285
+  - to: "us/states/ga/districts/senate/46"
+    rel: in-district
+    area_weight: 0.3714
+  - to: "us/states/ga/districts/house/122"
+    rel: in-district
+    area_weight: 0.3903
+  - to: "us/states/ga/districts/house/121"
+    rel: in-district
+    area_weight: 0.2338
+  - to: "us/states/ga/districts/house/120"
+    rel: in-district
+    area_weight: 0.2112
+  - to: "us/states/ga/districts/house/124"
+    rel: in-district
+    area_weight: 0.1646
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 15269 |
 | Bachelor's or higher | 53476 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 47](/us/states/ga/districts/senate/47.md) — 63% (state senate)
+- [GA Senate District 46](/us/states/ga/districts/senate/46.md) — 37% (state senate)
+- [GA House District 122](/us/states/ga/districts/house/122.md) — 39% (state house)
+- [GA House District 121](/us/states/ga/districts/house/121.md) — 23% (state house)
+- [GA House District 120](/us/states/ga/districts/house/120.md) — 21% (state house)
+- [GA House District 124](/us/states/ga/districts/house/124.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/clay/index.md b/data/jurisdictions/us/states/ga/counties/clay/index.md
index b3d3620f1a..26e1f75dcf 100644
--- a/data/jurisdictions/us/states/ga/counties/clay/index.md
+++ b/data/jurisdictions/us/states/ga/counties/clay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 0
   bachelors_plus: 717
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9931
+  - to: "us/states/al/districts/01"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/ga/districts/house/154"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 717 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 99% (congressional)
+- [AL-01](/us/states/al/districts/01.md) — 1% (congressional)
+- [GA House District 154](/us/states/ga/districts/house/154.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/clayton/index.md b/data/jurisdictions/us/states/ga/counties/clayton/index.md
index da4068c4ac..6598263ff7 100644
--- a/data/jurisdictions/us/states/ga/counties/clayton/index.md
+++ b/data/jurisdictions/us/states/ga/counties/clayton/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 1345
   hispanic: 43419
   bachelors_plus: 57176
+districts:
+  - to: "us/states/ga/districts/13"
+    rel: in-district
+    area_weight: 0.5325
+  - to: "us/states/ga/districts/05"
+    rel: in-district
+    area_weight: 0.4658
+  - to: "us/states/ga/districts/senate/34"
+    rel: in-district
+    area_weight: 0.4172
+  - to: "us/states/ga/districts/senate/17"
+    rel: in-district
+    area_weight: 0.3823
+  - to: "us/states/ga/districts/senate/44"
+    rel: in-district
+    area_weight: 0.2003
+  - to: "us/states/ga/districts/house/74"
+    rel: in-district
+    area_weight: 0.2438
+  - to: "us/states/ga/districts/house/77"
+    rel: in-district
+    area_weight: 0.2111
+  - to: "us/states/ga/districts/house/76"
+    rel: in-district
+    area_weight: 0.1911
+  - to: "us/states/ga/districts/house/75"
+    rel: in-district
+    area_weight: 0.1666
+  - to: "us/states/ga/districts/house/79"
+    rel: in-district
+    area_weight: 0.1191
+  - to: "us/states/ga/districts/house/78"
+    rel: in-district
+    area_weight: 0.068
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 43419 |
 | Bachelor's or higher | 57176 |
 
+## Districts
+
+- [GA-13](/us/states/ga/districts/13.md) — 53% (congressional)
+- [GA-05](/us/states/ga/districts/05.md) — 47% (congressional)
+- [GA Senate District 34](/us/states/ga/districts/senate/34.md) — 42% (state senate)
+- [GA Senate District 17](/us/states/ga/districts/senate/17.md) — 38% (state senate)
+- [GA Senate District 44](/us/states/ga/districts/senate/44.md) — 20% (state senate)
+- [GA House District 74](/us/states/ga/districts/house/74.md) — 24% (state house)
+- [GA House District 77](/us/states/ga/districts/house/77.md) — 21% (state house)
+- [GA House District 76](/us/states/ga/districts/house/76.md) — 19% (state house)
+- [GA House District 75](/us/states/ga/districts/house/75.md) — 17% (state house)
+- [GA House District 79](/us/states/ga/districts/house/79.md) — 12% (state house)
+- [GA House District 78](/us/states/ga/districts/house/78.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/clinch/index.md b/data/jurisdictions/us/states/ga/counties/clinch/index.md
index 827a1690fe..65731751b5 100644
--- a/data/jurisdictions/us/states/ga/counties/clinch/index.md
+++ b/data/jurisdictions/us/states/ga/counties/clinch/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 125
   hispanic: 448
   bachelors_plus: 580
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/senate/8"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/174"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 448 |
 | Bachelor's or higher | 580 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 8](/us/states/ga/districts/senate/8.md) — 100% (state senate)
+- [GA House District 174](/us/states/ga/districts/house/174.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/cobb/index.md b/data/jurisdictions/us/states/ga/counties/cobb/index.md
index 07c35c60c4..88b8158d89 100644
--- a/data/jurisdictions/us/states/ga/counties/cobb/index.md
+++ b/data/jurisdictions/us/states/ga/counties/cobb/index.md
@@ -22,9 +22,87 @@ demographics:
   race_native: 3827
   hispanic: 116854
   bachelors_plus: 369718
+districts:
+  - to: "us/states/ga/districts/11"
+    rel: in-district
+    area_weight: 0.416
+  - to: "us/states/ga/districts/06"
+    rel: in-district
+    area_weight: 0.3471
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 0.236
+  - to: "us/states/ga/districts/senate/37"
+    rel: in-district
+    area_weight: 0.3135
+  - to: "us/states/ga/districts/senate/33"
+    rel: in-district
+    area_weight: 0.2277
+  - to: "us/states/ga/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1419
+  - to: "us/states/ga/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1188
+  - to: "us/states/ga/districts/senate/56"
+    rel: in-district
+    area_weight: 0.1091
+  - to: "us/states/ga/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0888
+  - to: "us/states/ga/districts/house/36"
+    rel: in-district
+    area_weight: 0.1196
+  - to: "us/states/ga/districts/house/38"
+    rel: in-district
+    area_weight: 0.114
+  - to: "us/states/ga/districts/house/34"
+    rel: in-district
+    area_weight: 0.1079
+  - to: "us/states/ga/districts/house/39"
+    rel: in-district
+    area_weight: 0.0845
+  - to: "us/states/ga/districts/house/45"
+    rel: in-district
+    area_weight: 0.074
+  - to: "us/states/ga/districts/house/37"
+    rel: in-district
+    area_weight: 0.0658
+  - to: "us/states/ga/districts/house/35"
+    rel: in-district
+    area_weight: 0.0647
+  - to: "us/states/ga/districts/house/42"
+    rel: in-district
+    area_weight: 0.0573
+  - to: "us/states/ga/districts/house/41"
+    rel: in-district
+    area_weight: 0.0562
+  - to: "us/states/ga/districts/house/46"
+    rel: in-district
+    area_weight: 0.0519
+  - to: "us/states/ga/districts/house/43"
+    rel: in-district
+    area_weight: 0.0495
+  - to: "us/states/ga/districts/house/44"
+    rel: in-district
+    area_weight: 0.0483
+  - to: "us/states/ga/districts/house/61"
+    rel: in-district
+    area_weight: 0.0362
+  - to: "us/states/ga/districts/house/19"
+    rel: in-district
+    area_weight: 0.0323
+  - to: "us/states/ga/districts/house/22"
+    rel: in-district
+    area_weight: 0.0267
+  - to: "us/states/ga/districts/house/60"
+    rel: in-district
+    area_weight: 0.0108
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +134,35 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 116854 |
 | Bachelor's or higher | 369718 |
 
+## Districts
+
+- [GA-11](/us/states/ga/districts/11.md) — 42% (congressional)
+- [GA-06](/us/states/ga/districts/06.md) — 35% (congressional)
+- [GA-14](/us/states/ga/districts/14.md) — 24% (congressional)
+- [GA Senate District 37](/us/states/ga/districts/senate/37.md) — 31% (state senate)
+- [GA Senate District 33](/us/states/ga/districts/senate/33.md) — 23% (state senate)
+- [GA Senate District 28](/us/states/ga/districts/senate/28.md) — 14% (state senate)
+- [GA Senate District 32](/us/states/ga/districts/senate/32.md) — 12% (state senate)
+- [GA Senate District 56](/us/states/ga/districts/senate/56.md) — 11% (state senate)
+- [GA Senate District 35](/us/states/ga/districts/senate/35.md) — 9% (state senate)
+- [GA House District 36](/us/states/ga/districts/house/36.md) — 12% (state house)
+- [GA House District 38](/us/states/ga/districts/house/38.md) — 11% (state house)
+- [GA House District 34](/us/states/ga/districts/house/34.md) — 11% (state house)
+- [GA House District 39](/us/states/ga/districts/house/39.md) — 8% (state house)
+- [GA House District 45](/us/states/ga/districts/house/45.md) — 7% (state house)
+- [GA House District 37](/us/states/ga/districts/house/37.md) — 7% (state house)
+- [GA House District 35](/us/states/ga/districts/house/35.md) — 6% (state house)
+- [GA House District 42](/us/states/ga/districts/house/42.md) — 6% (state house)
+- [GA House District 41](/us/states/ga/districts/house/41.md) — 6% (state house)
+- [GA House District 46](/us/states/ga/districts/house/46.md) — 5% (state house)
+- [GA House District 43](/us/states/ga/districts/house/43.md) — 5% (state house)
+- [GA House District 44](/us/states/ga/districts/house/44.md) — 5% (state house)
+- [GA House District 61](/us/states/ga/districts/house/61.md) — 4% (state house)
+- [GA House District 19](/us/states/ga/districts/house/19.md) — 3% (state house)
+- [GA House District 22](/us/states/ga/districts/house/22.md) — 3% (state house)
+- [GA House District 60](/us/states/ga/districts/house/60.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/coffee/index.md b/data/jurisdictions/us/states/ga/counties/coffee/index.md
index b18b533671..ce3143f3ab 100644
--- a/data/jurisdictions/us/states/ga/counties/coffee/index.md
+++ b/data/jurisdictions/us/states/ga/counties/coffee/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 160
   hispanic: 5861
   bachelors_plus: 5797
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/senate/13"
+    rel: in-district
+    area_weight: 0.5512
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 0.4486
+  - to: "us/states/ga/districts/house/169"
+    rel: in-district
+    area_weight: 0.8318
+  - to: "us/states/ga/districts/house/176"
+    rel: in-district
+    area_weight: 0.1679
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 5861 |
 | Bachelor's or higher | 5797 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 13](/us/states/ga/districts/senate/13.md) — 55% (state senate)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 45% (state senate)
+- [GA House District 169](/us/states/ga/districts/house/169.md) — 83% (state house)
+- [GA House District 176](/us/states/ga/districts/house/176.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/colquitt/index.md b/data/jurisdictions/us/states/ga/counties/colquitt/index.md
index c8e59e13f1..d1316eab43 100644
--- a/data/jurisdictions/us/states/ga/counties/colquitt/index.md
+++ b/data/jurisdictions/us/states/ga/counties/colquitt/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 662
   hispanic: 9617
   bachelors_plus: 6930
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ga/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/172"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 9617 |
 | Bachelor's or higher | 6930 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 11](/us/states/ga/districts/senate/11.md) — 100% (state senate)
+- [GA House District 172](/us/states/ga/districts/house/172.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/columbia/index.md b/data/jurisdictions/us/states/ga/counties/columbia/index.md
index 4d6c260ef5..5cd72ec9c6 100644
--- a/data/jurisdictions/us/states/ga/counties/columbia/index.md
+++ b/data/jurisdictions/us/states/ga/counties/columbia/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 434
   hispanic: 12985
   bachelors_plus: 60398
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/senate/24"
+    rel: in-district
+    area_weight: 0.6988
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 0.301
+  - to: "us/states/ga/districts/house/125"
+    rel: in-district
+    area_weight: 0.5943
+  - to: "us/states/ga/districts/house/123"
+    rel: in-district
+    area_weight: 0.1984
+  - to: "us/states/ga/districts/house/131"
+    rel: in-district
+    area_weight: 0.1347
+  - to: "us/states/ga/districts/house/127"
+    rel: in-district
+    area_weight: 0.0724
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 12985 |
 | Bachelor's or higher | 60398 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 24](/us/states/ga/districts/senate/24.md) — 70% (state senate)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 30% (state senate)
+- [GA House District 125](/us/states/ga/districts/house/125.md) — 59% (state house)
+- [GA House District 123](/us/states/ga/districts/house/123.md) — 20% (state house)
+- [GA House District 131](/us/states/ga/districts/house/131.md) — 13% (state house)
+- [GA House District 127](/us/states/ga/districts/house/127.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/cook/index.md b/data/jurisdictions/us/states/ga/counties/cook/index.md
index 69984deced..67799428eb 100644
--- a/data/jurisdictions/us/states/ga/counties/cook/index.md
+++ b/data/jurisdictions/us/states/ga/counties/cook/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 63
   hispanic: 1335
   bachelors_plus: 2889
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/house/172"
+    rel: in-district
+    area_weight: 0.5628
+  - to: "us/states/ga/districts/house/170"
+    rel: in-district
+    area_weight: 0.4369
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1335 |
 | Bachelor's or higher | 2889 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 11](/us/states/ga/districts/senate/11.md) — 100% (state senate)
+- [GA House District 172](/us/states/ga/districts/house/172.md) — 56% (state house)
+- [GA House District 170](/us/states/ga/districts/house/170.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/coweta/index.md b/data/jurisdictions/us/states/ga/counties/coweta/index.md
index fe696dbc5a..6209c863a8 100644
--- a/data/jurisdictions/us/states/ga/counties/coweta/index.md
+++ b/data/jurisdictions/us/states/ga/counties/coweta/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 535
   hispanic: 12522
   bachelors_plus: 52416
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/136"
+    rel: in-district
+    area_weight: 0.4115
+  - to: "us/states/ga/districts/house/70"
+    rel: in-district
+    area_weight: 0.3245
+  - to: "us/states/ga/districts/house/65"
+    rel: in-district
+    area_weight: 0.1114
+  - to: "us/states/ga/districts/house/73"
+    rel: in-district
+    area_weight: 0.0906
+  - to: "us/states/ga/districts/house/67"
+    rel: in-district
+    area_weight: 0.0618
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12522 |
 | Bachelor's or higher | 52416 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 100% (congressional)
+- [GA Senate District 6](/us/states/ga/districts/senate/6.md) — 100% (state senate)
+- [GA House District 136](/us/states/ga/districts/house/136.md) — 41% (state house)
+- [GA House District 70](/us/states/ga/districts/house/70.md) — 32% (state house)
+- [GA House District 65](/us/states/ga/districts/house/65.md) — 11% (state house)
+- [GA House District 73](/us/states/ga/districts/house/73.md) — 9% (state house)
+- [GA House District 67](/us/states/ga/districts/house/67.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/crawford/index.md b/data/jurisdictions/us/states/ga/counties/crawford/index.md
index 2e4b84169e..90a1bd1f8a 100644
--- a/data/jurisdictions/us/states/ga/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/ga/counties/crawford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 79
   hispanic: 481
   bachelors_plus: 1829
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/134"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 481 |
 | Bachelor's or higher | 1829 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 18](/us/states/ga/districts/senate/18.md) — 100% (state senate)
+- [GA House District 134](/us/states/ga/districts/house/134.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/crisp/index.md b/data/jurisdictions/us/states/ga/counties/crisp/index.md
index 84b238b2b7..7d515a736a 100644
--- a/data/jurisdictions/us/states/ga/counties/crisp/index.md
+++ b/data/jurisdictions/us/states/ga/counties/crisp/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 715
   bachelors_plus: 2799
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/ga/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/148"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 715 |
 | Bachelor's or higher | 2799 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 13](/us/states/ga/districts/senate/13.md) — 100% (state senate)
+- [GA House District 148](/us/states/ga/districts/house/148.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/dade/index.md b/data/jurisdictions/us/states/ga/counties/dade/index.md
index e874e45223..30d62cf64e 100644
--- a/data/jurisdictions/us/states/ga/counties/dade/index.md
+++ b/data/jurisdictions/us/states/ga/counties/dade/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 465
   bachelors_plus: 2696
+districts:
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/senate/53"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/1"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 465 |
 | Bachelor's or higher | 2696 |
 
+## Districts
+
+- [GA-14](/us/states/ga/districts/14.md) — 100% (congressional)
+- [GA Senate District 53](/us/states/ga/districts/senate/53.md) — 100% (state senate)
+- [GA House District 1](/us/states/ga/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/dawson/index.md b/data/jurisdictions/us/states/ga/counties/dawson/index.md
index 1710c98dbb..4638bc657c 100644
--- a/data/jurisdictions/us/states/ga/counties/dawson/index.md
+++ b/data/jurisdictions/us/states/ga/counties/dawson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 9
   hispanic: 2208
   bachelors_plus: 10818
+districts:
+  - to: "us/states/ga/districts/07"
+    rel: in-district
+    area_weight: 0.9963
+  - to: "us/states/ga/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/9"
+    rel: in-district
+    area_weight: 0.7233
+  - to: "us/states/ga/districts/house/7"
+    rel: in-district
+    area_weight: 0.2765
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2208 |
 | Bachelor's or higher | 10818 |
 
+## Districts
+
+- [GA-07](/us/states/ga/districts/07.md) — 100% (congressional)
+- [GA Senate District 51](/us/states/ga/districts/senate/51.md) — 100% (state senate)
+- [GA House District 9](/us/states/ga/districts/house/9.md) — 72% (state house)
+- [GA House District 7](/us/states/ga/districts/house/7.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/decatur/index.md b/data/jurisdictions/us/states/ga/counties/decatur/index.md
index 1b71e8a427..003b8817de 100644
--- a/data/jurisdictions/us/states/ga/counties/decatur/index.md
+++ b/data/jurisdictions/us/states/ga/counties/decatur/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 575
   hispanic: 2067
   bachelors_plus: 4160
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/171"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2067 |
 | Bachelor's or higher | 4160 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 11](/us/states/ga/districts/senate/11.md) — 100% (state senate)
+- [GA House District 171](/us/states/ga/districts/house/171.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/dekalb/index.md b/data/jurisdictions/us/states/ga/counties/dekalb/index.md
index 0553a9c057..72da60cc3f 100644
--- a/data/jurisdictions/us/states/ga/counties/dekalb/index.md
+++ b/data/jurisdictions/us/states/ga/counties/dekalb/index.md
@@ -22,9 +22,90 @@ demographics:
   race_native: 3647
   hispanic: 80839
   bachelors_plus: 360465
+districts:
+  - to: "us/states/ga/districts/04"
+    rel: in-district
+    area_weight: 0.7188
+  - to: "us/states/ga/districts/05"
+    rel: in-district
+    area_weight: 0.2404
+  - to: "us/states/ga/districts/13"
+    rel: in-district
+    area_weight: 0.0405
+  - to: "us/states/ga/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2294
+  - to: "us/states/ga/districts/senate/55"
+    rel: in-district
+    area_weight: 0.21
+  - to: "us/states/ga/districts/senate/41"
+    rel: in-district
+    area_weight: 0.1897
+  - to: "us/states/ga/districts/senate/44"
+    rel: in-district
+    area_weight: 0.1605
+  - to: "us/states/ga/districts/senate/40"
+    rel: in-district
+    area_weight: 0.1596
+  - to: "us/states/ga/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0506
+  - to: "us/states/ga/districts/house/88"
+    rel: in-district
+    area_weight: 0.0941
+  - to: "us/states/ga/districts/house/90"
+    rel: in-district
+    area_weight: 0.088
+  - to: "us/states/ga/districts/house/91"
+    rel: in-district
+    area_weight: 0.0843
+  - to: "us/states/ga/districts/house/87"
+    rel: in-district
+    area_weight: 0.0699
+  - to: "us/states/ga/districts/house/89"
+    rel: in-district
+    area_weight: 0.0654
+  - to: "us/states/ga/districts/house/80"
+    rel: in-district
+    area_weight: 0.0646
+  - to: "us/states/ga/districts/house/84"
+    rel: in-district
+    area_weight: 0.0624
+  - to: "us/states/ga/districts/house/115"
+    rel: in-district
+    area_weight: 0.0611
+  - to: "us/states/ga/districts/house/85"
+    rel: in-district
+    area_weight: 0.0606
+  - to: "us/states/ga/districts/house/101"
+    rel: in-district
+    area_weight: 0.0568
+  - to: "us/states/ga/districts/house/86"
+    rel: in-district
+    area_weight: 0.0568
+  - to: "us/states/ga/districts/house/95"
+    rel: in-district
+    area_weight: 0.0493
+  - to: "us/states/ga/districts/house/83"
+    rel: in-district
+    area_weight: 0.0449
+  - to: "us/states/ga/districts/house/94"
+    rel: in-district
+    area_weight: 0.0441
+  - to: "us/states/ga/districts/house/116"
+    rel: in-district
+    area_weight: 0.0433
+  - to: "us/states/ga/districts/house/52"
+    rel: in-district
+    area_weight: 0.0274
+  - to: "us/states/ga/districts/house/93"
+    rel: in-district
+    area_weight: 0.0267
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +137,36 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 80839 |
 | Bachelor's or higher | 360465 |
 
+## Districts
+
+- [GA-04](/us/states/ga/districts/04.md) — 72% (congressional)
+- [GA-05](/us/states/ga/districts/05.md) — 24% (congressional)
+- [GA-13](/us/states/ga/districts/13.md) — 4% (congressional)
+- [GA Senate District 10](/us/states/ga/districts/senate/10.md) — 23% (state senate)
+- [GA Senate District 55](/us/states/ga/districts/senate/55.md) — 21% (state senate)
+- [GA Senate District 41](/us/states/ga/districts/senate/41.md) — 19% (state senate)
+- [GA Senate District 44](/us/states/ga/districts/senate/44.md) — 16% (state senate)
+- [GA Senate District 40](/us/states/ga/districts/senate/40.md) — 16% (state senate)
+- [GA Senate District 43](/us/states/ga/districts/senate/43.md) — 5% (state senate)
+- [GA House District 88](/us/states/ga/districts/house/88.md) — 9% (state house)
+- [GA House District 90](/us/states/ga/districts/house/90.md) — 9% (state house)
+- [GA House District 91](/us/states/ga/districts/house/91.md) — 8% (state house)
+- [GA House District 87](/us/states/ga/districts/house/87.md) — 7% (state house)
+- [GA House District 89](/us/states/ga/districts/house/89.md) — 7% (state house)
+- [GA House District 80](/us/states/ga/districts/house/80.md) — 6% (state house)
+- [GA House District 84](/us/states/ga/districts/house/84.md) — 6% (state house)
+- [GA House District 115](/us/states/ga/districts/house/115.md) — 6% (state house)
+- [GA House District 85](/us/states/ga/districts/house/85.md) — 6% (state house)
+- [GA House District 101](/us/states/ga/districts/house/101.md) — 6% (state house)
+- [GA House District 86](/us/states/ga/districts/house/86.md) — 6% (state house)
+- [GA House District 95](/us/states/ga/districts/house/95.md) — 5% (state house)
+- [GA House District 83](/us/states/ga/districts/house/83.md) — 4% (state house)
+- [GA House District 94](/us/states/ga/districts/house/94.md) — 4% (state house)
+- [GA House District 116](/us/states/ga/districts/house/116.md) — 4% (state house)
+- [GA House District 52](/us/states/ga/districts/house/52.md) — 3% (state house)
+- [GA House District 93](/us/states/ga/districts/house/93.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/dodge/index.md b/data/jurisdictions/us/states/ga/counties/dodge/index.md
index f6edb30adb..0c7ef7805c 100644
--- a/data/jurisdictions/us/states/ga/counties/dodge/index.md
+++ b/data/jurisdictions/us/states/ga/counties/dodge/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 72
   hispanic: 716
   bachelors_plus: 3544
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/133"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 716 |
 | Bachelor's or higher | 3544 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 20](/us/states/ga/districts/senate/20.md) — 100% (state senate)
+- [GA House District 133](/us/states/ga/districts/house/133.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/dooly/index.md b/data/jurisdictions/us/states/ga/counties/dooly/index.md
index 9e76407c3f..e8f27b8094 100644
--- a/data/jurisdictions/us/states/ga/counties/dooly/index.md
+++ b/data/jurisdictions/us/states/ga/counties/dooly/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 102
   hispanic: 915
   bachelors_plus: 1699
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ga/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/house/150"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 915 |
 | Bachelor's or higher | 1699 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 20](/us/states/ga/districts/senate/20.md) — 100% (state senate)
+- [GA House District 150](/us/states/ga/districts/house/150.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/dougherty/index.md b/data/jurisdictions/us/states/ga/counties/dougherty/index.md
index 02ee5477d8..6b0718edba 100644
--- a/data/jurisdictions/us/states/ga/counties/dougherty/index.md
+++ b/data/jurisdictions/us/states/ga/counties/dougherty/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 178
   hispanic: 2710
   bachelors_plus: 18479
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/ga/districts/house/154"
+    rel: in-district
+    area_weight: 0.3622
+  - to: "us/states/ga/districts/house/151"
+    rel: in-district
+    area_weight: 0.2244
+  - to: "us/states/ga/districts/house/152"
+    rel: in-district
+    area_weight: 0.207
+  - to: "us/states/ga/districts/house/153"
+    rel: in-district
+    area_weight: 0.2064
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2710 |
 | Bachelor's or higher | 18479 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA House District 154](/us/states/ga/districts/house/154.md) — 36% (state house)
+- [GA House District 151](/us/states/ga/districts/house/151.md) — 22% (state house)
+- [GA House District 152](/us/states/ga/districts/house/152.md) — 21% (state house)
+- [GA House District 153](/us/states/ga/districts/house/153.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/douglas/index.md b/data/jurisdictions/us/states/ga/counties/douglas/index.md
index cf8259ad3f..ee42d44e5f 100644
--- a/data/jurisdictions/us/states/ga/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/ga/counties/douglas/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 548
   hispanic: 18079
   bachelors_plus: 41486
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.5398
+  - to: "us/states/ga/districts/06"
+    rel: in-district
+    area_weight: 0.4596
+  - to: "us/states/ga/districts/senate/30"
+    rel: in-district
+    area_weight: 0.5776
+  - to: "us/states/ga/districts/senate/28"
+    rel: in-district
+    area_weight: 0.4223
+  - to: "us/states/ga/districts/house/40"
+    rel: in-district
+    area_weight: 0.4177
+  - to: "us/states/ga/districts/house/64"
+    rel: in-district
+    area_weight: 0.374
+  - to: "us/states/ga/districts/house/66"
+    rel: in-district
+    area_weight: 0.208
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 18079 |
 | Bachelor's or higher | 41486 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 54% (congressional)
+- [GA-06](/us/states/ga/districts/06.md) — 46% (congressional)
+- [GA Senate District 30](/us/states/ga/districts/senate/30.md) — 58% (state senate)
+- [GA Senate District 28](/us/states/ga/districts/senate/28.md) — 42% (state senate)
+- [GA House District 40](/us/states/ga/districts/house/40.md) — 42% (state house)
+- [GA House District 64](/us/states/ga/districts/house/64.md) — 37% (state house)
+- [GA House District 66](/us/states/ga/districts/house/66.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/early/index.md b/data/jurisdictions/us/states/ga/counties/early/index.md
index d158c50c5a..d7625407bf 100644
--- a/data/jurisdictions/us/states/ga/counties/early/index.md
+++ b/data/jurisdictions/us/states/ga/counties/early/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 4
   hispanic: 67
   bachelors_plus: 1483
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/ga/districts/house/154"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 67 |
 | Bachelor's or higher | 1483 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA House District 154](/us/states/ga/districts/house/154.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/echols/index.md b/data/jurisdictions/us/states/ga/counties/echols/index.md
index 05deac150a..1dee262cfa 100644
--- a/data/jurisdictions/us/states/ga/counties/echols/index.md
+++ b/data/jurisdictions/us/states/ga/counties/echols/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 782
   bachelors_plus: 476
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/174"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 782 |
 | Bachelor's or higher | 476 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 8](/us/states/ga/districts/senate/8.md) — 100% (state senate)
+- [GA House District 174](/us/states/ga/districts/house/174.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/effingham/index.md b/data/jurisdictions/us/states/ga/counties/effingham/index.md
index 7fb3dbbc65..18715b88e5 100644
--- a/data/jurisdictions/us/states/ga/counties/effingham/index.md
+++ b/data/jurisdictions/us/states/ga/counties/effingham/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 118
   hispanic: 4572
   bachelors_plus: 16138
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.5922
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.4049
+  - to: "us/states/ga/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/house/159"
+    rel: in-district
+    area_weight: 0.779
+  - to: "us/states/ga/districts/house/161"
+    rel: in-district
+    area_weight: 0.2202
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 4572 |
 | Bachelor's or higher | 16138 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 59% (congressional)
+- [GA-01](/us/states/ga/districts/01.md) — 40% (congressional)
+- [GA Senate District 4](/us/states/ga/districts/senate/4.md) — 100% (state senate)
+- [GA House District 159](/us/states/ga/districts/house/159.md) — 78% (state house)
+- [GA House District 161](/us/states/ga/districts/house/161.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/elbert/index.md b/data/jurisdictions/us/states/ga/counties/elbert/index.md
index 902535f709..70a8d91eb8 100644
--- a/data/jurisdictions/us/states/ga/counties/elbert/index.md
+++ b/data/jurisdictions/us/states/ga/counties/elbert/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 91
   hispanic: 1174
   bachelors_plus: 3162
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/ga/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/123"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1174 |
 | Bachelor's or higher | 3162 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 24](/us/states/ga/districts/senate/24.md) — 100% (state senate)
+- [GA House District 123](/us/states/ga/districts/house/123.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/emanuel/index.md b/data/jurisdictions/us/states/ga/counties/emanuel/index.md
index 52d6715d46..ec297ebb08 100644
--- a/data/jurisdictions/us/states/ga/counties/emanuel/index.md
+++ b/data/jurisdictions/us/states/ga/counties/emanuel/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 1112
   bachelors_plus: 2853
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/158"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1112 |
 | Bachelor's or higher | 2853 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 100% (state senate)
+- [GA House District 158](/us/states/ga/districts/house/158.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/evans/index.md b/data/jurisdictions/us/states/ga/counties/evans/index.md
index 4c8cd59d29..635f8c4860 100644
--- a/data/jurisdictions/us/states/ga/counties/evans/index.md
+++ b/data/jurisdictions/us/states/ga/counties/evans/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 20
   hispanic: 1327
   bachelors_plus: 1392
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9975
+  - to: "us/states/ga/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/157"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1327 |
 | Bachelor's or higher | 1392 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 4](/us/states/ga/districts/senate/4.md) — 100% (state senate)
+- [GA House District 157](/us/states/ga/districts/house/157.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/fannin/index.md b/data/jurisdictions/us/states/ga/counties/fannin/index.md
index c2e2d6350e..8b8637a1c2 100644
--- a/data/jurisdictions/us/states/ga/counties/fannin/index.md
+++ b/data/jurisdictions/us/states/ga/counties/fannin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 36
   hispanic: 848
   bachelors_plus: 6816
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/7"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 848 |
 | Bachelor's or higher | 6816 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 100% (congressional)
+- [GA Senate District 51](/us/states/ga/districts/senate/51.md) — 100% (state senate)
+- [GA House District 7](/us/states/ga/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/fayette/index.md b/data/jurisdictions/us/states/ga/counties/fayette/index.md
index 6402fc28e6..a2690add33 100644
--- a/data/jurisdictions/us/states/ga/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/ga/counties/fayette/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 235
   hispanic: 10504
   bachelors_plus: 58062
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.8366
+  - to: "us/states/ga/districts/06"
+    rel: in-district
+    area_weight: 0.1579
+  - to: "us/states/ga/districts/senate/16"
+    rel: in-district
+    area_weight: 0.7631
+  - to: "us/states/ga/districts/senate/34"
+    rel: in-district
+    area_weight: 0.236
+  - to: "us/states/ga/districts/house/82"
+    rel: in-district
+    area_weight: 0.3513
+  - to: "us/states/ga/districts/house/69"
+    rel: in-district
+    area_weight: 0.2493
+  - to: "us/states/ga/districts/house/68"
+    rel: in-district
+    area_weight: 0.2424
+  - to: "us/states/ga/districts/house/73"
+    rel: in-district
+    area_weight: 0.1563
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10504 |
 | Bachelor's or higher | 58062 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 84% (congressional)
+- [GA-06](/us/states/ga/districts/06.md) — 16% (congressional)
+- [GA Senate District 16](/us/states/ga/districts/senate/16.md) — 76% (state senate)
+- [GA Senate District 34](/us/states/ga/districts/senate/34.md) — 24% (state senate)
+- [GA House District 82](/us/states/ga/districts/house/82.md) — 35% (state house)
+- [GA House District 69](/us/states/ga/districts/house/69.md) — 25% (state house)
+- [GA House District 68](/us/states/ga/districts/house/68.md) — 24% (state house)
+- [GA House District 73](/us/states/ga/districts/house/73.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/floyd/index.md b/data/jurisdictions/us/states/ga/counties/floyd/index.md
index e96160a704..4e97637bf9 100644
--- a/data/jurisdictions/us/states/ga/counties/floyd/index.md
+++ b/data/jurisdictions/us/states/ga/counties/floyd/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 784
   hispanic: 12383
   bachelors_plus: 24421
+districts:
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/ga/districts/senate/52"
+    rel: in-district
+    area_weight: 0.7575
+  - to: "us/states/ga/districts/senate/53"
+    rel: in-district
+    area_weight: 0.2424
+  - to: "us/states/ga/districts/house/12"
+    rel: in-district
+    area_weight: 0.658
+  - to: "us/states/ga/districts/house/13"
+    rel: in-district
+    area_weight: 0.2641
+  - to: "us/states/ga/districts/house/5"
+    rel: in-district
+    area_weight: 0.0778
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12383 |
 | Bachelor's or higher | 24421 |
 
+## Districts
+
+- [GA-14](/us/states/ga/districts/14.md) — 100% (congressional)
+- [GA Senate District 52](/us/states/ga/districts/senate/52.md) — 76% (state senate)
+- [GA Senate District 53](/us/states/ga/districts/senate/53.md) — 24% (state senate)
+- [GA House District 12](/us/states/ga/districts/house/12.md) — 66% (state house)
+- [GA House District 13](/us/states/ga/districts/house/13.md) — 26% (state house)
+- [GA House District 5](/us/states/ga/districts/house/5.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/forsyth/index.md b/data/jurisdictions/us/states/ga/counties/forsyth/index.md
index 3b5bb4e033..a63a4ff894 100644
--- a/data/jurisdictions/us/states/ga/counties/forsyth/index.md
+++ b/data/jurisdictions/us/states/ga/counties/forsyth/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 806
   hispanic: 27069
   bachelors_plus: 140806
+districts:
+  - to: "us/states/ga/districts/07"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ga/districts/senate/27"
+    rel: in-district
+    area_weight: 0.877
+  - to: "us/states/ga/districts/senate/48"
+    rel: in-district
+    area_weight: 0.1227
+  - to: "us/states/ga/districts/house/28"
+    rel: in-district
+    area_weight: 0.3127
+  - to: "us/states/ga/districts/house/26"
+    rel: in-district
+    area_weight: 0.2443
+  - to: "us/states/ga/districts/house/24"
+    rel: in-district
+    area_weight: 0.1661
+  - to: "us/states/ga/districts/house/11"
+    rel: in-district
+    area_weight: 0.1527
+  - to: "us/states/ga/districts/house/25"
+    rel: in-district
+    area_weight: 0.0974
+  - to: "us/states/ga/districts/house/100"
+    rel: in-district
+    area_weight: 0.0265
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 27069 |
 | Bachelor's or higher | 140806 |
 
+## Districts
+
+- [GA-07](/us/states/ga/districts/07.md) — 100% (congressional)
+- [GA Senate District 27](/us/states/ga/districts/senate/27.md) — 88% (state senate)
+- [GA Senate District 48](/us/states/ga/districts/senate/48.md) — 12% (state senate)
+- [GA House District 28](/us/states/ga/districts/house/28.md) — 31% (state house)
+- [GA House District 26](/us/states/ga/districts/house/26.md) — 24% (state house)
+- [GA House District 24](/us/states/ga/districts/house/24.md) — 17% (state house)
+- [GA House District 11](/us/states/ga/districts/house/11.md) — 15% (state house)
+- [GA House District 25](/us/states/ga/districts/house/25.md) — 10% (state house)
+- [GA House District 100](/us/states/ga/districts/house/100.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/franklin/index.md b/data/jurisdictions/us/states/ga/counties/franklin/index.md
index b6afea1045..8f188fc803 100644
--- a/data/jurisdictions/us/states/ga/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/ga/counties/franklin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 48
   hispanic: 1319
   bachelors_plus: 4207
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/ga/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/33"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1319 |
 | Bachelor's or higher | 4207 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 50](/us/states/ga/districts/senate/50.md) — 100% (state senate)
+- [GA House District 33](/us/states/ga/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/fulton/index.md b/data/jurisdictions/us/states/ga/counties/fulton/index.md
index 3d55e85e8f..ab00896888 100644
--- a/data/jurisdictions/us/states/ga/counties/fulton/index.md
+++ b/data/jurisdictions/us/states/ga/counties/fulton/index.md
@@ -22,9 +22,114 @@ demographics:
   race_native: 2748
   hispanic: 87967
   bachelors_plus: 621172
+districts:
+  - to: "us/states/ga/districts/06"
+    rel: in-district
+    area_weight: 0.5158
+  - to: "us/states/ga/districts/07"
+    rel: in-district
+    area_weight: 0.3051
+  - to: "us/states/ga/districts/05"
+    rel: in-district
+    area_weight: 0.1762
+  - to: "us/states/ga/districts/senate/38"
+    rel: in-district
+    area_weight: 0.2333
+  - to: "us/states/ga/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1527
+  - to: "us/states/ga/districts/senate/14"
+    rel: in-district
+    area_weight: 0.1167
+  - to: "us/states/ga/districts/senate/21"
+    rel: in-district
+    area_weight: 0.111
+  - to: "us/states/ga/districts/senate/35"
+    rel: in-district
+    area_weight: 0.1064
+  - to: "us/states/ga/districts/senate/39"
+    rel: in-district
+    area_weight: 0.097
+  - to: "us/states/ga/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0872
+  - to: "us/states/ga/districts/senate/48"
+    rel: in-district
+    area_weight: 0.0605
+  - to: "us/states/ga/districts/senate/56"
+    rel: in-district
+    area_weight: 0.0349
+  - to: "us/states/ga/districts/house/65"
+    rel: in-district
+    area_weight: 0.2046
+  - to: "us/states/ga/districts/house/47"
+    rel: in-district
+    area_weight: 0.0875
+  - to: "us/states/ga/districts/house/67"
+    rel: in-district
+    area_weight: 0.0862
+  - to: "us/states/ga/districts/house/53"
+    rel: in-district
+    area_weight: 0.0589
+  - to: "us/states/ga/districts/house/49"
+    rel: in-district
+    area_weight: 0.0537
+  - to: "us/states/ga/districts/house/63"
+    rel: in-district
+    area_weight: 0.0477
+  - to: "us/states/ga/districts/house/60"
+    rel: in-district
+    area_weight: 0.0467
+  - to: "us/states/ga/districts/house/61"
+    rel: in-district
+    area_weight: 0.0458
+  - to: "us/states/ga/districts/house/62"
+    rel: in-district
+    area_weight: 0.0385
+  - to: "us/states/ga/districts/house/50"
+    rel: in-district
+    area_weight: 0.0384
+  - to: "us/states/ga/districts/house/51"
+    rel: in-district
+    area_weight: 0.0383
+  - to: "us/states/ga/districts/house/48"
+    rel: in-district
+    area_weight: 0.0382
+  - to: "us/states/ga/districts/house/55"
+    rel: in-district
+    area_weight: 0.0355
+  - to: "us/states/ga/districts/house/68"
+    rel: in-district
+    area_weight: 0.0349
+  - to: "us/states/ga/districts/house/59"
+    rel: in-district
+    area_weight: 0.0245
+  - to: "us/states/ga/districts/house/58"
+    rel: in-district
+    area_weight: 0.0224
+  - to: "us/states/ga/districts/house/54"
+    rel: in-district
+    area_weight: 0.022
+  - to: "us/states/ga/districts/house/56"
+    rel: in-district
+    area_weight: 0.0209
+  - to: "us/states/ga/districts/house/69"
+    rel: in-district
+    area_weight: 0.0158
+  - to: "us/states/ga/districts/house/57"
+    rel: in-district
+    area_weight: 0.0152
+  - to: "us/states/ga/districts/house/52"
+    rel: in-district
+    area_weight: 0.0144
+  - to: "us/states/ga/districts/house/25"
+    rel: in-district
+    area_weight: 0.0094
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +161,44 @@ County jurisdiction — 7 officeholders mapped.
 | Hispanic/Latino | 87967 |
 | Bachelor's or higher | 621172 |
 
+## Districts
+
+- [GA-06](/us/states/ga/districts/06.md) — 52% (congressional)
+- [GA-07](/us/states/ga/districts/07.md) — 31% (congressional)
+- [GA-05](/us/states/ga/districts/05.md) — 18% (congressional)
+- [GA Senate District 38](/us/states/ga/districts/senate/38.md) — 23% (state senate)
+- [GA Senate District 28](/us/states/ga/districts/senate/28.md) — 15% (state senate)
+- [GA Senate District 14](/us/states/ga/districts/senate/14.md) — 12% (state senate)
+- [GA Senate District 21](/us/states/ga/districts/senate/21.md) — 11% (state senate)
+- [GA Senate District 35](/us/states/ga/districts/senate/35.md) — 11% (state senate)
+- [GA Senate District 39](/us/states/ga/districts/senate/39.md) — 10% (state senate)
+- [GA Senate District 36](/us/states/ga/districts/senate/36.md) — 9% (state senate)
+- [GA Senate District 48](/us/states/ga/districts/senate/48.md) — 6% (state senate)
+- [GA Senate District 56](/us/states/ga/districts/senate/56.md) — 3% (state senate)
+- [GA House District 65](/us/states/ga/districts/house/65.md) — 20% (state house)
+- [GA House District 47](/us/states/ga/districts/house/47.md) — 9% (state house)
+- [GA House District 67](/us/states/ga/districts/house/67.md) — 9% (state house)
+- [GA House District 53](/us/states/ga/districts/house/53.md) — 6% (state house)
+- [GA House District 49](/us/states/ga/districts/house/49.md) — 5% (state house)
+- [GA House District 63](/us/states/ga/districts/house/63.md) — 5% (state house)
+- [GA House District 60](/us/states/ga/districts/house/60.md) — 5% (state house)
+- [GA House District 61](/us/states/ga/districts/house/61.md) — 5% (state house)
+- [GA House District 62](/us/states/ga/districts/house/62.md) — 4% (state house)
+- [GA House District 50](/us/states/ga/districts/house/50.md) — 4% (state house)
+- [GA House District 51](/us/states/ga/districts/house/51.md) — 4% (state house)
+- [GA House District 48](/us/states/ga/districts/house/48.md) — 4% (state house)
+- [GA House District 55](/us/states/ga/districts/house/55.md) — 4% (state house)
+- [GA House District 68](/us/states/ga/districts/house/68.md) — 3% (state house)
+- [GA House District 59](/us/states/ga/districts/house/59.md) — 2% (state house)
+- [GA House District 58](/us/states/ga/districts/house/58.md) — 2% (state house)
+- [GA House District 54](/us/states/ga/districts/house/54.md) — 2% (state house)
+- [GA House District 56](/us/states/ga/districts/house/56.md) — 2% (state house)
+- [GA House District 69](/us/states/ga/districts/house/69.md) — 2% (state house)
+- [GA House District 57](/us/states/ga/districts/house/57.md) — 2% (state house)
+- [GA House District 52](/us/states/ga/districts/house/52.md) — 1% (state house)
+- [GA House District 25](/us/states/ga/districts/house/25.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/gilmer/index.md b/data/jurisdictions/us/states/ga/counties/gilmer/index.md
index f2de6f470e..55a3976563 100644
--- a/data/jurisdictions/us/states/ga/counties/gilmer/index.md
+++ b/data/jurisdictions/us/states/ga/counties/gilmer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 421
   hispanic: 3989
   bachelors_plus: 8247
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/ga/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3989 |
 | Bachelor's or higher | 8247 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 100% (congressional)
+- [GA Senate District 51](/us/states/ga/districts/senate/51.md) — 100% (state senate)
+- [GA House District 7](/us/states/ga/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/glascock/index.md b/data/jurisdictions/us/states/ga/counties/glascock/index.md
index d23ad33e92..c40fab1204 100644
--- a/data/jurisdictions/us/states/ga/counties/glascock/index.md
+++ b/data/jurisdictions/us/states/ga/counties/glascock/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 93
   bachelors_plus: 452
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/128"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 93 |
 | Bachelor's or higher | 452 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 100% (state senate)
+- [GA House District 128](/us/states/ga/districts/house/128.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/glynn/index.md b/data/jurisdictions/us/states/ga/counties/glynn/index.md
index 8d2b79506e..3f18188908 100644
--- a/data/jurisdictions/us/states/ga/counties/glynn/index.md
+++ b/data/jurisdictions/us/states/ga/counties/glynn/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 266
   hispanic: 6637
   bachelors_plus: 27600
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.8
+  - to: "us/states/ga/districts/senate/3"
+    rel: in-district
+    area_weight: 0.7955
+  - to: "us/states/ga/districts/house/167"
+    rel: in-district
+    area_weight: 0.4128
+  - to: "us/states/ga/districts/house/179"
+    rel: in-district
+    area_weight: 0.2553
+  - to: "us/states/ga/districts/house/180"
+    rel: in-district
+    area_weight: 0.1274
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6637 |
 | Bachelor's or higher | 27600 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 80% (congressional)
+- [GA Senate District 3](/us/states/ga/districts/senate/3.md) — 80% (state senate)
+- [GA House District 167](/us/states/ga/districts/house/167.md) — 41% (state house)
+- [GA House District 179](/us/states/ga/districts/house/179.md) — 26% (state house)
+- [GA House District 180](/us/states/ga/districts/house/180.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/gordon/index.md b/data/jurisdictions/us/states/ga/counties/gordon/index.md
index c087eaf9cf..33969dac62 100644
--- a/data/jurisdictions/us/states/ga/counties/gordon/index.md
+++ b/data/jurisdictions/us/states/ga/counties/gordon/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 758
   hispanic: 9657
   bachelors_plus: 10878
+districts:
+  - to: "us/states/ga/districts/11"
+    rel: in-district
+    area_weight: 0.9928
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 0.0072
+  - to: "us/states/ga/districts/senate/54"
+    rel: in-district
+    area_weight: 0.7427
+  - to: "us/states/ga/districts/senate/52"
+    rel: in-district
+    area_weight: 0.2572
+  - to: "us/states/ga/districts/house/5"
+    rel: in-district
+    area_weight: 0.8211
+  - to: "us/states/ga/districts/house/6"
+    rel: in-district
+    area_weight: 0.1787
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 9657 |
 | Bachelor's or higher | 10878 |
 
+## Districts
+
+- [GA-11](/us/states/ga/districts/11.md) — 99% (congressional)
+- [GA-14](/us/states/ga/districts/14.md) — 1% (congressional)
+- [GA Senate District 54](/us/states/ga/districts/senate/54.md) — 74% (state senate)
+- [GA Senate District 52](/us/states/ga/districts/senate/52.md) — 26% (state senate)
+- [GA House District 5](/us/states/ga/districts/house/5.md) — 82% (state house)
+- [GA House District 6](/us/states/ga/districts/house/6.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/grady/index.md b/data/jurisdictions/us/states/ga/counties/grady/index.md
index b1468787a5..dc6473158c 100644
--- a/data/jurisdictions/us/states/ga/counties/grady/index.md
+++ b/data/jurisdictions/us/states/ga/counties/grady/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 102
   hispanic: 3484
   bachelors_plus: 4110
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/171"
+    rel: in-district
+    area_weight: 0.6006
+  - to: "us/states/ga/districts/house/173"
+    rel: in-district
+    area_weight: 0.3993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3484 |
 | Bachelor's or higher | 4110 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 11](/us/states/ga/districts/senate/11.md) — 100% (state senate)
+- [GA House District 171](/us/states/ga/districts/house/171.md) — 60% (state house)
+- [GA House District 173](/us/states/ga/districts/house/173.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/greene/index.md b/data/jurisdictions/us/states/ga/counties/greene/index.md
index d52561611d..77d8ff2411 100644
--- a/data/jurisdictions/us/states/ga/counties/greene/index.md
+++ b/data/jurisdictions/us/states/ga/counties/greene/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 114
   hispanic: 1442
   bachelors_plus: 7969
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/124"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1442 |
 | Bachelor's or higher | 7969 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 24](/us/states/ga/districts/senate/24.md) — 100% (state senate)
+- [GA House District 124](/us/states/ga/districts/house/124.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/gwinnett/index.md b/data/jurisdictions/us/states/ga/counties/gwinnett/index.md
index 95724e9b6a..af4d506a69 100644
--- a/data/jurisdictions/us/states/ga/counties/gwinnett/index.md
+++ b/data/jurisdictions/us/states/ga/counties/gwinnett/index.md
@@ -22,9 +22,114 @@ demographics:
   race_native: 4656
   hispanic: 232470
   bachelors_plus: 334599
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.3744
+  - to: "us/states/ga/districts/13"
+    rel: in-district
+    area_weight: 0.3641
+  - to: "us/states/ga/districts/04"
+    rel: in-district
+    area_weight: 0.1794
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.0808
+  - to: "us/states/ga/districts/senate/45"
+    rel: in-district
+    area_weight: 0.2097
+  - to: "us/states/ga/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1843
+  - to: "us/states/ga/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1164
+  - to: "us/states/ga/districts/senate/46"
+    rel: in-district
+    area_weight: 0.0816
+  - to: "us/states/ga/districts/senate/55"
+    rel: in-district
+    area_weight: 0.0806
+  - to: "us/states/ga/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0772
+  - to: "us/states/ga/districts/senate/48"
+    rel: in-district
+    area_weight: 0.0613
+  - to: "us/states/ga/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0205
+  - to: "us/states/ga/districts/house/110"
+    rel: in-district
+    area_weight: 0.0835
+  - to: "us/states/ga/districts/house/105"
+    rel: in-district
+    area_weight: 0.0754
+  - to: "us/states/ga/districts/house/111"
+    rel: in-district
+    area_weight: 0.0741
+  - to: "us/states/ga/districts/house/103"
+    rel: in-district
+    area_weight: 0.0679
+  - to: "us/states/ga/districts/house/99"
+    rel: in-district
+    area_weight: 0.0625
+  - to: "us/states/ga/districts/house/108"
+    rel: in-district
+    area_weight: 0.0566
+  - to: "us/states/ga/districts/house/102"
+    rel: in-district
+    area_weight: 0.0539
+  - to: "us/states/ga/districts/house/104"
+    rel: in-district
+    area_weight: 0.0537
+  - to: "us/states/ga/districts/house/100"
+    rel: in-district
+    area_weight: 0.0529
+  - to: "us/states/ga/districts/house/97"
+    rel: in-district
+    area_weight: 0.0522
+  - to: "us/states/ga/districts/house/107"
+    rel: in-district
+    area_weight: 0.0476
+  - to: "us/states/ga/districts/house/96"
+    rel: in-district
+    area_weight: 0.0473
+  - to: "us/states/ga/districts/house/106"
+    rel: in-district
+    area_weight: 0.0455
+  - to: "us/states/ga/districts/house/95"
+    rel: in-district
+    area_weight: 0.0428
+  - to: "us/states/ga/districts/house/94"
+    rel: in-district
+    area_weight: 0.0404
+  - to: "us/states/ga/districts/house/93"
+    rel: in-district
+    area_weight: 0.0403
+  - to: "us/states/ga/districts/house/109"
+    rel: in-district
+    area_weight: 0.0293
+  - to: "us/states/ga/districts/house/98"
+    rel: in-district
+    area_weight: 0.0268
+  - to: "us/states/ga/districts/house/48"
+    rel: in-district
+    area_weight: 0.0141
+  - to: "us/states/ga/districts/house/30"
+    rel: in-district
+    area_weight: 0.0138
+  - to: "us/states/ga/districts/house/112"
+    rel: in-district
+    area_weight: 0.0132
+  - to: "us/states/ga/districts/house/88"
+    rel: in-district
+    area_weight: 0.0061
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +161,44 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 232470 |
 | Bachelor's or higher | 334599 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 37% (congressional)
+- [GA-13](/us/states/ga/districts/13.md) — 36% (congressional)
+- [GA-04](/us/states/ga/districts/04.md) — 18% (congressional)
+- [GA-10](/us/states/ga/districts/10.md) — 8% (congressional)
+- [GA Senate District 45](/us/states/ga/districts/senate/45.md) — 21% (state senate)
+- [GA Senate District 9](/us/states/ga/districts/senate/9.md) — 18% (state senate)
+- [GA Senate District 5](/us/states/ga/districts/senate/5.md) — 12% (state senate)
+- [GA Senate District 46](/us/states/ga/districts/senate/46.md) — 8% (state senate)
+- [GA Senate District 55](/us/states/ga/districts/senate/55.md) — 8% (state senate)
+- [GA Senate District 43](/us/states/ga/districts/senate/43.md) — 8% (state senate)
+- [GA Senate District 48](/us/states/ga/districts/senate/48.md) — 6% (state senate)
+- [GA Senate District 40](/us/states/ga/districts/senate/40.md) — 2% (state senate)
+- [GA House District 110](/us/states/ga/districts/house/110.md) — 8% (state house)
+- [GA House District 105](/us/states/ga/districts/house/105.md) — 8% (state house)
+- [GA House District 111](/us/states/ga/districts/house/111.md) — 7% (state house)
+- [GA House District 103](/us/states/ga/districts/house/103.md) — 7% (state house)
+- [GA House District 99](/us/states/ga/districts/house/99.md) — 6% (state house)
+- [GA House District 108](/us/states/ga/districts/house/108.md) — 6% (state house)
+- [GA House District 102](/us/states/ga/districts/house/102.md) — 5% (state house)
+- [GA House District 104](/us/states/ga/districts/house/104.md) — 5% (state house)
+- [GA House District 100](/us/states/ga/districts/house/100.md) — 5% (state house)
+- [GA House District 97](/us/states/ga/districts/house/97.md) — 5% (state house)
+- [GA House District 107](/us/states/ga/districts/house/107.md) — 5% (state house)
+- [GA House District 96](/us/states/ga/districts/house/96.md) — 5% (state house)
+- [GA House District 106](/us/states/ga/districts/house/106.md) — 5% (state house)
+- [GA House District 95](/us/states/ga/districts/house/95.md) — 4% (state house)
+- [GA House District 94](/us/states/ga/districts/house/94.md) — 4% (state house)
+- [GA House District 93](/us/states/ga/districts/house/93.md) — 4% (state house)
+- [GA House District 109](/us/states/ga/districts/house/109.md) — 3% (state house)
+- [GA House District 98](/us/states/ga/districts/house/98.md) — 3% (state house)
+- [GA House District 48](/us/states/ga/districts/house/48.md) — 1% (state house)
+- [GA House District 30](/us/states/ga/districts/house/30.md) — 1% (state house)
+- [GA House District 112](/us/states/ga/districts/house/112.md) — 1% (state house)
+- [GA House District 88](/us/states/ga/districts/house/88.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/habersham/index.md b/data/jurisdictions/us/states/ga/counties/habersham/index.md
index 9c0ca25c3a..08581e827c 100644
--- a/data/jurisdictions/us/states/ga/counties/habersham/index.md
+++ b/data/jurisdictions/us/states/ga/counties/habersham/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 286
   hispanic: 7681
   bachelors_plus: 11405
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/senate/50"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/10"
+    rel: in-district
+    area_weight: 0.9223
+  - to: "us/states/ga/districts/house/32"
+    rel: in-district
+    area_weight: 0.0773
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 7681 |
 | Bachelor's or higher | 11405 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 100% (congressional)
+- [GA Senate District 50](/us/states/ga/districts/senate/50.md) — 100% (state senate)
+- [GA House District 10](/us/states/ga/districts/house/10.md) — 92% (state house)
+- [GA House District 32](/us/states/ga/districts/house/32.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/hall/index.md b/data/jurisdictions/us/states/ga/counties/hall/index.md
index 8141a6f402..5fccdb68a7 100644
--- a/data/jurisdictions/us/states/ga/counties/hall/index.md
+++ b/data/jurisdictions/us/states/ga/counties/hall/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 910
   hispanic: 61982
   bachelors_plus: 54020
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.7331
+  - to: "us/states/ga/districts/07"
+    rel: in-district
+    area_weight: 0.2669
+  - to: "us/states/ga/districts/senate/49"
+    rel: in-district
+    area_weight: 0.8854
+  - to: "us/states/ga/districts/senate/50"
+    rel: in-district
+    area_weight: 0.1143
+  - to: "us/states/ga/districts/house/27"
+    rel: in-district
+    area_weight: 0.535
+  - to: "us/states/ga/districts/house/30"
+    rel: in-district
+    area_weight: 0.1802
+  - to: "us/states/ga/districts/house/29"
+    rel: in-district
+    area_weight: 0.1033
+  - to: "us/states/ga/districts/house/31"
+    rel: in-district
+    area_weight: 0.0721
+  - to: "us/states/ga/districts/house/28"
+    rel: in-district
+    area_weight: 0.0462
+  - to: "us/states/ga/districts/house/100"
+    rel: in-district
+    area_weight: 0.0397
+  - to: "us/states/ga/districts/house/103"
+    rel: in-district
+    area_weight: 0.0231
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 61982 |
 | Bachelor's or higher | 54020 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 73% (congressional)
+- [GA-07](/us/states/ga/districts/07.md) — 27% (congressional)
+- [GA Senate District 49](/us/states/ga/districts/senate/49.md) — 89% (state senate)
+- [GA Senate District 50](/us/states/ga/districts/senate/50.md) — 11% (state senate)
+- [GA House District 27](/us/states/ga/districts/house/27.md) — 54% (state house)
+- [GA House District 30](/us/states/ga/districts/house/30.md) — 18% (state house)
+- [GA House District 29](/us/states/ga/districts/house/29.md) — 10% (state house)
+- [GA House District 31](/us/states/ga/districts/house/31.md) — 7% (state house)
+- [GA House District 28](/us/states/ga/districts/house/28.md) — 5% (state house)
+- [GA House District 100](/us/states/ga/districts/house/100.md) — 4% (state house)
+- [GA House District 103](/us/states/ga/districts/house/103.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/hancock/index.md b/data/jurisdictions/us/states/ga/counties/hancock/index.md
index f5b6a19e80..b977d14c46 100644
--- a/data/jurisdictions/us/states/ga/counties/hancock/index.md
+++ b/data/jurisdictions/us/states/ga/counties/hancock/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 33
   hispanic: 59
   bachelors_plus: 917
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9958
+  - to: "us/states/ga/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/128"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 59 |
 | Bachelor's or higher | 917 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 26](/us/states/ga/districts/senate/26.md) — 100% (state senate)
+- [GA House District 128](/us/states/ga/districts/house/128.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/haralson/index.md b/data/jurisdictions/us/states/ga/counties/haralson/index.md
index cca8fb3b45..0e0f482c4e 100644
--- a/data/jurisdictions/us/states/ga/counties/haralson/index.md
+++ b/data/jurisdictions/us/states/ga/counties/haralson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 665
   bachelors_plus: 4880
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/18"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 665 |
 | Bachelor's or higher | 4880 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 100% (congressional)
+- [GA Senate District 30](/us/states/ga/districts/senate/30.md) — 100% (state senate)
+- [GA House District 18](/us/states/ga/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/harris/index.md b/data/jurisdictions/us/states/ga/counties/harris/index.md
index 3395af8c35..04e2d1119b 100644
--- a/data/jurisdictions/us/states/ga/counties/harris/index.md
+++ b/data/jurisdictions/us/states/ga/counties/harris/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 53
   hispanic: 1785
   bachelors_plus: 13699
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.9939
+  - to: "us/states/ga/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ga/districts/house/138"
+    rel: in-district
+    area_weight: 0.7256
+  - to: "us/states/ga/districts/house/139"
+    rel: in-district
+    area_weight: 0.2736
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1785 |
 | Bachelor's or higher | 13699 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 99% (congressional)
+- [GA Senate District 29](/us/states/ga/districts/senate/29.md) — 100% (state senate)
+- [GA House District 138](/us/states/ga/districts/house/138.md) — 73% (state house)
+- [GA House District 139](/us/states/ga/districts/house/139.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/hart/index.md b/data/jurisdictions/us/states/ga/counties/hart/index.md
index 85de59c279..cf69d50cf9 100644
--- a/data/jurisdictions/us/states/ga/counties/hart/index.md
+++ b/data/jurisdictions/us/states/ga/counties/hart/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 141
   hispanic: 1145
   bachelors_plus: 5599
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/ga/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/house/33"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1145 |
 | Bachelor's or higher | 5599 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 24](/us/states/ga/districts/senate/24.md) — 100% (state senate)
+- [GA House District 33](/us/states/ga/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/heard/index.md b/data/jurisdictions/us/states/ga/counties/heard/index.md
index f4e8e2e502..f15238f847 100644
--- a/data/jurisdictions/us/states/ga/counties/heard/index.md
+++ b/data/jurisdictions/us/states/ga/counties/heard/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 328
   bachelors_plus: 1450
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/72"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 328 |
 | Bachelor's or higher | 1450 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 100% (congressional)
+- [GA Senate District 6](/us/states/ga/districts/senate/6.md) — 100% (state senate)
+- [GA House District 72](/us/states/ga/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/henry/index.md b/data/jurisdictions/us/states/ga/counties/henry/index.md
index af9fb0234e..47d4572a7b 100644
--- a/data/jurisdictions/us/states/ga/counties/henry/index.md
+++ b/data/jurisdictions/us/states/ga/counties/henry/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 431
   hispanic: 20722
   bachelors_plus: 65600
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.5607
+  - to: "us/states/ga/districts/13"
+    rel: in-district
+    area_weight: 0.2927
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.1466
+  - to: "us/states/ga/districts/senate/17"
+    rel: in-district
+    area_weight: 0.391
+  - to: "us/states/ga/districts/senate/25"
+    rel: in-district
+    area_weight: 0.279
+  - to: "us/states/ga/districts/senate/10"
+    rel: in-district
+    area_weight: 0.1656
+  - to: "us/states/ga/districts/senate/42"
+    rel: in-district
+    area_weight: 0.1641
+  - to: "us/states/ga/districts/house/81"
+    rel: in-district
+    area_weight: 0.3702
+  - to: "us/states/ga/districts/house/117"
+    rel: in-district
+    area_weight: 0.1911
+  - to: "us/states/ga/districts/house/78"
+    rel: in-district
+    area_weight: 0.1203
+  - to: "us/states/ga/districts/house/74"
+    rel: in-district
+    area_weight: 0.1158
+  - to: "us/states/ga/districts/house/115"
+    rel: in-district
+    area_weight: 0.1122
+  - to: "us/states/ga/districts/house/116"
+    rel: in-district
+    area_weight: 0.0898
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 20722 |
 | Bachelor's or higher | 65600 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 56% (congressional)
+- [GA-13](/us/states/ga/districts/13.md) — 29% (congressional)
+- [GA-03](/us/states/ga/districts/03.md) — 15% (congressional)
+- [GA Senate District 17](/us/states/ga/districts/senate/17.md) — 39% (state senate)
+- [GA Senate District 25](/us/states/ga/districts/senate/25.md) — 28% (state senate)
+- [GA Senate District 10](/us/states/ga/districts/senate/10.md) — 17% (state senate)
+- [GA Senate District 42](/us/states/ga/districts/senate/42.md) — 16% (state senate)
+- [GA House District 81](/us/states/ga/districts/house/81.md) — 37% (state house)
+- [GA House District 117](/us/states/ga/districts/house/117.md) — 19% (state house)
+- [GA House District 78](/us/states/ga/districts/house/78.md) — 12% (state house)
+- [GA House District 74](/us/states/ga/districts/house/74.md) — 12% (state house)
+- [GA House District 115](/us/states/ga/districts/house/115.md) — 11% (state house)
+- [GA House District 116](/us/states/ga/districts/house/116.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/houston/index.md b/data/jurisdictions/us/states/ga/counties/houston/index.md
index b70f71e0d8..14bd171489 100644
--- a/data/jurisdictions/us/states/ga/counties/houston/index.md
+++ b/data/jurisdictions/us/states/ga/counties/houston/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 499
   hispanic: 12872
   bachelors_plus: 51843
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.8691
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.1309
+  - to: "us/states/ga/districts/senate/20"
+    rel: in-district
+    area_weight: 0.8206
+  - to: "us/states/ga/districts/senate/26"
+    rel: in-district
+    area_weight: 0.1202
+  - to: "us/states/ga/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0592
+  - to: "us/states/ga/districts/house/148"
+    rel: in-district
+    area_weight: 0.5986
+  - to: "us/states/ga/districts/house/146"
+    rel: in-district
+    area_weight: 0.225
+  - to: "us/states/ga/districts/house/143"
+    rel: in-district
+    area_weight: 0.103
+  - to: "us/states/ga/districts/house/147"
+    rel: in-district
+    area_weight: 0.0729
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12872 |
 | Bachelor's or higher | 51843 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 87% (congressional)
+- [GA-02](/us/states/ga/districts/02.md) — 13% (congressional)
+- [GA Senate District 20](/us/states/ga/districts/senate/20.md) — 82% (state senate)
+- [GA Senate District 26](/us/states/ga/districts/senate/26.md) — 12% (state senate)
+- [GA Senate District 18](/us/states/ga/districts/senate/18.md) — 6% (state senate)
+- [GA House District 148](/us/states/ga/districts/house/148.md) — 60% (state house)
+- [GA House District 146](/us/states/ga/districts/house/146.md) — 22% (state house)
+- [GA House District 143](/us/states/ga/districts/house/143.md) — 10% (state house)
+- [GA House District 147](/us/states/ga/districts/house/147.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/irwin/index.md b/data/jurisdictions/us/states/ga/counties/irwin/index.md
index 5d0bed3350..3bcd8df4d9 100644
--- a/data/jurisdictions/us/states/ga/counties/irwin/index.md
+++ b/data/jurisdictions/us/states/ga/counties/irwin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 673
   bachelors_plus: 1366
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/169"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 673 |
 | Bachelor's or higher | 1366 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 13](/us/states/ga/districts/senate/13.md) — 100% (state senate)
+- [GA House District 169](/us/states/ga/districts/house/169.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/jackson/index.md b/data/jurisdictions/us/states/ga/counties/jackson/index.md
index 81b419ae33..6119441b0c 100644
--- a/data/jurisdictions/us/states/ga/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/ga/counties/jackson/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 481
   hispanic: 9201
   bachelors_plus: 21310
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.9952
+  - to: "us/states/ga/districts/senate/47"
+    rel: in-district
+    area_weight: 0.6403
+  - to: "us/states/ga/districts/senate/50"
+    rel: in-district
+    area_weight: 0.3596
+  - to: "us/states/ga/districts/house/31"
+    rel: in-district
+    area_weight: 0.4781
+  - to: "us/states/ga/districts/house/120"
+    rel: in-district
+    area_weight: 0.3152
+  - to: "us/states/ga/districts/house/32"
+    rel: in-district
+    area_weight: 0.1904
+  - to: "us/states/ga/districts/house/119"
+    rel: in-district
+    area_weight: 0.0162
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 9201 |
 | Bachelor's or higher | 21310 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 100% (congressional)
+- [GA Senate District 47](/us/states/ga/districts/senate/47.md) — 64% (state senate)
+- [GA Senate District 50](/us/states/ga/districts/senate/50.md) — 36% (state senate)
+- [GA House District 31](/us/states/ga/districts/house/31.md) — 48% (state house)
+- [GA House District 120](/us/states/ga/districts/house/120.md) — 32% (state house)
+- [GA House District 32](/us/states/ga/districts/house/32.md) — 19% (state house)
+- [GA House District 119](/us/states/ga/districts/house/119.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/jasper/index.md b/data/jurisdictions/us/states/ga/counties/jasper/index.md
index 8006258854..abcd9fbe0d 100644
--- a/data/jurisdictions/us/states/ga/counties/jasper/index.md
+++ b/data/jurisdictions/us/states/ga/counties/jasper/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 799
   bachelors_plus: 2975
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/144"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 799 |
 | Bachelor's or higher | 2975 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 25](/us/states/ga/districts/senate/25.md) — 100% (state senate)
+- [GA House District 144](/us/states/ga/districts/house/144.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/jeff-davis/index.md b/data/jurisdictions/us/states/ga/counties/jeff-davis/index.md
index c83e8378af..20826cd2b6 100644
--- a/data/jurisdictions/us/states/ga/counties/jeff-davis/index.md
+++ b/data/jurisdictions/us/states/ga/counties/jeff-davis/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 186
   hispanic: 2095
   bachelors_plus: 1838
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/157"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2095 |
 | Bachelor's or higher | 1838 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 100% (state senate)
+- [GA House District 157](/us/states/ga/districts/house/157.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/jefferson/index.md b/data/jurisdictions/us/states/ga/counties/jefferson/index.md
index cd724a3b9a..020e460b95 100644
--- a/data/jurisdictions/us/states/ga/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/ga/counties/jefferson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 72
   hispanic: 547
   bachelors_plus: 1835
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/132"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 547 |
 | Bachelor's or higher | 1835 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 100% (state senate)
+- [GA House District 132](/us/states/ga/districts/house/132.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/jenkins/index.md b/data/jurisdictions/us/states/ga/counties/jenkins/index.md
index 77399c2e2c..93073efe35 100644
--- a/data/jurisdictions/us/states/ga/counties/jenkins/index.md
+++ b/data/jurisdictions/us/states/ga/counties/jenkins/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 802
   bachelors_plus: 1056
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/126"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 802 |
 | Bachelor's or higher | 1056 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 100% (state senate)
+- [GA House District 126](/us/states/ga/districts/house/126.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/johnson/index.md b/data/jurisdictions/us/states/ga/counties/johnson/index.md
index ba77ee2ef8..b99305d1c6 100644
--- a/data/jurisdictions/us/states/ga/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/ga/counties/johnson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 162
   bachelors_plus: 880
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/155"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 162 |
 | Bachelor's or higher | 880 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 26](/us/states/ga/districts/senate/26.md) — 100% (state senate)
+- [GA House District 155](/us/states/ga/districts/house/155.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/jones/index.md b/data/jurisdictions/us/states/ga/counties/jones/index.md
index d7570752b6..40a3cfbf55 100644
--- a/data/jurisdictions/us/states/ga/counties/jones/index.md
+++ b/data/jurisdictions/us/states/ga/counties/jones/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 11
   hispanic: 628
   bachelors_plus: 5400
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/ga/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/144"
+    rel: in-district
+    area_weight: 0.8494
+  - to: "us/states/ga/districts/house/149"
+    rel: in-district
+    area_weight: 0.1505
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 628 |
 | Bachelor's or higher | 5400 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 25](/us/states/ga/districts/senate/25.md) — 100% (state senate)
+- [GA House District 144](/us/states/ga/districts/house/144.md) — 85% (state house)
+- [GA House District 149](/us/states/ga/districts/house/149.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/lamar/index.md b/data/jurisdictions/us/states/ga/counties/lamar/index.md
index 8961da68d5..1b813fd59b 100644
--- a/data/jurisdictions/us/states/ga/counties/lamar/index.md
+++ b/data/jurisdictions/us/states/ga/counties/lamar/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 16
   hispanic: 661
   bachelors_plus: 3594
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/135"
+    rel: in-district
+    area_weight: 0.5911
+  - to: "us/states/ga/districts/house/134"
+    rel: in-district
+    area_weight: 0.4088
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 661 |
 | Bachelor's or higher | 3594 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 100% (congressional)
+- [GA Senate District 16](/us/states/ga/districts/senate/16.md) — 100% (state senate)
+- [GA House District 135](/us/states/ga/districts/house/135.md) — 59% (state house)
+- [GA House District 134](/us/states/ga/districts/house/134.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/lanier/index.md b/data/jurisdictions/us/states/ga/counties/lanier/index.md
index 0edc9375b4..1525c1545d 100644
--- a/data/jurisdictions/us/states/ga/counties/lanier/index.md
+++ b/data/jurisdictions/us/states/ga/counties/lanier/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 758
   bachelors_plus: 1852
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/176"
+    rel: in-district
+    area_weight: 0.9987
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 758 |
 | Bachelor's or higher | 1852 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 8](/us/states/ga/districts/senate/8.md) — 100% (state senate)
+- [GA House District 176](/us/states/ga/districts/house/176.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/laurens/index.md b/data/jurisdictions/us/states/ga/counties/laurens/index.md
index ee0ae7410a..d6f68256f0 100644
--- a/data/jurisdictions/us/states/ga/counties/laurens/index.md
+++ b/data/jurisdictions/us/states/ga/counties/laurens/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 56
   hispanic: 1646
   bachelors_plus: 9402
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/ga/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/155"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1646 |
 | Bachelor's or higher | 9402 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 20](/us/states/ga/districts/senate/20.md) — 100% (state senate)
+- [GA House District 155](/us/states/ga/districts/house/155.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/lee/index.md b/data/jurisdictions/us/states/ga/counties/lee/index.md
index 6d28cd510c..2f8945c1d9 100644
--- a/data/jurisdictions/us/states/ga/counties/lee/index.md
+++ b/data/jurisdictions/us/states/ga/counties/lee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 1131
   bachelors_plus: 10998
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9974
+  - to: "us/states/ga/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/152"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1131 |
 | Bachelor's or higher | 10998 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 13](/us/states/ga/districts/senate/13.md) — 100% (state senate)
+- [GA House District 152](/us/states/ga/districts/house/152.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/liberty/index.md b/data/jurisdictions/us/states/ga/counties/liberty/index.md
index 80acd71234..35f38eb593 100644
--- a/data/jurisdictions/us/states/ga/counties/liberty/index.md
+++ b/data/jurisdictions/us/states/ga/counties/liberty/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 345
   hispanic: 8535
   bachelors_plus: 10564
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.8988
+  - to: "us/states/ga/districts/senate/1"
+    rel: in-district
+    area_weight: 0.8981
+  - to: "us/states/ga/districts/house/168"
+    rel: in-district
+    area_weight: 0.5982
+  - to: "us/states/ga/districts/house/167"
+    rel: in-district
+    area_weight: 0.2996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8535 |
 | Bachelor's or higher | 10564 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 90% (congressional)
+- [GA Senate District 1](/us/states/ga/districts/senate/1.md) — 90% (state senate)
+- [GA House District 168](/us/states/ga/districts/house/168.md) — 60% (state house)
+- [GA House District 167](/us/states/ga/districts/house/167.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/lincoln/index.md b/data/jurisdictions/us/states/ga/counties/lincoln/index.md
index 8716853f81..007dd3a47d 100644
--- a/data/jurisdictions/us/states/ga/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/ga/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 114
   bachelors_plus: 1320
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ga/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/123"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 114 |
 | Bachelor's or higher | 1320 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 24](/us/states/ga/districts/senate/24.md) — 100% (state senate)
+- [GA House District 123](/us/states/ga/districts/house/123.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/long/index.md b/data/jurisdictions/us/states/ga/counties/long/index.md
index e8b85395db..40ca02779d 100644
--- a/data/jurisdictions/us/states/ga/counties/long/index.md
+++ b/data/jurisdictions/us/states/ga/counties/long/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 2405
   bachelors_plus: 2063
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/167"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2405 |
 | Bachelor's or higher | 2063 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 100% (congressional)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 100% (state senate)
+- [GA House District 167](/us/states/ga/districts/house/167.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/lowndes/index.md b/data/jurisdictions/us/states/ga/counties/lowndes/index.md
index 3302d1a46c..d9dfcfc32c 100644
--- a/data/jurisdictions/us/states/ga/counties/lowndes/index.md
+++ b/data/jurisdictions/us/states/ga/counties/lowndes/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 378
   hispanic: 8552
   bachelors_plus: 28410
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/house/175"
+    rel: in-district
+    area_weight: 0.5372
+  - to: "us/states/ga/districts/house/174"
+    rel: in-district
+    area_weight: 0.2945
+  - to: "us/states/ga/districts/house/176"
+    rel: in-district
+    area_weight: 0.0673
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8552 |
 | Bachelor's or higher | 28410 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 8](/us/states/ga/districts/senate/8.md) — 100% (state senate)
+- [GA House District 175](/us/states/ga/districts/house/175.md) — 54% (state house)
+- [GA House District 174](/us/states/ga/districts/house/174.md) — 29% (state house)
+- [GA House District 176](/us/states/ga/districts/house/176.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/lumpkin/index.md b/data/jurisdictions/us/states/ga/counties/lumpkin/index.md
index 832dc440df..6283430a6e 100644
--- a/data/jurisdictions/us/states/ga/counties/lumpkin/index.md
+++ b/data/jurisdictions/us/states/ga/counties/lumpkin/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 119
   hispanic: 2011
   bachelors_plus: 9542
+districts:
+  - to: "us/states/ga/districts/07"
+    rel: in-district
+    area_weight: 0.9897
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.0103
+  - to: "us/states/ga/districts/senate/51"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/9"
+    rel: in-district
+    area_weight: 0.9185
+  - to: "us/states/ga/districts/house/27"
+    rel: in-district
+    area_weight: 0.0759
+  - to: "us/states/ga/districts/house/8"
+    rel: in-district
+    area_weight: 0.0056
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 2011 |
 | Bachelor's or higher | 9542 |
 
+## Districts
+
+- [GA-07](/us/states/ga/districts/07.md) — 99% (congressional)
+- [GA-09](/us/states/ga/districts/09.md) — 1% (congressional)
+- [GA Senate District 51](/us/states/ga/districts/senate/51.md) — 100% (state senate)
+- [GA House District 9](/us/states/ga/districts/house/9.md) — 92% (state house)
+- [GA House District 27](/us/states/ga/districts/house/27.md) — 8% (state house)
+- [GA House District 8](/us/states/ga/districts/house/8.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/macon/index.md b/data/jurisdictions/us/states/ga/counties/macon/index.md
index 55c6560c6b..3c386fd0a7 100644
--- a/data/jurisdictions/us/states/ga/counties/macon/index.md
+++ b/data/jurisdictions/us/states/ga/counties/macon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 561
   bachelors_plus: 1300
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ga/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/150"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 561 |
 | Bachelor's or higher | 1300 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 15](/us/states/ga/districts/senate/15.md) — 100% (state senate)
+- [GA House District 150](/us/states/ga/districts/house/150.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/madison/index.md b/data/jurisdictions/us/states/ga/counties/madison/index.md
index 17c1244854..524aa9a84e 100644
--- a/data/jurisdictions/us/states/ga/counties/madison/index.md
+++ b/data/jurisdictions/us/states/ga/counties/madison/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 49
   hispanic: 2326
   bachelors_plus: 6786
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/ga/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/house/123"
+    rel: in-district
+    area_weight: 0.5545
+  - to: "us/states/ga/districts/house/33"
+    rel: in-district
+    area_weight: 0.4452
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2326 |
 | Bachelor's or higher | 6786 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 47](/us/states/ga/districts/senate/47.md) — 100% (state senate)
+- [GA House District 123](/us/states/ga/districts/house/123.md) — 55% (state house)
+- [GA House District 33](/us/states/ga/districts/house/33.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/marion/index.md b/data/jurisdictions/us/states/ga/counties/marion/index.md
index 8ff8d0a693..1c349f1541 100644
--- a/data/jurisdictions/us/states/ga/counties/marion/index.md
+++ b/data/jurisdictions/us/states/ga/counties/marion/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 89
   hispanic: 603
   bachelors_plus: 1362
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/151"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 603 |
 | Bachelor's or higher | 1362 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 15](/us/states/ga/districts/senate/15.md) — 100% (state senate)
+- [GA House District 151](/us/states/ga/districts/house/151.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/mcduffie/index.md b/data/jurisdictions/us/states/ga/counties/mcduffie/index.md
index 5a7b55c765..4219070a3a 100644
--- a/data/jurisdictions/us/states/ga/counties/mcduffie/index.md
+++ b/data/jurisdictions/us/states/ga/counties/mcduffie/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 800
   bachelors_plus: 3692
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/125"
+    rel: in-district
+    area_weight: 0.5074
+  - to: "us/states/ga/districts/house/128"
+    rel: in-district
+    area_weight: 0.4924
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 800 |
 | Bachelor's or higher | 3692 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 100% (state senate)
+- [GA House District 125](/us/states/ga/districts/house/125.md) — 51% (state house)
+- [GA House District 128](/us/states/ga/districts/house/128.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/mcintosh/index.md b/data/jurisdictions/us/states/ga/counties/mcintosh/index.md
index 94a271eff4..eb0d2c9ceb 100644
--- a/data/jurisdictions/us/states/ga/counties/mcintosh/index.md
+++ b/data/jurisdictions/us/states/ga/counties/mcintosh/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 302
   bachelors_plus: 2488
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.845
+  - to: "us/states/ga/districts/senate/3"
+    rel: in-district
+    area_weight: 0.8266
+  - to: "us/states/ga/districts/house/167"
+    rel: in-district
+    area_weight: 0.8266
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 302 |
 | Bachelor's or higher | 2488 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 84% (congressional)
+- [GA Senate District 3](/us/states/ga/districts/senate/3.md) — 83% (state senate)
+- [GA House District 167](/us/states/ga/districts/house/167.md) — 83% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/meriwether/index.md b/data/jurisdictions/us/states/ga/counties/meriwether/index.md
index c0712ae581..d7b549abda 100644
--- a/data/jurisdictions/us/states/ga/counties/meriwether/index.md
+++ b/data/jurisdictions/us/states/ga/counties/meriwether/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 17
   hispanic: 176
   bachelors_plus: 3135
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ga/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/136"
+    rel: in-district
+    area_weight: 0.7943
+  - to: "us/states/ga/districts/house/137"
+    rel: in-district
+    area_weight: 0.2055
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 176 |
 | Bachelor's or higher | 3135 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 100% (congressional)
+- [GA Senate District 29](/us/states/ga/districts/senate/29.md) — 100% (state senate)
+- [GA House District 136](/us/states/ga/districts/house/136.md) — 79% (state house)
+- [GA House District 137](/us/states/ga/districts/house/137.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/miller/index.md b/data/jurisdictions/us/states/ga/counties/miller/index.md
index a8a11df20c..826c12bc76 100644
--- a/data/jurisdictions/us/states/ga/counties/miller/index.md
+++ b/data/jurisdictions/us/states/ga/counties/miller/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 18
   hispanic: 194
   bachelors_plus: 1172
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/154"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 194 |
 | Bachelor's or higher | 1172 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA House District 154](/us/states/ga/districts/house/154.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/mitchell/index.md b/data/jurisdictions/us/states/ga/counties/mitchell/index.md
index 45bc676b85..206cb61ba8 100644
--- a/data/jurisdictions/us/states/ga/counties/mitchell/index.md
+++ b/data/jurisdictions/us/states/ga/counties/mitchell/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 37
   hispanic: 1098
   bachelors_plus: 2954
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/171"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 1098 |
 | Bachelor's or higher | 2954 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA House District 171](/us/states/ga/districts/house/171.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/monroe/index.md b/data/jurisdictions/us/states/ga/counties/monroe/index.md
index 5702eec5ae..a7cdc2ac7e 100644
--- a/data/jurisdictions/us/states/ga/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/ga/counties/monroe/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 96
   hispanic: 853
   bachelors_plus: 7974
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ga/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/house/145"
+    rel: in-district
+    area_weight: 0.4971
+  - to: "us/states/ga/districts/house/118"
+    rel: in-district
+    area_weight: 0.4411
+  - to: "us/states/ga/districts/house/144"
+    rel: in-district
+    area_weight: 0.0612
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 853 |
 | Bachelor's or higher | 7974 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 18](/us/states/ga/districts/senate/18.md) — 100% (state senate)
+- [GA House District 145](/us/states/ga/districts/house/145.md) — 50% (state house)
+- [GA House District 118](/us/states/ga/districts/house/118.md) — 44% (state house)
+- [GA House District 144](/us/states/ga/districts/house/144.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/montgomery/index.md b/data/jurisdictions/us/states/ga/counties/montgomery/index.md
index a555a6fefc..d24ae6646c 100644
--- a/data/jurisdictions/us/states/ga/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/ga/counties/montgomery/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 646
   bachelors_plus: 1660
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/156"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 646 |
 | Bachelor's or higher | 1660 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 100% (state senate)
+- [GA House District 156](/us/states/ga/districts/house/156.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/morgan/index.md b/data/jurisdictions/us/states/ga/counties/morgan/index.md
index 7ba8cb7060..88bcf1c8aa 100644
--- a/data/jurisdictions/us/states/ga/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/ga/counties/morgan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 797
   bachelors_plus: 6174
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/42"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/114"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 797 |
 | Bachelor's or higher | 6174 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 42](/us/states/ga/districts/senate/42.md) — 100% (state senate)
+- [GA House District 114](/us/states/ga/districts/house/114.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/murray/index.md b/data/jurisdictions/us/states/ga/counties/murray/index.md
index e1d5623b8c..9a63156eb3 100644
--- a/data/jurisdictions/us/states/ga/counties/murray/index.md
+++ b/data/jurisdictions/us/states/ga/counties/murray/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 308
   hispanic: 6523
   bachelors_plus: 5576
+districts:
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 0.9962
+  - to: "us/states/ga/districts/senate/54"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/6"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6523 |
 | Bachelor's or higher | 5576 |
 
+## Districts
+
+- [GA-14](/us/states/ga/districts/14.md) — 100% (congressional)
+- [GA Senate District 54](/us/states/ga/districts/senate/54.md) — 100% (state senate)
+- [GA House District 6](/us/states/ga/districts/house/6.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/muscogee/index.md b/data/jurisdictions/us/states/ga/counties/muscogee/index.md
index 194623831a..78f5a5d076 100644
--- a/data/jurisdictions/us/states/ga/counties/muscogee/index.md
+++ b/data/jurisdictions/us/states/ga/counties/muscogee/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 355
   hispanic: 17357
   bachelors_plus: 57606
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.8319
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.161
+  - to: "us/states/ga/districts/senate/15"
+    rel: in-district
+    area_weight: 0.5973
+  - to: "us/states/ga/districts/senate/29"
+    rel: in-district
+    area_weight: 0.4018
+  - to: "us/states/ga/districts/house/137"
+    rel: in-district
+    area_weight: 0.4791
+  - to: "us/states/ga/districts/house/141"
+    rel: in-district
+    area_weight: 0.1496
+  - to: "us/states/ga/districts/house/139"
+    rel: in-district
+    area_weight: 0.1283
+  - to: "us/states/ga/districts/house/140"
+    rel: in-district
+    area_weight: 0.1224
+  - to: "us/states/ga/districts/house/138"
+    rel: in-district
+    area_weight: 0.1192
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 17357 |
 | Bachelor's or higher | 57606 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 83% (congressional)
+- [GA-03](/us/states/ga/districts/03.md) — 16% (congressional)
+- [GA Senate District 15](/us/states/ga/districts/senate/15.md) — 60% (state senate)
+- [GA Senate District 29](/us/states/ga/districts/senate/29.md) — 40% (state senate)
+- [GA House District 137](/us/states/ga/districts/house/137.md) — 48% (state house)
+- [GA House District 141](/us/states/ga/districts/house/141.md) — 15% (state house)
+- [GA House District 139](/us/states/ga/districts/house/139.md) — 13% (state house)
+- [GA House District 140](/us/states/ga/districts/house/140.md) — 12% (state house)
+- [GA House District 138](/us/states/ga/districts/house/138.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/newton/index.md b/data/jurisdictions/us/states/ga/counties/newton/index.md
index ccbe7acafc..bc0fc99923 100644
--- a/data/jurisdictions/us/states/ga/counties/newton/index.md
+++ b/data/jurisdictions/us/states/ga/counties/newton/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 64
   hispanic: 8435
   bachelors_plus: 27008
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.7508
+  - to: "us/states/ga/districts/13"
+    rel: in-district
+    area_weight: 0.2492
+  - to: "us/states/ga/districts/senate/42"
+    rel: in-district
+    area_weight: 0.9571
+  - to: "us/states/ga/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0426
+  - to: "us/states/ga/districts/house/114"
+    rel: in-district
+    area_weight: 0.4872
+  - to: "us/states/ga/districts/house/118"
+    rel: in-district
+    area_weight: 0.3258
+  - to: "us/states/ga/districts/house/113"
+    rel: in-district
+    area_weight: 0.1865
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 8435 |
 | Bachelor's or higher | 27008 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 75% (congressional)
+- [GA-13](/us/states/ga/districts/13.md) — 25% (congressional)
+- [GA Senate District 42](/us/states/ga/districts/senate/42.md) — 96% (state senate)
+- [GA Senate District 43](/us/states/ga/districts/senate/43.md) — 4% (state senate)
+- [GA House District 114](/us/states/ga/districts/house/114.md) — 49% (state house)
+- [GA House District 118](/us/states/ga/districts/house/118.md) — 33% (state house)
+- [GA House District 113](/us/states/ga/districts/house/113.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/oconee/index.md b/data/jurisdictions/us/states/ga/counties/oconee/index.md
index 69b19b8aea..e20e368a30 100644
--- a/data/jurisdictions/us/states/ga/counties/oconee/index.md
+++ b/data/jurisdictions/us/states/ga/counties/oconee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 232
   hispanic: 2538
   bachelors_plus: 23988
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/46"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ga/districts/house/121"
+    rel: in-district
+    area_weight: 0.9119
+  - to: "us/states/ga/districts/house/120"
+    rel: in-district
+    area_weight: 0.0872
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2538 |
 | Bachelor's or higher | 23988 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 46](/us/states/ga/districts/senate/46.md) — 100% (state senate)
+- [GA House District 121](/us/states/ga/districts/house/121.md) — 91% (state house)
+- [GA House District 120](/us/states/ga/districts/house/120.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/oglethorpe/index.md b/data/jurisdictions/us/states/ga/counties/oglethorpe/index.md
index 856d97781d..763c99c146 100644
--- a/data/jurisdictions/us/states/ga/counties/oglethorpe/index.md
+++ b/data/jurisdictions/us/states/ga/counties/oglethorpe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 1051
   bachelors_plus: 3963
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/124"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1051 |
 | Bachelor's or higher | 3963 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 24](/us/states/ga/districts/senate/24.md) — 100% (state senate)
+- [GA House District 124](/us/states/ga/districts/house/124.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/paulding/index.md b/data/jurisdictions/us/states/ga/counties/paulding/index.md
index b5ff7113a3..e24be242be 100644
--- a/data/jurisdictions/us/states/ga/counties/paulding/index.md
+++ b/data/jurisdictions/us/states/ga/counties/paulding/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 529
   hispanic: 15643
   bachelors_plus: 46638
+districts:
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/ga/districts/senate/31"
+    rel: in-district
+    area_weight: 0.8451
+  - to: "us/states/ga/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1548
+  - to: "us/states/ga/districts/house/17"
+    rel: in-district
+    area_weight: 0.3565
+  - to: "us/states/ga/districts/house/16"
+    rel: in-district
+    area_weight: 0.2208
+  - to: "us/states/ga/districts/house/19"
+    rel: in-district
+    area_weight: 0.1517
+  - to: "us/states/ga/districts/house/18"
+    rel: in-district
+    area_weight: 0.1438
+  - to: "us/states/ga/districts/house/40"
+    rel: in-district
+    area_weight: 0.1271
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 15643 |
 | Bachelor's or higher | 46638 |
 
+## Districts
+
+- [GA-14](/us/states/ga/districts/14.md) — 100% (congressional)
+- [GA Senate District 31](/us/states/ga/districts/senate/31.md) — 85% (state senate)
+- [GA Senate District 30](/us/states/ga/districts/senate/30.md) — 15% (state senate)
+- [GA House District 17](/us/states/ga/districts/house/17.md) — 36% (state house)
+- [GA House District 16](/us/states/ga/districts/house/16.md) — 22% (state house)
+- [GA House District 19](/us/states/ga/districts/house/19.md) — 15% (state house)
+- [GA House District 18](/us/states/ga/districts/house/18.md) — 14% (state house)
+- [GA House District 40](/us/states/ga/districts/house/40.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/peach/index.md b/data/jurisdictions/us/states/ga/counties/peach/index.md
index 4212b1b2e3..313a698713 100644
--- a/data/jurisdictions/us/states/ga/counties/peach/index.md
+++ b/data/jurisdictions/us/states/ga/counties/peach/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 46
   hispanic: 2674
   bachelors_plus: 6323
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9974
+  - to: "us/states/ga/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/150"
+    rel: in-district
+    area_weight: 0.5162
+  - to: "us/states/ga/districts/house/147"
+    rel: in-district
+    area_weight: 0.2759
+  - to: "us/states/ga/districts/house/134"
+    rel: in-district
+    area_weight: 0.2078
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2674 |
 | Bachelor's or higher | 6323 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 18](/us/states/ga/districts/senate/18.md) — 100% (state senate)
+- [GA House District 150](/us/states/ga/districts/house/150.md) — 52% (state house)
+- [GA House District 147](/us/states/ga/districts/house/147.md) — 28% (state house)
+- [GA House District 134](/us/states/ga/districts/house/134.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/pickens/index.md b/data/jurisdictions/us/states/ga/counties/pickens/index.md
index d06ff6d46f..7c6d5ad1fd 100644
--- a/data/jurisdictions/us/states/ga/counties/pickens/index.md
+++ b/data/jurisdictions/us/states/ga/counties/pickens/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 70
   hispanic: 1410
   bachelors_plus: 9171
+districts:
+  - to: "us/states/ga/districts/11"
+    rel: in-district
+    area_weight: 0.9946
+  - to: "us/states/ga/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/11"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1410 |
 | Bachelor's or higher | 9171 |
 
+## Districts
+
+- [GA-11](/us/states/ga/districts/11.md) — 99% (congressional)
+- [GA Senate District 51](/us/states/ga/districts/senate/51.md) — 100% (state senate)
+- [GA House District 11](/us/states/ga/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/pierce/index.md b/data/jurisdictions/us/states/ga/counties/pierce/index.md
index f7333ca341..a60dceeee5 100644
--- a/data/jurisdictions/us/states/ga/counties/pierce/index.md
+++ b/data/jurisdictions/us/states/ga/counties/pierce/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 59
   hispanic: 1070
   bachelors_plus: 4291
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ga/districts/house/178"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1070 |
 | Bachelor's or higher | 4291 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 100% (congressional)
+- [GA Senate District 8](/us/states/ga/districts/senate/8.md) — 100% (state senate)
+- [GA House District 178](/us/states/ga/districts/house/178.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/pike/index.md b/data/jurisdictions/us/states/ga/counties/pike/index.md
index 60038eaf2e..939f090e06 100644
--- a/data/jurisdictions/us/states/ga/counties/pike/index.md
+++ b/data/jurisdictions/us/states/ga/counties/pike/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 455
   bachelors_plus: 4040
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/house/135"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 455 |
 | Bachelor's or higher | 4040 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 100% (congressional)
+- [GA Senate District 16](/us/states/ga/districts/senate/16.md) — 100% (state senate)
+- [GA House District 135](/us/states/ga/districts/house/135.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/polk/index.md b/data/jurisdictions/us/states/ga/counties/polk/index.md
index 8a2d585bb4..0e15f1a8c3 100644
--- a/data/jurisdictions/us/states/ga/counties/polk/index.md
+++ b/data/jurisdictions/us/states/ga/counties/polk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 312
   hispanic: 6087
   bachelors_plus: 6145
+districts:
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ga/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/16"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6087 |
 | Bachelor's or higher | 6145 |
 
+## Districts
+
+- [GA-14](/us/states/ga/districts/14.md) — 100% (congressional)
+- [GA Senate District 31](/us/states/ga/districts/senate/31.md) — 100% (state senate)
+- [GA House District 16](/us/states/ga/districts/house/16.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/pulaski/index.md b/data/jurisdictions/us/states/ga/counties/pulaski/index.md
index d2876140d3..7c9e76c705 100644
--- a/data/jurisdictions/us/states/ga/counties/pulaski/index.md
+++ b/data/jurisdictions/us/states/ga/counties/pulaski/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 565
   bachelors_plus: 1495
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/senate/20"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/148"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 565 |
 | Bachelor's or higher | 1495 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 20](/us/states/ga/districts/senate/20.md) — 100% (state senate)
+- [GA House District 148](/us/states/ga/districts/house/148.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/putnam/index.md b/data/jurisdictions/us/states/ga/counties/putnam/index.md
index ade416a432..67bfd5f772 100644
--- a/data/jurisdictions/us/states/ga/counties/putnam/index.md
+++ b/data/jurisdictions/us/states/ga/counties/putnam/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 45
   hispanic: 1648
   bachelors_plus: 6950
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/ga/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/144"
+    rel: in-district
+    area_weight: 0.6283
+  - to: "us/states/ga/districts/house/124"
+    rel: in-district
+    area_weight: 0.3713
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1648 |
 | Bachelor's or higher | 6950 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 25](/us/states/ga/districts/senate/25.md) — 100% (state senate)
+- [GA House District 144](/us/states/ga/districts/house/144.md) — 63% (state house)
+- [GA House District 124](/us/states/ga/districts/house/124.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/quitman/index.md b/data/jurisdictions/us/states/ga/counties/quitman/index.md
index 7613102660..74efa76cbb 100644
--- a/data/jurisdictions/us/states/ga/counties/quitman/index.md
+++ b/data/jurisdictions/us/states/ga/counties/quitman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 19
   bachelors_plus: 277
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9914
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.0086
+  - to: "us/states/ga/districts/house/154"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 19 |
 | Bachelor's or higher | 277 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 99% (congressional)
+- [AL-02](/us/states/al/districts/02.md) — 1% (congressional)
+- [GA House District 154](/us/states/ga/districts/house/154.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/rabun/index.md b/data/jurisdictions/us/states/ga/counties/rabun/index.md
index 7d81719602..cd5d2bbf59 100644
--- a/data/jurisdictions/us/states/ga/counties/rabun/index.md
+++ b/data/jurisdictions/us/states/ga/counties/rabun/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 47
   hispanic: 1525
   bachelors_plus: 6084
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.9962
+  - to: "us/states/ga/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/house/10"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1525 |
 | Bachelor's or higher | 6084 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 100% (congressional)
+- [GA Senate District 50](/us/states/ga/districts/senate/50.md) — 100% (state senate)
+- [GA House District 10](/us/states/ga/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/randolph/index.md b/data/jurisdictions/us/states/ga/counties/randolph/index.md
index e1cd65ea59..81e40f8a5e 100644
--- a/data/jurisdictions/us/states/ga/counties/randolph/index.md
+++ b/data/jurisdictions/us/states/ga/counties/randolph/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 0
   hispanic: 261
   bachelors_plus: 924
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/154"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 261 |
 | Bachelor's or higher | 924 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA House District 154](/us/states/ga/districts/house/154.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/richmond/index.md b/data/jurisdictions/us/states/ga/counties/richmond/index.md
index bfc717fc6e..65f73ebdd6 100644
--- a/data/jurisdictions/us/states/ga/counties/richmond/index.md
+++ b/data/jurisdictions/us/states/ga/counties/richmond/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 227
   hispanic: 11922
   bachelors_plus: 47053
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9951
+  - to: "us/states/ga/districts/senate/22"
+    rel: in-district
+    area_weight: 0.7014
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 0.298
+  - to: "us/states/ga/districts/house/130"
+    rel: in-district
+    area_weight: 0.3948
+  - to: "us/states/ga/districts/house/132"
+    rel: in-district
+    area_weight: 0.3204
+  - to: "us/states/ga/districts/house/126"
+    rel: in-district
+    area_weight: 0.1718
+  - to: "us/states/ga/districts/house/129"
+    rel: in-district
+    area_weight: 0.0844
+  - to: "us/states/ga/districts/house/127"
+    rel: in-district
+    area_weight: 0.028
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 11922 |
 | Bachelor's or higher | 47053 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 22](/us/states/ga/districts/senate/22.md) — 70% (state senate)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 30% (state senate)
+- [GA House District 130](/us/states/ga/districts/house/130.md) — 39% (state house)
+- [GA House District 132](/us/states/ga/districts/house/132.md) — 32% (state house)
+- [GA House District 126](/us/states/ga/districts/house/126.md) — 17% (state house)
+- [GA House District 129](/us/states/ga/districts/house/129.md) — 8% (state house)
+- [GA House District 127](/us/states/ga/districts/house/127.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/rockdale/index.md b/data/jurisdictions/us/states/ga/counties/rockdale/index.md
index 2851347e0f..12c9127454 100644
--- a/data/jurisdictions/us/states/ga/counties/rockdale/index.md
+++ b/data/jurisdictions/us/states/ga/counties/rockdale/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 437
   hispanic: 10369
   bachelors_plus: 29288
+districts:
+  - to: "us/states/ga/districts/13"
+    rel: in-district
+    area_weight: 0.9921
+  - to: "us/states/ga/districts/senate/43"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/house/92"
+    rel: in-district
+    area_weight: 0.4419
+  - to: "us/states/ga/districts/house/91"
+    rel: in-district
+    area_weight: 0.3273
+  - to: "us/states/ga/districts/house/93"
+    rel: in-district
+    area_weight: 0.2302
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 10369 |
 | Bachelor's or higher | 29288 |
 
+## Districts
+
+- [GA-13](/us/states/ga/districts/13.md) — 99% (congressional)
+- [GA Senate District 43](/us/states/ga/districts/senate/43.md) — 100% (state senate)
+- [GA House District 92](/us/states/ga/districts/house/92.md) — 44% (state house)
+- [GA House District 91](/us/states/ga/districts/house/91.md) — 33% (state house)
+- [GA House District 93](/us/states/ga/districts/house/93.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/schley/index.md b/data/jurisdictions/us/states/ga/counties/schley/index.md
index dcad68a828..e66f15c8a3 100644
--- a/data/jurisdictions/us/states/ga/counties/schley/index.md
+++ b/data/jurisdictions/us/states/ga/counties/schley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 65
   bachelors_plus: 998
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/151"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 65 |
 | Bachelor's or higher | 998 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 15](/us/states/ga/districts/senate/15.md) — 100% (state senate)
+- [GA House District 151](/us/states/ga/districts/house/151.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/screven/index.md b/data/jurisdictions/us/states/ga/counties/screven/index.md
index b37857058a..3ca98c6514 100644
--- a/data/jurisdictions/us/states/ga/counties/screven/index.md
+++ b/data/jurisdictions/us/states/ga/counties/screven/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 375
   bachelors_plus: 2232
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ga/districts/house/159"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 375 |
 | Bachelor's or higher | 2232 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 100% (state senate)
+- [GA House District 159](/us/states/ga/districts/house/159.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/seminole/index.md b/data/jurisdictions/us/states/ga/counties/seminole/index.md
index 4af5d6b1f5..725b3a38a7 100644
--- a/data/jurisdictions/us/states/ga/counties/seminole/index.md
+++ b/data/jurisdictions/us/states/ga/counties/seminole/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 284
   bachelors_plus: 1252
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/ga/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/house/154"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 284 |
 | Bachelor's or higher | 1252 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 11](/us/states/ga/districts/senate/11.md) — 100% (state senate)
+- [GA House District 154](/us/states/ga/districts/house/154.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/spalding/index.md b/data/jurisdictions/us/states/ga/counties/spalding/index.md
index 0519442b19..bbaf1c7964 100644
--- a/data/jurisdictions/us/states/ga/counties/spalding/index.md
+++ b/data/jurisdictions/us/states/ga/counties/spalding/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 77
   hispanic: 4229
   bachelors_plus: 11797
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/ga/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/82"
+    rel: in-district
+    area_weight: 0.6466
+  - to: "us/states/ga/districts/house/135"
+    rel: in-district
+    area_weight: 0.3531
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4229 |
 | Bachelor's or higher | 11797 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 100% (congressional)
+- [GA Senate District 16](/us/states/ga/districts/senate/16.md) — 100% (state senate)
+- [GA House District 82](/us/states/ga/districts/house/82.md) — 65% (state house)
+- [GA House District 135](/us/states/ga/districts/house/135.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/stephens/index.md b/data/jurisdictions/us/states/ga/counties/stephens/index.md
index c89508c03c..ff7f54a7fb 100644
--- a/data/jurisdictions/us/states/ga/counties/stephens/index.md
+++ b/data/jurisdictions/us/states/ga/counties/stephens/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 86
   hispanic: 1068
   bachelors_plus: 3908
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/ga/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/house/32"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1068 |
 | Bachelor's or higher | 3908 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 100% (congressional)
+- [GA Senate District 50](/us/states/ga/districts/senate/50.md) — 100% (state senate)
+- [GA House District 32](/us/states/ga/districts/house/32.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/stewart/index.md b/data/jurisdictions/us/states/ga/counties/stewart/index.md
index cf27f15f77..dc46affa8a 100644
--- a/data/jurisdictions/us/states/ga/counties/stewart/index.md
+++ b/data/jurisdictions/us/states/ga/counties/stewart/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 72
   hispanic: 206
   bachelors_plus: 670
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9949
+  - to: "us/states/al/districts/02"
+    rel: in-district
+    area_weight: 0.0051
+  - to: "us/states/ga/districts/house/151"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 206 |
 | Bachelor's or higher | 670 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 99% (congressional)
+- [AL-02](/us/states/al/districts/02.md) — 1% (congressional)
+- [GA House District 151](/us/states/ga/districts/house/151.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/sumter/index.md b/data/jurisdictions/us/states/ga/counties/sumter/index.md
index cfaefec5e7..715247a7e8 100644
--- a/data/jurisdictions/us/states/ga/counties/sumter/index.md
+++ b/data/jurisdictions/us/states/ga/counties/sumter/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 56
   hispanic: 1812
   bachelors_plus: 5812
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/151"
+    rel: in-district
+    area_weight: 0.6957
+  - to: "us/states/ga/districts/house/150"
+    rel: in-district
+    area_weight: 0.3041
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1812 |
 | Bachelor's or higher | 5812 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA House District 151](/us/states/ga/districts/house/151.md) — 70% (state house)
+- [GA House District 150](/us/states/ga/districts/house/150.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/talbot/index.md b/data/jurisdictions/us/states/ga/counties/talbot/index.md
index bf87d1cd08..c229727623 100644
--- a/data/jurisdictions/us/states/ga/counties/talbot/index.md
+++ b/data/jurisdictions/us/states/ga/counties/talbot/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 36
   bachelors_plus: 723
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9959
+  - to: "us/states/ga/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/137"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 36 |
 | Bachelor's or higher | 723 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 15](/us/states/ga/districts/senate/15.md) — 100% (state senate)
+- [GA House District 137](/us/states/ga/districts/house/137.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/taliaferro/index.md b/data/jurisdictions/us/states/ga/counties/taliaferro/index.md
index 377dd8cb9b..52a974fe88 100644
--- a/data/jurisdictions/us/states/ga/counties/taliaferro/index.md
+++ b/data/jurisdictions/us/states/ga/counties/taliaferro/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 68
   bachelors_plus: 199
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9913
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.0087
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ga/districts/house/124"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 68 |
 | Bachelor's or higher | 199 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 99% (congressional)
+- [GA-12](/us/states/ga/districts/12.md) — 1% (congressional)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 100% (state senate)
+- [GA House District 124](/us/states/ga/districts/house/124.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/tattnall/index.md b/data/jurisdictions/us/states/ga/counties/tattnall/index.md
index 6a977aaf63..b302e6768d 100644
--- a/data/jurisdictions/us/states/ga/counties/tattnall/index.md
+++ b/data/jurisdictions/us/states/ga/counties/tattnall/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 77
   hispanic: 2595
   bachelors_plus: 3592
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9956
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/157"
+    rel: in-district
+    area_weight: 0.9167
+  - to: "us/states/ga/districts/house/156"
+    rel: in-district
+    area_weight: 0.0831
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2595 |
 | Bachelor's or higher | 3592 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 100% (state senate)
+- [GA House District 157](/us/states/ga/districts/house/157.md) — 92% (state house)
+- [GA House District 156](/us/states/ga/districts/house/156.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/taylor/index.md b/data/jurisdictions/us/states/ga/counties/taylor/index.md
index 9e83eac747..0618f183f2 100644
--- a/data/jurisdictions/us/states/ga/counties/taylor/index.md
+++ b/data/jurisdictions/us/states/ga/counties/taylor/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 31
   hispanic: 77
   bachelors_plus: 1414
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ga/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/150"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 77 |
 | Bachelor's or higher | 1414 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 15](/us/states/ga/districts/senate/15.md) — 100% (state senate)
+- [GA House District 150](/us/states/ga/districts/house/150.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/telfair/index.md b/data/jurisdictions/us/states/ga/counties/telfair/index.md
index ee29cfaa6c..3eac455622 100644
--- a/data/jurisdictions/us/states/ga/counties/telfair/index.md
+++ b/data/jurisdictions/us/states/ga/counties/telfair/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 4
   hispanic: 1776
   bachelors_plus: 1291
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/156"
+    rel: in-district
+    area_weight: 0.5343
+  - to: "us/states/ga/districts/house/133"
+    rel: in-district
+    area_weight: 0.4654
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1776 |
 | Bachelor's or higher | 1291 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 100% (state senate)
+- [GA House District 156](/us/states/ga/districts/house/156.md) — 53% (state house)
+- [GA House District 133](/us/states/ga/districts/house/133.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/terrell/index.md b/data/jurisdictions/us/states/ga/counties/terrell/index.md
index 9af5ff2187..69c969ff0c 100644
--- a/data/jurisdictions/us/states/ga/counties/terrell/index.md
+++ b/data/jurisdictions/us/states/ga/counties/terrell/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 0
   hispanic: 234
   bachelors_plus: 1227
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/151"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 234 |
 | Bachelor's or higher | 1227 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA House District 151](/us/states/ga/districts/house/151.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/thomas/index.md b/data/jurisdictions/us/states/ga/counties/thomas/index.md
index 30f5ff36e9..f1297bcf2a 100644
--- a/data/jurisdictions/us/states/ga/counties/thomas/index.md
+++ b/data/jurisdictions/us/states/ga/counties/thomas/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 188
   hispanic: 1792
   bachelors_plus: 9672
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/173"
+    rel: in-district
+    area_weight: 0.8287
+  - to: "us/states/ga/districts/house/172"
+    rel: in-district
+    area_weight: 0.1711
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1792 |
 | Bachelor's or higher | 9672 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA Senate District 11](/us/states/ga/districts/senate/11.md) — 100% (state senate)
+- [GA House District 173](/us/states/ga/districts/house/173.md) — 83% (state house)
+- [GA House District 172](/us/states/ga/districts/house/172.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/tift/index.md b/data/jurisdictions/us/states/ga/counties/tift/index.md
index b7bf52debd..c323d0b08f 100644
--- a/data/jurisdictions/us/states/ga/counties/tift/index.md
+++ b/data/jurisdictions/us/states/ga/counties/tift/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 255
   hispanic: 5472
   bachelors_plus: 8647
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/170"
+    rel: in-district
+    area_weight: 0.5774
+  - to: "us/states/ga/districts/house/169"
+    rel: in-district
+    area_weight: 0.4226
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 5472 |
 | Bachelor's or higher | 8647 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 13](/us/states/ga/districts/senate/13.md) — 100% (state senate)
+- [GA House District 170](/us/states/ga/districts/house/170.md) — 58% (state house)
+- [GA House District 169](/us/states/ga/districts/house/169.md) — 42% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/toombs/index.md b/data/jurisdictions/us/states/ga/counties/toombs/index.md
index 232ffcce86..1ff9e62bc3 100644
--- a/data/jurisdictions/us/states/ga/counties/toombs/index.md
+++ b/data/jurisdictions/us/states/ga/counties/toombs/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 92
   hispanic: 3271
   bachelors_plus: 4450
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/156"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3271 |
 | Bachelor's or higher | 4450 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 100% (state senate)
+- [GA House District 156](/us/states/ga/districts/house/156.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/towns/index.md b/data/jurisdictions/us/states/ga/counties/towns/index.md
index ed57ee56e1..4edcb0d7cd 100644
--- a/data/jurisdictions/us/states/ga/counties/towns/index.md
+++ b/data/jurisdictions/us/states/ga/counties/towns/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 421
   bachelors_plus: 4581
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/house/8"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 421 |
 | Bachelor's or higher | 4581 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 100% (congressional)
+- [GA Senate District 50](/us/states/ga/districts/senate/50.md) — 100% (state senate)
+- [GA House District 8](/us/states/ga/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/treutlen/index.md b/data/jurisdictions/us/states/ga/counties/treutlen/index.md
index acc123bb0d..3925554d9e 100644
--- a/data/jurisdictions/us/states/ga/counties/treutlen/index.md
+++ b/data/jurisdictions/us/states/ga/counties/treutlen/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 95
   hispanic: 93
   bachelors_plus: 583
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/158"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 93 |
 | Bachelor's or higher | 583 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 20](/us/states/ga/districts/senate/20.md) — 100% (state senate)
+- [GA House District 158](/us/states/ga/districts/house/158.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/troup/index.md b/data/jurisdictions/us/states/ga/counties/troup/index.md
index 2bb63a63ad..8f6142c9bb 100644
--- a/data/jurisdictions/us/states/ga/counties/troup/index.md
+++ b/data/jurisdictions/us/states/ga/counties/troup/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 51
   hispanic: 3315
   bachelors_plus: 16076
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/29"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/138"
+    rel: in-district
+    area_weight: 0.3967
+  - to: "us/states/ga/districts/house/137"
+    rel: in-district
+    area_weight: 0.2529
+  - to: "us/states/ga/districts/house/72"
+    rel: in-district
+    area_weight: 0.2434
+  - to: "us/states/ga/districts/house/136"
+    rel: in-district
+    area_weight: 0.107
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3315 |
 | Bachelor's or higher | 16076 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 100% (congressional)
+- [GA Senate District 29](/us/states/ga/districts/senate/29.md) — 100% (state senate)
+- [GA House District 138](/us/states/ga/districts/house/138.md) — 40% (state house)
+- [GA House District 137](/us/states/ga/districts/house/137.md) — 25% (state house)
+- [GA House District 72](/us/states/ga/districts/house/72.md) — 24% (state house)
+- [GA House District 136](/us/states/ga/districts/house/136.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/turner/index.md b/data/jurisdictions/us/states/ga/counties/turner/index.md
index a3720e6ad6..eb61baf156 100644
--- a/data/jurisdictions/us/states/ga/counties/turner/index.md
+++ b/data/jurisdictions/us/states/ga/counties/turner/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 96
   hispanic: 429
   bachelors_plus: 782
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/169"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 429 |
 | Bachelor's or higher | 782 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 13](/us/states/ga/districts/senate/13.md) — 100% (state senate)
+- [GA House District 169](/us/states/ga/districts/house/169.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/twiggs/index.md b/data/jurisdictions/us/states/ga/counties/twiggs/index.md
index 9e291ff2e6..dcd884aa2d 100644
--- a/data/jurisdictions/us/states/ga/counties/twiggs/index.md
+++ b/data/jurisdictions/us/states/ga/counties/twiggs/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 45
   hispanic: 88
   bachelors_plus: 876
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9953
+  - to: "us/states/ga/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/133"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 88 |
 | Bachelor's or higher | 876 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 26](/us/states/ga/districts/senate/26.md) — 100% (state senate)
+- [GA House District 133](/us/states/ga/districts/house/133.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/union/index.md b/data/jurisdictions/us/states/ga/counties/union/index.md
index 9569fc4ab2..7a0eb00327 100644
--- a/data/jurisdictions/us/states/ga/counties/union/index.md
+++ b/data/jurisdictions/us/states/ga/counties/union/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 85
   hispanic: 1000
   bachelors_plus: 7741
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.9957
+  - to: "us/states/ga/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/8"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1000 |
 | Bachelor's or higher | 7741 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 100% (congressional)
+- [GA Senate District 51](/us/states/ga/districts/senate/51.md) — 100% (state senate)
+- [GA House District 8](/us/states/ga/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/upson/index.md b/data/jurisdictions/us/states/ga/counties/upson/index.md
index b1bf1e4e2b..5effb504b4 100644
--- a/data/jurisdictions/us/states/ga/counties/upson/index.md
+++ b/data/jurisdictions/us/states/ga/counties/upson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 744
   bachelors_plus: 4055
+districts:
+  - to: "us/states/ga/districts/03"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/ga/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/134"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 744 |
 | Bachelor's or higher | 4055 |
 
+## Districts
+
+- [GA-03](/us/states/ga/districts/03.md) — 100% (congressional)
+- [GA Senate District 18](/us/states/ga/districts/senate/18.md) — 100% (state senate)
+- [GA House District 134](/us/states/ga/districts/house/134.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/walker/index.md b/data/jurisdictions/us/states/ga/counties/walker/index.md
index 06427d4896..6841d75ede 100644
--- a/data/jurisdictions/us/states/ga/counties/walker/index.md
+++ b/data/jurisdictions/us/states/ga/counties/walker/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 233
   hispanic: 1967
   bachelors_plus: 14447
+districts:
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/53"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/1"
+    rel: in-district
+    area_weight: 0.5536
+  - to: "us/states/ga/districts/house/2"
+    rel: in-district
+    area_weight: 0.4464
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1967 |
 | Bachelor's or higher | 14447 |
 
+## Districts
+
+- [GA-14](/us/states/ga/districts/14.md) — 100% (congressional)
+- [GA Senate District 53](/us/states/ga/districts/senate/53.md) — 100% (state senate)
+- [GA House District 1](/us/states/ga/districts/house/1.md) — 55% (state house)
+- [GA House District 2](/us/states/ga/districts/house/2.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/walton/index.md b/data/jurisdictions/us/states/ga/counties/walton/index.md
index 5f51ba1b12..90f9148ae4 100644
--- a/data/jurisdictions/us/states/ga/counties/walton/index.md
+++ b/data/jurisdictions/us/states/ga/counties/walton/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 319
   hispanic: 6859
   bachelors_plus: 23422
+districts:
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/senate/46"
+    rel: in-district
+    area_weight: 0.5809
+  - to: "us/states/ga/districts/senate/42"
+    rel: in-district
+    area_weight: 0.4191
+  - to: "us/states/ga/districts/house/112"
+    rel: in-district
+    area_weight: 0.5784
+  - to: "us/states/ga/districts/house/114"
+    rel: in-district
+    area_weight: 0.233
+  - to: "us/states/ga/districts/house/111"
+    rel: in-district
+    area_weight: 0.1882
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6859 |
 | Bachelor's or higher | 23422 |
 
+## Districts
+
+- [GA-10](/us/states/ga/districts/10.md) — 100% (congressional)
+- [GA Senate District 46](/us/states/ga/districts/senate/46.md) — 58% (state senate)
+- [GA Senate District 42](/us/states/ga/districts/senate/42.md) — 42% (state senate)
+- [GA House District 112](/us/states/ga/districts/house/112.md) — 58% (state house)
+- [GA House District 114](/us/states/ga/districts/house/114.md) — 23% (state house)
+- [GA House District 111](/us/states/ga/districts/house/111.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/ware/index.md b/data/jurisdictions/us/states/ga/counties/ware/index.md
index 6429d9d507..4bbeaff927 100644
--- a/data/jurisdictions/us/states/ga/counties/ware/index.md
+++ b/data/jurisdictions/us/states/ga/counties/ware/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 77
   hispanic: 1828
   bachelors_plus: 4900
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ga/districts/senate/8"
+    rel: in-district
+    area_weight: 0.7971
+  - to: "us/states/ga/districts/senate/3"
+    rel: in-district
+    area_weight: 0.2029
+  - to: "us/states/ga/districts/house/174"
+    rel: in-district
+    area_weight: 0.6442
+  - to: "us/states/ga/districts/house/176"
+    rel: in-district
+    area_weight: 0.3556
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1828 |
 | Bachelor's or higher | 4900 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 100% (congressional)
+- [GA Senate District 8](/us/states/ga/districts/senate/8.md) — 80% (state senate)
+- [GA Senate District 3](/us/states/ga/districts/senate/3.md) — 20% (state senate)
+- [GA House District 174](/us/states/ga/districts/house/174.md) — 64% (state house)
+- [GA House District 176](/us/states/ga/districts/house/176.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/warren/index.md b/data/jurisdictions/us/states/ga/counties/warren/index.md
index 287e1b7973..fb198c5489 100644
--- a/data/jurisdictions/us/states/ga/counties/warren/index.md
+++ b/data/jurisdictions/us/states/ga/counties/warren/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 58
   bachelors_plus: 559
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9957
+  - to: "us/states/ga/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/128"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 58 |
 | Bachelor's or higher | 559 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 23](/us/states/ga/districts/senate/23.md) — 100% (state senate)
+- [GA House District 128](/us/states/ga/districts/house/128.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/washington/index.md b/data/jurisdictions/us/states/ga/counties/washington/index.md
index de65605743..2c88d5ef7d 100644
--- a/data/jurisdictions/us/states/ga/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ga/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 428
   bachelors_plus: 3033
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.9968
+  - to: "us/states/ga/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/128"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 428 |
 | Bachelor's or higher | 3033 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 100% (congressional)
+- [GA Senate District 26](/us/states/ga/districts/senate/26.md) — 100% (state senate)
+- [GA House District 128](/us/states/ga/districts/house/128.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/wayne/index.md b/data/jurisdictions/us/states/ga/counties/wayne/index.md
index 1ebcfc3735..f8f96229fa 100644
--- a/data/jurisdictions/us/states/ga/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/ga/counties/wayne/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 24
   hispanic: 1937
   bachelors_plus: 4672
+districts:
+  - to: "us/states/ga/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/178"
+    rel: in-district
+    area_weight: 0.9044
+  - to: "us/states/ga/districts/house/167"
+    rel: in-district
+    area_weight: 0.0955
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1937 |
 | Bachelor's or higher | 4672 |
 
+## Districts
+
+- [GA-01](/us/states/ga/districts/01.md) — 100% (congressional)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 100% (state senate)
+- [GA House District 178](/us/states/ga/districts/house/178.md) — 90% (state house)
+- [GA House District 167](/us/states/ga/districts/house/167.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/webster/index.md b/data/jurisdictions/us/states/ga/counties/webster/index.md
index 80ed8f3a06..bf0a9dcb28 100644
--- a/data/jurisdictions/us/states/ga/counties/webster/index.md
+++ b/data/jurisdictions/us/states/ga/counties/webster/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 0
   hispanic: 105
   bachelors_plus: 190
+districts:
+  - to: "us/states/ga/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/house/151"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 105 |
 | Bachelor's or higher | 190 |
 
+## Districts
+
+- [GA-02](/us/states/ga/districts/02.md) — 100% (congressional)
+- [GA House District 151](/us/states/ga/districts/house/151.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/wheeler/index.md b/data/jurisdictions/us/states/ga/counties/wheeler/index.md
index 330aa104c2..98fb2a33cd 100644
--- a/data/jurisdictions/us/states/ga/counties/wheeler/index.md
+++ b/data/jurisdictions/us/states/ga/counties/wheeler/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 28
   hispanic: 319
   bachelors_plus: 654
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.993
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.007
+  - to: "us/states/ga/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ga/districts/house/156"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 319 |
 | Bachelor's or higher | 654 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 99% (congressional)
+- [GA-08](/us/states/ga/districts/08.md) — 1% (congressional)
+- [GA Senate District 19](/us/states/ga/districts/senate/19.md) — 100% (state senate)
+- [GA House District 156](/us/states/ga/districts/house/156.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/white/index.md b/data/jurisdictions/us/states/ga/counties/white/index.md
index 707a8492b8..7615ab5f0f 100644
--- a/data/jurisdictions/us/states/ga/counties/white/index.md
+++ b/data/jurisdictions/us/states/ga/counties/white/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 34
   hispanic: 1091
   bachelors_plus: 6934
+districts:
+  - to: "us/states/ga/districts/09"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/ga/districts/senate/50"
+    rel: in-district
+    area_weight: 0.562
+  - to: "us/states/ga/districts/senate/51"
+    rel: in-district
+    area_weight: 0.4379
+  - to: "us/states/ga/districts/house/8"
+    rel: in-district
+    area_weight: 0.8404
+  - to: "us/states/ga/districts/house/9"
+    rel: in-district
+    area_weight: 0.1592
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1091 |
 | Bachelor's or higher | 6934 |
 
+## Districts
+
+- [GA-09](/us/states/ga/districts/09.md) — 100% (congressional)
+- [GA Senate District 50](/us/states/ga/districts/senate/50.md) — 56% (state senate)
+- [GA Senate District 51](/us/states/ga/districts/senate/51.md) — 44% (state senate)
+- [GA House District 8](/us/states/ga/districts/house/8.md) — 84% (state house)
+- [GA House District 9](/us/states/ga/districts/house/9.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/whitfield/index.md b/data/jurisdictions/us/states/ga/counties/whitfield/index.md
index c518f86a89..07e32e9945 100644
--- a/data/jurisdictions/us/states/ga/counties/whitfield/index.md
+++ b/data/jurisdictions/us/states/ga/counties/whitfield/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2145
   hispanic: 38573
   bachelors_plus: 19786
+districts:
+  - to: "us/states/ga/districts/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/senate/54"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/2"
+    rel: in-district
+    area_weight: 0.3814
+  - to: "us/states/ga/districts/house/4"
+    rel: in-district
+    area_weight: 0.3173
+  - to: "us/states/ga/districts/house/6"
+    rel: in-district
+    area_weight: 0.3011
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 38573 |
 | Bachelor's or higher | 19786 |
 
+## Districts
+
+- [GA-14](/us/states/ga/districts/14.md) — 100% (congressional)
+- [GA Senate District 54](/us/states/ga/districts/senate/54.md) — 100% (state senate)
+- [GA House District 2](/us/states/ga/districts/house/2.md) — 38% (state house)
+- [GA House District 4](/us/states/ga/districts/house/4.md) — 32% (state house)
+- [GA House District 6](/us/states/ga/districts/house/6.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/wilcox/index.md b/data/jurisdictions/us/states/ga/counties/wilcox/index.md
index a204c9fd10..89dfa23aac 100644
--- a/data/jurisdictions/us/states/ga/counties/wilcox/index.md
+++ b/data/jurisdictions/us/states/ga/counties/wilcox/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 331
   bachelors_plus: 1470
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ga/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/148"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 331 |
 | Bachelor's or higher | 1470 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 20](/us/states/ga/districts/senate/20.md) — 100% (state senate)
+- [GA House District 148](/us/states/ga/districts/house/148.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/wilkes/index.md b/data/jurisdictions/us/states/ga/counties/wilkes/index.md
index 0f99440dee..153ff9141f 100644
--- a/data/jurisdictions/us/states/ga/counties/wilkes/index.md
+++ b/data/jurisdictions/us/states/ga/counties/wilkes/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 14
   hispanic: 463
   bachelors_plus: 1541
+districts:
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.7216
+  - to: "us/states/ga/districts/10"
+    rel: in-district
+    area_weight: 0.2784
+  - to: "us/states/ga/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ga/districts/house/123"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 463 |
 | Bachelor's or higher | 1541 |
 
+## Districts
+
+- [GA-12](/us/states/ga/districts/12.md) — 72% (congressional)
+- [GA-10](/us/states/ga/districts/10.md) — 28% (congressional)
+- [GA Senate District 24](/us/states/ga/districts/senate/24.md) — 100% (state senate)
+- [GA House District 123](/us/states/ga/districts/house/123.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/wilkinson/index.md b/data/jurisdictions/us/states/ga/counties/wilkinson/index.md
index 0288f14402..460db0ca1d 100644
--- a/data/jurisdictions/us/states/ga/counties/wilkinson/index.md
+++ b/data/jurisdictions/us/states/ga/counties/wilkinson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 290
   bachelors_plus: 1017
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ga/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ga/districts/house/133"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 290 |
 | Bachelor's or higher | 1017 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 26](/us/states/ga/districts/senate/26.md) — 100% (state senate)
+- [GA House District 133](/us/states/ga/districts/house/133.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/counties/worth/index.md b/data/jurisdictions/us/states/ga/counties/worth/index.md
index e16aede5a8..90821a0e20 100644
--- a/data/jurisdictions/us/states/ga/counties/worth/index.md
+++ b/data/jurisdictions/us/states/ga/counties/worth/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 47
   hispanic: 495
   bachelors_plus: 2311
+districts:
+  - to: "us/states/ga/districts/08"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/ga/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ga/districts/house/152"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ga]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 495 |
 | Bachelor's or higher | 2311 |
 
+## Districts
+
+- [GA-08](/us/states/ga/districts/08.md) — 100% (congressional)
+- [GA Senate District 13](/us/states/ga/districts/senate/13.md) — 100% (state senate)
+- [GA House District 152](/us/states/ga/districts/house/152.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ga/districts/01.md b/data/jurisdictions/us/states/ga/districts/01.md
new file mode 100644
index 0000000000..5d4290811f
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/01.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-01"
+classification: congressional-district
+state: "GA"
+district: "GA-01"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-01
+
+Congressional district GA-01.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/02.md b/data/jurisdictions/us/states/ga/districts/02.md
new file mode 100644
index 0000000000..b9ecff8fc9
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/02.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-02"
+classification: congressional-district
+state: "GA"
+district: "GA-02"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-02
+
+Congressional district GA-02.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/03.md b/data/jurisdictions/us/states/ga/districts/03.md
new file mode 100644
index 0000000000..b304b2327a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/03.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-03"
+classification: congressional-district
+state: "GA"
+district: "GA-03"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-03
+
+Congressional district GA-03.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/04.md b/data/jurisdictions/us/states/ga/districts/04.md
new file mode 100644
index 0000000000..e6b11d109e
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/04.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-04"
+classification: congressional-district
+state: "GA"
+district: "GA-04"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-04
+
+Congressional district GA-04.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/05.md b/data/jurisdictions/us/states/ga/districts/05.md
new file mode 100644
index 0000000000..eba6756b55
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/05.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-05"
+classification: congressional-district
+state: "GA"
+district: "GA-05"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-05
+
+Congressional district GA-05.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/06.md b/data/jurisdictions/us/states/ga/districts/06.md
new file mode 100644
index 0000000000..6bd2c506f3
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/06.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-06"
+classification: congressional-district
+state: "GA"
+district: "GA-06"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-06
+
+Congressional district GA-06.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/07.md b/data/jurisdictions/us/states/ga/districts/07.md
new file mode 100644
index 0000000000..8d5c830617
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/07.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-07"
+classification: congressional-district
+state: "GA"
+district: "GA-07"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-07
+
+Congressional district GA-07.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/08.md b/data/jurisdictions/us/states/ga/districts/08.md
new file mode 100644
index 0000000000..5707bee90a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/08.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-08"
+classification: congressional-district
+state: "GA"
+district: "GA-08"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-08
+
+Congressional district GA-08.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/09.md b/data/jurisdictions/us/states/ga/districts/09.md
new file mode 100644
index 0000000000..ca8bdb5f25
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/09.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-09"
+classification: congressional-district
+state: "GA"
+district: "GA-09"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-09
+
+Congressional district GA-09.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/10.md b/data/jurisdictions/us/states/ga/districts/10.md
new file mode 100644
index 0000000000..bbbcda4411
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/10.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-10"
+classification: congressional-district
+state: "GA"
+district: "GA-10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-10
+
+Congressional district GA-10.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/11.md b/data/jurisdictions/us/states/ga/districts/11.md
new file mode 100644
index 0000000000..10ba92813d
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/11.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-11"
+classification: congressional-district
+state: "GA"
+district: "GA-11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-11
+
+Congressional district GA-11.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/12.md b/data/jurisdictions/us/states/ga/districts/12.md
new file mode 100644
index 0000000000..167385fe6c
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/12.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-12"
+classification: congressional-district
+state: "GA"
+district: "GA-12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-12
+
+Congressional district GA-12.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/13.md b/data/jurisdictions/us/states/ga/districts/13.md
new file mode 100644
index 0000000000..9e9de0e11d
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/13.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-13"
+classification: congressional-district
+state: "GA"
+district: "GA-13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-13
+
+Congressional district GA-13.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/14.md b/data/jurisdictions/us/states/ga/districts/14.md
new file mode 100644
index 0000000000..fa2c7fdb8a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/14.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "GA-14"
+classification: congressional-district
+state: "GA"
+district: "GA-14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA-14
+
+Congressional district GA-14.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/1.md b/data/jurisdictions/us/states/ga/districts/house/1.md
new file mode 100644
index 0000000000..fb6f24f3b0
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 1"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 1
+
+State House district 1 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/10.md b/data/jurisdictions/us/states/ga/districts/house/10.md
new file mode 100644
index 0000000000..2fe36229fd
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 10"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 10
+
+State House district 10 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/100.md b/data/jurisdictions/us/states/ga/districts/house/100.md
new file mode 100644
index 0000000000..f15aff6e51
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 100"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 100
+
+State House district 100 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/101.md b/data/jurisdictions/us/states/ga/districts/house/101.md
new file mode 100644
index 0000000000..b9acaa128c
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 101"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 101
+
+State House district 101 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/102.md b/data/jurisdictions/us/states/ga/districts/house/102.md
new file mode 100644
index 0000000000..92686deac2
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 102"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 102
+
+State House district 102 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/103.md b/data/jurisdictions/us/states/ga/districts/house/103.md
new file mode 100644
index 0000000000..8d0511d902
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 103"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 103
+
+State House district 103 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/104.md b/data/jurisdictions/us/states/ga/districts/house/104.md
new file mode 100644
index 0000000000..c886bb6d13
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 104"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 104
+
+State House district 104 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/105.md b/data/jurisdictions/us/states/ga/districts/house/105.md
new file mode 100644
index 0000000000..0bd3c2e964
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 105"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 105
+
+State House district 105 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/106.md b/data/jurisdictions/us/states/ga/districts/house/106.md
new file mode 100644
index 0000000000..0fcc15dd6d
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 106"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 106
+
+State House district 106 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/107.md b/data/jurisdictions/us/states/ga/districts/house/107.md
new file mode 100644
index 0000000000..d7702bccb0
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 107"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 107
+
+State House district 107 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/108.md b/data/jurisdictions/us/states/ga/districts/house/108.md
new file mode 100644
index 0000000000..76c5063ef7
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 108"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 108
+
+State House district 108 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/109.md b/data/jurisdictions/us/states/ga/districts/house/109.md
new file mode 100644
index 0000000000..db1263dd32
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 109"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 109
+
+State House district 109 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/11.md b/data/jurisdictions/us/states/ga/districts/house/11.md
new file mode 100644
index 0000000000..c844ee8330
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 11"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 11
+
+State House district 11 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/110.md b/data/jurisdictions/us/states/ga/districts/house/110.md
new file mode 100644
index 0000000000..a8ce1ed71d
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 110"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 110
+
+State House district 110 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/111.md b/data/jurisdictions/us/states/ga/districts/house/111.md
new file mode 100644
index 0000000000..8aa45fbbb7
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 111"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 111
+
+State House district 111 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/112.md b/data/jurisdictions/us/states/ga/districts/house/112.md
new file mode 100644
index 0000000000..e7c48e8c55
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 112"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 112
+
+State House district 112 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/113.md b/data/jurisdictions/us/states/ga/districts/house/113.md
new file mode 100644
index 0000000000..aa4d302f94
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 113"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 113
+
+State House district 113 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/114.md b/data/jurisdictions/us/states/ga/districts/house/114.md
new file mode 100644
index 0000000000..480b7aa7fe
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 114"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 114
+
+State House district 114 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/115.md b/data/jurisdictions/us/states/ga/districts/house/115.md
new file mode 100644
index 0000000000..5d75a081d8
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 115"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 115
+
+State House district 115 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/116.md b/data/jurisdictions/us/states/ga/districts/house/116.md
new file mode 100644
index 0000000000..0c3bf93592
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 116"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 116
+
+State House district 116 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/117.md b/data/jurisdictions/us/states/ga/districts/house/117.md
new file mode 100644
index 0000000000..7c8ba6229d
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 117"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 117
+
+State House district 117 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/118.md b/data/jurisdictions/us/states/ga/districts/house/118.md
new file mode 100644
index 0000000000..79c3cd6e7b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 118"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 118
+
+State House district 118 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/119.md b/data/jurisdictions/us/states/ga/districts/house/119.md
new file mode 100644
index 0000000000..58529a02d8
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 119"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 119
+
+State House district 119 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/12.md b/data/jurisdictions/us/states/ga/districts/house/12.md
new file mode 100644
index 0000000000..2ca155eae3
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 12"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 12
+
+State House district 12 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/120.md b/data/jurisdictions/us/states/ga/districts/house/120.md
new file mode 100644
index 0000000000..7507efd5f6
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 120"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 120
+
+State House district 120 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/121.md b/data/jurisdictions/us/states/ga/districts/house/121.md
new file mode 100644
index 0000000000..6aa1e31989
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/121.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 121"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "121"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 121
+
+State House district 121 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/122.md b/data/jurisdictions/us/states/ga/districts/house/122.md
new file mode 100644
index 0000000000..76471872e4
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/122.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 122"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "122"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 122
+
+State House district 122 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/123.md b/data/jurisdictions/us/states/ga/districts/house/123.md
new file mode 100644
index 0000000000..d042e407ac
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/123.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 123"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "123"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 123
+
+State House district 123 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/124.md b/data/jurisdictions/us/states/ga/districts/house/124.md
new file mode 100644
index 0000000000..43cc57e229
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/124.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 124"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "124"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 124
+
+State House district 124 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/125.md b/data/jurisdictions/us/states/ga/districts/house/125.md
new file mode 100644
index 0000000000..b443148634
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/125.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 125"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "125"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 125
+
+State House district 125 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/126.md b/data/jurisdictions/us/states/ga/districts/house/126.md
new file mode 100644
index 0000000000..afff60984a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/126.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 126"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "126"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 126
+
+State House district 126 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/127.md b/data/jurisdictions/us/states/ga/districts/house/127.md
new file mode 100644
index 0000000000..133df85523
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/127.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 127"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "127"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 127
+
+State House district 127 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/128.md b/data/jurisdictions/us/states/ga/districts/house/128.md
new file mode 100644
index 0000000000..879bcd0508
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/128.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 128"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "128"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 128
+
+State House district 128 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/129.md b/data/jurisdictions/us/states/ga/districts/house/129.md
new file mode 100644
index 0000000000..409be64b49
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/129.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 129"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "129"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 129
+
+State House district 129 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/13.md b/data/jurisdictions/us/states/ga/districts/house/13.md
new file mode 100644
index 0000000000..15f8401cb7
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 13"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 13
+
+State House district 13 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/130.md b/data/jurisdictions/us/states/ga/districts/house/130.md
new file mode 100644
index 0000000000..10fccdda7c
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/130.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 130"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "130"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 130
+
+State House district 130 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/131.md b/data/jurisdictions/us/states/ga/districts/house/131.md
new file mode 100644
index 0000000000..64c050549c
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/131.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 131"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "131"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 131
+
+State House district 131 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/132.md b/data/jurisdictions/us/states/ga/districts/house/132.md
new file mode 100644
index 0000000000..96b8323565
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/132.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 132"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "132"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 132
+
+State House district 132 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/133.md b/data/jurisdictions/us/states/ga/districts/house/133.md
new file mode 100644
index 0000000000..5e7ec0fa65
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/133.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 133"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "133"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 133
+
+State House district 133 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/134.md b/data/jurisdictions/us/states/ga/districts/house/134.md
new file mode 100644
index 0000000000..0132e46bb8
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/134.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 134"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "134"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 134
+
+State House district 134 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/135.md b/data/jurisdictions/us/states/ga/districts/house/135.md
new file mode 100644
index 0000000000..adfc3be8be
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/135.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 135"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "135"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 135
+
+State House district 135 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/136.md b/data/jurisdictions/us/states/ga/districts/house/136.md
new file mode 100644
index 0000000000..828929026b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/136.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 136"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "136"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 136
+
+State House district 136 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/137.md b/data/jurisdictions/us/states/ga/districts/house/137.md
new file mode 100644
index 0000000000..7b9e2d08d8
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/137.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 137"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "137"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 137
+
+State House district 137 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/138.md b/data/jurisdictions/us/states/ga/districts/house/138.md
new file mode 100644
index 0000000000..7bf2b58331
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/138.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 138"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "138"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 138
+
+State House district 138 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/139.md b/data/jurisdictions/us/states/ga/districts/house/139.md
new file mode 100644
index 0000000000..d3293e8363
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/139.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 139"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "139"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 139
+
+State House district 139 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/14.md b/data/jurisdictions/us/states/ga/districts/house/14.md
new file mode 100644
index 0000000000..216b4bec29
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 14"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 14
+
+State House district 14 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/140.md b/data/jurisdictions/us/states/ga/districts/house/140.md
new file mode 100644
index 0000000000..cf953806ab
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/140.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 140"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "140"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 140
+
+State House district 140 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/141.md b/data/jurisdictions/us/states/ga/districts/house/141.md
new file mode 100644
index 0000000000..98b3d343da
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/141.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 141"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "141"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 141
+
+State House district 141 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/142.md b/data/jurisdictions/us/states/ga/districts/house/142.md
new file mode 100644
index 0000000000..ea1486ff93
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/142.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 142"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "142"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 142
+
+State House district 142 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/143.md b/data/jurisdictions/us/states/ga/districts/house/143.md
new file mode 100644
index 0000000000..7213eb2486
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/143.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 143"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "143"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 143
+
+State House district 143 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/144.md b/data/jurisdictions/us/states/ga/districts/house/144.md
new file mode 100644
index 0000000000..82435137fa
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/144.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 144"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "144"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 144
+
+State House district 144 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/145.md b/data/jurisdictions/us/states/ga/districts/house/145.md
new file mode 100644
index 0000000000..f0f12db9f7
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/145.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 145"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "145"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 145
+
+State House district 145 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/146.md b/data/jurisdictions/us/states/ga/districts/house/146.md
new file mode 100644
index 0000000000..7076645475
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/146.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 146"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "146"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 146
+
+State House district 146 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/147.md b/data/jurisdictions/us/states/ga/districts/house/147.md
new file mode 100644
index 0000000000..b834583f76
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/147.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 147"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "147"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 147
+
+State House district 147 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/148.md b/data/jurisdictions/us/states/ga/districts/house/148.md
new file mode 100644
index 0000000000..9fc9753344
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/148.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 148"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "148"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 148
+
+State House district 148 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/149.md b/data/jurisdictions/us/states/ga/districts/house/149.md
new file mode 100644
index 0000000000..216a97ad2e
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/149.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 149"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "149"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 149
+
+State House district 149 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/15.md b/data/jurisdictions/us/states/ga/districts/house/15.md
new file mode 100644
index 0000000000..f21a46ae7f
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 15"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 15
+
+State House district 15 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/150.md b/data/jurisdictions/us/states/ga/districts/house/150.md
new file mode 100644
index 0000000000..1197e95133
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/150.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 150"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "150"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 150
+
+State House district 150 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/151.md b/data/jurisdictions/us/states/ga/districts/house/151.md
new file mode 100644
index 0000000000..bbf6536edc
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/151.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 151"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "151"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 151
+
+State House district 151 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/152.md b/data/jurisdictions/us/states/ga/districts/house/152.md
new file mode 100644
index 0000000000..c7b836afc8
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/152.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 152"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "152"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 152
+
+State House district 152 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/153.md b/data/jurisdictions/us/states/ga/districts/house/153.md
new file mode 100644
index 0000000000..02a788482b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/153.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 153"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "153"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 153
+
+State House district 153 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/154.md b/data/jurisdictions/us/states/ga/districts/house/154.md
new file mode 100644
index 0000000000..6b628d5372
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/154.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 154"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "154"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 154
+
+State House district 154 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/155.md b/data/jurisdictions/us/states/ga/districts/house/155.md
new file mode 100644
index 0000000000..6530511a7e
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/155.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 155"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "155"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 155
+
+State House district 155 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/156.md b/data/jurisdictions/us/states/ga/districts/house/156.md
new file mode 100644
index 0000000000..61c70e51cf
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/156.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 156"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "156"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 156
+
+State House district 156 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/157.md b/data/jurisdictions/us/states/ga/districts/house/157.md
new file mode 100644
index 0000000000..33d2741c1b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/157.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 157"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "157"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 157
+
+State House district 157 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/158.md b/data/jurisdictions/us/states/ga/districts/house/158.md
new file mode 100644
index 0000000000..680c9deff2
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/158.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 158"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "158"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 158
+
+State House district 158 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/159.md b/data/jurisdictions/us/states/ga/districts/house/159.md
new file mode 100644
index 0000000000..a51c603c47
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/159.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 159"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "159"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 159
+
+State House district 159 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/16.md b/data/jurisdictions/us/states/ga/districts/house/16.md
new file mode 100644
index 0000000000..dac0f77d78
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 16"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 16
+
+State House district 16 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/160.md b/data/jurisdictions/us/states/ga/districts/house/160.md
new file mode 100644
index 0000000000..00c7a78161
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/160.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 160"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "160"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 160
+
+State House district 160 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/161.md b/data/jurisdictions/us/states/ga/districts/house/161.md
new file mode 100644
index 0000000000..36efed6917
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/161.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 161"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "161"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 161
+
+State House district 161 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/162.md b/data/jurisdictions/us/states/ga/districts/house/162.md
new file mode 100644
index 0000000000..cbf7154fcf
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/162.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 162"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "162"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 162
+
+State House district 162 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/163.md b/data/jurisdictions/us/states/ga/districts/house/163.md
new file mode 100644
index 0000000000..a6c942c62e
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/163.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 163"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "163"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 163
+
+State House district 163 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/164.md b/data/jurisdictions/us/states/ga/districts/house/164.md
new file mode 100644
index 0000000000..dae30f13e0
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/164.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 164"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "164"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 164
+
+State House district 164 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/165.md b/data/jurisdictions/us/states/ga/districts/house/165.md
new file mode 100644
index 0000000000..92c92dd1ad
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/165.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 165"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "165"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 165
+
+State House district 165 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/166.md b/data/jurisdictions/us/states/ga/districts/house/166.md
new file mode 100644
index 0000000000..39ff4abe7d
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/166.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 166"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "166"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 166
+
+State House district 166 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/167.md b/data/jurisdictions/us/states/ga/districts/house/167.md
new file mode 100644
index 0000000000..80a9c0b6c2
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/167.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 167"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "167"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 167
+
+State House district 167 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/168.md b/data/jurisdictions/us/states/ga/districts/house/168.md
new file mode 100644
index 0000000000..659e6022e4
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/168.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 168"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "168"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 168
+
+State House district 168 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/169.md b/data/jurisdictions/us/states/ga/districts/house/169.md
new file mode 100644
index 0000000000..67e324a9a1
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/169.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 169"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "169"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 169
+
+State House district 169 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/17.md b/data/jurisdictions/us/states/ga/districts/house/17.md
new file mode 100644
index 0000000000..f1a63aa12c
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 17"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 17
+
+State House district 17 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/170.md b/data/jurisdictions/us/states/ga/districts/house/170.md
new file mode 100644
index 0000000000..a2a9bece03
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/170.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 170"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "170"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 170
+
+State House district 170 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/171.md b/data/jurisdictions/us/states/ga/districts/house/171.md
new file mode 100644
index 0000000000..932034e792
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/171.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 171"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "171"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 171
+
+State House district 171 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/172.md b/data/jurisdictions/us/states/ga/districts/house/172.md
new file mode 100644
index 0000000000..4c39a80d8b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/172.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 172"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "172"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 172
+
+State House district 172 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/173.md b/data/jurisdictions/us/states/ga/districts/house/173.md
new file mode 100644
index 0000000000..533dae2399
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/173.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 173"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "173"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 173
+
+State House district 173 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/174.md b/data/jurisdictions/us/states/ga/districts/house/174.md
new file mode 100644
index 0000000000..30731f5efd
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/174.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 174"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "174"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 174
+
+State House district 174 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/175.md b/data/jurisdictions/us/states/ga/districts/house/175.md
new file mode 100644
index 0000000000..ef90b5c75b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/175.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 175"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "175"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 175
+
+State House district 175 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/176.md b/data/jurisdictions/us/states/ga/districts/house/176.md
new file mode 100644
index 0000000000..bd661f3868
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/176.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 176"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "176"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 176
+
+State House district 176 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/178.md b/data/jurisdictions/us/states/ga/districts/house/178.md
new file mode 100644
index 0000000000..209264ff8a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/178.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 178"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "178"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 178
+
+State House district 178 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/179.md b/data/jurisdictions/us/states/ga/districts/house/179.md
new file mode 100644
index 0000000000..9aa9f35e01
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/179.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 179"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "179"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 179
+
+State House district 179 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/18.md b/data/jurisdictions/us/states/ga/districts/house/18.md
new file mode 100644
index 0000000000..541e3524bb
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 18"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 18
+
+State House district 18 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/180.md b/data/jurisdictions/us/states/ga/districts/house/180.md
new file mode 100644
index 0000000000..76a48520f3
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/180.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 180"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "180"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 180
+
+State House district 180 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/19.md b/data/jurisdictions/us/states/ga/districts/house/19.md
new file mode 100644
index 0000000000..96a58ad0f4
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 19"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 19
+
+State House district 19 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/2.md b/data/jurisdictions/us/states/ga/districts/house/2.md
new file mode 100644
index 0000000000..a0dce68688
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 2"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 2
+
+State House district 2 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/20.md b/data/jurisdictions/us/states/ga/districts/house/20.md
new file mode 100644
index 0000000000..d92f32c7c3
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 20"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 20
+
+State House district 20 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/21.md b/data/jurisdictions/us/states/ga/districts/house/21.md
new file mode 100644
index 0000000000..b2e9a82c12
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 21"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 21
+
+State House district 21 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/22.md b/data/jurisdictions/us/states/ga/districts/house/22.md
new file mode 100644
index 0000000000..e96ab027b9
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 22"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 22
+
+State House district 22 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/23.md b/data/jurisdictions/us/states/ga/districts/house/23.md
new file mode 100644
index 0000000000..d2826dcdd6
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 23"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 23
+
+State House district 23 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/24.md b/data/jurisdictions/us/states/ga/districts/house/24.md
new file mode 100644
index 0000000000..b7367ea903
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 24"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 24
+
+State House district 24 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/25.md b/data/jurisdictions/us/states/ga/districts/house/25.md
new file mode 100644
index 0000000000..96abc47014
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 25"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 25
+
+State House district 25 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/26.md b/data/jurisdictions/us/states/ga/districts/house/26.md
new file mode 100644
index 0000000000..69fd47e9df
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 26"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 26
+
+State House district 26 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/27.md b/data/jurisdictions/us/states/ga/districts/house/27.md
new file mode 100644
index 0000000000..2955aced01
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 27"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 27
+
+State House district 27 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/28.md b/data/jurisdictions/us/states/ga/districts/house/28.md
new file mode 100644
index 0000000000..78725a725f
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 28"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 28
+
+State House district 28 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/29.md b/data/jurisdictions/us/states/ga/districts/house/29.md
new file mode 100644
index 0000000000..f807ab7dae
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 29"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 29
+
+State House district 29 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/3.md b/data/jurisdictions/us/states/ga/districts/house/3.md
new file mode 100644
index 0000000000..fe07da906f
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 3"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 3
+
+State House district 3 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/30.md b/data/jurisdictions/us/states/ga/districts/house/30.md
new file mode 100644
index 0000000000..62a151c925
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 30"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 30
+
+State House district 30 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/31.md b/data/jurisdictions/us/states/ga/districts/house/31.md
new file mode 100644
index 0000000000..b9f9de029b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 31"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 31
+
+State House district 31 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/32.md b/data/jurisdictions/us/states/ga/districts/house/32.md
new file mode 100644
index 0000000000..f6d7133a76
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 32"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 32
+
+State House district 32 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/33.md b/data/jurisdictions/us/states/ga/districts/house/33.md
new file mode 100644
index 0000000000..f8a9832058
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 33"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 33
+
+State House district 33 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/34.md b/data/jurisdictions/us/states/ga/districts/house/34.md
new file mode 100644
index 0000000000..67af384e52
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 34"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 34
+
+State House district 34 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/35.md b/data/jurisdictions/us/states/ga/districts/house/35.md
new file mode 100644
index 0000000000..33ecc96c54
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 35"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 35
+
+State House district 35 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/36.md b/data/jurisdictions/us/states/ga/districts/house/36.md
new file mode 100644
index 0000000000..ed9e210966
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 36"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 36
+
+State House district 36 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/37.md b/data/jurisdictions/us/states/ga/districts/house/37.md
new file mode 100644
index 0000000000..99ddc3e7c4
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 37"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 37
+
+State House district 37 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/38.md b/data/jurisdictions/us/states/ga/districts/house/38.md
new file mode 100644
index 0000000000..feb325464b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 38"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 38
+
+State House district 38 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/39.md b/data/jurisdictions/us/states/ga/districts/house/39.md
new file mode 100644
index 0000000000..94ef1a95af
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 39"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 39
+
+State House district 39 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/4.md b/data/jurisdictions/us/states/ga/districts/house/4.md
new file mode 100644
index 0000000000..fe93fd3b2e
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 4"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 4
+
+State House district 4 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/40.md b/data/jurisdictions/us/states/ga/districts/house/40.md
new file mode 100644
index 0000000000..a6eb90b8e6
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 40"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 40
+
+State House district 40 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/41.md b/data/jurisdictions/us/states/ga/districts/house/41.md
new file mode 100644
index 0000000000..2479f9a05b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 41"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 41
+
+State House district 41 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/42.md b/data/jurisdictions/us/states/ga/districts/house/42.md
new file mode 100644
index 0000000000..80f5b38feb
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 42"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 42
+
+State House district 42 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/43.md b/data/jurisdictions/us/states/ga/districts/house/43.md
new file mode 100644
index 0000000000..8b9f87febd
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 43"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 43
+
+State House district 43 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/44.md b/data/jurisdictions/us/states/ga/districts/house/44.md
new file mode 100644
index 0000000000..f017ec1b87
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 44"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 44
+
+State House district 44 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/45.md b/data/jurisdictions/us/states/ga/districts/house/45.md
new file mode 100644
index 0000000000..4a666dafe6
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 45"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 45
+
+State House district 45 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/46.md b/data/jurisdictions/us/states/ga/districts/house/46.md
new file mode 100644
index 0000000000..d439836193
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 46"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 46
+
+State House district 46 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/47.md b/data/jurisdictions/us/states/ga/districts/house/47.md
new file mode 100644
index 0000000000..18519bf3b3
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 47"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 47
+
+State House district 47 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/48.md b/data/jurisdictions/us/states/ga/districts/house/48.md
new file mode 100644
index 0000000000..969db55be2
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 48"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 48
+
+State House district 48 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/49.md b/data/jurisdictions/us/states/ga/districts/house/49.md
new file mode 100644
index 0000000000..b5ea1b5f81
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 49"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 49
+
+State House district 49 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/5.md b/data/jurisdictions/us/states/ga/districts/house/5.md
new file mode 100644
index 0000000000..c127629ad6
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 5"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 5
+
+State House district 5 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/50.md b/data/jurisdictions/us/states/ga/districts/house/50.md
new file mode 100644
index 0000000000..b28c0fb7f6
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 50"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 50
+
+State House district 50 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/51.md b/data/jurisdictions/us/states/ga/districts/house/51.md
new file mode 100644
index 0000000000..bbf6af489c
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 51"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 51
+
+State House district 51 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/52.md b/data/jurisdictions/us/states/ga/districts/house/52.md
new file mode 100644
index 0000000000..a6e81c0a98
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 52"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 52
+
+State House district 52 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/53.md b/data/jurisdictions/us/states/ga/districts/house/53.md
new file mode 100644
index 0000000000..a84a1b3ca8
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 53"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 53
+
+State House district 53 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/54.md b/data/jurisdictions/us/states/ga/districts/house/54.md
new file mode 100644
index 0000000000..e8fb850073
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 54"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 54
+
+State House district 54 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/55.md b/data/jurisdictions/us/states/ga/districts/house/55.md
new file mode 100644
index 0000000000..e782afeb68
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 55"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 55
+
+State House district 55 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/56.md b/data/jurisdictions/us/states/ga/districts/house/56.md
new file mode 100644
index 0000000000..e717a315aa
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 56"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 56
+
+State House district 56 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/57.md b/data/jurisdictions/us/states/ga/districts/house/57.md
new file mode 100644
index 0000000000..34d1ed5370
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 57"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 57
+
+State House district 57 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/58.md b/data/jurisdictions/us/states/ga/districts/house/58.md
new file mode 100644
index 0000000000..9b76ce5f3a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 58"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 58
+
+State House district 58 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/59.md b/data/jurisdictions/us/states/ga/districts/house/59.md
new file mode 100644
index 0000000000..5f3ee34a99
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 59"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 59
+
+State House district 59 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/6.md b/data/jurisdictions/us/states/ga/districts/house/6.md
new file mode 100644
index 0000000000..052a5eb4d6
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 6"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 6
+
+State House district 6 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/60.md b/data/jurisdictions/us/states/ga/districts/house/60.md
new file mode 100644
index 0000000000..b298eeb949
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 60"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 60
+
+State House district 60 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/61.md b/data/jurisdictions/us/states/ga/districts/house/61.md
new file mode 100644
index 0000000000..b885bf5367
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 61"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 61
+
+State House district 61 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/62.md b/data/jurisdictions/us/states/ga/districts/house/62.md
new file mode 100644
index 0000000000..351c1f2c25
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 62"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 62
+
+State House district 62 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/63.md b/data/jurisdictions/us/states/ga/districts/house/63.md
new file mode 100644
index 0000000000..0339e4ec06
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 63"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 63
+
+State House district 63 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/64.md b/data/jurisdictions/us/states/ga/districts/house/64.md
new file mode 100644
index 0000000000..b70d073f76
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 64"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 64
+
+State House district 64 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/65.md b/data/jurisdictions/us/states/ga/districts/house/65.md
new file mode 100644
index 0000000000..7b7ad4ff4a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 65"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 65
+
+State House district 65 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/66.md b/data/jurisdictions/us/states/ga/districts/house/66.md
new file mode 100644
index 0000000000..574334fcff
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 66"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 66
+
+State House district 66 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/67.md b/data/jurisdictions/us/states/ga/districts/house/67.md
new file mode 100644
index 0000000000..9f23a2db3f
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 67"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 67
+
+State House district 67 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/68.md b/data/jurisdictions/us/states/ga/districts/house/68.md
new file mode 100644
index 0000000000..575779b13c
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 68"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 68
+
+State House district 68 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/69.md b/data/jurisdictions/us/states/ga/districts/house/69.md
new file mode 100644
index 0000000000..87ebb99d1b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 69"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 69
+
+State House district 69 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/7.md b/data/jurisdictions/us/states/ga/districts/house/7.md
new file mode 100644
index 0000000000..632e5fd3e4
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 7"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 7
+
+State House district 7 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/70.md b/data/jurisdictions/us/states/ga/districts/house/70.md
new file mode 100644
index 0000000000..f969eb357c
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 70"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 70
+
+State House district 70 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/71.md b/data/jurisdictions/us/states/ga/districts/house/71.md
new file mode 100644
index 0000000000..8f5b6a16cb
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 71"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 71
+
+State House district 71 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/72.md b/data/jurisdictions/us/states/ga/districts/house/72.md
new file mode 100644
index 0000000000..8bbc6ea42a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 72"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 72
+
+State House district 72 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/73.md b/data/jurisdictions/us/states/ga/districts/house/73.md
new file mode 100644
index 0000000000..2ca0561258
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 73"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 73
+
+State House district 73 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/74.md b/data/jurisdictions/us/states/ga/districts/house/74.md
new file mode 100644
index 0000000000..cb2a631eb0
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 74"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 74
+
+State House district 74 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/75.md b/data/jurisdictions/us/states/ga/districts/house/75.md
new file mode 100644
index 0000000000..ea8af02b1a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 75"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 75
+
+State House district 75 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/76.md b/data/jurisdictions/us/states/ga/districts/house/76.md
new file mode 100644
index 0000000000..9d032c3a06
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 76"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 76
+
+State House district 76 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/77.md b/data/jurisdictions/us/states/ga/districts/house/77.md
new file mode 100644
index 0000000000..3692e11374
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 77"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 77
+
+State House district 77 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/78.md b/data/jurisdictions/us/states/ga/districts/house/78.md
new file mode 100644
index 0000000000..0caffed46e
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 78"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 78
+
+State House district 78 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/79.md b/data/jurisdictions/us/states/ga/districts/house/79.md
new file mode 100644
index 0000000000..d98810d204
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 79"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 79
+
+State House district 79 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/8.md b/data/jurisdictions/us/states/ga/districts/house/8.md
new file mode 100644
index 0000000000..d07a83effd
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 8"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 8
+
+State House district 8 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/80.md b/data/jurisdictions/us/states/ga/districts/house/80.md
new file mode 100644
index 0000000000..dcb9222e43
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 80"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 80
+
+State House district 80 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/81.md b/data/jurisdictions/us/states/ga/districts/house/81.md
new file mode 100644
index 0000000000..48f93c7c8b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 81"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 81
+
+State House district 81 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/82.md b/data/jurisdictions/us/states/ga/districts/house/82.md
new file mode 100644
index 0000000000..1a7edde85f
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 82"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 82
+
+State House district 82 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/83.md b/data/jurisdictions/us/states/ga/districts/house/83.md
new file mode 100644
index 0000000000..995d97b4ed
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 83"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 83
+
+State House district 83 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/84.md b/data/jurisdictions/us/states/ga/districts/house/84.md
new file mode 100644
index 0000000000..9ebd2d7ab2
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 84"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 84
+
+State House district 84 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/85.md b/data/jurisdictions/us/states/ga/districts/house/85.md
new file mode 100644
index 0000000000..3f38fec21e
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 85"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 85
+
+State House district 85 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/86.md b/data/jurisdictions/us/states/ga/districts/house/86.md
new file mode 100644
index 0000000000..d82669733f
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 86"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 86
+
+State House district 86 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/87.md b/data/jurisdictions/us/states/ga/districts/house/87.md
new file mode 100644
index 0000000000..f04cb1a8c8
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 87"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 87
+
+State House district 87 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/88.md b/data/jurisdictions/us/states/ga/districts/house/88.md
new file mode 100644
index 0000000000..beaba3e9eb
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 88"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 88
+
+State House district 88 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/89.md b/data/jurisdictions/us/states/ga/districts/house/89.md
new file mode 100644
index 0000000000..4efcb26c26
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 89"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 89
+
+State House district 89 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/9.md b/data/jurisdictions/us/states/ga/districts/house/9.md
new file mode 100644
index 0000000000..5159ca76ba
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 9"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 9
+
+State House district 9 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/90.md b/data/jurisdictions/us/states/ga/districts/house/90.md
new file mode 100644
index 0000000000..96efd5d675
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 90"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 90
+
+State House district 90 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/91.md b/data/jurisdictions/us/states/ga/districts/house/91.md
new file mode 100644
index 0000000000..45d5d2e6e3
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 91"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 91
+
+State House district 91 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/92.md b/data/jurisdictions/us/states/ga/districts/house/92.md
new file mode 100644
index 0000000000..b59ac409d9
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 92"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 92
+
+State House district 92 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/93.md b/data/jurisdictions/us/states/ga/districts/house/93.md
new file mode 100644
index 0000000000..4dca89ea02
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 93"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 93
+
+State House district 93 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/94.md b/data/jurisdictions/us/states/ga/districts/house/94.md
new file mode 100644
index 0000000000..2eb6ab5c6a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 94"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 94
+
+State House district 94 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/95.md b/data/jurisdictions/us/states/ga/districts/house/95.md
new file mode 100644
index 0000000000..bc8a0922c6
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 95"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 95
+
+State House district 95 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/96.md b/data/jurisdictions/us/states/ga/districts/house/96.md
new file mode 100644
index 0000000000..abe3f81b29
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 96"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 96
+
+State House district 96 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/97.md b/data/jurisdictions/us/states/ga/districts/house/97.md
new file mode 100644
index 0000000000..9c0ee425b3
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 97"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 97
+
+State House district 97 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/98.md b/data/jurisdictions/us/states/ga/districts/house/98.md
new file mode 100644
index 0000000000..7a94a249c5
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 98"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 98
+
+State House district 98 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/house/99.md b/data/jurisdictions/us/states/ga/districts/house/99.md
new file mode 100644
index 0000000000..6a8521309a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA House District 99"
+classification: state-house-district
+state: "GA"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA House District 99
+
+State House district 99 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/1.md b/data/jurisdictions/us/states/ga/districts/senate/1.md
new file mode 100644
index 0000000000..caf462bf93
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 1"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 1
+
+State Senate district 1 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/10.md b/data/jurisdictions/us/states/ga/districts/senate/10.md
new file mode 100644
index 0000000000..e14a03c6df
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 10"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 10
+
+State Senate district 10 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/11.md b/data/jurisdictions/us/states/ga/districts/senate/11.md
new file mode 100644
index 0000000000..dc52b559fc
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 11"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 11
+
+State Senate district 11 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/13.md b/data/jurisdictions/us/states/ga/districts/senate/13.md
new file mode 100644
index 0000000000..2eb4462644
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 13"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 13
+
+State Senate district 13 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/14.md b/data/jurisdictions/us/states/ga/districts/senate/14.md
new file mode 100644
index 0000000000..f1647513b6
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 14"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 14
+
+State Senate district 14 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/15.md b/data/jurisdictions/us/states/ga/districts/senate/15.md
new file mode 100644
index 0000000000..1b28d1d88d
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 15"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 15
+
+State Senate district 15 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/16.md b/data/jurisdictions/us/states/ga/districts/senate/16.md
new file mode 100644
index 0000000000..4bde369778
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 16"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 16
+
+State Senate district 16 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/17.md b/data/jurisdictions/us/states/ga/districts/senate/17.md
new file mode 100644
index 0000000000..05fdbff00c
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 17"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 17
+
+State Senate district 17 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/18.md b/data/jurisdictions/us/states/ga/districts/senate/18.md
new file mode 100644
index 0000000000..3cf941e36d
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 18"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 18
+
+State Senate district 18 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/19.md b/data/jurisdictions/us/states/ga/districts/senate/19.md
new file mode 100644
index 0000000000..cc8d207644
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 19"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 19
+
+State Senate district 19 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/2.md b/data/jurisdictions/us/states/ga/districts/senate/2.md
new file mode 100644
index 0000000000..ab513697fc
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 2"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 2
+
+State Senate district 2 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/20.md b/data/jurisdictions/us/states/ga/districts/senate/20.md
new file mode 100644
index 0000000000..e8415671f9
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 20"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 20
+
+State Senate district 20 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/21.md b/data/jurisdictions/us/states/ga/districts/senate/21.md
new file mode 100644
index 0000000000..416db2b996
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 21"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 21
+
+State Senate district 21 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/22.md b/data/jurisdictions/us/states/ga/districts/senate/22.md
new file mode 100644
index 0000000000..699222635a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 22"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 22
+
+State Senate district 22 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/23.md b/data/jurisdictions/us/states/ga/districts/senate/23.md
new file mode 100644
index 0000000000..4f749dff63
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 23"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 23
+
+State Senate district 23 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/24.md b/data/jurisdictions/us/states/ga/districts/senate/24.md
new file mode 100644
index 0000000000..5f8e11d746
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 24"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 24
+
+State Senate district 24 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/25.md b/data/jurisdictions/us/states/ga/districts/senate/25.md
new file mode 100644
index 0000000000..d96cb57add
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 25"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 25
+
+State Senate district 25 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/26.md b/data/jurisdictions/us/states/ga/districts/senate/26.md
new file mode 100644
index 0000000000..e89294ef2d
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 26"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 26
+
+State Senate district 26 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/27.md b/data/jurisdictions/us/states/ga/districts/senate/27.md
new file mode 100644
index 0000000000..9403bf1bc9
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 27"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 27
+
+State Senate district 27 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/28.md b/data/jurisdictions/us/states/ga/districts/senate/28.md
new file mode 100644
index 0000000000..fc0a40935f
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 28"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 28
+
+State Senate district 28 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/29.md b/data/jurisdictions/us/states/ga/districts/senate/29.md
new file mode 100644
index 0000000000..561db0f296
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 29"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 29
+
+State Senate district 29 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/3.md b/data/jurisdictions/us/states/ga/districts/senate/3.md
new file mode 100644
index 0000000000..71043f7378
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 3"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 3
+
+State Senate district 3 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/30.md b/data/jurisdictions/us/states/ga/districts/senate/30.md
new file mode 100644
index 0000000000..0903f8fa87
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 30"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 30
+
+State Senate district 30 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/31.md b/data/jurisdictions/us/states/ga/districts/senate/31.md
new file mode 100644
index 0000000000..c1cb3770d3
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 31"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 31
+
+State Senate district 31 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/32.md b/data/jurisdictions/us/states/ga/districts/senate/32.md
new file mode 100644
index 0000000000..aad98624fa
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 32"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 32
+
+State Senate district 32 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/33.md b/data/jurisdictions/us/states/ga/districts/senate/33.md
new file mode 100644
index 0000000000..10c30be029
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 33"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 33
+
+State Senate district 33 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/34.md b/data/jurisdictions/us/states/ga/districts/senate/34.md
new file mode 100644
index 0000000000..fc95a95d3b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 34"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 34
+
+State Senate district 34 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/35.md b/data/jurisdictions/us/states/ga/districts/senate/35.md
new file mode 100644
index 0000000000..a1086853d2
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 35"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 35
+
+State Senate district 35 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/36.md b/data/jurisdictions/us/states/ga/districts/senate/36.md
new file mode 100644
index 0000000000..92a42cdd12
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 36"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 36
+
+State Senate district 36 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/37.md b/data/jurisdictions/us/states/ga/districts/senate/37.md
new file mode 100644
index 0000000000..125f7ffb9c
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 37"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 37
+
+State Senate district 37 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/38.md b/data/jurisdictions/us/states/ga/districts/senate/38.md
new file mode 100644
index 0000000000..c153fbfcfc
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 38"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 38
+
+State Senate district 38 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/39.md b/data/jurisdictions/us/states/ga/districts/senate/39.md
new file mode 100644
index 0000000000..0b3d991f76
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 39"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 39
+
+State Senate district 39 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/4.md b/data/jurisdictions/us/states/ga/districts/senate/4.md
new file mode 100644
index 0000000000..25d8cfd371
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 4"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 4
+
+State Senate district 4 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/40.md b/data/jurisdictions/us/states/ga/districts/senate/40.md
new file mode 100644
index 0000000000..8c4239122b
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 40"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 40
+
+State Senate district 40 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/41.md b/data/jurisdictions/us/states/ga/districts/senate/41.md
new file mode 100644
index 0000000000..313a782b22
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 41"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 41
+
+State Senate district 41 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/42.md b/data/jurisdictions/us/states/ga/districts/senate/42.md
new file mode 100644
index 0000000000..4e334b5721
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 42"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 42
+
+State Senate district 42 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/43.md b/data/jurisdictions/us/states/ga/districts/senate/43.md
new file mode 100644
index 0000000000..5fb3a88e37
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 43"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 43
+
+State Senate district 43 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/44.md b/data/jurisdictions/us/states/ga/districts/senate/44.md
new file mode 100644
index 0000000000..e7cc927432
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 44"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 44
+
+State Senate district 44 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/45.md b/data/jurisdictions/us/states/ga/districts/senate/45.md
new file mode 100644
index 0000000000..5fa0f6ab14
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 45"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 45
+
+State Senate district 45 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/46.md b/data/jurisdictions/us/states/ga/districts/senate/46.md
new file mode 100644
index 0000000000..d63b55241a
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 46"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 46
+
+State Senate district 46 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/47.md b/data/jurisdictions/us/states/ga/districts/senate/47.md
new file mode 100644
index 0000000000..d912686bbd
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 47"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 47
+
+State Senate district 47 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/48.md b/data/jurisdictions/us/states/ga/districts/senate/48.md
new file mode 100644
index 0000000000..005ea84105
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 48"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 48
+
+State Senate district 48 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/49.md b/data/jurisdictions/us/states/ga/districts/senate/49.md
new file mode 100644
index 0000000000..9fc86e9143
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 49"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 49
+
+State Senate district 49 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/5.md b/data/jurisdictions/us/states/ga/districts/senate/5.md
new file mode 100644
index 0000000000..f3ca76e492
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 5"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 5
+
+State Senate district 5 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/50.md b/data/jurisdictions/us/states/ga/districts/senate/50.md
new file mode 100644
index 0000000000..3950b8baa7
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 50"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 50
+
+State Senate district 50 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/51.md b/data/jurisdictions/us/states/ga/districts/senate/51.md
new file mode 100644
index 0000000000..544cb11521
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 51"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 51
+
+State Senate district 51 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/52.md b/data/jurisdictions/us/states/ga/districts/senate/52.md
new file mode 100644
index 0000000000..6088308557
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 52"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 52
+
+State Senate district 52 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/53.md b/data/jurisdictions/us/states/ga/districts/senate/53.md
new file mode 100644
index 0000000000..bee4023524
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 53"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 53
+
+State Senate district 53 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/54.md b/data/jurisdictions/us/states/ga/districts/senate/54.md
new file mode 100644
index 0000000000..ba4d6da41f
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 54"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 54
+
+State Senate district 54 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/55.md b/data/jurisdictions/us/states/ga/districts/senate/55.md
new file mode 100644
index 0000000000..d3da258a01
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 55"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 55
+
+State Senate district 55 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/56.md b/data/jurisdictions/us/states/ga/districts/senate/56.md
new file mode 100644
index 0000000000..d092fd0a10
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 56"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 56
+
+State Senate district 56 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/6.md b/data/jurisdictions/us/states/ga/districts/senate/6.md
new file mode 100644
index 0000000000..ce2f0dfbd5
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 6"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 6
+
+State Senate district 6 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/8.md b/data/jurisdictions/us/states/ga/districts/senate/8.md
new file mode 100644
index 0000000000..df56349774
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 8"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 8
+
+State Senate district 8 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/districts/senate/9.md b/data/jurisdictions/us/states/ga/districts/senate/9.md
new file mode 100644
index 0000000000..e3eeacfa48
--- /dev/null
+++ b/data/jurisdictions/us/states/ga/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "GA Senate District 9"
+classification: state-senate-district
+state: "GA"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ga]
+timestamp: "2026-07-03"
+---
+
+# GA Senate District 9
+
+State Senate district 9 (GA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ga/people/akbar-ali.md b/data/jurisdictions/us/states/ga/people/akbar-ali.md
index 01b0d41b08..58e8326083 100644
--- a/data/jurisdictions/us/states/ga/people/akbar-ali.md
+++ b/data/jurisdictions/us/states/ga/people/akbar-ali.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 106"
+represents: "us/states/ga/districts/house/106"
 tenure:
   start: "2025-12-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 106 (GA State House of Representatives District 106).
 
+Represents [GA State House of Representatives District 106](/us/states/ga/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/al-williams.md b/data/jurisdictions/us/states/ga/people/al-williams.md
index 8f8ca296f4..37fb302ab9 100644
--- a/data/jurisdictions/us/states/ga/people/al-williams.md
+++ b/data/jurisdictions/us/states/ga/people/al-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 168"
+represents: "us/states/ga/districts/house/168"
 tenure:
   start: "2003-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 168 (GA State House of Representatives District 168).
 
+Represents [GA State House of Representatives District 168](/us/states/ga/districts/house/168.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/alan-powell.md b/data/jurisdictions/us/states/ga/people/alan-powell.md
index 036d938bec..ce1671d9fd 100644
--- a/data/jurisdictions/us/states/ga/people/alan-powell.md
+++ b/data/jurisdictions/us/states/ga/people/alan-powell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 33"
+represents: "us/states/ga/districts/house/33"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 33 (GA State House of Representatives District 33).
 
+Represents [GA State House of Representatives District 33](/us/states/ga/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/angela-moore.md b/data/jurisdictions/us/states/ga/people/angela-moore.md
index 8a6f950c9d..beffb53afb 100644
--- a/data/jurisdictions/us/states/ga/people/angela-moore.md
+++ b/data/jurisdictions/us/states/ga/people/angela-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 91"
+represents: "us/states/ga/districts/house/91"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 91 (GA State House of Representatives District 91).
 
+Represents [GA State House of Representatives District 91](/us/states/ga/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/angie-o-steen.md b/data/jurisdictions/us/states/ga/people/angie-o-steen.md
index 4a406d89d5..87a1f4f05b 100644
--- a/data/jurisdictions/us/states/ga/people/angie-o-steen.md
+++ b/data/jurisdictions/us/states/ga/people/angie-o-steen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 169"
+represents: "us/states/ga/districts/house/169"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 169 (GA State House of Representatives District 169).
 
+Represents [GA State House of Representatives District 169](/us/states/ga/districts/house/169.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/anne-westbrook.md b/data/jurisdictions/us/states/ga/people/anne-westbrook.md
index 313f3904e2..f1190650d4 100644
--- a/data/jurisdictions/us/states/ga/people/anne-westbrook.md
+++ b/data/jurisdictions/us/states/ga/people/anne-westbrook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 163"
+represents: "us/states/ga/districts/house/163"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 163 (GA State House of Representatives District 163).
 
+Represents [GA State House of Representatives District 163](/us/states/ga/districts/house/163.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/arlene-beckles.md b/data/jurisdictions/us/states/ga/people/arlene-beckles.md
index 9a4f2f34ac..095fa7262c 100644
--- a/data/jurisdictions/us/states/ga/people/arlene-beckles.md
+++ b/data/jurisdictions/us/states/ga/people/arlene-beckles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 96"
+represents: "us/states/ga/districts/house/96"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 96 (GA State House of Representatives District 96).
 
+Represents [GA State House of Representatives District 96](/us/states/ga/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/ben-watson.md b/data/jurisdictions/us/states/ga/people/ben-watson.md
index 8ed13f2d29..35ab6cbbe1 100644
--- a/data/jurisdictions/us/states/ga/people/ben-watson.md
+++ b/data/jurisdictions/us/states/ga/people/ben-watson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 1"
+represents: "us/states/ga/districts/senate/1"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 1 (GA State Senate District 1).
 
+Represents [GA State Senate District 1](/us/states/ga/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/beth-camp.md b/data/jurisdictions/us/states/ga/people/beth-camp.md
index 9c4b1059e0..7b9a96ab1e 100644
--- a/data/jurisdictions/us/states/ga/people/beth-camp.md
+++ b/data/jurisdictions/us/states/ga/people/beth-camp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 135"
+represents: "us/states/ga/districts/house/135"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 135 (GA State House of Representatives District 135).
 
+Represents [GA State House of Representatives District 135](/us/states/ga/districts/house/135.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/bethany-ballard.md b/data/jurisdictions/us/states/ga/people/bethany-ballard.md
index 0a187d9497..0cbac70ced 100644
--- a/data/jurisdictions/us/states/ga/people/bethany-ballard.md
+++ b/data/jurisdictions/us/states/ga/people/bethany-ballard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 147"
+represents: "us/states/ga/districts/house/147"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 147 (GA State House of Representatives District 147).
 
+Represents [GA State House of Representatives District 147](/us/states/ga/districts/house/147.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/betsy-holland.md b/data/jurisdictions/us/states/ga/people/betsy-holland.md
index 3d5d12635f..b6add9855d 100644
--- a/data/jurisdictions/us/states/ga/people/betsy-holland.md
+++ b/data/jurisdictions/us/states/ga/people/betsy-holland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 54"
+represents: "us/states/ga/districts/house/54"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 54 (GA State House of Representatives District 54).
 
+Represents [GA State House of Representatives District 54](/us/states/ga/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/bill-cowsert.md b/data/jurisdictions/us/states/ga/people/bill-cowsert.md
index 46c62e626e..faca1b1861 100644
--- a/data/jurisdictions/us/states/ga/people/bill-cowsert.md
+++ b/data/jurisdictions/us/states/ga/people/bill-cowsert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 46"
+represents: "us/states/ga/districts/senate/46"
 tenure:
   start: "2007-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 46 (GA State Senate District 46).
 
+Represents [GA State Senate District 46](/us/states/ga/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/bill-fincher.md b/data/jurisdictions/us/states/ga/people/bill-fincher.md
index af4cf7f314..d0caf95c15 100644
--- a/data/jurisdictions/us/states/ga/people/bill-fincher.md
+++ b/data/jurisdictions/us/states/ga/people/bill-fincher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 23"
+represents: "us/states/ga/districts/house/23"
 tenure:
   start: "2026-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 23 (GA State House of Representatives District 23).
 
+Represents [GA State House of Representatives District 23](/us/states/ga/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/bill-hitchens.md b/data/jurisdictions/us/states/ga/people/bill-hitchens.md
index 7c2ce7884e..4b2c04b45c 100644
--- a/data/jurisdictions/us/states/ga/people/bill-hitchens.md
+++ b/data/jurisdictions/us/states/ga/people/bill-hitchens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 161"
+represents: "us/states/ga/districts/house/161"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 161 (GA State House of Representatives District 161).
 
+Represents [GA State House of Representatives District 161](/us/states/ga/districts/house/161.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/bill-werkheiser.md b/data/jurisdictions/us/states/ga/people/bill-werkheiser.md
index 8410eb82da..3fecce4755 100644
--- a/data/jurisdictions/us/states/ga/people/bill-werkheiser.md
+++ b/data/jurisdictions/us/states/ga/people/bill-werkheiser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 157"
+represents: "us/states/ga/districts/house/157"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 157 (GA State House of Representatives District 157).
 
+Represents [GA State House of Representatives District 157](/us/states/ga/districts/house/157.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/bill-yearta.md b/data/jurisdictions/us/states/ga/people/bill-yearta.md
index a332a2a82d..f8734c96a3 100644
--- a/data/jurisdictions/us/states/ga/people/bill-yearta.md
+++ b/data/jurisdictions/us/states/ga/people/bill-yearta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 152"
+represents: "us/states/ga/districts/house/152"
 tenure:
   start: "2019-12-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 152 (GA State House of Representatives District 152).
 
+Represents [GA State House of Representatives District 152](/us/states/ga/districts/house/152.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/billy-hickman.md b/data/jurisdictions/us/states/ga/people/billy-hickman.md
index e8aae8b66e..3deb52107c 100644
--- a/data/jurisdictions/us/states/ga/people/billy-hickman.md
+++ b/data/jurisdictions/us/states/ga/people/billy-hickman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 4"
+represents: "us/states/ga/districts/senate/4"
 tenure:
   start: "2020-08-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 4 (GA State Senate District 4).
 
+Represents [GA State Senate District 4](/us/states/ga/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/billy-mitchell.md b/data/jurisdictions/us/states/ga/people/billy-mitchell.md
index 7e5110ca7f..58cae7acba 100644
--- a/data/jurisdictions/us/states/ga/people/billy-mitchell.md
+++ b/data/jurisdictions/us/states/ga/people/billy-mitchell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 88"
+represents: "us/states/ga/districts/house/88"
 tenure:
   start: "2003-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 88 (GA State House of Representatives District 88).
 
+Represents [GA State House of Representatives District 88](/us/states/ga/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/blake-tillery.md b/data/jurisdictions/us/states/ga/people/blake-tillery.md
index 900ac54d8d..b6092b5a29 100644
--- a/data/jurisdictions/us/states/ga/people/blake-tillery.md
+++ b/data/jurisdictions/us/states/ga/people/blake-tillery.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 19"
+represents: "us/states/ga/districts/senate/19"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 19 (GA State Senate District 19).
 
+Represents [GA State Senate District 19](/us/states/ga/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/bo-hatchett.md b/data/jurisdictions/us/states/ga/people/bo-hatchett.md
index 87e6d26a01..4c15c05c89 100644
--- a/data/jurisdictions/us/states/ga/people/bo-hatchett.md
+++ b/data/jurisdictions/us/states/ga/people/bo-hatchett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 50"
+represents: "us/states/ga/districts/senate/50"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 50 (GA State Senate District 50).
 
+Represents [GA State Senate District 50](/us/states/ga/districts/senate/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/brad-thomas.md b/data/jurisdictions/us/states/ga/people/brad-thomas.md
index 63f477c826..6a1a3f1d63 100644
--- a/data/jurisdictions/us/states/ga/people/brad-thomas.md
+++ b/data/jurisdictions/us/states/ga/people/brad-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 21"
+represents: "us/states/ga/districts/house/21"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 21 (GA State House of Representatives District 21).
 
+Represents [GA State House of Representatives District 21](/us/states/ga/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/brent-cox.md b/data/jurisdictions/us/states/ga/people/brent-cox.md
index 2f4ff34457..a91aeb7f26 100644
--- a/data/jurisdictions/us/states/ga/people/brent-cox.md
+++ b/data/jurisdictions/us/states/ga/people/brent-cox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 28"
+represents: "us/states/ga/districts/house/28"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 28 (GA State House of Representatives District 28).
 
+Represents [GA State House of Representatives District 28](/us/states/ga/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/brian-prince.md b/data/jurisdictions/us/states/ga/people/brian-prince.md
index eac348dec1..f6c17e3d71 100644
--- a/data/jurisdictions/us/states/ga/people/brian-prince.md
+++ b/data/jurisdictions/us/states/ga/people/brian-prince.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 132"
+represents: "us/states/ga/districts/house/132"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 132 (GA State House of Representatives District 132).
 
+Represents [GA State House of Representatives District 132](/us/states/ga/districts/house/132.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/brian-strickland.md b/data/jurisdictions/us/states/ga/people/brian-strickland.md
index 6230cd118f..9e302403b7 100644
--- a/data/jurisdictions/us/states/ga/people/brian-strickland.md
+++ b/data/jurisdictions/us/states/ga/people/brian-strickland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 42"
+represents: "us/states/ga/districts/senate/42"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 42 (GA State Senate District 42).
 
+Represents [GA State Senate District 42](/us/states/ga/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/bruce-williamson.md b/data/jurisdictions/us/states/ga/people/bruce-williamson.md
index 66cc723952..f0ff8b3791 100644
--- a/data/jurisdictions/us/states/ga/people/bruce-williamson.md
+++ b/data/jurisdictions/us/states/ga/people/bruce-williamson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 112"
+represents: "us/states/ga/districts/house/112"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 112 (GA State House of Representatives District 112).
 
+Represents [GA State House of Representatives District 112](/us/states/ga/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/bryce-berry.md b/data/jurisdictions/us/states/ga/people/bryce-berry.md
index 14e04b7074..05e4756626 100644
--- a/data/jurisdictions/us/states/ga/people/bryce-berry.md
+++ b/data/jurisdictions/us/states/ga/people/bryce-berry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 56"
+represents: "us/states/ga/districts/house/56"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 56 (GA State House of Representatives District 56).
 
+Represents [GA State House of Representatives District 56](/us/states/ga/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/buddy-deloach.md b/data/jurisdictions/us/states/ga/people/buddy-deloach.md
index 781e54175d..cc31063f5e 100644
--- a/data/jurisdictions/us/states/ga/people/buddy-deloach.md
+++ b/data/jurisdictions/us/states/ga/people/buddy-deloach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 167"
+represents: "us/states/ga/districts/house/167"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 167 (GA State House of Representatives District 167).
 
+Represents [GA State House of Representatives District 167](/us/states/ga/districts/house/167.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/butch-parrish.md b/data/jurisdictions/us/states/ga/people/butch-parrish.md
index 031dad8448..c599ca02f4 100644
--- a/data/jurisdictions/us/states/ga/people/butch-parrish.md
+++ b/data/jurisdictions/us/states/ga/people/butch-parrish.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 158"
+represents: "us/states/ga/districts/house/158"
 tenure:
   start: "1985-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 158 (GA State House of Representatives District 158).
 
+Represents [GA State House of Representatives District 158](/us/states/ga/districts/house/158.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/carden-summers.md b/data/jurisdictions/us/states/ga/people/carden-summers.md
index 864c9ccd61..25ad0dd639 100644
--- a/data/jurisdictions/us/states/ga/people/carden-summers.md
+++ b/data/jurisdictions/us/states/ga/people/carden-summers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 13"
+represents: "us/states/ga/districts/senate/13"
 tenure:
   start: "2020-03-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 13 (GA State Senate District 13).
 
+Represents [GA State Senate District 13](/us/states/ga/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/carl-gilliard.md b/data/jurisdictions/us/states/ga/people/carl-gilliard.md
index 5478f0716e..9869f56df1 100644
--- a/data/jurisdictions/us/states/ga/people/carl-gilliard.md
+++ b/data/jurisdictions/us/states/ga/people/carl-gilliard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 162"
+represents: "us/states/ga/districts/house/162"
 tenure:
   start: "2016-05-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 162 (GA State House of Representatives District 162).
 
+Represents [GA State House of Representatives District 162](/us/states/ga/districts/house/162.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/carmen-rice.md b/data/jurisdictions/us/states/ga/people/carmen-rice.md
index 15b74df1c5..5e67458d3e 100644
--- a/data/jurisdictions/us/states/ga/people/carmen-rice.md
+++ b/data/jurisdictions/us/states/ga/people/carmen-rice.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 139"
+represents: "us/states/ga/districts/house/139"
 tenure:
   start: "2024-05-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 139 (GA State House of Representatives District 139).
 
+Represents [GA State House of Representatives District 139](/us/states/ga/districts/house/139.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/carolyn-hugley.md b/data/jurisdictions/us/states/ga/people/carolyn-hugley.md
index 35c23d815a..ff7cc21611 100644
--- a/data/jurisdictions/us/states/ga/people/carolyn-hugley.md
+++ b/data/jurisdictions/us/states/ga/people/carolyn-hugley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 141"
+represents: "us/states/ga/districts/house/141"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 141 (GA State House of Representatives District 141).
 
+Represents [GA State House of Representatives District 141](/us/states/ga/districts/house/141.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/carter-barrett.md b/data/jurisdictions/us/states/ga/people/carter-barrett.md
index ad7e1c703d..d27546c511 100644
--- a/data/jurisdictions/us/states/ga/people/carter-barrett.md
+++ b/data/jurisdictions/us/states/ga/people/carter-barrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 24"
+represents: "us/states/ga/districts/house/24"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 24 (GA State House of Representatives District 24).
 
+Represents [GA State House of Representatives District 24](/us/states/ga/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/charlice-byrd.md b/data/jurisdictions/us/states/ga/people/charlice-byrd.md
index 237df6d5ba..9331d190f2 100644
--- a/data/jurisdictions/us/states/ga/people/charlice-byrd.md
+++ b/data/jurisdictions/us/states/ga/people/charlice-byrd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 20"
+represents: "us/states/ga/districts/house/20"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 20 (GA State House of Representatives District 20).
 
+Represents [GA State House of Representatives District 20](/us/states/ga/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/chas-cannon.md b/data/jurisdictions/us/states/ga/people/chas-cannon.md
index f18005a886..df3f2a69f0 100644
--- a/data/jurisdictions/us/states/ga/people/chas-cannon.md
+++ b/data/jurisdictions/us/states/ga/people/chas-cannon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 172"
+represents: "us/states/ga/districts/house/172"
 tenure:
   start: "2023-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 172 (GA State House of Representatives District 172).
 
+Represents [GA State House of Representatives District 172](/us/states/ga/districts/house/172.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/chris-erwin.md b/data/jurisdictions/us/states/ga/people/chris-erwin.md
index 86a50bf5f8..648f8b69ec 100644
--- a/data/jurisdictions/us/states/ga/people/chris-erwin.md
+++ b/data/jurisdictions/us/states/ga/people/chris-erwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 32"
+represents: "us/states/ga/districts/house/32"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 32 (GA State House of Representatives District 32).
 
+Represents [GA State House of Representatives District 32](/us/states/ga/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/chuck-efstration.md b/data/jurisdictions/us/states/ga/people/chuck-efstration.md
index ed7024e352..772d0527d4 100644
--- a/data/jurisdictions/us/states/ga/people/chuck-efstration.md
+++ b/data/jurisdictions/us/states/ga/people/chuck-efstration.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 104"
+represents: "us/states/ga/districts/house/104"
 tenure:
   start: "2013-12-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 104 (GA State House of Representatives District 104).
 
+Represents [GA State House of Representatives District 104](/us/states/ga/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/chuck-hufstetler.md b/data/jurisdictions/us/states/ga/people/chuck-hufstetler.md
index a93bc8d9a5..fb1f36718d 100644
--- a/data/jurisdictions/us/states/ga/people/chuck-hufstetler.md
+++ b/data/jurisdictions/us/states/ga/people/chuck-hufstetler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 52"
+represents: "us/states/ga/districts/senate/52"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 52 (GA State Senate District 52).
 
+Represents [GA State Senate District 52](/us/states/ga/districts/senate/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/chuck-martin.md b/data/jurisdictions/us/states/ga/people/chuck-martin.md
index c704bbd625..1ce1730cf1 100644
--- a/data/jurisdictions/us/states/ga/people/chuck-martin.md
+++ b/data/jurisdictions/us/states/ga/people/chuck-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 49"
+represents: "us/states/ga/districts/house/49"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 49 (GA State House of Representatives District 49).
 
+Represents [GA State House of Representatives District 49](/us/states/ga/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/chuck-payne.md b/data/jurisdictions/us/states/ga/people/chuck-payne.md
index 7349578433..98803b5102 100644
--- a/data/jurisdictions/us/states/ga/people/chuck-payne.md
+++ b/data/jurisdictions/us/states/ga/people/chuck-payne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 54"
+represents: "us/states/ga/districts/senate/54"
 tenure:
   start: "2017-01-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 54 (GA State Senate District 54).
 
+Represents [GA State Senate District 54](/us/states/ga/districts/senate/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/clint-crowe.md b/data/jurisdictions/us/states/ga/people/clint-crowe.md
index 906d1b5a04..47c8966b1c 100644
--- a/data/jurisdictions/us/states/ga/people/clint-crowe.md
+++ b/data/jurisdictions/us/states/ga/people/clint-crowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 118"
+represents: "us/states/ga/districts/house/118"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 118 (GA State House of Representatives District 118).
 
+Represents [GA State House of Representatives District 118](/us/states/ga/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/clint-dixon.md b/data/jurisdictions/us/states/ga/people/clint-dixon.md
index 2dcc05c1b6..bb0ecd0879 100644
--- a/data/jurisdictions/us/states/ga/people/clint-dixon.md
+++ b/data/jurisdictions/us/states/ga/people/clint-dixon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 45"
+represents: "us/states/ga/districts/senate/45"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 45 (GA State Senate District 45).
 
+Represents [GA State Senate District 45](/us/states/ga/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/dale-washburn.md b/data/jurisdictions/us/states/ga/people/dale-washburn.md
index 78c5b65f15..899023c672 100644
--- a/data/jurisdictions/us/states/ga/people/dale-washburn.md
+++ b/data/jurisdictions/us/states/ga/people/dale-washburn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 144"
+represents: "us/states/ga/districts/house/144"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 144 (GA State House of Representatives District 144).
 
+Represents [GA State House of Representatives District 144](/us/states/ga/districts/house/144.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/danny-mathis.md b/data/jurisdictions/us/states/ga/people/danny-mathis.md
index c207a55bb0..9dacd5341e 100644
--- a/data/jurisdictions/us/states/ga/people/danny-mathis.md
+++ b/data/jurisdictions/us/states/ga/people/danny-mathis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 133"
+represents: "us/states/ga/districts/house/133"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 133 (GA State House of Representatives District 133).
 
+Represents [GA State House of Representatives District 133](/us/states/ga/districts/house/133.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/dar-shun-kendrick.md b/data/jurisdictions/us/states/ga/people/dar-shun-kendrick.md
index 881a3c4124..6ada4cc715 100644
--- a/data/jurisdictions/us/states/ga/people/dar-shun-kendrick.md
+++ b/data/jurisdictions/us/states/ga/people/dar-shun-kendrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 95"
+represents: "us/states/ga/districts/house/95"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 95 (GA State House of Representatives District 95).
 
+Represents [GA State House of Representatives District 95](/us/states/ga/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/darlene-taylor.md b/data/jurisdictions/us/states/ga/people/darlene-taylor.md
index 9ae893eb52..ed52a51775 100644
--- a/data/jurisdictions/us/states/ga/people/darlene-taylor.md
+++ b/data/jurisdictions/us/states/ga/people/darlene-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 173"
+represents: "us/states/ga/districts/house/173"
 tenure:
   start: "2011-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 173 (GA State House of Representatives District 173).
 
+Represents [GA State House of Representatives District 173](/us/states/ga/districts/house/173.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/david-clark.md b/data/jurisdictions/us/states/ga/people/david-clark.md
index 6b47746b35..ec8ce70e82 100644
--- a/data/jurisdictions/us/states/ga/people/david-clark.md
+++ b/data/jurisdictions/us/states/ga/people/david-clark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 100"
+represents: "us/states/ga/districts/house/100"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 100 (GA State House of Representatives District 100).
 
+Represents [GA State House of Representatives District 100](/us/states/ga/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/david-huddleston.md b/data/jurisdictions/us/states/ga/people/david-huddleston.md
index 8cc28773cf..1f9eed4481 100644
--- a/data/jurisdictions/us/states/ga/people/david-huddleston.md
+++ b/data/jurisdictions/us/states/ga/people/david-huddleston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 72"
+represents: "us/states/ga/districts/house/72"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 72 (GA State House of Representatives District 72).
 
+Represents [GA State House of Representatives District 72](/us/states/ga/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/david-jenkins.md b/data/jurisdictions/us/states/ga/people/david-jenkins.md
index bb0eee7f1c..628c22e0d4 100644
--- a/data/jurisdictions/us/states/ga/people/david-jenkins.md
+++ b/data/jurisdictions/us/states/ga/people/david-jenkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 136"
+represents: "us/states/ga/districts/house/136"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 136 (GA State House of Representatives District 136).
 
+Represents [GA State House of Representatives District 136](/us/states/ga/districts/house/136.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/david-lucas.md b/data/jurisdictions/us/states/ga/people/david-lucas.md
index d83123148a..9bec093ef5 100644
--- a/data/jurisdictions/us/states/ga/people/david-lucas.md
+++ b/data/jurisdictions/us/states/ga/people/david-lucas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 26"
+represents: "us/states/ga/districts/senate/26"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 26 (GA State Senate District 26).
 
+Represents [GA State Senate District 26](/us/states/ga/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/david-sampson.md b/data/jurisdictions/us/states/ga/people/david-sampson.md
index 1ed63f0026..02e717172d 100644
--- a/data/jurisdictions/us/states/ga/people/david-sampson.md
+++ b/data/jurisdictions/us/states/ga/people/david-sampson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 153"
+represents: "us/states/ga/districts/house/153"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 153 (GA State House of Representatives District 153).
 
+Represents [GA State House of Representatives District 153](/us/states/ga/districts/house/153.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/david-wilkerson.md b/data/jurisdictions/us/states/ga/people/david-wilkerson.md
index a705f639c4..e5d2ec816e 100644
--- a/data/jurisdictions/us/states/ga/people/david-wilkerson.md
+++ b/data/jurisdictions/us/states/ga/people/david-wilkerson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 38"
+represents: "us/states/ga/districts/house/38"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 38 (GA State House of Representatives District 38).
 
+Represents [GA State House of Representatives District 38](/us/states/ga/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/debbie-buckner.md b/data/jurisdictions/us/states/ga/people/debbie-buckner.md
index ddea4ba6a7..6cddd8d08b 100644
--- a/data/jurisdictions/us/states/ga/people/debbie-buckner.md
+++ b/data/jurisdictions/us/states/ga/people/debbie-buckner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 137"
+represents: "us/states/ga/districts/house/137"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 137 (GA State House of Representatives District 137).
 
+Represents [GA State House of Representatives District 137](/us/states/ga/districts/house/137.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/deborah-silcox.md b/data/jurisdictions/us/states/ga/people/deborah-silcox.md
index c2126b84f8..d63c0e8a1d 100644
--- a/data/jurisdictions/us/states/ga/people/deborah-silcox.md
+++ b/data/jurisdictions/us/states/ga/people/deborah-silcox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 53"
+represents: "us/states/ga/districts/house/53"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 53 (GA State House of Representatives District 53).
 
+Represents [GA State House of Representatives District 53](/us/states/ga/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/debra-bazemore.md b/data/jurisdictions/us/states/ga/people/debra-bazemore.md
index 806b263ac6..49df2e7ba7 100644
--- a/data/jurisdictions/us/states/ga/people/debra-bazemore.md
+++ b/data/jurisdictions/us/states/ga/people/debra-bazemore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 69"
+represents: "us/states/ga/districts/house/69"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 69 (GA State House of Representatives District 69).
 
+Represents [GA State House of Representatives District 69](/us/states/ga/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/demetrius-douglas.md b/data/jurisdictions/us/states/ga/people/demetrius-douglas.md
index 1d0ca4e6c5..941031fadd 100644
--- a/data/jurisdictions/us/states/ga/people/demetrius-douglas.md
+++ b/data/jurisdictions/us/states/ga/people/demetrius-douglas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 78"
+represents: "us/states/ga/districts/house/78"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 78 (GA State House of Representatives District 78).
 
+Represents [GA State House of Representatives District 78](/us/states/ga/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/derek-mallow.md b/data/jurisdictions/us/states/ga/people/derek-mallow.md
index 8e1d2c93cb..55d68a79db 100644
--- a/data/jurisdictions/us/states/ga/people/derek-mallow.md
+++ b/data/jurisdictions/us/states/ga/people/derek-mallow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 2"
+represents: "us/states/ga/districts/senate/2"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 2 (GA State Senate District 2).
 
+Represents [GA State Senate District 2](/us/states/ga/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/derrick-jackson.md b/data/jurisdictions/us/states/ga/people/derrick-jackson.md
index 7bc07ed64f..e5e50d864f 100644
--- a/data/jurisdictions/us/states/ga/people/derrick-jackson.md
+++ b/data/jurisdictions/us/states/ga/people/derrick-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 68"
+represents: "us/states/ga/districts/house/68"
 tenure:
   start: "2023-06-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 68 (GA State House of Representatives District 68).
 
+Represents [GA State House of Representatives District 68](/us/states/ga/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/derrick-mccollum.md b/data/jurisdictions/us/states/ga/people/derrick-mccollum.md
index c9262ecfd1..f214bd4f00 100644
--- a/data/jurisdictions/us/states/ga/people/derrick-mccollum.md
+++ b/data/jurisdictions/us/states/ga/people/derrick-mccollum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 30"
+represents: "us/states/ga/districts/house/30"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 30 (GA State House of Representatives District 30).
 
+Represents [GA State House of Representatives District 30](/us/states/ga/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/devan-seabaugh.md b/data/jurisdictions/us/states/ga/people/devan-seabaugh.md
index 676972a004..f4e64516d8 100644
--- a/data/jurisdictions/us/states/ga/people/devan-seabaugh.md
+++ b/data/jurisdictions/us/states/ga/people/devan-seabaugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 34"
+represents: "us/states/ga/districts/house/34"
 tenure:
   start: "2021-07-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 34 (GA State House of Representatives District 34).
 
+Represents [GA State House of Representatives District 34](/us/states/ga/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/dewey-mcclain.md b/data/jurisdictions/us/states/ga/people/dewey-mcclain.md
index 3181862cb5..38fd63215c 100644
--- a/data/jurisdictions/us/states/ga/people/dewey-mcclain.md
+++ b/data/jurisdictions/us/states/ga/people/dewey-mcclain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 109"
+represents: "us/states/ga/districts/house/109"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 109 (GA State House of Representatives District 109).
 
+Represents [GA State House of Representatives District 109](/us/states/ga/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/doc-rhett.md b/data/jurisdictions/us/states/ga/people/doc-rhett.md
index e7f52e57f0..c11a08f08d 100644
--- a/data/jurisdictions/us/states/ga/people/doc-rhett.md
+++ b/data/jurisdictions/us/states/ga/people/doc-rhett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 33"
+represents: "us/states/ga/districts/senate/33"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 33 (GA State Senate District 33).
 
+Represents [GA State Senate District 33](/us/states/ga/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/don-parsons.md b/data/jurisdictions/us/states/ga/people/don-parsons.md
index e24e53bb9d..063718284a 100644
--- a/data/jurisdictions/us/states/ga/people/don-parsons.md
+++ b/data/jurisdictions/us/states/ga/people/don-parsons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 44"
+represents: "us/states/ga/districts/house/44"
 tenure:
   start: "2013-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 44 (GA State House of Representatives District 44).
 
+Represents [GA State House of Representatives District 44](/us/states/ga/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/donzella-james.md b/data/jurisdictions/us/states/ga/people/donzella-james.md
index 959ffa34a3..912691dbb1 100644
--- a/data/jurisdictions/us/states/ga/people/donzella-james.md
+++ b/data/jurisdictions/us/states/ga/people/donzella-james.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 28"
+represents: "us/states/ga/districts/senate/28"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 28 (GA State Senate District 28).
 
+Represents [GA State Senate District 28](/us/states/ga/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/doreen-carter.md b/data/jurisdictions/us/states/ga/people/doreen-carter.md
index 74eaa3af46..ebdbe2af66 100644
--- a/data/jurisdictions/us/states/ga/people/doreen-carter.md
+++ b/data/jurisdictions/us/states/ga/people/doreen-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 93"
+represents: "us/states/ga/districts/house/93"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 93 (GA State House of Representatives District 93).
 
+Represents [GA State House of Representatives District 93](/us/states/ga/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/drew-echols.md b/data/jurisdictions/us/states/ga/people/drew-echols.md
index 538be75768..538f8c3969 100644
--- a/data/jurisdictions/us/states/ga/people/drew-echols.md
+++ b/data/jurisdictions/us/states/ga/people/drew-echols.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 49"
+represents: "us/states/ga/districts/senate/49"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 49 (GA State Senate District 49).
 
+Represents [GA State Senate District 49](/us/states/ga/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/ed-harbison.md b/data/jurisdictions/us/states/ga/people/ed-harbison.md
index 402741d766..485b32e3dd 100644
--- a/data/jurisdictions/us/states/ga/people/ed-harbison.md
+++ b/data/jurisdictions/us/states/ga/people/ed-harbison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 15"
+represents: "us/states/ga/districts/senate/15"
 tenure:
   start: "1993-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 15 (GA State Senate District 15).
 
+Represents [GA State Senate District 15](/us/states/ga/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/ed-setzler.md b/data/jurisdictions/us/states/ga/people/ed-setzler.md
index 267e191401..7b8308e4a7 100644
--- a/data/jurisdictions/us/states/ga/people/ed-setzler.md
+++ b/data/jurisdictions/us/states/ga/people/ed-setzler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 37"
+represents: "us/states/ga/districts/senate/37"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 37 (GA State Senate District 37).
 
+Represents [GA State Senate District 37](/us/states/ga/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/eddie-lumsden.md b/data/jurisdictions/us/states/ga/people/eddie-lumsden.md
index d8f8be3735..ed74fc1e68 100644
--- a/data/jurisdictions/us/states/ga/people/eddie-lumsden.md
+++ b/data/jurisdictions/us/states/ga/people/eddie-lumsden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 12"
+represents: "us/states/ga/districts/house/12"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 12 (GA State House of Representatives District 12).
 
+Represents [GA State House of Representatives District 12](/us/states/ga/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/edna-jackson.md b/data/jurisdictions/us/states/ga/people/edna-jackson.md
index abecb5e617..ced047629c 100644
--- a/data/jurisdictions/us/states/ga/people/edna-jackson.md
+++ b/data/jurisdictions/us/states/ga/people/edna-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 165"
+represents: "us/states/ga/districts/house/165"
 tenure:
   start: "2021-11-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 165 (GA State House of Representatives District 165).
 
+Represents [GA State House of Representatives District 165](/us/states/ga/districts/house/165.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/el-mahdi-holly.md b/data/jurisdictions/us/states/ga/people/el-mahdi-holly.md
index 0a736a946f..be7dea2d35 100644
--- a/data/jurisdictions/us/states/ga/people/el-mahdi-holly.md
+++ b/data/jurisdictions/us/states/ga/people/el-mahdi-holly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 116"
+represents: "us/states/ga/districts/house/116"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 116 (GA State House of Representatives District 116).
 
+Represents [GA State House of Representatives District 116](/us/states/ga/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/elena-parent.md b/data/jurisdictions/us/states/ga/people/elena-parent.md
index 30c792556f..fe3620f0b2 100644
--- a/data/jurisdictions/us/states/ga/people/elena-parent.md
+++ b/data/jurisdictions/us/states/ga/people/elena-parent.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 44"
+represents: "us/states/ga/districts/senate/44"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 44 (GA State Senate District 44).
 
+Represents [GA State Senate District 44](/us/states/ga/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/emanuel-jones.md b/data/jurisdictions/us/states/ga/people/emanuel-jones.md
index b5298d39eb..a6e7ad8225 100644
--- a/data/jurisdictions/us/states/ga/people/emanuel-jones.md
+++ b/data/jurisdictions/us/states/ga/people/emanuel-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 10"
+represents: "us/states/ga/districts/senate/10"
 tenure:
   start: "2005-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 10 (GA State Senate District 10).
 
+Represents [GA State Senate District 10](/us/states/ga/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/emory-dunahoo.md b/data/jurisdictions/us/states/ga/people/emory-dunahoo.md
index e22f39b8bd..6a68db9d37 100644
--- a/data/jurisdictions/us/states/ga/people/emory-dunahoo.md
+++ b/data/jurisdictions/us/states/ga/people/emory-dunahoo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 31"
+represents: "us/states/ga/districts/house/31"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 31 (GA State House of Representatives District 31).
 
+Represents [GA State House of Representatives District 31](/us/states/ga/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/eric-bell.md b/data/jurisdictions/us/states/ga/people/eric-bell.md
index 4c4b861879..68d3c089de 100644
--- a/data/jurisdictions/us/states/ga/people/eric-bell.md
+++ b/data/jurisdictions/us/states/ga/people/eric-bell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 75"
+represents: "us/states/ga/districts/house/75"
 tenure:
   start: "2023-03-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 75 (GA State House of Representatives District 75).
 
+Represents [GA State House of Representatives District 75](/us/states/ga/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/eric-gisler.md b/data/jurisdictions/us/states/ga/people/eric-gisler.md
index 737b1ea97d..71c6a18797 100644
--- a/data/jurisdictions/us/states/ga/people/eric-gisler.md
+++ b/data/jurisdictions/us/states/ga/people/eric-gisler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 121"
+represents: "us/states/ga/districts/house/121"
 tenure:
   start: "2026-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 121 (GA State House of Representatives District 121).
 
+Represents [GA State House of Representatives District 121](/us/states/ga/districts/house/121.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/esther-panitch.md b/data/jurisdictions/us/states/ga/people/esther-panitch.md
index a6b3c380a8..baed37695b 100644
--- a/data/jurisdictions/us/states/ga/people/esther-panitch.md
+++ b/data/jurisdictions/us/states/ga/people/esther-panitch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 51"
+represents: "us/states/ga/districts/house/51"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 51 (GA State House of Representatives District 51).
 
+Represents [GA State House of Representatives District 51](/us/states/ga/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/floyd-griffin.md b/data/jurisdictions/us/states/ga/people/floyd-griffin.md
index a170b2a0fa..1c9785bb14 100644
--- a/data/jurisdictions/us/states/ga/people/floyd-griffin.md
+++ b/data/jurisdictions/us/states/ga/people/floyd-griffin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 149"
+represents: "us/states/ga/districts/house/149"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 149 (GA State House of Representatives District 149).
 
+Represents [GA State House of Representatives District 149](/us/states/ga/districts/house/149.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/frank-ginn.md b/data/jurisdictions/us/states/ga/people/frank-ginn.md
index aeec193368..e82b7e1c1e 100644
--- a/data/jurisdictions/us/states/ga/people/frank-ginn.md
+++ b/data/jurisdictions/us/states/ga/people/frank-ginn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 47"
+represents: "us/states/ga/districts/senate/47"
 tenure:
   start: "2011-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 47 (GA State Senate District 47).
 
+Represents [GA State Senate District 47](/us/states/ga/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/gabe-okoye.md b/data/jurisdictions/us/states/ga/people/gabe-okoye.md
index 375bd781d5..3e3ff5a872 100644
--- a/data/jurisdictions/us/states/ga/people/gabe-okoye.md
+++ b/data/jurisdictions/us/states/ga/people/gabe-okoye.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 102"
+represents: "us/states/ga/districts/house/102"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 102 (GA State House of Representatives District 102).
 
+Represents [GA State House of Representatives District 102](/us/states/ga/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/gabriel-sanchez.md b/data/jurisdictions/us/states/ga/people/gabriel-sanchez.md
index 30ab435178..9a7826d651 100644
--- a/data/jurisdictions/us/states/ga/people/gabriel-sanchez.md
+++ b/data/jurisdictions/us/states/ga/people/gabriel-sanchez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 42"
+represents: "us/states/ga/districts/house/42"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 42 (GA State House of Representatives District 42).
 
+Represents [GA State House of Representatives District 42](/us/states/ga/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/gail-davenport.md b/data/jurisdictions/us/states/ga/people/gail-davenport.md
index 44a0d6b0d0..6dc9399eae 100644
--- a/data/jurisdictions/us/states/ga/people/gail-davenport.md
+++ b/data/jurisdictions/us/states/ga/people/gail-davenport.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 17"
+represents: "us/states/ga/districts/senate/17"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 17 (GA State Senate District 17).
 
+Represents [GA State Senate District 17](/us/states/ga/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/gary-richardson.md b/data/jurisdictions/us/states/ga/people/gary-richardson.md
index 5cea13c995..4001b2b0e2 100644
--- a/data/jurisdictions/us/states/ga/people/gary-richardson.md
+++ b/data/jurisdictions/us/states/ga/people/gary-richardson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 125"
+represents: "us/states/ga/districts/house/125"
 tenure:
   start: "2024-03-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 125 (GA State House of Representatives District 125).
 
+Represents [GA State House of Representatives District 125](/us/states/ga/districts/house/125.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/gerald-greene.md b/data/jurisdictions/us/states/ga/people/gerald-greene.md
index 1d0c1bd0bd..8cf6b6517d 100644
--- a/data/jurisdictions/us/states/ga/people/gerald-greene.md
+++ b/data/jurisdictions/us/states/ga/people/gerald-greene.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 154"
+represents: "us/states/ga/districts/house/154"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 154 (GA State House of Representatives District 154).
 
+Represents [GA State House of Representatives District 154](/us/states/ga/districts/house/154.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/ginny-ehrhart.md b/data/jurisdictions/us/states/ga/people/ginny-ehrhart.md
index 48b461f6a7..9f64ce1023 100644
--- a/data/jurisdictions/us/states/ga/people/ginny-ehrhart.md
+++ b/data/jurisdictions/us/states/ga/people/ginny-ehrhart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 36"
+represents: "us/states/ga/districts/house/36"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 36 (GA State House of Representatives District 36).
 
+Represents [GA State House of Representatives District 36](/us/states/ga/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/greg-dolezal.md b/data/jurisdictions/us/states/ga/people/greg-dolezal.md
index a734024234..077a22040b 100644
--- a/data/jurisdictions/us/states/ga/people/greg-dolezal.md
+++ b/data/jurisdictions/us/states/ga/people/greg-dolezal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 27"
+represents: "us/states/ga/districts/senate/27"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 27 (GA State Senate District 27).
 
+Represents [GA State Senate District 27](/us/states/ga/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/harold-jones.md b/data/jurisdictions/us/states/ga/people/harold-jones.md
index c2c85155d2..28bb67197d 100644
--- a/data/jurisdictions/us/states/ga/people/harold-jones.md
+++ b/data/jurisdictions/us/states/ga/people/harold-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 22"
+represents: "us/states/ga/districts/senate/22"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 22 (GA State Senate District 22).
 
+Represents [GA State Senate District 22](/us/states/ga/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/holt-persinger.md b/data/jurisdictions/us/states/ga/people/holt-persinger.md
index e65c57fdff..c07eaa6f47 100644
--- a/data/jurisdictions/us/states/ga/people/holt-persinger.md
+++ b/data/jurisdictions/us/states/ga/people/holt-persinger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 119"
+represents: "us/states/ga/districts/house/119"
 tenure:
   start: "2023-03-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 119 (GA State House of Representatives District 119).
 
+Represents [GA State House of Representatives District 119](/us/states/ga/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/houston-gaines.md b/data/jurisdictions/us/states/ga/people/houston-gaines.md
index c0d07f17a1..c1f5d7a3f8 100644
--- a/data/jurisdictions/us/states/ga/people/houston-gaines.md
+++ b/data/jurisdictions/us/states/ga/people/houston-gaines.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 120"
+represents: "us/states/ga/districts/house/120"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 120 (GA State House of Representatives District 120).
 
+Represents [GA State House of Representatives District 120](/us/states/ga/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/imani-barnes.md b/data/jurisdictions/us/states/ga/people/imani-barnes.md
index a58ad0a4d7..45b7f7cb15 100644
--- a/data/jurisdictions/us/states/ga/people/imani-barnes.md
+++ b/data/jurisdictions/us/states/ga/people/imani-barnes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 86"
+represents: "us/states/ga/districts/house/86"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 86 (GA State House of Representatives District 86).
 
+Represents [GA State House of Representatives District 86](/us/states/ga/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/inga-willis.md b/data/jurisdictions/us/states/ga/people/inga-willis.md
index 9fcc16895c..bc14256b23 100644
--- a/data/jurisdictions/us/states/ga/people/inga-willis.md
+++ b/data/jurisdictions/us/states/ga/people/inga-willis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 55"
+represents: "us/states/ga/districts/house/55"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 55 (GA State House of Representatives District 55).
 
+Represents [GA State House of Representatives District 55](/us/states/ga/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jaclyn-ford.md b/data/jurisdictions/us/states/ga/people/jaclyn-ford.md
index f082e1ace8..8d112f9dd1 100644
--- a/data/jurisdictions/us/states/ga/people/jaclyn-ford.md
+++ b/data/jurisdictions/us/states/ga/people/jaclyn-ford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 170"
+represents: "us/states/ga/districts/house/170"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 170 (GA State House of Representatives District 170).
 
+Represents [GA State House of Representatives District 170](/us/states/ga/districts/house/170.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jaha-howard.md b/data/jurisdictions/us/states/ga/people/jaha-howard.md
index c4ce4a72d0..2e7a798a78 100644
--- a/data/jurisdictions/us/states/ga/people/jaha-howard.md
+++ b/data/jurisdictions/us/states/ga/people/jaha-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 35"
+represents: "us/states/ga/districts/senate/35"
 tenure:
   start: "2025-12-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 35 (GA State Senate District 35).
 
+Represents [GA State Senate District 35](/us/states/ga/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/james-burchett.md b/data/jurisdictions/us/states/ga/people/james-burchett.md
index 28d555f5eb..bc41cd26a0 100644
--- a/data/jurisdictions/us/states/ga/people/james-burchett.md
+++ b/data/jurisdictions/us/states/ga/people/james-burchett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 176"
+represents: "us/states/ga/districts/house/176"
 tenure:
   start: "2019-03-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 176 (GA State House of Representatives District 176).
 
+Represents [GA State House of Representatives District 176](/us/states/ga/districts/house/176.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jan-jones.md b/data/jurisdictions/us/states/ga/people/jan-jones.md
index 130dcee302..207a5e39b3 100644
--- a/data/jurisdictions/us/states/ga/people/jan-jones.md
+++ b/data/jurisdictions/us/states/ga/people/jan-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 47"
+represents: "us/states/ga/districts/house/47"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 47 (GA State House of Representatives District 47).
 
+Represents [GA State House of Representatives District 47](/us/states/ga/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jasmine-clark.md b/data/jurisdictions/us/states/ga/people/jasmine-clark.md
index 7b627cf2c3..049688b7c4 100644
--- a/data/jurisdictions/us/states/ga/people/jasmine-clark.md
+++ b/data/jurisdictions/us/states/ga/people/jasmine-clark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 108"
+represents: "us/states/ga/districts/house/108"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 108 (GA State House of Representatives District 108).
 
+Represents [GA State House of Representatives District 108](/us/states/ga/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jason-anavitarte.md b/data/jurisdictions/us/states/ga/people/jason-anavitarte.md
index 8f18ba7faf..d5a3087ebb 100644
--- a/data/jurisdictions/us/states/ga/people/jason-anavitarte.md
+++ b/data/jurisdictions/us/states/ga/people/jason-anavitarte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 31"
+represents: "us/states/ga/districts/senate/31"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 31 (GA State Senate District 31).
 
+Represents [GA State Senate District 31](/us/states/ga/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jason-dickerson.md b/data/jurisdictions/us/states/ga/people/jason-dickerson.md
index cdcf0f9e94..6d91462182 100644
--- a/data/jurisdictions/us/states/ga/people/jason-dickerson.md
+++ b/data/jurisdictions/us/states/ga/people/jason-dickerson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 21"
+represents: "us/states/ga/districts/senate/21"
 tenure:
   start: "2025-10-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 21 (GA State Senate District 21).
 
+Represents [GA State Senate District 21](/us/states/ga/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jason-ridley.md b/data/jurisdictions/us/states/ga/people/jason-ridley.md
index 53753877d5..10b29d6769 100644
--- a/data/jurisdictions/us/states/ga/people/jason-ridley.md
+++ b/data/jurisdictions/us/states/ga/people/jason-ridley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 6"
+represents: "us/states/ga/districts/house/6"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 6 (GA State House of Representatives District 6).
 
+Represents [GA State House of Representatives District 6](/us/states/ga/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jesse-petrea.md b/data/jurisdictions/us/states/ga/people/jesse-petrea.md
index 83aad26b7a..7e042fb311 100644
--- a/data/jurisdictions/us/states/ga/people/jesse-petrea.md
+++ b/data/jurisdictions/us/states/ga/people/jesse-petrea.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 166"
+represents: "us/states/ga/districts/house/166"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 166 (GA State House of Representatives District 166).
 
+Represents [GA State House of Representatives District 166](/us/states/ga/districts/house/166.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/joe-campbell.md b/data/jurisdictions/us/states/ga/people/joe-campbell.md
index 36785d5e83..fcd25e9567 100644
--- a/data/jurisdictions/us/states/ga/people/joe-campbell.md
+++ b/data/jurisdictions/us/states/ga/people/joe-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 171"
+represents: "us/states/ga/districts/house/171"
 tenure:
   start: "2020-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 171 (GA State House of Representatives District 171).
 
+Represents [GA State House of Representatives District 171](/us/states/ga/districts/house/171.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/john-albers.md b/data/jurisdictions/us/states/ga/people/john-albers.md
index 3dc32ff25a..1a3b703f1c 100644
--- a/data/jurisdictions/us/states/ga/people/john-albers.md
+++ b/data/jurisdictions/us/states/ga/people/john-albers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 56"
+represents: "us/states/ga/districts/senate/56"
 tenure:
   start: "2011-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 56 (GA State Senate District 56).
 
+Represents [GA State Senate District 56](/us/states/ga/districts/senate/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/john-carson.md b/data/jurisdictions/us/states/ga/people/john-carson.md
index 6b81935f01..5fba8ae5d2 100644
--- a/data/jurisdictions/us/states/ga/people/john-carson.md
+++ b/data/jurisdictions/us/states/ga/people/john-carson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 46"
+represents: "us/states/ga/districts/house/46"
 tenure:
   start: "2011-11-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 46 (GA State House of Representatives District 46).
 
+Represents [GA State House of Representatives District 46](/us/states/ga/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/john-corbett.md b/data/jurisdictions/us/states/ga/people/john-corbett.md
index 2bd61f3bc8..8eb563c1f5 100644
--- a/data/jurisdictions/us/states/ga/people/john-corbett.md
+++ b/data/jurisdictions/us/states/ga/people/john-corbett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 174"
+represents: "us/states/ga/districts/house/174"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 174 (GA State House of Representatives District 174).
 
+Represents [GA State House of Representatives District 174](/us/states/ga/districts/house/174.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/john-lahood.md b/data/jurisdictions/us/states/ga/people/john-lahood.md
index 611d06154e..fb23f1dc51 100644
--- a/data/jurisdictions/us/states/ga/people/john-lahood.md
+++ b/data/jurisdictions/us/states/ga/people/john-lahood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 175"
+represents: "us/states/ga/districts/house/175"
 tenure:
   start: "2018-02-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 175 (GA State House of Representatives District 175).
 
+Represents [GA State House of Representatives District 175](/us/states/ga/districts/house/175.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/johnny-chastain.md b/data/jurisdictions/us/states/ga/people/johnny-chastain.md
index 4fdbd76b23..b14cac816a 100644
--- a/data/jurisdictions/us/states/ga/people/johnny-chastain.md
+++ b/data/jurisdictions/us/states/ga/people/johnny-chastain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 7"
+represents: "us/states/ga/districts/house/7"
 tenure:
   start: "2023-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 7 (GA State House of Representatives District 7).
 
+Represents [GA State House of Representatives District 7](/us/states/ga/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jon-burns.md b/data/jurisdictions/us/states/ga/people/jon-burns.md
index 80d4757467..39bbfb74a6 100644
--- a/data/jurisdictions/us/states/ga/people/jon-burns.md
+++ b/data/jurisdictions/us/states/ga/people/jon-burns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 159"
+represents: "us/states/ga/districts/house/159"
 tenure:
   start: "2005-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 159 (GA State House of Representatives District 159).
 
+Represents [GA State House of Representatives District 159](/us/states/ga/districts/house/159.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jordan-ridley.md b/data/jurisdictions/us/states/ga/people/jordan-ridley.md
index 97d69c2d11..337f8e074f 100644
--- a/data/jurisdictions/us/states/ga/people/jordan-ridley.md
+++ b/data/jurisdictions/us/states/ga/people/jordan-ridley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 22"
+represents: "us/states/ga/districts/house/22"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 22 (GA State House of Representatives District 22).
 
+Represents [GA State House of Representatives District 22](/us/states/ga/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/joseph-gullett.md b/data/jurisdictions/us/states/ga/people/joseph-gullett.md
index b13b45ea18..b3eb8d2c18 100644
--- a/data/jurisdictions/us/states/ga/people/joseph-gullett.md
+++ b/data/jurisdictions/us/states/ga/people/joseph-gullett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 19"
+represents: "us/states/ga/districts/house/19"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 19 (GA State House of Representatives District 19).
 
+Represents [GA State House of Representatives District 19](/us/states/ga/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/josh-bonner.md b/data/jurisdictions/us/states/ga/people/josh-bonner.md
index 87a7bfbd17..025194e413 100644
--- a/data/jurisdictions/us/states/ga/people/josh-bonner.md
+++ b/data/jurisdictions/us/states/ga/people/josh-bonner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 73"
+represents: "us/states/ga/districts/house/73"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 73 (GA State House of Representatives District 73).
 
+Represents [GA State House of Representatives District 73](/us/states/ga/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/josh-mclaurin.md b/data/jurisdictions/us/states/ga/people/josh-mclaurin.md
index 5dca384bc4..bbe3f609ec 100644
--- a/data/jurisdictions/us/states/ga/people/josh-mclaurin.md
+++ b/data/jurisdictions/us/states/ga/people/josh-mclaurin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 14"
+represents: "us/states/ga/districts/senate/14"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 14 (GA State Senate District 14).
 
+Represents [GA State Senate District 14](/us/states/ga/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/jutt-howard.md b/data/jurisdictions/us/states/ga/people/jutt-howard.md
index 5c2d8ec3ba..e8fd212f80 100644
--- a/data/jurisdictions/us/states/ga/people/jutt-howard.md
+++ b/data/jurisdictions/us/states/ga/people/jutt-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 71"
+represents: "us/states/ga/districts/house/71"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 71 (GA State House of Representatives District 71).
 
+Represents [GA State House of Representatives District 71](/us/states/ga/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/karen-lupton.md b/data/jurisdictions/us/states/ga/people/karen-lupton.md
index 04b609197f..d514b1b359 100644
--- a/data/jurisdictions/us/states/ga/people/karen-lupton.md
+++ b/data/jurisdictions/us/states/ga/people/karen-lupton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 83"
+represents: "us/states/ga/districts/house/83"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 83 (GA State House of Representatives District 83).
 
+Represents [GA State House of Representatives District 83](/us/states/ga/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/karen-mathiak.md b/data/jurisdictions/us/states/ga/people/karen-mathiak.md
index 1ac587dc60..95fa2c39be 100644
--- a/data/jurisdictions/us/states/ga/people/karen-mathiak.md
+++ b/data/jurisdictions/us/states/ga/people/karen-mathiak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 82"
+represents: "us/states/ga/districts/house/82"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 82 (GA State House of Representatives District 82).
 
+Represents [GA State House of Representatives District 82](/us/states/ga/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/karla-drenner.md b/data/jurisdictions/us/states/ga/people/karla-drenner.md
index b48f0efe5b..9fad135473 100644
--- a/data/jurisdictions/us/states/ga/people/karla-drenner.md
+++ b/data/jurisdictions/us/states/ga/people/karla-drenner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 85"
+represents: "us/states/ga/districts/house/85"
 tenure:
   start: "2001-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 85 (GA State House of Representatives District 85).
 
+Represents [GA State House of Representatives District 85](/us/states/ga/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/karlton-howard.md b/data/jurisdictions/us/states/ga/people/karlton-howard.md
index c0b6415e2d..b22b9c4f71 100644
--- a/data/jurisdictions/us/states/ga/people/karlton-howard.md
+++ b/data/jurisdictions/us/states/ga/people/karlton-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 129"
+represents: "us/states/ga/districts/house/129"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 129 (GA State House of Representatives District 129).
 
+Represents [GA State House of Representatives District 129](/us/states/ga/districts/house/129.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/kasey-carpenter.md b/data/jurisdictions/us/states/ga/people/kasey-carpenter.md
index 3d8c8f9389..0db1e53fbf 100644
--- a/data/jurisdictions/us/states/ga/people/kasey-carpenter.md
+++ b/data/jurisdictions/us/states/ga/people/kasey-carpenter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 4"
+represents: "us/states/ga/districts/house/4"
 tenure:
   start: "2017-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 4 (GA State House of Representatives District 4).
 
+Represents [GA State House of Representatives District 4](/us/states/ga/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/katie-dempsey.md b/data/jurisdictions/us/states/ga/people/katie-dempsey.md
index cf41e4b156..1cac6590bc 100644
--- a/data/jurisdictions/us/states/ga/people/katie-dempsey.md
+++ b/data/jurisdictions/us/states/ga/people/katie-dempsey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 13"
+represents: "us/states/ga/districts/house/13"
 tenure:
   start: "2007-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 13 (GA State House of Representatives District 13).
 
+Represents [GA State House of Representatives District 13](/us/states/ga/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/kay-kirkpatrick.md b/data/jurisdictions/us/states/ga/people/kay-kirkpatrick.md
index 8988f006ea..9293f163b3 100644
--- a/data/jurisdictions/us/states/ga/people/kay-kirkpatrick.md
+++ b/data/jurisdictions/us/states/ga/people/kay-kirkpatrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 32"
+represents: "us/states/ga/districts/senate/32"
 tenure:
   start: "2017-06-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 32 (GA State Senate District 32).
 
+Represents [GA State Senate District 32](/us/states/ga/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/kenya-wicks.md b/data/jurisdictions/us/states/ga/people/kenya-wicks.md
index c8e040ea54..71c7a231c6 100644
--- a/data/jurisdictions/us/states/ga/people/kenya-wicks.md
+++ b/data/jurisdictions/us/states/ga/people/kenya-wicks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 34"
+represents: "us/states/ga/districts/senate/34"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 34 (GA State Senate District 34).
 
+Represents [GA State Senate District 34](/us/states/ga/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/kim-jackson.md b/data/jurisdictions/us/states/ga/people/kim-jackson.md
index e2e392305e..9c943373ea 100644
--- a/data/jurisdictions/us/states/ga/people/kim-jackson.md
+++ b/data/jurisdictions/us/states/ga/people/kim-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 41"
+represents: "us/states/ga/districts/senate/41"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 41 (GA State Senate District 41).
 
+Represents [GA State Senate District 41](/us/states/ga/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/kim-schofield.md b/data/jurisdictions/us/states/ga/people/kim-schofield.md
index a3e0357f4d..620049b346 100644
--- a/data/jurisdictions/us/states/ga/people/kim-schofield.md
+++ b/data/jurisdictions/us/states/ga/people/kim-schofield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 63"
+represents: "us/states/ga/districts/house/63"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 63 (GA State House of Representatives District 63).
 
+Represents [GA State House of Representatives District 63](/us/states/ga/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/kimberly-alexander.md b/data/jurisdictions/us/states/ga/people/kimberly-alexander.md
index 776ae96da0..bf7f4ff843 100644
--- a/data/jurisdictions/us/states/ga/people/kimberly-alexander.md
+++ b/data/jurisdictions/us/states/ga/people/kimberly-alexander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 66"
+represents: "us/states/ga/districts/house/66"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 66 (GA State House of Representatives District 66).
 
+Represents [GA State House of Representatives District 66](/us/states/ga/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/kimberly-new.md b/data/jurisdictions/us/states/ga/people/kimberly-new.md
index 09b32802c7..030d2c9bec 100644
--- a/data/jurisdictions/us/states/ga/people/kimberly-new.md
+++ b/data/jurisdictions/us/states/ga/people/kimberly-new.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 40"
+represents: "us/states/ga/districts/house/40"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 40 (GA State House of Representatives District 40).
 
+Represents [GA State House of Representatives District 40](/us/states/ga/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/l-c-myles.md b/data/jurisdictions/us/states/ga/people/l-c-myles.md
index f17d0f6eca..ff416a2c6a 100644
--- a/data/jurisdictions/us/states/ga/people/l-c-myles.md
+++ b/data/jurisdictions/us/states/ga/people/l-c-myles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 126"
+represents: "us/states/ga/districts/house/126"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 126 (GA State House of Representatives District 126).
 
+Represents [GA State House of Representatives District 126](/us/states/ga/districts/house/126.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/lanny-thomas.md b/data/jurisdictions/us/states/ga/people/lanny-thomas.md
index e296b3832b..04bc116bfb 100644
--- a/data/jurisdictions/us/states/ga/people/lanny-thomas.md
+++ b/data/jurisdictions/us/states/ga/people/lanny-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 53"
+represents: "us/states/ga/districts/senate/53"
 tenure:
   start: "2026-04-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 53 (GA State Senate District 53).
 
+Represents [GA State Senate District 53](/us/states/ga/districts/senate/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/larry-walker.md b/data/jurisdictions/us/states/ga/people/larry-walker.md
index d2c7823e33..510f391ec7 100644
--- a/data/jurisdictions/us/states/ga/people/larry-walker.md
+++ b/data/jurisdictions/us/states/ga/people/larry-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 20"
+represents: "us/states/ga/districts/senate/20"
 tenure:
   start: "2015-12-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 20 (GA State Senate District 20).
 
+Represents [GA State Senate District 20](/us/states/ga/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/lauren-mcdonald.md b/data/jurisdictions/us/states/ga/people/lauren-mcdonald.md
index 1585ff88f2..db338fddbb 100644
--- a/data/jurisdictions/us/states/ga/people/lauren-mcdonald.md
+++ b/data/jurisdictions/us/states/ga/people/lauren-mcdonald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 26"
+represents: "us/states/ga/districts/house/26"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 26 (GA State House of Representatives District 26).
 
+Represents [GA State House of Representatives District 26](/us/states/ga/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/lee-anderson.md b/data/jurisdictions/us/states/ga/people/lee-anderson.md
index b6ce05fbe3..cdc8550951 100644
--- a/data/jurisdictions/us/states/ga/people/lee-anderson.md
+++ b/data/jurisdictions/us/states/ga/people/lee-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 24"
+represents: "us/states/ga/districts/senate/24"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 24 (GA State Senate District 24).
 
+Represents [GA State Senate District 24](/us/states/ga/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/lee-hawkins.md b/data/jurisdictions/us/states/ga/people/lee-hawkins.md
index f36ff731bf..7da6051b5d 100644
--- a/data/jurisdictions/us/states/ga/people/lee-hawkins.md
+++ b/data/jurisdictions/us/states/ga/people/lee-hawkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 27"
+represents: "us/states/ga/districts/house/27"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 27 (GA State House of Representatives District 27).
 
+Represents [GA State House of Representatives District 27](/us/states/ga/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/leesa-hagan.md b/data/jurisdictions/us/states/ga/people/leesa-hagan.md
index a988a87b66..cc16e34137 100644
--- a/data/jurisdictions/us/states/ga/people/leesa-hagan.md
+++ b/data/jurisdictions/us/states/ga/people/leesa-hagan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 156"
+represents: "us/states/ga/districts/house/156"
 tenure:
   start: "2021-07-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 156 (GA State House of Representatives District 156).
 
+Represents [GA State House of Representatives District 156](/us/states/ga/districts/house/156.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/lehman-franklin.md b/data/jurisdictions/us/states/ga/people/lehman-franklin.md
index c1958271ee..8072deb900 100644
--- a/data/jurisdictions/us/states/ga/people/lehman-franklin.md
+++ b/data/jurisdictions/us/states/ga/people/lehman-franklin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 160"
+represents: "us/states/ga/districts/house/160"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 160 (GA State House of Representatives District 160).
 
+Represents [GA State House of Representatives District 160](/us/states/ga/districts/house/160.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/lisa-campbell.md b/data/jurisdictions/us/states/ga/people/lisa-campbell.md
index 5c84376e22..5a351686b4 100644
--- a/data/jurisdictions/us/states/ga/people/lisa-campbell.md
+++ b/data/jurisdictions/us/states/ga/people/lisa-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 35"
+represents: "us/states/ga/districts/house/35"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 35 (GA State House of Representatives District 35).
 
+Represents [GA State House of Representatives District 35](/us/states/ga/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/long-tran.md b/data/jurisdictions/us/states/ga/people/long-tran.md
index cbacdf4c23..5ad1fbdc12 100644
--- a/data/jurisdictions/us/states/ga/people/long-tran.md
+++ b/data/jurisdictions/us/states/ga/people/long-tran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 80"
+represents: "us/states/ga/districts/house/80"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 80 (GA State House of Representatives District 80).
 
+Represents [GA State House of Representatives District 80](/us/states/ga/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/lydia-glaize.md b/data/jurisdictions/us/states/ga/people/lydia-glaize.md
index aee02661e7..1f1f9bdcca 100644
--- a/data/jurisdictions/us/states/ga/people/lydia-glaize.md
+++ b/data/jurisdictions/us/states/ga/people/lydia-glaize.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 67"
+represents: "us/states/ga/districts/house/67"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 67 (GA State House of Representatives District 67).
 
+Represents [GA State House of Representatives District 67](/us/states/ga/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/lynn-smith.md b/data/jurisdictions/us/states/ga/people/lynn-smith.md
index 8397fc3f0b..d2878f3378 100644
--- a/data/jurisdictions/us/states/ga/people/lynn-smith.md
+++ b/data/jurisdictions/us/states/ga/people/lynn-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 70"
+represents: "us/states/ga/districts/house/70"
 tenure:
   start: "1997-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 70 (GA State House of Representatives District 70).
 
+Represents [GA State House of Representatives District 70](/us/states/ga/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mack-jackson.md b/data/jurisdictions/us/states/ga/people/mack-jackson.md
index 9a90be75f8..e384f67feb 100644
--- a/data/jurisdictions/us/states/ga/people/mack-jackson.md
+++ b/data/jurisdictions/us/states/ga/people/mack-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 128"
+represents: "us/states/ga/districts/house/128"
 tenure:
   start: "2009-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 128 (GA State House of Representatives District 128).
 
+Represents [GA State House of Representatives District 128](/us/states/ga/districts/house/128.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mark-newton.md b/data/jurisdictions/us/states/ga/people/mark-newton.md
index c2bf60a6d6..49012b8230 100644
--- a/data/jurisdictions/us/states/ga/people/mark-newton.md
+++ b/data/jurisdictions/us/states/ga/people/mark-newton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 127"
+represents: "us/states/ga/districts/house/127"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 127 (GA State House of Representatives District 127).
 
+Represents [GA State House of Representatives District 127](/us/states/ga/districts/house/127.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/martin-momtahan.md b/data/jurisdictions/us/states/ga/people/martin-momtahan.md
index 03218f48d1..c80d6acec2 100644
--- a/data/jurisdictions/us/states/ga/people/martin-momtahan.md
+++ b/data/jurisdictions/us/states/ga/people/martin-momtahan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 17"
+represents: "us/states/ga/districts/house/17"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 17 (GA State House of Representatives District 17).
 
+Represents [GA State House of Representatives District 17](/us/states/ga/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/marty-harbin.md b/data/jurisdictions/us/states/ga/people/marty-harbin.md
index 0775c7c966..62f0e1f676 100644
--- a/data/jurisdictions/us/states/ga/people/marty-harbin.md
+++ b/data/jurisdictions/us/states/ga/people/marty-harbin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 16"
+represents: "us/states/ga/districts/senate/16"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 16 (GA State Senate District 16).
 
+Represents [GA State Senate District 16](/us/states/ga/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/marvin-lim.md b/data/jurisdictions/us/states/ga/people/marvin-lim.md
index f91d520ce0..49d418291a 100644
--- a/data/jurisdictions/us/states/ga/people/marvin-lim.md
+++ b/data/jurisdictions/us/states/ga/people/marvin-lim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 98"
+represents: "us/states/ga/districts/house/98"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 98 (GA State House of Representatives District 98).
 
+Represents [GA State House of Representatives District 98](/us/states/ga/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mary-ann-santos.md b/data/jurisdictions/us/states/ga/people/mary-ann-santos.md
index c9e4f35b56..cc1f1c3bac 100644
--- a/data/jurisdictions/us/states/ga/people/mary-ann-santos.md
+++ b/data/jurisdictions/us/states/ga/people/mary-ann-santos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 117"
+represents: "us/states/ga/districts/house/117"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 117 (GA State House of Representatives District 117).
 
+Represents [GA State House of Representatives District 117](/us/states/ga/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mary-frances-williams.md b/data/jurisdictions/us/states/ga/people/mary-frances-williams.md
index 4f32065d62..e417af4044 100644
--- a/data/jurisdictions/us/states/ga/people/mary-frances-williams.md
+++ b/data/jurisdictions/us/states/ga/people/mary-frances-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 37"
+represents: "us/states/ga/districts/house/37"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 37 (GA State House of Representatives District 37).
 
+Represents [GA State House of Representatives District 37](/us/states/ga/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mary-margaret-oliver.md b/data/jurisdictions/us/states/ga/people/mary-margaret-oliver.md
index 0f4d4ca07f..a8172bd03f 100644
--- a/data/jurisdictions/us/states/ga/people/mary-margaret-oliver.md
+++ b/data/jurisdictions/us/states/ga/people/mary-margaret-oliver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 84"
+represents: "us/states/ga/districts/house/84"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 84 (GA State House of Representatives District 84).
 
+Represents [GA State House of Representatives District 84](/us/states/ga/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/matt-barton.md b/data/jurisdictions/us/states/ga/people/matt-barton.md
index 68c8e0c1e0..ff42ddec7c 100644
--- a/data/jurisdictions/us/states/ga/people/matt-barton.md
+++ b/data/jurisdictions/us/states/ga/people/matt-barton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 5"
+represents: "us/states/ga/districts/house/5"
 tenure:
   start: "2019-02-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 5 (GA State House of Representatives District 5).
 
+Represents [GA State House of Representatives District 5](/us/states/ga/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/matt-brass.md b/data/jurisdictions/us/states/ga/people/matt-brass.md
index 44e18fcc42..e15a3d56b0 100644
--- a/data/jurisdictions/us/states/ga/people/matt-brass.md
+++ b/data/jurisdictions/us/states/ga/people/matt-brass.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 6"
+represents: "us/states/ga/districts/senate/6"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 6 (GA State Senate District 6).
 
+Represents [GA State Senate District 6](/us/states/ga/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/matt-dubnik.md b/data/jurisdictions/us/states/ga/people/matt-dubnik.md
index 3ffa0f0af6..7c3594cf6c 100644
--- a/data/jurisdictions/us/states/ga/people/matt-dubnik.md
+++ b/data/jurisdictions/us/states/ga/people/matt-dubnik.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 29"
+represents: "us/states/ga/districts/house/29"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 29 (GA State House of Representatives District 29).
 
+Represents [GA State House of Representatives District 29](/us/states/ga/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/matt-hatchett.md b/data/jurisdictions/us/states/ga/people/matt-hatchett.md
index d1cd3311e2..a168efcd84 100644
--- a/data/jurisdictions/us/states/ga/people/matt-hatchett.md
+++ b/data/jurisdictions/us/states/ga/people/matt-hatchett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 155"
+represents: "us/states/ga/districts/house/155"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 155 (GA State House of Representatives District 155).
 
+Represents [GA State House of Representatives District 155](/us/states/ga/districts/house/155.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/matt-reeves.md b/data/jurisdictions/us/states/ga/people/matt-reeves.md
index 141fa4244f..f5cb07e76c 100644
--- a/data/jurisdictions/us/states/ga/people/matt-reeves.md
+++ b/data/jurisdictions/us/states/ga/people/matt-reeves.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 99"
+represents: "us/states/ga/districts/house/99"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 99 (GA State House of Representatives District 99).
 
+Represents [GA State House of Representatives District 99](/us/states/ga/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/matthew-gambill.md b/data/jurisdictions/us/states/ga/people/matthew-gambill.md
index 79d0c0f63a..d1f2dbf55e 100644
--- a/data/jurisdictions/us/states/ga/people/matthew-gambill.md
+++ b/data/jurisdictions/us/states/ga/people/matthew-gambill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 15"
+represents: "us/states/ga/districts/house/15"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 15 (GA State House of Representatives District 15).
 
+Represents [GA State House of Representatives District 15](/us/states/ga/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/max-burns.md b/data/jurisdictions/us/states/ga/people/max-burns.md
index 3405c1126b..9eab6aa202 100644
--- a/data/jurisdictions/us/states/ga/people/max-burns.md
+++ b/data/jurisdictions/us/states/ga/people/max-burns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 23"
+represents: "us/states/ga/districts/senate/23"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 23 (GA State Senate District 23).
 
+Represents [GA State Senate District 23](/us/states/ga/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mekyah-mcqueen.md b/data/jurisdictions/us/states/ga/people/mekyah-mcqueen.md
index 03a2d8597d..e59a4e514d 100644
--- a/data/jurisdictions/us/states/ga/people/mekyah-mcqueen.md
+++ b/data/jurisdictions/us/states/ga/people/mekyah-mcqueen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 61"
+represents: "us/states/ga/districts/house/61"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 61 (GA State House of Representatives District 61).
 
+Represents [GA State House of Representatives District 61](/us/states/ga/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/michael-smith.md b/data/jurisdictions/us/states/ga/people/michael-smith.md
index a855226a6b..3e2ae11360 100644
--- a/data/jurisdictions/us/states/ga/people/michael-smith.md
+++ b/data/jurisdictions/us/states/ga/people/michael-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 41"
+represents: "us/states/ga/districts/house/41"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 41 (GA State House of Representatives District 41).
 
+Represents [GA State House of Representatives District 41](/us/states/ga/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/michelle-au.md b/data/jurisdictions/us/states/ga/people/michelle-au.md
index 494d09c478..1d4205fa47 100644
--- a/data/jurisdictions/us/states/ga/people/michelle-au.md
+++ b/data/jurisdictions/us/states/ga/people/michelle-au.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 50"
+represents: "us/states/ga/districts/house/50"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 50 (GA State House of Representatives District 50).
 
+Represents [GA State House of Representatives District 50](/us/states/ga/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mike-cameron.md b/data/jurisdictions/us/states/ga/people/mike-cameron.md
index 1ea50b16be..17cc3e8486 100644
--- a/data/jurisdictions/us/states/ga/people/mike-cameron.md
+++ b/data/jurisdictions/us/states/ga/people/mike-cameron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 1"
+represents: "us/states/ga/districts/house/1"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 1 (GA State House of Representatives District 1).
 
+Represents [GA State House of Representatives District 1](/us/states/ga/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mike-cheokas.md b/data/jurisdictions/us/states/ga/people/mike-cheokas.md
index b2df24d953..99e68068b1 100644
--- a/data/jurisdictions/us/states/ga/people/mike-cheokas.md
+++ b/data/jurisdictions/us/states/ga/people/mike-cheokas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 151"
+represents: "us/states/ga/districts/house/151"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 151 (GA State House of Representatives District 151).
 
+Represents [GA State House of Representatives District 151](/us/states/ga/districts/house/151.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mike-hodges.md b/data/jurisdictions/us/states/ga/people/mike-hodges.md
index 32b12d34e1..9eed8782b9 100644
--- a/data/jurisdictions/us/states/ga/people/mike-hodges.md
+++ b/data/jurisdictions/us/states/ga/people/mike-hodges.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 3"
+represents: "us/states/ga/districts/senate/3"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 3 (GA State Senate District 3).
 
+Represents [GA State Senate District 3](/us/states/ga/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/miriam-paris.md b/data/jurisdictions/us/states/ga/people/miriam-paris.md
index d37024575d..147c973969 100644
--- a/data/jurisdictions/us/states/ga/people/miriam-paris.md
+++ b/data/jurisdictions/us/states/ga/people/miriam-paris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 142"
+represents: "us/states/ga/districts/house/142"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 142 (GA State House of Representatives District 142).
 
+Represents [GA State House of Representatives District 142](/us/states/ga/districts/house/142.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mitchell-horner.md b/data/jurisdictions/us/states/ga/people/mitchell-horner.md
index 4bc4361f76..1a55ce9c43 100644
--- a/data/jurisdictions/us/states/ga/people/mitchell-horner.md
+++ b/data/jurisdictions/us/states/ga/people/mitchell-horner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 3"
+represents: "us/states/ga/districts/house/3"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 3 (GA State House of Representatives District 3).
 
+Represents [GA State House of Representatives District 3](/us/states/ga/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/mitchell-scoggins.md b/data/jurisdictions/us/states/ga/people/mitchell-scoggins.md
index 914ba34505..4ae511c1a8 100644
--- a/data/jurisdictions/us/states/ga/people/mitchell-scoggins.md
+++ b/data/jurisdictions/us/states/ga/people/mitchell-scoggins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 14"
+represents: "us/states/ga/districts/house/14"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 14 (GA State House of Representatives District 14).
 
+Represents [GA State House of Representatives District 14](/us/states/ga/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/nan-orrock.md b/data/jurisdictions/us/states/ga/people/nan-orrock.md
index 74a5864638..6fd295390b 100644
--- a/data/jurisdictions/us/states/ga/people/nan-orrock.md
+++ b/data/jurisdictions/us/states/ga/people/nan-orrock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 36"
+represents: "us/states/ga/districts/senate/36"
 tenure:
   start: "2007-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 36 (GA State Senate District 36).
 
+Represents [GA State Senate District 36](/us/states/ga/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/nikki-merritt.md b/data/jurisdictions/us/states/ga/people/nikki-merritt.md
index ebf675c4d5..56c1ac7cb4 100644
--- a/data/jurisdictions/us/states/ga/people/nikki-merritt.md
+++ b/data/jurisdictions/us/states/ga/people/nikki-merritt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 9"
+represents: "us/states/ga/districts/senate/9"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 9 (GA State Senate District 9).
 
+Represents [GA State Senate District 9](/us/states/ga/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/nissa-jones.md b/data/jurisdictions/us/states/ga/people/nissa-jones.md
index 13cbee706c..08912266ae 100644
--- a/data/jurisdictions/us/states/ga/people/nissa-jones.md
+++ b/data/jurisdictions/us/states/ga/people/nissa-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 143"
+represents: "us/states/ga/districts/house/143"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 143 (GA State House of Representatives District 143).
 
+Represents [GA State House of Representatives District 143](/us/states/ga/districts/house/143.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/noel-williams.md b/data/jurisdictions/us/states/ga/people/noel-williams.md
index 5e0188e735..8580aefe83 100644
--- a/data/jurisdictions/us/states/ga/people/noel-williams.md
+++ b/data/jurisdictions/us/states/ga/people/noel-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 148"
+represents: "us/states/ga/districts/house/148"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 148 (GA State House of Representatives District 148).
 
+Represents [GA State House of Representatives District 148](/us/states/ga/districts/house/148.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/noelle-kahaian.md b/data/jurisdictions/us/states/ga/people/noelle-kahaian.md
index ef6a926009..047f6c63f0 100644
--- a/data/jurisdictions/us/states/ga/people/noelle-kahaian.md
+++ b/data/jurisdictions/us/states/ga/people/noelle-kahaian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 81"
+represents: "us/states/ga/districts/house/81"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 81 (GA State House of Representatives District 81).
 
+Represents [GA State House of Representatives District 81](/us/states/ga/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/omari-crawford.md b/data/jurisdictions/us/states/ga/people/omari-crawford.md
index 026c8da185..a79c49b034 100644
--- a/data/jurisdictions/us/states/ga/people/omari-crawford.md
+++ b/data/jurisdictions/us/states/ga/people/omari-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 89"
+represents: "us/states/ga/districts/house/89"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 89 (GA State House of Representatives District 89).
 
+Represents [GA State House of Representatives District 89](/us/states/ga/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/park-cannon.md b/data/jurisdictions/us/states/ga/people/park-cannon.md
index 1780947ab3..9342b841b5 100644
--- a/data/jurisdictions/us/states/ga/people/park-cannon.md
+++ b/data/jurisdictions/us/states/ga/people/park-cannon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 58"
+represents: "us/states/ga/districts/house/58"
 tenure:
   start: "2016-02-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 58 (GA State House of Representatives District 58).
 
+Represents [GA State House of Representatives District 58](/us/states/ga/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/patty-marie-stinson.md b/data/jurisdictions/us/states/ga/people/patty-marie-stinson.md
index 9182c83fcb..14af82f332 100644
--- a/data/jurisdictions/us/states/ga/people/patty-marie-stinson.md
+++ b/data/jurisdictions/us/states/ga/people/patty-marie-stinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 150"
+represents: "us/states/ga/districts/house/150"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 150 (GA State House of Representatives District 150).
 
+Represents [GA State House of Representatives District 150](/us/states/ga/districts/house/150.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/phil-olaleye.md b/data/jurisdictions/us/states/ga/people/phil-olaleye.md
index 7cc530aa67..3e2f5732e5 100644
--- a/data/jurisdictions/us/states/ga/people/phil-olaleye.md
+++ b/data/jurisdictions/us/states/ga/people/phil-olaleye.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 59"
+represents: "us/states/ga/districts/house/59"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 59 (GA State House of Representatives District 59).
 
+Represents [GA State House of Representatives District 59](/us/states/ga/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/randal-mangham.md b/data/jurisdictions/us/states/ga/people/randal-mangham.md
index 89669d36d7..33540c19d6 100644
--- a/data/jurisdictions/us/states/ga/people/randal-mangham.md
+++ b/data/jurisdictions/us/states/ga/people/randal-mangham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 55"
+represents: "us/states/ga/districts/senate/55"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 55 (GA State Senate District 55).
 
+Represents [GA State Senate District 55](/us/states/ga/districts/senate/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/randy-robertson.md b/data/jurisdictions/us/states/ga/people/randy-robertson.md
index 8e0cf92c5d..345e834233 100644
--- a/data/jurisdictions/us/states/ga/people/randy-robertson.md
+++ b/data/jurisdictions/us/states/ga/people/randy-robertson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 29"
+represents: "us/states/ga/districts/senate/29"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 29 (GA State Senate District 29).
 
+Represents [GA State Senate District 29](/us/states/ga/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/rashaun-kemp.md b/data/jurisdictions/us/states/ga/people/rashaun-kemp.md
index 1e779d9ec8..27a8ee0071 100644
--- a/data/jurisdictions/us/states/ga/people/rashaun-kemp.md
+++ b/data/jurisdictions/us/states/ga/people/rashaun-kemp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 38"
+represents: "us/states/ga/districts/senate/38"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 38 (GA State Senate District 38).
 
+Represents [GA State Senate District 38](/us/states/ga/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/regina-lewis-ward.md b/data/jurisdictions/us/states/ga/people/regina-lewis-ward.md
index a4d7fcc42a..7257decf70 100644
--- a/data/jurisdictions/us/states/ga/people/regina-lewis-ward.md
+++ b/data/jurisdictions/us/states/ga/people/regina-lewis-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 115"
+represents: "us/states/ga/districts/house/115"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 115 (GA State House of Representatives District 115).
 
+Represents [GA State House of Representatives District 115](/us/states/ga/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/rey-martinez.md b/data/jurisdictions/us/states/ga/people/rey-martinez.md
index 87d99ca3ae..68d4be8c1e 100644
--- a/data/jurisdictions/us/states/ga/people/rey-martinez.md
+++ b/data/jurisdictions/us/states/ga/people/rey-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 111"
+represents: "us/states/ga/districts/house/111"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 111 (GA State House of Representatives District 111).
 
+Represents [GA State House of Representatives District 111](/us/states/ga/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/rhonda-burnough.md b/data/jurisdictions/us/states/ga/people/rhonda-burnough.md
index c3136e1ae4..dbe94e1f73 100644
--- a/data/jurisdictions/us/states/ga/people/rhonda-burnough.md
+++ b/data/jurisdictions/us/states/ga/people/rhonda-burnough.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 77"
+represents: "us/states/ga/districts/house/77"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 77 (GA State House of Representatives District 77).
 
+Represents [GA State House of Representatives District 77](/us/states/ga/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/rhonda-taylor.md b/data/jurisdictions/us/states/ga/people/rhonda-taylor.md
index 0d4be65fd4..a48ab8aec0 100644
--- a/data/jurisdictions/us/states/ga/people/rhonda-taylor.md
+++ b/data/jurisdictions/us/states/ga/people/rhonda-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 92"
+represents: "us/states/ga/districts/house/92"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 92 (GA State House of Representatives District 92).
 
+Represents [GA State House of Representatives District 92](/us/states/ga/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/rick-jasperse.md b/data/jurisdictions/us/states/ga/people/rick-jasperse.md
index 13b88688b1..77294be5f7 100644
--- a/data/jurisdictions/us/states/ga/people/rick-jasperse.md
+++ b/data/jurisdictions/us/states/ga/people/rick-jasperse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 11"
+represents: "us/states/ga/districts/house/11"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 11 (GA State House of Representatives District 11).
 
+Represents [GA State House of Representatives District 11](/us/states/ga/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/rick-townsend.md b/data/jurisdictions/us/states/ga/people/rick-townsend.md
index d5974609d9..56a7a12418 100644
--- a/data/jurisdictions/us/states/ga/people/rick-townsend.md
+++ b/data/jurisdictions/us/states/ga/people/rick-townsend.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 179"
+represents: "us/states/ga/districts/house/179"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 179 (GA State House of Representatives District 179).
 
+Represents [GA State House of Representatives District 179](/us/states/ga/districts/house/179.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/rick-williams.md b/data/jurisdictions/us/states/ga/people/rick-williams.md
index 29fb8b50ac..790b39b9af 100644
--- a/data/jurisdictions/us/states/ga/people/rick-williams.md
+++ b/data/jurisdictions/us/states/ga/people/rick-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 25"
+represents: "us/states/ga/districts/senate/25"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 25 (GA State Senate District 25).
 
+Represents [GA State Senate District 25](/us/states/ga/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/rob-clifton.md b/data/jurisdictions/us/states/ga/people/rob-clifton.md
index f60628cd92..e121f9814d 100644
--- a/data/jurisdictions/us/states/ga/people/rob-clifton.md
+++ b/data/jurisdictions/us/states/ga/people/rob-clifton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 131"
+represents: "us/states/ga/districts/house/131"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 131 (GA State House of Representatives District 131).
 
+Represents [GA State House of Representatives District 131](/us/states/ga/districts/house/131.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/rob-leverett.md b/data/jurisdictions/us/states/ga/people/rob-leverett.md
index 7af9fae341..ee4e2db867 100644
--- a/data/jurisdictions/us/states/ga/people/rob-leverett.md
+++ b/data/jurisdictions/us/states/ga/people/rob-leverett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 123"
+represents: "us/states/ga/districts/house/123"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 123 (GA State House of Representatives District 123).
 
+Represents [GA State House of Representatives District 123](/us/states/ga/districts/house/123.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/robert-dawson.md b/data/jurisdictions/us/states/ga/people/robert-dawson.md
index 206573f058..c645bd6465 100644
--- a/data/jurisdictions/us/states/ga/people/robert-dawson.md
+++ b/data/jurisdictions/us/states/ga/people/robert-dawson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 65"
+represents: "us/states/ga/districts/house/65"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 65 (GA State House of Representatives District 65).
 
+Represents [GA State House of Representatives District 65](/us/states/ga/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/robert-dickey.md b/data/jurisdictions/us/states/ga/people/robert-dickey.md
index 9a0b688628..33a337b714 100644
--- a/data/jurisdictions/us/states/ga/people/robert-dickey.md
+++ b/data/jurisdictions/us/states/ga/people/robert-dickey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 134"
+represents: "us/states/ga/districts/house/134"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 134 (GA State House of Representatives District 134).
 
+Represents [GA State House of Representatives District 134](/us/states/ga/districts/house/134.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/robert-flournoy.md b/data/jurisdictions/us/states/ga/people/robert-flournoy.md
index ad3fc60c9a..d1b3ebffd6 100644
--- a/data/jurisdictions/us/states/ga/people/robert-flournoy.md
+++ b/data/jurisdictions/us/states/ga/people/robert-flournoy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 74"
+represents: "us/states/ga/districts/house/74"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 74 (GA State House of Representatives District 74).
 
+Represents [GA State House of Representatives District 74](/us/states/ga/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/ron-stephens.md b/data/jurisdictions/us/states/ga/people/ron-stephens.md
index 344017ff35..9494ef3c8c 100644
--- a/data/jurisdictions/us/states/ga/people/ron-stephens.md
+++ b/data/jurisdictions/us/states/ga/people/ron-stephens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 164"
+represents: "us/states/ga/districts/house/164"
 tenure:
   start: "1997-07-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 164 (GA State House of Representatives District 164).
 
+Represents [GA State House of Representatives District 164](/us/states/ga/districts/house/164.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/russ-goodman.md b/data/jurisdictions/us/states/ga/people/russ-goodman.md
index e348f37912..abe4234078 100644
--- a/data/jurisdictions/us/states/ga/people/russ-goodman.md
+++ b/data/jurisdictions/us/states/ga/people/russ-goodman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 8"
+represents: "us/states/ga/districts/senate/8"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 8 (GA State Senate District 8).
 
+Represents [GA State Senate District 8](/us/states/ga/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/ruwa-romman.md b/data/jurisdictions/us/states/ga/people/ruwa-romman.md
index 6214cef045..95640a1264 100644
--- a/data/jurisdictions/us/states/ga/people/ruwa-romman.md
+++ b/data/jurisdictions/us/states/ga/people/ruwa-romman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 97"
+represents: "us/states/ga/districts/house/97"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 97 (GA State House of Representatives District 97).
 
+Represents [GA State House of Representatives District 97](/us/states/ga/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/saira-draper.md b/data/jurisdictions/us/states/ga/people/saira-draper.md
index 263d9c916c..0d4d93a3fd 100644
--- a/data/jurisdictions/us/states/ga/people/saira-draper.md
+++ b/data/jurisdictions/us/states/ga/people/saira-draper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 90"
+represents: "us/states/ga/districts/house/90"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 90 (GA State House of Representatives District 90).
 
+Represents [GA State House of Representatives District 90](/us/states/ga/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sally-harrell.md b/data/jurisdictions/us/states/ga/people/sally-harrell.md
index d8d9d5fe16..bb8a863431 100644
--- a/data/jurisdictions/us/states/ga/people/sally-harrell.md
+++ b/data/jurisdictions/us/states/ga/people/sally-harrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 40"
+represents: "us/states/ga/districts/senate/40"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 40 (GA State Senate District 40).
 
+Represents [GA State Senate District 40](/us/states/ga/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sam-park.md b/data/jurisdictions/us/states/ga/people/sam-park.md
index 78e5b7dc6e..0928896fa3 100644
--- a/data/jurisdictions/us/states/ga/people/sam-park.md
+++ b/data/jurisdictions/us/states/ga/people/sam-park.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 107"
+represents: "us/states/ga/districts/house/107"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 107 (GA State House of Representatives District 107).
 
+Represents [GA State House of Representatives District 107](/us/states/ga/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sam-watson.md b/data/jurisdictions/us/states/ga/people/sam-watson.md
index 89395a2892..215312629c 100644
--- a/data/jurisdictions/us/states/ga/people/sam-watson.md
+++ b/data/jurisdictions/us/states/ga/people/sam-watson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 11"
+represents: "us/states/ga/districts/senate/11"
 tenure:
   start: "2023-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 11 (GA State Senate District 11).
 
+Represents [GA State Senate District 11](/us/states/ga/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sandra-scott.md b/data/jurisdictions/us/states/ga/people/sandra-scott.md
index 52cdfcf968..8399ba8fa5 100644
--- a/data/jurisdictions/us/states/ga/people/sandra-scott.md
+++ b/data/jurisdictions/us/states/ga/people/sandra-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 76"
+represents: "us/states/ga/districts/house/76"
 tenure:
   start: "2011-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 76 (GA State House of Representatives District 76).
 
+Represents [GA State House of Representatives District 76](/us/states/ga/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sandy-donatucci.md b/data/jurisdictions/us/states/ga/people/sandy-donatucci.md
index 75fad92c94..2ebcb0731c 100644
--- a/data/jurisdictions/us/states/ga/people/sandy-donatucci.md
+++ b/data/jurisdictions/us/states/ga/people/sandy-donatucci.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 105"
+represents: "us/states/ga/districts/house/105"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 105 (GA State House of Representatives District 105).
 
+Represents [GA State House of Representatives District 105](/us/states/ga/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/scott-hilton.md b/data/jurisdictions/us/states/ga/people/scott-hilton.md
index baef9a1c89..dbed0b2d94 100644
--- a/data/jurisdictions/us/states/ga/people/scott-hilton.md
+++ b/data/jurisdictions/us/states/ga/people/scott-hilton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 48"
+represents: "us/states/ga/districts/house/48"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 48 (GA State House of Representatives District 48).
 
+Represents [GA State House of Representatives District 48](/us/states/ga/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/scott-holcomb.md b/data/jurisdictions/us/states/ga/people/scott-holcomb.md
index 89a3dd469d..df0ca9b2fe 100644
--- a/data/jurisdictions/us/states/ga/people/scott-holcomb.md
+++ b/data/jurisdictions/us/states/ga/people/scott-holcomb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 101"
+represents: "us/states/ga/districts/house/101"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 101 (GA State House of Representatives District 101).
 
+Represents [GA State House of Representatives District 101](/us/states/ga/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/segun-adeyina.md b/data/jurisdictions/us/states/ga/people/segun-adeyina.md
index 488dba1890..855c313126 100644
--- a/data/jurisdictions/us/states/ga/people/segun-adeyina.md
+++ b/data/jurisdictions/us/states/ga/people/segun-adeyina.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 110"
+represents: "us/states/ga/districts/house/110"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 110 (GA State House of Representatives District 110).
 
+Represents [GA State House of Representatives District 110](/us/states/ga/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sharon-cooper.md b/data/jurisdictions/us/states/ga/people/sharon-cooper.md
index 9c96033c01..391678179f 100644
--- a/data/jurisdictions/us/states/ga/people/sharon-cooper.md
+++ b/data/jurisdictions/us/states/ga/people/sharon-cooper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 45"
+represents: "us/states/ga/districts/house/45"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 45 (GA State House of Representatives District 45).
 
+Represents [GA State House of Representatives District 45](/us/states/ga/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sharon-henderson.md b/data/jurisdictions/us/states/ga/people/sharon-henderson.md
index 3f2f708402..bee8380665 100644
--- a/data/jurisdictions/us/states/ga/people/sharon-henderson.md
+++ b/data/jurisdictions/us/states/ga/people/sharon-henderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 113"
+represents: "us/states/ga/districts/house/113"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 113 (GA State House of Representatives District 113).
 
+Represents [GA State House of Representatives District 113](/us/states/ga/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/shaw-blackmon.md b/data/jurisdictions/us/states/ga/people/shaw-blackmon.md
index fd194a7415..d243507507 100644
--- a/data/jurisdictions/us/states/ga/people/shaw-blackmon.md
+++ b/data/jurisdictions/us/states/ga/people/shaw-blackmon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 146"
+represents: "us/states/ga/districts/house/146"
 tenure:
   start: "2015-08-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 146 (GA State House of Representatives District 146).
 
+Represents [GA State House of Representatives District 146](/us/states/ga/districts/house/146.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/shawn-still.md b/data/jurisdictions/us/states/ga/people/shawn-still.md
index 45bf4142b8..c9b165b63d 100644
--- a/data/jurisdictions/us/states/ga/people/shawn-still.md
+++ b/data/jurisdictions/us/states/ga/people/shawn-still.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 48"
+represents: "us/states/ga/districts/senate/48"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 48 (GA State Senate District 48).
 
+Represents [GA State Senate District 48](/us/states/ga/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/shea-roberts.md b/data/jurisdictions/us/states/ga/people/shea-roberts.md
index 6d5e50cea5..15728a77cb 100644
--- a/data/jurisdictions/us/states/ga/people/shea-roberts.md
+++ b/data/jurisdictions/us/states/ga/people/shea-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 52"
+represents: "us/states/ga/districts/house/52"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 52 (GA State House of Representatives District 52).
 
+Represents [GA State House of Representatives District 52](/us/states/ga/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sheikh-rahman.md b/data/jurisdictions/us/states/ga/people/sheikh-rahman.md
index cdf8b2799d..bd9840d357 100644
--- a/data/jurisdictions/us/states/ga/people/sheikh-rahman.md
+++ b/data/jurisdictions/us/states/ga/people/sheikh-rahman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 5"
+represents: "us/states/ga/districts/senate/5"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 5 (GA State Senate District 5).
 
+Represents [GA State Senate District 5](/us/states/ga/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sheila-jones.md b/data/jurisdictions/us/states/ga/people/sheila-jones.md
index 9069138911..24d0846f7d 100644
--- a/data/jurisdictions/us/states/ga/people/sheila-jones.md
+++ b/data/jurisdictions/us/states/ga/people/sheila-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 60"
+represents: "us/states/ga/districts/house/60"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 60 (GA State House of Representatives District 60).
 
+Represents [GA State House of Representatives District 60](/us/states/ga/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sheila-nelson.md b/data/jurisdictions/us/states/ga/people/sheila-nelson.md
index a9147009f7..25a91b7067 100644
--- a/data/jurisdictions/us/states/ga/people/sheila-nelson.md
+++ b/data/jurisdictions/us/states/ga/people/sheila-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 130"
+represents: "us/states/ga/districts/house/130"
 tenure:
   start: "2026-04-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 130 (GA State House of Representatives District 130).
 
+Represents [GA State House of Representatives District 130](/us/states/ga/districts/house/130.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/solomon-adesanya.md b/data/jurisdictions/us/states/ga/people/solomon-adesanya.md
index 576a361159..dc3a978959 100644
--- a/data/jurisdictions/us/states/ga/people/solomon-adesanya.md
+++ b/data/jurisdictions/us/states/ga/people/solomon-adesanya.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 43"
+represents: "us/states/ga/districts/house/43"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 43 (GA State House of Representatives District 43).
 
+Represents [GA State House of Representatives District 43](/us/states/ga/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sonya-halpern.md b/data/jurisdictions/us/states/ga/people/sonya-halpern.md
index 33ea2a2a4e..532e0f4b93 100644
--- a/data/jurisdictions/us/states/ga/people/sonya-halpern.md
+++ b/data/jurisdictions/us/states/ga/people/sonya-halpern.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 39"
+represents: "us/states/ga/districts/senate/39"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 39 (GA State Senate District 39).
 
+Represents [GA State Senate District 39](/us/states/ga/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/soo-hong.md b/data/jurisdictions/us/states/ga/people/soo-hong.md
index 4e2ebf2af0..af7f176a5c 100644
--- a/data/jurisdictions/us/states/ga/people/soo-hong.md
+++ b/data/jurisdictions/us/states/ga/people/soo-hong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 103"
+represents: "us/states/ga/districts/house/103"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 103 (GA State House of Representatives District 103).
 
+Represents [GA State House of Representatives District 103](/us/states/ga/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/spencer-frye.md b/data/jurisdictions/us/states/ga/people/spencer-frye.md
index c8299e0bd6..c1ad9e20d4 100644
--- a/data/jurisdictions/us/states/ga/people/spencer-frye.md
+++ b/data/jurisdictions/us/states/ga/people/spencer-frye.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 122"
+represents: "us/states/ga/districts/house/122"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 122 (GA State House of Representatives District 122).
 
+Represents [GA State House of Representatives District 122](/us/states/ga/districts/house/122.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/stacey-evans.md b/data/jurisdictions/us/states/ga/people/stacey-evans.md
index 72c7230e78..896f28e684 100644
--- a/data/jurisdictions/us/states/ga/people/stacey-evans.md
+++ b/data/jurisdictions/us/states/ga/people/stacey-evans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 57"
+represents: "us/states/ga/districts/house/57"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 57 (GA State House of Representatives District 57).
 
+Represents [GA State House of Representatives District 57](/us/states/ga/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/stan-gunter.md b/data/jurisdictions/us/states/ga/people/stan-gunter.md
index f91ba173e7..8b5c60bce5 100644
--- a/data/jurisdictions/us/states/ga/people/stan-gunter.md
+++ b/data/jurisdictions/us/states/ga/people/stan-gunter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 8"
+represents: "us/states/ga/districts/house/8"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 8 (GA State House of Representatives District 8).
 
+Represents [GA State House of Representatives District 8](/us/states/ga/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/steve-gooch.md b/data/jurisdictions/us/states/ga/people/steve-gooch.md
index d2def652ab..0690caa1b0 100644
--- a/data/jurisdictions/us/states/ga/people/steve-gooch.md
+++ b/data/jurisdictions/us/states/ga/people/steve-gooch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 51"
+represents: "us/states/ga/districts/senate/51"
 tenure:
   start: "2011-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 51 (GA State Senate District 51).
 
+Represents [GA State Senate District 51](/us/states/ga/districts/senate/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/steve-tarvin.md b/data/jurisdictions/us/states/ga/people/steve-tarvin.md
index 330f1a95e3..89745525e1 100644
--- a/data/jurisdictions/us/states/ga/people/steve-tarvin.md
+++ b/data/jurisdictions/us/states/ga/people/steve-tarvin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 2"
+represents: "us/states/ga/districts/house/2"
 tenure:
   start: "2014-02-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 2 (GA State House of Representatives District 2).
 
+Represents [GA State House of Representatives District 2](/us/states/ga/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/steven-mcneel.md b/data/jurisdictions/us/states/ga/people/steven-mcneel.md
index c713106bfe..efbdaffed3 100644
--- a/data/jurisdictions/us/states/ga/people/steven-mcneel.md
+++ b/data/jurisdictions/us/states/ga/people/steven-mcneel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 18"
+represents: "us/states/ga/districts/senate/18"
 tenure:
   start: "2026-02-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 18 (GA State Senate District 18).
 
+Represents [GA State Senate District 18](/us/states/ga/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/steven-meeks.md b/data/jurisdictions/us/states/ga/people/steven-meeks.md
index b0d620e74b..1e6737d9ee 100644
--- a/data/jurisdictions/us/states/ga/people/steven-meeks.md
+++ b/data/jurisdictions/us/states/ga/people/steven-meeks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 178"
+represents: "us/states/ga/districts/house/178"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 178 (GA State House of Representatives District 178).
 
+Represents [GA State House of Representatives District 178](/us/states/ga/districts/house/178.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/steven-sainz.md b/data/jurisdictions/us/states/ga/people/steven-sainz.md
index 2320aa288c..aa03c8175c 100644
--- a/data/jurisdictions/us/states/ga/people/steven-sainz.md
+++ b/data/jurisdictions/us/states/ga/people/steven-sainz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 180"
+represents: "us/states/ga/districts/house/180"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 180 (GA State House of Representatives District 180).
 
+Represents [GA State House of Representatives District 180](/us/states/ga/districts/house/180.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/sylvia-wayfer.md b/data/jurisdictions/us/states/ga/people/sylvia-wayfer.md
index 6dc06191e5..c334ab3aff 100644
--- a/data/jurisdictions/us/states/ga/people/sylvia-wayfer.md
+++ b/data/jurisdictions/us/states/ga/people/sylvia-wayfer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 64"
+represents: "us/states/ga/districts/house/64"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 64 (GA State House of Representatives District 64).
 
+Represents [GA State House of Representatives District 64](/us/states/ga/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/tangie-herring.md b/data/jurisdictions/us/states/ga/people/tangie-herring.md
index e7a148c788..10f77636b4 100644
--- a/data/jurisdictions/us/states/ga/people/tangie-herring.md
+++ b/data/jurisdictions/us/states/ga/people/tangie-herring.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 145"
+represents: "us/states/ga/districts/house/145"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 145 (GA State House of Representatives District 145).
 
+Represents [GA State House of Representatives District 145](/us/states/ga/districts/house/145.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/tanya-miller.md b/data/jurisdictions/us/states/ga/people/tanya-miller.md
index ccc423b45e..85d2bca464 100644
--- a/data/jurisdictions/us/states/ga/people/tanya-miller.md
+++ b/data/jurisdictions/us/states/ga/people/tanya-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 62"
+represents: "us/states/ga/districts/house/62"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 62 (GA State House of Representatives District 62).
 
+Represents [GA State House of Representatives District 62](/us/states/ga/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/teddy-reese.md b/data/jurisdictions/us/states/ga/people/teddy-reese.md
index b8e832652f..2204df0ad1 100644
--- a/data/jurisdictions/us/states/ga/people/teddy-reese.md
+++ b/data/jurisdictions/us/states/ga/people/teddy-reese.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 140"
+represents: "us/states/ga/districts/house/140"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 140 (GA State House of Representatives District 140).
 
+Represents [GA State House of Representatives District 140](/us/states/ga/districts/house/140.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/terry-cummings.md b/data/jurisdictions/us/states/ga/people/terry-cummings.md
index 5ce49dca85..2aa7711ef3 100644
--- a/data/jurisdictions/us/states/ga/people/terry-cummings.md
+++ b/data/jurisdictions/us/states/ga/people/terry-cummings.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 39"
+represents: "us/states/ga/districts/house/39"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 39 (GA State House of Representatives District 39).
 
+Represents [GA State House of Representatives District 39](/us/states/ga/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/tim-bearden.md b/data/jurisdictions/us/states/ga/people/tim-bearden.md
index d68d88a7c2..880a437296 100644
--- a/data/jurisdictions/us/states/ga/people/tim-bearden.md
+++ b/data/jurisdictions/us/states/ga/people/tim-bearden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 30"
+represents: "us/states/ga/districts/senate/30"
 tenure:
   start: "2024-02-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 30 (GA State Senate District 30).
 
+Represents [GA State Senate District 30](/us/states/ga/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/tim-fleming.md b/data/jurisdictions/us/states/ga/people/tim-fleming.md
index 838b219eb7..79108ba646 100644
--- a/data/jurisdictions/us/states/ga/people/tim-fleming.md
+++ b/data/jurisdictions/us/states/ga/people/tim-fleming.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 114"
+represents: "us/states/ga/districts/house/114"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 114 (GA State House of Representatives District 114).
 
+Represents [GA State House of Representatives District 114](/us/states/ga/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/todd-jones.md b/data/jurisdictions/us/states/ga/people/todd-jones.md
index 0b5e9c1991..d87150f4d1 100644
--- a/data/jurisdictions/us/states/ga/people/todd-jones.md
+++ b/data/jurisdictions/us/states/ga/people/todd-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 25"
+represents: "us/states/ga/districts/house/25"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 25 (GA State House of Representatives District 25).
 
+Represents [GA State House of Representatives District 25](/us/states/ga/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/tonya-anderson.md b/data/jurisdictions/us/states/ga/people/tonya-anderson.md
index f3802eb09e..1612949c0b 100644
--- a/data/jurisdictions/us/states/ga/people/tonya-anderson.md
+++ b/data/jurisdictions/us/states/ga/people/tonya-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State Senate District 43"
+represents: "us/states/ga/districts/senate/43"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA Senate District 43 (GA State Senate District 43).
 
+Represents [GA State Senate District 43](/us/states/ga/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/trey-kelley.md b/data/jurisdictions/us/states/ga/people/trey-kelley.md
index 4cf2ceb588..3094726bac 100644
--- a/data/jurisdictions/us/states/ga/people/trey-kelley.md
+++ b/data/jurisdictions/us/states/ga/people/trey-kelley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 16"
+represents: "us/states/ga/districts/house/16"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 16 (GA State House of Representatives District 16).
 
+Represents [GA State House of Representatives District 16](/us/states/ga/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/trey-rhodes.md b/data/jurisdictions/us/states/ga/people/trey-rhodes.md
index 4b9def2531..84c10e5247 100644
--- a/data/jurisdictions/us/states/ga/people/trey-rhodes.md
+++ b/data/jurisdictions/us/states/ga/people/trey-rhodes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 124"
+represents: "us/states/ga/districts/house/124"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 124 (GA State House of Representatives District 124).
 
+Represents [GA State House of Representatives District 124](/us/states/ga/districts/house/124.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/tyler-smith.md b/data/jurisdictions/us/states/ga/people/tyler-smith.md
index bb3a4cc9ea..58797d277a 100644
--- a/data/jurisdictions/us/states/ga/people/tyler-smith.md
+++ b/data/jurisdictions/us/states/ga/people/tyler-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 18"
+represents: "us/states/ga/districts/house/18"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 18 (GA State House of Representatives District 18).
 
+Represents [GA State House of Representatives District 18](/us/states/ga/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/vance-smith.md b/data/jurisdictions/us/states/ga/people/vance-smith.md
index 9c31098ad4..3c41331ed3 100644
--- a/data/jurisdictions/us/states/ga/people/vance-smith.md
+++ b/data/jurisdictions/us/states/ga/people/vance-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 138"
+represents: "us/states/ga/districts/house/138"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 138 (GA State House of Representatives District 138).
 
+Represents [GA State House of Representatives District 138](/us/states/ga/districts/house/138.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/venola-mason.md b/data/jurisdictions/us/states/ga/people/venola-mason.md
index 4b0713c4e7..b04ffe9a01 100644
--- a/data/jurisdictions/us/states/ga/people/venola-mason.md
+++ b/data/jurisdictions/us/states/ga/people/venola-mason.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 94"
+represents: "us/states/ga/districts/house/94"
 tenure:
   start: "2026-04-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 94 (GA State House of Representatives District 94).
 
+Represents [GA State House of Representatives District 94](/us/states/ga/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/victor-anderson.md b/data/jurisdictions/us/states/ga/people/victor-anderson.md
index 8671636fde..b214a09a39 100644
--- a/data/jurisdictions/us/states/ga/people/victor-anderson.md
+++ b/data/jurisdictions/us/states/ga/people/victor-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 10"
+represents: "us/states/ga/districts/house/10"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 10 (GA State House of Representatives District 10).
 
+Represents [GA State House of Representatives District 10](/us/states/ga/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/viola-davis.md b/data/jurisdictions/us/states/ga/people/viola-davis.md
index 645c8744bc..1bb908669f 100644
--- a/data/jurisdictions/us/states/ga/people/viola-davis.md
+++ b/data/jurisdictions/us/states/ga/people/viola-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 87"
+represents: "us/states/ga/districts/house/87"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 87 (GA State House of Representatives District 87).
 
+Represents [GA State House of Representatives District 87](/us/states/ga/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/will-wade.md b/data/jurisdictions/us/states/ga/people/will-wade.md
index 4670207c2d..ef5eb9148c 100644
--- a/data/jurisdictions/us/states/ga/people/will-wade.md
+++ b/data/jurisdictions/us/states/ga/people/will-wade.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 9"
+represents: "us/states/ga/districts/house/9"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 9 (GA State House of Representatives District 9).
 
+Represents [GA State House of Representatives District 9](/us/states/ga/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ga/people/yasmin-neal.md b/data/jurisdictions/us/states/ga/people/yasmin-neal.md
index ef04e63409..955f85de94 100644
--- a/data/jurisdictions/us/states/ga/people/yasmin-neal.md
+++ b/data/jurisdictions/us/states/ga/people/yasmin-neal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "GA"
 district: "GA State House of Representatives District 79"
+represents: "us/states/ga/districts/house/79"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current GA House District 79 (GA State House of Representatives District 79).
 
+Represents [GA State House of Representatives District 79](/us/states/ga/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/counties/hawaii/index.md b/data/jurisdictions/us/states/hi/counties/hawaii/index.md
index c9029cf5f2..2c4b0fb577 100644
--- a/data/jurisdictions/us/states/hi/counties/hawaii/index.md
+++ b/data/jurisdictions/us/states/hi/counties/hawaii/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 921
   hispanic: 24003
   bachelors_plus: 65444
+districts:
+  - to: "us/states/hi/districts/02"
+    rel: in-district
+    area_weight: 0.7904
+  - to: "us/states/hi/districts/senate/4"
+    rel: in-district
+    area_weight: 0.3224
+  - to: "us/states/hi/districts/senate/3"
+    rel: in-district
+    area_weight: 0.3125
+  - to: "us/states/hi/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0873
+  - to: "us/states/hi/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0708
+  - to: "us/states/hi/districts/house/5"
+    rel: in-district
+    area_weight: 0.3561
+  - to: "us/states/hi/districts/house/1"
+    rel: in-district
+    area_weight: 0.1543
+  - to: "us/states/hi/districts/house/7"
+    rel: in-district
+    area_weight: 0.0954
+  - to: "us/states/hi/districts/house/8"
+    rel: in-district
+    area_weight: 0.0873
+  - to: "us/states/hi/districts/house/4"
+    rel: in-district
+    area_weight: 0.0557
+  - to: "us/states/hi/districts/house/6"
+    rel: in-district
+    area_weight: 0.0218
+  - to: "us/states/hi/districts/house/3"
+    rel: in-district
+    area_weight: 0.0181
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, hi]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction.
 | Hispanic/Latino | 24003 |
 | Bachelor's or higher | 65444 |
 
+## Districts
+
+- [HI-02](/us/states/hi/districts/02.md) — 79% (congressional)
+- [HI Senate District 4](/us/states/hi/districts/senate/4.md) — 32% (state senate)
+- [HI Senate District 3](/us/states/hi/districts/senate/3.md) — 31% (state senate)
+- [HI Senate District 2](/us/states/hi/districts/senate/2.md) — 9% (state senate)
+- [HI Senate District 1](/us/states/hi/districts/senate/1.md) — 7% (state senate)
+- [HI House District 5](/us/states/hi/districts/house/5.md) — 36% (state house)
+- [HI House District 1](/us/states/hi/districts/house/1.md) — 15% (state house)
+- [HI House District 7](/us/states/hi/districts/house/7.md) — 10% (state house)
+- [HI House District 8](/us/states/hi/districts/house/8.md) — 9% (state house)
+- [HI House District 4](/us/states/hi/districts/house/4.md) — 6% (state house)
+- [HI House District 6](/us/states/hi/districts/house/6.md) — 2% (state house)
+- [HI House District 3](/us/states/hi/districts/house/3.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/hi/counties/honolulu/index.md b/data/jurisdictions/us/states/hi/counties/honolulu/index.md
index 51f706dcea..0b2de0e909 100644
--- a/data/jurisdictions/us/states/hi/counties/honolulu/index.md
+++ b/data/jurisdictions/us/states/hi/counties/honolulu/index.md
@@ -22,9 +22,102 @@ demographics:
   race_native: 2034
   hispanic: 94340
   bachelors_plus: 373214
+districts:
+  - to: "us/states/hi/districts/02"
+    rel: in-district
+    area_weight: 0.1817
+  - to: "us/states/hi/districts/01"
+    rel: in-district
+    area_weight: 0.0966
+  - to: "us/states/hi/districts/senate/23"
+    rel: in-district
+    area_weight: 0.1064
+  - to: "us/states/hi/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0301
+  - to: "us/states/hi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0236
+  - to: "us/states/hi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0165
+  - to: "us/states/hi/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0149
+  - to: "us/states/hi/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0139
+  - to: "us/states/hi/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0126
+  - to: "us/states/hi/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0108
+  - to: "us/states/hi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.01
+  - to: "us/states/hi/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0098
+  - to: "us/states/hi/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0084
+  - to: "us/states/hi/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0055
+  - to: "us/states/hi/districts/house/47"
+    rel: in-district
+    area_weight: 0.0623
+  - to: "us/states/hi/districts/house/46"
+    rel: in-district
+    area_weight: 0.0398
+  - to: "us/states/hi/districts/house/45"
+    rel: in-district
+    area_weight: 0.0223
+  - to: "us/states/hi/districts/house/48"
+    rel: in-district
+    area_weight: 0.0147
+  - to: "us/states/hi/districts/house/39"
+    rel: in-district
+    area_weight: 0.0124
+  - to: "us/states/hi/districts/house/37"
+    rel: in-district
+    area_weight: 0.0107
+  - to: "us/states/hi/districts/house/32"
+    rel: in-district
+    area_weight: 0.0095
+  - to: "us/states/hi/districts/house/51"
+    rel: in-district
+    area_weight: 0.0084
+  - to: "us/states/hi/districts/house/44"
+    rel: in-district
+    area_weight: 0.0079
+  - to: "us/states/hi/districts/house/50"
+    rel: in-district
+    area_weight: 0.0077
+  - to: "us/states/hi/districts/house/34"
+    rel: in-district
+    area_weight: 0.0071
+  - to: "us/states/hi/districts/house/41"
+    rel: in-district
+    area_weight: 0.0063
+  - to: "us/states/hi/districts/house/19"
+    rel: in-district
+    area_weight: 0.0062
+  - to: "us/states/hi/districts/house/30"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/hi/districts/house/49"
+    rel: in-district
+    area_weight: 0.0058
+  - to: "us/states/hi/districts/house/38"
+    rel: in-district
+    area_weight: 0.0057
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, hi]
 timestamp: "2026-07-03"
@@ -56,6 +149,40 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 94340 |
 | Bachelor's or higher | 373214 |
 
+## Districts
+
+- [HI-02](/us/states/hi/districts/02.md) — 18% (congressional)
+- [HI-01](/us/states/hi/districts/01.md) — 10% (congressional)
+- [HI Senate District 23](/us/states/hi/districts/senate/23.md) — 11% (state senate)
+- [HI Senate District 22](/us/states/hi/districts/senate/22.md) — 3% (state senate)
+- [HI Senate District 17](/us/states/hi/districts/senate/17.md) — 2% (state senate)
+- [HI Senate District 25](/us/states/hi/districts/senate/25.md) — 2% (state senate)
+- [HI Senate District 15](/us/states/hi/districts/senate/15.md) — 1% (state senate)
+- [HI Senate District 18](/us/states/hi/districts/senate/18.md) — 1% (state senate)
+- [HI Senate District 16](/us/states/hi/districts/senate/16.md) — 1% (state senate)
+- [HI Senate District 21](/us/states/hi/districts/senate/21.md) — 1% (state senate)
+- [HI Senate District 24](/us/states/hi/districts/senate/24.md) — 1% (state senate)
+- [HI Senate District 14](/us/states/hi/districts/senate/14.md) — 1% (state senate)
+- [HI Senate District 9](/us/states/hi/districts/senate/9.md) — 1% (state senate)
+- [HI Senate District 20](/us/states/hi/districts/senate/20.md) — 1% (state senate)
+- [HI House District 47](/us/states/hi/districts/house/47.md) — 6% (state house)
+- [HI House District 46](/us/states/hi/districts/house/46.md) — 4% (state house)
+- [HI House District 45](/us/states/hi/districts/house/45.md) — 2% (state house)
+- [HI House District 48](/us/states/hi/districts/house/48.md) — 1% (state house)
+- [HI House District 39](/us/states/hi/districts/house/39.md) — 1% (state house)
+- [HI House District 37](/us/states/hi/districts/house/37.md) — 1% (state house)
+- [HI House District 32](/us/states/hi/districts/house/32.md) — 1% (state house)
+- [HI House District 51](/us/states/hi/districts/house/51.md) — 1% (state house)
+- [HI House District 44](/us/states/hi/districts/house/44.md) — 1% (state house)
+- [HI House District 50](/us/states/hi/districts/house/50.md) — 1% (state house)
+- [HI House District 34](/us/states/hi/districts/house/34.md) — 1% (state house)
+- [HI House District 41](/us/states/hi/districts/house/41.md) — 1% (state house)
+- [HI House District 19](/us/states/hi/districts/house/19.md) — 1% (state house)
+- [HI House District 30](/us/states/hi/districts/house/30.md) — 1% (state house)
+- [HI House District 49](/us/states/hi/districts/house/49.md) — 1% (state house)
+- [HI House District 38](/us/states/hi/districts/house/38.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/hi/counties/kalawao/index.md b/data/jurisdictions/us/states/hi/counties/kalawao/index.md
index 5ae118e3f7..89a328e074 100644
--- a/data/jurisdictions/us/states/hi/counties/kalawao/index.md
+++ b/data/jurisdictions/us/states/hi/counties/kalawao/index.md
@@ -19,9 +19,21 @@ demographics:
   race_native: 12
   hispanic: 9
   bachelors_plus: 24
+districts:
+  - to: "us/states/hi/districts/02"
+    rel: in-district
+    area_weight: 0.2466
+  - to: "us/states/hi/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2307
+  - to: "us/states/hi/districts/house/13"
+    rel: in-district
+    area_weight: 0.2307
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, hi]
 timestamp: "2026-07-03"
@@ -50,6 +62,13 @@ County jurisdiction.
 | Hispanic/Latino | 9 |
 | Bachelor's or higher | 24 |
 
+## Districts
+
+- [HI-02](/us/states/hi/districts/02.md) — 25% (congressional)
+- [HI Senate District 7](/us/states/hi/districts/senate/7.md) — 23% (state senate)
+- [HI House District 13](/us/states/hi/districts/house/13.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/hi/counties/kauai/index.md b/data/jurisdictions/us/states/hi/counties/kauai/index.md
index 7144f2fa24..12ec525510 100644
--- a/data/jurisdictions/us/states/hi/counties/kauai/index.md
+++ b/data/jurisdictions/us/states/hi/counties/kauai/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 146
   hispanic: 7804
   bachelors_plus: 21597
+districts:
+  - to: "us/states/hi/districts/02"
+    rel: in-district
+    area_weight: 0.4937
+  - to: "us/states/hi/districts/senate/8"
+    rel: in-district
+    area_weight: 0.4972
+  - to: "us/states/hi/districts/house/17"
+    rel: in-district
+    area_weight: 0.2699
+  - to: "us/states/hi/districts/house/15"
+    rel: in-district
+    area_weight: 0.1482
+  - to: "us/states/hi/districts/house/16"
+    rel: in-district
+    area_weight: 0.0791
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, hi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 7804 |
 | Bachelor's or higher | 21597 |
 
+## Districts
+
+- [HI-02](/us/states/hi/districts/02.md) — 49% (congressional)
+- [HI Senate District 8](/us/states/hi/districts/senate/8.md) — 50% (state senate)
+- [HI House District 17](/us/states/hi/districts/house/17.md) — 27% (state house)
+- [HI House District 15](/us/states/hi/districts/house/15.md) — 15% (state house)
+- [HI House District 16](/us/states/hi/districts/house/16.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/hi/counties/maui/index.md b/data/jurisdictions/us/states/hi/counties/maui/index.md
index aa29246260..2686a9882e 100644
--- a/data/jurisdictions/us/states/hi/counties/maui/index.md
+++ b/data/jurisdictions/us/states/hi/counties/maui/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 549
   hispanic: 17435
   bachelors_plus: 49219
+districts:
+  - to: "us/states/hi/districts/02"
+    rel: in-district
+    area_weight: 0.4863
+  - to: "us/states/hi/districts/senate/7"
+    rel: in-district
+    area_weight: 0.3875
+  - to: "us/states/hi/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0694
+  - to: "us/states/hi/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0295
+  - to: "us/states/hi/districts/house/13"
+    rel: in-district
+    area_weight: 0.2915
+  - to: "us/states/hi/districts/house/12"
+    rel: in-district
+    area_weight: 0.1027
+  - to: "us/states/hi/districts/house/14"
+    rel: in-district
+    area_weight: 0.0587
+  - to: "us/states/hi/districts/house/11"
+    rel: in-district
+    area_weight: 0.015
+  - to: "us/states/hi/districts/house/10"
+    rel: in-district
+    area_weight: 0.0094
+  - to: "us/states/hi/districts/house/9"
+    rel: in-district
+    area_weight: 0.0091
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, hi]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 17435 |
 | Bachelor's or higher | 49219 |
 
+## Districts
+
+- [HI-02](/us/states/hi/districts/02.md) — 49% (congressional)
+- [HI Senate District 7](/us/states/hi/districts/senate/7.md) — 39% (state senate)
+- [HI Senate District 6](/us/states/hi/districts/senate/6.md) — 7% (state senate)
+- [HI Senate District 5](/us/states/hi/districts/senate/5.md) — 3% (state senate)
+- [HI House District 13](/us/states/hi/districts/house/13.md) — 29% (state house)
+- [HI House District 12](/us/states/hi/districts/house/12.md) — 10% (state house)
+- [HI House District 14](/us/states/hi/districts/house/14.md) — 6% (state house)
+- [HI House District 11](/us/states/hi/districts/house/11.md) — 2% (state house)
+- [HI House District 10](/us/states/hi/districts/house/10.md) — 1% (state house)
+- [HI House District 9](/us/states/hi/districts/house/9.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/hi/districts/01.md b/data/jurisdictions/us/states/hi/districts/01.md
new file mode 100644
index 0000000000..6a99c134bd
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/01.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "HI-01"
+classification: congressional-district
+state: "HI"
+district: "HI-01"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI-01
+
+Congressional district HI-01.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/02.md b/data/jurisdictions/us/states/hi/districts/02.md
new file mode 100644
index 0000000000..bbcbc8c791
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/02.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "HI-02"
+classification: congressional-district
+state: "HI"
+district: "HI-02"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI-02
+
+Congressional district HI-02.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/1.md b/data/jurisdictions/us/states/hi/districts/house/1.md
new file mode 100644
index 0000000000..f8b501d0fa
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 1"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 1
+
+State House district 1 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/10.md b/data/jurisdictions/us/states/hi/districts/house/10.md
new file mode 100644
index 0000000000..5188a124fe
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 10"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 10
+
+State House district 10 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/11.md b/data/jurisdictions/us/states/hi/districts/house/11.md
new file mode 100644
index 0000000000..849a11d7b9
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 11"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 11
+
+State House district 11 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/12.md b/data/jurisdictions/us/states/hi/districts/house/12.md
new file mode 100644
index 0000000000..3681f03454
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 12"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 12
+
+State House district 12 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/13.md b/data/jurisdictions/us/states/hi/districts/house/13.md
new file mode 100644
index 0000000000..381220f97b
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 13"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 13
+
+State House district 13 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/14.md b/data/jurisdictions/us/states/hi/districts/house/14.md
new file mode 100644
index 0000000000..3b73c124e8
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 14"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 14
+
+State House district 14 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/15.md b/data/jurisdictions/us/states/hi/districts/house/15.md
new file mode 100644
index 0000000000..c7a9a883b5
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 15"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 15
+
+State House district 15 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/16.md b/data/jurisdictions/us/states/hi/districts/house/16.md
new file mode 100644
index 0000000000..d10c03cdd7
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 16"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 16
+
+State House district 16 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/17.md b/data/jurisdictions/us/states/hi/districts/house/17.md
new file mode 100644
index 0000000000..cc87e33e08
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 17"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 17
+
+State House district 17 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/18.md b/data/jurisdictions/us/states/hi/districts/house/18.md
new file mode 100644
index 0000000000..9efd66e597
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 18"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 18
+
+State House district 18 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/19.md b/data/jurisdictions/us/states/hi/districts/house/19.md
new file mode 100644
index 0000000000..536db68d46
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 19"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 19
+
+State House district 19 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/2.md b/data/jurisdictions/us/states/hi/districts/house/2.md
new file mode 100644
index 0000000000..54c65d6586
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 2"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 2
+
+State House district 2 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/20.md b/data/jurisdictions/us/states/hi/districts/house/20.md
new file mode 100644
index 0000000000..b015b7adf2
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 20"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 20
+
+State House district 20 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/21.md b/data/jurisdictions/us/states/hi/districts/house/21.md
new file mode 100644
index 0000000000..1bbc693ec4
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 21"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 21
+
+State House district 21 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/22.md b/data/jurisdictions/us/states/hi/districts/house/22.md
new file mode 100644
index 0000000000..b5ddc674b8
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 22"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 22
+
+State House district 22 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/23.md b/data/jurisdictions/us/states/hi/districts/house/23.md
new file mode 100644
index 0000000000..411afa8bfb
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 23"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 23
+
+State House district 23 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/24.md b/data/jurisdictions/us/states/hi/districts/house/24.md
new file mode 100644
index 0000000000..5718111713
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 24"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 24
+
+State House district 24 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/25.md b/data/jurisdictions/us/states/hi/districts/house/25.md
new file mode 100644
index 0000000000..457b1cec29
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 25"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 25
+
+State House district 25 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/26.md b/data/jurisdictions/us/states/hi/districts/house/26.md
new file mode 100644
index 0000000000..41ab19dfc3
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 26"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 26
+
+State House district 26 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/27.md b/data/jurisdictions/us/states/hi/districts/house/27.md
new file mode 100644
index 0000000000..28e3e5a417
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 27"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 27
+
+State House district 27 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/28.md b/data/jurisdictions/us/states/hi/districts/house/28.md
new file mode 100644
index 0000000000..ac15a01709
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 28"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 28
+
+State House district 28 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/29.md b/data/jurisdictions/us/states/hi/districts/house/29.md
new file mode 100644
index 0000000000..0acc9b989d
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 29"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 29
+
+State House district 29 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/3.md b/data/jurisdictions/us/states/hi/districts/house/3.md
new file mode 100644
index 0000000000..2f5c3e8c06
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 3"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 3
+
+State House district 3 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/30.md b/data/jurisdictions/us/states/hi/districts/house/30.md
new file mode 100644
index 0000000000..d0baa5a88f
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 30"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 30
+
+State House district 30 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/31.md b/data/jurisdictions/us/states/hi/districts/house/31.md
new file mode 100644
index 0000000000..83729fac1c
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 31"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 31
+
+State House district 31 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/32.md b/data/jurisdictions/us/states/hi/districts/house/32.md
new file mode 100644
index 0000000000..4249e9507f
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 32"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 32
+
+State House district 32 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/33.md b/data/jurisdictions/us/states/hi/districts/house/33.md
new file mode 100644
index 0000000000..b59c024bab
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 33"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 33
+
+State House district 33 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/34.md b/data/jurisdictions/us/states/hi/districts/house/34.md
new file mode 100644
index 0000000000..2cea6bb7e4
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 34"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 34
+
+State House district 34 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/35.md b/data/jurisdictions/us/states/hi/districts/house/35.md
new file mode 100644
index 0000000000..173c051373
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 35"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 35
+
+State House district 35 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/36.md b/data/jurisdictions/us/states/hi/districts/house/36.md
new file mode 100644
index 0000000000..73f7ce8f55
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 36"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 36
+
+State House district 36 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/37.md b/data/jurisdictions/us/states/hi/districts/house/37.md
new file mode 100644
index 0000000000..f9be7a1c8a
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 37"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 37
+
+State House district 37 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/38.md b/data/jurisdictions/us/states/hi/districts/house/38.md
new file mode 100644
index 0000000000..b6d05dc4b8
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 38"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 38
+
+State House district 38 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/39.md b/data/jurisdictions/us/states/hi/districts/house/39.md
new file mode 100644
index 0000000000..63bc39d586
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 39"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 39
+
+State House district 39 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/4.md b/data/jurisdictions/us/states/hi/districts/house/4.md
new file mode 100644
index 0000000000..2fdd9ae7ef
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 4"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 4
+
+State House district 4 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/40.md b/data/jurisdictions/us/states/hi/districts/house/40.md
new file mode 100644
index 0000000000..4ae7949c4c
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 40"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 40
+
+State House district 40 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/41.md b/data/jurisdictions/us/states/hi/districts/house/41.md
new file mode 100644
index 0000000000..0dadc15d5e
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 41"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 41
+
+State House district 41 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/42.md b/data/jurisdictions/us/states/hi/districts/house/42.md
new file mode 100644
index 0000000000..0398128980
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 42"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 42
+
+State House district 42 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/43.md b/data/jurisdictions/us/states/hi/districts/house/43.md
new file mode 100644
index 0000000000..b66ddc3017
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 43"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 43
+
+State House district 43 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/44.md b/data/jurisdictions/us/states/hi/districts/house/44.md
new file mode 100644
index 0000000000..d9c8c9ed6c
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 44"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 44
+
+State House district 44 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/45.md b/data/jurisdictions/us/states/hi/districts/house/45.md
new file mode 100644
index 0000000000..9d998962f3
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 45"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 45
+
+State House district 45 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/46.md b/data/jurisdictions/us/states/hi/districts/house/46.md
new file mode 100644
index 0000000000..7d0f9f3cd5
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 46"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 46
+
+State House district 46 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/47.md b/data/jurisdictions/us/states/hi/districts/house/47.md
new file mode 100644
index 0000000000..ec2e06d8d1
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 47"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 47
+
+State House district 47 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/48.md b/data/jurisdictions/us/states/hi/districts/house/48.md
new file mode 100644
index 0000000000..99e005d768
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 48"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 48
+
+State House district 48 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/49.md b/data/jurisdictions/us/states/hi/districts/house/49.md
new file mode 100644
index 0000000000..b5dbb72421
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 49"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 49
+
+State House district 49 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/5.md b/data/jurisdictions/us/states/hi/districts/house/5.md
new file mode 100644
index 0000000000..004d7d5d8b
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 5"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 5
+
+State House district 5 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/50.md b/data/jurisdictions/us/states/hi/districts/house/50.md
new file mode 100644
index 0000000000..83c378ef36
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 50"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 50
+
+State House district 50 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/51.md b/data/jurisdictions/us/states/hi/districts/house/51.md
new file mode 100644
index 0000000000..bccd1f8b81
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 51"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 51
+
+State House district 51 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/6.md b/data/jurisdictions/us/states/hi/districts/house/6.md
new file mode 100644
index 0000000000..8caf081c02
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 6"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 6
+
+State House district 6 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/7.md b/data/jurisdictions/us/states/hi/districts/house/7.md
new file mode 100644
index 0000000000..cab6dba51a
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 7"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 7
+
+State House district 7 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/8.md b/data/jurisdictions/us/states/hi/districts/house/8.md
new file mode 100644
index 0000000000..780204dc23
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 8"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 8
+
+State House district 8 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/house/9.md b/data/jurisdictions/us/states/hi/districts/house/9.md
new file mode 100644
index 0000000000..c44657391c
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI House District 9"
+classification: state-house-district
+state: "HI"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI House District 9
+
+State House district 9 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/1.md b/data/jurisdictions/us/states/hi/districts/senate/1.md
new file mode 100644
index 0000000000..1d33f62c69
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 1"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 1
+
+State Senate district 1 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/10.md b/data/jurisdictions/us/states/hi/districts/senate/10.md
new file mode 100644
index 0000000000..1e661b490c
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 10"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 10
+
+State Senate district 10 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/11.md b/data/jurisdictions/us/states/hi/districts/senate/11.md
new file mode 100644
index 0000000000..223acae409
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 11"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 11
+
+State Senate district 11 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/12.md b/data/jurisdictions/us/states/hi/districts/senate/12.md
new file mode 100644
index 0000000000..cf43c33dbd
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 12"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 12
+
+State Senate district 12 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/13.md b/data/jurisdictions/us/states/hi/districts/senate/13.md
new file mode 100644
index 0000000000..55127690e9
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 13"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 13
+
+State Senate district 13 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/14.md b/data/jurisdictions/us/states/hi/districts/senate/14.md
new file mode 100644
index 0000000000..dc7f2ac2d5
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 14"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 14
+
+State Senate district 14 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/15.md b/data/jurisdictions/us/states/hi/districts/senate/15.md
new file mode 100644
index 0000000000..c59891b033
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 15"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 15
+
+State Senate district 15 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/16.md b/data/jurisdictions/us/states/hi/districts/senate/16.md
new file mode 100644
index 0000000000..a7e8b35bbd
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 16"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 16
+
+State Senate district 16 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/17.md b/data/jurisdictions/us/states/hi/districts/senate/17.md
new file mode 100644
index 0000000000..532bed8a84
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 17"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 17
+
+State Senate district 17 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/18.md b/data/jurisdictions/us/states/hi/districts/senate/18.md
new file mode 100644
index 0000000000..fda299e9a7
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 18"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 18
+
+State Senate district 18 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/19.md b/data/jurisdictions/us/states/hi/districts/senate/19.md
new file mode 100644
index 0000000000..1d2c557fd1
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 19"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 19
+
+State Senate district 19 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/2.md b/data/jurisdictions/us/states/hi/districts/senate/2.md
new file mode 100644
index 0000000000..f6950e9ac6
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 2"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 2
+
+State Senate district 2 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/20.md b/data/jurisdictions/us/states/hi/districts/senate/20.md
new file mode 100644
index 0000000000..c8aa21475a
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 20"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 20
+
+State Senate district 20 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/21.md b/data/jurisdictions/us/states/hi/districts/senate/21.md
new file mode 100644
index 0000000000..f39f6d827a
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 21"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 21
+
+State Senate district 21 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/22.md b/data/jurisdictions/us/states/hi/districts/senate/22.md
new file mode 100644
index 0000000000..e60f9eedc0
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 22"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 22
+
+State Senate district 22 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/23.md b/data/jurisdictions/us/states/hi/districts/senate/23.md
new file mode 100644
index 0000000000..f90153da33
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 23"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 23
+
+State Senate district 23 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/24.md b/data/jurisdictions/us/states/hi/districts/senate/24.md
new file mode 100644
index 0000000000..c35bb821e5
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 24"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 24
+
+State Senate district 24 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/25.md b/data/jurisdictions/us/states/hi/districts/senate/25.md
new file mode 100644
index 0000000000..9689541c9e
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 25"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 25
+
+State Senate district 25 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/3.md b/data/jurisdictions/us/states/hi/districts/senate/3.md
new file mode 100644
index 0000000000..ebd64adc31
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 3"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 3
+
+State Senate district 3 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/4.md b/data/jurisdictions/us/states/hi/districts/senate/4.md
new file mode 100644
index 0000000000..5761342912
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 4"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 4
+
+State Senate district 4 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/5.md b/data/jurisdictions/us/states/hi/districts/senate/5.md
new file mode 100644
index 0000000000..475c3aaeaf
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 5"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 5
+
+State Senate district 5 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/6.md b/data/jurisdictions/us/states/hi/districts/senate/6.md
new file mode 100644
index 0000000000..7beb775daa
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 6"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 6
+
+State Senate district 6 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/7.md b/data/jurisdictions/us/states/hi/districts/senate/7.md
new file mode 100644
index 0000000000..adf596821d
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 7"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 7
+
+State Senate district 7 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/8.md b/data/jurisdictions/us/states/hi/districts/senate/8.md
new file mode 100644
index 0000000000..f517280be0
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 8"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 8
+
+State Senate district 8 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/districts/senate/9.md b/data/jurisdictions/us/states/hi/districts/senate/9.md
new file mode 100644
index 0000000000..89f6074c7f
--- /dev/null
+++ b/data/jurisdictions/us/states/hi/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "HI Senate District 9"
+classification: state-senate-district
+state: "HI"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, hi]
+timestamp: "2026-07-03"
+---
+
+# HI Senate District 9
+
+State Senate district 9 (HI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/hi/people/adrian-tam.md b/data/jurisdictions/us/states/hi/people/adrian-tam.md
index cc60347e4e..e1c21733f1 100644
--- a/data/jurisdictions/us/states/hi/people/adrian-tam.md
+++ b/data/jurisdictions/us/states/hi/people/adrian-tam.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 24"
+represents: "us/states/hi/districts/house/24"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 24 (HI State House of Representatives District 24).
 
+Represents [HI State House of Representatives District 24](/us/states/hi/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/amy-perruso.md b/data/jurisdictions/us/states/hi/people/amy-perruso.md
index 34efdb0db3..4a4eb6a04f 100644
--- a/data/jurisdictions/us/states/hi/people/amy-perruso.md
+++ b/data/jurisdictions/us/states/hi/people/amy-perruso.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 46"
+represents: "us/states/hi/districts/house/46"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 46 (HI State House of Representatives District 46).
 
+Represents [HI State House of Representatives District 46](/us/states/hi/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/andrew-garrett.md b/data/jurisdictions/us/states/hi/people/andrew-garrett.md
index a7f95da1b3..3fb624468d 100644
--- a/data/jurisdictions/us/states/hi/people/andrew-garrett.md
+++ b/data/jurisdictions/us/states/hi/people/andrew-garrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 22"
+represents: "us/states/hi/districts/house/22"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 22 (HI State House of Representatives District 22).
 
+Represents [HI State House of Representatives District 22](/us/states/hi/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/angus-mckelvey.md b/data/jurisdictions/us/states/hi/people/angus-mckelvey.md
index 99a9532f38..d08d32e6fc 100644
--- a/data/jurisdictions/us/states/hi/people/angus-mckelvey.md
+++ b/data/jurisdictions/us/states/hi/people/angus-mckelvey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 6"
+represents: "us/states/hi/districts/senate/6"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 6 (HI State Senate District 6).
 
+Represents [HI State Senate District 6](/us/states/hi/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/brandon-elefante.md b/data/jurisdictions/us/states/hi/people/brandon-elefante.md
index f63f6ed7cd..e4f5791d51 100644
--- a/data/jurisdictions/us/states/hi/people/brandon-elefante.md
+++ b/data/jurisdictions/us/states/hi/people/brandon-elefante.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 16"
+represents: "us/states/hi/districts/senate/16"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 16 (HI State Senate District 16).
 
+Represents [HI State Senate District 16](/us/states/hi/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/brenton-awa.md b/data/jurisdictions/us/states/hi/people/brenton-awa.md
index 119c6d3fe0..0bd02388b5 100644
--- a/data/jurisdictions/us/states/hi/people/brenton-awa.md
+++ b/data/jurisdictions/us/states/hi/people/brenton-awa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 23"
+represents: "us/states/hi/districts/senate/23"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 23 (HI State Senate District 23).
 
+Represents [HI State Senate District 23](/us/states/hi/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/carol-fukunaga.md b/data/jurisdictions/us/states/hi/people/carol-fukunaga.md
index 8e87a74152..543e1063df 100644
--- a/data/jurisdictions/us/states/hi/people/carol-fukunaga.md
+++ b/data/jurisdictions/us/states/hi/people/carol-fukunaga.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 11"
+represents: "us/states/hi/districts/senate/11"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 11 (HI State Senate District 11).
 
+Represents [HI State Senate District 11](/us/states/hi/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/chris-lee.md b/data/jurisdictions/us/states/hi/people/chris-lee.md
index 9ed8458f89..196382fae3 100644
--- a/data/jurisdictions/us/states/hi/people/chris-lee.md
+++ b/data/jurisdictions/us/states/hi/people/chris-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 25"
+represents: "us/states/hi/districts/senate/25"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 25 (HI State Senate District 25).
 
+Represents [HI State Senate District 25](/us/states/hi/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/chris-muraoka.md b/data/jurisdictions/us/states/hi/people/chris-muraoka.md
index 6eb114cd46..5d7db1343a 100644
--- a/data/jurisdictions/us/states/hi/people/chris-muraoka.md
+++ b/data/jurisdictions/us/states/hi/people/chris-muraoka.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 45"
+represents: "us/states/hi/districts/house/45"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 45 (HI State House of Representatives District 45).
 
+Represents [HI State House of Representatives District 45](/us/states/hi/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/chris-todd.md b/data/jurisdictions/us/states/hi/people/chris-todd.md
index 4dc090e37f..6d2542d5c5 100644
--- a/data/jurisdictions/us/states/hi/people/chris-todd.md
+++ b/data/jurisdictions/us/states/hi/people/chris-todd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 3"
+represents: "us/states/hi/districts/house/3"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 3 (HI State House of Representatives District 3).
 
+Represents [HI State House of Representatives District 3](/us/states/hi/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/cory-chun.md b/data/jurisdictions/us/states/hi/people/cory-chun.md
index 8fe13b3502..96f112f356 100644
--- a/data/jurisdictions/us/states/hi/people/cory-chun.md
+++ b/data/jurisdictions/us/states/hi/people/cory-chun.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 35"
+represents: "us/states/hi/districts/house/35"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 35 (HI State House of Representatives District 35).
 
+Represents [HI State House of Representatives District 35](/us/states/hi/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/cov-ratcliffe.md b/data/jurisdictions/us/states/hi/people/cov-ratcliffe.md
index 5b5ae9e800..484dedd34e 100644
--- a/data/jurisdictions/us/states/hi/people/cov-ratcliffe.md
+++ b/data/jurisdictions/us/states/hi/people/cov-ratcliffe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 28"
+represents: "us/states/hi/districts/house/28"
 tenure:
   start: "2026-04-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 28 (HI State House of Representatives District 28).
 
+Represents [HI State House of Representatives District 28](/us/states/hi/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/daisy-hartsfield.md b/data/jurisdictions/us/states/hi/people/daisy-hartsfield.md
index d281c37d03..bb39864a16 100644
--- a/data/jurisdictions/us/states/hi/people/daisy-hartsfield.md
+++ b/data/jurisdictions/us/states/hi/people/daisy-hartsfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 36"
+represents: "us/states/hi/districts/house/36"
 tenure:
   start: "2026-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 36 (HI State House of Representatives District 36).
 
+Represents [HI State House of Representatives District 36](/us/states/hi/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/darius-kila.md b/data/jurisdictions/us/states/hi/people/darius-kila.md
index 84baa8fb54..89a82142d4 100644
--- a/data/jurisdictions/us/states/hi/people/darius-kila.md
+++ b/data/jurisdictions/us/states/hi/people/darius-kila.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 44"
+represents: "us/states/hi/districts/house/44"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 44 (HI State House of Representatives District 44).
 
+Represents [HI State House of Representatives District 44](/us/states/hi/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/david-alcos.md b/data/jurisdictions/us/states/hi/people/david-alcos.md
index c0ffce909b..3b14072d98 100644
--- a/data/jurisdictions/us/states/hi/people/david-alcos.md
+++ b/data/jurisdictions/us/states/hi/people/david-alcos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 41"
+represents: "us/states/hi/districts/house/41"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 41 (HI State House of Representatives District 41).
 
+Represents [HI State House of Representatives District 41](/us/states/hi/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/david-tarnas.md b/data/jurisdictions/us/states/hi/people/david-tarnas.md
index 165a1d6aa3..4ab7d4dc87 100644
--- a/data/jurisdictions/us/states/hi/people/david-tarnas.md
+++ b/data/jurisdictions/us/states/hi/people/david-tarnas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 8"
+represents: "us/states/hi/districts/house/8"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 8 (HI State House of Representatives District 8).
 
+Represents [HI State House of Representatives District 8](/us/states/hi/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/dee-morikawa.md b/data/jurisdictions/us/states/hi/people/dee-morikawa.md
index 63df0af9e8..522c954c25 100644
--- a/data/jurisdictions/us/states/hi/people/dee-morikawa.md
+++ b/data/jurisdictions/us/states/hi/people/dee-morikawa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 17"
+represents: "us/states/hi/districts/house/17"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 17 (HI State House of Representatives District 17).
 
+Represents [HI State House of Representatives District 17](/us/states/hi/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/della-belatti.md b/data/jurisdictions/us/states/hi/people/della-belatti.md
index 438572b7f4..41537dcb04 100644
--- a/data/jurisdictions/us/states/hi/people/della-belatti.md
+++ b/data/jurisdictions/us/states/hi/people/della-belatti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 26"
+represents: "us/states/hi/districts/house/26"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 26 (HI State House of Representatives District 26).
 
+Represents [HI State House of Representatives District 26](/us/states/hi/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/diamond-garcia.md b/data/jurisdictions/us/states/hi/people/diamond-garcia.md
index f450ff4c2d..b7188e10f9 100644
--- a/data/jurisdictions/us/states/hi/people/diamond-garcia.md
+++ b/data/jurisdictions/us/states/hi/people/diamond-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 42"
+represents: "us/states/hi/districts/house/42"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 42 (HI State House of Representatives District 42).
 
+Represents [HI State House of Representatives District 42](/us/states/hi/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/donna-kim.md b/data/jurisdictions/us/states/hi/people/donna-kim.md
index 33745723d6..e21fa2f7ad 100644
--- a/data/jurisdictions/us/states/hi/people/donna-kim.md
+++ b/data/jurisdictions/us/states/hi/people/donna-kim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 14"
+represents: "us/states/hi/districts/senate/14"
 tenure:
   start: "2002-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 14 (HI State Senate District 14).
 
+Represents [HI State Senate District 14](/us/states/hi/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/donovan-dela-cruz.md b/data/jurisdictions/us/states/hi/people/donovan-dela-cruz.md
index aeecd5fa39..0276014650 100644
--- a/data/jurisdictions/us/states/hi/people/donovan-dela-cruz.md
+++ b/data/jurisdictions/us/states/hi/people/donovan-dela-cruz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 17"
+represents: "us/states/hi/districts/senate/17"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 17 (HI State Senate District 17).
 
+Represents [HI State Senate District 17](/us/states/hi/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/dru-kanuha.md b/data/jurisdictions/us/states/hi/people/dru-kanuha.md
index 6a17d44345..61084777e9 100644
--- a/data/jurisdictions/us/states/hi/people/dru-kanuha.md
+++ b/data/jurisdictions/us/states/hi/people/dru-kanuha.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 3"
+represents: "us/states/hi/districts/senate/3"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 3 (HI State Senate District 3).
 
+Represents [HI State Senate District 3](/us/states/hi/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/elijah-pierick.md b/data/jurisdictions/us/states/hi/people/elijah-pierick.md
index f93388f671..17ed11d4c6 100644
--- a/data/jurisdictions/us/states/hi/people/elijah-pierick.md
+++ b/data/jurisdictions/us/states/hi/people/elijah-pierick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 39"
+represents: "us/states/hi/districts/house/39"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 39 (HI State House of Representatives District 39).
 
+Represents [HI State House of Representatives District 39](/us/states/hi/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/elle-cochran.md b/data/jurisdictions/us/states/hi/people/elle-cochran.md
index 2a9a5c46b4..dbdda112e4 100644
--- a/data/jurisdictions/us/states/hi/people/elle-cochran.md
+++ b/data/jurisdictions/us/states/hi/people/elle-cochran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 14"
+represents: "us/states/hi/districts/house/14"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 14 (HI State House of Representatives District 14).
 
+Represents [HI State House of Representatives District 14](/us/states/hi/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/garner-shimizu.md b/data/jurisdictions/us/states/hi/people/garner-shimizu.md
index e8d192fd55..61438541d9 100644
--- a/data/jurisdictions/us/states/hi/people/garner-shimizu.md
+++ b/data/jurisdictions/us/states/hi/people/garner-shimizu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 32"
+represents: "us/states/hi/districts/house/32"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 32 (HI State House of Representatives District 32).
 
+Represents [HI State House of Representatives District 32](/us/states/hi/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/glenn-wakai.md b/data/jurisdictions/us/states/hi/people/glenn-wakai.md
index e176a43b4b..ab544cbbe3 100644
--- a/data/jurisdictions/us/states/hi/people/glenn-wakai.md
+++ b/data/jurisdictions/us/states/hi/people/glenn-wakai.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 15"
+represents: "us/states/hi/districts/senate/15"
 tenure:
   start: "2011-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 15 (HI State Senate District 15).
 
+Represents [HI State Senate District 15](/us/states/hi/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/gregg-takayama.md b/data/jurisdictions/us/states/hi/people/gregg-takayama.md
index 7851d0e30f..9f9ffc00ba 100644
--- a/data/jurisdictions/us/states/hi/people/gregg-takayama.md
+++ b/data/jurisdictions/us/states/hi/people/gregg-takayama.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 34"
+represents: "us/states/hi/districts/house/34"
 tenure:
   start: "2013-01-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 34 (HI State House of Representatives District 34).
 
+Represents [HI State House of Representatives District 34](/us/states/hi/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/greggor-ilagan.md b/data/jurisdictions/us/states/hi/people/greggor-ilagan.md
index 2ec15f78a5..cac5e8a316 100644
--- a/data/jurisdictions/us/states/hi/people/greggor-ilagan.md
+++ b/data/jurisdictions/us/states/hi/people/greggor-ilagan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 4"
+represents: "us/states/hi/districts/house/4"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 4 (HI State House of Representatives District 4).
 
+Represents [HI State House of Representatives District 4](/us/states/hi/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/ikaika-hussey.md b/data/jurisdictions/us/states/hi/people/ikaika-hussey.md
index 31ca96f741..4eb69464c2 100644
--- a/data/jurisdictions/us/states/hi/people/ikaika-hussey.md
+++ b/data/jurisdictions/us/states/hi/people/ikaika-hussey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 29"
+represents: "us/states/hi/districts/house/29"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 29 (HI State House of Representatives District 29).
 
+Represents [HI State House of Representatives District 29](/us/states/hi/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/ikaika-olds.md b/data/jurisdictions/us/states/hi/people/ikaika-olds.md
index f042eab529..517a29feb1 100644
--- a/data/jurisdictions/us/states/hi/people/ikaika-olds.md
+++ b/data/jurisdictions/us/states/hi/people/ikaika-olds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 23"
+represents: "us/states/hi/districts/house/23"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 23 (HI State House of Representatives District 23).
 
+Represents [HI State House of Representatives District 23](/us/states/hi/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/jackson-sayama.md b/data/jurisdictions/us/states/hi/people/jackson-sayama.md
index bb8141cd3c..0901f3c830 100644
--- a/data/jurisdictions/us/states/hi/people/jackson-sayama.md
+++ b/data/jurisdictions/us/states/hi/people/jackson-sayama.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 21"
+represents: "us/states/hi/districts/house/21"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 21 (HI State House of Representatives District 21).
 
+Represents [HI State House of Representatives District 21](/us/states/hi/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/jarrett-keohokalole.md b/data/jurisdictions/us/states/hi/people/jarrett-keohokalole.md
index 91c59ac2b5..d73ad7a93e 100644
--- a/data/jurisdictions/us/states/hi/people/jarrett-keohokalole.md
+++ b/data/jurisdictions/us/states/hi/people/jarrett-keohokalole.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 24"
+represents: "us/states/hi/districts/senate/24"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 24 (HI State Senate District 24).
 
+Represents [HI State Senate District 24](/us/states/hi/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/jeanne-kapela.md b/data/jurisdictions/us/states/hi/people/jeanne-kapela.md
index e13f23941e..c5e80b6e3a 100644
--- a/data/jurisdictions/us/states/hi/people/jeanne-kapela.md
+++ b/data/jurisdictions/us/states/hi/people/jeanne-kapela.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 5"
+represents: "us/states/hi/districts/house/5"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 5 (HI State House of Representatives District 5).
 
+Represents [HI State House of Representatives District 5](/us/states/hi/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/jenna-takenouchi.md b/data/jurisdictions/us/states/hi/people/jenna-takenouchi.md
index 5136be0fbc..e5d5f7d087 100644
--- a/data/jurisdictions/us/states/hi/people/jenna-takenouchi.md
+++ b/data/jurisdictions/us/states/hi/people/jenna-takenouchi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 27"
+represents: "us/states/hi/districts/house/27"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 27 (HI State House of Representatives District 27).
 
+Represents [HI State House of Representatives District 27](/us/states/hi/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/joe-gedeon.md b/data/jurisdictions/us/states/hi/people/joe-gedeon.md
index fbb1a02390..776679bc85 100644
--- a/data/jurisdictions/us/states/hi/people/joe-gedeon.md
+++ b/data/jurisdictions/us/states/hi/people/joe-gedeon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 18"
+represents: "us/states/hi/districts/house/18"
 tenure:
   start: "2025-05-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 18 (HI State House of Representatives District 18).
 
+Represents [HI State House of Representatives District 18](/us/states/hi/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/joy-san-buenaventura.md b/data/jurisdictions/us/states/hi/people/joy-san-buenaventura.md
index ddd66548de..727c106356 100644
--- a/data/jurisdictions/us/states/hi/people/joy-san-buenaventura.md
+++ b/data/jurisdictions/us/states/hi/people/joy-san-buenaventura.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 2"
+represents: "us/states/hi/districts/senate/2"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 2 (HI State Senate District 2).
 
+Represents [HI State Senate District 2](/us/states/hi/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/julie-reyes-oda.md b/data/jurisdictions/us/states/hi/people/julie-reyes-oda.md
index f4b1839a0c..8ce2054bba 100644
--- a/data/jurisdictions/us/states/hi/people/julie-reyes-oda.md
+++ b/data/jurisdictions/us/states/hi/people/julie-reyes-oda.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 40"
+represents: "us/states/hi/districts/house/40"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 40 (HI State House of Representatives District 40).
 
+Represents [HI State House of Representatives District 40](/us/states/hi/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/justin-woodson.md b/data/jurisdictions/us/states/hi/people/justin-woodson.md
index 9ad2c6f6b2..2fc991c060 100644
--- a/data/jurisdictions/us/states/hi/people/justin-woodson.md
+++ b/data/jurisdictions/us/states/hi/people/justin-woodson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 9"
+represents: "us/states/hi/districts/house/9"
 tenure:
   start: "2013-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 9 (HI State House of Representatives District 9).
 
+Represents [HI State House of Representatives District 9](/us/states/hi/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/kanani-souza.md b/data/jurisdictions/us/states/hi/people/kanani-souza.md
index fab1c2178e..55806e722a 100644
--- a/data/jurisdictions/us/states/hi/people/kanani-souza.md
+++ b/data/jurisdictions/us/states/hi/people/kanani-souza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 43"
+represents: "us/states/hi/districts/house/43"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 43 (HI State House of Representatives District 43).
 
+Represents [HI State House of Representatives District 43](/us/states/hi/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/karl-rhoads.md b/data/jurisdictions/us/states/hi/people/karl-rhoads.md
index b7ac1285b6..186d6a477d 100644
--- a/data/jurisdictions/us/states/hi/people/karl-rhoads.md
+++ b/data/jurisdictions/us/states/hi/people/karl-rhoads.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 13"
+represents: "us/states/hi/districts/senate/13"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 13 (HI State Senate District 13).
 
+Represents [HI State Senate District 13](/us/states/hi/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/kim-coco-iwamoto.md b/data/jurisdictions/us/states/hi/people/kim-coco-iwamoto.md
index 05ed2e2108..6bbf252a8a 100644
--- a/data/jurisdictions/us/states/hi/people/kim-coco-iwamoto.md
+++ b/data/jurisdictions/us/states/hi/people/kim-coco-iwamoto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 25"
+represents: "us/states/hi/districts/house/25"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 25 (HI State House of Representatives District 25).
 
+Represents [HI State House of Representatives District 25](/us/states/hi/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/kirstin-kahaloa.md b/data/jurisdictions/us/states/hi/people/kirstin-kahaloa.md
index 2374da22c4..4680e961b6 100644
--- a/data/jurisdictions/us/states/hi/people/kirstin-kahaloa.md
+++ b/data/jurisdictions/us/states/hi/people/kirstin-kahaloa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 6"
+represents: "us/states/hi/districts/house/6"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 6 (HI State House of Representatives District 6).
 
+Represents [HI State House of Representatives District 6](/us/states/hi/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/kurt-fevella.md b/data/jurisdictions/us/states/hi/people/kurt-fevella.md
index d7518d7d05..ea7767a713 100644
--- a/data/jurisdictions/us/states/hi/people/kurt-fevella.md
+++ b/data/jurisdictions/us/states/hi/people/kurt-fevella.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 20"
+represents: "us/states/hi/districts/senate/20"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 20 (HI State Senate District 20).
 
+Represents [HI State Senate District 20](/us/states/hi/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/kyle-yamashita.md b/data/jurisdictions/us/states/hi/people/kyle-yamashita.md
index b217ac63d4..c710ee185f 100644
--- a/data/jurisdictions/us/states/hi/people/kyle-yamashita.md
+++ b/data/jurisdictions/us/states/hi/people/kyle-yamashita.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 12"
+represents: "us/states/hi/districts/house/12"
 tenure:
   start: "2004-11-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 12 (HI State House of Representatives District 12).
 
+Represents [HI State House of Representatives District 12](/us/states/hi/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/lauren-matsumoto.md b/data/jurisdictions/us/states/hi/people/lauren-matsumoto.md
index 2e410c7480..03e01c18d7 100644
--- a/data/jurisdictions/us/states/hi/people/lauren-matsumoto.md
+++ b/data/jurisdictions/us/states/hi/people/lauren-matsumoto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 38"
+represents: "us/states/hi/districts/house/38"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 38 (HI State House of Representatives District 38).
 
+Represents [HI State House of Representatives District 38](/us/states/hi/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/les-ihara.md b/data/jurisdictions/us/states/hi/people/les-ihara.md
index 0b32383932..114598c1c8 100644
--- a/data/jurisdictions/us/states/hi/people/les-ihara.md
+++ b/data/jurisdictions/us/states/hi/people/les-ihara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 10"
+represents: "us/states/hi/districts/senate/10"
 tenure:
   start: "2013-01-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 10 (HI State Senate District 10).
 
+Represents [HI State Senate District 10](/us/states/hi/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/linda-ichiyama.md b/data/jurisdictions/us/states/hi/people/linda-ichiyama.md
index 6492ecc043..a46a156cc8 100644
--- a/data/jurisdictions/us/states/hi/people/linda-ichiyama.md
+++ b/data/jurisdictions/us/states/hi/people/linda-ichiyama.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 31"
+represents: "us/states/hi/districts/house/31"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 31 (HI State House of Representatives District 31).
 
+Represents [HI State House of Representatives District 31](/us/states/hi/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/lisa-kitagawa.md b/data/jurisdictions/us/states/hi/people/lisa-kitagawa.md
index 9f868bea5d..e52c3464d0 100644
--- a/data/jurisdictions/us/states/hi/people/lisa-kitagawa.md
+++ b/data/jurisdictions/us/states/hi/people/lisa-kitagawa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 48"
+represents: "us/states/hi/districts/house/48"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 48 (HI State House of Representatives District 48).
 
+Represents [HI State House of Representatives District 48](/us/states/hi/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/lisa-marten.md b/data/jurisdictions/us/states/hi/people/lisa-marten.md
index 37f854a058..7c728ba46e 100644
--- a/data/jurisdictions/us/states/hi/people/lisa-marten.md
+++ b/data/jurisdictions/us/states/hi/people/lisa-marten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 51"
+represents: "us/states/hi/districts/house/51"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 51 (HI State House of Representatives District 51).
 
+Represents [HI State House of Representatives District 51](/us/states/hi/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/lorraine-inouye.md b/data/jurisdictions/us/states/hi/people/lorraine-inouye.md
index 335e6f387c..04e8e9713a 100644
--- a/data/jurisdictions/us/states/hi/people/lorraine-inouye.md
+++ b/data/jurisdictions/us/states/hi/people/lorraine-inouye.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 1"
+represents: "us/states/hi/districts/senate/1"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 1 (HI State Senate District 1).
 
+Represents [HI State Senate District 1](/us/states/hi/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/luke-evslin.md b/data/jurisdictions/us/states/hi/people/luke-evslin.md
index 9805e4d83f..6110be9321 100644
--- a/data/jurisdictions/us/states/hi/people/luke-evslin.md
+++ b/data/jurisdictions/us/states/hi/people/luke-evslin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 16"
+represents: "us/states/hi/districts/house/16"
 tenure:
   start: "2023-02-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 16 (HI State House of Representatives District 16).
 
+Represents [HI State House of Representatives District 16](/us/states/hi/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/lynn-decoite.md b/data/jurisdictions/us/states/hi/people/lynn-decoite.md
index 73e532d2e6..015438cce3 100644
--- a/data/jurisdictions/us/states/hi/people/lynn-decoite.md
+++ b/data/jurisdictions/us/states/hi/people/lynn-decoite.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 7"
+represents: "us/states/hi/districts/senate/7"
 tenure:
   start: "2021-06-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 7 (HI State Senate District 7).
 
+Represents [HI State Senate District 7](/us/states/hi/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/mahina-poepoe.md b/data/jurisdictions/us/states/hi/people/mahina-poepoe.md
index e3c20fc9a7..0b02351427 100644
--- a/data/jurisdictions/us/states/hi/people/mahina-poepoe.md
+++ b/data/jurisdictions/us/states/hi/people/mahina-poepoe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 13"
+represents: "us/states/hi/districts/house/13"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 13 (HI State House of Representatives District 13).
 
+Represents [HI State House of Representatives District 13](/us/states/hi/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/mark-hashem.md b/data/jurisdictions/us/states/hi/people/mark-hashem.md
index 2e1fbab264..f7811fcbe8 100644
--- a/data/jurisdictions/us/states/hi/people/mark-hashem.md
+++ b/data/jurisdictions/us/states/hi/people/mark-hashem.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 19"
+represents: "us/states/hi/districts/house/19"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 19 (HI State House of Representatives District 19).
 
+Represents [HI State House of Representatives District 19](/us/states/hi/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/matthias-kusch.md b/data/jurisdictions/us/states/hi/people/matthias-kusch.md
index 0c48df1026..846f53fbc2 100644
--- a/data/jurisdictions/us/states/hi/people/matthias-kusch.md
+++ b/data/jurisdictions/us/states/hi/people/matthias-kusch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 1"
+represents: "us/states/hi/districts/house/1"
 tenure:
   start: "2024-11-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 1 (HI State House of Representatives District 1).
 
+Represents [HI State House of Representatives District 1](/us/states/hi/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/michelle-kidani.md b/data/jurisdictions/us/states/hi/people/michelle-kidani.md
index 940f2a1f1c..25ef6b2be3 100644
--- a/data/jurisdictions/us/states/hi/people/michelle-kidani.md
+++ b/data/jurisdictions/us/states/hi/people/michelle-kidani.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 18"
+represents: "us/states/hi/districts/senate/18"
 tenure:
   start: "2013-01-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 18 (HI State Senate District 18).
 
+Represents [HI State Senate District 18](/us/states/hi/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/mike-gabbard.md b/data/jurisdictions/us/states/hi/people/mike-gabbard.md
index 6c525131b9..366d9e3f5c 100644
--- a/data/jurisdictions/us/states/hi/people/mike-gabbard.md
+++ b/data/jurisdictions/us/states/hi/people/mike-gabbard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 21"
+represents: "us/states/hi/districts/senate/21"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 21 (HI State Senate District 21).
 
+Represents [HI State Senate District 21](/us/states/hi/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/mike-lee.md b/data/jurisdictions/us/states/hi/people/mike-lee.md
index 978551b555..af06180e30 100644
--- a/data/jurisdictions/us/states/hi/people/mike-lee.md
+++ b/data/jurisdictions/us/states/hi/people/mike-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 50"
+represents: "us/states/hi/districts/house/50"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 50 (HI State House of Representatives District 50).
 
+Represents [HI State House of Representatives District 50](/us/states/hi/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/nadine-nakamura.md b/data/jurisdictions/us/states/hi/people/nadine-nakamura.md
index e636bddafc..225835c3b4 100644
--- a/data/jurisdictions/us/states/hi/people/nadine-nakamura.md
+++ b/data/jurisdictions/us/states/hi/people/nadine-nakamura.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 15"
+represents: "us/states/hi/districts/house/15"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 15 (HI State House of Representatives District 15).
 
+Represents [HI State House of Representatives District 15](/us/states/hi/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/nicole-lowen.md b/data/jurisdictions/us/states/hi/people/nicole-lowen.md
index b6f79a102a..36fc3bc11f 100644
--- a/data/jurisdictions/us/states/hi/people/nicole-lowen.md
+++ b/data/jurisdictions/us/states/hi/people/nicole-lowen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 7"
+represents: "us/states/hi/districts/house/7"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 7 (HI State House of Representatives District 7).
 
+Represents [HI State House of Representatives District 7](/us/states/hi/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/rachele-lamosao.md b/data/jurisdictions/us/states/hi/people/rachele-lamosao.md
index 576660b759..43397ccdda 100644
--- a/data/jurisdictions/us/states/hi/people/rachele-lamosao.md
+++ b/data/jurisdictions/us/states/hi/people/rachele-lamosao.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 19"
+represents: "us/states/hi/districts/senate/19"
 tenure:
   start: "2025-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 19 (HI State Senate District 19).
 
+Represents [HI State Senate District 19](/us/states/hi/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/ron-kouchi.md b/data/jurisdictions/us/states/hi/people/ron-kouchi.md
index d74b587162..583b454e21 100644
--- a/data/jurisdictions/us/states/hi/people/ron-kouchi.md
+++ b/data/jurisdictions/us/states/hi/people/ron-kouchi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 8"
+represents: "us/states/hi/districts/senate/8"
 tenure:
   start: "2012-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 8 (HI State Senate District 8).
 
+Represents [HI State Senate District 8](/us/states/hi/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/sam-kong.md b/data/jurisdictions/us/states/hi/people/sam-kong.md
index 97943f1d9d..a0fbf041c8 100644
--- a/data/jurisdictions/us/states/hi/people/sam-kong.md
+++ b/data/jurisdictions/us/states/hi/people/sam-kong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 33"
+represents: "us/states/hi/districts/house/33"
 tenure:
   start: "2014-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 33 (HI State House of Representatives District 33).
 
+Represents [HI State House of Representatives District 33](/us/states/hi/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/samantha-decorte.md b/data/jurisdictions/us/states/hi/people/samantha-decorte.md
index 7d40828cde..af5db066a8 100644
--- a/data/jurisdictions/us/states/hi/people/samantha-decorte.md
+++ b/data/jurisdictions/us/states/hi/people/samantha-decorte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 22"
+represents: "us/states/hi/districts/senate/22"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 22 (HI State Senate District 22).
 
+Represents [HI State Senate District 22](/us/states/hi/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/scot-matayoshi.md b/data/jurisdictions/us/states/hi/people/scot-matayoshi.md
index 23018a5627..2a3a994259 100644
--- a/data/jurisdictions/us/states/hi/people/scot-matayoshi.md
+++ b/data/jurisdictions/us/states/hi/people/scot-matayoshi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 49"
+represents: "us/states/hi/districts/house/49"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 49 (HI State House of Representatives District 49).
 
+Represents [HI State House of Representatives District 49](/us/states/hi/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/sean-quinlan.md b/data/jurisdictions/us/states/hi/people/sean-quinlan.md
index 89009a4aa6..354514784e 100644
--- a/data/jurisdictions/us/states/hi/people/sean-quinlan.md
+++ b/data/jurisdictions/us/states/hi/people/sean-quinlan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 47"
+represents: "us/states/hi/districts/house/47"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 47 (HI State House of Representatives District 47).
 
+Represents [HI State House of Representatives District 47](/us/states/hi/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/sharon-moriwaki.md b/data/jurisdictions/us/states/hi/people/sharon-moriwaki.md
index 00e3f944b7..2cb2755596 100644
--- a/data/jurisdictions/us/states/hi/people/sharon-moriwaki.md
+++ b/data/jurisdictions/us/states/hi/people/sharon-moriwaki.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 12"
+represents: "us/states/hi/districts/senate/12"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 12 (HI State Senate District 12).
 
+Represents [HI State Senate District 12](/us/states/hi/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/shirley-templo.md b/data/jurisdictions/us/states/hi/people/shirley-templo.md
index 3ede636484..1ce16674f5 100644
--- a/data/jurisdictions/us/states/hi/people/shirley-templo.md
+++ b/data/jurisdictions/us/states/hi/people/shirley-templo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 30"
+represents: "us/states/hi/districts/house/30"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 30 (HI State House of Representatives District 30).
 
+Represents [HI State House of Representatives District 30](/us/states/hi/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/stanley-chang.md b/data/jurisdictions/us/states/hi/people/stanley-chang.md
index d013f2e0a0..c657eb1dfe 100644
--- a/data/jurisdictions/us/states/hi/people/stanley-chang.md
+++ b/data/jurisdictions/us/states/hi/people/stanley-chang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 9"
+represents: "us/states/hi/districts/senate/9"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 9 (HI State Senate District 9).
 
+Represents [HI State Senate District 9](/us/states/hi/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/sue-lee-loy.md b/data/jurisdictions/us/states/hi/people/sue-lee-loy.md
index 6760c2d05e..2c8d68dca1 100644
--- a/data/jurisdictions/us/states/hi/people/sue-lee-loy.md
+++ b/data/jurisdictions/us/states/hi/people/sue-lee-loy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 2"
+represents: "us/states/hi/districts/house/2"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 2 (HI State House of Representatives District 2).
 
+Represents [HI State House of Representatives District 2](/us/states/hi/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/terez-amato.md b/data/jurisdictions/us/states/hi/people/terez-amato.md
index 5bec514da3..4394c8bc94 100644
--- a/data/jurisdictions/us/states/hi/people/terez-amato.md
+++ b/data/jurisdictions/us/states/hi/people/terez-amato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 11"
+represents: "us/states/hi/districts/house/11"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 11 (HI State House of Representatives District 11).
 
+Represents [HI State House of Representatives District 11](/us/states/hi/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/tim-richards.md b/data/jurisdictions/us/states/hi/people/tim-richards.md
index 04b6f01924..11bf40e9e2 100644
--- a/data/jurisdictions/us/states/hi/people/tim-richards.md
+++ b/data/jurisdictions/us/states/hi/people/tim-richards.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 4"
+represents: "us/states/hi/districts/senate/4"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 4 (HI State Senate District 4).
 
+Represents [HI State Senate District 4](/us/states/hi/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/tina-grandinetti.md b/data/jurisdictions/us/states/hi/people/tina-grandinetti.md
index 20ab80c63a..0ada75b29e 100644
--- a/data/jurisdictions/us/states/hi/people/tina-grandinetti.md
+++ b/data/jurisdictions/us/states/hi/people/tina-grandinetti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 20"
+represents: "us/states/hi/districts/house/20"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 20 (HI State House of Representatives District 20).
 
+Represents [HI State House of Representatives District 20](/us/states/hi/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/trish-la-chica.md b/data/jurisdictions/us/states/hi/people/trish-la-chica.md
index de9aac6ba1..85cd2b4e80 100644
--- a/data/jurisdictions/us/states/hi/people/trish-la-chica.md
+++ b/data/jurisdictions/us/states/hi/people/trish-la-chica.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 37"
+represents: "us/states/hi/districts/house/37"
 tenure:
   start: "2023-02-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 37 (HI State House of Representatives District 37).
 
+Represents [HI State House of Representatives District 37](/us/states/hi/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/troy-hashimoto.md b/data/jurisdictions/us/states/hi/people/troy-hashimoto.md
index a59f66f14e..84344fac44 100644
--- a/data/jurisdictions/us/states/hi/people/troy-hashimoto.md
+++ b/data/jurisdictions/us/states/hi/people/troy-hashimoto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State Senate District 5"
+represents: "us/states/hi/districts/senate/5"
 tenure:
   start: "2023-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI Senate District 5 (HI State Senate District 5).
 
+Represents [HI State Senate District 5](/us/states/hi/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/hi/people/tyson-miyake.md b/data/jurisdictions/us/states/hi/people/tyson-miyake.md
index 8ea0537777..478aa1d701 100644
--- a/data/jurisdictions/us/states/hi/people/tyson-miyake.md
+++ b/data/jurisdictions/us/states/hi/people/tyson-miyake.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "HI"
 district: "HI State House of Representatives District 10"
+represents: "us/states/hi/districts/house/10"
 tenure:
   start: "2023-12-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current HI House District 10 (HI State House of Representatives District 10).
 
+Represents [HI State House of Representatives District 10](/us/states/hi/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/counties/adair/index.md b/data/jurisdictions/us/states/ia/counties/adair/index.md
index b410df503f..538a9eed84 100644
--- a/data/jurisdictions/us/states/ia/counties/adair/index.md
+++ b/data/jurisdictions/us/states/ia/counties/adair/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 235
   bachelors_plus: 1315
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/23"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 235 |
 | Bachelor's or higher | 1315 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 12](/us/states/ia/districts/senate/12.md) — 100% (state senate)
+- [IA House District 23](/us/states/ia/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/adams/index.md b/data/jurisdictions/us/states/ia/counties/adams/index.md
index 0c8aed7d0f..9f72ba5cbe 100644
--- a/data/jurisdictions/us/states/ia/counties/adams/index.md
+++ b/data/jurisdictions/us/states/ia/counties/adams/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 63
   bachelors_plus: 854
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/9"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/house/17"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 63 |
 | Bachelor's or higher | 854 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 9](/us/states/ia/districts/senate/9.md) — 100% (state senate)
+- [IA House District 17](/us/states/ia/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/allamakee/index.md b/data/jurisdictions/us/states/ia/counties/allamakee/index.md
index 2ae2be11b6..02cb9111ac 100644
--- a/data/jurisdictions/us/states/ia/counties/allamakee/index.md
+++ b/data/jurisdictions/us/states/ia/counties/allamakee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 124
   hispanic: 1289
   bachelors_plus: 2797
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/64"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1289 |
 | Bachelor's or higher | 2797 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 32](/us/states/ia/districts/senate/32.md) — 100% (state senate)
+- [IA House District 64](/us/states/ia/districts/house/64.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/appanoose/index.md b/data/jurisdictions/us/states/ia/counties/appanoose/index.md
index abfee223ef..1958ffbd3e 100644
--- a/data/jurisdictions/us/states/ia/counties/appanoose/index.md
+++ b/data/jurisdictions/us/states/ia/counties/appanoose/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3
   hispanic: 249
   bachelors_plus: 2113
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/13"
+    rel: in-district
+    area_weight: 0.814
+  - to: "us/states/ia/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1859
+  - to: "us/states/ia/districts/house/26"
+    rel: in-district
+    area_weight: 0.814
+  - to: "us/states/ia/districts/house/24"
+    rel: in-district
+    area_weight: 0.1859
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 249 |
 | Bachelor's or higher | 2113 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 13](/us/states/ia/districts/senate/13.md) — 81% (state senate)
+- [IA Senate District 12](/us/states/ia/districts/senate/12.md) — 19% (state senate)
+- [IA House District 26](/us/states/ia/districts/house/26.md) — 81% (state house)
+- [IA House District 24](/us/states/ia/districts/house/24.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/audubon/index.md b/data/jurisdictions/us/states/ia/counties/audubon/index.md
index 656200cfd5..fcd338aaf8 100644
--- a/data/jurisdictions/us/states/ia/counties/audubon/index.md
+++ b/data/jurisdictions/us/states/ia/counties/audubon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 140
   bachelors_plus: 995
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ia/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/11"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 140 |
 | Bachelor's or higher | 995 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 6](/us/states/ia/districts/senate/6.md) — 100% (state senate)
+- [IA House District 11](/us/states/ia/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/benton/index.md b/data/jurisdictions/us/states/ia/counties/benton/index.md
index 3e9c8dcfe2..aea02e0d21 100644
--- a/data/jurisdictions/us/states/ia/counties/benton/index.md
+++ b/data/jurisdictions/us/states/ia/counties/benton/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 26
   hispanic: 507
   bachelors_plus: 6074
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/senate/42"
+    rel: in-district
+    area_weight: 0.8388
+  - to: "us/states/ia/districts/senate/38"
+    rel: in-district
+    area_weight: 0.1611
+  - to: "us/states/ia/districts/house/84"
+    rel: in-district
+    area_weight: 0.8388
+  - to: "us/states/ia/districts/house/76"
+    rel: in-district
+    area_weight: 0.1611
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 507 |
 | Bachelor's or higher | 6074 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 42](/us/states/ia/districts/senate/42.md) — 84% (state senate)
+- [IA Senate District 38](/us/states/ia/districts/senate/38.md) — 16% (state senate)
+- [IA House District 84](/us/states/ia/districts/house/84.md) — 84% (state house)
+- [IA House District 76](/us/states/ia/districts/house/76.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/black-hawk/index.md b/data/jurisdictions/us/states/ia/counties/black-hawk/index.md
index fcda6d392b..3014d0a7c9 100644
--- a/data/jurisdictions/us/states/ia/counties/black-hawk/index.md
+++ b/data/jurisdictions/us/states/ia/counties/black-hawk/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 382
   hispanic: 6861
   bachelors_plus: 34410
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/34"
+    rel: in-district
+    area_weight: 0.3564
+  - to: "us/states/ia/districts/senate/38"
+    rel: in-district
+    area_weight: 0.3543
+  - to: "us/states/ia/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1927
+  - to: "us/states/ia/districts/house/68"
+    rel: in-district
+    area_weight: 0.3563
+  - to: "us/states/ia/districts/house/76"
+    rel: in-district
+    area_weight: 0.3188
+  - to: "us/states/ia/districts/house/54"
+    rel: in-district
+    area_weight: 0.1927
+  - to: "us/states/ia/districts/house/62"
+    rel: in-district
+    area_weight: 0.0561
+  - to: "us/states/ia/districts/house/61"
+    rel: in-district
+    area_weight: 0.0405
+  - to: "us/states/ia/districts/house/75"
+    rel: in-district
+    area_weight: 0.0355
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 6861 |
 | Bachelor's or higher | 34410 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 34](/us/states/ia/districts/senate/34.md) — 36% (state senate)
+- [IA Senate District 38](/us/states/ia/districts/senate/38.md) — 35% (state senate)
+- [IA Senate District 27](/us/states/ia/districts/senate/27.md) — 19% (state senate)
+- [IA House District 68](/us/states/ia/districts/house/68.md) — 36% (state house)
+- [IA House District 76](/us/states/ia/districts/house/76.md) — 32% (state house)
+- [IA House District 54](/us/states/ia/districts/house/54.md) — 19% (state house)
+- [IA House District 62](/us/states/ia/districts/house/62.md) — 6% (state house)
+- [IA House District 61](/us/states/ia/districts/house/61.md) — 4% (state house)
+- [IA House District 75](/us/states/ia/districts/house/75.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/boone/index.md b/data/jurisdictions/us/states/ia/counties/boone/index.md
index 029a1e94a2..e0bacb7057 100644
--- a/data/jurisdictions/us/states/ia/counties/boone/index.md
+++ b/data/jurisdictions/us/states/ia/counties/boone/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 783
   bachelors_plus: 7262
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/48"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 783 |
 | Bachelor's or higher | 7262 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 24](/us/states/ia/districts/senate/24.md) — 100% (state senate)
+- [IA House District 48](/us/states/ia/districts/house/48.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/bremer/index.md b/data/jurisdictions/us/states/ia/counties/bremer/index.md
index 78d0f7ab0f..8287ba9dd2 100644
--- a/data/jurisdictions/us/states/ia/counties/bremer/index.md
+++ b/data/jurisdictions/us/states/ia/counties/bremer/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 12
   hispanic: 528
   bachelors_plus: 8039
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/29"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/house/58"
+    rel: in-district
+    area_weight: 0.6665
+  - to: "us/states/ia/districts/house/57"
+    rel: in-district
+    area_weight: 0.3335
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 528 |
 | Bachelor's or higher | 8039 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 29](/us/states/ia/districts/senate/29.md) — 100% (state senate)
+- [IA House District 58](/us/states/ia/districts/house/58.md) — 67% (state house)
+- [IA House District 57](/us/states/ia/districts/house/57.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/buchanan/index.md b/data/jurisdictions/us/states/ia/counties/buchanan/index.md
index b8011b90a2..0f5812665f 100644
--- a/data/jurisdictions/us/states/ia/counties/buchanan/index.md
+++ b/data/jurisdictions/us/states/ia/counties/buchanan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 58
   hispanic: 400
   bachelors_plus: 3929
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/67"
+    rel: in-district
+    area_weight: 0.5594
+  - to: "us/states/ia/districts/house/68"
+    rel: in-district
+    area_weight: 0.4405
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 400 |
 | Bachelor's or higher | 3929 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 34](/us/states/ia/districts/senate/34.md) — 100% (state senate)
+- [IA House District 67](/us/states/ia/districts/house/67.md) — 56% (state house)
+- [IA House District 68](/us/states/ia/districts/house/68.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/buena-vista/index.md b/data/jurisdictions/us/states/ia/counties/buena-vista/index.md
index cd2205832e..88af153fea 100644
--- a/data/jurisdictions/us/states/ia/counties/buena-vista/index.md
+++ b/data/jurisdictions/us/states/ia/counties/buena-vista/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 85
   hispanic: 6094
   bachelors_plus: 3884
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/6"
+    rel: in-district
+    area_weight: 0.7506
+  - to: "us/states/ia/districts/house/5"
+    rel: in-district
+    area_weight: 0.2493
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 6094 |
 | Bachelor's or higher | 3884 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 3](/us/states/ia/districts/senate/3.md) — 100% (state senate)
+- [IA House District 6](/us/states/ia/districts/house/6.md) — 75% (state house)
+- [IA House District 5](/us/states/ia/districts/house/5.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/butler/index.md b/data/jurisdictions/us/states/ia/counties/butler/index.md
index 1c28e6227f..b09f240370 100644
--- a/data/jurisdictions/us/states/ia/counties/butler/index.md
+++ b/data/jurisdictions/us/states/ia/counties/butler/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 249
   bachelors_plus: 2687
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/57"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 249 |
 | Bachelor's or higher | 2687 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 29](/us/states/ia/districts/senate/29.md) — 100% (state senate)
+- [IA House District 57](/us/states/ia/districts/house/57.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/calhoun/index.md b/data/jurisdictions/us/states/ia/counties/calhoun/index.md
index 143cf54c5f..9a38a3f32c 100644
--- a/data/jurisdictions/us/states/ia/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/ia/counties/calhoun/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 266
   bachelors_plus: 1981
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/4"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/house/7"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 266 |
 | Bachelor's or higher | 1981 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 4](/us/states/ia/districts/senate/4.md) — 100% (state senate)
+- [IA House District 7](/us/states/ia/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/carroll/index.md b/data/jurisdictions/us/states/ia/counties/carroll/index.md
index 84ffe9deec..6434365bcb 100644
--- a/data/jurisdictions/us/states/ia/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/ia/counties/carroll/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 720
   bachelors_plus: 4226
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/11"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 720 |
 | Bachelor's or higher | 4226 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 6](/us/states/ia/districts/senate/6.md) — 100% (state senate)
+- [IA House District 11](/us/states/ia/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/cass/index.md b/data/jurisdictions/us/states/ia/counties/cass/index.md
index 2fd4ef3efe..d15eebb3be 100644
--- a/data/jurisdictions/us/states/ia/counties/cass/index.md
+++ b/data/jurisdictions/us/states/ia/counties/cass/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 43
   hispanic: 357
   bachelors_plus: 2511
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/18"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 357 |
 | Bachelor's or higher | 2511 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 9](/us/states/ia/districts/senate/9.md) — 100% (state senate)
+- [IA House District 18](/us/states/ia/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/cedar/index.md b/data/jurisdictions/us/states/ia/counties/cedar/index.md
index a1c77451d5..372fe33e41 100644
--- a/data/jurisdictions/us/states/ia/counties/cedar/index.md
+++ b/data/jurisdictions/us/states/ia/counties/cedar/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 507
   bachelors_plus: 3901
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/41"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/82"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 507 |
 | Bachelor's or higher | 3901 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 41](/us/states/ia/districts/senate/41.md) — 100% (state senate)
+- [IA House District 82](/us/states/ia/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/cerro-gordo/index.md b/data/jurisdictions/us/states/ia/counties/cerro-gordo/index.md
index 4671ba2638..6424944538 100644
--- a/data/jurisdictions/us/states/ia/counties/cerro-gordo/index.md
+++ b/data/jurisdictions/us/states/ia/counties/cerro-gordo/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 77
   hispanic: 2397
   bachelors_plus: 9788
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/59"
+    rel: in-district
+    area_weight: 0.6282
+  - to: "us/states/ia/districts/house/60"
+    rel: in-district
+    area_weight: 0.3717
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2397 |
 | Bachelor's or higher | 9788 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 30](/us/states/ia/districts/senate/30.md) — 100% (state senate)
+- [IA House District 59](/us/states/ia/districts/house/59.md) — 63% (state house)
+- [IA House District 60](/us/states/ia/districts/house/60.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/cherokee/index.md b/data/jurisdictions/us/states/ia/counties/cherokee/index.md
index 0dafe6ff7a..dacaee5d52 100644
--- a/data/jurisdictions/us/states/ia/counties/cherokee/index.md
+++ b/data/jurisdictions/us/states/ia/counties/cherokee/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 0
   hispanic: 621
   bachelors_plus: 2638
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/3"
+    rel: in-district
+    area_weight: 0.5606
+  - to: "us/states/ia/districts/senate/7"
+    rel: in-district
+    area_weight: 0.4394
+  - to: "us/states/ia/districts/house/5"
+    rel: in-district
+    area_weight: 0.5606
+  - to: "us/states/ia/districts/house/13"
+    rel: in-district
+    area_weight: 0.4394
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 621 |
 | Bachelor's or higher | 2638 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 3](/us/states/ia/districts/senate/3.md) — 56% (state senate)
+- [IA Senate District 7](/us/states/ia/districts/senate/7.md) — 44% (state senate)
+- [IA House District 5](/us/states/ia/districts/house/5.md) — 56% (state house)
+- [IA House District 13](/us/states/ia/districts/house/13.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/chickasaw/index.md b/data/jurisdictions/us/states/ia/counties/chickasaw/index.md
index 143f13500b..ca18e6032d 100644
--- a/data/jurisdictions/us/states/ia/counties/chickasaw/index.md
+++ b/data/jurisdictions/us/states/ia/counties/chickasaw/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 46
   hispanic: 545
   bachelors_plus: 2179
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/58"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 545 |
 | Bachelor's or higher | 2179 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 29](/us/states/ia/districts/senate/29.md) — 100% (state senate)
+- [IA House District 58](/us/states/ia/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/clarke/index.md b/data/jurisdictions/us/states/ia/counties/clarke/index.md
index 2e42e641cc..e4815d7882 100644
--- a/data/jurisdictions/us/states/ia/counties/clarke/index.md
+++ b/data/jurisdictions/us/states/ia/counties/clarke/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 97
   hispanic: 1624
   bachelors_plus: 1378
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/24"
+    rel: in-district
+    area_weight: 0.7496
+  - to: "us/states/ia/districts/house/23"
+    rel: in-district
+    area_weight: 0.2504
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1624 |
 | Bachelor's or higher | 1378 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 12](/us/states/ia/districts/senate/12.md) — 100% (state senate)
+- [IA House District 24](/us/states/ia/districts/house/24.md) — 75% (state house)
+- [IA House District 23](/us/states/ia/districts/house/23.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/clay/index.md b/data/jurisdictions/us/states/ia/counties/clay/index.md
index 9595819ff8..26b591b072 100644
--- a/data/jurisdictions/us/states/ia/counties/clay/index.md
+++ b/data/jurisdictions/us/states/ia/counties/clay/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 26
   hispanic: 781
   bachelors_plus: 3952
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/3"
+    rel: in-district
+    area_weight: 0.6351
+  - to: "us/states/ia/districts/senate/5"
+    rel: in-district
+    area_weight: 0.3649
+  - to: "us/states/ia/districts/house/6"
+    rel: in-district
+    area_weight: 0.6351
+  - to: "us/states/ia/districts/house/10"
+    rel: in-district
+    area_weight: 0.3649
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 781 |
 | Bachelor's or higher | 3952 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 3](/us/states/ia/districts/senate/3.md) — 64% (state senate)
+- [IA Senate District 5](/us/states/ia/districts/senate/5.md) — 36% (state senate)
+- [IA House District 6](/us/states/ia/districts/house/6.md) — 64% (state house)
+- [IA House District 10](/us/states/ia/districts/house/10.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/clayton/index.md b/data/jurisdictions/us/states/ia/counties/clayton/index.md
index 6bb7daf61d..9b5717d78d 100644
--- a/data/jurisdictions/us/states/ia/counties/clayton/index.md
+++ b/data/jurisdictions/us/states/ia/counties/clayton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 394
   bachelors_plus: 2242
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/64"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 394 |
 | Bachelor's or higher | 2242 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 32](/us/states/ia/districts/senate/32.md) — 100% (state senate)
+- [IA House District 64](/us/states/ia/districts/house/64.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/clinton/index.md b/data/jurisdictions/us/states/ia/counties/clinton/index.md
index c6a3643a7c..a3b300fd7b 100644
--- a/data/jurisdictions/us/states/ia/counties/clinton/index.md
+++ b/data/jurisdictions/us/states/ia/counties/clinton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 126
   hispanic: 1668
   bachelors_plus: 9475
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/69"
+    rel: in-district
+    area_weight: 0.3252
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 12 officeholders mapped.
 | Hispanic/Latino | 1668 |
 | Bachelor's or higher | 9475 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 35](/us/states/ia/districts/senate/35.md) — 100% (state senate)
+- [IA House District 69](/us/states/ia/districts/house/69.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/crawford/index.md b/data/jurisdictions/us/states/ia/counties/crawford/index.md
index f55078ff43..d60998817a 100644
--- a/data/jurisdictions/us/states/ia/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/ia/counties/crawford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 117
   hispanic: 5019
   bachelors_plus: 2325
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/12"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 5019 |
 | Bachelor's or higher | 2325 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 6](/us/states/ia/districts/senate/6.md) — 100% (state senate)
+- [IA House District 12](/us/states/ia/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/dallas/index.md b/data/jurisdictions/us/states/ia/counties/dallas/index.md
index c077443ee8..dc34abf341 100644
--- a/data/jurisdictions/us/states/ia/counties/dallas/index.md
+++ b/data/jurisdictions/us/states/ia/counties/dallas/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 186
   hispanic: 7453
   bachelors_plus: 49277
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/24"
+    rel: in-district
+    area_weight: 0.3747
+  - to: "us/states/ia/districts/senate/23"
+    rel: in-district
+    area_weight: 0.2217
+  - to: "us/states/ia/districts/senate/14"
+    rel: in-district
+    area_weight: 0.204
+  - to: "us/states/ia/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1977
+  - to: "us/states/ia/districts/house/47"
+    rel: in-district
+    area_weight: 0.3746
+  - to: "us/states/ia/districts/house/46"
+    rel: in-district
+    area_weight: 0.2217
+  - to: "us/states/ia/districts/house/23"
+    rel: in-district
+    area_weight: 0.1977
+  - to: "us/states/ia/districts/house/28"
+    rel: in-district
+    area_weight: 0.1598
+  - to: "us/states/ia/districts/house/27"
+    rel: in-district
+    area_weight: 0.0442
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 7453 |
 | Bachelor's or higher | 49277 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 24](/us/states/ia/districts/senate/24.md) — 37% (state senate)
+- [IA Senate District 23](/us/states/ia/districts/senate/23.md) — 22% (state senate)
+- [IA Senate District 14](/us/states/ia/districts/senate/14.md) — 20% (state senate)
+- [IA Senate District 12](/us/states/ia/districts/senate/12.md) — 20% (state senate)
+- [IA House District 47](/us/states/ia/districts/house/47.md) — 37% (state house)
+- [IA House District 46](/us/states/ia/districts/house/46.md) — 22% (state house)
+- [IA House District 23](/us/states/ia/districts/house/23.md) — 20% (state house)
+- [IA House District 28](/us/states/ia/districts/house/28.md) — 16% (state house)
+- [IA House District 27](/us/states/ia/districts/house/27.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/davis/index.md b/data/jurisdictions/us/states/ia/counties/davis/index.md
index 767d4b6483..07b4635421 100644
--- a/data/jurisdictions/us/states/ia/counties/davis/index.md
+++ b/data/jurisdictions/us/states/ia/counties/davis/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 223
   bachelors_plus: 1271
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/ia/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/26"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 223 |
 | Bachelor's or higher | 1271 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 13](/us/states/ia/districts/senate/13.md) — 100% (state senate)
+- [IA House District 26](/us/states/ia/districts/house/26.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/decatur/index.md b/data/jurisdictions/us/states/ia/counties/decatur/index.md
index 8c20117d4a..8206b96605 100644
--- a/data/jurisdictions/us/states/ia/counties/decatur/index.md
+++ b/data/jurisdictions/us/states/ia/counties/decatur/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 274
   bachelors_plus: 1661
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/24"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 274 |
 | Bachelor's or higher | 1661 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 12](/us/states/ia/districts/senate/12.md) — 100% (state senate)
+- [IA House District 24](/us/states/ia/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/delaware/index.md b/data/jurisdictions/us/states/ia/counties/delaware/index.md
index a240235f1f..95b82b1bae 100644
--- a/data/jurisdictions/us/states/ia/counties/delaware/index.md
+++ b/data/jurisdictions/us/states/ia/counties/delaware/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 188
   hispanic: 301
   bachelors_plus: 3555
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/67"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 301 |
 | Bachelor's or higher | 3555 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 34](/us/states/ia/districts/senate/34.md) — 100% (state senate)
+- [IA House District 67](/us/states/ia/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/des-moines/index.md b/data/jurisdictions/us/states/ia/counties/des-moines/index.md
index 1a26c1ed94..0550d00c94 100644
--- a/data/jurisdictions/us/states/ia/counties/des-moines/index.md
+++ b/data/jurisdictions/us/states/ia/counties/des-moines/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 126
   hispanic: 1415
   bachelors_plus: 8472
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/48"
+    rel: in-district
+    area_weight: 0.7334
+  - to: "us/states/ia/districts/senate/50"
+    rel: in-district
+    area_weight: 0.2665
+  - to: "us/states/ia/districts/house/95"
+    rel: in-district
+    area_weight: 0.7334
+  - to: "us/states/ia/districts/house/99"
+    rel: in-district
+    area_weight: 0.2665
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 1415 |
 | Bachelor's or higher | 8472 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 48](/us/states/ia/districts/senate/48.md) — 73% (state senate)
+- [IA Senate District 50](/us/states/ia/districts/senate/50.md) — 27% (state senate)
+- [IA House District 95](/us/states/ia/districts/house/95.md) — 73% (state house)
+- [IA House District 99](/us/states/ia/districts/house/99.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/dickinson/index.md b/data/jurisdictions/us/states/ia/counties/dickinson/index.md
index eae4de39af..036576381d 100644
--- a/data/jurisdictions/us/states/ia/counties/dickinson/index.md
+++ b/data/jurisdictions/us/states/ia/counties/dickinson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 513
   bachelors_plus: 5379
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ia/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/10"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 513 |
 | Bachelor's or higher | 5379 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 5](/us/states/ia/districts/senate/5.md) — 100% (state senate)
+- [IA House District 10](/us/states/ia/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/dubuque/index.md b/data/jurisdictions/us/states/ia/counties/dubuque/index.md
index c492933cf9..a6a011b945 100644
--- a/data/jurisdictions/us/states/ia/counties/dubuque/index.md
+++ b/data/jurisdictions/us/states/ia/counties/dubuque/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 39
   hispanic: 3234
   bachelors_plus: 30135
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ia/districts/senate/33"
+    rel: in-district
+    area_weight: 0.7612
+  - to: "us/states/ia/districts/senate/36"
+    rel: in-district
+    area_weight: 0.1194
+  - to: "us/states/ia/districts/senate/34"
+    rel: in-district
+    area_weight: 0.06
+  - to: "us/states/ia/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0593
+  - to: "us/states/ia/districts/house/65"
+    rel: in-district
+    area_weight: 0.7611
+  - to: "us/states/ia/districts/house/72"
+    rel: in-district
+    area_weight: 0.0972
+  - to: "us/states/ia/districts/house/67"
+    rel: in-district
+    area_weight: 0.06
+  - to: "us/states/ia/districts/house/64"
+    rel: in-district
+    area_weight: 0.0593
+  - to: "us/states/ia/districts/house/71"
+    rel: in-district
+    area_weight: 0.0222
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 3234 |
 | Bachelor's or higher | 30135 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 33](/us/states/ia/districts/senate/33.md) — 76% (state senate)
+- [IA Senate District 36](/us/states/ia/districts/senate/36.md) — 12% (state senate)
+- [IA Senate District 34](/us/states/ia/districts/senate/34.md) — 6% (state senate)
+- [IA Senate District 32](/us/states/ia/districts/senate/32.md) — 6% (state senate)
+- [IA House District 65](/us/states/ia/districts/house/65.md) — 76% (state house)
+- [IA House District 72](/us/states/ia/districts/house/72.md) — 10% (state house)
+- [IA House District 67](/us/states/ia/districts/house/67.md) — 6% (state house)
+- [IA House District 64](/us/states/ia/districts/house/64.md) — 6% (state house)
+- [IA House District 71](/us/states/ia/districts/house/71.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/emmet/index.md b/data/jurisdictions/us/states/ia/counties/emmet/index.md
index 7c77c505fa..2c03684ce3 100644
--- a/data/jurisdictions/us/states/ia/counties/emmet/index.md
+++ b/data/jurisdictions/us/states/ia/counties/emmet/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 942
   bachelors_plus: 1410
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ia/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/9"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 942 |
 | Bachelor's or higher | 1410 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 5](/us/states/ia/districts/senate/5.md) — 100% (state senate)
+- [IA House District 9](/us/states/ia/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/fayette/index.md b/data/jurisdictions/us/states/ia/counties/fayette/index.md
index caa078932d..0c441be059 100644
--- a/data/jurisdictions/us/states/ia/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/ia/counties/fayette/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 69
   hispanic: 593
   bachelors_plus: 3595
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/34"
+    rel: in-district
+    area_weight: 0.7983
+  - to: "us/states/ia/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2016
+  - to: "us/states/ia/districts/house/68"
+    rel: in-district
+    area_weight: 0.7983
+  - to: "us/states/ia/districts/house/63"
+    rel: in-district
+    area_weight: 0.2015
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 593 |
 | Bachelor's or higher | 3595 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 34](/us/states/ia/districts/senate/34.md) — 80% (state senate)
+- [IA Senate District 32](/us/states/ia/districts/senate/32.md) — 20% (state senate)
+- [IA House District 68](/us/states/ia/districts/house/68.md) — 80% (state house)
+- [IA House District 63](/us/states/ia/districts/house/63.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/floyd/index.md b/data/jurisdictions/us/states/ia/counties/floyd/index.md
index a7396c516b..737b2ed14b 100644
--- a/data/jurisdictions/us/states/ia/counties/floyd/index.md
+++ b/data/jurisdictions/us/states/ia/counties/floyd/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 8
   hispanic: 595
   bachelors_plus: 2458
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/29"
+    rel: in-district
+    area_weight: 0.8356
+  - to: "us/states/ia/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1644
+  - to: "us/states/ia/districts/house/58"
+    rel: in-district
+    area_weight: 0.8356
+  - to: "us/states/ia/districts/house/60"
+    rel: in-district
+    area_weight: 0.1644
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 595 |
 | Bachelor's or higher | 2458 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 29](/us/states/ia/districts/senate/29.md) — 84% (state senate)
+- [IA Senate District 30](/us/states/ia/districts/senate/30.md) — 16% (state senate)
+- [IA House District 58](/us/states/ia/districts/house/58.md) — 84% (state house)
+- [IA House District 60](/us/states/ia/districts/house/60.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/franklin/index.md b/data/jurisdictions/us/states/ia/counties/franklin/index.md
index a556348e4f..982b00e6ed 100644
--- a/data/jurisdictions/us/states/ia/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/ia/counties/franklin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 1642
   bachelors_plus: 1665
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/55"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1642 |
 | Bachelor's or higher | 1665 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 28](/us/states/ia/districts/senate/28.md) — 100% (state senate)
+- [IA House District 55](/us/states/ia/districts/house/55.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/fremont/index.md b/data/jurisdictions/us/states/ia/counties/fremont/index.md
index 176f1b83bb..dcacb016a5 100644
--- a/data/jurisdictions/us/states/ia/counties/fremont/index.md
+++ b/data/jurisdictions/us/states/ia/counties/fremont/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 219
   bachelors_plus: 1141
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/16"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 219 |
 | Bachelor's or higher | 1141 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 8](/us/states/ia/districts/senate/8.md) — 100% (state senate)
+- [IA House District 16](/us/states/ia/districts/house/16.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/greene/index.md b/data/jurisdictions/us/states/ia/counties/greene/index.md
index 6586ef076b..fb1beb33ee 100644
--- a/data/jurisdictions/us/states/ia/counties/greene/index.md
+++ b/data/jurisdictions/us/states/ia/counties/greene/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 307
   bachelors_plus: 1636
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ia/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/47"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 307 |
 | Bachelor's or higher | 1636 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 24](/us/states/ia/districts/senate/24.md) — 100% (state senate)
+- [IA House District 47](/us/states/ia/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/grundy/index.md b/data/jurisdictions/us/states/ia/counties/grundy/index.md
index 9b3516678d..00632d0f6a 100644
--- a/data/jurisdictions/us/states/ia/counties/grundy/index.md
+++ b/data/jurisdictions/us/states/ia/counties/grundy/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 58
   hispanic: 219
   bachelors_plus: 3049
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/27"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/house/54"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 219 |
 | Bachelor's or higher | 3049 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 27](/us/states/ia/districts/senate/27.md) — 100% (state senate)
+- [IA House District 54](/us/states/ia/districts/house/54.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/guthrie/index.md b/data/jurisdictions/us/states/ia/counties/guthrie/index.md
index 9a8c53515c..4ff81e7f8a 100644
--- a/data/jurisdictions/us/states/ia/counties/guthrie/index.md
+++ b/data/jurisdictions/us/states/ia/counties/guthrie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 331
   bachelors_plus: 2555
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/47"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 331 |
 | Bachelor's or higher | 2555 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 24](/us/states/ia/districts/senate/24.md) — 100% (state senate)
+- [IA House District 47](/us/states/ia/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/hamilton/index.md b/data/jurisdictions/us/states/ia/counties/hamilton/index.md
index a921557640..1f3d87fc5c 100644
--- a/data/jurisdictions/us/states/ia/counties/hamilton/index.md
+++ b/data/jurisdictions/us/states/ia/counties/hamilton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 49
   hispanic: 1510
   bachelors_plus: 3043
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/55"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1510 |
 | Bachelor's or higher | 3043 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 28](/us/states/ia/districts/senate/28.md) — 100% (state senate)
+- [IA House District 55](/us/states/ia/districts/house/55.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/hancock/index.md b/data/jurisdictions/us/states/ia/counties/hancock/index.md
index ab2077b77e..dcfad695e2 100644
--- a/data/jurisdictions/us/states/ia/counties/hancock/index.md
+++ b/data/jurisdictions/us/states/ia/counties/hancock/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 635
   bachelors_plus: 1961
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/56"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 635 |
 | Bachelor's or higher | 1961 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 28](/us/states/ia/districts/senate/28.md) — 100% (state senate)
+- [IA House District 56](/us/states/ia/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/hardin/index.md b/data/jurisdictions/us/states/ia/counties/hardin/index.md
index a7d6c0295b..316deb7910 100644
--- a/data/jurisdictions/us/states/ia/counties/hardin/index.md
+++ b/data/jurisdictions/us/states/ia/counties/hardin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 152
   hispanic: 911
   bachelors_plus: 3399
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ia/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/54"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 911 |
 | Bachelor's or higher | 3399 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 27](/us/states/ia/districts/senate/27.md) — 100% (state senate)
+- [IA House District 54](/us/states/ia/districts/house/54.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/harrison/index.md b/data/jurisdictions/us/states/ia/counties/harrison/index.md
index a6e97f3427..47b0bb8afe 100644
--- a/data/jurisdictions/us/states/ia/counties/harrison/index.md
+++ b/data/jurisdictions/us/states/ia/counties/harrison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 328
   bachelors_plus: 2841
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ia/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ia/districts/house/15"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 328 |
 | Bachelor's or higher | 2841 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 8](/us/states/ia/districts/senate/8.md) — 100% (state senate)
+- [IA House District 15](/us/states/ia/districts/house/15.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/henry/index.md b/data/jurisdictions/us/states/ia/counties/henry/index.md
index 9ef007f4e6..3b6eac752b 100644
--- a/data/jurisdictions/us/states/ia/counties/henry/index.md
+++ b/data/jurisdictions/us/states/ia/counties/henry/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 106
   hispanic: 1109
   bachelors_plus: 4177
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/48"
+    rel: in-district
+    area_weight: 0.7493
+  - to: "us/states/ia/districts/senate/44"
+    rel: in-district
+    area_weight: 0.2506
+  - to: "us/states/ia/districts/house/95"
+    rel: in-district
+    area_weight: 0.7493
+  - to: "us/states/ia/districts/house/87"
+    rel: in-district
+    area_weight: 0.2506
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1109 |
 | Bachelor's or higher | 4177 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 48](/us/states/ia/districts/senate/48.md) — 75% (state senate)
+- [IA Senate District 44](/us/states/ia/districts/senate/44.md) — 25% (state senate)
+- [IA House District 95](/us/states/ia/districts/house/95.md) — 75% (state house)
+- [IA House District 87](/us/states/ia/districts/house/87.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/howard/index.md b/data/jurisdictions/us/states/ia/counties/howard/index.md
index d1bcf6f48c..e215198422 100644
--- a/data/jurisdictions/us/states/ia/counties/howard/index.md
+++ b/data/jurisdictions/us/states/ia/counties/howard/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 312
   bachelors_plus: 1480
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/63"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 312 |
 | Bachelor's or higher | 1480 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 32](/us/states/ia/districts/senate/32.md) — 100% (state senate)
+- [IA House District 63](/us/states/ia/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/humboldt/index.md b/data/jurisdictions/us/states/ia/counties/humboldt/index.md
index 43a4313122..71b6522ac5 100644
--- a/data/jurisdictions/us/states/ia/counties/humboldt/index.md
+++ b/data/jurisdictions/us/states/ia/counties/humboldt/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 551
   bachelors_plus: 1593
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/56"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 551 |
 | Bachelor's or higher | 1593 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 28](/us/states/ia/districts/senate/28.md) — 100% (state senate)
+- [IA House District 56](/us/states/ia/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/ida/index.md b/data/jurisdictions/us/states/ia/counties/ida/index.md
index 62362d85f6..4035e7f789 100644
--- a/data/jurisdictions/us/states/ia/counties/ida/index.md
+++ b/data/jurisdictions/us/states/ia/counties/ida/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 32
   hispanic: 286
   bachelors_plus: 1255
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/12"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 286 |
 | Bachelor's or higher | 1255 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 6](/us/states/ia/districts/senate/6.md) — 100% (state senate)
+- [IA House District 12](/us/states/ia/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/iowa/index.md b/data/jurisdictions/us/states/ia/counties/iowa/index.md
index 493e90f641..a0444d2e9f 100644
--- a/data/jurisdictions/us/states/ia/counties/iowa/index.md
+++ b/data/jurisdictions/us/states/ia/counties/iowa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 564
   bachelors_plus: 3687
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ia/districts/senate/46"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/91"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 564 |
 | Bachelor's or higher | 3687 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 46](/us/states/ia/districts/senate/46.md) — 100% (state senate)
+- [IA House District 91](/us/states/ia/districts/house/91.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/jackson/index.md b/data/jurisdictions/us/states/ia/counties/jackson/index.md
index 696c98edd2..ef58bff349 100644
--- a/data/jurisdictions/us/states/ia/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/ia/counties/jackson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 13
   hispanic: 306
   bachelors_plus: 3391
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ia/districts/senate/33"
+    rel: in-district
+    area_weight: 0.8329
+  - to: "us/states/ia/districts/senate/35"
+    rel: in-district
+    area_weight: 0.1669
+  - to: "us/states/ia/districts/house/66"
+    rel: in-district
+    area_weight: 0.8329
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 306 |
 | Bachelor's or higher | 3391 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 33](/us/states/ia/districts/senate/33.md) — 83% (state senate)
+- [IA Senate District 35](/us/states/ia/districts/senate/35.md) — 17% (state senate)
+- [IA House District 66](/us/states/ia/districts/house/66.md) — 83% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/jasper/index.md b/data/jurisdictions/us/states/ia/counties/jasper/index.md
index d99ab09a38..07fec4d969 100644
--- a/data/jurisdictions/us/states/ia/counties/jasper/index.md
+++ b/data/jurisdictions/us/states/ia/counties/jasper/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 32
   hispanic: 1177
   bachelors_plus: 7092
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/ia/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/38"
+    rel: in-district
+    area_weight: 0.7479
+  - to: "us/states/ia/districts/house/37"
+    rel: in-district
+    area_weight: 0.252
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 7 officeholders mapped.
 | Hispanic/Latino | 1177 |
 | Bachelor's or higher | 7092 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 19](/us/states/ia/districts/senate/19.md) — 100% (state senate)
+- [IA House District 38](/us/states/ia/districts/house/38.md) — 75% (state house)
+- [IA House District 37](/us/states/ia/districts/house/37.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/jefferson/index.md b/data/jurisdictions/us/states/ia/counties/jefferson/index.md
index 647a302b39..33260d3e74 100644
--- a/data/jurisdictions/us/states/ia/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/ia/counties/jefferson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 123
   hispanic: 644
   bachelors_plus: 7293
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/44"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/88"
+    rel: in-district
+    area_weight: 0.5822
+  - to: "us/states/ia/districts/house/87"
+    rel: in-district
+    area_weight: 0.4177
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 644 |
 | Bachelor's or higher | 7293 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 44](/us/states/ia/districts/senate/44.md) — 100% (state senate)
+- [IA House District 88](/us/states/ia/districts/house/88.md) — 58% (state house)
+- [IA House District 87](/us/states/ia/districts/house/87.md) — 42% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/johnson/index.md b/data/jurisdictions/us/states/ia/counties/johnson/index.md
index 74b93ee40e..5c85857234 100644
--- a/data/jurisdictions/us/states/ia/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/ia/counties/johnson/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 273
   hispanic: 10554
   bachelors_plus: 74386
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ia/districts/senate/46"
+    rel: in-district
+    area_weight: 0.7477
+  - to: "us/states/ia/districts/senate/43"
+    rel: in-district
+    area_weight: 0.215
+  - to: "us/states/ia/districts/senate/45"
+    rel: in-district
+    area_weight: 0.0373
+  - to: "us/states/ia/districts/house/91"
+    rel: in-district
+    area_weight: 0.3855
+  - to: "us/states/ia/districts/house/92"
+    rel: in-district
+    area_weight: 0.3622
+  - to: "us/states/ia/districts/house/85"
+    rel: in-district
+    area_weight: 0.1863
+  - to: "us/states/ia/districts/house/86"
+    rel: in-district
+    area_weight: 0.0287
+  - to: "us/states/ia/districts/house/89"
+    rel: in-district
+    area_weight: 0.0222
+  - to: "us/states/ia/districts/house/90"
+    rel: in-district
+    area_weight: 0.015
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 10554 |
 | Bachelor's or higher | 74386 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 46](/us/states/ia/districts/senate/46.md) — 75% (state senate)
+- [IA Senate District 43](/us/states/ia/districts/senate/43.md) — 22% (state senate)
+- [IA Senate District 45](/us/states/ia/districts/senate/45.md) — 4% (state senate)
+- [IA House District 91](/us/states/ia/districts/house/91.md) — 39% (state house)
+- [IA House District 92](/us/states/ia/districts/house/92.md) — 36% (state house)
+- [IA House District 85](/us/states/ia/districts/house/85.md) — 19% (state house)
+- [IA House District 86](/us/states/ia/districts/house/86.md) — 3% (state house)
+- [IA House District 89](/us/states/ia/districts/house/89.md) — 2% (state house)
+- [IA House District 90](/us/states/ia/districts/house/90.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/jones/index.md b/data/jurisdictions/us/states/ia/counties/jones/index.md
index 3229e409d1..51c15b0c09 100644
--- a/data/jurisdictions/us/states/ia/counties/jones/index.md
+++ b/data/jurisdictions/us/states/ia/counties/jones/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 543
   bachelors_plus: 4321
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/66"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 543 |
 | Bachelor's or higher | 4321 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 33](/us/states/ia/districts/senate/33.md) — 100% (state senate)
+- [IA House District 66](/us/states/ia/districts/house/66.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/keokuk/index.md b/data/jurisdictions/us/states/ia/counties/keokuk/index.md
index c9876be727..fb5f47871e 100644
--- a/data/jurisdictions/us/states/ia/counties/keokuk/index.md
+++ b/data/jurisdictions/us/states/ia/counties/keokuk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 233
   bachelors_plus: 1511
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/44"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/88"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 233 |
 | Bachelor's or higher | 1511 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 44](/us/states/ia/districts/senate/44.md) — 100% (state senate)
+- [IA House District 88](/us/states/ia/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/kossuth/index.md b/data/jurisdictions/us/states/ia/counties/kossuth/index.md
index 64cb703a75..b1320b4541 100644
--- a/data/jurisdictions/us/states/ia/counties/kossuth/index.md
+++ b/data/jurisdictions/us/states/ia/counties/kossuth/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 19
   hispanic: 654
   bachelors_plus: 2966
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/9"
+    rel: in-district
+    area_weight: 0.7483
+  - to: "us/states/ia/districts/house/10"
+    rel: in-district
+    area_weight: 0.2517
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 654 |
 | Bachelor's or higher | 2966 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 5](/us/states/ia/districts/senate/5.md) — 100% (state senate)
+- [IA House District 9](/us/states/ia/districts/house/9.md) — 75% (state house)
+- [IA House District 10](/us/states/ia/districts/house/10.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/lee/index.md b/data/jurisdictions/us/states/ia/counties/lee/index.md
index 4bc614cb86..d75e5ad154 100644
--- a/data/jurisdictions/us/states/ia/counties/lee/index.md
+++ b/data/jurisdictions/us/states/ia/counties/lee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 35
   hispanic: 1145
   bachelors_plus: 6670
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ia/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ia/districts/house/100"
+    rel: in-district
+    area_weight: 0.8245
+  - to: "us/states/ia/districts/house/99"
+    rel: in-district
+    area_weight: 0.175
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 1145 |
 | Bachelor's or higher | 6670 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 50](/us/states/ia/districts/senate/50.md) — 100% (state senate)
+- [IA House District 100](/us/states/ia/districts/house/100.md) — 82% (state house)
+- [IA House District 99](/us/states/ia/districts/house/99.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/linn/index.md b/data/jurisdictions/us/states/ia/counties/linn/index.md
index 52f562e37b..c542f5ab39 100644
--- a/data/jurisdictions/us/states/ia/counties/linn/index.md
+++ b/data/jurisdictions/us/states/ia/counties/linn/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 507
   hispanic: 9482
   bachelors_plus: 72757
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ia/districts/senate/42"
+    rel: in-district
+    area_weight: 0.8308
+  - to: "us/states/ia/districts/senate/39"
+    rel: in-district
+    area_weight: 0.0814
+  - to: "us/states/ia/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0454
+  - to: "us/states/ia/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0423
+  - to: "us/states/ia/districts/house/83"
+    rel: in-district
+    area_weight: 0.6515
+  - to: "us/states/ia/districts/house/84"
+    rel: in-district
+    area_weight: 0.1793
+  - to: "us/states/ia/districts/house/77"
+    rel: in-district
+    area_weight: 0.0643
+  - to: "us/states/ia/districts/house/80"
+    rel: in-district
+    area_weight: 0.0316
+  - to: "us/states/ia/districts/house/73"
+    rel: in-district
+    area_weight: 0.0271
+  - to: "us/states/ia/districts/house/78"
+    rel: in-district
+    area_weight: 0.0171
+  - to: "us/states/ia/districts/house/74"
+    rel: in-district
+    area_weight: 0.0153
+  - to: "us/states/ia/districts/house/79"
+    rel: in-district
+    area_weight: 0.0138
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 9482 |
 | Bachelor's or higher | 72757 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 42](/us/states/ia/districts/senate/42.md) — 83% (state senate)
+- [IA Senate District 39](/us/states/ia/districts/senate/39.md) — 8% (state senate)
+- [IA Senate District 40](/us/states/ia/districts/senate/40.md) — 5% (state senate)
+- [IA Senate District 37](/us/states/ia/districts/senate/37.md) — 4% (state senate)
+- [IA House District 83](/us/states/ia/districts/house/83.md) — 65% (state house)
+- [IA House District 84](/us/states/ia/districts/house/84.md) — 18% (state house)
+- [IA House District 77](/us/states/ia/districts/house/77.md) — 6% (state house)
+- [IA House District 80](/us/states/ia/districts/house/80.md) — 3% (state house)
+- [IA House District 73](/us/states/ia/districts/house/73.md) — 3% (state house)
+- [IA House District 78](/us/states/ia/districts/house/78.md) — 2% (state house)
+- [IA House District 74](/us/states/ia/districts/house/74.md) — 2% (state house)
+- [IA House District 79](/us/states/ia/districts/house/79.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/louisa/index.md b/data/jurisdictions/us/states/ia/counties/louisa/index.md
index fe557df6f2..6737b475aa 100644
--- a/data/jurisdictions/us/states/ia/counties/louisa/index.md
+++ b/data/jurisdictions/us/states/ia/counties/louisa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 67
   hispanic: 1754
   bachelors_plus: 1487
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/95"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1754 |
 | Bachelor's or higher | 1487 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 48](/us/states/ia/districts/senate/48.md) — 100% (state senate)
+- [IA House District 95](/us/states/ia/districts/house/95.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/lucas/index.md b/data/jurisdictions/us/states/ia/counties/lucas/index.md
index 0d41dc64a5..72ddfd6b9f 100644
--- a/data/jurisdictions/us/states/ia/counties/lucas/index.md
+++ b/data/jurisdictions/us/states/ia/counties/lucas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 255
   bachelors_plus: 1285
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/24"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 255 |
 | Bachelor's or higher | 1285 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 12](/us/states/ia/districts/senate/12.md) — 100% (state senate)
+- [IA House District 24](/us/states/ia/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/lyon/index.md b/data/jurisdictions/us/states/ia/counties/lyon/index.md
index 8f3d73a90e..43834c7c1d 100644
--- a/data/jurisdictions/us/states/ia/counties/lyon/index.md
+++ b/data/jurisdictions/us/states/ia/counties/lyon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 470
   bachelors_plus: 1907
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ia/districts/senate/2"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ia/districts/house/4"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 470 |
 | Bachelor's or higher | 1907 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 2](/us/states/ia/districts/senate/2.md) — 100% (state senate)
+- [IA House District 4](/us/states/ia/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/madison/index.md b/data/jurisdictions/us/states/ia/counties/madison/index.md
index c9a9079f6b..4cb82534a9 100644
--- a/data/jurisdictions/us/states/ia/counties/madison/index.md
+++ b/data/jurisdictions/us/states/ia/counties/madison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 383
   bachelors_plus: 3858
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/house/23"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 383 |
 | Bachelor's or higher | 3858 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 12](/us/states/ia/districts/senate/12.md) — 100% (state senate)
+- [IA House District 23](/us/states/ia/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/mahaska/index.md b/data/jurisdictions/us/states/ia/counties/mahaska/index.md
index 264b91d56d..e85081da1e 100644
--- a/data/jurisdictions/us/states/ia/counties/mahaska/index.md
+++ b/data/jurisdictions/us/states/ia/counties/mahaska/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 18
   hispanic: 550
   bachelors_plus: 4417
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/44"
+    rel: in-district
+    area_weight: 0.6414
+  - to: "us/states/ia/districts/senate/19"
+    rel: in-district
+    area_weight: 0.3585
+  - to: "us/states/ia/districts/house/88"
+    rel: in-district
+    area_weight: 0.6414
+  - to: "us/states/ia/districts/house/37"
+    rel: in-district
+    area_weight: 0.3585
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 550 |
 | Bachelor's or higher | 4417 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 44](/us/states/ia/districts/senate/44.md) — 64% (state senate)
+- [IA Senate District 19](/us/states/ia/districts/senate/19.md) — 36% (state senate)
+- [IA House District 88](/us/states/ia/districts/house/88.md) — 64% (state house)
+- [IA House District 37](/us/states/ia/districts/house/37.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/marion/index.md b/data/jurisdictions/us/states/ia/counties/marion/index.md
index a21d81c29d..9ed2445102 100644
--- a/data/jurisdictions/us/states/ia/counties/marion/index.md
+++ b/data/jurisdictions/us/states/ia/counties/marion/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 12
   hispanic: 773
   bachelors_plus: 9378
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/senate/19"
+    rel: in-district
+    area_weight: 0.7006
+  - to: "us/states/ia/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2993
+  - to: "us/states/ia/districts/house/37"
+    rel: in-district
+    area_weight: 0.7006
+  - to: "us/states/ia/districts/house/21"
+    rel: in-district
+    area_weight: 0.2993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 773 |
 | Bachelor's or higher | 9378 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 19](/us/states/ia/districts/senate/19.md) — 70% (state senate)
+- [IA Senate District 11](/us/states/ia/districts/senate/11.md) — 30% (state senate)
+- [IA House District 37](/us/states/ia/districts/house/37.md) — 70% (state house)
+- [IA House District 21](/us/states/ia/districts/house/21.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/marshall/index.md b/data/jurisdictions/us/states/ia/counties/marshall/index.md
index 3bfb209737..7d7ebc5b47 100644
--- a/data/jurisdictions/us/states/ia/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/ia/counties/marshall/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 506
   hispanic: 9875
   bachelors_plus: 7946
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ia/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/51"
+    rel: in-district
+    area_weight: 0.732
+  - to: "us/states/ia/districts/house/52"
+    rel: in-district
+    area_weight: 0.2678
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 9875 |
 | Bachelor's or higher | 7946 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 26](/us/states/ia/districts/senate/26.md) — 100% (state senate)
+- [IA House District 51](/us/states/ia/districts/house/51.md) — 73% (state house)
+- [IA House District 52](/us/states/ia/districts/house/52.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/mills/index.md b/data/jurisdictions/us/states/ia/counties/mills/index.md
index 3a373ee9fe..3f0b79c8e1 100644
--- a/data/jurisdictions/us/states/ia/counties/mills/index.md
+++ b/data/jurisdictions/us/states/ia/counties/mills/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 563
   bachelors_plus: 4156
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ia/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ia/districts/house/16"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 563 |
 | Bachelor's or higher | 4156 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 8](/us/states/ia/districts/senate/8.md) — 100% (state senate)
+- [IA House District 16](/us/states/ia/districts/house/16.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/mitchell/index.md b/data/jurisdictions/us/states/ia/counties/mitchell/index.md
index f7c22ad331..61403c07bd 100644
--- a/data/jurisdictions/us/states/ia/counties/mitchell/index.md
+++ b/data/jurisdictions/us/states/ia/counties/mitchell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 34
   hispanic: 257
   bachelors_plus: 2368
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ia/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/60"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 257 |
 | Bachelor's or higher | 2368 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 30](/us/states/ia/districts/senate/30.md) — 100% (state senate)
+- [IA House District 60](/us/states/ia/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/monona/index.md b/data/jurisdictions/us/states/ia/counties/monona/index.md
index 09d1f21b27..e4453c2516 100644
--- a/data/jurisdictions/us/states/ia/counties/monona/index.md
+++ b/data/jurisdictions/us/states/ia/counties/monona/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 40
   hispanic: 233
   bachelors_plus: 1570
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ia/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ia/districts/house/13"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 233 |
 | Bachelor's or higher | 1570 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 7](/us/states/ia/districts/senate/7.md) — 100% (state senate)
+- [IA House District 13](/us/states/ia/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/monroe/index.md b/data/jurisdictions/us/states/ia/counties/monroe/index.md
index 2fa6a7334f..f2ac041422 100644
--- a/data/jurisdictions/us/states/ia/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/ia/counties/monroe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 156
   bachelors_plus: 1502
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/26"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 156 |
 | Bachelor's or higher | 1502 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 13](/us/states/ia/districts/senate/13.md) — 100% (state senate)
+- [IA House District 26](/us/states/ia/districts/house/26.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/montgomery/index.md b/data/jurisdictions/us/states/ia/counties/montgomery/index.md
index 6464db0b26..ae03b20866 100644
--- a/data/jurisdictions/us/states/ia/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/ia/counties/montgomery/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 82
   bachelors_plus: 1850
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/9"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/house/18"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 82 |
 | Bachelor's or higher | 1850 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 9](/us/states/ia/districts/senate/9.md) — 100% (state senate)
+- [IA House District 18](/us/states/ia/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/muscatine/index.md b/data/jurisdictions/us/states/ia/counties/muscatine/index.md
index 8a53d44062..9cd7f19378 100644
--- a/data/jurisdictions/us/states/ia/counties/muscatine/index.md
+++ b/data/jurisdictions/us/states/ia/counties/muscatine/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 136
   hispanic: 8005
   bachelors_plus: 8744
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/48"
+    rel: in-district
+    area_weight: 0.7049
+  - to: "us/states/ia/districts/senate/41"
+    rel: in-district
+    area_weight: 0.295
+  - to: "us/states/ia/districts/house/95"
+    rel: in-district
+    area_weight: 0.4285
+  - to: "us/states/ia/districts/house/82"
+    rel: in-district
+    area_weight: 0.295
+  - to: "us/states/ia/districts/house/96"
+    rel: in-district
+    area_weight: 0.2764
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 8005 |
 | Bachelor's or higher | 8744 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 48](/us/states/ia/districts/senate/48.md) — 70% (state senate)
+- [IA Senate District 41](/us/states/ia/districts/senate/41.md) — 30% (state senate)
+- [IA House District 95](/us/states/ia/districts/house/95.md) — 43% (state house)
+- [IA House District 82](/us/states/ia/districts/house/82.md) — 30% (state house)
+- [IA House District 96](/us/states/ia/districts/house/96.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/o-brien/index.md b/data/jurisdictions/us/states/ia/counties/o-brien/index.md
index 6b892613c2..1cc6a50a33 100644
--- a/data/jurisdictions/us/states/ia/counties/o-brien/index.md
+++ b/data/jurisdictions/us/states/ia/counties/o-brien/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 55
   hispanic: 1074
   bachelors_plus: 2596
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/5"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1074 |
 | Bachelor's or higher | 2596 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 3](/us/states/ia/districts/senate/3.md) — 100% (state senate)
+- [IA House District 5](/us/states/ia/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/osceola/index.md b/data/jurisdictions/us/states/ia/counties/osceola/index.md
index e169b2fde6..1178a8f5af 100644
--- a/data/jurisdictions/us/states/ia/counties/osceola/index.md
+++ b/data/jurisdictions/us/states/ia/counties/osceola/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 65
   hispanic: 647
   bachelors_plus: 896
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/5"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 647 |
 | Bachelor's or higher | 896 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 3](/us/states/ia/districts/senate/3.md) — 100% (state senate)
+- [IA House District 5](/us/states/ia/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/page/index.md b/data/jurisdictions/us/states/ia/counties/page/index.md
index 17c09c91e3..b443b6563e 100644
--- a/data/jurisdictions/us/states/ia/counties/page/index.md
+++ b/data/jurisdictions/us/states/ia/counties/page/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 83
   hispanic: 505
   bachelors_plus: 2827
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/18"
+    rel: in-district
+    area_weight: 0.671
+  - to: "us/states/ia/districts/house/17"
+    rel: in-district
+    area_weight: 0.329
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 505 |
 | Bachelor's or higher | 2827 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 9](/us/states/ia/districts/senate/9.md) — 100% (state senate)
+- [IA House District 18](/us/states/ia/districts/house/18.md) — 67% (state house)
+- [IA House District 17](/us/states/ia/districts/house/17.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/palo-alto/index.md b/data/jurisdictions/us/states/ia/counties/palo-alto/index.md
index ef37797648..b5443a7827 100644
--- a/data/jurisdictions/us/states/ia/counties/palo-alto/index.md
+++ b/data/jurisdictions/us/states/ia/counties/palo-alto/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 311
   bachelors_plus: 1423
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/10"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 311 |
 | Bachelor's or higher | 1423 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 5](/us/states/ia/districts/senate/5.md) — 100% (state senate)
+- [IA House District 10](/us/states/ia/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/plymouth/index.md b/data/jurisdictions/us/states/ia/counties/plymouth/index.md
index 71c6e2cb22..0122d89869 100644
--- a/data/jurisdictions/us/states/ia/counties/plymouth/index.md
+++ b/data/jurisdictions/us/states/ia/counties/plymouth/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 110
   hispanic: 1653
   bachelors_plus: 4673
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/ia/districts/senate/7"
+    rel: in-district
+    area_weight: 0.5222
+  - to: "us/states/ia/districts/senate/2"
+    rel: in-district
+    area_weight: 0.4771
+  - to: "us/states/ia/districts/house/13"
+    rel: in-district
+    area_weight: 0.5222
+  - to: "us/states/ia/districts/house/3"
+    rel: in-district
+    area_weight: 0.4771
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 1653 |
 | Bachelor's or higher | 4673 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 7](/us/states/ia/districts/senate/7.md) — 52% (state senate)
+- [IA Senate District 2](/us/states/ia/districts/senate/2.md) — 48% (state senate)
+- [IA House District 13](/us/states/ia/districts/house/13.md) — 52% (state house)
+- [IA House District 3](/us/states/ia/districts/house/3.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/pocahontas/index.md b/data/jurisdictions/us/states/ia/counties/pocahontas/index.md
index 0dddbd24d8..9ce0eff016 100644
--- a/data/jurisdictions/us/states/ia/counties/pocahontas/index.md
+++ b/data/jurisdictions/us/states/ia/counties/pocahontas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 412
   bachelors_plus: 1117
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 412 |
 | Bachelor's or higher | 1117 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 4](/us/states/ia/districts/senate/4.md) — 100% (state senate)
+- [IA House District 7](/us/states/ia/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/polk/index.md b/data/jurisdictions/us/states/ia/counties/polk/index.md
index fafe6dcf7a..d189a7572c 100644
--- a/data/jurisdictions/us/states/ia/counties/polk/index.md
+++ b/data/jurisdictions/us/states/ia/counties/polk/index.md
@@ -22,9 +22,87 @@ demographics:
   race_native: 1562
   hispanic: 52317
   bachelors_plus: 179585
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/ia/districts/senate/23"
+    rel: in-district
+    area_weight: 0.5842
+  - to: "us/states/ia/districts/senate/20"
+    rel: in-district
+    area_weight: 0.1
+  - to: "us/states/ia/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0818
+  - to: "us/states/ia/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0671
+  - to: "us/states/ia/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0565
+  - to: "us/states/ia/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0518
+  - to: "us/states/ia/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0341
+  - to: "us/states/ia/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0245
+  - to: "us/states/ia/districts/house/45"
+    rel: in-district
+    area_weight: 0.5653
+  - to: "us/states/ia/districts/house/40"
+    rel: in-district
+    area_weight: 0.0626
+  - to: "us/states/ia/districts/house/43"
+    rel: in-district
+    area_weight: 0.0559
+  - to: "us/states/ia/districts/house/29"
+    rel: in-district
+    area_weight: 0.0395
+  - to: "us/states/ia/districts/house/31"
+    rel: in-district
+    area_weight: 0.0389
+  - to: "us/states/ia/districts/house/39"
+    rel: in-district
+    area_weight: 0.0373
+  - to: "us/states/ia/districts/house/30"
+    rel: in-district
+    area_weight: 0.0276
+  - to: "us/states/ia/districts/house/42"
+    rel: in-district
+    area_weight: 0.0267
+  - to: "us/states/ia/districts/house/44"
+    rel: in-district
+    area_weight: 0.026
+  - to: "us/states/ia/districts/house/41"
+    rel: in-district
+    area_weight: 0.025
+  - to: "us/states/ia/districts/house/36"
+    rel: in-district
+    area_weight: 0.0209
+  - to: "us/states/ia/districts/house/46"
+    rel: in-district
+    area_weight: 0.0189
+  - to: "us/states/ia/districts/house/32"
+    rel: in-district
+    area_weight: 0.0176
+  - to: "us/states/ia/districts/house/35"
+    rel: in-district
+    area_weight: 0.0132
+  - to: "us/states/ia/districts/house/33"
+    rel: in-district
+    area_weight: 0.013
+  - to: "us/states/ia/districts/house/34"
+    rel: in-district
+    area_weight: 0.0114
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +134,35 @@ County jurisdiction — 10 officeholders mapped.
 | Hispanic/Latino | 52317 |
 | Bachelor's or higher | 179585 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 23](/us/states/ia/districts/senate/23.md) — 58% (state senate)
+- [IA Senate District 20](/us/states/ia/districts/senate/20.md) — 10% (state senate)
+- [IA Senate District 22](/us/states/ia/districts/senate/22.md) — 8% (state senate)
+- [IA Senate District 15](/us/states/ia/districts/senate/15.md) — 7% (state senate)
+- [IA Senate District 16](/us/states/ia/districts/senate/16.md) — 6% (state senate)
+- [IA Senate District 21](/us/states/ia/districts/senate/21.md) — 5% (state senate)
+- [IA Senate District 18](/us/states/ia/districts/senate/18.md) — 3% (state senate)
+- [IA Senate District 17](/us/states/ia/districts/senate/17.md) — 2% (state senate)
+- [IA House District 45](/us/states/ia/districts/house/45.md) — 57% (state house)
+- [IA House District 40](/us/states/ia/districts/house/40.md) — 6% (state house)
+- [IA House District 43](/us/states/ia/districts/house/43.md) — 6% (state house)
+- [IA House District 29](/us/states/ia/districts/house/29.md) — 4% (state house)
+- [IA House District 31](/us/states/ia/districts/house/31.md) — 4% (state house)
+- [IA House District 39](/us/states/ia/districts/house/39.md) — 4% (state house)
+- [IA House District 30](/us/states/ia/districts/house/30.md) — 3% (state house)
+- [IA House District 42](/us/states/ia/districts/house/42.md) — 3% (state house)
+- [IA House District 44](/us/states/ia/districts/house/44.md) — 3% (state house)
+- [IA House District 41](/us/states/ia/districts/house/41.md) — 2% (state house)
+- [IA House District 36](/us/states/ia/districts/house/36.md) — 2% (state house)
+- [IA House District 46](/us/states/ia/districts/house/46.md) — 2% (state house)
+- [IA House District 32](/us/states/ia/districts/house/32.md) — 2% (state house)
+- [IA House District 35](/us/states/ia/districts/house/35.md) — 1% (state house)
+- [IA House District 33](/us/states/ia/districts/house/33.md) — 1% (state house)
+- [IA House District 34](/us/states/ia/districts/house/34.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/pottawattamie/index.md b/data/jurisdictions/us/states/ia/counties/pottawattamie/index.md
index 44055bd999..5acffe5c3b 100644
--- a/data/jurisdictions/us/states/ia/counties/pottawattamie/index.md
+++ b/data/jurisdictions/us/states/ia/counties/pottawattamie/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 253
   hispanic: 8536
   bachelors_plus: 20206
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ia/districts/senate/8"
+    rel: in-district
+    area_weight: 0.8784
+  - to: "us/states/ia/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0745
+  - to: "us/states/ia/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0464
+  - to: "us/states/ia/districts/house/16"
+    rel: in-district
+    area_weight: 0.5919
+  - to: "us/states/ia/districts/house/15"
+    rel: in-district
+    area_weight: 0.2865
+  - to: "us/states/ia/districts/house/11"
+    rel: in-district
+    area_weight: 0.0745
+  - to: "us/states/ia/districts/house/19"
+    rel: in-district
+    area_weight: 0.036
+  - to: "us/states/ia/districts/house/20"
+    rel: in-district
+    area_weight: 0.0104
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 8536 |
 | Bachelor's or higher | 20206 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 8](/us/states/ia/districts/senate/8.md) — 88% (state senate)
+- [IA Senate District 6](/us/states/ia/districts/senate/6.md) — 7% (state senate)
+- [IA Senate District 10](/us/states/ia/districts/senate/10.md) — 5% (state senate)
+- [IA House District 16](/us/states/ia/districts/house/16.md) — 59% (state house)
+- [IA House District 15](/us/states/ia/districts/house/15.md) — 29% (state house)
+- [IA House District 11](/us/states/ia/districts/house/11.md) — 7% (state house)
+- [IA House District 19](/us/states/ia/districts/house/19.md) — 4% (state house)
+- [IA House District 20](/us/states/ia/districts/house/20.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/poweshiek/index.md b/data/jurisdictions/us/states/ia/counties/poweshiek/index.md
index 15a2141aa5..b753725f11 100644
--- a/data/jurisdictions/us/states/ia/counties/poweshiek/index.md
+++ b/data/jurisdictions/us/states/ia/counties/poweshiek/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 56
   hispanic: 657
   bachelors_plus: 4713
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ia/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/53"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 657 |
 | Bachelor's or higher | 4713 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 27](/us/states/ia/districts/senate/27.md) — 100% (state senate)
+- [IA House District 53](/us/states/ia/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/ringgold/index.md b/data/jurisdictions/us/states/ia/counties/ringgold/index.md
index 5043d947f2..ec6048a5c4 100644
--- a/data/jurisdictions/us/states/ia/counties/ringgold/index.md
+++ b/data/jurisdictions/us/states/ia/counties/ringgold/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 100
   bachelors_plus: 980
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/17"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 100 |
 | Bachelor's or higher | 980 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 9](/us/states/ia/districts/senate/9.md) — 100% (state senate)
+- [IA House District 17](/us/states/ia/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/sac/index.md b/data/jurisdictions/us/states/ia/counties/sac/index.md
index 7021ef9de5..b33f0bd04e 100644
--- a/data/jurisdictions/us/states/ia/counties/sac/index.md
+++ b/data/jurisdictions/us/states/ia/counties/sac/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 422
   bachelors_plus: 1902
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 422 |
 | Bachelor's or higher | 1902 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 4](/us/states/ia/districts/senate/4.md) — 100% (state senate)
+- [IA House District 7](/us/states/ia/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/scott/index.md b/data/jurisdictions/us/states/ia/counties/scott/index.md
index 7460a6de35..9a592aeaf4 100644
--- a/data/jurisdictions/us/states/ia/counties/scott/index.md
+++ b/data/jurisdictions/us/states/ia/counties/scott/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 332
   hispanic: 12902
   bachelors_plus: 60383
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/41"
+    rel: in-district
+    area_weight: 0.3698
+  - to: "us/states/ia/districts/senate/35"
+    rel: in-district
+    area_weight: 0.3159
+  - to: "us/states/ia/districts/senate/47"
+    rel: in-district
+    area_weight: 0.208
+  - to: "us/states/ia/districts/senate/49"
+    rel: in-district
+    area_weight: 0.1062
+  - to: "us/states/ia/districts/house/82"
+    rel: in-district
+    area_weight: 0.3035
+  - to: "us/states/ia/districts/house/94"
+    rel: in-district
+    area_weight: 0.1441
+  - to: "us/states/ia/districts/house/98"
+    rel: in-district
+    area_weight: 0.0867
+  - to: "us/states/ia/districts/house/81"
+    rel: in-district
+    area_weight: 0.0663
+  - to: "us/states/ia/districts/house/93"
+    rel: in-district
+    area_weight: 0.064
+  - to: "us/states/ia/districts/house/97"
+    rel: in-district
+    area_weight: 0.0195
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 7 officeholders mapped.
 | Hispanic/Latino | 12902 |
 | Bachelor's or higher | 60383 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 41](/us/states/ia/districts/senate/41.md) — 37% (state senate)
+- [IA Senate District 35](/us/states/ia/districts/senate/35.md) — 32% (state senate)
+- [IA Senate District 47](/us/states/ia/districts/senate/47.md) — 21% (state senate)
+- [IA Senate District 49](/us/states/ia/districts/senate/49.md) — 11% (state senate)
+- [IA House District 82](/us/states/ia/districts/house/82.md) — 30% (state house)
+- [IA House District 94](/us/states/ia/districts/house/94.md) — 14% (state house)
+- [IA House District 98](/us/states/ia/districts/house/98.md) — 9% (state house)
+- [IA House District 81](/us/states/ia/districts/house/81.md) — 7% (state house)
+- [IA House District 93](/us/states/ia/districts/house/93.md) — 6% (state house)
+- [IA House District 97](/us/states/ia/districts/house/97.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/shelby/index.md b/data/jurisdictions/us/states/ia/counties/shelby/index.md
index 837dcadd99..669037e500 100644
--- a/data/jurisdictions/us/states/ia/counties/shelby/index.md
+++ b/data/jurisdictions/us/states/ia/counties/shelby/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 101
   hispanic: 518
   bachelors_plus: 2648
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/11"
+    rel: in-district
+    area_weight: 0.5093
+  - to: "us/states/ia/districts/house/12"
+    rel: in-district
+    area_weight: 0.4907
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 518 |
 | Bachelor's or higher | 2648 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 6](/us/states/ia/districts/senate/6.md) — 100% (state senate)
+- [IA House District 11](/us/states/ia/districts/house/11.md) — 51% (state house)
+- [IA House District 12](/us/states/ia/districts/house/12.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/sioux/index.md b/data/jurisdictions/us/states/ia/counties/sioux/index.md
index edb3052029..3441d7d3a7 100644
--- a/data/jurisdictions/us/states/ia/counties/sioux/index.md
+++ b/data/jurisdictions/us/states/ia/counties/sioux/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 130
   hispanic: 5193
   bachelors_plus: 8344
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ia/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ia/districts/house/3"
+    rel: in-district
+    area_weight: 0.5525
+  - to: "us/states/ia/districts/house/4"
+    rel: in-district
+    area_weight: 0.4466
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 5193 |
 | Bachelor's or higher | 8344 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 2](/us/states/ia/districts/senate/2.md) — 100% (state senate)
+- [IA House District 3](/us/states/ia/districts/house/3.md) — 55% (state house)
+- [IA House District 4](/us/states/ia/districts/house/4.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/story/index.md b/data/jurisdictions/us/states/ia/counties/story/index.md
index 2b7c5951ad..0ea00fb6c2 100644
--- a/data/jurisdictions/us/states/ia/counties/story/index.md
+++ b/data/jurisdictions/us/states/ia/counties/story/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 465
   hispanic: 5184
   bachelors_plus: 41629
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/26"
+    rel: in-district
+    area_weight: 0.7399
+  - to: "us/states/ia/districts/senate/28"
+    rel: in-district
+    area_weight: 0.126
+  - to: "us/states/ia/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0927
+  - to: "us/states/ia/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0414
+  - to: "us/states/ia/districts/house/51"
+    rel: in-district
+    area_weight: 0.7399
+  - to: "us/states/ia/districts/house/55"
+    rel: in-district
+    area_weight: 0.126
+  - to: "us/states/ia/districts/house/49"
+    rel: in-district
+    area_weight: 0.0757
+  - to: "us/states/ia/districts/house/48"
+    rel: in-district
+    area_weight: 0.0414
+  - to: "us/states/ia/districts/house/50"
+    rel: in-district
+    area_weight: 0.017
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 8 officeholders mapped.
 | Hispanic/Latino | 5184 |
 | Bachelor's or higher | 41629 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 26](/us/states/ia/districts/senate/26.md) — 74% (state senate)
+- [IA Senate District 28](/us/states/ia/districts/senate/28.md) — 13% (state senate)
+- [IA Senate District 25](/us/states/ia/districts/senate/25.md) — 9% (state senate)
+- [IA Senate District 24](/us/states/ia/districts/senate/24.md) — 4% (state senate)
+- [IA House District 51](/us/states/ia/districts/house/51.md) — 74% (state house)
+- [IA House District 55](/us/states/ia/districts/house/55.md) — 13% (state house)
+- [IA House District 49](/us/states/ia/districts/house/49.md) — 8% (state house)
+- [IA House District 48](/us/states/ia/districts/house/48.md) — 4% (state house)
+- [IA House District 50](/us/states/ia/districts/house/50.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/tama/index.md b/data/jurisdictions/us/states/ia/counties/tama/index.md
index 2c1d0e5bd4..18aaec08a9 100644
--- a/data/jurisdictions/us/states/ia/counties/tama/index.md
+++ b/data/jurisdictions/us/states/ia/counties/tama/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1029
   hispanic: 1968
   bachelors_plus: 3056
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/27"
+    rel: in-district
+    area_weight: 0.7995
+  - to: "us/states/ia/districts/senate/38"
+    rel: in-district
+    area_weight: 0.2004
+  - to: "us/states/ia/districts/house/53"
+    rel: in-district
+    area_weight: 0.7995
+  - to: "us/states/ia/districts/house/76"
+    rel: in-district
+    area_weight: 0.2004
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 1968 |
 | Bachelor's or higher | 3056 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 27](/us/states/ia/districts/senate/27.md) — 80% (state senate)
+- [IA Senate District 38](/us/states/ia/districts/senate/38.md) — 20% (state senate)
+- [IA House District 53](/us/states/ia/districts/house/53.md) — 80% (state house)
+- [IA House District 76](/us/states/ia/districts/house/76.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/taylor/index.md b/data/jurisdictions/us/states/ia/counties/taylor/index.md
index 20f8c6fdde..14757a771d 100644
--- a/data/jurisdictions/us/states/ia/counties/taylor/index.md
+++ b/data/jurisdictions/us/states/ia/counties/taylor/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 18
   hispanic: 476
   bachelors_plus: 845
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/9"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/house/17"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 476 |
 | Bachelor's or higher | 845 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 9](/us/states/ia/districts/senate/9.md) — 100% (state senate)
+- [IA House District 17](/us/states/ia/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/union/index.md b/data/jurisdictions/us/states/ia/counties/union/index.md
index af819cab49..b41967358a 100644
--- a/data/jurisdictions/us/states/ia/counties/union/index.md
+++ b/data/jurisdictions/us/states/ia/counties/union/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 16
   hispanic: 460
   bachelors_plus: 2428
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/9"
+    rel: in-district
+    area_weight: 0.5821
+  - to: "us/states/ia/districts/senate/12"
+    rel: in-district
+    area_weight: 0.4179
+  - to: "us/states/ia/districts/house/17"
+    rel: in-district
+    area_weight: 0.5821
+  - to: "us/states/ia/districts/house/23"
+    rel: in-district
+    area_weight: 0.4179
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 460 |
 | Bachelor's or higher | 2428 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 9](/us/states/ia/districts/senate/9.md) — 58% (state senate)
+- [IA Senate District 12](/us/states/ia/districts/senate/12.md) — 42% (state senate)
+- [IA House District 17](/us/states/ia/districts/house/17.md) — 58% (state house)
+- [IA House District 23](/us/states/ia/districts/house/23.md) — 42% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/van-buren/index.md b/data/jurisdictions/us/states/ia/counties/van-buren/index.md
index 34f2b8202e..55122baef3 100644
--- a/data/jurisdictions/us/states/ia/counties/van-buren/index.md
+++ b/data/jurisdictions/us/states/ia/counties/van-buren/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 128
   bachelors_plus: 1242
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/44"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/87"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 128 |
 | Bachelor's or higher | 1242 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 44](/us/states/ia/districts/senate/44.md) — 100% (state senate)
+- [IA House District 87](/us/states/ia/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/wapello/index.md b/data/jurisdictions/us/states/ia/counties/wapello/index.md
index 7bb33266f2..dc45b2cb37 100644
--- a/data/jurisdictions/us/states/ia/counties/wapello/index.md
+++ b/data/jurisdictions/us/states/ia/counties/wapello/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 155
   hispanic: 4748
   bachelors_plus: 6540
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/25"
+    rel: in-district
+    area_weight: 0.579
+  - to: "us/states/ia/districts/house/26"
+    rel: in-district
+    area_weight: 0.4209
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4748 |
 | Bachelor's or higher | 6540 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 13](/us/states/ia/districts/senate/13.md) — 100% (state senate)
+- [IA House District 25](/us/states/ia/districts/house/25.md) — 58% (state house)
+- [IA House District 26](/us/states/ia/districts/house/26.md) — 42% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/warren/index.md b/data/jurisdictions/us/states/ia/counties/warren/index.md
index 1d40cbfdd7..a81d2f1e15 100644
--- a/data/jurisdictions/us/states/ia/counties/warren/index.md
+++ b/data/jurisdictions/us/states/ia/counties/warren/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 154
   hispanic: 2020
   bachelors_plus: 15597
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/ia/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/22"
+    rel: in-district
+    area_weight: 0.6161
+  - to: "us/states/ia/districts/house/21"
+    rel: in-district
+    area_weight: 0.3836
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 2020 |
 | Bachelor's or higher | 15597 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 11](/us/states/ia/districts/senate/11.md) — 100% (state senate)
+- [IA House District 22](/us/states/ia/districts/house/22.md) — 62% (state house)
+- [IA House District 21](/us/states/ia/districts/house/21.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/washington/index.md b/data/jurisdictions/us/states/ia/counties/washington/index.md
index 3c666dc4f6..e8ecc7d871 100644
--- a/data/jurisdictions/us/states/ia/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ia/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 1749
   bachelors_plus: 5415
+districts:
+  - to: "us/states/ia/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/46"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/92"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 1749 |
 | Bachelor's or higher | 5415 |
 
+## Districts
+
+- [IA-01](/us/states/ia/districts/01.md) — 100% (congressional)
+- [IA Senate District 46](/us/states/ia/districts/senate/46.md) — 100% (state senate)
+- [IA House District 92](/us/states/ia/districts/house/92.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/wayne/index.md b/data/jurisdictions/us/states/ia/counties/wayne/index.md
index e33ba129d9..568edc34e2 100644
--- a/data/jurisdictions/us/states/ia/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/ia/counties/wayne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 77
   bachelors_plus: 974
+districts:
+  - to: "us/states/ia/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/24"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 77 |
 | Bachelor's or higher | 974 |
 
+## Districts
+
+- [IA-03](/us/states/ia/districts/03.md) — 100% (congressional)
+- [IA Senate District 12](/us/states/ia/districts/senate/12.md) — 100% (state senate)
+- [IA House District 24](/us/states/ia/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/webster/index.md b/data/jurisdictions/us/states/ia/counties/webster/index.md
index c0866981ff..4634616d62 100644
--- a/data/jurisdictions/us/states/ia/counties/webster/index.md
+++ b/data/jurisdictions/us/states/ia/counties/webster/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 96
   hispanic: 2439
   bachelors_plus: 6905
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/8"
+    rel: in-district
+    area_weight: 0.5272
+  - to: "us/states/ia/districts/house/7"
+    rel: in-district
+    area_weight: 0.4726
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 2439 |
 | Bachelor's or higher | 6905 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 4](/us/states/ia/districts/senate/4.md) — 100% (state senate)
+- [IA House District 8](/us/states/ia/districts/house/8.md) — 53% (state house)
+- [IA House District 7](/us/states/ia/districts/house/7.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/winnebago/index.md b/data/jurisdictions/us/states/ia/counties/winnebago/index.md
index 7a632c85db..cc7091eaa3 100644
--- a/data/jurisdictions/us/states/ia/counties/winnebago/index.md
+++ b/data/jurisdictions/us/states/ia/counties/winnebago/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 619
   bachelors_plus: 2434
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ia/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/house/9"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 619 |
 | Bachelor's or higher | 2434 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 5](/us/states/ia/districts/senate/5.md) — 100% (state senate)
+- [IA House District 9](/us/states/ia/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/winneshiek/index.md b/data/jurisdictions/us/states/ia/counties/winneshiek/index.md
index 8e580841cc..50a705ce39 100644
--- a/data/jurisdictions/us/states/ia/counties/winneshiek/index.md
+++ b/data/jurisdictions/us/states/ia/counties/winneshiek/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 73
   hispanic: 612
   bachelors_plus: 5596
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ia/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/63"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 612 |
 | Bachelor's or higher | 5596 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 32](/us/states/ia/districts/senate/32.md) — 100% (state senate)
+- [IA House District 63](/us/states/ia/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/woodbury/index.md b/data/jurisdictions/us/states/ia/counties/woodbury/index.md
index 39a338087c..d0cad48c6d 100644
--- a/data/jurisdictions/us/states/ia/counties/woodbury/index.md
+++ b/data/jurisdictions/us/states/ia/counties/woodbury/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1899
   hispanic: 20316
   bachelors_plus: 22274
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ia/districts/senate/7"
+    rel: in-district
+    area_weight: 0.8726
+  - to: "us/states/ia/districts/senate/1"
+    rel: in-district
+    area_weight: 0.1272
+  - to: "us/states/ia/districts/house/13"
+    rel: in-district
+    area_weight: 0.7689
+  - to: "us/states/ia/districts/house/2"
+    rel: in-district
+    area_weight: 0.1108
+  - to: "us/states/ia/districts/house/14"
+    rel: in-district
+    area_weight: 0.1037
+  - to: "us/states/ia/districts/house/1"
+    rel: in-district
+    area_weight: 0.0164
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 20316 |
 | Bachelor's or higher | 22274 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 7](/us/states/ia/districts/senate/7.md) — 87% (state senate)
+- [IA Senate District 1](/us/states/ia/districts/senate/1.md) — 13% (state senate)
+- [IA House District 13](/us/states/ia/districts/house/13.md) — 77% (state house)
+- [IA House District 2](/us/states/ia/districts/house/2.md) — 11% (state house)
+- [IA House District 14](/us/states/ia/districts/house/14.md) — 10% (state house)
+- [IA House District 1](/us/states/ia/districts/house/1.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/worth/index.md b/data/jurisdictions/us/states/ia/counties/worth/index.md
index 1a35ef2b90..93d651309e 100644
--- a/data/jurisdictions/us/states/ia/counties/worth/index.md
+++ b/data/jurisdictions/us/states/ia/counties/worth/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 258
   bachelors_plus: 1275
+districts:
+  - to: "us/states/ia/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ia/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ia/districts/house/60"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 258 |
 | Bachelor's or higher | 1275 |
 
+## Districts
+
+- [IA-02](/us/states/ia/districts/02.md) — 100% (congressional)
+- [IA Senate District 30](/us/states/ia/districts/senate/30.md) — 100% (state senate)
+- [IA House District 60](/us/states/ia/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/counties/wright/index.md b/data/jurisdictions/us/states/ia/counties/wright/index.md
index 0cdf09190a..788147a20f 100644
--- a/data/jurisdictions/us/states/ia/counties/wright/index.md
+++ b/data/jurisdictions/us/states/ia/counties/wright/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 70
   hispanic: 2547
   bachelors_plus: 2690
+districts:
+  - to: "us/states/ia/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ia/districts/house/56"
+    rel: in-district
+    area_weight: 0.6922
+  - to: "us/states/ia/districts/house/55"
+    rel: in-district
+    area_weight: 0.3078
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ia]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 2547 |
 | Bachelor's or higher | 2690 |
 
+## Districts
+
+- [IA-04](/us/states/ia/districts/04.md) — 100% (congressional)
+- [IA Senate District 28](/us/states/ia/districts/senate/28.md) — 100% (state senate)
+- [IA House District 56](/us/states/ia/districts/house/56.md) — 69% (state house)
+- [IA House District 55](/us/states/ia/districts/house/55.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ia/districts/01.md b/data/jurisdictions/us/states/ia/districts/01.md
new file mode 100644
index 0000000000..c69580cb2b
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/01.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IA-01"
+classification: congressional-district
+state: "IA"
+district: "IA-01"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA-01
+
+Congressional district IA-01.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/02.md b/data/jurisdictions/us/states/ia/districts/02.md
new file mode 100644
index 0000000000..bfba18640a
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/02.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IA-02"
+classification: congressional-district
+state: "IA"
+district: "IA-02"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA-02
+
+Congressional district IA-02.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/03.md b/data/jurisdictions/us/states/ia/districts/03.md
new file mode 100644
index 0000000000..2af74202bb
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/03.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IA-03"
+classification: congressional-district
+state: "IA"
+district: "IA-03"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA-03
+
+Congressional district IA-03.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/04.md b/data/jurisdictions/us/states/ia/districts/04.md
new file mode 100644
index 0000000000..5b6edd46c2
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/04.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IA-04"
+classification: congressional-district
+state: "IA"
+district: "IA-04"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA-04
+
+Congressional district IA-04.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/1.md b/data/jurisdictions/us/states/ia/districts/house/1.md
new file mode 100644
index 0000000000..1dfb9c6298
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 1"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 1
+
+State House district 1 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/10.md b/data/jurisdictions/us/states/ia/districts/house/10.md
new file mode 100644
index 0000000000..fd4b027ef6
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 10"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 10
+
+State House district 10 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/100.md b/data/jurisdictions/us/states/ia/districts/house/100.md
new file mode 100644
index 0000000000..e6e2d38f1e
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 100"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 100
+
+State House district 100 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/11.md b/data/jurisdictions/us/states/ia/districts/house/11.md
new file mode 100644
index 0000000000..80c3e49a69
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 11"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 11
+
+State House district 11 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/12.md b/data/jurisdictions/us/states/ia/districts/house/12.md
new file mode 100644
index 0000000000..e775688766
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 12"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 12
+
+State House district 12 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/13.md b/data/jurisdictions/us/states/ia/districts/house/13.md
new file mode 100644
index 0000000000..33a376062a
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 13"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 13
+
+State House district 13 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/14.md b/data/jurisdictions/us/states/ia/districts/house/14.md
new file mode 100644
index 0000000000..16fd294b4f
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 14"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 14
+
+State House district 14 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/15.md b/data/jurisdictions/us/states/ia/districts/house/15.md
new file mode 100644
index 0000000000..42c2f8cce8
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 15"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 15
+
+State House district 15 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/16.md b/data/jurisdictions/us/states/ia/districts/house/16.md
new file mode 100644
index 0000000000..f33ac2313a
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 16"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 16
+
+State House district 16 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/17.md b/data/jurisdictions/us/states/ia/districts/house/17.md
new file mode 100644
index 0000000000..594451955c
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 17"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 17
+
+State House district 17 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/18.md b/data/jurisdictions/us/states/ia/districts/house/18.md
new file mode 100644
index 0000000000..e52df074fa
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 18"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 18
+
+State House district 18 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/19.md b/data/jurisdictions/us/states/ia/districts/house/19.md
new file mode 100644
index 0000000000..5a087c60b7
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 19"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 19
+
+State House district 19 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/2.md b/data/jurisdictions/us/states/ia/districts/house/2.md
new file mode 100644
index 0000000000..cff5a9efa8
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 2"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 2
+
+State House district 2 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/20.md b/data/jurisdictions/us/states/ia/districts/house/20.md
new file mode 100644
index 0000000000..c9c0905cbd
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 20"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 20
+
+State House district 20 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/21.md b/data/jurisdictions/us/states/ia/districts/house/21.md
new file mode 100644
index 0000000000..250cc15eb7
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 21"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 21
+
+State House district 21 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/22.md b/data/jurisdictions/us/states/ia/districts/house/22.md
new file mode 100644
index 0000000000..6357f622d9
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 22"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 22
+
+State House district 22 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/23.md b/data/jurisdictions/us/states/ia/districts/house/23.md
new file mode 100644
index 0000000000..eaba744ba6
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 23"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 23
+
+State House district 23 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/24.md b/data/jurisdictions/us/states/ia/districts/house/24.md
new file mode 100644
index 0000000000..076ee73972
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 24"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 24
+
+State House district 24 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/25.md b/data/jurisdictions/us/states/ia/districts/house/25.md
new file mode 100644
index 0000000000..45111947db
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 25"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 25
+
+State House district 25 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/26.md b/data/jurisdictions/us/states/ia/districts/house/26.md
new file mode 100644
index 0000000000..39d161ffe5
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 26"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 26
+
+State House district 26 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/27.md b/data/jurisdictions/us/states/ia/districts/house/27.md
new file mode 100644
index 0000000000..825b35c02d
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 27"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 27
+
+State House district 27 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/28.md b/data/jurisdictions/us/states/ia/districts/house/28.md
new file mode 100644
index 0000000000..f416e4706e
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 28"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 28
+
+State House district 28 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/29.md b/data/jurisdictions/us/states/ia/districts/house/29.md
new file mode 100644
index 0000000000..2d4e858cce
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 29"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 29
+
+State House district 29 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/3.md b/data/jurisdictions/us/states/ia/districts/house/3.md
new file mode 100644
index 0000000000..232b1753cc
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 3"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 3
+
+State House district 3 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/30.md b/data/jurisdictions/us/states/ia/districts/house/30.md
new file mode 100644
index 0000000000..da22e1e4bb
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 30"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 30
+
+State House district 30 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/31.md b/data/jurisdictions/us/states/ia/districts/house/31.md
new file mode 100644
index 0000000000..d19d3ea0a9
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 31"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 31
+
+State House district 31 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/32.md b/data/jurisdictions/us/states/ia/districts/house/32.md
new file mode 100644
index 0000000000..f68498763e
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 32"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 32
+
+State House district 32 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/33.md b/data/jurisdictions/us/states/ia/districts/house/33.md
new file mode 100644
index 0000000000..d0d48ab19e
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 33"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 33
+
+State House district 33 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/34.md b/data/jurisdictions/us/states/ia/districts/house/34.md
new file mode 100644
index 0000000000..c54aa29861
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 34"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 34
+
+State House district 34 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/35.md b/data/jurisdictions/us/states/ia/districts/house/35.md
new file mode 100644
index 0000000000..d2ef517df8
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 35"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 35
+
+State House district 35 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/36.md b/data/jurisdictions/us/states/ia/districts/house/36.md
new file mode 100644
index 0000000000..c65090cb22
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 36"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 36
+
+State House district 36 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/37.md b/data/jurisdictions/us/states/ia/districts/house/37.md
new file mode 100644
index 0000000000..140018bcd0
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 37"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 37
+
+State House district 37 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/38.md b/data/jurisdictions/us/states/ia/districts/house/38.md
new file mode 100644
index 0000000000..bec27606bd
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 38"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 38
+
+State House district 38 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/39.md b/data/jurisdictions/us/states/ia/districts/house/39.md
new file mode 100644
index 0000000000..4be6e3d764
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 39"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 39
+
+State House district 39 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/4.md b/data/jurisdictions/us/states/ia/districts/house/4.md
new file mode 100644
index 0000000000..64ec3a4ebc
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 4"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 4
+
+State House district 4 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/40.md b/data/jurisdictions/us/states/ia/districts/house/40.md
new file mode 100644
index 0000000000..d62d2dade4
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 40"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 40
+
+State House district 40 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/41.md b/data/jurisdictions/us/states/ia/districts/house/41.md
new file mode 100644
index 0000000000..b9d9ae100b
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 41"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 41
+
+State House district 41 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/42.md b/data/jurisdictions/us/states/ia/districts/house/42.md
new file mode 100644
index 0000000000..4d34dda713
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 42"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 42
+
+State House district 42 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/43.md b/data/jurisdictions/us/states/ia/districts/house/43.md
new file mode 100644
index 0000000000..1832f6f7e1
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 43"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 43
+
+State House district 43 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/44.md b/data/jurisdictions/us/states/ia/districts/house/44.md
new file mode 100644
index 0000000000..c470c82f6b
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 44"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 44
+
+State House district 44 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/45.md b/data/jurisdictions/us/states/ia/districts/house/45.md
new file mode 100644
index 0000000000..4bbdf12a4f
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 45"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 45
+
+State House district 45 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/46.md b/data/jurisdictions/us/states/ia/districts/house/46.md
new file mode 100644
index 0000000000..7341abbace
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 46"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 46
+
+State House district 46 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/47.md b/data/jurisdictions/us/states/ia/districts/house/47.md
new file mode 100644
index 0000000000..479c2086b0
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 47"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 47
+
+State House district 47 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/48.md b/data/jurisdictions/us/states/ia/districts/house/48.md
new file mode 100644
index 0000000000..5232fd7807
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 48"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 48
+
+State House district 48 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/49.md b/data/jurisdictions/us/states/ia/districts/house/49.md
new file mode 100644
index 0000000000..905c6143a4
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 49"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 49
+
+State House district 49 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/5.md b/data/jurisdictions/us/states/ia/districts/house/5.md
new file mode 100644
index 0000000000..447ad73c87
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 5"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 5
+
+State House district 5 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/50.md b/data/jurisdictions/us/states/ia/districts/house/50.md
new file mode 100644
index 0000000000..35c6e61526
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 50"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 50
+
+State House district 50 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/51.md b/data/jurisdictions/us/states/ia/districts/house/51.md
new file mode 100644
index 0000000000..135c6b5adb
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 51"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 51
+
+State House district 51 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/52.md b/data/jurisdictions/us/states/ia/districts/house/52.md
new file mode 100644
index 0000000000..e1245e5eff
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 52"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 52
+
+State House district 52 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/53.md b/data/jurisdictions/us/states/ia/districts/house/53.md
new file mode 100644
index 0000000000..bfbbc891b0
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 53"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 53
+
+State House district 53 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/54.md b/data/jurisdictions/us/states/ia/districts/house/54.md
new file mode 100644
index 0000000000..3af4d58bf4
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 54"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 54
+
+State House district 54 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/55.md b/data/jurisdictions/us/states/ia/districts/house/55.md
new file mode 100644
index 0000000000..b6fc58cb3f
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 55"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 55
+
+State House district 55 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/56.md b/data/jurisdictions/us/states/ia/districts/house/56.md
new file mode 100644
index 0000000000..9996c64a23
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 56"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 56
+
+State House district 56 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/57.md b/data/jurisdictions/us/states/ia/districts/house/57.md
new file mode 100644
index 0000000000..e87d589f0c
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 57"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 57
+
+State House district 57 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/58.md b/data/jurisdictions/us/states/ia/districts/house/58.md
new file mode 100644
index 0000000000..516503141c
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 58"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 58
+
+State House district 58 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/59.md b/data/jurisdictions/us/states/ia/districts/house/59.md
new file mode 100644
index 0000000000..762971fe3c
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 59"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 59
+
+State House district 59 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/6.md b/data/jurisdictions/us/states/ia/districts/house/6.md
new file mode 100644
index 0000000000..02201740c3
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 6"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 6
+
+State House district 6 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/60.md b/data/jurisdictions/us/states/ia/districts/house/60.md
new file mode 100644
index 0000000000..b1dee0e722
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 60"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 60
+
+State House district 60 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/61.md b/data/jurisdictions/us/states/ia/districts/house/61.md
new file mode 100644
index 0000000000..de662987ec
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 61"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 61
+
+State House district 61 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/62.md b/data/jurisdictions/us/states/ia/districts/house/62.md
new file mode 100644
index 0000000000..9c2a045b03
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 62"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 62
+
+State House district 62 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/63.md b/data/jurisdictions/us/states/ia/districts/house/63.md
new file mode 100644
index 0000000000..3ddc52fa0f
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 63"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 63
+
+State House district 63 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/64.md b/data/jurisdictions/us/states/ia/districts/house/64.md
new file mode 100644
index 0000000000..cfe52860e6
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 64"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 64
+
+State House district 64 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/65.md b/data/jurisdictions/us/states/ia/districts/house/65.md
new file mode 100644
index 0000000000..405c008f29
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 65"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 65
+
+State House district 65 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/66.md b/data/jurisdictions/us/states/ia/districts/house/66.md
new file mode 100644
index 0000000000..06ac39a353
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 66"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 66
+
+State House district 66 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/67.md b/data/jurisdictions/us/states/ia/districts/house/67.md
new file mode 100644
index 0000000000..9e8bca958b
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 67"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 67
+
+State House district 67 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/68.md b/data/jurisdictions/us/states/ia/districts/house/68.md
new file mode 100644
index 0000000000..a71b0b7af6
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 68"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 68
+
+State House district 68 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/69.md b/data/jurisdictions/us/states/ia/districts/house/69.md
new file mode 100644
index 0000000000..43fccf5634
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 69"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 69
+
+State House district 69 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/7.md b/data/jurisdictions/us/states/ia/districts/house/7.md
new file mode 100644
index 0000000000..62303db214
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 7"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 7
+
+State House district 7 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/71.md b/data/jurisdictions/us/states/ia/districts/house/71.md
new file mode 100644
index 0000000000..f073784508
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 71"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 71
+
+State House district 71 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/72.md b/data/jurisdictions/us/states/ia/districts/house/72.md
new file mode 100644
index 0000000000..553d0d43aa
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 72"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 72
+
+State House district 72 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/73.md b/data/jurisdictions/us/states/ia/districts/house/73.md
new file mode 100644
index 0000000000..e69a8434ff
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 73"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 73
+
+State House district 73 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/74.md b/data/jurisdictions/us/states/ia/districts/house/74.md
new file mode 100644
index 0000000000..d625a7a935
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 74"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 74
+
+State House district 74 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/75.md b/data/jurisdictions/us/states/ia/districts/house/75.md
new file mode 100644
index 0000000000..21d9c0bbfc
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 75"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 75
+
+State House district 75 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/76.md b/data/jurisdictions/us/states/ia/districts/house/76.md
new file mode 100644
index 0000000000..962ffc81ad
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 76"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 76
+
+State House district 76 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/77.md b/data/jurisdictions/us/states/ia/districts/house/77.md
new file mode 100644
index 0000000000..c6b879596f
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 77"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 77
+
+State House district 77 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/78.md b/data/jurisdictions/us/states/ia/districts/house/78.md
new file mode 100644
index 0000000000..4bfd6a75e6
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 78"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 78
+
+State House district 78 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/79.md b/data/jurisdictions/us/states/ia/districts/house/79.md
new file mode 100644
index 0000000000..c7d407e579
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 79"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 79
+
+State House district 79 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/8.md b/data/jurisdictions/us/states/ia/districts/house/8.md
new file mode 100644
index 0000000000..2e73d9f95b
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 8"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 8
+
+State House district 8 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/80.md b/data/jurisdictions/us/states/ia/districts/house/80.md
new file mode 100644
index 0000000000..5c5741a7c6
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 80"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 80
+
+State House district 80 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/81.md b/data/jurisdictions/us/states/ia/districts/house/81.md
new file mode 100644
index 0000000000..9c3d4b64b6
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 81"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 81
+
+State House district 81 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/82.md b/data/jurisdictions/us/states/ia/districts/house/82.md
new file mode 100644
index 0000000000..bf479b92e4
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 82"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 82
+
+State House district 82 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/83.md b/data/jurisdictions/us/states/ia/districts/house/83.md
new file mode 100644
index 0000000000..e5e80090a8
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 83"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 83
+
+State House district 83 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/84.md b/data/jurisdictions/us/states/ia/districts/house/84.md
new file mode 100644
index 0000000000..cc289b5a82
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 84"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 84
+
+State House district 84 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/85.md b/data/jurisdictions/us/states/ia/districts/house/85.md
new file mode 100644
index 0000000000..86e3f9966a
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 85"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 85
+
+State House district 85 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/86.md b/data/jurisdictions/us/states/ia/districts/house/86.md
new file mode 100644
index 0000000000..54873afc07
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 86"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 86
+
+State House district 86 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/87.md b/data/jurisdictions/us/states/ia/districts/house/87.md
new file mode 100644
index 0000000000..bcfbb4a76d
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 87"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 87
+
+State House district 87 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/88.md b/data/jurisdictions/us/states/ia/districts/house/88.md
new file mode 100644
index 0000000000..e7488d2f6d
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 88"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 88
+
+State House district 88 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/89.md b/data/jurisdictions/us/states/ia/districts/house/89.md
new file mode 100644
index 0000000000..451eb1bb61
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 89"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 89
+
+State House district 89 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/9.md b/data/jurisdictions/us/states/ia/districts/house/9.md
new file mode 100644
index 0000000000..fe44aa3ebc
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 9"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 9
+
+State House district 9 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/90.md b/data/jurisdictions/us/states/ia/districts/house/90.md
new file mode 100644
index 0000000000..3882ea0459
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 90"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 90
+
+State House district 90 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/91.md b/data/jurisdictions/us/states/ia/districts/house/91.md
new file mode 100644
index 0000000000..edabc3084a
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 91"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 91
+
+State House district 91 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/92.md b/data/jurisdictions/us/states/ia/districts/house/92.md
new file mode 100644
index 0000000000..989a6e50cf
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 92"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 92
+
+State House district 92 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/93.md b/data/jurisdictions/us/states/ia/districts/house/93.md
new file mode 100644
index 0000000000..0a62b656d6
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 93"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 93
+
+State House district 93 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/94.md b/data/jurisdictions/us/states/ia/districts/house/94.md
new file mode 100644
index 0000000000..007420e7bd
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 94"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 94
+
+State House district 94 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/95.md b/data/jurisdictions/us/states/ia/districts/house/95.md
new file mode 100644
index 0000000000..035311ee2f
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 95"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 95
+
+State House district 95 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/96.md b/data/jurisdictions/us/states/ia/districts/house/96.md
new file mode 100644
index 0000000000..e2433b77a4
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 96"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 96
+
+State House district 96 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/97.md b/data/jurisdictions/us/states/ia/districts/house/97.md
new file mode 100644
index 0000000000..93fddd8676
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 97"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 97
+
+State House district 97 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/98.md b/data/jurisdictions/us/states/ia/districts/house/98.md
new file mode 100644
index 0000000000..97a230bddb
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 98"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 98
+
+State House district 98 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/house/99.md b/data/jurisdictions/us/states/ia/districts/house/99.md
new file mode 100644
index 0000000000..1deb17ef06
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA House District 99"
+classification: state-house-district
+state: "IA"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA House District 99
+
+State House district 99 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/1.md b/data/jurisdictions/us/states/ia/districts/senate/1.md
new file mode 100644
index 0000000000..833a0c5ac1
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 1"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 1
+
+State Senate district 1 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/10.md b/data/jurisdictions/us/states/ia/districts/senate/10.md
new file mode 100644
index 0000000000..1a095c7623
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 10"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 10
+
+State Senate district 10 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/11.md b/data/jurisdictions/us/states/ia/districts/senate/11.md
new file mode 100644
index 0000000000..e01cd0bf59
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 11"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 11
+
+State Senate district 11 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/12.md b/data/jurisdictions/us/states/ia/districts/senate/12.md
new file mode 100644
index 0000000000..46626a278f
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 12"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 12
+
+State Senate district 12 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/13.md b/data/jurisdictions/us/states/ia/districts/senate/13.md
new file mode 100644
index 0000000000..2ea4b06340
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 13"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 13
+
+State Senate district 13 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/14.md b/data/jurisdictions/us/states/ia/districts/senate/14.md
new file mode 100644
index 0000000000..1b26fe93c0
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 14"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 14
+
+State Senate district 14 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/15.md b/data/jurisdictions/us/states/ia/districts/senate/15.md
new file mode 100644
index 0000000000..d64c1825c1
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 15"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 15
+
+State Senate district 15 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/16.md b/data/jurisdictions/us/states/ia/districts/senate/16.md
new file mode 100644
index 0000000000..b57268ee65
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 16"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 16
+
+State Senate district 16 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/17.md b/data/jurisdictions/us/states/ia/districts/senate/17.md
new file mode 100644
index 0000000000..524780b32a
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 17"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 17
+
+State Senate district 17 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/18.md b/data/jurisdictions/us/states/ia/districts/senate/18.md
new file mode 100644
index 0000000000..c7992edbf1
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 18"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 18
+
+State Senate district 18 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/19.md b/data/jurisdictions/us/states/ia/districts/senate/19.md
new file mode 100644
index 0000000000..6ffe39ae49
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 19"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 19
+
+State Senate district 19 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/2.md b/data/jurisdictions/us/states/ia/districts/senate/2.md
new file mode 100644
index 0000000000..7b21eff592
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 2"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 2
+
+State Senate district 2 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/20.md b/data/jurisdictions/us/states/ia/districts/senate/20.md
new file mode 100644
index 0000000000..26289c4268
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 20"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 20
+
+State Senate district 20 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/21.md b/data/jurisdictions/us/states/ia/districts/senate/21.md
new file mode 100644
index 0000000000..7872f6bda4
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 21"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 21
+
+State Senate district 21 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/22.md b/data/jurisdictions/us/states/ia/districts/senate/22.md
new file mode 100644
index 0000000000..6984587885
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 22"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 22
+
+State Senate district 22 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/23.md b/data/jurisdictions/us/states/ia/districts/senate/23.md
new file mode 100644
index 0000000000..0f2d37fb19
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 23"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 23
+
+State Senate district 23 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/24.md b/data/jurisdictions/us/states/ia/districts/senate/24.md
new file mode 100644
index 0000000000..f875b31ad1
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 24"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 24
+
+State Senate district 24 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/25.md b/data/jurisdictions/us/states/ia/districts/senate/25.md
new file mode 100644
index 0000000000..01a0e1e145
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 25"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 25
+
+State Senate district 25 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/26.md b/data/jurisdictions/us/states/ia/districts/senate/26.md
new file mode 100644
index 0000000000..795ee5dbe8
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 26"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 26
+
+State Senate district 26 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/27.md b/data/jurisdictions/us/states/ia/districts/senate/27.md
new file mode 100644
index 0000000000..4db2382b11
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 27"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 27
+
+State Senate district 27 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/28.md b/data/jurisdictions/us/states/ia/districts/senate/28.md
new file mode 100644
index 0000000000..62fdd5b532
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 28"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 28
+
+State Senate district 28 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/29.md b/data/jurisdictions/us/states/ia/districts/senate/29.md
new file mode 100644
index 0000000000..a77bb531ca
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 29"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 29
+
+State Senate district 29 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/3.md b/data/jurisdictions/us/states/ia/districts/senate/3.md
new file mode 100644
index 0000000000..19c9059f26
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 3"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 3
+
+State Senate district 3 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/30.md b/data/jurisdictions/us/states/ia/districts/senate/30.md
new file mode 100644
index 0000000000..29480e1fbe
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 30"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 30
+
+State Senate district 30 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/32.md b/data/jurisdictions/us/states/ia/districts/senate/32.md
new file mode 100644
index 0000000000..620ad5d378
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 32"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 32
+
+State Senate district 32 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/33.md b/data/jurisdictions/us/states/ia/districts/senate/33.md
new file mode 100644
index 0000000000..8dd5759c0b
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 33"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 33
+
+State Senate district 33 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/34.md b/data/jurisdictions/us/states/ia/districts/senate/34.md
new file mode 100644
index 0000000000..e5354b7563
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 34"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 34
+
+State Senate district 34 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/35.md b/data/jurisdictions/us/states/ia/districts/senate/35.md
new file mode 100644
index 0000000000..97ff616bb6
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 35"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 35
+
+State Senate district 35 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/36.md b/data/jurisdictions/us/states/ia/districts/senate/36.md
new file mode 100644
index 0000000000..6136116d2d
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 36"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 36
+
+State Senate district 36 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/37.md b/data/jurisdictions/us/states/ia/districts/senate/37.md
new file mode 100644
index 0000000000..d198d1f70b
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 37"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 37
+
+State Senate district 37 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/38.md b/data/jurisdictions/us/states/ia/districts/senate/38.md
new file mode 100644
index 0000000000..0bac554e45
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 38"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 38
+
+State Senate district 38 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/39.md b/data/jurisdictions/us/states/ia/districts/senate/39.md
new file mode 100644
index 0000000000..3e9c309e7e
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 39"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 39
+
+State Senate district 39 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/4.md b/data/jurisdictions/us/states/ia/districts/senate/4.md
new file mode 100644
index 0000000000..8f4f138742
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 4"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 4
+
+State Senate district 4 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/40.md b/data/jurisdictions/us/states/ia/districts/senate/40.md
new file mode 100644
index 0000000000..99d9067a13
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 40"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 40
+
+State Senate district 40 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/41.md b/data/jurisdictions/us/states/ia/districts/senate/41.md
new file mode 100644
index 0000000000..ca6f2bcb84
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 41"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 41
+
+State Senate district 41 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/42.md b/data/jurisdictions/us/states/ia/districts/senate/42.md
new file mode 100644
index 0000000000..475495e4cc
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 42"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 42
+
+State Senate district 42 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/43.md b/data/jurisdictions/us/states/ia/districts/senate/43.md
new file mode 100644
index 0000000000..d15a0cdf1b
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 43"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 43
+
+State Senate district 43 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/44.md b/data/jurisdictions/us/states/ia/districts/senate/44.md
new file mode 100644
index 0000000000..95577b61ed
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 44"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 44
+
+State Senate district 44 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/45.md b/data/jurisdictions/us/states/ia/districts/senate/45.md
new file mode 100644
index 0000000000..ae6f6d2b5d
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 45"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 45
+
+State Senate district 45 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/46.md b/data/jurisdictions/us/states/ia/districts/senate/46.md
new file mode 100644
index 0000000000..8a884e45df
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 46"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 46
+
+State Senate district 46 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/47.md b/data/jurisdictions/us/states/ia/districts/senate/47.md
new file mode 100644
index 0000000000..19fae9c0cd
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 47"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 47
+
+State Senate district 47 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/48.md b/data/jurisdictions/us/states/ia/districts/senate/48.md
new file mode 100644
index 0000000000..770f549171
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 48"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 48
+
+State Senate district 48 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/49.md b/data/jurisdictions/us/states/ia/districts/senate/49.md
new file mode 100644
index 0000000000..1c1eb7315c
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 49"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 49
+
+State Senate district 49 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/5.md b/data/jurisdictions/us/states/ia/districts/senate/5.md
new file mode 100644
index 0000000000..0b5ce930d0
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 5"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 5
+
+State Senate district 5 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/50.md b/data/jurisdictions/us/states/ia/districts/senate/50.md
new file mode 100644
index 0000000000..aa44049446
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 50"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 50
+
+State Senate district 50 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/6.md b/data/jurisdictions/us/states/ia/districts/senate/6.md
new file mode 100644
index 0000000000..32a4f02ae8
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 6"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 6
+
+State Senate district 6 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/7.md b/data/jurisdictions/us/states/ia/districts/senate/7.md
new file mode 100644
index 0000000000..3ef5cb064e
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 7"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 7
+
+State Senate district 7 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/8.md b/data/jurisdictions/us/states/ia/districts/senate/8.md
new file mode 100644
index 0000000000..95c409e1dc
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 8"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 8
+
+State Senate district 8 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/districts/senate/9.md b/data/jurisdictions/us/states/ia/districts/senate/9.md
new file mode 100644
index 0000000000..c915d7c419
--- /dev/null
+++ b/data/jurisdictions/us/states/ia/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IA Senate District 9"
+classification: state-senate-district
+state: "IA"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ia]
+timestamp: "2026-07-03"
+---
+
+# IA Senate District 9
+
+State Senate district 9 (IA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ia/people/adam-zabner.md b/data/jurisdictions/us/states/ia/people/adam-zabner.md
index 127db076b8..baa30391db 100644
--- a/data/jurisdictions/us/states/ia/people/adam-zabner.md
+++ b/data/jurisdictions/us/states/ia/people/adam-zabner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 90"
+represents: "us/states/ia/districts/house/90"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 90 (IA State House of Representatives District 90).
 
+Represents [IA State House of Representatives District 90](/us/states/ia/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/adrian-dickey.md b/data/jurisdictions/us/states/ia/people/adrian-dickey.md
index 41de94a507..c207f92a44 100644
--- a/data/jurisdictions/us/states/ia/people/adrian-dickey.md
+++ b/data/jurisdictions/us/states/ia/people/adrian-dickey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 44"
+represents: "us/states/ia/districts/senate/44"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 44 (IA State Senate District 44).
 
+Represents [IA State Senate District 44](/us/states/ia/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/aime-wichtendahl.md b/data/jurisdictions/us/states/ia/people/aime-wichtendahl.md
index cceb71fc0b..80caffa649 100644
--- a/data/jurisdictions/us/states/ia/people/aime-wichtendahl.md
+++ b/data/jurisdictions/us/states/ia/people/aime-wichtendahl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 80"
+represents: "us/states/ia/districts/house/80"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 80 (IA State House of Representatives District 80).
 
+Represents [IA State House of Representatives District 80](/us/states/ia/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/amy-nielsen.md b/data/jurisdictions/us/states/ia/people/amy-nielsen.md
index e4d9582961..e2b748c074 100644
--- a/data/jurisdictions/us/states/ia/people/amy-nielsen.md
+++ b/data/jurisdictions/us/states/ia/people/amy-nielsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 85"
+represents: "us/states/ia/districts/house/85"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 85 (IA State House of Representatives District 85).
 
+Represents [IA State House of Representatives District 85](/us/states/ia/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/amy-sinclair.md b/data/jurisdictions/us/states/ia/people/amy-sinclair.md
index 852f6aea8c..a559e83d58 100644
--- a/data/jurisdictions/us/states/ia/people/amy-sinclair.md
+++ b/data/jurisdictions/us/states/ia/people/amy-sinclair.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 12"
+represents: "us/states/ia/districts/senate/12"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 12 (IA State Senate District 12).
 
+Represents [IA State Senate District 12](/us/states/ia/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/angel-ramirez.md b/data/jurisdictions/us/states/ia/people/angel-ramirez.md
index 48e040dc54..291177f906 100644
--- a/data/jurisdictions/us/states/ia/people/angel-ramirez.md
+++ b/data/jurisdictions/us/states/ia/people/angel-ramirez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 78"
+represents: "us/states/ia/districts/house/78"
 tenure:
   start: "2025-05-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 78 (IA State House of Representatives District 78).
 
+Represents [IA State House of Representatives District 78](/us/states/ia/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/ann-meyer.md b/data/jurisdictions/us/states/ia/people/ann-meyer.md
index 369d7b5386..1de3c8aa3b 100644
--- a/data/jurisdictions/us/states/ia/people/ann-meyer.md
+++ b/data/jurisdictions/us/states/ia/people/ann-meyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 8"
+represents: "us/states/ia/districts/house/8"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 8 (IA State House of Representatives District 8).
 
+Represents [IA State House of Representatives District 8](/us/states/ia/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/annette-sweeney.md b/data/jurisdictions/us/states/ia/people/annette-sweeney.md
index 6a70e4d7bc..6fa41ed131 100644
--- a/data/jurisdictions/us/states/ia/people/annette-sweeney.md
+++ b/data/jurisdictions/us/states/ia/people/annette-sweeney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 27"
+represents: "us/states/ia/districts/senate/27"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 27 (IA State Senate District 27).
 
+Represents [IA State Senate District 27](/us/states/ia/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/art-staed.md b/data/jurisdictions/us/states/ia/people/art-staed.md
index 3851127b15..cbc71af259 100644
--- a/data/jurisdictions/us/states/ia/people/art-staed.md
+++ b/data/jurisdictions/us/states/ia/people/art-staed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 40"
+represents: "us/states/ia/districts/senate/40"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 40 (IA State Senate District 40).
 
+Represents [IA State Senate District 40](/us/states/ia/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/austin-baeth.md b/data/jurisdictions/us/states/ia/people/austin-baeth.md
index 942f7e6801..477074f941 100644
--- a/data/jurisdictions/us/states/ia/people/austin-baeth.md
+++ b/data/jurisdictions/us/states/ia/people/austin-baeth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 36"
+represents: "us/states/ia/districts/house/36"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 36 (IA State House of Representatives District 36).
 
+Represents [IA State House of Representatives District 36](/us/states/ia/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/austin-harris.md b/data/jurisdictions/us/states/ia/people/austin-harris.md
index 5f287a943b..e95c889dbc 100644
--- a/data/jurisdictions/us/states/ia/people/austin-harris.md
+++ b/data/jurisdictions/us/states/ia/people/austin-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 26"
+represents: "us/states/ia/districts/house/26"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 26 (IA State House of Representatives District 26).
 
+Represents [IA State House of Representatives District 26](/us/states/ia/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/barb-kniff-mcculla.md b/data/jurisdictions/us/states/ia/people/barb-kniff-mcculla.md
index 215f74c108..3818a1dc09 100644
--- a/data/jurisdictions/us/states/ia/people/barb-kniff-mcculla.md
+++ b/data/jurisdictions/us/states/ia/people/barb-kniff-mcculla.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 37"
+represents: "us/states/ia/districts/house/37"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 37 (IA State House of Representatives District 37).
 
+Represents [IA State House of Representatives District 37](/us/states/ia/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/beth-wessel-kroeschell.md b/data/jurisdictions/us/states/ia/people/beth-wessel-kroeschell.md
index 90939df4c5..04c8cdb18c 100644
--- a/data/jurisdictions/us/states/ia/people/beth-wessel-kroeschell.md
+++ b/data/jurisdictions/us/states/ia/people/beth-wessel-kroeschell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 49"
+represents: "us/states/ia/districts/house/49"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 49 (IA State House of Representatives District 49).
 
+Represents [IA State House of Representatives District 49](/us/states/ia/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/bill-gustoff.md b/data/jurisdictions/us/states/ia/people/bill-gustoff.md
index 2fec28f4d8..806325dcce 100644
--- a/data/jurisdictions/us/states/ia/people/bill-gustoff.md
+++ b/data/jurisdictions/us/states/ia/people/bill-gustoff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 40"
+represents: "us/states/ia/districts/house/40"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 40 (IA State House of Representatives District 40).
 
+Represents [IA State House of Representatives District 40](/us/states/ia/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/blaine-watkins.md b/data/jurisdictions/us/states/ia/people/blaine-watkins.md
index 50ec752af0..7d8f4d6272 100644
--- a/data/jurisdictions/us/states/ia/people/blaine-watkins.md
+++ b/data/jurisdictions/us/states/ia/people/blaine-watkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 100"
+represents: "us/states/ia/districts/house/100"
 tenure:
   start: "2025-03-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 100 (IA State House of Representatives District 100).
 
+Represents [IA State House of Representatives District 100](/us/states/ia/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/bob-henderson.md b/data/jurisdictions/us/states/ia/people/bob-henderson.md
index 80661a4c18..877e5f9d5c 100644
--- a/data/jurisdictions/us/states/ia/people/bob-henderson.md
+++ b/data/jurisdictions/us/states/ia/people/bob-henderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 2"
+represents: "us/states/ia/districts/house/2"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 2 (IA State House of Representatives District 2).
 
+Represents [IA State House of Representatives District 2](/us/states/ia/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/bob-kressig.md b/data/jurisdictions/us/states/ia/people/bob-kressig.md
index fe66104e45..dd45f3f99e 100644
--- a/data/jurisdictions/us/states/ia/people/bob-kressig.md
+++ b/data/jurisdictions/us/states/ia/people/bob-kressig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 75"
+represents: "us/states/ia/districts/house/75"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 75 (IA State House of Representatives District 75).
 
+Represents [IA State House of Representatives District 75](/us/states/ia/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/bobby-kaufmann.md b/data/jurisdictions/us/states/ia/people/bobby-kaufmann.md
index e3a32a854b..734a819948 100644
--- a/data/jurisdictions/us/states/ia/people/bobby-kaufmann.md
+++ b/data/jurisdictions/us/states/ia/people/bobby-kaufmann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 82"
+represents: "us/states/ia/districts/house/82"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 82 (IA State House of Representatives District 82).
 
+Represents [IA State House of Representatives District 82](/us/states/ia/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/brent-siegrist.md b/data/jurisdictions/us/states/ia/people/brent-siegrist.md
index 1aba2f4abe..b4d6f8892e 100644
--- a/data/jurisdictions/us/states/ia/people/brent-siegrist.md
+++ b/data/jurisdictions/us/states/ia/people/brent-siegrist.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 19"
+represents: "us/states/ia/districts/house/19"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 19 (IA State House of Representatives District 19).
 
+Represents [IA State House of Representatives District 19](/us/states/ia/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/brett-barker.md b/data/jurisdictions/us/states/ia/people/brett-barker.md
index 98aa5c0309..cd94765375 100644
--- a/data/jurisdictions/us/states/ia/people/brett-barker.md
+++ b/data/jurisdictions/us/states/ia/people/brett-barker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 51"
+represents: "us/states/ia/districts/house/51"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 51 (IA State House of Representatives District 51).
 
+Represents [IA State House of Representatives District 51](/us/states/ia/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/brian-lohse.md b/data/jurisdictions/us/states/ia/people/brian-lohse.md
index 222b53501a..668ccc4293 100644
--- a/data/jurisdictions/us/states/ia/people/brian-lohse.md
+++ b/data/jurisdictions/us/states/ia/people/brian-lohse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 45"
+represents: "us/states/ia/districts/house/45"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 45 (IA State House of Representatives District 45).
 
+Represents [IA State House of Representatives District 45](/us/states/ia/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/brian-meyer.md b/data/jurisdictions/us/states/ia/people/brian-meyer.md
index 4f7ea12919..20f12b22f9 100644
--- a/data/jurisdictions/us/states/ia/people/brian-meyer.md
+++ b/data/jurisdictions/us/states/ia/people/brian-meyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 29"
+represents: "us/states/ia/districts/house/29"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 29 (IA State House of Representatives District 29).
 
+Represents [IA State House of Representatives District 29](/us/states/ia/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/brooke-boden.md b/data/jurisdictions/us/states/ia/people/brooke-boden.md
index 164640caf1..2699877e77 100644
--- a/data/jurisdictions/us/states/ia/people/brooke-boden.md
+++ b/data/jurisdictions/us/states/ia/people/brooke-boden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 21"
+represents: "us/states/ia/districts/house/21"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 21 (IA State House of Representatives District 21).
 
+Represents [IA State House of Representatives District 21](/us/states/ia/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/bubba-sorensen.md b/data/jurisdictions/us/states/ia/people/bubba-sorensen.md
index c21f14c095..355c55335d 100644
--- a/data/jurisdictions/us/states/ia/people/bubba-sorensen.md
+++ b/data/jurisdictions/us/states/ia/people/bubba-sorensen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 23"
+represents: "us/states/ia/districts/house/23"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 23 (IA State House of Representatives District 23).
 
+Represents [IA State House of Representatives District 23](/us/states/ia/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/carrie-koelker.md b/data/jurisdictions/us/states/ia/people/carrie-koelker.md
index ff3435c63c..2098d5eaeb 100644
--- a/data/jurisdictions/us/states/ia/people/carrie-koelker.md
+++ b/data/jurisdictions/us/states/ia/people/carrie-koelker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 33"
+represents: "us/states/ia/districts/senate/33"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 33 (IA State Senate District 33).
 
+Represents [IA State Senate District 33](/us/states/ia/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/carter-nordman.md b/data/jurisdictions/us/states/ia/people/carter-nordman.md
index cc626b719d..03b1904190 100644
--- a/data/jurisdictions/us/states/ia/people/carter-nordman.md
+++ b/data/jurisdictions/us/states/ia/people/carter-nordman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 47"
+represents: "us/states/ia/districts/house/47"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 47 (IA State House of Representatives District 47).
 
+Represents [IA State House of Representatives District 47](/us/states/ia/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/catelin-drey.md b/data/jurisdictions/us/states/ia/people/catelin-drey.md
index 7c7f76598a..3ce4d40ffd 100644
--- a/data/jurisdictions/us/states/ia/people/catelin-drey.md
+++ b/data/jurisdictions/us/states/ia/people/catelin-drey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 1"
+represents: "us/states/ia/districts/senate/1"
 tenure:
   start: "2025-09-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 1 (IA State Senate District 1).
 
+Represents [IA State Senate District 1](/us/states/ia/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/chad-behn.md b/data/jurisdictions/us/states/ia/people/chad-behn.md
index 257f60367a..eac5e598c6 100644
--- a/data/jurisdictions/us/states/ia/people/chad-behn.md
+++ b/data/jurisdictions/us/states/ia/people/chad-behn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 48"
+represents: "us/states/ia/districts/house/48"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 48 (IA State House of Representatives District 48).
 
+Represents [IA State House of Representatives District 48](/us/states/ia/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/chad-ingels.md b/data/jurisdictions/us/states/ia/people/chad-ingels.md
index 97556d7c03..1b6cc8f890 100644
--- a/data/jurisdictions/us/states/ia/people/chad-ingels.md
+++ b/data/jurisdictions/us/states/ia/people/chad-ingels.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 68"
+represents: "us/states/ia/districts/house/68"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 68 (IA State House of Representatives District 68).
 
+Represents [IA State House of Representatives District 68](/us/states/ia/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/charley-thomson.md b/data/jurisdictions/us/states/ia/people/charley-thomson.md
index 3ce96ec047..7cb08dcc82 100644
--- a/data/jurisdictions/us/states/ia/people/charley-thomson.md
+++ b/data/jurisdictions/us/states/ia/people/charley-thomson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 58"
+represents: "us/states/ia/districts/house/58"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 58 (IA State House of Representatives District 58).
 
+Represents [IA State House of Representatives District 58](/us/states/ia/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/charlie-mcclintock.md b/data/jurisdictions/us/states/ia/people/charlie-mcclintock.md
index d2d7515321..c279439ec2 100644
--- a/data/jurisdictions/us/states/ia/people/charlie-mcclintock.md
+++ b/data/jurisdictions/us/states/ia/people/charlie-mcclintock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 42"
+represents: "us/states/ia/districts/senate/42"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 42 (IA State Senate District 42).
 
+Represents [IA State Senate District 42](/us/states/ia/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/cherielynn-westrich.md b/data/jurisdictions/us/states/ia/people/cherielynn-westrich.md
index 27225d954d..3e7a3c998e 100644
--- a/data/jurisdictions/us/states/ia/people/cherielynn-westrich.md
+++ b/data/jurisdictions/us/states/ia/people/cherielynn-westrich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 13"
+represents: "us/states/ia/districts/senate/13"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 13 (IA State Senate District 13).
 
+Represents [IA State Senate District 13](/us/states/ia/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/christian-hermanson.md b/data/jurisdictions/us/states/ia/people/christian-hermanson.md
index d8a2627568..c8e52655ce 100644
--- a/data/jurisdictions/us/states/ia/people/christian-hermanson.md
+++ b/data/jurisdictions/us/states/ia/people/christian-hermanson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 59"
+represents: "us/states/ia/districts/house/59"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 59 (IA State House of Representatives District 59).
 
+Represents [IA State House of Representatives District 59](/us/states/ia/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/cindy-golding.md b/data/jurisdictions/us/states/ia/people/cindy-golding.md
index 35ec09d6b2..d2e8879536 100644
--- a/data/jurisdictions/us/states/ia/people/cindy-golding.md
+++ b/data/jurisdictions/us/states/ia/people/cindy-golding.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 83"
+represents: "us/states/ia/districts/house/83"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 83 (IA State House of Representatives District 83).
 
+Represents [IA State House of Representatives District 83](/us/states/ia/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/cindy-winckler.md b/data/jurisdictions/us/states/ia/people/cindy-winckler.md
index 92acf69643..08a6cbec70 100644
--- a/data/jurisdictions/us/states/ia/people/cindy-winckler.md
+++ b/data/jurisdictions/us/states/ia/people/cindy-winckler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 49"
+represents: "us/states/ia/districts/senate/49"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 49 (IA State Senate District 49).
 
+Represents [IA State Senate District 49](/us/states/ia/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/craig-johnson.md b/data/jurisdictions/us/states/ia/people/craig-johnson.md
index 4f32bf582c..f42afa59c1 100644
--- a/data/jurisdictions/us/states/ia/people/craig-johnson.md
+++ b/data/jurisdictions/us/states/ia/people/craig-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 67"
+represents: "us/states/ia/districts/house/67"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 67 (IA State House of Representatives District 67).
 
+Represents [IA State House of Representatives District 67](/us/states/ia/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/craig-williams.md b/data/jurisdictions/us/states/ia/people/craig-williams.md
index 3c65d2c6f7..a91918500c 100644
--- a/data/jurisdictions/us/states/ia/people/craig-williams.md
+++ b/data/jurisdictions/us/states/ia/people/craig-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 11"
+represents: "us/states/ia/districts/house/11"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 11 (IA State House of Representatives District 11).
 
+Represents [IA State House of Representatives District 11](/us/states/ia/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/dan-dawson.md b/data/jurisdictions/us/states/ia/people/dan-dawson.md
index 472686b88c..b2b646b13a 100644
--- a/data/jurisdictions/us/states/ia/people/dan-dawson.md
+++ b/data/jurisdictions/us/states/ia/people/dan-dawson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 10"
+represents: "us/states/ia/districts/senate/10"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 10 (IA State Senate District 10).
 
+Represents [IA State Senate District 10](/us/states/ia/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/dan-gehlbach.md b/data/jurisdictions/us/states/ia/people/dan-gehlbach.md
index 9a51260dbd..eb7ad08349 100644
--- a/data/jurisdictions/us/states/ia/people/dan-gehlbach.md
+++ b/data/jurisdictions/us/states/ia/people/dan-gehlbach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 46"
+represents: "us/states/ia/districts/house/46"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 46 (IA State House of Representatives District 46).
 
+Represents [IA State House of Representatives District 46](/us/states/ia/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/dan-gosa.md b/data/jurisdictions/us/states/ia/people/dan-gosa.md
index c75e4dbd63..69200e109c 100644
--- a/data/jurisdictions/us/states/ia/people/dan-gosa.md
+++ b/data/jurisdictions/us/states/ia/people/dan-gosa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 81"
+represents: "us/states/ia/districts/house/81"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 81 (IA State House of Representatives District 81).
 
+Represents [IA State House of Representatives District 81](/us/states/ia/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/dan-zumbach.md b/data/jurisdictions/us/states/ia/people/dan-zumbach.md
index 3d658bfeaa..795fc89cee 100644
--- a/data/jurisdictions/us/states/ia/people/dan-zumbach.md
+++ b/data/jurisdictions/us/states/ia/people/dan-zumbach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 34"
+represents: "us/states/ia/districts/senate/34"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 34 (IA State Senate District 34).
 
+Represents [IA State Senate District 34](/us/states/ia/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/dave-jacoby.md b/data/jurisdictions/us/states/ia/people/dave-jacoby.md
index 215a59bbb4..186f387b74 100644
--- a/data/jurisdictions/us/states/ia/people/dave-jacoby.md
+++ b/data/jurisdictions/us/states/ia/people/dave-jacoby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 86"
+represents: "us/states/ia/districts/house/86"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 86 (IA State House of Representatives District 86).
 
+Represents [IA State House of Representatives District 86](/us/states/ia/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/dave-rowley.md b/data/jurisdictions/us/states/ia/people/dave-rowley.md
index 980c4e6512..557d68e32e 100644
--- a/data/jurisdictions/us/states/ia/people/dave-rowley.md
+++ b/data/jurisdictions/us/states/ia/people/dave-rowley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 5"
+represents: "us/states/ia/districts/senate/5"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 5 (IA State Senate District 5).
 
+Represents [IA State Senate District 5](/us/states/ia/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/dave-sires.md b/data/jurisdictions/us/states/ia/people/dave-sires.md
index 0bd0bee4b8..cb32474f35 100644
--- a/data/jurisdictions/us/states/ia/people/dave-sires.md
+++ b/data/jurisdictions/us/states/ia/people/dave-sires.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 38"
+represents: "us/states/ia/districts/senate/38"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 38 (IA State Senate District 38).
 
+Represents [IA State Senate District 38](/us/states/ia/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/david-blom.md b/data/jurisdictions/us/states/ia/people/david-blom.md
index c224535cea..ad7e2aafa6 100644
--- a/data/jurisdictions/us/states/ia/people/david-blom.md
+++ b/data/jurisdictions/us/states/ia/people/david-blom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 52"
+represents: "us/states/ia/districts/house/52"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 52 (IA State House of Representatives District 52).
 
+Represents [IA State House of Representatives District 52](/us/states/ia/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/david-sieck.md b/data/jurisdictions/us/states/ia/people/david-sieck.md
index 1108c2722c..68c9770604 100644
--- a/data/jurisdictions/us/states/ia/people/david-sieck.md
+++ b/data/jurisdictions/us/states/ia/people/david-sieck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 16"
+represents: "us/states/ia/districts/house/16"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 16 (IA State House of Representatives District 16).
 
+Represents [IA State House of Representatives District 16](/us/states/ia/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/david-young.md b/data/jurisdictions/us/states/ia/people/david-young.md
index 21499befb5..42f882ef62 100644
--- a/data/jurisdictions/us/states/ia/people/david-young.md
+++ b/data/jurisdictions/us/states/ia/people/david-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 28"
+represents: "us/states/ia/districts/house/28"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 28 (IA State House of Representatives District 28).
 
+Represents [IA State House of Representatives District 28](/us/states/ia/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/dawn-driscoll.md b/data/jurisdictions/us/states/ia/people/dawn-driscoll.md
index 79e8db6644..e23b132c83 100644
--- a/data/jurisdictions/us/states/ia/people/dawn-driscoll.md
+++ b/data/jurisdictions/us/states/ia/people/dawn-driscoll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 46"
+represents: "us/states/ia/districts/senate/46"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 46 (IA State Senate District 46).
 
+Represents [IA State Senate District 46](/us/states/ia/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/dean-fisher.md b/data/jurisdictions/us/states/ia/people/dean-fisher.md
index 86f483699d..ea4c226382 100644
--- a/data/jurisdictions/us/states/ia/people/dean-fisher.md
+++ b/data/jurisdictions/us/states/ia/people/dean-fisher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 53"
+represents: "us/states/ia/districts/house/53"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 53 (IA State House of Representatives District 53).
 
+Represents [IA State House of Representatives District 53](/us/states/ia/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/dennis-guth.md b/data/jurisdictions/us/states/ia/people/dennis-guth.md
index 97b2971e40..6440ef2b37 100644
--- a/data/jurisdictions/us/states/ia/people/dennis-guth.md
+++ b/data/jurisdictions/us/states/ia/people/dennis-guth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 28"
+represents: "us/states/ia/districts/senate/28"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 28 (IA State Senate District 28).
 
+Represents [IA State Senate District 28](/us/states/ia/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/derek-wulf.md b/data/jurisdictions/us/states/ia/people/derek-wulf.md
index 0bd1ca2507..9e0961896e 100644
--- a/data/jurisdictions/us/states/ia/people/derek-wulf.md
+++ b/data/jurisdictions/us/states/ia/people/derek-wulf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 76"
+represents: "us/states/ia/districts/house/76"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 76 (IA State House of Representatives District 76).
 
+Represents [IA State House of Representatives District 76](/us/states/ia/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/devon-wood.md b/data/jurisdictions/us/states/ia/people/devon-wood.md
index ce25a60029..939ca54e24 100644
--- a/data/jurisdictions/us/states/ia/people/devon-wood.md
+++ b/data/jurisdictions/us/states/ia/people/devon-wood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 17"
+represents: "us/states/ia/districts/house/17"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 17 (IA State House of Representatives District 17).
 
+Represents [IA State House of Representatives District 17](/us/states/ia/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/doug-campbell.md b/data/jurisdictions/us/states/ia/people/doug-campbell.md
index 715a6fa1a6..6401669fe4 100644
--- a/data/jurisdictions/us/states/ia/people/doug-campbell.md
+++ b/data/jurisdictions/us/states/ia/people/doug-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 30"
+represents: "us/states/ia/districts/senate/30"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 30 (IA State Senate District 30).
 
+Represents [IA State Senate District 30](/us/states/ia/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/eddie-andrews.md b/data/jurisdictions/us/states/ia/people/eddie-andrews.md
index f9601d773b..d72415305c 100644
--- a/data/jurisdictions/us/states/ia/people/eddie-andrews.md
+++ b/data/jurisdictions/us/states/ia/people/eddie-andrews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 43"
+represents: "us/states/ia/districts/house/43"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 43 (IA State House of Representatives District 43).
 
+Represents [IA State House of Representatives District 43](/us/states/ia/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/elinor-levin.md b/data/jurisdictions/us/states/ia/people/elinor-levin.md
index 3dd1284c1c..08f7cdac2f 100644
--- a/data/jurisdictions/us/states/ia/people/elinor-levin.md
+++ b/data/jurisdictions/us/states/ia/people/elinor-levin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 89"
+represents: "us/states/ia/districts/house/89"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 89 (IA State House of Representatives District 89).
 
+Represents [IA State House of Representatives District 89](/us/states/ia/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/elizabeth-wilson.md b/data/jurisdictions/us/states/ia/people/elizabeth-wilson.md
index 17a89bef57..e03addaae2 100644
--- a/data/jurisdictions/us/states/ia/people/elizabeth-wilson.md
+++ b/data/jurisdictions/us/states/ia/people/elizabeth-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 73"
+represents: "us/states/ia/districts/house/73"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 73 (IA State House of Representatives District 73).
 
+Represents [IA State House of Representatives District 73](/us/states/ia/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/eric-gjerde.md b/data/jurisdictions/us/states/ia/people/eric-gjerde.md
index f3c6c22c6c..946e05e787 100644
--- a/data/jurisdictions/us/states/ia/people/eric-gjerde.md
+++ b/data/jurisdictions/us/states/ia/people/eric-gjerde.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 74"
+represents: "us/states/ia/districts/house/74"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 74 (IA State House of Representatives District 74).
 
+Represents [IA State House of Representatives District 74](/us/states/ia/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/gary-mohr.md b/data/jurisdictions/us/states/ia/people/gary-mohr.md
index 1c4686cd78..2c0516cad0 100644
--- a/data/jurisdictions/us/states/ia/people/gary-mohr.md
+++ b/data/jurisdictions/us/states/ia/people/gary-mohr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 93"
+represents: "us/states/ia/districts/house/93"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 93 (IA State House of Representatives District 93).
 
+Represents [IA State House of Representatives District 93](/us/states/ia/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/hans-wilz.md b/data/jurisdictions/us/states/ia/people/hans-wilz.md
index abcf0ae114..c50195c6cc 100644
--- a/data/jurisdictions/us/states/ia/people/hans-wilz.md
+++ b/data/jurisdictions/us/states/ia/people/hans-wilz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 25"
+represents: "us/states/ia/districts/house/25"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 25 (IA State House of Representatives District 25).
 
+Represents [IA State House of Representatives District 25](/us/states/ia/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/heather-hora.md b/data/jurisdictions/us/states/ia/people/heather-hora.md
index fce24963da..139948e0b0 100644
--- a/data/jurisdictions/us/states/ia/people/heather-hora.md
+++ b/data/jurisdictions/us/states/ia/people/heather-hora.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 92"
+represents: "us/states/ia/districts/house/92"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 92 (IA State House of Representatives District 92).
 
+Represents [IA State House of Representatives District 92](/us/states/ia/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/heather-matson.md b/data/jurisdictions/us/states/ia/people/heather-matson.md
index 175d57a9af..0933dd44a4 100644
--- a/data/jurisdictions/us/states/ia/people/heather-matson.md
+++ b/data/jurisdictions/us/states/ia/people/heather-matson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 42"
+represents: "us/states/ia/districts/house/42"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 42 (IA State House of Representatives District 42).
 
+Represents [IA State House of Representatives District 42](/us/states/ia/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/helena-hayes.md b/data/jurisdictions/us/states/ia/people/helena-hayes.md
index f2b82406a9..64b937ee0a 100644
--- a/data/jurisdictions/us/states/ia/people/helena-hayes.md
+++ b/data/jurisdictions/us/states/ia/people/helena-hayes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 88"
+represents: "us/states/ia/districts/house/88"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 88 (IA State House of Representatives District 88).
 
+Represents [IA State House of Representatives District 88](/us/states/ia/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/henry-stone.md b/data/jurisdictions/us/states/ia/people/henry-stone.md
index 604b054773..5c757b25d5 100644
--- a/data/jurisdictions/us/states/ia/people/henry-stone.md
+++ b/data/jurisdictions/us/states/ia/people/henry-stone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 9"
+represents: "us/states/ia/districts/house/9"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 9 (IA State House of Representatives District 9).
 
+Represents [IA State House of Representatives District 9](/us/states/ia/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/herman-quirmbach.md b/data/jurisdictions/us/states/ia/people/herman-quirmbach.md
index e0e8ceefcc..eaff473f00 100644
--- a/data/jurisdictions/us/states/ia/people/herman-quirmbach.md
+++ b/data/jurisdictions/us/states/ia/people/herman-quirmbach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 25"
+represents: "us/states/ia/districts/senate/25"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 25 (IA State Senate District 25).
 
+Represents [IA State Senate District 25](/us/states/ia/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/izaah-knox.md b/data/jurisdictions/us/states/ia/people/izaah-knox.md
index e8bfa401f0..55210f3301 100644
--- a/data/jurisdictions/us/states/ia/people/izaah-knox.md
+++ b/data/jurisdictions/us/states/ia/people/izaah-knox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 17"
+represents: "us/states/ia/districts/senate/17"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 17 (IA State Senate District 17).
 
+Represents [IA State Senate District 17](/us/states/ia/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/j-d-scholten.md b/data/jurisdictions/us/states/ia/people/j-d-scholten.md
index 254d46d20a..b665fc272b 100644
--- a/data/jurisdictions/us/states/ia/people/j-d-scholten.md
+++ b/data/jurisdictions/us/states/ia/people/j-d-scholten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 1"
+represents: "us/states/ia/districts/house/1"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 1 (IA State House of Representatives District 1).
 
+Represents [IA State House of Representatives District 1](/us/states/ia/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jack-whitver.md b/data/jurisdictions/us/states/ia/people/jack-whitver.md
index 9b021225cc..35398cc080 100644
--- a/data/jurisdictions/us/states/ia/people/jack-whitver.md
+++ b/data/jurisdictions/us/states/ia/people/jack-whitver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 23"
+represents: "us/states/ia/districts/senate/23"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 23 (IA State Senate District 23).
 
+Represents [IA State Senate District 23](/us/states/ia/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jacob-bossman.md b/data/jurisdictions/us/states/ia/people/jacob-bossman.md
index fdca95ed51..bdb6c143a4 100644
--- a/data/jurisdictions/us/states/ia/people/jacob-bossman.md
+++ b/data/jurisdictions/us/states/ia/people/jacob-bossman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 14"
+represents: "us/states/ia/districts/house/14"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 14 (IA State House of Representatives District 14).
 
+Represents [IA State House of Representatives District 14](/us/states/ia/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jane-bloomingdale.md b/data/jurisdictions/us/states/ia/people/jane-bloomingdale.md
index f7385a5e9d..d08fbc94e3 100644
--- a/data/jurisdictions/us/states/ia/people/jane-bloomingdale.md
+++ b/data/jurisdictions/us/states/ia/people/jane-bloomingdale.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 60"
+represents: "us/states/ia/districts/house/60"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 60 (IA State House of Representatives District 60).
 
+Represents [IA State House of Representatives District 60](/us/states/ia/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/janet-petersen.md b/data/jurisdictions/us/states/ia/people/janet-petersen.md
index 714389bae7..f8ad5d43f6 100644
--- a/data/jurisdictions/us/states/ia/people/janet-petersen.md
+++ b/data/jurisdictions/us/states/ia/people/janet-petersen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 18"
+represents: "us/states/ia/districts/senate/18"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 18 (IA State Senate District 18).
 
+Represents [IA State Senate District 18](/us/states/ia/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/janice-weiner.md b/data/jurisdictions/us/states/ia/people/janice-weiner.md
index 53dc6b72f9..e278aa9c9f 100644
--- a/data/jurisdictions/us/states/ia/people/janice-weiner.md
+++ b/data/jurisdictions/us/states/ia/people/janice-weiner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 45"
+represents: "us/states/ia/districts/senate/45"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 45 (IA State Senate District 45).
 
+Represents [IA State Senate District 45](/us/states/ia/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jason-gearhart.md b/data/jurisdictions/us/states/ia/people/jason-gearhart.md
index d12eb6d538..6940fb4beb 100644
--- a/data/jurisdictions/us/states/ia/people/jason-gearhart.md
+++ b/data/jurisdictions/us/states/ia/people/jason-gearhart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 64"
+represents: "us/states/ia/districts/house/64"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 64 (IA State House of Representatives District 64).
 
+Represents [IA State House of Representatives District 64](/us/states/ia/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jason-schultz.md b/data/jurisdictions/us/states/ia/people/jason-schultz.md
index 1730eb6ce9..e0bfbab30a 100644
--- a/data/jurisdictions/us/states/ia/people/jason-schultz.md
+++ b/data/jurisdictions/us/states/ia/people/jason-schultz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 6"
+represents: "us/states/ia/districts/senate/6"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 6 (IA State Senate District 6).
 
+Represents [IA State Senate District 6](/us/states/ia/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jeff-cooling.md b/data/jurisdictions/us/states/ia/people/jeff-cooling.md
index 141e0f63d6..d5d3a76f0a 100644
--- a/data/jurisdictions/us/states/ia/people/jeff-cooling.md
+++ b/data/jurisdictions/us/states/ia/people/jeff-cooling.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 77"
+represents: "us/states/ia/districts/house/77"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 77 (IA State House of Representatives District 77).
 
+Represents [IA State House of Representatives District 77](/us/states/ia/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jeff-reichman.md b/data/jurisdictions/us/states/ia/people/jeff-reichman.md
index 94b510e514..3aac39d8c5 100644
--- a/data/jurisdictions/us/states/ia/people/jeff-reichman.md
+++ b/data/jurisdictions/us/states/ia/people/jeff-reichman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 50"
+represents: "us/states/ia/districts/senate/50"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 50 (IA State Senate District 50).
 
+Represents [IA State Senate District 50](/us/states/ia/districts/senate/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jeff-shipley.md b/data/jurisdictions/us/states/ia/people/jeff-shipley.md
index acc8c3e0b4..ef791a2503 100644
--- a/data/jurisdictions/us/states/ia/people/jeff-shipley.md
+++ b/data/jurisdictions/us/states/ia/people/jeff-shipley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 87"
+represents: "us/states/ia/districts/house/87"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 87 (IA State House of Representatives District 87).
 
+Represents [IA State House of Representatives District 87](/us/states/ia/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jeff-taylor.md b/data/jurisdictions/us/states/ia/people/jeff-taylor.md
index b3a9b1f8e5..85fd3a7385 100644
--- a/data/jurisdictions/us/states/ia/people/jeff-taylor.md
+++ b/data/jurisdictions/us/states/ia/people/jeff-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 2"
+represents: "us/states/ia/districts/senate/2"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 2 (IA State Senate District 2).
 
+Represents [IA State Senate District 2](/us/states/ia/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jennifer-konfrst.md b/data/jurisdictions/us/states/ia/people/jennifer-konfrst.md
index 4121f133cf..18917846f1 100644
--- a/data/jurisdictions/us/states/ia/people/jennifer-konfrst.md
+++ b/data/jurisdictions/us/states/ia/people/jennifer-konfrst.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 32"
+represents: "us/states/ia/districts/house/32"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 32 (IA State House of Representatives District 32).
 
+Represents [IA State House of Representatives District 32](/us/states/ia/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jennifer-smith.md b/data/jurisdictions/us/states/ia/people/jennifer-smith.md
index 7b40c7b6c8..26c89cd08e 100644
--- a/data/jurisdictions/us/states/ia/people/jennifer-smith.md
+++ b/data/jurisdictions/us/states/ia/people/jennifer-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 72"
+represents: "us/states/ia/districts/house/72"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 72 (IA State House of Representatives District 72).
 
+Represents [IA State House of Representatives District 72](/us/states/ia/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jerome-amos.md b/data/jurisdictions/us/states/ia/people/jerome-amos.md
index 88e4bb5218..f90afc6946 100644
--- a/data/jurisdictions/us/states/ia/people/jerome-amos.md
+++ b/data/jurisdictions/us/states/ia/people/jerome-amos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 62"
+represents: "us/states/ia/districts/house/62"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 62 (IA State House of Representatives District 62).
 
+Represents [IA State House of Representatives District 62](/us/states/ia/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jesse-green.md b/data/jurisdictions/us/states/ia/people/jesse-green.md
index 0b2996f350..e612b25a1e 100644
--- a/data/jurisdictions/us/states/ia/people/jesse-green.md
+++ b/data/jurisdictions/us/states/ia/people/jesse-green.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 24"
+represents: "us/states/ia/districts/senate/24"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 24 (IA State Senate District 24).
 
+Represents [IA State Senate District 24](/us/states/ia/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/john-wills.md b/data/jurisdictions/us/states/ia/people/john-wills.md
index 3c2bc21948..7c95ee9565 100644
--- a/data/jurisdictions/us/states/ia/people/john-wills.md
+++ b/data/jurisdictions/us/states/ia/people/john-wills.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 10"
+represents: "us/states/ia/districts/house/10"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 10 (IA State House of Representatives District 10).
 
+Represents [IA State House of Representatives District 10](/us/states/ia/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/jon-dunwell.md b/data/jurisdictions/us/states/ia/people/jon-dunwell.md
index 100e28b463..ae8bf6f721 100644
--- a/data/jurisdictions/us/states/ia/people/jon-dunwell.md
+++ b/data/jurisdictions/us/states/ia/people/jon-dunwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 38"
+represents: "us/states/ia/districts/house/38"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 38 (IA State House of Representatives District 38).
 
+Represents [IA State House of Representatives District 38](/us/states/ia/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/josh-meggers.md b/data/jurisdictions/us/states/ia/people/josh-meggers.md
index 69be005e23..e7220e460d 100644
--- a/data/jurisdictions/us/states/ia/people/josh-meggers.md
+++ b/data/jurisdictions/us/states/ia/people/josh-meggers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 54"
+represents: "us/states/ia/districts/house/54"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 54 (IA State House of Representatives District 54).
 
+Represents [IA State House of Representatives District 54](/us/states/ia/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/josh-turek.md b/data/jurisdictions/us/states/ia/people/josh-turek.md
index f7ec0375d9..8a1147a9df 100644
--- a/data/jurisdictions/us/states/ia/people/josh-turek.md
+++ b/data/jurisdictions/us/states/ia/people/josh-turek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 20"
+represents: "us/states/ia/districts/house/20"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 20 (IA State House of Representatives District 20).
 
+Represents [IA State House of Representatives District 20](/us/states/ia/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/judd-lawler.md b/data/jurisdictions/us/states/ia/people/judd-lawler.md
index 949e8bebef..c153ff272e 100644
--- a/data/jurisdictions/us/states/ia/people/judd-lawler.md
+++ b/data/jurisdictions/us/states/ia/people/judd-lawler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 91"
+represents: "us/states/ia/districts/house/91"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 91 (IA State House of Representatives District 91).
 
+Represents [IA State House of Representatives District 91](/us/states/ia/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/julian-garrett.md b/data/jurisdictions/us/states/ia/people/julian-garrett.md
index 7789e75d14..1b74f8d89d 100644
--- a/data/jurisdictions/us/states/ia/people/julian-garrett.md
+++ b/data/jurisdictions/us/states/ia/people/julian-garrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 11"
+represents: "us/states/ia/districts/senate/11"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 11 (IA State Senate District 11).
 
+Represents [IA State Senate District 11](/us/states/ia/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/kara-warme.md b/data/jurisdictions/us/states/ia/people/kara-warme.md
index ce075e4a52..7e26316693 100644
--- a/data/jurisdictions/us/states/ia/people/kara-warme.md
+++ b/data/jurisdictions/us/states/ia/people/kara-warme.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 26"
+represents: "us/states/ia/districts/senate/26"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 26 (IA State Senate District 26).
 
+Represents [IA State Senate District 26](/us/states/ia/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/ken-croken.md b/data/jurisdictions/us/states/ia/people/ken-croken.md
index ec4d62e1fd..0ac9464aea 100644
--- a/data/jurisdictions/us/states/ia/people/ken-croken.md
+++ b/data/jurisdictions/us/states/ia/people/ken-croken.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 97"
+represents: "us/states/ia/districts/house/97"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 97 (IA State House of Representatives District 97).
 
+Represents [IA State House of Representatives District 97](/us/states/ia/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/ken-rozenboom.md b/data/jurisdictions/us/states/ia/people/ken-rozenboom.md
index 38dd64fa4f..624da1b1c2 100644
--- a/data/jurisdictions/us/states/ia/people/ken-rozenboom.md
+++ b/data/jurisdictions/us/states/ia/people/ken-rozenboom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 19"
+represents: "us/states/ia/districts/senate/19"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 19 (IA State Senate District 19).
 
+Represents [IA State Senate District 19](/us/states/ia/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/kenan-judge.md b/data/jurisdictions/us/states/ia/people/kenan-judge.md
index 62c5c39885..a548a86e5f 100644
--- a/data/jurisdictions/us/states/ia/people/kenan-judge.md
+++ b/data/jurisdictions/us/states/ia/people/kenan-judge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 27"
+represents: "us/states/ia/districts/house/27"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 27 (IA State House of Representatives District 27).
 
+Represents [IA State House of Representatives District 27](/us/states/ia/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/kerry-gruenhagen.md b/data/jurisdictions/us/states/ia/people/kerry-gruenhagen.md
index dc333c0aeb..e0e027e52c 100644
--- a/data/jurisdictions/us/states/ia/people/kerry-gruenhagen.md
+++ b/data/jurisdictions/us/states/ia/people/kerry-gruenhagen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 41"
+represents: "us/states/ia/districts/senate/41"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 41 (IA State Senate District 41).
 
+Represents [IA State Senate District 41](/us/states/ia/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/kevin-alons.md b/data/jurisdictions/us/states/ia/people/kevin-alons.md
index 6a153e6ba7..07ea282c60 100644
--- a/data/jurisdictions/us/states/ia/people/kevin-alons.md
+++ b/data/jurisdictions/us/states/ia/people/kevin-alons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 7"
+represents: "us/states/ia/districts/senate/7"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 7 (IA State Senate District 7).
 
+Represents [IA State Senate District 7](/us/states/ia/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/larry-mcburney.md b/data/jurisdictions/us/states/ia/people/larry-mcburney.md
index e25c6c4ee3..71dfc07b46 100644
--- a/data/jurisdictions/us/states/ia/people/larry-mcburney.md
+++ b/data/jurisdictions/us/states/ia/people/larry-mcburney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 44"
+represents: "us/states/ia/districts/house/44"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 44 (IA State House of Representatives District 44).
 
+Represents [IA State House of Representatives District 44](/us/states/ia/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/lindsay-james.md b/data/jurisdictions/us/states/ia/people/lindsay-james.md
index 0ad23f1842..d8b039f2b6 100644
--- a/data/jurisdictions/us/states/ia/people/lindsay-james.md
+++ b/data/jurisdictions/us/states/ia/people/lindsay-james.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 71"
+represents: "us/states/ia/districts/house/71"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 71 (IA State House of Representatives District 71).
 
+Represents [IA State House of Representatives District 71](/us/states/ia/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/liz-bennett.md b/data/jurisdictions/us/states/ia/people/liz-bennett.md
index ef13819bf6..01166b9c36 100644
--- a/data/jurisdictions/us/states/ia/people/liz-bennett.md
+++ b/data/jurisdictions/us/states/ia/people/liz-bennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 39"
+represents: "us/states/ia/districts/senate/39"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 39 (IA State Senate District 39).
 
+Represents [IA State Senate District 39](/us/states/ia/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/lynn-evans.md b/data/jurisdictions/us/states/ia/people/lynn-evans.md
index c664555a95..6d6cf5e777 100644
--- a/data/jurisdictions/us/states/ia/people/lynn-evans.md
+++ b/data/jurisdictions/us/states/ia/people/lynn-evans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 3"
+represents: "us/states/ia/districts/senate/3"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 3 (IA State Senate District 3).
 
+Represents [IA State Senate District 3](/us/states/ia/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/mark-cisneros.md b/data/jurisdictions/us/states/ia/people/mark-cisneros.md
index 83a68ef8b5..7f697f99fb 100644
--- a/data/jurisdictions/us/states/ia/people/mark-cisneros.md
+++ b/data/jurisdictions/us/states/ia/people/mark-cisneros.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 96"
+represents: "us/states/ia/districts/house/96"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 96 (IA State House of Representatives District 96).
 
+Represents [IA State House of Representatives District 96](/us/states/ia/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/mark-costello.md b/data/jurisdictions/us/states/ia/people/mark-costello.md
index 7645185683..c5b244a9e8 100644
--- a/data/jurisdictions/us/states/ia/people/mark-costello.md
+++ b/data/jurisdictions/us/states/ia/people/mark-costello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 8"
+represents: "us/states/ia/districts/senate/8"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 8 (IA State Senate District 8).
 
+Represents [IA State Senate District 8](/us/states/ia/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/mark-lofgren.md b/data/jurisdictions/us/states/ia/people/mark-lofgren.md
index 2157e10212..27757fd902 100644
--- a/data/jurisdictions/us/states/ia/people/mark-lofgren.md
+++ b/data/jurisdictions/us/states/ia/people/mark-lofgren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 48"
+represents: "us/states/ia/districts/senate/48"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 48 (IA State Senate District 48).
 
+Represents [IA State Senate District 48](/us/states/ia/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/mark-thompson.md b/data/jurisdictions/us/states/ia/people/mark-thompson.md
index 4f8d8ffc90..8ebe6fe67a 100644
--- a/data/jurisdictions/us/states/ia/people/mark-thompson.md
+++ b/data/jurisdictions/us/states/ia/people/mark-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 56"
+represents: "us/states/ia/districts/house/56"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 56 (IA State House of Representatives District 56).
 
+Represents [IA State House of Representatives District 56](/us/states/ia/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/mary-madison.md b/data/jurisdictions/us/states/ia/people/mary-madison.md
index 8896beaa5f..eb3178b231 100644
--- a/data/jurisdictions/us/states/ia/people/mary-madison.md
+++ b/data/jurisdictions/us/states/ia/people/mary-madison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 31"
+represents: "us/states/ia/districts/house/31"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 31 (IA State House of Representatives District 31).
 
+Represents [IA State House of Representatives District 31](/us/states/ia/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/matt-blake.md b/data/jurisdictions/us/states/ia/people/matt-blake.md
index edae804044..dc83e6f9c5 100644
--- a/data/jurisdictions/us/states/ia/people/matt-blake.md
+++ b/data/jurisdictions/us/states/ia/people/matt-blake.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 22"
+represents: "us/states/ia/districts/senate/22"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 22 (IA State Senate District 22).
 
+Represents [IA State Senate District 22](/us/states/ia/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/matt-rinker.md b/data/jurisdictions/us/states/ia/people/matt-rinker.md
index 91854675f3..491702b34c 100644
--- a/data/jurisdictions/us/states/ia/people/matt-rinker.md
+++ b/data/jurisdictions/us/states/ia/people/matt-rinker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 99"
+represents: "us/states/ia/districts/house/99"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 99 (IA State House of Representatives District 99).
 
+Represents [IA State House of Representatives District 99](/us/states/ia/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/matt-windschitl.md b/data/jurisdictions/us/states/ia/people/matt-windschitl.md
index b28bb7e305..3efba2c221 100644
--- a/data/jurisdictions/us/states/ia/people/matt-windschitl.md
+++ b/data/jurisdictions/us/states/ia/people/matt-windschitl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 15"
+represents: "us/states/ia/districts/house/15"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 15 (IA State House of Representatives District 15).
 
+Represents [IA State House of Representatives District 15](/us/states/ia/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/megan-jones.md b/data/jurisdictions/us/states/ia/people/megan-jones.md
index 0ff5d878ed..69e186eea0 100644
--- a/data/jurisdictions/us/states/ia/people/megan-jones.md
+++ b/data/jurisdictions/us/states/ia/people/megan-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 6"
+represents: "us/states/ia/districts/house/6"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 6 (IA State House of Representatives District 6).
 
+Represents [IA State House of Representatives District 6](/us/states/ia/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/megan-srinivas.md b/data/jurisdictions/us/states/ia/people/megan-srinivas.md
index 888e07642e..92d452862c 100644
--- a/data/jurisdictions/us/states/ia/people/megan-srinivas.md
+++ b/data/jurisdictions/us/states/ia/people/megan-srinivas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 30"
+represents: "us/states/ia/districts/house/30"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 30 (IA State House of Representatives District 30).
 
+Represents [IA State House of Representatives District 30](/us/states/ia/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/michael-bergan.md b/data/jurisdictions/us/states/ia/people/michael-bergan.md
index b976d3adf4..0928e7d594 100644
--- a/data/jurisdictions/us/states/ia/people/michael-bergan.md
+++ b/data/jurisdictions/us/states/ia/people/michael-bergan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 63"
+represents: "us/states/ia/districts/house/63"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 63 (IA State House of Representatives District 63).
 
+Represents [IA State House of Representatives District 63](/us/states/ia/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/mike-bousselot.md b/data/jurisdictions/us/states/ia/people/mike-bousselot.md
index 040235ac84..6220394b35 100644
--- a/data/jurisdictions/us/states/ia/people/mike-bousselot.md
+++ b/data/jurisdictions/us/states/ia/people/mike-bousselot.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 21"
+represents: "us/states/ia/districts/senate/21"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 21 (IA State Senate District 21).
 
+Represents [IA State Senate District 21](/us/states/ia/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/mike-klimesh.md b/data/jurisdictions/us/states/ia/people/mike-klimesh.md
index a29eae9991..e80452560a 100644
--- a/data/jurisdictions/us/states/ia/people/mike-klimesh.md
+++ b/data/jurisdictions/us/states/ia/people/mike-klimesh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 32"
+represents: "us/states/ia/districts/senate/32"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 32 (IA State Senate District 32).
 
+Represents [IA State Senate District 32](/us/states/ia/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/mike-pike.md b/data/jurisdictions/us/states/ia/people/mike-pike.md
index 7f84b7643b..8704fad889 100644
--- a/data/jurisdictions/us/states/ia/people/mike-pike.md
+++ b/data/jurisdictions/us/states/ia/people/mike-pike.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 20"
+represents: "us/states/ia/districts/senate/20"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 20 (IA State Senate District 20).
 
+Represents [IA State Senate District 20](/us/states/ia/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/mike-vondran.md b/data/jurisdictions/us/states/ia/people/mike-vondran.md
index 58acbd4aa8..9a76a02f3f 100644
--- a/data/jurisdictions/us/states/ia/people/mike-vondran.md
+++ b/data/jurisdictions/us/states/ia/people/mike-vondran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 94"
+represents: "us/states/ia/districts/house/94"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 94 (IA State House of Representatives District 94).
 
+Represents [IA State House of Representatives District 94](/us/states/ia/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/mike-zimmer.md b/data/jurisdictions/us/states/ia/people/mike-zimmer.md
index 6c481d5e55..cae1daed6f 100644
--- a/data/jurisdictions/us/states/ia/people/mike-zimmer.md
+++ b/data/jurisdictions/us/states/ia/people/mike-zimmer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 35"
+represents: "us/states/ia/districts/senate/35"
 tenure:
   start: "2025-02-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 35 (IA State Senate District 35).
 
+Represents [IA State Senate District 35](/us/states/ia/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/molly-donahue.md b/data/jurisdictions/us/states/ia/people/molly-donahue.md
index 64e9951fe1..633475d4ec 100644
--- a/data/jurisdictions/us/states/ia/people/molly-donahue.md
+++ b/data/jurisdictions/us/states/ia/people/molly-donahue.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 37"
+represents: "us/states/ia/districts/senate/37"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 37 (IA State Senate District 37).
 
+Represents [IA State Senate District 37](/us/states/ia/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/monica-kurth.md b/data/jurisdictions/us/states/ia/people/monica-kurth.md
index 60ec11da2f..1142a176f3 100644
--- a/data/jurisdictions/us/states/ia/people/monica-kurth.md
+++ b/data/jurisdictions/us/states/ia/people/monica-kurth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 98"
+represents: "us/states/ia/districts/house/98"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 98 (IA State House of Representatives District 98).
 
+Represents [IA State House of Representatives District 98](/us/states/ia/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/pat-grassley.md b/data/jurisdictions/us/states/ia/people/pat-grassley.md
index 3053ff373d..0b7580297c 100644
--- a/data/jurisdictions/us/states/ia/people/pat-grassley.md
+++ b/data/jurisdictions/us/states/ia/people/pat-grassley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 57"
+represents: "us/states/ia/districts/house/57"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 57 (IA State House of Representatives District 57).
 
+Represents [IA State House of Representatives District 57](/us/states/ia/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/renee-hardman.md b/data/jurisdictions/us/states/ia/people/renee-hardman.md
index 66225ae363..9b11e76ef3 100644
--- a/data/jurisdictions/us/states/ia/people/renee-hardman.md
+++ b/data/jurisdictions/us/states/ia/people/renee-hardman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 16"
+represents: "us/states/ia/districts/senate/16"
 tenure:
   start: "2026-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 16 (IA State Senate District 16).
 
+Represents [IA State Senate District 16](/us/states/ia/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/rick-olson.md b/data/jurisdictions/us/states/ia/people/rick-olson.md
index 5c0b8c8ba0..46dd912347 100644
--- a/data/jurisdictions/us/states/ia/people/rick-olson.md
+++ b/data/jurisdictions/us/states/ia/people/rick-olson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 39"
+represents: "us/states/ia/districts/house/39"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 39 (IA State House of Representatives District 39).
 
+Represents [IA State House of Representatives District 39](/us/states/ia/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/rob-johnson.md b/data/jurisdictions/us/states/ia/people/rob-johnson.md
index deeeb7834b..f9cff0c75e 100644
--- a/data/jurisdictions/us/states/ia/people/rob-johnson.md
+++ b/data/jurisdictions/us/states/ia/people/rob-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 34"
+represents: "us/states/ia/districts/house/34"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 34 (IA State House of Representatives District 34).
 
+Represents [IA State House of Representatives District 34](/us/states/ia/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/ross-wilburn.md b/data/jurisdictions/us/states/ia/people/ross-wilburn.md
index e83ef3e49a..e904925257 100644
--- a/data/jurisdictions/us/states/ia/people/ross-wilburn.md
+++ b/data/jurisdictions/us/states/ia/people/ross-wilburn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 50"
+represents: "us/states/ia/districts/house/50"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 50 (IA State House of Representatives District 50).
 
+Represents [IA State House of Representatives District 50](/us/states/ia/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/ruth-ann-gaines.md b/data/jurisdictions/us/states/ia/people/ruth-ann-gaines.md
index 87621318c9..2179b0e28e 100644
--- a/data/jurisdictions/us/states/ia/people/ruth-ann-gaines.md
+++ b/data/jurisdictions/us/states/ia/people/ruth-ann-gaines.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 33"
+represents: "us/states/ia/districts/house/33"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 33 (IA State House of Representatives District 33).
 
+Represents [IA State House of Representatives District 33](/us/states/ia/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/ryan-weldon.md b/data/jurisdictions/us/states/ia/people/ryan-weldon.md
index d59e67d080..c07d9109b1 100644
--- a/data/jurisdictions/us/states/ia/people/ryan-weldon.md
+++ b/data/jurisdictions/us/states/ia/people/ryan-weldon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 41"
+represents: "us/states/ia/districts/house/41"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 41 (IA State House of Representatives District 41).
 
+Represents [IA State House of Representatives District 41](/us/states/ia/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/sam-wengryn.md b/data/jurisdictions/us/states/ia/people/sam-wengryn.md
index d4bd5c9a03..f41139b04d 100644
--- a/data/jurisdictions/us/states/ia/people/sam-wengryn.md
+++ b/data/jurisdictions/us/states/ia/people/sam-wengryn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 24"
+represents: "us/states/ia/districts/house/24"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 24 (IA State House of Representatives District 24).
 
+Represents [IA State House of Representatives District 24](/us/states/ia/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/samantha-fett.md b/data/jurisdictions/us/states/ia/people/samantha-fett.md
index d0c12e0a61..b031eae6b2 100644
--- a/data/jurisdictions/us/states/ia/people/samantha-fett.md
+++ b/data/jurisdictions/us/states/ia/people/samantha-fett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 22"
+represents: "us/states/ia/districts/house/22"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 22 (IA State House of Representatives District 22).
 
+Represents [IA State House of Representatives District 22](/us/states/ia/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/sandy-salmon.md b/data/jurisdictions/us/states/ia/people/sandy-salmon.md
index 5b02390bdd..76f6fecc37 100644
--- a/data/jurisdictions/us/states/ia/people/sandy-salmon.md
+++ b/data/jurisdictions/us/states/ia/people/sandy-salmon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 29"
+represents: "us/states/ia/districts/senate/29"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 29 (IA State Senate District 29).
 
+Represents [IA State Senate District 29](/us/states/ia/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/sarah-garriott.md b/data/jurisdictions/us/states/ia/people/sarah-garriott.md
index e7f673b949..e6534c3e64 100644
--- a/data/jurisdictions/us/states/ia/people/sarah-garriott.md
+++ b/data/jurisdictions/us/states/ia/people/sarah-garriott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 14"
+represents: "us/states/ia/districts/senate/14"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 14 (IA State Senate District 14).
 
+Represents [IA State Senate District 14](/us/states/ia/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/scott-webster.md b/data/jurisdictions/us/states/ia/people/scott-webster.md
index 302da4dafc..9ecb602383 100644
--- a/data/jurisdictions/us/states/ia/people/scott-webster.md
+++ b/data/jurisdictions/us/states/ia/people/scott-webster.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 47"
+represents: "us/states/ia/districts/senate/47"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 47 (IA State Senate District 47).
 
+Represents [IA State Senate District 47](/us/states/ia/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/sean-bagniewski.md b/data/jurisdictions/us/states/ia/people/sean-bagniewski.md
index 9f99374333..9397f43c74 100644
--- a/data/jurisdictions/us/states/ia/people/sean-bagniewski.md
+++ b/data/jurisdictions/us/states/ia/people/sean-bagniewski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 35"
+represents: "us/states/ia/districts/house/35"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 35 (IA State House of Representatives District 35).
 
+Represents [IA State House of Representatives District 35](/us/states/ia/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/shannon-latham.md b/data/jurisdictions/us/states/ia/people/shannon-latham.md
index 4f8eb81db5..d23a76eabb 100644
--- a/data/jurisdictions/us/states/ia/people/shannon-latham.md
+++ b/data/jurisdictions/us/states/ia/people/shannon-latham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 55"
+represents: "us/states/ia/districts/house/55"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 55 (IA State House of Representatives District 55).
 
+Represents [IA State House of Representatives District 55](/us/states/ia/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/shannon-lundgren.md b/data/jurisdictions/us/states/ia/people/shannon-lundgren.md
index d57f3344dc..41d4c964e1 100644
--- a/data/jurisdictions/us/states/ia/people/shannon-lundgren.md
+++ b/data/jurisdictions/us/states/ia/people/shannon-lundgren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 65"
+represents: "us/states/ia/districts/house/65"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 65 (IA State House of Representatives District 65).
 
+Represents [IA State House of Representatives District 65](/us/states/ia/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/skyler-wheeler.md b/data/jurisdictions/us/states/ia/people/skyler-wheeler.md
index 6a1e93962c..cb60e1bf88 100644
--- a/data/jurisdictions/us/states/ia/people/skyler-wheeler.md
+++ b/data/jurisdictions/us/states/ia/people/skyler-wheeler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 4"
+represents: "us/states/ia/districts/house/4"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 4 (IA State House of Representatives District 4).
 
+Represents [IA State House of Representatives District 4](/us/states/ia/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/steve-bradley.md b/data/jurisdictions/us/states/ia/people/steve-bradley.md
index 0e43618173..7d6ff485da 100644
--- a/data/jurisdictions/us/states/ia/people/steve-bradley.md
+++ b/data/jurisdictions/us/states/ia/people/steve-bradley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 66"
+represents: "us/states/ia/districts/house/66"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 66 (IA State House of Representatives District 66).
 
+Represents [IA State House of Representatives District 66](/us/states/ia/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/steven-holt.md b/data/jurisdictions/us/states/ia/people/steven-holt.md
index 126741adf8..aee80b36af 100644
--- a/data/jurisdictions/us/states/ia/people/steven-holt.md
+++ b/data/jurisdictions/us/states/ia/people/steven-holt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 12"
+represents: "us/states/ia/districts/house/12"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 12 (IA State House of Representatives District 12).
 
+Represents [IA State House of Representatives District 12](/us/states/ia/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/taylor-collins.md b/data/jurisdictions/us/states/ia/people/taylor-collins.md
index 534b7d6259..51e628a8d6 100644
--- a/data/jurisdictions/us/states/ia/people/taylor-collins.md
+++ b/data/jurisdictions/us/states/ia/people/taylor-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 95"
+represents: "us/states/ia/districts/house/95"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 95 (IA State House of Representatives District 95).
 
+Represents [IA State House of Representatives District 95](/us/states/ia/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/tim-kraayenbrink.md b/data/jurisdictions/us/states/ia/people/tim-kraayenbrink.md
index 28bc761700..1f7176e3f7 100644
--- a/data/jurisdictions/us/states/ia/people/tim-kraayenbrink.md
+++ b/data/jurisdictions/us/states/ia/people/tim-kraayenbrink.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 4"
+represents: "us/states/ia/districts/senate/4"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 4 (IA State Senate District 4).
 
+Represents [IA State Senate District 4](/us/states/ia/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/timi-brown-powers.md b/data/jurisdictions/us/states/ia/people/timi-brown-powers.md
index a929f74a56..19a26a226e 100644
--- a/data/jurisdictions/us/states/ia/people/timi-brown-powers.md
+++ b/data/jurisdictions/us/states/ia/people/timi-brown-powers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 61"
+represents: "us/states/ia/districts/house/61"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 61 (IA State House of Representatives District 61).
 
+Represents [IA State House of Representatives District 61](/us/states/ia/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/tom-determann.md b/data/jurisdictions/us/states/ia/people/tom-determann.md
index 9c27addc2c..c8d71295e4 100644
--- a/data/jurisdictions/us/states/ia/people/tom-determann.md
+++ b/data/jurisdictions/us/states/ia/people/tom-determann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 69"
+represents: "us/states/ia/districts/house/69"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 69 (IA State House of Representatives District 69).
 
+Represents [IA State House of Representatives District 69](/us/states/ia/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/tom-gerhold.md b/data/jurisdictions/us/states/ia/people/tom-gerhold.md
index fbfed7e7bf..6e36bac2ae 100644
--- a/data/jurisdictions/us/states/ia/people/tom-gerhold.md
+++ b/data/jurisdictions/us/states/ia/people/tom-gerhold.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 84"
+represents: "us/states/ia/districts/house/84"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 84 (IA State House of Representatives District 84).
 
+Represents [IA State House of Representatives District 84](/us/states/ia/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/tom-jeneary.md b/data/jurisdictions/us/states/ia/people/tom-jeneary.md
index e47fc9c65e..dbbff7e27c 100644
--- a/data/jurisdictions/us/states/ia/people/tom-jeneary.md
+++ b/data/jurisdictions/us/states/ia/people/tom-jeneary.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 3"
+represents: "us/states/ia/districts/house/3"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 3 (IA State House of Representatives District 3).
 
+Represents [IA State House of Representatives District 3](/us/states/ia/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/tom-moore.md b/data/jurisdictions/us/states/ia/people/tom-moore.md
index 2a9a59e240..bdc78defdd 100644
--- a/data/jurisdictions/us/states/ia/people/tom-moore.md
+++ b/data/jurisdictions/us/states/ia/people/tom-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 18"
+represents: "us/states/ia/districts/house/18"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 18 (IA State House of Representatives District 18).
 
+Represents [IA State House of Representatives District 18](/us/states/ia/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/tom-shipley.md b/data/jurisdictions/us/states/ia/people/tom-shipley.md
index 49f3182ed8..9ad7dbbee0 100644
--- a/data/jurisdictions/us/states/ia/people/tom-shipley.md
+++ b/data/jurisdictions/us/states/ia/people/tom-shipley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 9"
+represents: "us/states/ia/districts/senate/9"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 9 (IA State Senate District 9).
 
+Represents [IA State Senate District 9](/us/states/ia/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/tom-townsend.md b/data/jurisdictions/us/states/ia/people/tom-townsend.md
index 6a60f4c917..bb321ed179 100644
--- a/data/jurisdictions/us/states/ia/people/tom-townsend.md
+++ b/data/jurisdictions/us/states/ia/people/tom-townsend.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 36"
+represents: "us/states/ia/districts/senate/36"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 36 (IA State Senate District 36).
 
+Represents [IA State Senate District 36](/us/states/ia/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/tony-bisignano.md b/data/jurisdictions/us/states/ia/people/tony-bisignano.md
index b2d822063d..e629a3ca7d 100644
--- a/data/jurisdictions/us/states/ia/people/tony-bisignano.md
+++ b/data/jurisdictions/us/states/ia/people/tony-bisignano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 15"
+represents: "us/states/ia/districts/senate/15"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 15 (IA State Senate District 15).
 
+Represents [IA State Senate District 15](/us/states/ia/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/tracy-ehlert.md b/data/jurisdictions/us/states/ia/people/tracy-ehlert.md
index bbad4ab59d..c026b44e4b 100644
--- a/data/jurisdictions/us/states/ia/people/tracy-ehlert.md
+++ b/data/jurisdictions/us/states/ia/people/tracy-ehlert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 79"
+represents: "us/states/ia/districts/house/79"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 79 (IA State House of Representatives District 79).
 
+Represents [IA State House of Representatives District 79](/us/states/ia/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/travis-sitzmann.md b/data/jurisdictions/us/states/ia/people/travis-sitzmann.md
index 66a91e3ddb..dc6a738df3 100644
--- a/data/jurisdictions/us/states/ia/people/travis-sitzmann.md
+++ b/data/jurisdictions/us/states/ia/people/travis-sitzmann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 13"
+represents: "us/states/ia/districts/house/13"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 13 (IA State House of Representatives District 13).
 
+Represents [IA State House of Representatives District 13](/us/states/ia/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/wendy-larson.md b/data/jurisdictions/us/states/ia/people/wendy-larson.md
index cbbe55cdb9..17fb991c4f 100644
--- a/data/jurisdictions/us/states/ia/people/wendy-larson.md
+++ b/data/jurisdictions/us/states/ia/people/wendy-larson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 7"
+represents: "us/states/ia/districts/house/7"
 tenure:
   start: "2026-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 7 (IA State House of Representatives District 7).
 
+Represents [IA State House of Representatives District 7](/us/states/ia/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/zach-dieken.md b/data/jurisdictions/us/states/ia/people/zach-dieken.md
index ca770abfc2..eea003ba5b 100644
--- a/data/jurisdictions/us/states/ia/people/zach-dieken.md
+++ b/data/jurisdictions/us/states/ia/people/zach-dieken.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State House of Representatives District 5"
+represents: "us/states/ia/districts/house/5"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA House District 5 (IA State House of Representatives District 5).
 
+Represents [IA State House of Representatives District 5](/us/states/ia/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ia/people/zach-wahls.md b/data/jurisdictions/us/states/ia/people/zach-wahls.md
index bf46aaa27c..06a71ee252 100644
--- a/data/jurisdictions/us/states/ia/people/zach-wahls.md
+++ b/data/jurisdictions/us/states/ia/people/zach-wahls.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IA"
 district: "IA State Senate District 43"
+represents: "us/states/ia/districts/senate/43"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IA Senate District 43 (IA State Senate District 43).
 
+Represents [IA State Senate District 43](/us/states/ia/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/counties/ada/index.md b/data/jurisdictions/us/states/id/counties/ada/index.md
index c5367385e2..634a8b0296 100644
--- a/data/jurisdictions/us/states/id/counties/ada/index.md
+++ b/data/jurisdictions/us/states/id/counties/ada/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 3444
   hispanic: 50948
   bachelors_plus: 215862
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.7626
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.2374
+  - to: "us/states/id/districts/senate/23"
+    rel: in-district
+    area_weight: 0.5574
+  - to: "us/states/id/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1351
+  - to: "us/states/id/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0909
+  - to: "us/states/id/districts/senate/14"
+    rel: in-district
+    area_weight: 0.081
+  - to: "us/states/id/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0379
+  - to: "us/states/id/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0221
+  - to: "us/states/id/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0197
+  - to: "us/states/id/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0169
+  - to: "us/states/id/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0134
+  - to: "us/states/id/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0127
+  - to: "us/states/id/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0125
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 50948 |
 | Bachelor's or higher | 215862 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 76% (congressional)
+- [ID-02](/us/states/id/districts/02.md) — 24% (congressional)
+- [ID Senate District 23](/us/states/id/districts/senate/23.md) — 56% (state senate)
+- [ID Senate District 18](/us/states/id/districts/senate/18.md) — 14% (state senate)
+- [ID Senate District 19](/us/states/id/districts/senate/19.md) — 9% (state senate)
+- [ID Senate District 14](/us/states/id/districts/senate/14.md) — 8% (state senate)
+- [ID Senate District 22](/us/states/id/districts/senate/22.md) — 4% (state senate)
+- [ID Senate District 10](/us/states/id/districts/senate/10.md) — 2% (state senate)
+- [ID Senate District 21](/us/states/id/districts/senate/21.md) — 2% (state senate)
+- [ID Senate District 20](/us/states/id/districts/senate/20.md) — 2% (state senate)
+- [ID Senate District 17](/us/states/id/districts/senate/17.md) — 1% (state senate)
+- [ID Senate District 15](/us/states/id/districts/senate/15.md) — 1% (state senate)
+- [ID Senate District 16](/us/states/id/districts/senate/16.md) — 1% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/adams/index.md b/data/jurisdictions/us/states/id/counties/adams/index.md
index 2fd79726b5..11fb24ed97 100644
--- a/data/jurisdictions/us/states/id/counties/adams/index.md
+++ b/data/jurisdictions/us/states/id/counties/adams/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 96
   hispanic: 235
   bachelors_plus: 1091
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/id/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 235 |
 | Bachelor's or higher | 1091 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 7](/us/states/id/districts/senate/7.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/bannock/index.md b/data/jurisdictions/us/states/id/counties/bannock/index.md
index 2a8c27b018..5bc3627660 100644
--- a/data/jurisdictions/us/states/id/counties/bannock/index.md
+++ b/data/jurisdictions/us/states/id/counties/bannock/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2300
   hispanic: 8869
   bachelors_plus: 24149
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/28"
+    rel: in-district
+    area_weight: 0.7367
+  - to: "us/states/id/districts/senate/35"
+    rel: in-district
+    area_weight: 0.2295
+  - to: "us/states/id/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0336
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8869 |
 | Bachelor's or higher | 24149 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 28](/us/states/id/districts/senate/28.md) — 74% (state senate)
+- [ID Senate District 35](/us/states/id/districts/senate/35.md) — 23% (state senate)
+- [ID Senate District 29](/us/states/id/districts/senate/29.md) — 3% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/bear-lake/index.md b/data/jurisdictions/us/states/id/counties/bear-lake/index.md
index 1dd04ca56d..1df84b53ef 100644
--- a/data/jurisdictions/us/states/id/counties/bear-lake/index.md
+++ b/data/jurisdictions/us/states/id/counties/bear-lake/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 36
   hispanic: 254
   bachelors_plus: 1195
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 254 |
 | Bachelor's or higher | 1195 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 35](/us/states/id/districts/senate/35.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/benewah/index.md b/data/jurisdictions/us/states/id/counties/benewah/index.md
index cbeb69ee32..f30c9806ba 100644
--- a/data/jurisdictions/us/states/id/counties/benewah/index.md
+++ b/data/jurisdictions/us/states/id/counties/benewah/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 839
   hispanic: 387
   bachelors_plus: 1906
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 387 |
 | Bachelor's or higher | 1906 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 2](/us/states/id/districts/senate/2.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/bingham/index.md b/data/jurisdictions/us/states/id/counties/bingham/index.md
index 85a0af91f5..3a8918af14 100644
--- a/data/jurisdictions/us/states/id/counties/bingham/index.md
+++ b/data/jurisdictions/us/states/id/counties/bingham/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 2598
   hispanic: 8829
   bachelors_plus: 8718
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 8829 |
 | Bachelor's or higher | 8718 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 30](/us/states/id/districts/senate/30.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/blaine/index.md b/data/jurisdictions/us/states/id/counties/blaine/index.md
index e07656bbe3..4fd069697d 100644
--- a/data/jurisdictions/us/states/id/counties/blaine/index.md
+++ b/data/jurisdictions/us/states/id/counties/blaine/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 332
   hispanic: 5451
   bachelors_plus: 11126
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 5451 |
 | Bachelor's or higher | 11126 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 26](/us/states/id/districts/senate/26.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/boise/index.md b/data/jurisdictions/us/states/id/counties/boise/index.md
index 86a4372161..2dcd583960 100644
--- a/data/jurisdictions/us/states/id/counties/boise/index.md
+++ b/data/jurisdictions/us/states/id/counties/boise/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 103
   hispanic: 422
   bachelors_plus: 2642
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/id/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 422 |
 | Bachelor's or higher | 2642 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 8](/us/states/id/districts/senate/8.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/bonner/index.md b/data/jurisdictions/us/states/id/counties/bonner/index.md
index 0d2ad54d6d..9c2e647a20 100644
--- a/data/jurisdictions/us/states/id/counties/bonner/index.md
+++ b/data/jurisdictions/us/states/id/counties/bonner/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 221
   hispanic: 2028
   bachelors_plus: 14735
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/id/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9068
+  - to: "us/states/id/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0931
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2028 |
 | Bachelor's or higher | 14735 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 1](/us/states/id/districts/senate/1.md) — 91% (state senate)
+- [ID Senate District 2](/us/states/id/districts/senate/2.md) — 9% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/bonneville/index.md b/data/jurisdictions/us/states/id/counties/bonneville/index.md
index f4db4a62c7..5a43fbe173 100644
--- a/data/jurisdictions/us/states/id/counties/bonneville/index.md
+++ b/data/jurisdictions/us/states/id/counties/bonneville/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1058
   hispanic: 18769
   bachelors_plus: 34605
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/id/districts/senate/35"
+    rel: in-district
+    area_weight: 0.7954
+  - to: "us/states/id/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1952
+  - to: "us/states/id/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0093
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 18769 |
 | Bachelor's or higher | 34605 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 35](/us/states/id/districts/senate/35.md) — 80% (state senate)
+- [ID Senate District 32](/us/states/id/districts/senate/32.md) — 20% (state senate)
+- [ID Senate District 33](/us/states/id/districts/senate/33.md) — 1% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/boundary/index.md b/data/jurisdictions/us/states/id/counties/boundary/index.md
index 26e323da88..8821378d52 100644
--- a/data/jurisdictions/us/states/id/counties/boundary/index.md
+++ b/data/jurisdictions/us/states/id/counties/boundary/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 208
   hispanic: 753
   bachelors_plus: 2988
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/id/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 753 |
 | Bachelor's or higher | 2988 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 1](/us/states/id/districts/senate/1.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/butte/index.md b/data/jurisdictions/us/states/id/counties/butte/index.md
index 851e89faba..4432d90937 100644
--- a/data/jurisdictions/us/states/id/counties/butte/index.md
+++ b/data/jurisdictions/us/states/id/counties/butte/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 12
   hispanic: 173
   bachelors_plus: 427
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 173 |
 | Bachelor's or higher | 427 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 30](/us/states/id/districts/senate/30.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/camas/index.md b/data/jurisdictions/us/states/id/counties/camas/index.md
index 65652eb689..cc6673fad8 100644
--- a/data/jurisdictions/us/states/id/counties/camas/index.md
+++ b/data/jurisdictions/us/states/id/counties/camas/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 21
   hispanic: 157
   bachelors_plus: 349
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 157 |
 | Bachelor's or higher | 349 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 24](/us/states/id/districts/senate/24.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/canyon/index.md b/data/jurisdictions/us/states/id/counties/canyon/index.md
index 6de7e84e68..ab62a9fb3a 100644
--- a/data/jurisdictions/us/states/id/counties/canyon/index.md
+++ b/data/jurisdictions/us/states/id/counties/canyon/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 2451
   hispanic: 65197
   bachelors_plus: 48359
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/id/districts/senate/9"
+    rel: in-district
+    area_weight: 0.3254
+  - to: "us/states/id/districts/senate/23"
+    rel: in-district
+    area_weight: 0.3164
+  - to: "us/states/id/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2364
+  - to: "us/states/id/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0519
+  - to: "us/states/id/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0367
+  - to: "us/states/id/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0331
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 65197 |
 | Bachelor's or higher | 48359 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 9](/us/states/id/districts/senate/9.md) — 33% (state senate)
+- [ID Senate District 23](/us/states/id/districts/senate/23.md) — 32% (state senate)
+- [ID Senate District 10](/us/states/id/districts/senate/10.md) — 24% (state senate)
+- [ID Senate District 13](/us/states/id/districts/senate/13.md) — 5% (state senate)
+- [ID Senate District 11](/us/states/id/districts/senate/11.md) — 4% (state senate)
+- [ID Senate District 12](/us/states/id/districts/senate/12.md) — 3% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/caribou/index.md b/data/jurisdictions/us/states/id/counties/caribou/index.md
index 1244db06f6..250092194b 100644
--- a/data/jurisdictions/us/states/id/counties/caribou/index.md
+++ b/data/jurisdictions/us/states/id/counties/caribou/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 10
   hispanic: 406
   bachelors_plus: 1092
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/id/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 406 |
 | Bachelor's or higher | 1092 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 35](/us/states/id/districts/senate/35.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/cassia/index.md b/data/jurisdictions/us/states/id/counties/cassia/index.md
index 41e9e44d22..3f0c7c4c11 100644
--- a/data/jurisdictions/us/states/id/counties/cassia/index.md
+++ b/data/jurisdictions/us/states/id/counties/cassia/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 456
   hispanic: 7664
   bachelors_plus: 4193
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/id/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 7664 |
 | Bachelor's or higher | 4193 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 27](/us/states/id/districts/senate/27.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/clark/index.md b/data/jurisdictions/us/states/id/counties/clark/index.md
index 75e77b890c..a9486ce74f 100644
--- a/data/jurisdictions/us/states/id/counties/clark/index.md
+++ b/data/jurisdictions/us/states/id/counties/clark/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 1
   hispanic: 244
   bachelors_plus: 126
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/id/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 244 |
 | Bachelor's or higher | 126 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 31](/us/states/id/districts/senate/31.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/clearwater/index.md b/data/jurisdictions/us/states/id/counties/clearwater/index.md
index aae4346385..bbe5f0f091 100644
--- a/data/jurisdictions/us/states/id/counties/clearwater/index.md
+++ b/data/jurisdictions/us/states/id/counties/clearwater/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 181
   hispanic: 411
   bachelors_plus: 1663
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/id/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 411 |
 | Bachelor's or higher | 1663 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 2](/us/states/id/districts/senate/2.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/custer/index.md b/data/jurisdictions/us/states/id/counties/custer/index.md
index 5abbe39d1e..7283bee3a7 100644
--- a/data/jurisdictions/us/states/id/counties/custer/index.md
+++ b/data/jurisdictions/us/states/id/counties/custer/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 17
   hispanic: 201
   bachelors_plus: 1329
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/id/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 201 |
 | Bachelor's or higher | 1329 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 8](/us/states/id/districts/senate/8.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/elmore/index.md b/data/jurisdictions/us/states/id/counties/elmore/index.md
index baa7df3017..7689b6f6d5 100644
--- a/data/jurisdictions/us/states/id/counties/elmore/index.md
+++ b/data/jurisdictions/us/states/id/counties/elmore/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 274
   hispanic: 5334
   bachelors_plus: 5386
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/id/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 5334 |
 | Bachelor's or higher | 5386 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 8](/us/states/id/districts/senate/8.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/franklin/index.md b/data/jurisdictions/us/states/id/counties/franklin/index.md
index 186ee7ca34..9ee86c8dee 100644
--- a/data/jurisdictions/us/states/id/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/id/counties/franklin/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 52
   hispanic: 1119
   bachelors_plus: 2826
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/id/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 1119 |
 | Bachelor's or higher | 2826 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 28](/us/states/id/districts/senate/28.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/fremont/index.md b/data/jurisdictions/us/states/id/counties/fremont/index.md
index 1f89bee7d3..8b60181a67 100644
--- a/data/jurisdictions/us/states/id/counties/fremont/index.md
+++ b/data/jurisdictions/us/states/id/counties/fremont/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 128
   hispanic: 1732
   bachelors_plus: 2748
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/id/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 1732 |
 | Bachelor's or higher | 2748 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 31](/us/states/id/districts/senate/31.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/gem/index.md b/data/jurisdictions/us/states/id/counties/gem/index.md
index 98faf28e11..0d603f13bd 100644
--- a/data/jurisdictions/us/states/id/counties/gem/index.md
+++ b/data/jurisdictions/us/states/id/counties/gem/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 155
   hispanic: 1992
   bachelors_plus: 3597
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 1992 |
 | Bachelor's or higher | 3597 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 14](/us/states/id/districts/senate/14.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/gooding/index.md b/data/jurisdictions/us/states/id/counties/gooding/index.md
index 3908122076..859c6a2d3a 100644
--- a/data/jurisdictions/us/states/id/counties/gooding/index.md
+++ b/data/jurisdictions/us/states/id/counties/gooding/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 349
   hispanic: 5016
   bachelors_plus: 2234
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 5016 |
 | Bachelor's or higher | 2234 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 24](/us/states/id/districts/senate/24.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/idaho/index.md b/data/jurisdictions/us/states/id/counties/idaho/index.md
index 06dc0414d4..dea7b78136 100644
--- a/data/jurisdictions/us/states/id/counties/idaho/index.md
+++ b/data/jurisdictions/us/states/id/counties/idaho/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 319
   hispanic: 689
   bachelors_plus: 3765
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/id/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 689 |
 | Bachelor's or higher | 3765 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 7](/us/states/id/districts/senate/7.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/jefferson/index.md b/data/jurisdictions/us/states/id/counties/jefferson/index.md
index 8e03575418..58f72e5e80 100644
--- a/data/jurisdictions/us/states/id/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/id/counties/jefferson/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 79
   hispanic: 3638
   bachelors_plus: 6987
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 3638 |
 | Bachelor's or higher | 6987 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 31](/us/states/id/districts/senate/31.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/jerome/index.md b/data/jurisdictions/us/states/id/counties/jerome/index.md
index d3d803e220..97d6cd033c 100644
--- a/data/jurisdictions/us/states/id/counties/jerome/index.md
+++ b/data/jurisdictions/us/states/id/counties/jerome/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 280
   hispanic: 9873
   bachelors_plus: 2756
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 9873 |
 | Bachelor's or higher | 2756 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 26](/us/states/id/districts/senate/26.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/kootenai/index.md b/data/jurisdictions/us/states/id/counties/kootenai/index.md
index 31bb33f6d1..e8b38dc2ca 100644
--- a/data/jurisdictions/us/states/id/counties/kootenai/index.md
+++ b/data/jurisdictions/us/states/id/counties/kootenai/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1493
   hispanic: 10298
   bachelors_plus: 50872
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/2"
+    rel: in-district
+    area_weight: 0.5815
+  - to: "us/states/id/districts/senate/5"
+    rel: in-district
+    area_weight: 0.2131
+  - to: "us/states/id/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1904
+  - to: "us/states/id/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0149
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 10298 |
 | Bachelor's or higher | 50872 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 2](/us/states/id/districts/senate/2.md) — 58% (state senate)
+- [ID Senate District 5](/us/states/id/districts/senate/5.md) — 21% (state senate)
+- [ID Senate District 3](/us/states/id/districts/senate/3.md) — 19% (state senate)
+- [ID Senate District 4](/us/states/id/districts/senate/4.md) — 1% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/latah/index.md b/data/jurisdictions/us/states/id/counties/latah/index.md
index bef9ace6c2..4f97b83b50 100644
--- a/data/jurisdictions/us/states/id/counties/latah/index.md
+++ b/data/jurisdictions/us/states/id/counties/latah/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 206
   hispanic: 2120
   bachelors_plus: 14341
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/id/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 2120 |
 | Bachelor's or higher | 14341 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 6](/us/states/id/districts/senate/6.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/lemhi/index.md b/data/jurisdictions/us/states/id/counties/lemhi/index.md
index a08c15dcbf..6c85adbf9a 100644
--- a/data/jurisdictions/us/states/id/counties/lemhi/index.md
+++ b/data/jurisdictions/us/states/id/counties/lemhi/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 34
   hispanic: 324
   bachelors_plus: 2004
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/id/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 324 |
 | Bachelor's or higher | 2004 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 31](/us/states/id/districts/senate/31.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/lewis/index.md b/data/jurisdictions/us/states/id/counties/lewis/index.md
index 69acfc1bb7..70b6891ec4 100644
--- a/data/jurisdictions/us/states/id/counties/lewis/index.md
+++ b/data/jurisdictions/us/states/id/counties/lewis/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 48
   hispanic: 158
   bachelors_plus: 767
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 158 |
 | Bachelor's or higher | 767 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 6](/us/states/id/districts/senate/6.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/lincoln/index.md b/data/jurisdictions/us/states/id/counties/lincoln/index.md
index 116db4ce9e..67aa1c986d 100644
--- a/data/jurisdictions/us/states/id/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/id/counties/lincoln/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 192
   hispanic: 1735
   bachelors_plus: 540
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 1735 |
 | Bachelor's or higher | 540 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 26](/us/states/id/districts/senate/26.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/madison/index.md b/data/jurisdictions/us/states/id/counties/madison/index.md
index 4dddfb2b6d..c4782c0433 100644
--- a/data/jurisdictions/us/states/id/counties/madison/index.md
+++ b/data/jurisdictions/us/states/id/counties/madison/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 134
   hispanic: 5369
   bachelors_plus: 10084
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 5369 |
 | Bachelor's or higher | 10084 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 34](/us/states/id/districts/senate/34.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/minidoka/index.md b/data/jurisdictions/us/states/id/counties/minidoka/index.md
index 47183cb973..c43d0d3f4d 100644
--- a/data/jurisdictions/us/states/id/counties/minidoka/index.md
+++ b/data/jurisdictions/us/states/id/counties/minidoka/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 407
   hispanic: 8227
   bachelors_plus: 3103
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 8227 |
 | Bachelor's or higher | 3103 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 27](/us/states/id/districts/senate/27.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/nez-perce/index.md b/data/jurisdictions/us/states/id/counties/nez-perce/index.md
index 4fd7a3f3a4..01b0a2c049 100644
--- a/data/jurisdictions/us/states/id/counties/nez-perce/index.md
+++ b/data/jurisdictions/us/states/id/counties/nez-perce/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1889
   hispanic: 1885
   bachelors_plus: 10678
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/id/districts/senate/6"
+    rel: in-district
+    area_weight: 0.623
+  - to: "us/states/id/districts/senate/7"
+    rel: in-district
+    area_weight: 0.3766
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1885 |
 | Bachelor's or higher | 10678 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 6](/us/states/id/districts/senate/6.md) — 62% (state senate)
+- [ID Senate District 7](/us/states/id/districts/senate/7.md) — 38% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/oneida/index.md b/data/jurisdictions/us/states/id/counties/oneida/index.md
index 028262a5f0..6fe8276769 100644
--- a/data/jurisdictions/us/states/id/counties/oneida/index.md
+++ b/data/jurisdictions/us/states/id/counties/oneida/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 29
   hispanic: 212
   bachelors_plus: 1101
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/id/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 212 |
 | Bachelor's or higher | 1101 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 27](/us/states/id/districts/senate/27.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/owyhee/index.md b/data/jurisdictions/us/states/id/counties/owyhee/index.md
index 59046de06b..7ce850d2be 100644
--- a/data/jurisdictions/us/states/id/counties/owyhee/index.md
+++ b/data/jurisdictions/us/states/id/counties/owyhee/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 611
   hispanic: 3103
   bachelors_plus: 1395
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/id/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 3103 |
 | Bachelor's or higher | 1395 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 23](/us/states/id/districts/senate/23.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/payette/index.md b/data/jurisdictions/us/states/id/counties/payette/index.md
index 1b14830bca..1a3d00da94 100644
--- a/data/jurisdictions/us/states/id/counties/payette/index.md
+++ b/data/jurisdictions/us/states/id/counties/payette/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 223
   hispanic: 4790
   bachelors_plus: 4085
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/id/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 4790 |
 | Bachelor's or higher | 4085 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 9](/us/states/id/districts/senate/9.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/power/index.md b/data/jurisdictions/us/states/id/counties/power/index.md
index a46091f75f..28e4fbfe81 100644
--- a/data/jurisdictions/us/states/id/counties/power/index.md
+++ b/data/jurisdictions/us/states/id/counties/power/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 119
   hispanic: 2787
   bachelors_plus: 993
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/id/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 2787 |
 | Bachelor's or higher | 993 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 28](/us/states/id/districts/senate/28.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/shoshone/index.md b/data/jurisdictions/us/states/id/counties/shoshone/index.md
index a59bcaf2a0..8edc4fb980 100644
--- a/data/jurisdictions/us/states/id/counties/shoshone/index.md
+++ b/data/jurisdictions/us/states/id/counties/shoshone/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 144
   hispanic: 565
   bachelors_plus: 1687
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/id/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 565 |
 | Bachelor's or higher | 1687 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 2](/us/states/id/districts/senate/2.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/teton/index.md b/data/jurisdictions/us/states/id/counties/teton/index.md
index f929c268b3..2dcfe50383 100644
--- a/data/jurisdictions/us/states/id/counties/teton/index.md
+++ b/data/jurisdictions/us/states/id/counties/teton/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 97
   hispanic: 2146
   bachelors_plus: 5836
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/id/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 2146 |
 | Bachelor's or higher | 5836 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 35](/us/states/id/districts/senate/35.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/twin-falls/index.md b/data/jurisdictions/us/states/id/counties/twin-falls/index.md
index e21fe328df..d81aa8c6d1 100644
--- a/data/jurisdictions/us/states/id/counties/twin-falls/index.md
+++ b/data/jurisdictions/us/states/id/counties/twin-falls/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 494
   hispanic: 16912
   bachelors_plus: 19467
+districts:
+  - to: "us/states/id/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/id/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9845
+  - to: "us/states/id/districts/senate/25"
+    rel: in-district
+    area_weight: 0.015
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 16912 |
 | Bachelor's or higher | 19467 |
 
+## Districts
+
+- [ID-02](/us/states/id/districts/02.md) — 100% (congressional)
+- [ID Senate District 24](/us/states/id/districts/senate/24.md) — 98% (state senate)
+- [ID Senate District 25](/us/states/id/districts/senate/25.md) — 2% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/valley/index.md b/data/jurisdictions/us/states/id/counties/valley/index.md
index 858b459682..ab3c1b198a 100644
--- a/data/jurisdictions/us/states/id/counties/valley/index.md
+++ b/data/jurisdictions/us/states/id/counties/valley/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 9
   hispanic: 670
   bachelors_plus: 5026
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/id/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 670 |
 | Bachelor's or higher | 5026 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 8](/us/states/id/districts/senate/8.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/counties/washington/index.md b/data/jurisdictions/us/states/id/counties/washington/index.md
index fdbf40af55..f37112eeb5 100644
--- a/data/jurisdictions/us/states/id/counties/washington/index.md
+++ b/data/jurisdictions/us/states/id/counties/washington/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 189
   hispanic: 1843
   bachelors_plus: 2167
+districts:
+  - to: "us/states/id/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/id/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, id]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1843 |
 | Bachelor's or higher | 2167 |
 
+## Districts
+
+- [ID-01](/us/states/id/districts/01.md) — 100% (congressional)
+- [ID Senate District 9](/us/states/id/districts/senate/9.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/id/districts/01.md b/data/jurisdictions/us/states/id/districts/01.md
new file mode 100644
index 0000000000..073aa58e2f
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/01.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "ID-01"
+classification: congressional-district
+state: "ID"
+district: "ID-01"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID-01
+
+Congressional district ID-01.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/02.md b/data/jurisdictions/us/states/id/districts/02.md
new file mode 100644
index 0000000000..c03c3e0beb
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/02.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "ID-02"
+classification: congressional-district
+state: "ID"
+district: "ID-02"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID-02
+
+Congressional district ID-02.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/10a.md b/data/jurisdictions/us/states/id/districts/house/10a.md
new file mode 100644
index 0000000000..38908f0d69
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/10a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 10A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "10A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 10A
+
+State House district 10A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/10b.md b/data/jurisdictions/us/states/id/districts/house/10b.md
new file mode 100644
index 0000000000..2b9e0b489b
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/10b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 10B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "10B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 10B
+
+State House district 10B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/11a.md b/data/jurisdictions/us/states/id/districts/house/11a.md
new file mode 100644
index 0000000000..19150bc40d
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/11a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 11A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "11A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 11A
+
+State House district 11A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/11b.md b/data/jurisdictions/us/states/id/districts/house/11b.md
new file mode 100644
index 0000000000..140c90b0db
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/11b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 11B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "11B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 11B
+
+State House district 11B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/12a.md b/data/jurisdictions/us/states/id/districts/house/12a.md
new file mode 100644
index 0000000000..3c880a0e98
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/12a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 12A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "12A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 12A
+
+State House district 12A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/12b.md b/data/jurisdictions/us/states/id/districts/house/12b.md
new file mode 100644
index 0000000000..13b911295b
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/12b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 12B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "12B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 12B
+
+State House district 12B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/13a.md b/data/jurisdictions/us/states/id/districts/house/13a.md
new file mode 100644
index 0000000000..e1eee6d41b
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/13a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 13A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "13A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 13A
+
+State House district 13A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/13b.md b/data/jurisdictions/us/states/id/districts/house/13b.md
new file mode 100644
index 0000000000..c41b917deb
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/13b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 13B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "13B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 13B
+
+State House district 13B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/14a.md b/data/jurisdictions/us/states/id/districts/house/14a.md
new file mode 100644
index 0000000000..c91bf6348e
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/14a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 14A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "14A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 14A
+
+State House district 14A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/14b.md b/data/jurisdictions/us/states/id/districts/house/14b.md
new file mode 100644
index 0000000000..487acf25f4
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/14b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 14B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "14B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 14B
+
+State House district 14B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/15a.md b/data/jurisdictions/us/states/id/districts/house/15a.md
new file mode 100644
index 0000000000..9b1ac1e40b
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/15a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 15A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "15A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 15A
+
+State House district 15A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/15b.md b/data/jurisdictions/us/states/id/districts/house/15b.md
new file mode 100644
index 0000000000..bf8dffe5f7
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/15b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 15B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "15B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 15B
+
+State House district 15B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/16a.md b/data/jurisdictions/us/states/id/districts/house/16a.md
new file mode 100644
index 0000000000..30896960e4
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/16a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 16A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "16A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 16A
+
+State House district 16A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/16b.md b/data/jurisdictions/us/states/id/districts/house/16b.md
new file mode 100644
index 0000000000..451ea94743
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/16b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 16B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "16B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 16B
+
+State House district 16B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/17a.md b/data/jurisdictions/us/states/id/districts/house/17a.md
new file mode 100644
index 0000000000..a2c8cba236
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/17a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 17A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "17A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 17A
+
+State House district 17A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/17b.md b/data/jurisdictions/us/states/id/districts/house/17b.md
new file mode 100644
index 0000000000..406043ae46
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/17b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 17B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "17B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 17B
+
+State House district 17B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/18a.md b/data/jurisdictions/us/states/id/districts/house/18a.md
new file mode 100644
index 0000000000..95f7ef1116
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/18a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 18A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "18A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 18A
+
+State House district 18A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/18b.md b/data/jurisdictions/us/states/id/districts/house/18b.md
new file mode 100644
index 0000000000..11094d8aa9
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/18b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 18B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "18B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 18B
+
+State House district 18B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/19a.md b/data/jurisdictions/us/states/id/districts/house/19a.md
new file mode 100644
index 0000000000..7394af0459
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/19a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 19A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "19A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 19A
+
+State House district 19A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/19b.md b/data/jurisdictions/us/states/id/districts/house/19b.md
new file mode 100644
index 0000000000..657335048e
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/19b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 19B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "19B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 19B
+
+State House district 19B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/1a.md b/data/jurisdictions/us/states/id/districts/house/1a.md
new file mode 100644
index 0000000000..fec8a4f503
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/1a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 1A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "1A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 1A
+
+State House district 1A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/1b.md b/data/jurisdictions/us/states/id/districts/house/1b.md
new file mode 100644
index 0000000000..dfbca4ef4a
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/1b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 1B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "1B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 1B
+
+State House district 1B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/20a.md b/data/jurisdictions/us/states/id/districts/house/20a.md
new file mode 100644
index 0000000000..528a61b174
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/20a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 20A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "20A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 20A
+
+State House district 20A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/20b.md b/data/jurisdictions/us/states/id/districts/house/20b.md
new file mode 100644
index 0000000000..2a2ecbbb62
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/20b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 20B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "20B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 20B
+
+State House district 20B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/21a.md b/data/jurisdictions/us/states/id/districts/house/21a.md
new file mode 100644
index 0000000000..bd233a7d94
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/21a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 21A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "21A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 21A
+
+State House district 21A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/21b.md b/data/jurisdictions/us/states/id/districts/house/21b.md
new file mode 100644
index 0000000000..7c6fdd0011
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/21b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 21B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "21B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 21B
+
+State House district 21B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/22b.md b/data/jurisdictions/us/states/id/districts/house/22b.md
new file mode 100644
index 0000000000..c3ee3682d3
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/22b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 22B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "22B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 22B
+
+State House district 22B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/23a.md b/data/jurisdictions/us/states/id/districts/house/23a.md
new file mode 100644
index 0000000000..a1b81daadd
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/23a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 23A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "23A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 23A
+
+State House district 23A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/23b.md b/data/jurisdictions/us/states/id/districts/house/23b.md
new file mode 100644
index 0000000000..93248bacd4
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/23b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 23B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "23B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 23B
+
+State House district 23B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/24a.md b/data/jurisdictions/us/states/id/districts/house/24a.md
new file mode 100644
index 0000000000..a4cb8dab17
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/24a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 24A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "24A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 24A
+
+State House district 24A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/24b.md b/data/jurisdictions/us/states/id/districts/house/24b.md
new file mode 100644
index 0000000000..0158a101a6
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/24b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 24B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "24B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 24B
+
+State House district 24B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/25a.md b/data/jurisdictions/us/states/id/districts/house/25a.md
new file mode 100644
index 0000000000..022fd75517
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/25a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 25A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "25A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 25A
+
+State House district 25A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/25b.md b/data/jurisdictions/us/states/id/districts/house/25b.md
new file mode 100644
index 0000000000..a786709df7
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/25b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 25B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "25B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 25B
+
+State House district 25B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/26a.md b/data/jurisdictions/us/states/id/districts/house/26a.md
new file mode 100644
index 0000000000..998e9fdc6a
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/26a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 26A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "26A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 26A
+
+State House district 26A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/26b.md b/data/jurisdictions/us/states/id/districts/house/26b.md
new file mode 100644
index 0000000000..e230c689cf
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/26b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 26B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "26B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 26B
+
+State House district 26B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/27a.md b/data/jurisdictions/us/states/id/districts/house/27a.md
new file mode 100644
index 0000000000..f5e96c5119
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/27a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 27A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "27A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 27A
+
+State House district 27A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/27b.md b/data/jurisdictions/us/states/id/districts/house/27b.md
new file mode 100644
index 0000000000..3501aa0bd6
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/27b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 27B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "27B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 27B
+
+State House district 27B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/28a.md b/data/jurisdictions/us/states/id/districts/house/28a.md
new file mode 100644
index 0000000000..3df3885490
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/28a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 28A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "28A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 28A
+
+State House district 28A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/28b.md b/data/jurisdictions/us/states/id/districts/house/28b.md
new file mode 100644
index 0000000000..65068c1780
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/28b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 28B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "28B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 28B
+
+State House district 28B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/29a.md b/data/jurisdictions/us/states/id/districts/house/29a.md
new file mode 100644
index 0000000000..6e71a5ac26
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/29a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 29A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "29A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 29A
+
+State House district 29A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/29b.md b/data/jurisdictions/us/states/id/districts/house/29b.md
new file mode 100644
index 0000000000..4e96b4722b
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/29b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 29B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "29B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 29B
+
+State House district 29B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/2a.md b/data/jurisdictions/us/states/id/districts/house/2a.md
new file mode 100644
index 0000000000..fbc503094b
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/2a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 2A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "2A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 2A
+
+State House district 2A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/2b.md b/data/jurisdictions/us/states/id/districts/house/2b.md
new file mode 100644
index 0000000000..3533fd8fbf
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/2b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 2B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "2B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 2B
+
+State House district 2B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/30a.md b/data/jurisdictions/us/states/id/districts/house/30a.md
new file mode 100644
index 0000000000..ad1096007b
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/30a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 30A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "30A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 30A
+
+State House district 30A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/30b.md b/data/jurisdictions/us/states/id/districts/house/30b.md
new file mode 100644
index 0000000000..58bd4cd912
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/30b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 30B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "30B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 30B
+
+State House district 30B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/31a.md b/data/jurisdictions/us/states/id/districts/house/31a.md
new file mode 100644
index 0000000000..96dd428fd8
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/31a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 31A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "31A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 31A
+
+State House district 31A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/31b.md b/data/jurisdictions/us/states/id/districts/house/31b.md
new file mode 100644
index 0000000000..27d13eef65
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/31b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 31B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "31B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 31B
+
+State House district 31B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/32a.md b/data/jurisdictions/us/states/id/districts/house/32a.md
new file mode 100644
index 0000000000..787be4cd4a
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/32a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 32A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "32A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 32A
+
+State House district 32A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/32b.md b/data/jurisdictions/us/states/id/districts/house/32b.md
new file mode 100644
index 0000000000..f2d0b37415
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/32b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 32B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "32B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 32B
+
+State House district 32B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/33a.md b/data/jurisdictions/us/states/id/districts/house/33a.md
new file mode 100644
index 0000000000..3437a87404
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/33a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 33A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "33A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 33A
+
+State House district 33A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/33b.md b/data/jurisdictions/us/states/id/districts/house/33b.md
new file mode 100644
index 0000000000..6ba1169a16
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/33b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 33B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "33B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 33B
+
+State House district 33B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/34a.md b/data/jurisdictions/us/states/id/districts/house/34a.md
new file mode 100644
index 0000000000..e0ba3208ef
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/34a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 34A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "34A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 34A
+
+State House district 34A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/34b.md b/data/jurisdictions/us/states/id/districts/house/34b.md
new file mode 100644
index 0000000000..27a5b85f3f
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/34b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 34B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "34B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 34B
+
+State House district 34B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/35a.md b/data/jurisdictions/us/states/id/districts/house/35a.md
new file mode 100644
index 0000000000..08c93bf721
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/35a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 35A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "35A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 35A
+
+State House district 35A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/35b.md b/data/jurisdictions/us/states/id/districts/house/35b.md
new file mode 100644
index 0000000000..5a2eb4a7b0
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/35b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 35B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "35B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 35B
+
+State House district 35B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/3a.md b/data/jurisdictions/us/states/id/districts/house/3a.md
new file mode 100644
index 0000000000..d665f6269f
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/3a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 3A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "3A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 3A
+
+State House district 3A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/3b.md b/data/jurisdictions/us/states/id/districts/house/3b.md
new file mode 100644
index 0000000000..a9e9709b92
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/3b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 3B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "3B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 3B
+
+State House district 3B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/4a.md b/data/jurisdictions/us/states/id/districts/house/4a.md
new file mode 100644
index 0000000000..9658a4102e
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/4a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 4A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "4A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 4A
+
+State House district 4A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/4b.md b/data/jurisdictions/us/states/id/districts/house/4b.md
new file mode 100644
index 0000000000..6393a31321
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/4b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 4B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "4B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 4B
+
+State House district 4B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/5a.md b/data/jurisdictions/us/states/id/districts/house/5a.md
new file mode 100644
index 0000000000..a8fdd26955
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/5a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 5A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "5A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 5A
+
+State House district 5A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/5b.md b/data/jurisdictions/us/states/id/districts/house/5b.md
new file mode 100644
index 0000000000..925ad744db
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/5b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 5B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "5B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 5B
+
+State House district 5B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/6a.md b/data/jurisdictions/us/states/id/districts/house/6a.md
new file mode 100644
index 0000000000..2ef26a8be2
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/6a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 6A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "6A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 6A
+
+State House district 6A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/6b.md b/data/jurisdictions/us/states/id/districts/house/6b.md
new file mode 100644
index 0000000000..4b051de7e7
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/6b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 6B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "6B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 6B
+
+State House district 6B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/7a.md b/data/jurisdictions/us/states/id/districts/house/7a.md
new file mode 100644
index 0000000000..7e52acd106
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/7a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 7A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "7A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 7A
+
+State House district 7A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/7b.md b/data/jurisdictions/us/states/id/districts/house/7b.md
new file mode 100644
index 0000000000..ba8732d23f
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/7b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 7B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "7B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 7B
+
+State House district 7B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/8a.md b/data/jurisdictions/us/states/id/districts/house/8a.md
new file mode 100644
index 0000000000..d5a33d427e
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/8a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 8A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "8A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 8A
+
+State House district 8A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/8b.md b/data/jurisdictions/us/states/id/districts/house/8b.md
new file mode 100644
index 0000000000..24cfccdae1
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/8b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 8B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "8B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 8B
+
+State House district 8B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/9a.md b/data/jurisdictions/us/states/id/districts/house/9a.md
new file mode 100644
index 0000000000..cbcb73a826
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/9a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 9A"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "9A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 9A
+
+State House district 9A (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/house/9b.md b/data/jurisdictions/us/states/id/districts/house/9b.md
new file mode 100644
index 0000000000..f6f95241f2
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/house/9b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID House District 9B"
+classification: state-house-district
+state: "ID"
+chamber: "house"
+district: "9B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID House District 9B
+
+State House district 9B (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/1.md b/data/jurisdictions/us/states/id/districts/senate/1.md
new file mode 100644
index 0000000000..98c8232de7
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 1"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 1
+
+State Senate district 1 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/10.md b/data/jurisdictions/us/states/id/districts/senate/10.md
new file mode 100644
index 0000000000..ebb96cce09
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 10"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 10
+
+State Senate district 10 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/11.md b/data/jurisdictions/us/states/id/districts/senate/11.md
new file mode 100644
index 0000000000..06f588891c
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 11"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 11
+
+State Senate district 11 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/12.md b/data/jurisdictions/us/states/id/districts/senate/12.md
new file mode 100644
index 0000000000..0ccf8fffb6
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 12"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 12
+
+State Senate district 12 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/13.md b/data/jurisdictions/us/states/id/districts/senate/13.md
new file mode 100644
index 0000000000..72f92757ca
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 13"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 13
+
+State Senate district 13 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/14.md b/data/jurisdictions/us/states/id/districts/senate/14.md
new file mode 100644
index 0000000000..72ba2a2b23
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 14"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 14
+
+State Senate district 14 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/15.md b/data/jurisdictions/us/states/id/districts/senate/15.md
new file mode 100644
index 0000000000..163dc1bdf9
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 15"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 15
+
+State Senate district 15 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/16.md b/data/jurisdictions/us/states/id/districts/senate/16.md
new file mode 100644
index 0000000000..875abd75a4
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 16"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 16
+
+State Senate district 16 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/17.md b/data/jurisdictions/us/states/id/districts/senate/17.md
new file mode 100644
index 0000000000..8fe38dd8e0
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 17"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 17
+
+State Senate district 17 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/18.md b/data/jurisdictions/us/states/id/districts/senate/18.md
new file mode 100644
index 0000000000..d543dce94a
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 18"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 18
+
+State Senate district 18 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/19.md b/data/jurisdictions/us/states/id/districts/senate/19.md
new file mode 100644
index 0000000000..5a1433c91c
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 19"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 19
+
+State Senate district 19 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/2.md b/data/jurisdictions/us/states/id/districts/senate/2.md
new file mode 100644
index 0000000000..084edf9c60
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 2"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 2
+
+State Senate district 2 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/20.md b/data/jurisdictions/us/states/id/districts/senate/20.md
new file mode 100644
index 0000000000..950d16e7ae
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 20"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 20
+
+State Senate district 20 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/21.md b/data/jurisdictions/us/states/id/districts/senate/21.md
new file mode 100644
index 0000000000..77eb60f3e1
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 21"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 21
+
+State Senate district 21 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/22.md b/data/jurisdictions/us/states/id/districts/senate/22.md
new file mode 100644
index 0000000000..4cea745000
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 22"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 22
+
+State Senate district 22 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/23.md b/data/jurisdictions/us/states/id/districts/senate/23.md
new file mode 100644
index 0000000000..e646cd6d8f
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 23"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 23
+
+State Senate district 23 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/24.md b/data/jurisdictions/us/states/id/districts/senate/24.md
new file mode 100644
index 0000000000..0969c3b508
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 24"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 24
+
+State Senate district 24 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/25.md b/data/jurisdictions/us/states/id/districts/senate/25.md
new file mode 100644
index 0000000000..2bc09a63d8
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 25"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 25
+
+State Senate district 25 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/26.md b/data/jurisdictions/us/states/id/districts/senate/26.md
new file mode 100644
index 0000000000..c99a42f6d9
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 26"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 26
+
+State Senate district 26 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/27.md b/data/jurisdictions/us/states/id/districts/senate/27.md
new file mode 100644
index 0000000000..2cb35cbd15
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 27"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 27
+
+State Senate district 27 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/28.md b/data/jurisdictions/us/states/id/districts/senate/28.md
new file mode 100644
index 0000000000..0e0b95e2d8
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 28"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 28
+
+State Senate district 28 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/29.md b/data/jurisdictions/us/states/id/districts/senate/29.md
new file mode 100644
index 0000000000..4e6336da11
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 29"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 29
+
+State Senate district 29 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/3.md b/data/jurisdictions/us/states/id/districts/senate/3.md
new file mode 100644
index 0000000000..fbb4e72ae1
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 3"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 3
+
+State Senate district 3 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/30.md b/data/jurisdictions/us/states/id/districts/senate/30.md
new file mode 100644
index 0000000000..378dcbad46
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 30"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 30
+
+State Senate district 30 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/31.md b/data/jurisdictions/us/states/id/districts/senate/31.md
new file mode 100644
index 0000000000..9abec0596a
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 31"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 31
+
+State Senate district 31 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/32.md b/data/jurisdictions/us/states/id/districts/senate/32.md
new file mode 100644
index 0000000000..51ee335d01
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 32"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 32
+
+State Senate district 32 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/33.md b/data/jurisdictions/us/states/id/districts/senate/33.md
new file mode 100644
index 0000000000..dd1a6d6956
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 33"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 33
+
+State Senate district 33 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/34.md b/data/jurisdictions/us/states/id/districts/senate/34.md
new file mode 100644
index 0000000000..d5616c9e94
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 34"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 34
+
+State Senate district 34 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/35.md b/data/jurisdictions/us/states/id/districts/senate/35.md
new file mode 100644
index 0000000000..5be5b51a78
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 35"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 35
+
+State Senate district 35 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/4.md b/data/jurisdictions/us/states/id/districts/senate/4.md
new file mode 100644
index 0000000000..a9a26144fd
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 4"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 4
+
+State Senate district 4 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/5.md b/data/jurisdictions/us/states/id/districts/senate/5.md
new file mode 100644
index 0000000000..05127fd22a
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 5"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 5
+
+State Senate district 5 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/6.md b/data/jurisdictions/us/states/id/districts/senate/6.md
new file mode 100644
index 0000000000..8d570e617c
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 6"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 6
+
+State Senate district 6 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/7.md b/data/jurisdictions/us/states/id/districts/senate/7.md
new file mode 100644
index 0000000000..e16d2beb9b
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 7"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 7
+
+State Senate district 7 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/8.md b/data/jurisdictions/us/states/id/districts/senate/8.md
new file mode 100644
index 0000000000..e623355e63
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 8"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 8
+
+State Senate district 8 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/districts/senate/9.md b/data/jurisdictions/us/states/id/districts/senate/9.md
new file mode 100644
index 0000000000..1472c7def8
--- /dev/null
+++ b/data/jurisdictions/us/states/id/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ID Senate District 9"
+classification: state-senate-district
+state: "ID"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, id]
+timestamp: "2026-07-03"
+---
+
+# ID Senate District 9
+
+State Senate district 9 (ID).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/id/people/ali-rabe.md b/data/jurisdictions/us/states/id/people/ali-rabe.md
index d65de87955..5b1b910a31 100644
--- a/data/jurisdictions/us/states/id/people/ali-rabe.md
+++ b/data/jurisdictions/us/states/id/people/ali-rabe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 16"
+represents: "us/states/id/districts/senate/16"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 16 (ID State Senate District 16).
 
+Represents [ID State Senate District 16](/us/states/id/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/annie-henderson-haws.md b/data/jurisdictions/us/states/id/people/annie-henderson-haws.md
index 17a3902c95..1116cda273 100644
--- a/data/jurisdictions/us/states/id/people/annie-henderson-haws.md
+++ b/data/jurisdictions/us/states/id/people/annie-henderson-haws.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 16B"
+represents: "us/states/id/districts/house/16b"
 tenure:
   start: "2025-07-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 16B (ID State House of Representatives District 16B).
 
+Represents [ID State House of Representatives District 16B](/us/states/id/districts/house/16b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/barbara-ehardt.md b/data/jurisdictions/us/states/id/people/barbara-ehardt.md
index dee535382d..8c3f0e56b6 100644
--- a/data/jurisdictions/us/states/id/people/barbara-ehardt.md
+++ b/data/jurisdictions/us/states/id/people/barbara-ehardt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 33A"
+represents: "us/states/id/districts/house/33a"
 tenure:
   start: "2017-12-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 33A (ID State House of Representatives District 33A).
 
+Represents [ID State House of Representatives District 33A](/us/states/id/districts/house/33a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/ben-adams.md b/data/jurisdictions/us/states/id/people/ben-adams.md
index 31724a01da..1bc8df988b 100644
--- a/data/jurisdictions/us/states/id/people/ben-adams.md
+++ b/data/jurisdictions/us/states/id/people/ben-adams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 12"
+represents: "us/states/id/districts/senate/12"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 12 (ID State Senate District 12).
 
+Represents [ID State Senate District 12](/us/states/id/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/ben-fuhriman.md b/data/jurisdictions/us/states/id/people/ben-fuhriman.md
index af3fa2b3c7..5b0963bbb0 100644
--- a/data/jurisdictions/us/states/id/people/ben-fuhriman.md
+++ b/data/jurisdictions/us/states/id/people/ben-fuhriman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 30B"
+represents: "us/states/id/districts/house/30b"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 30B (ID State House of Representatives District 30B).
 
+Represents [ID State House of Representatives District 30B](/us/states/id/districts/house/30b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/ben-toews.md b/data/jurisdictions/us/states/id/people/ben-toews.md
index ba91749320..a0206ad3b9 100644
--- a/data/jurisdictions/us/states/id/people/ben-toews.md
+++ b/data/jurisdictions/us/states/id/people/ben-toews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 4"
+represents: "us/states/id/districts/senate/4"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 4 (ID State Senate District 4).
 
+Represents [ID State Senate District 4](/us/states/id/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/brandon-mitchell.md b/data/jurisdictions/us/states/id/people/brandon-mitchell.md
index 16cd12c406..c209bbb895 100644
--- a/data/jurisdictions/us/states/id/people/brandon-mitchell.md
+++ b/data/jurisdictions/us/states/id/people/brandon-mitchell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 6B"
+represents: "us/states/id/districts/house/6b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 6B (ID State House of Representatives District 6B).
 
+Represents [ID State House of Representatives District 6B](/us/states/id/districts/house/6b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/brandon-shippy.md b/data/jurisdictions/us/states/id/people/brandon-shippy.md
index 722afd2393..b2bdc08304 100644
--- a/data/jurisdictions/us/states/id/people/brandon-shippy.md
+++ b/data/jurisdictions/us/states/id/people/brandon-shippy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 9"
+represents: "us/states/id/districts/senate/9"
 tenure:
   start: "2024-07-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 9 (ID State Senate District 9).
 
+Represents [ID State Senate District 9](/us/states/id/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/brent-crane.md b/data/jurisdictions/us/states/id/people/brent-crane.md
index c5a375b974..34b64235cb 100644
--- a/data/jurisdictions/us/states/id/people/brent-crane.md
+++ b/data/jurisdictions/us/states/id/people/brent-crane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 13A"
+represents: "us/states/id/districts/house/13a"
 tenure:
   start: "2006-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 13A (ID State House of Representatives District 13A).
 
+Represents [ID State House of Representatives District 13A](/us/states/id/districts/house/13a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/brian-lenney.md b/data/jurisdictions/us/states/id/people/brian-lenney.md
index 1a64ce055c..29aeacec88 100644
--- a/data/jurisdictions/us/states/id/people/brian-lenney.md
+++ b/data/jurisdictions/us/states/id/people/brian-lenney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 13"
+represents: "us/states/id/districts/senate/13"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 13 (ID State Senate District 13).
 
+Represents [ID State Senate District 13](/us/states/id/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/britt-raybould.md b/data/jurisdictions/us/states/id/people/britt-raybould.md
index d828e516b1..1cb7025163 100644
--- a/data/jurisdictions/us/states/id/people/britt-raybould.md
+++ b/data/jurisdictions/us/states/id/people/britt-raybould.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 34B"
+represents: "us/states/id/districts/house/34b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 34B (ID State House of Representatives District 34B).
 
+Represents [ID State House of Representatives District 34B](/us/states/id/districts/house/34b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/brooke-green.md b/data/jurisdictions/us/states/id/people/brooke-green.md
index fa0c3a2933..54687d9f1d 100644
--- a/data/jurisdictions/us/states/id/people/brooke-green.md
+++ b/data/jurisdictions/us/states/id/people/brooke-green.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 18B"
+represents: "us/states/id/districts/house/18b"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 18B (ID State House of Representatives District 18B).
 
+Represents [ID State House of Representatives District 18B](/us/states/id/districts/house/18b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/bruce-skaug.md b/data/jurisdictions/us/states/id/people/bruce-skaug.md
index 500ef4cb54..51b151b01d 100644
--- a/data/jurisdictions/us/states/id/people/bruce-skaug.md
+++ b/data/jurisdictions/us/states/id/people/bruce-skaug.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 10B"
+represents: "us/states/id/districts/house/10b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 10B (ID State House of Representatives District 10B).
 
+Represents [ID State House of Representatives District 10B](/us/states/id/districts/house/10b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/camille-blaylock.md b/data/jurisdictions/us/states/id/people/camille-blaylock.md
index 0ec578bf19..37f34227d3 100644
--- a/data/jurisdictions/us/states/id/people/camille-blaylock.md
+++ b/data/jurisdictions/us/states/id/people/camille-blaylock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 11"
+represents: "us/states/id/districts/senate/11"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 11 (ID State Senate District 11).
 
+Represents [ID State Senate District 11](/us/states/id/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/carl-bjerke.md b/data/jurisdictions/us/states/id/people/carl-bjerke.md
index 156b4ff099..1eee3ad513 100644
--- a/data/jurisdictions/us/states/id/people/carl-bjerke.md
+++ b/data/jurisdictions/us/states/id/people/carl-bjerke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 5"
+represents: "us/states/id/districts/senate/5"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 5 (ID State Senate District 5).
 
+Represents [ID State Senate District 5](/us/states/id/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/carrie-semmelroth.md b/data/jurisdictions/us/states/id/people/carrie-semmelroth.md
index 34d5cc2710..3ef0bacba3 100644
--- a/data/jurisdictions/us/states/id/people/carrie-semmelroth.md
+++ b/data/jurisdictions/us/states/id/people/carrie-semmelroth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 17"
+represents: "us/states/id/districts/senate/17"
 tenure:
   start: "2021-11-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 17 (ID State Senate District 17).
 
+Represents [ID State Senate District 17](/us/states/id/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/charlie-shepherd.md b/data/jurisdictions/us/states/id/people/charlie-shepherd.md
index b025c03d62..d798a43804 100644
--- a/data/jurisdictions/us/states/id/people/charlie-shepherd.md
+++ b/data/jurisdictions/us/states/id/people/charlie-shepherd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 7B"
+represents: "us/states/id/districts/house/7b"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 7B (ID State House of Representatives District 7B).
 
+Represents [ID State House of Representatives District 7B](/us/states/id/districts/house/7b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/chris-bruce.md b/data/jurisdictions/us/states/id/people/chris-bruce.md
index bf28a9d502..3e817c6baa 100644
--- a/data/jurisdictions/us/states/id/people/chris-bruce.md
+++ b/data/jurisdictions/us/states/id/people/chris-bruce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 23A"
+represents: "us/states/id/districts/house/23a"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 23A (ID State House of Representatives District 23A).
 
+Represents [ID State House of Representatives District 23A](/us/states/id/districts/house/23a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/chris-mathias.md b/data/jurisdictions/us/states/id/people/chris-mathias.md
index 25d1893072..7365910a72 100644
--- a/data/jurisdictions/us/states/id/people/chris-mathias.md
+++ b/data/jurisdictions/us/states/id/people/chris-mathias.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 19B"
+represents: "us/states/id/districts/house/19b"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 19B (ID State House of Representatives District 19B).
 
+Represents [ID State House of Representatives District 19B](/us/states/id/districts/house/19b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/christy-zito.md b/data/jurisdictions/us/states/id/people/christy-zito.md
index a8abadc6de..25b730132f 100644
--- a/data/jurisdictions/us/states/id/people/christy-zito.md
+++ b/data/jurisdictions/us/states/id/people/christy-zito.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 8"
+represents: "us/states/id/districts/senate/8"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 8 (ID State Senate District 8).
 
+Represents [ID State Senate District 8](/us/states/id/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/cindy-carlson.md b/data/jurisdictions/us/states/id/people/cindy-carlson.md
index d74f0a9a84..e1180c1e53 100644
--- a/data/jurisdictions/us/states/id/people/cindy-carlson.md
+++ b/data/jurisdictions/us/states/id/people/cindy-carlson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 7"
+represents: "us/states/id/districts/senate/7"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 7 (ID State Senate District 7).
 
+Represents [ID State Senate District 7](/us/states/id/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/clay-handy.md b/data/jurisdictions/us/states/id/people/clay-handy.md
index 24f409c9ed..530deeef7d 100644
--- a/data/jurisdictions/us/states/id/people/clay-handy.md
+++ b/data/jurisdictions/us/states/id/people/clay-handy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 27B"
+represents: "us/states/id/districts/house/27b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 27B (ID State House of Representatives District 27B).
 
+Represents [ID State House of Representatives District 27B](/us/states/id/districts/house/27b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/clint-hostetler.md b/data/jurisdictions/us/states/id/people/clint-hostetler.md
index 93a287b954..5c4dc0a634 100644
--- a/data/jurisdictions/us/states/id/people/clint-hostetler.md
+++ b/data/jurisdictions/us/states/id/people/clint-hostetler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 24A"
+represents: "us/states/id/districts/house/24a"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 24A (ID State House of Representatives District 24A).
 
+Represents [ID State House of Representatives District 24A](/us/states/id/districts/house/24a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/codi-galloway.md b/data/jurisdictions/us/states/id/people/codi-galloway.md
index dcec1ef4d7..673eebc8f0 100644
--- a/data/jurisdictions/us/states/id/people/codi-galloway.md
+++ b/data/jurisdictions/us/states/id/people/codi-galloway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 15"
+represents: "us/states/id/districts/senate/15"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 15 (ID State Senate District 15).
 
+Represents [ID State Senate District 15](/us/states/id/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/cornel-rasor.md b/data/jurisdictions/us/states/id/people/cornel-rasor.md
index d650958006..3c775bdc92 100644
--- a/data/jurisdictions/us/states/id/people/cornel-rasor.md
+++ b/data/jurisdictions/us/states/id/people/cornel-rasor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 1B"
+represents: "us/states/id/districts/house/1b"
 tenure:
   start: "2024-09-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 1B (ID State House of Representatives District 1B).
 
+Represents [ID State House of Representatives District 1B](/us/states/id/districts/house/1b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/dale-hawkins.md b/data/jurisdictions/us/states/id/people/dale-hawkins.md
index 6d54198032..cf4d96a6ad 100644
--- a/data/jurisdictions/us/states/id/people/dale-hawkins.md
+++ b/data/jurisdictions/us/states/id/people/dale-hawkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 2B"
+represents: "us/states/id/districts/house/2b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 2B (ID State House of Representatives District 2B).
 
+Represents [ID State House of Representatives District 2B](/us/states/id/districts/house/2b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/dan-foreman.md b/data/jurisdictions/us/states/id/people/dan-foreman.md
index 0952344b47..7296b04922 100644
--- a/data/jurisdictions/us/states/id/people/dan-foreman.md
+++ b/data/jurisdictions/us/states/id/people/dan-foreman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 6"
+represents: "us/states/id/districts/senate/6"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 6 (ID State Senate District 6).
 
+Represents [ID State Senate District 6](/us/states/id/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/dan-garner.md b/data/jurisdictions/us/states/id/people/dan-garner.md
index 121431a800..8b67454313 100644
--- a/data/jurisdictions/us/states/id/people/dan-garner.md
+++ b/data/jurisdictions/us/states/id/people/dan-garner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 28B"
+represents: "us/states/id/districts/house/28b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 28B (ID State House of Representatives District 28B).
 
+Represents [ID State House of Representatives District 28B](/us/states/id/districts/house/28b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/dave-lent.md b/data/jurisdictions/us/states/id/people/dave-lent.md
index b7fe00f6c3..ca14058613 100644
--- a/data/jurisdictions/us/states/id/people/dave-lent.md
+++ b/data/jurisdictions/us/states/id/people/dave-lent.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 33"
+represents: "us/states/id/districts/senate/33"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 33 (ID State Senate District 33).
 
+Represents [ID State Senate District 33](/us/states/id/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/david-cannon.md b/data/jurisdictions/us/states/id/people/david-cannon.md
index e602302043..162ae50e4a 100644
--- a/data/jurisdictions/us/states/id/people/david-cannon.md
+++ b/data/jurisdictions/us/states/id/people/david-cannon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 30A"
+represents: "us/states/id/districts/house/30a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 30A (ID State House of Representatives District 30A).
 
+Represents [ID State House of Representatives District 30A](/us/states/id/districts/house/30a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/david-leavitt.md b/data/jurisdictions/us/states/id/people/david-leavitt.md
index 0bd20b265b..72aec282df 100644
--- a/data/jurisdictions/us/states/id/people/david-leavitt.md
+++ b/data/jurisdictions/us/states/id/people/david-leavitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 25B"
+represents: "us/states/id/districts/house/25b"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 25B (ID State House of Representatives District 25B).
 
+Represents [ID State House of Representatives District 25B](/us/states/id/districts/house/25b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/don-hall.md b/data/jurisdictions/us/states/id/people/don-hall.md
index 56e21a80e8..7b20055507 100644
--- a/data/jurisdictions/us/states/id/people/don-hall.md
+++ b/data/jurisdictions/us/states/id/people/don-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 25A"
+represents: "us/states/id/districts/house/25a"
 tenure:
   start: "2025-12-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 25A (ID State House of Representatives District 25A).
 
+Represents [ID State House of Representatives District 25A](/us/states/id/districts/house/25a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/dori-healey.md b/data/jurisdictions/us/states/id/people/dori-healey.md
index 04c62b1784..14562a2b39 100644
--- a/data/jurisdictions/us/states/id/people/dori-healey.md
+++ b/data/jurisdictions/us/states/id/people/dori-healey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 15B"
+represents: "us/states/id/districts/house/15b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 15B (ID State House of Representatives District 15B).
 
+Represents [ID State House of Representatives District 15B](/us/states/id/districts/house/15b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/doug-okuniewicz.md b/data/jurisdictions/us/states/id/people/doug-okuniewicz.md
index 6e1168ff5b..aa45e5c44e 100644
--- a/data/jurisdictions/us/states/id/people/doug-okuniewicz.md
+++ b/data/jurisdictions/us/states/id/people/doug-okuniewicz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 3"
+represents: "us/states/id/districts/senate/3"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 3 (ID State Senate District 3).
 
+Represents [ID State Senate District 3](/us/states/id/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/doug-pickett.md b/data/jurisdictions/us/states/id/people/doug-pickett.md
index 250bcfd96a..8d4fe373a4 100644
--- a/data/jurisdictions/us/states/id/people/doug-pickett.md
+++ b/data/jurisdictions/us/states/id/people/doug-pickett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 27A"
+represents: "us/states/id/districts/house/27a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 27A (ID State House of Representatives District 27A).
 
+Represents [ID State House of Representatives District 27A](/us/states/id/districts/house/27a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/doug-ricks.md b/data/jurisdictions/us/states/id/people/doug-ricks.md
index 344c5e9e37..2f4087072c 100644
--- a/data/jurisdictions/us/states/id/people/doug-ricks.md
+++ b/data/jurisdictions/us/states/id/people/doug-ricks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 34"
+represents: "us/states/id/districts/senate/34"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 34 (ID State Senate District 34).
 
+Represents [ID State Senate District 34](/us/states/id/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/dustin-manwaring.md b/data/jurisdictions/us/states/id/people/dustin-manwaring.md
index ee463bb697..ce22f8661f 100644
--- a/data/jurisdictions/us/states/id/people/dustin-manwaring.md
+++ b/data/jurisdictions/us/states/id/people/dustin-manwaring.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 29A"
+represents: "us/states/id/districts/house/29a"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 29A (ID State House of Representatives District 29A).
 
+Represents [ID State House of Representatives District 29A](/us/states/id/districts/house/29a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/elaine-price.md b/data/jurisdictions/us/states/id/people/elaine-price.md
index 196750b086..7561af7f81 100644
--- a/data/jurisdictions/us/states/id/people/elaine-price.md
+++ b/data/jurisdictions/us/states/id/people/elaine-price.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 4B"
+represents: "us/states/id/districts/house/4b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 4B (ID State House of Representatives District 4B).
 
+Represents [ID State House of Representatives District 4B](/us/states/id/districts/house/4b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/erin-bingham.md b/data/jurisdictions/us/states/id/people/erin-bingham.md
index f4f5dee713..75ff435f74 100644
--- a/data/jurisdictions/us/states/id/people/erin-bingham.md
+++ b/data/jurisdictions/us/states/id/people/erin-bingham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 32B"
+represents: "us/states/id/districts/house/32b"
 tenure:
   start: "2026-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 32B (ID State House of Representatives District 32B).
 
+Represents [ID State House of Representatives District 32B](/us/states/id/districts/house/32b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/faye-thompson.md b/data/jurisdictions/us/states/id/people/faye-thompson.md
index 9ef3bc4f4c..cd21618d06 100644
--- a/data/jurisdictions/us/states/id/people/faye-thompson.md
+++ b/data/jurisdictions/us/states/id/people/faye-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 8B"
+represents: "us/states/id/districts/house/8b"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 8B (ID State House of Representatives District 8B).
 
+Represents [ID State House of Representatives District 8B](/us/states/id/districts/house/8b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/glenneda-zuiderveld.md b/data/jurisdictions/us/states/id/people/glenneda-zuiderveld.md
index becce42022..f6b1275303 100644
--- a/data/jurisdictions/us/states/id/people/glenneda-zuiderveld.md
+++ b/data/jurisdictions/us/states/id/people/glenneda-zuiderveld.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 24"
+represents: "us/states/id/districts/senate/24"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 24 (ID State Senate District 24).
 
+Represents [ID State Senate District 24](/us/states/id/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/heather-scott.md b/data/jurisdictions/us/states/id/people/heather-scott.md
index be62d287ec..55e21bed38 100644
--- a/data/jurisdictions/us/states/id/people/heather-scott.md
+++ b/data/jurisdictions/us/states/id/people/heather-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 2A"
+represents: "us/states/id/districts/house/2a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 2A (ID State House of Representatives District 2A).
 
+Represents [ID State House of Representatives District 2A](/us/states/id/districts/house/2a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/ilana-rubel.md b/data/jurisdictions/us/states/id/people/ilana-rubel.md
index 9896852210..0282345847 100644
--- a/data/jurisdictions/us/states/id/people/ilana-rubel.md
+++ b/data/jurisdictions/us/states/id/people/ilana-rubel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 18A"
+represents: "us/states/id/districts/house/18a"
 tenure:
   start: "2014-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 18A (ID State House of Representatives District 18A).
 
+Represents [ID State House of Representatives District 18A](/us/states/id/districts/house/18a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/jack-nelsen.md b/data/jurisdictions/us/states/id/people/jack-nelsen.md
index d01b55b20e..0f36a80c1e 100644
--- a/data/jurisdictions/us/states/id/people/jack-nelsen.md
+++ b/data/jurisdictions/us/states/id/people/jack-nelsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 26B"
+represents: "us/states/id/districts/house/26b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 26B (ID State House of Representatives District 26B).
 
+Represents [ID State House of Representatives District 26B](/us/states/id/districts/house/26b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/james-holtzclaw.md b/data/jurisdictions/us/states/id/people/james-holtzclaw.md
index 8a35c60285..045e95c70a 100644
--- a/data/jurisdictions/us/states/id/people/james-holtzclaw.md
+++ b/data/jurisdictions/us/states/id/people/james-holtzclaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 20B"
+represents: "us/states/id/districts/house/20b"
 tenure:
   start: "2012-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 20B (ID State House of Representatives District 20B).
 
+Represents [ID State House of Representatives District 20B](/us/states/id/districts/house/20b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/james-petzke.md b/data/jurisdictions/us/states/id/people/james-petzke.md
index 33438a3168..464b48af5b 100644
--- a/data/jurisdictions/us/states/id/people/james-petzke.md
+++ b/data/jurisdictions/us/states/id/people/james-petzke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 21A"
+represents: "us/states/id/districts/house/21a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 21A (ID State House of Representatives District 21A).
 
+Represents [ID State House of Representatives District 21A](/us/states/id/districts/house/21a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/james-ruchti.md b/data/jurisdictions/us/states/id/people/james-ruchti.md
index 48f940d581..29b614484c 100644
--- a/data/jurisdictions/us/states/id/people/james-ruchti.md
+++ b/data/jurisdictions/us/states/id/people/james-ruchti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 29"
+represents: "us/states/id/districts/senate/29"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 29 (ID State Senate District 29).
 
+Represents [ID State Senate District 29](/us/states/id/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/janie-ward-engelking.md b/data/jurisdictions/us/states/id/people/janie-ward-engelking.md
index 833289ba86..a04b3cfd9e 100644
--- a/data/jurisdictions/us/states/id/people/janie-ward-engelking.md
+++ b/data/jurisdictions/us/states/id/people/janie-ward-engelking.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 18"
+represents: "us/states/id/districts/senate/18"
 tenure:
   start: "2013-12-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 18 (ID State Senate District 18).
 
+Represents [ID State Senate District 18](/us/states/id/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/jaron-crane.md b/data/jurisdictions/us/states/id/people/jaron-crane.md
index 226fe39dac..cb9efa18fc 100644
--- a/data/jurisdictions/us/states/id/people/jaron-crane.md
+++ b/data/jurisdictions/us/states/id/people/jaron-crane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 12B"
+represents: "us/states/id/districts/house/12b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 12B (ID State House of Representatives District 12B).
 
+Represents [ID State House of Representatives District 12B](/us/states/id/districts/house/12b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/jason-monks.md b/data/jurisdictions/us/states/id/people/jason-monks.md
index 6d52c5cd59..87b0fdec7f 100644
--- a/data/jurisdictions/us/states/id/people/jason-monks.md
+++ b/data/jurisdictions/us/states/id/people/jason-monks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 22B"
+represents: "us/states/id/districts/house/22b"
 tenure:
   start: "2012-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 22B (ID State House of Representatives District 22B).
 
+Represents [ID State House of Representatives District 22B](/us/states/id/districts/house/22b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/jeff-cornilles.md b/data/jurisdictions/us/states/id/people/jeff-cornilles.md
index d41b01d21f..e9f214dfe2 100644
--- a/data/jurisdictions/us/states/id/people/jeff-cornilles.md
+++ b/data/jurisdictions/us/states/id/people/jeff-cornilles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 12A"
+represents: "us/states/id/districts/house/12a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 12A (ID State House of Representatives District 12A).
 
+Represents [ID State House of Representatives District 12A](/us/states/id/districts/house/12a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/jeff-ehlers.md b/data/jurisdictions/us/states/id/people/jeff-ehlers.md
index 636a27987d..1314de9ecd 100644
--- a/data/jurisdictions/us/states/id/people/jeff-ehlers.md
+++ b/data/jurisdictions/us/states/id/people/jeff-ehlers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 21B"
+represents: "us/states/id/districts/house/21b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 21B (ID State House of Representatives District 21B).
 
+Represents [ID State House of Representatives District 21B](/us/states/id/districts/house/21b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/jerald-raymond.md b/data/jurisdictions/us/states/id/people/jerald-raymond.md
index b4710eb0e0..c2e3611340 100644
--- a/data/jurisdictions/us/states/id/people/jerald-raymond.md
+++ b/data/jurisdictions/us/states/id/people/jerald-raymond.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 31A"
+represents: "us/states/id/districts/house/31a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 31A (ID State House of Representatives District 31A).
 
+Represents [ID State House of Representatives District 31A](/us/states/id/districts/house/31a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/jim-guthrie.md b/data/jurisdictions/us/states/id/people/jim-guthrie.md
index e471424c42..9341358e1b 100644
--- a/data/jurisdictions/us/states/id/people/jim-guthrie.md
+++ b/data/jurisdictions/us/states/id/people/jim-guthrie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 28"
+represents: "us/states/id/districts/senate/28"
 tenure:
   start: "2012-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 28 (ID State Senate District 28).
 
+Represents [ID State Senate District 28](/us/states/id/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/jim-woodward.md b/data/jurisdictions/us/states/id/people/jim-woodward.md
index 680eb2e37e..6ce07cfdde 100644
--- a/data/jurisdictions/us/states/id/people/jim-woodward.md
+++ b/data/jurisdictions/us/states/id/people/jim-woodward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 1"
+represents: "us/states/id/districts/senate/1"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 1 (ID State Senate District 1).
 
+Represents [ID State Senate District 1](/us/states/id/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/joe-alfieri.md b/data/jurisdictions/us/states/id/people/joe-alfieri.md
index fde1e1aa21..daf14dd049 100644
--- a/data/jurisdictions/us/states/id/people/joe-alfieri.md
+++ b/data/jurisdictions/us/states/id/people/joe-alfieri.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 4A"
+represents: "us/states/id/districts/house/4a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 4A (ID State House of Representatives District 4A).
 
+Represents [ID State House of Representatives District 4A](/us/states/id/districts/house/4a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/joe-palmer.md b/data/jurisdictions/us/states/id/people/joe-palmer.md
index 6185d5fbc0..dbe46b0cac 100644
--- a/data/jurisdictions/us/states/id/people/joe-palmer.md
+++ b/data/jurisdictions/us/states/id/people/joe-palmer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 20A"
+represents: "us/states/id/districts/house/20a"
 tenure:
   start: "2008-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 20A (ID State House of Representatives District 20A).
 
+Represents [ID State House of Representatives District 20A](/us/states/id/districts/house/20a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/john-gannon.md b/data/jurisdictions/us/states/id/people/john-gannon.md
index 7394563fcf..13df703c5b 100644
--- a/data/jurisdictions/us/states/id/people/john-gannon.md
+++ b/data/jurisdictions/us/states/id/people/john-gannon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 17A"
+represents: "us/states/id/districts/house/17a"
 tenure:
   start: "2012-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 17A (ID State House of Representatives District 17A).
 
+Represents [ID State House of Representatives District 17A](/us/states/id/districts/house/17a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/john-shirts.md b/data/jurisdictions/us/states/id/people/john-shirts.md
index bce42dcccc..8dbb76aa9f 100644
--- a/data/jurisdictions/us/states/id/people/john-shirts.md
+++ b/data/jurisdictions/us/states/id/people/john-shirts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 9A"
+represents: "us/states/id/districts/house/9a"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 9A (ID State House of Representatives District 9A).
 
+Represents [ID State House of Representatives District 9A](/us/states/id/districts/house/9a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/jon-weber.md b/data/jurisdictions/us/states/id/people/jon-weber.md
index eceef21056..c149641c5f 100644
--- a/data/jurisdictions/us/states/id/people/jon-weber.md
+++ b/data/jurisdictions/us/states/id/people/jon-weber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 34A"
+represents: "us/states/id/districts/house/34a"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 34A (ID State House of Representatives District 34A).
 
+Represents [ID State House of Representatives District 34A](/us/states/id/districts/house/34a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/jordan-redman.md b/data/jurisdictions/us/states/id/people/jordan-redman.md
index 6a6807a3d7..a6fbe70bb6 100644
--- a/data/jurisdictions/us/states/id/people/jordan-redman.md
+++ b/data/jurisdictions/us/states/id/people/jordan-redman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 3B"
+represents: "us/states/id/districts/house/3b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 3B (ID State House of Representatives District 3B).
 
+Represents [ID State House of Representatives District 3B](/us/states/id/districts/house/3b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/josh-keyser.md b/data/jurisdictions/us/states/id/people/josh-keyser.md
index 4a762c5017..5d64c9960d 100644
--- a/data/jurisdictions/us/states/id/people/josh-keyser.md
+++ b/data/jurisdictions/us/states/id/people/josh-keyser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 20"
+represents: "us/states/id/districts/senate/20"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 20 (ID State Senate District 20).
 
+Represents [ID State Senate District 20](/us/states/id/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/josh-kohl.md b/data/jurisdictions/us/states/id/people/josh-kohl.md
index 96adcad42a..a4df63b996 100644
--- a/data/jurisdictions/us/states/id/people/josh-kohl.md
+++ b/data/jurisdictions/us/states/id/people/josh-kohl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 25"
+represents: "us/states/id/districts/senate/25"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 25 (ID State Senate District 25).
 
+Represents [ID State Senate District 25](/us/states/id/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/josh-tanner.md b/data/jurisdictions/us/states/id/people/josh-tanner.md
index 300d91523a..15b6314a2a 100644
--- a/data/jurisdictions/us/states/id/people/josh-tanner.md
+++ b/data/jurisdictions/us/states/id/people/josh-tanner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 14B"
+represents: "us/states/id/districts/house/14b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 14B (ID State House of Representatives District 14B).
 
+Represents [ID State House of Representatives District 14B](/us/states/id/districts/house/14b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/josh-wheeler.md b/data/jurisdictions/us/states/id/people/josh-wheeler.md
index f012307b05..d5e7725d84 100644
--- a/data/jurisdictions/us/states/id/people/josh-wheeler.md
+++ b/data/jurisdictions/us/states/id/people/josh-wheeler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 35B"
+represents: "us/states/id/districts/house/35b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 35B (ID State House of Representatives District 35B).
 
+Represents [ID State House of Representatives District 35B](/us/states/id/districts/house/35b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/judy-boyle.md b/data/jurisdictions/us/states/id/people/judy-boyle.md
index e28cfbd5af..424ac2ab26 100644
--- a/data/jurisdictions/us/states/id/people/judy-boyle.md
+++ b/data/jurisdictions/us/states/id/people/judy-boyle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 9B"
+represents: "us/states/id/districts/house/9b"
 tenure:
   start: "2008-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 9B (ID State House of Representatives District 9B).
 
+Represents [ID State House of Representatives District 9B](/us/states/id/districts/house/9b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/julie-vanorden.md b/data/jurisdictions/us/states/id/people/julie-vanorden.md
index 21d5174e87..01a3f2b022 100644
--- a/data/jurisdictions/us/states/id/people/julie-vanorden.md
+++ b/data/jurisdictions/us/states/id/people/julie-vanorden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 30"
+represents: "us/states/id/districts/senate/30"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 30 (ID State Senate District 30).
 
+Represents [ID State Senate District 30](/us/states/id/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/kelly-anthon.md b/data/jurisdictions/us/states/id/people/kelly-anthon.md
index ac342cd05c..b7360d9c7b 100644
--- a/data/jurisdictions/us/states/id/people/kelly-anthon.md
+++ b/data/jurisdictions/us/states/id/people/kelly-anthon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 27"
+represents: "us/states/id/districts/senate/27"
 tenure:
   start: "2015-07-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 27 (ID State Senate District 27).
 
+Represents [ID State Senate District 27](/us/states/id/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/kent-marmon.md b/data/jurisdictions/us/states/id/people/kent-marmon.md
index f356f5e0f3..817f3cb052 100644
--- a/data/jurisdictions/us/states/id/people/kent-marmon.md
+++ b/data/jurisdictions/us/states/id/people/kent-marmon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 11A"
+represents: "us/states/id/districts/house/11a"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 11A (ID State House of Representatives District 11A).
 
+Represents [ID State House of Representatives District 11A](/us/states/id/districts/house/11a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/kevin-cook.md b/data/jurisdictions/us/states/id/people/kevin-cook.md
index 9b38454948..5c921859aa 100644
--- a/data/jurisdictions/us/states/id/people/kevin-cook.md
+++ b/data/jurisdictions/us/states/id/people/kevin-cook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 32"
+represents: "us/states/id/districts/senate/32"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 32 (ID State Senate District 32).
 
+Represents [ID State Senate District 32](/us/states/id/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/kyle-harris.md b/data/jurisdictions/us/states/id/people/kyle-harris.md
index c82a085da6..b6f794319d 100644
--- a/data/jurisdictions/us/states/id/people/kyle-harris.md
+++ b/data/jurisdictions/us/states/id/people/kyle-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 7A"
+represents: "us/states/id/districts/house/7a"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 7A (ID State House of Representatives District 7A).
 
+Represents [ID State House of Representatives District 7A](/us/states/id/districts/house/7a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/lori-den-hartog.md b/data/jurisdictions/us/states/id/people/lori-den-hartog.md
index d551674b89..62fa9a0b63 100644
--- a/data/jurisdictions/us/states/id/people/lori-den-hartog.md
+++ b/data/jurisdictions/us/states/id/people/lori-den-hartog.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 22"
+represents: "us/states/id/districts/senate/22"
 tenure:
   start: "2014-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 22 (ID State Senate District 22).
 
+Represents [ID State Senate District 22](/us/states/id/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/lori-mccann.md b/data/jurisdictions/us/states/id/people/lori-mccann.md
index 83cdf7f201..e2a018bddf 100644
--- a/data/jurisdictions/us/states/id/people/lori-mccann.md
+++ b/data/jurisdictions/us/states/id/people/lori-mccann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 6A"
+represents: "us/states/id/districts/house/6a"
 tenure:
   start: "2021-05-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 6A (ID State House of Representatives District 6A).
 
+Represents [ID State House of Representatives District 6A](/us/states/id/districts/house/6a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/lucas-cayler.md b/data/jurisdictions/us/states/id/people/lucas-cayler.md
index d9bf2025e2..3108037e1f 100644
--- a/data/jurisdictions/us/states/id/people/lucas-cayler.md
+++ b/data/jurisdictions/us/states/id/people/lucas-cayler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 11B"
+represents: "us/states/id/districts/house/11b"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 11B (ID State House of Representatives District 11B).
 
+Represents [ID State House of Representatives District 11B](/us/states/id/districts/house/11b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/marco-erickson.md b/data/jurisdictions/us/states/id/people/marco-erickson.md
index 7fe8afa5aa..d847083df2 100644
--- a/data/jurisdictions/us/states/id/people/marco-erickson.md
+++ b/data/jurisdictions/us/states/id/people/marco-erickson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 33B"
+represents: "us/states/id/districts/house/33b"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 33B (ID State House of Representatives District 33B).
 
+Represents [ID State House of Representatives District 33B](/us/states/id/districts/house/33b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/mark-harris.md b/data/jurisdictions/us/states/id/people/mark-harris.md
index fdd0b7b60d..bcb508700c 100644
--- a/data/jurisdictions/us/states/id/people/mark-harris.md
+++ b/data/jurisdictions/us/states/id/people/mark-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 35"
+represents: "us/states/id/districts/senate/35"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 35 (ID State Senate District 35).
 
+Represents [ID State Senate District 35](/us/states/id/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/mark-sauter.md b/data/jurisdictions/us/states/id/people/mark-sauter.md
index d6e4f51c15..30f866293c 100644
--- a/data/jurisdictions/us/states/id/people/mark-sauter.md
+++ b/data/jurisdictions/us/states/id/people/mark-sauter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 1A"
+represents: "us/states/id/districts/house/1a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 1A (ID State House of Representatives District 1A).
 
+Represents [ID State House of Representatives District 1A](/us/states/id/districts/house/1a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/megan-egbert.md b/data/jurisdictions/us/states/id/people/megan-egbert.md
index 0a290150a5..7407b62493 100644
--- a/data/jurisdictions/us/states/id/people/megan-egbert.md
+++ b/data/jurisdictions/us/states/id/people/megan-egbert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 17B"
+represents: "us/states/id/districts/house/17b"
 tenure:
   start: "2024-05-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 17B (ID State House of Representatives District 17B).
 
+Represents [ID State House of Representatives District 17B](/us/states/id/districts/house/17b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/melissa-wintrow.md b/data/jurisdictions/us/states/id/people/melissa-wintrow.md
index f0c3cbfc35..82d1003173 100644
--- a/data/jurisdictions/us/states/id/people/melissa-wintrow.md
+++ b/data/jurisdictions/us/states/id/people/melissa-wintrow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 19"
+represents: "us/states/id/districts/senate/19"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 19 (ID State Senate District 19).
 
+Represents [ID State Senate District 19](/us/states/id/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/mike-moyle.md b/data/jurisdictions/us/states/id/people/mike-moyle.md
index db85dc3b4d..dd06203dd7 100644
--- a/data/jurisdictions/us/states/id/people/mike-moyle.md
+++ b/data/jurisdictions/us/states/id/people/mike-moyle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 10A"
+represents: "us/states/id/districts/house/10a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 10A (ID State House of Representatives District 10A).
 
+Represents [ID State House of Representatives District 10A](/us/states/id/districts/house/10a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/mike-pohanka.md b/data/jurisdictions/us/states/id/people/mike-pohanka.md
index 3900205655..d1e8fe2fec 100644
--- a/data/jurisdictions/us/states/id/people/mike-pohanka.md
+++ b/data/jurisdictions/us/states/id/people/mike-pohanka.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 26A"
+represents: "us/states/id/districts/house/26a"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 26A (ID State House of Representatives District 26A).
 
+Represents [ID State House of Representatives District 26A](/us/states/id/districts/house/26a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/mike-veile.md b/data/jurisdictions/us/states/id/people/mike-veile.md
index a2dce22d97..bf9a94e321 100644
--- a/data/jurisdictions/us/states/id/people/mike-veile.md
+++ b/data/jurisdictions/us/states/id/people/mike-veile.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 35A"
+represents: "us/states/id/districts/house/35a"
 tenure:
   start: "2025-09-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 35A (ID State House of Representatives District 35A).
 
+Represents [ID State House of Representatives District 35A](/us/states/id/districts/house/35a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/monica-church.md b/data/jurisdictions/us/states/id/people/monica-church.md
index e90ae0f812..ee9d320f4c 100644
--- a/data/jurisdictions/us/states/id/people/monica-church.md
+++ b/data/jurisdictions/us/states/id/people/monica-church.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 19A"
+represents: "us/states/id/districts/house/19a"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 19A (ID State House of Representatives District 19A).
 
+Represents [ID State House of Representatives District 19A](/us/states/id/districts/house/19a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/phil-hart.md b/data/jurisdictions/us/states/id/people/phil-hart.md
index 33879a3056..1c8455fa3b 100644
--- a/data/jurisdictions/us/states/id/people/phil-hart.md
+++ b/data/jurisdictions/us/states/id/people/phil-hart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 2"
+represents: "us/states/id/districts/senate/2"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 2 (ID State Senate District 2).
 
+Represents [ID State Senate District 2](/us/states/id/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/rick-cheatum.md b/data/jurisdictions/us/states/id/people/rick-cheatum.md
index e226c517bb..3fa5137752 100644
--- a/data/jurisdictions/us/states/id/people/rick-cheatum.md
+++ b/data/jurisdictions/us/states/id/people/rick-cheatum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 28A"
+represents: "us/states/id/districts/house/28a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 28A (ID State House of Representatives District 28A).
 
+Represents [ID State House of Representatives District 28A](/us/states/id/districts/house/28a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/rob-beiswenger.md b/data/jurisdictions/us/states/id/people/rob-beiswenger.md
index e66c697910..d782b0f4f8 100644
--- a/data/jurisdictions/us/states/id/people/rob-beiswenger.md
+++ b/data/jurisdictions/us/states/id/people/rob-beiswenger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 8A"
+represents: "us/states/id/districts/house/8a"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 8A (ID State House of Representatives District 8A).
 
+Represents [ID State House of Representatives District 8A](/us/states/id/districts/house/8a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/rod-furniss.md b/data/jurisdictions/us/states/id/people/rod-furniss.md
index c9c69d62dc..c1ad3f5645 100644
--- a/data/jurisdictions/us/states/id/people/rod-furniss.md
+++ b/data/jurisdictions/us/states/id/people/rod-furniss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 31B"
+represents: "us/states/id/districts/house/31b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 31B (ID State House of Representatives District 31B).
 
+Represents [ID State House of Representatives District 31B](/us/states/id/districts/house/31b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/ron-mendive.md b/data/jurisdictions/us/states/id/people/ron-mendive.md
index 1cdefce9b6..cbb3602c85 100644
--- a/data/jurisdictions/us/states/id/people/ron-mendive.md
+++ b/data/jurisdictions/us/states/id/people/ron-mendive.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 5A"
+represents: "us/states/id/districts/house/5a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 5A (ID State House of Representatives District 5A).
 
+Represents [ID State House of Representatives District 5A](/us/states/id/districts/house/5a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/ron-taylor.md b/data/jurisdictions/us/states/id/people/ron-taylor.md
index 5afca6cee8..848734a625 100644
--- a/data/jurisdictions/us/states/id/people/ron-taylor.md
+++ b/data/jurisdictions/us/states/id/people/ron-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 26"
+represents: "us/states/id/districts/senate/26"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 26 (ID State Senate District 26).
 
+Represents [ID State Senate District 26](/us/states/id/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/scott-grow.md b/data/jurisdictions/us/states/id/people/scott-grow.md
index c59b57bf92..becc0efc37 100644
--- a/data/jurisdictions/us/states/id/people/scott-grow.md
+++ b/data/jurisdictions/us/states/id/people/scott-grow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 14"
+represents: "us/states/id/districts/senate/14"
 tenure:
   start: "2018-08-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 14 (ID State Senate District 14).
 
+Represents [ID State Senate District 14](/us/states/id/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/shawn-dygert.md b/data/jurisdictions/us/states/id/people/shawn-dygert.md
index 3a66b86b1e..dd7690ff93 100644
--- a/data/jurisdictions/us/states/id/people/shawn-dygert.md
+++ b/data/jurisdictions/us/states/id/people/shawn-dygert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 23B"
+represents: "us/states/id/districts/house/23b"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 23B (ID State House of Representatives District 23B).
 
+Represents [ID State House of Representatives District 23B](/us/states/id/districts/house/23b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/sonia-galaviz.md b/data/jurisdictions/us/states/id/people/sonia-galaviz.md
index 50e1954b1d..0227e7f722 100644
--- a/data/jurisdictions/us/states/id/people/sonia-galaviz.md
+++ b/data/jurisdictions/us/states/id/people/sonia-galaviz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 16A"
+represents: "us/states/id/districts/house/16a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 16A (ID State House of Representatives District 16A).
 
+Represents [ID State House of Representatives District 16A](/us/states/id/districts/house/16a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/stephanie-mickelsen.md b/data/jurisdictions/us/states/id/people/stephanie-mickelsen.md
index 3e4e89de51..66d8f70843 100644
--- a/data/jurisdictions/us/states/id/people/stephanie-mickelsen.md
+++ b/data/jurisdictions/us/states/id/people/stephanie-mickelsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 32A"
+represents: "us/states/id/districts/house/32a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 32A (ID State House of Representatives District 32A).
 
+Represents [ID State House of Representatives District 32A](/us/states/id/districts/house/32a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/steve-berch.md b/data/jurisdictions/us/states/id/people/steve-berch.md
index 8e2cd0c65f..86b70676f8 100644
--- a/data/jurisdictions/us/states/id/people/steve-berch.md
+++ b/data/jurisdictions/us/states/id/people/steve-berch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 15A"
+represents: "us/states/id/districts/house/15a"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 15A (ID State House of Representatives District 15A).
 
+Represents [ID State House of Representatives District 15A](/us/states/id/districts/house/15a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/steve-miller.md b/data/jurisdictions/us/states/id/people/steve-miller.md
index 551117bccf..4935dcd109 100644
--- a/data/jurisdictions/us/states/id/people/steve-miller.md
+++ b/data/jurisdictions/us/states/id/people/steve-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 24B"
+represents: "us/states/id/districts/house/24b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 24B (ID State House of Representatives District 24B).
 
+Represents [ID State House of Representatives District 24B](/us/states/id/districts/house/24b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/steve-tanner.md b/data/jurisdictions/us/states/id/people/steve-tanner.md
index 1301778ad4..03ecf3341e 100644
--- a/data/jurisdictions/us/states/id/people/steve-tanner.md
+++ b/data/jurisdictions/us/states/id/people/steve-tanner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 13B"
+represents: "us/states/id/districts/house/13b"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 13B (ID State House of Representatives District 13B).
 
+Represents [ID State House of Representatives District 13B](/us/states/id/districts/house/13b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/tammy-nichols.md b/data/jurisdictions/us/states/id/people/tammy-nichols.md
index 4e113526a4..c3817064e3 100644
--- a/data/jurisdictions/us/states/id/people/tammy-nichols.md
+++ b/data/jurisdictions/us/states/id/people/tammy-nichols.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 10"
+represents: "us/states/id/districts/senate/10"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 10 (ID State Senate District 10).
 
+Represents [ID State Senate District 10](/us/states/id/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/tanya-burgoyne.md b/data/jurisdictions/us/states/id/people/tanya-burgoyne.md
index a797df0f0a..74ed948f7b 100644
--- a/data/jurisdictions/us/states/id/people/tanya-burgoyne.md
+++ b/data/jurisdictions/us/states/id/people/tanya-burgoyne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 29B"
+represents: "us/states/id/districts/house/29b"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 29B (ID State House of Representatives District 29B).
 
+Represents [ID State House of Representatives District 29B](/us/states/id/districts/house/29b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/ted-hill.md b/data/jurisdictions/us/states/id/people/ted-hill.md
index 545f05c01a..6f4822dea9 100644
--- a/data/jurisdictions/us/states/id/people/ted-hill.md
+++ b/data/jurisdictions/us/states/id/people/ted-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 14A"
+represents: "us/states/id/districts/house/14a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 14A (ID State House of Representatives District 14A).
 
+Represents [ID State House of Representatives District 14A](/us/states/id/districts/house/14a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/todd-lakey.md b/data/jurisdictions/us/states/id/people/todd-lakey.md
index 29599514b0..dcf99c495c 100644
--- a/data/jurisdictions/us/states/id/people/todd-lakey.md
+++ b/data/jurisdictions/us/states/id/people/todd-lakey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 23"
+represents: "us/states/id/districts/senate/23"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 23 (ID State Senate District 23).
 
+Represents [ID State Senate District 23](/us/states/id/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/tony-wisniewski.md b/data/jurisdictions/us/states/id/people/tony-wisniewski.md
index cb327a9141..dff897885c 100644
--- a/data/jurisdictions/us/states/id/people/tony-wisniewski.md
+++ b/data/jurisdictions/us/states/id/people/tony-wisniewski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 5B"
+represents: "us/states/id/districts/house/5b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 5B (ID State House of Representatives District 5B).
 
+Represents [ID State House of Representatives District 5B](/us/states/id/districts/house/5b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/treg-bernt.md b/data/jurisdictions/us/states/id/people/treg-bernt.md
index ea9be037a1..62675a6535 100644
--- a/data/jurisdictions/us/states/id/people/treg-bernt.md
+++ b/data/jurisdictions/us/states/id/people/treg-bernt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 21"
+represents: "us/states/id/districts/senate/21"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 21 (ID State Senate District 21).
 
+Represents [ID State Senate District 21](/us/states/id/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/van-burtenshaw.md b/data/jurisdictions/us/states/id/people/van-burtenshaw.md
index 71cc3ced53..4f4aa4400e 100644
--- a/data/jurisdictions/us/states/id/people/van-burtenshaw.md
+++ b/data/jurisdictions/us/states/id/people/van-burtenshaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State Senate District 31"
+represents: "us/states/id/districts/senate/31"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID Senate District 31 (ID State Senate District 31).
 
+Represents [ID State Senate District 31](/us/states/id/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/id/people/vito-barbieri.md b/data/jurisdictions/us/states/id/people/vito-barbieri.md
index 4e45913bb1..31b27942dd 100644
--- a/data/jurisdictions/us/states/id/people/vito-barbieri.md
+++ b/data/jurisdictions/us/states/id/people/vito-barbieri.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ID"
 district: "ID State House of Representatives District 3A"
+represents: "us/states/id/districts/house/3a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ID House District 3A (ID State House of Representatives District 3A).
 
+Represents [ID State House of Representatives District 3A](/us/states/id/districts/house/3a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/counties/adams/index.md b/data/jurisdictions/us/states/il/counties/adams/index.md
index 865f69e106..5f5ca3257c 100644
--- a/data/jurisdictions/us/states/il/counties/adams/index.md
+++ b/data/jurisdictions/us/states/il/counties/adams/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 79
   hispanic: 1350
   bachelors_plus: 16343
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 0.7846
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.2153
+  - to: "us/states/il/districts/house/99"
+    rel: in-district
+    area_weight: 0.4839
+  - to: "us/states/il/districts/house/100"
+    rel: in-district
+    area_weight: 0.3008
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.2153
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1350 |
 | Bachelor's or higher | 16343 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 78% (state senate)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 22% (state senate)
+- [IL House District 99](/us/states/il/districts/house/99.md) — 48% (state house)
+- [IL House District 100](/us/states/il/districts/house/100.md) — 30% (state house)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/alexander/index.md b/data/jurisdictions/us/states/il/counties/alexander/index.md
index dc15bf5007..bacb4f5fea 100644
--- a/data/jurisdictions/us/states/il/counties/alexander/index.md
+++ b/data/jurisdictions/us/states/il/counties/alexander/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 0
   hispanic: 33
   bachelors_plus: 599
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/il/districts/house/118"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 33 |
 | Bachelor's or higher | 599 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL House District 118](/us/states/il/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/bond/index.md b/data/jurisdictions/us/states/il/counties/bond/index.md
index 6d8cd93b3a..eb594f6f20 100644
--- a/data/jurisdictions/us/states/il/counties/bond/index.md
+++ b/data/jurisdictions/us/states/il/counties/bond/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 196
   hispanic: 336
   bachelors_plus: 3523
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/109"
+    rel: in-district
+    area_weight: 0.6776
+  - to: "us/states/il/districts/house/110"
+    rel: in-district
+    area_weight: 0.3224
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 336 |
 | Bachelor's or higher | 3523 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 100% (state senate)
+- [IL House District 109](/us/states/il/districts/house/109.md) — 68% (state house)
+- [IL House District 110](/us/states/il/districts/house/110.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/boone/index.md b/data/jurisdictions/us/states/il/counties/boone/index.md
index 776c530eb1..03e176ca6a 100644
--- a/data/jurisdictions/us/states/il/counties/boone/index.md
+++ b/data/jurisdictions/us/states/il/counties/boone/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 194
   hispanic: 13651
   bachelors_plus: 11785
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.6699
+  - to: "us/states/il/districts/11"
+    rel: in-district
+    area_weight: 0.3301
+  - to: "us/states/il/districts/senate/35"
+    rel: in-district
+    area_weight: 0.5049
+  - to: "us/states/il/districts/senate/45"
+    rel: in-district
+    area_weight: 0.4325
+  - to: "us/states/il/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0625
+  - to: "us/states/il/districts/house/69"
+    rel: in-district
+    area_weight: 0.5049
+  - to: "us/states/il/districts/house/89"
+    rel: in-district
+    area_weight: 0.2486
+  - to: "us/states/il/districts/house/90"
+    rel: in-district
+    area_weight: 0.1839
+  - to: "us/states/il/districts/house/68"
+    rel: in-district
+    area_weight: 0.0625
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 13651 |
 | Bachelor's or higher | 11785 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 67% (congressional)
+- [IL-11](/us/states/il/districts/11.md) — 33% (congressional)
+- [IL Senate District 35](/us/states/il/districts/senate/35.md) — 50% (state senate)
+- [IL Senate District 45](/us/states/il/districts/senate/45.md) — 43% (state senate)
+- [IL Senate District 34](/us/states/il/districts/senate/34.md) — 6% (state senate)
+- [IL House District 69](/us/states/il/districts/house/69.md) — 50% (state house)
+- [IL House District 89](/us/states/il/districts/house/89.md) — 25% (state house)
+- [IL House District 90](/us/states/il/districts/house/90.md) — 18% (state house)
+- [IL House District 68](/us/states/il/districts/house/68.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/brown/index.md b/data/jurisdictions/us/states/il/counties/brown/index.md
index 0d5ac79b99..ab67a06935 100644
--- a/data/jurisdictions/us/states/il/counties/brown/index.md
+++ b/data/jurisdictions/us/states/il/counties/brown/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 11
   hispanic: 424
   bachelors_plus: 738
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/99"
+    rel: in-district
+    area_weight: 0.6986
+  - to: "us/states/il/districts/house/100"
+    rel: in-district
+    area_weight: 0.3014
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 424 |
 | Bachelor's or higher | 738 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 100% (state senate)
+- [IL House District 99](/us/states/il/districts/house/99.md) — 70% (state house)
+- [IL House District 100](/us/states/il/districts/house/100.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/bureau/index.md b/data/jurisdictions/us/states/il/counties/bureau/index.md
index d188401825..0cc4651b62 100644
--- a/data/jurisdictions/us/states/il/counties/bureau/index.md
+++ b/data/jurisdictions/us/states/il/counties/bureau/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 11
   hispanic: 3357
   bachelors_plus: 6706
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.8173
+  - to: "us/states/il/districts/14"
+    rel: in-district
+    area_weight: 0.1827
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.8782
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.0629
+  - to: "us/states/il/districts/senate/38"
+    rel: in-district
+    area_weight: 0.0589
+  - to: "us/states/il/districts/house/73"
+    rel: in-district
+    area_weight: 0.8782
+  - to: "us/states/il/districts/house/105"
+    rel: in-district
+    area_weight: 0.0629
+  - to: "us/states/il/districts/house/76"
+    rel: in-district
+    area_weight: 0.0589
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3357 |
 | Bachelor's or higher | 6706 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 82% (congressional)
+- [IL-14](/us/states/il/districts/14.md) — 18% (congressional)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 88% (state senate)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 6% (state senate)
+- [IL Senate District 38](/us/states/il/districts/senate/38.md) — 6% (state senate)
+- [IL House District 73](/us/states/il/districts/house/73.md) — 88% (state house)
+- [IL House District 105](/us/states/il/districts/house/105.md) — 6% (state house)
+- [IL House District 76](/us/states/il/districts/house/76.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/calhoun/index.md b/data/jurisdictions/us/states/il/counties/calhoun/index.md
index ad4fdc25af..f2e6c1a0ee 100644
--- a/data/jurisdictions/us/states/il/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/il/counties/calhoun/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 36
   bachelors_plus: 781
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/il/districts/house/100"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 36 |
 | Bachelor's or higher | 781 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 100% (state senate)
+- [IL House District 100](/us/states/il/districts/house/100.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/carroll/index.md b/data/jurisdictions/us/states/il/counties/carroll/index.md
index dffb9a16a7..91927839ec 100644
--- a/data/jurisdictions/us/states/il/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/il/counties/carroll/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 44
   hispanic: 820
   bachelors_plus: 2593
+districts:
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/il/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/house/89"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 820 |
 | Bachelor's or higher | 2593 |
 
+## Districts
+
+- [IL-17](/us/states/il/districts/17.md) — 100% (congressional)
+- [IL Senate District 45](/us/states/il/districts/senate/45.md) — 100% (state senate)
+- [IL House District 89](/us/states/il/districts/house/89.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/cass/index.md b/data/jurisdictions/us/states/il/counties/cass/index.md
index 871ca2868c..9c83af5ca8 100644
--- a/data/jurisdictions/us/states/il/counties/cass/index.md
+++ b/data/jurisdictions/us/states/il/counties/cass/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 128
   hispanic: 2929
   bachelors_plus: 2319
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/il/districts/house/99"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2929 |
 | Bachelor's or higher | 2319 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 100% (state senate)
+- [IL House District 99](/us/states/il/districts/house/99.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/champaign/index.md b/data/jurisdictions/us/states/il/counties/champaign/index.md
index fb1a503eaa..e60d6d3623 100644
--- a/data/jurisdictions/us/states/il/counties/champaign/index.md
+++ b/data/jurisdictions/us/states/il/counties/champaign/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 381
   hispanic: 17249
   bachelors_plus: 86606
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.6216
+  - to: "us/states/il/districts/13"
+    rel: in-district
+    area_weight: 0.1924
+  - to: "us/states/il/districts/02"
+    rel: in-district
+    area_weight: 0.1859
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.684
+  - to: "us/states/il/districts/senate/52"
+    rel: in-district
+    area_weight: 0.3159
+  - to: "us/states/il/districts/house/101"
+    rel: in-district
+    area_weight: 0.586
+  - to: "us/states/il/districts/house/104"
+    rel: in-district
+    area_weight: 0.2901
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.0981
+  - to: "us/states/il/districts/house/103"
+    rel: in-district
+    area_weight: 0.0258
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 17249 |
 | Bachelor's or higher | 86606 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 62% (congressional)
+- [IL-13](/us/states/il/districts/13.md) — 19% (congressional)
+- [IL-02](/us/states/il/districts/02.md) — 19% (congressional)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 68% (state senate)
+- [IL Senate District 52](/us/states/il/districts/senate/52.md) — 32% (state senate)
+- [IL House District 101](/us/states/il/districts/house/101.md) — 59% (state house)
+- [IL House District 104](/us/states/il/districts/house/104.md) — 29% (state house)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 10% (state house)
+- [IL House District 103](/us/states/il/districts/house/103.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/christian/index.md b/data/jurisdictions/us/states/il/counties/christian/index.md
index 890ed9a189..75606f882a 100644
--- a/data/jurisdictions/us/states/il/counties/christian/index.md
+++ b/data/jurisdictions/us/states/il/counties/christian/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 21
   hispanic: 1112
   bachelors_plus: 5432
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/il/districts/senate/54"
+    rel: in-district
+    area_weight: 0.6844
+  - to: "us/states/il/districts/senate/48"
+    rel: in-district
+    area_weight: 0.3156
+  - to: "us/states/il/districts/house/107"
+    rel: in-district
+    area_weight: 0.4942
+  - to: "us/states/il/districts/house/95"
+    rel: in-district
+    area_weight: 0.1959
+  - to: "us/states/il/districts/house/108"
+    rel: in-district
+    area_weight: 0.1902
+  - to: "us/states/il/districts/house/96"
+    rel: in-district
+    area_weight: 0.1197
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 1112 |
 | Bachelor's or higher | 5432 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 54](/us/states/il/districts/senate/54.md) — 68% (state senate)
+- [IL Senate District 48](/us/states/il/districts/senate/48.md) — 32% (state senate)
+- [IL House District 107](/us/states/il/districts/house/107.md) — 49% (state house)
+- [IL House District 95](/us/states/il/districts/house/95.md) — 20% (state house)
+- [IL House District 108](/us/states/il/districts/house/108.md) — 19% (state house)
+- [IL House District 96](/us/states/il/districts/house/96.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/clark/index.md b/data/jurisdictions/us/states/il/counties/clark/index.md
index c13f6feb79..506fddd0d1 100644
--- a/data/jurisdictions/us/states/il/counties/clark/index.md
+++ b/data/jurisdictions/us/states/il/counties/clark/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 57
   hispanic: 285
   bachelors_plus: 3622
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9969
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 285 |
 | Bachelor's or higher | 3622 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 100% (state senate)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/clay/index.md b/data/jurisdictions/us/states/il/counties/clay/index.md
index 7ee0733fbc..6f786f63bc 100644
--- a/data/jurisdictions/us/states/il/counties/clay/index.md
+++ b/data/jurisdictions/us/states/il/counties/clay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 264
   bachelors_plus: 1566
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/house/110"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 264 |
 | Bachelor's or higher | 1566 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 100% (state senate)
+- [IL House District 110](/us/states/il/districts/house/110.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/clinton/index.md b/data/jurisdictions/us/states/il/counties/clinton/index.md
index b3754b870d..246d0d0f7c 100644
--- a/data/jurisdictions/us/states/il/counties/clinton/index.md
+++ b/data/jurisdictions/us/states/il/counties/clinton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 77
   hispanic: 1512
   bachelors_plus: 9017
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/110"
+    rel: in-district
+    area_weight: 0.5065
+  - to: "us/states/il/districts/house/109"
+    rel: in-district
+    area_weight: 0.4935
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1512 |
 | Bachelor's or higher | 9017 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 100% (state senate)
+- [IL House District 110](/us/states/il/districts/house/110.md) — 51% (state house)
+- [IL House District 109](/us/states/il/districts/house/109.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/coles/index.md b/data/jurisdictions/us/states/il/counties/coles/index.md
index 145518a694..27ddd3743c 100644
--- a/data/jurisdictions/us/states/il/counties/coles/index.md
+++ b/data/jurisdictions/us/states/il/counties/coles/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 20
   hispanic: 1809
   bachelors_plus: 11520
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.5275
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.4725
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/101"
+    rel: in-district
+    area_weight: 0.7102
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.2897
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1809 |
 | Bachelor's or higher | 11520 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 53% (congressional)
+- [IL-15](/us/states/il/districts/15.md) — 47% (congressional)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 100% (state senate)
+- [IL House District 101](/us/states/il/districts/house/101.md) — 71% (state house)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/cook/index.md b/data/jurisdictions/us/states/il/counties/cook/index.md
index edd90449c6..c9f625cbc5 100644
--- a/data/jurisdictions/us/states/il/counties/cook/index.md
+++ b/data/jurisdictions/us/states/il/counties/cook/index.md
@@ -22,9 +22,252 @@ demographics:
   race_native: 47333
   hispanic: 1387163
   bachelors_plus: 2210554
+districts:
+  - to: "us/states/il/districts/02"
+    rel: in-district
+    area_weight: 0.1018
+  - to: "us/states/il/districts/06"
+    rel: in-district
+    area_weight: 0.0861
+  - to: "us/states/il/districts/05"
+    rel: in-district
+    area_weight: 0.0728
+  - to: "us/states/il/districts/08"
+    rel: in-district
+    area_weight: 0.063
+  - to: "us/states/il/districts/01"
+    rel: in-district
+    area_weight: 0.0542
+  - to: "us/states/il/districts/04"
+    rel: in-district
+    area_weight: 0.0514
+  - to: "us/states/il/districts/09"
+    rel: in-district
+    area_weight: 0.0505
+  - to: "us/states/il/districts/07"
+    rel: in-district
+    area_weight: 0.042
+  - to: "us/states/il/districts/03"
+    rel: in-district
+    area_weight: 0.0338
+  - to: "us/states/il/districts/10"
+    rel: in-district
+    area_weight: 0.022
+  - to: "us/states/il/districts/11"
+    rel: in-district
+    area_weight: 0.0071
+  - to: "us/states/il/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0421
+  - to: "us/states/il/districts/senate/18"
+    rel: in-district
+    area_weight: 0.04
+  - to: "us/states/il/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0385
+  - to: "us/states/il/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0359
+  - to: "us/states/il/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0339
+  - to: "us/states/il/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0327
+  - to: "us/states/il/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0295
+  - to: "us/states/il/districts/senate/27"
+    rel: in-district
+    area_weight: 0.026
+  - to: "us/states/il/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0246
+  - to: "us/states/il/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0241
+  - to: "us/states/il/districts/senate/41"
+    rel: in-district
+    area_weight: 0.0225
+  - to: "us/states/il/districts/senate/4"
+    rel: in-district
+    area_weight: 0.022
+  - to: "us/states/il/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0217
+  - to: "us/states/il/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0207
+  - to: "us/states/il/districts/senate/39"
+    rel: in-district
+    area_weight: 0.0207
+  - to: "us/states/il/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0173
+  - to: "us/states/il/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0166
+  - to: "us/states/il/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0163
+  - to: "us/states/il/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0152
+  - to: "us/states/il/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0112
+  - to: "us/states/il/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0109
+  - to: "us/states/il/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0102
+  - to: "us/states/il/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0097
+  - to: "us/states/il/districts/senate/12"
+    rel: in-district
+    area_weight: 0.009
+  - to: "us/states/il/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0068
+  - to: "us/states/il/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0066
+  - to: "us/states/il/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/il/districts/house/38"
+    rel: in-district
+    area_weight: 0.0235
+  - to: "us/states/il/districts/house/30"
+    rel: in-district
+    area_weight: 0.0234
+  - to: "us/states/il/districts/house/56"
+    rel: in-district
+    area_weight: 0.0229
+  - to: "us/states/il/districts/house/82"
+    rel: in-district
+    area_weight: 0.0225
+  - to: "us/states/il/districts/house/34"
+    rel: in-district
+    area_weight: 0.0224
+  - to: "us/states/il/districts/house/57"
+    rel: in-district
+    area_weight: 0.0223
+  - to: "us/states/il/districts/house/52"
+    rel: in-district
+    area_weight: 0.0221
+  - to: "us/states/il/districts/house/36"
+    rel: in-district
+    area_weight: 0.0205
+  - to: "us/states/il/districts/house/35"
+    rel: in-district
+    area_weight: 0.0195
+  - to: "us/states/il/districts/house/29"
+    rel: in-district
+    area_weight: 0.0187
+  - to: "us/states/il/districts/house/27"
+    rel: in-district
+    area_weight: 0.0183
+  - to: "us/states/il/districts/house/51"
+    rel: in-district
+    area_weight: 0.0163
+  - to: "us/states/il/districts/house/28"
+    rel: in-district
+    area_weight: 0.0156
+  - to: "us/states/il/districts/house/17"
+    rel: in-district
+    area_weight: 0.015
+  - to: "us/states/il/districts/house/44"
+    rel: in-district
+    area_weight: 0.0145
+  - to: "us/states/il/districts/house/77"
+    rel: in-district
+    area_weight: 0.0139
+  - to: "us/states/il/districts/house/33"
+    rel: in-district
+    area_weight: 0.0135
+  - to: "us/states/il/districts/house/54"
+    rel: in-district
+    area_weight: 0.0134
+  - to: "us/states/il/districts/house/7"
+    rel: in-district
+    area_weight: 0.0127
+  - to: "us/states/il/districts/house/53"
+    rel: in-district
+    area_weight: 0.0126
+  - to: "us/states/il/districts/house/21"
+    rel: in-district
+    area_weight: 0.0113
+  - to: "us/states/il/districts/house/20"
+    rel: in-district
+    area_weight: 0.0109
+  - to: "us/states/il/districts/house/15"
+    rel: in-district
+    area_weight: 0.0106
+  - to: "us/states/il/districts/house/55"
+    rel: in-district
+    area_weight: 0.0098
+  - to: "us/states/il/districts/house/80"
+    rel: in-district
+    area_weight: 0.0098
+  - to: "us/states/il/districts/house/31"
+    rel: in-district
+    area_weight: 0.0097
+  - to: "us/states/il/districts/house/22"
+    rel: in-district
+    area_weight: 0.0094
+  - to: "us/states/il/districts/house/8"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/il/districts/house/18"
+    rel: in-district
+    area_weight: 0.0091
+  - to: "us/states/il/districts/house/2"
+    rel: in-district
+    area_weight: 0.0083
+  - to: "us/states/il/districts/house/43"
+    rel: in-district
+    area_weight: 0.0072
+  - to: "us/states/il/districts/house/1"
+    rel: in-district
+    area_weight: 0.0069
+  - to: "us/states/il/districts/house/32"
+    rel: in-district
+    area_weight: 0.0069
+  - to: "us/states/il/districts/house/78"
+    rel: in-district
+    area_weight: 0.0068
+  - to: "us/states/il/districts/house/16"
+    rel: in-district
+    area_weight: 0.0067
+  - to: "us/states/il/districts/house/37"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/il/districts/house/25"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/il/districts/house/49"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/il/districts/house/10"
+    rel: in-district
+    area_weight: 0.0056
+  - to: "us/states/il/districts/house/6"
+    rel: in-district
+    area_weight: 0.0055
+  - to: "us/states/il/districts/house/19"
+    rel: in-district
+    area_weight: 0.0054
+  - to: "us/states/il/districts/house/9"
+    rel: in-district
+    area_weight: 0.0053
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +299,90 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1387163 |
 | Bachelor's or higher | 2210554 |
 
+## Districts
+
+- [IL-02](/us/states/il/districts/02.md) — 10% (congressional)
+- [IL-06](/us/states/il/districts/06.md) — 9% (congressional)
+- [IL-05](/us/states/il/districts/05.md) — 7% (congressional)
+- [IL-08](/us/states/il/districts/08.md) — 6% (congressional)
+- [IL-01](/us/states/il/districts/01.md) — 5% (congressional)
+- [IL-04](/us/states/il/districts/04.md) — 5% (congressional)
+- [IL-09](/us/states/il/districts/09.md) — 5% (congressional)
+- [IL-07](/us/states/il/districts/07.md) — 4% (congressional)
+- [IL-03](/us/states/il/districts/03.md) — 3% (congressional)
+- [IL-10](/us/states/il/districts/10.md) — 2% (congressional)
+- [IL-11](/us/states/il/districts/11.md) — 1% (congressional)
+- [IL Senate District 15](/us/states/il/districts/senate/15.md) — 4% (state senate)
+- [IL Senate District 18](/us/states/il/districts/senate/18.md) — 4% (state senate)
+- [IL Senate District 26](/us/states/il/districts/senate/26.md) — 4% (state senate)
+- [IL Senate District 17](/us/states/il/districts/senate/17.md) — 4% (state senate)
+- [IL Senate District 14](/us/states/il/districts/senate/14.md) — 3% (state senate)
+- [IL Senate District 28](/us/states/il/districts/senate/28.md) — 3% (state senate)
+- [IL Senate District 19](/us/states/il/districts/senate/19.md) — 3% (state senate)
+- [IL Senate District 27](/us/states/il/districts/senate/27.md) — 3% (state senate)
+- [IL Senate District 29](/us/states/il/districts/senate/29.md) — 2% (state senate)
+- [IL Senate District 9](/us/states/il/districts/senate/9.md) — 2% (state senate)
+- [IL Senate District 41](/us/states/il/districts/senate/41.md) — 2% (state senate)
+- [IL Senate District 4](/us/states/il/districts/senate/4.md) — 2% (state senate)
+- [IL Senate District 22](/us/states/il/districts/senate/22.md) — 2% (state senate)
+- [IL Senate District 11](/us/states/il/districts/senate/11.md) — 2% (state senate)
+- [IL Senate District 39](/us/states/il/districts/senate/39.md) — 2% (state senate)
+- [IL Senate District 8](/us/states/il/districts/senate/8.md) — 2% (state senate)
+- [IL Senate District 16](/us/states/il/districts/senate/16.md) — 2% (state senate)
+- [IL Senate District 10](/us/states/il/districts/senate/10.md) — 2% (state senate)
+- [IL Senate District 1](/us/states/il/districts/senate/1.md) — 2% (state senate)
+- [IL Senate District 40](/us/states/il/districts/senate/40.md) — 1% (state senate)
+- [IL Senate District 5](/us/states/il/districts/senate/5.md) — 1% (state senate)
+- [IL Senate District 13](/us/states/il/districts/senate/13.md) — 1% (state senate)
+- [IL Senate District 3](/us/states/il/districts/senate/3.md) — 1% (state senate)
+- [IL Senate District 12](/us/states/il/districts/senate/12.md) — 1% (state senate)
+- [IL Senate District 2](/us/states/il/districts/senate/2.md) — 1% (state senate)
+- [IL Senate District 20](/us/states/il/districts/senate/20.md) — 1% (state senate)
+- [IL Senate District 25](/us/states/il/districts/senate/25.md) — 1% (state senate)
+- [IL House District 38](/us/states/il/districts/house/38.md) — 2% (state house)
+- [IL House District 30](/us/states/il/districts/house/30.md) — 2% (state house)
+- [IL House District 56](/us/states/il/districts/house/56.md) — 2% (state house)
+- [IL House District 82](/us/states/il/districts/house/82.md) — 2% (state house)
+- [IL House District 34](/us/states/il/districts/house/34.md) — 2% (state house)
+- [IL House District 57](/us/states/il/districts/house/57.md) — 2% (state house)
+- [IL House District 52](/us/states/il/districts/house/52.md) — 2% (state house)
+- [IL House District 36](/us/states/il/districts/house/36.md) — 2% (state house)
+- [IL House District 35](/us/states/il/districts/house/35.md) — 2% (state house)
+- [IL House District 29](/us/states/il/districts/house/29.md) — 2% (state house)
+- [IL House District 27](/us/states/il/districts/house/27.md) — 2% (state house)
+- [IL House District 51](/us/states/il/districts/house/51.md) — 2% (state house)
+- [IL House District 28](/us/states/il/districts/house/28.md) — 2% (state house)
+- [IL House District 17](/us/states/il/districts/house/17.md) — 2% (state house)
+- [IL House District 44](/us/states/il/districts/house/44.md) — 1% (state house)
+- [IL House District 77](/us/states/il/districts/house/77.md) — 1% (state house)
+- [IL House District 33](/us/states/il/districts/house/33.md) — 1% (state house)
+- [IL House District 54](/us/states/il/districts/house/54.md) — 1% (state house)
+- [IL House District 7](/us/states/il/districts/house/7.md) — 1% (state house)
+- [IL House District 53](/us/states/il/districts/house/53.md) — 1% (state house)
+- [IL House District 21](/us/states/il/districts/house/21.md) — 1% (state house)
+- [IL House District 20](/us/states/il/districts/house/20.md) — 1% (state house)
+- [IL House District 15](/us/states/il/districts/house/15.md) — 1% (state house)
+- [IL House District 55](/us/states/il/districts/house/55.md) — 1% (state house)
+- [IL House District 80](/us/states/il/districts/house/80.md) — 1% (state house)
+- [IL House District 31](/us/states/il/districts/house/31.md) — 1% (state house)
+- [IL House District 22](/us/states/il/districts/house/22.md) — 1% (state house)
+- [IL House District 8](/us/states/il/districts/house/8.md) — 1% (state house)
+- [IL House District 18](/us/states/il/districts/house/18.md) — 1% (state house)
+- [IL House District 2](/us/states/il/districts/house/2.md) — 1% (state house)
+- [IL House District 43](/us/states/il/districts/house/43.md) — 1% (state house)
+- [IL House District 1](/us/states/il/districts/house/1.md) — 1% (state house)
+- [IL House District 32](/us/states/il/districts/house/32.md) — 1% (state house)
+- [IL House District 78](/us/states/il/districts/house/78.md) — 1% (state house)
+- [IL House District 16](/us/states/il/districts/house/16.md) — 1% (state house)
+- [IL House District 37](/us/states/il/districts/house/37.md) — 1% (state house)
+- [IL House District 25](/us/states/il/districts/house/25.md) — 1% (state house)
+- [IL House District 49](/us/states/il/districts/house/49.md) — 1% (state house)
+- [IL House District 10](/us/states/il/districts/house/10.md) — 1% (state house)
+- [IL House District 6](/us/states/il/districts/house/6.md) — 1% (state house)
+- [IL House District 19](/us/states/il/districts/house/19.md) — 1% (state house)
+- [IL House District 9](/us/states/il/districts/house/9.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/crawford/index.md b/data/jurisdictions/us/states/il/counties/crawford/index.md
index 33827a3e61..c0a5991503 100644
--- a/data/jurisdictions/us/states/il/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/il/counties/crawford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 237
   hispanic: 491
   bachelors_plus: 3621
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9958
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 491 |
 | Bachelor's or higher | 3621 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 100% (state senate)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/cumberland/index.md b/data/jurisdictions/us/states/il/counties/cumberland/index.md
index cbfc79ef80..a2a767def6 100644
--- a/data/jurisdictions/us/states/il/counties/cumberland/index.md
+++ b/data/jurisdictions/us/states/il/counties/cumberland/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 0
   hispanic: 38
   bachelors_plus: 1874
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.8596
+  - to: "us/states/il/districts/senate/54"
+    rel: in-district
+    area_weight: 0.1404
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.8595
+  - to: "us/states/il/districts/house/107"
+    rel: in-district
+    area_weight: 0.1404
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 38 |
 | Bachelor's or higher | 1874 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 86% (state senate)
+- [IL Senate District 54](/us/states/il/districts/senate/54.md) — 14% (state senate)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 86% (state house)
+- [IL House District 107](/us/states/il/districts/house/107.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/de-witt/index.md b/data/jurisdictions/us/states/il/counties/de-witt/index.md
index 7cd94b471f..6c18af1ecb 100644
--- a/data/jurisdictions/us/states/il/counties/de-witt/index.md
+++ b/data/jurisdictions/us/states/il/counties/de-witt/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 67
   hispanic: 540
   bachelors_plus: 3304
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/il/districts/senate/44"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/88"
+    rel: in-district
+    area_weight: 0.521
+  - to: "us/states/il/districts/house/87"
+    rel: in-district
+    area_weight: 0.479
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 540 |
 | Bachelor's or higher | 3304 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 44](/us/states/il/districts/senate/44.md) — 100% (state senate)
+- [IL House District 88](/us/states/il/districts/house/88.md) — 52% (state house)
+- [IL House District 87](/us/states/il/districts/house/87.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/dekalb/index.md b/data/jurisdictions/us/states/il/counties/dekalb/index.md
index 9399763daa..cb3879605b 100644
--- a/data/jurisdictions/us/states/il/counties/dekalb/index.md
+++ b/data/jurisdictions/us/states/il/counties/dekalb/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 658
   hispanic: 14647
   bachelors_plus: 28035
+districts:
+  - to: "us/states/il/districts/14"
+    rel: in-district
+    area_weight: 0.699
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.1664
+  - to: "us/states/il/districts/11"
+    rel: in-district
+    area_weight: 0.1346
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.3233
+  - to: "us/states/il/districts/senate/45"
+    rel: in-district
+    area_weight: 0.2814
+  - to: "us/states/il/districts/senate/35"
+    rel: in-district
+    area_weight: 0.2493
+  - to: "us/states/il/districts/senate/38"
+    rel: in-district
+    area_weight: 0.146
+  - to: "us/states/il/districts/house/74"
+    rel: in-district
+    area_weight: 0.3233
+  - to: "us/states/il/districts/house/89"
+    rel: in-district
+    area_weight: 0.2814
+  - to: "us/states/il/districts/house/70"
+    rel: in-district
+    area_weight: 0.2493
+  - to: "us/states/il/districts/house/76"
+    rel: in-district
+    area_weight: 0.1202
+  - to: "us/states/il/districts/house/75"
+    rel: in-district
+    area_weight: 0.0258
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction.
 | Hispanic/Latino | 14647 |
 | Bachelor's or higher | 28035 |
 
+## Districts
+
+- [IL-14](/us/states/il/districts/14.md) — 70% (congressional)
+- [IL-16](/us/states/il/districts/16.md) — 17% (congressional)
+- [IL-11](/us/states/il/districts/11.md) — 13% (congressional)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 32% (state senate)
+- [IL Senate District 45](/us/states/il/districts/senate/45.md) — 28% (state senate)
+- [IL Senate District 35](/us/states/il/districts/senate/35.md) — 25% (state senate)
+- [IL Senate District 38](/us/states/il/districts/senate/38.md) — 15% (state senate)
+- [IL House District 74](/us/states/il/districts/house/74.md) — 32% (state house)
+- [IL House District 89](/us/states/il/districts/house/89.md) — 28% (state house)
+- [IL House District 70](/us/states/il/districts/house/70.md) — 25% (state house)
+- [IL House District 76](/us/states/il/districts/house/76.md) — 12% (state house)
+- [IL House District 75](/us/states/il/districts/house/75.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/douglas/index.md b/data/jurisdictions/us/states/il/counties/douglas/index.md
index b261884aba..08ed938210 100644
--- a/data/jurisdictions/us/states/il/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/il/counties/douglas/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 46
   hispanic: 1672
   bachelors_plus: 3742
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/101"
+    rel: in-district
+    area_weight: 0.8871
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.1129
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1672 |
 | Bachelor's or higher | 3742 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 100% (state senate)
+- [IL House District 101](/us/states/il/districts/house/101.md) — 89% (state house)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/dupage/index.md b/data/jurisdictions/us/states/il/counties/dupage/index.md
index de27a72e18..ec64f6fe72 100644
--- a/data/jurisdictions/us/states/il/counties/dupage/index.md
+++ b/data/jurisdictions/us/states/il/counties/dupage/index.md
@@ -22,9 +22,108 @@ demographics:
   race_native: 4229
   hispanic: 149533
   bachelors_plus: 472215
+districts:
+  - to: "us/states/il/districts/03"
+    rel: in-district
+    area_weight: 0.3023
+  - to: "us/states/il/districts/06"
+    rel: in-district
+    area_weight: 0.2646
+  - to: "us/states/il/districts/11"
+    rel: in-district
+    area_weight: 0.2377
+  - to: "us/states/il/districts/08"
+    rel: in-district
+    area_weight: 0.1555
+  - to: "us/states/il/districts/04"
+    rel: in-district
+    area_weight: 0.0397
+  - to: "us/states/il/districts/senate/24"
+    rel: in-district
+    area_weight: 0.2344
+  - to: "us/states/il/districts/senate/23"
+    rel: in-district
+    area_weight: 0.1699
+  - to: "us/states/il/districts/senate/41"
+    rel: in-district
+    area_weight: 0.1694
+  - to: "us/states/il/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1579
+  - to: "us/states/il/districts/senate/25"
+    rel: in-district
+    area_weight: 0.1562
+  - to: "us/states/il/districts/senate/39"
+    rel: in-district
+    area_weight: 0.0338
+  - to: "us/states/il/districts/senate/42"
+    rel: in-district
+    area_weight: 0.0326
+  - to: "us/states/il/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0174
+  - to: "us/states/il/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0134
+  - to: "us/states/il/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0089
+  - to: "us/states/il/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0061
+  - to: "us/states/il/districts/house/49"
+    rel: in-district
+    area_weight: 0.147
+  - to: "us/states/il/districts/house/47"
+    rel: in-district
+    area_weight: 0.1422
+  - to: "us/states/il/districts/house/48"
+    rel: in-district
+    area_weight: 0.0922
+  - to: "us/states/il/districts/house/42"
+    rel: in-district
+    area_weight: 0.092
+  - to: "us/states/il/districts/house/81"
+    rel: in-district
+    area_weight: 0.0903
+  - to: "us/states/il/districts/house/45"
+    rel: in-district
+    area_weight: 0.0862
+  - to: "us/states/il/districts/house/46"
+    rel: in-district
+    area_weight: 0.0837
+  - to: "us/states/il/districts/house/82"
+    rel: in-district
+    area_weight: 0.0791
+  - to: "us/states/il/districts/house/41"
+    rel: in-district
+    area_weight: 0.0659
+  - to: "us/states/il/districts/house/77"
+    rel: in-district
+    area_weight: 0.0338
+  - to: "us/states/il/districts/house/84"
+    rel: in-district
+    area_weight: 0.0326
+  - to: "us/states/il/districts/house/7"
+    rel: in-district
+    area_weight: 0.0174
+  - to: "us/states/il/districts/house/65"
+    rel: in-district
+    area_weight: 0.0134
+  - to: "us/states/il/districts/house/50"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/il/districts/house/56"
+    rel: in-district
+    area_weight: 0.0089
+  - to: "us/states/il/districts/house/85"
+    rel: in-district
+    area_weight: 0.0061
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +155,42 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 149533 |
 | Bachelor's or higher | 472215 |
 
+## Districts
+
+- [IL-03](/us/states/il/districts/03.md) — 30% (congressional)
+- [IL-06](/us/states/il/districts/06.md) — 26% (congressional)
+- [IL-11](/us/states/il/districts/11.md) — 24% (congressional)
+- [IL-08](/us/states/il/districts/08.md) — 16% (congressional)
+- [IL-04](/us/states/il/districts/04.md) — 4% (congressional)
+- [IL Senate District 24](/us/states/il/districts/senate/24.md) — 23% (state senate)
+- [IL Senate District 23](/us/states/il/districts/senate/23.md) — 17% (state senate)
+- [IL Senate District 41](/us/states/il/districts/senate/41.md) — 17% (state senate)
+- [IL Senate District 21](/us/states/il/districts/senate/21.md) — 16% (state senate)
+- [IL Senate District 25](/us/states/il/districts/senate/25.md) — 16% (state senate)
+- [IL Senate District 39](/us/states/il/districts/senate/39.md) — 3% (state senate)
+- [IL Senate District 42](/us/states/il/districts/senate/42.md) — 3% (state senate)
+- [IL Senate District 4](/us/states/il/districts/senate/4.md) — 2% (state senate)
+- [IL Senate District 33](/us/states/il/districts/senate/33.md) — 1% (state senate)
+- [IL Senate District 28](/us/states/il/districts/senate/28.md) — 1% (state senate)
+- [IL Senate District 43](/us/states/il/districts/senate/43.md) — 1% (state senate)
+- [IL House District 49](/us/states/il/districts/house/49.md) — 15% (state house)
+- [IL House District 47](/us/states/il/districts/house/47.md) — 14% (state house)
+- [IL House District 48](/us/states/il/districts/house/48.md) — 9% (state house)
+- [IL House District 42](/us/states/il/districts/house/42.md) — 9% (state house)
+- [IL House District 81](/us/states/il/districts/house/81.md) — 9% (state house)
+- [IL House District 45](/us/states/il/districts/house/45.md) — 9% (state house)
+- [IL House District 46](/us/states/il/districts/house/46.md) — 8% (state house)
+- [IL House District 82](/us/states/il/districts/house/82.md) — 8% (state house)
+- [IL House District 41](/us/states/il/districts/house/41.md) — 7% (state house)
+- [IL House District 77](/us/states/il/districts/house/77.md) — 3% (state house)
+- [IL House District 84](/us/states/il/districts/house/84.md) — 3% (state house)
+- [IL House District 7](/us/states/il/districts/house/7.md) — 2% (state house)
+- [IL House District 65](/us/states/il/districts/house/65.md) — 1% (state house)
+- [IL House District 50](/us/states/il/districts/house/50.md) — 1% (state house)
+- [IL House District 56](/us/states/il/districts/house/56.md) — 1% (state house)
+- [IL House District 85](/us/states/il/districts/house/85.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/edgar/index.md b/data/jurisdictions/us/states/il/counties/edgar/index.md
index ffcbd9b0df..8f572906c3 100644
--- a/data/jurisdictions/us/states/il/counties/edgar/index.md
+++ b/data/jurisdictions/us/states/il/counties/edgar/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 252
   bachelors_plus: 3067
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 252 |
 | Bachelor's or higher | 3067 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 100% (state senate)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/edwards/index.md b/data/jurisdictions/us/states/il/counties/edwards/index.md
index 1fcf8f1905..2c5384ba2a 100644
--- a/data/jurisdictions/us/states/il/counties/edwards/index.md
+++ b/data/jurisdictions/us/states/il/counties/edwards/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 89
   bachelors_plus: 857
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/116"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 89 |
 | Bachelor's or higher | 857 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 100% (state senate)
+- [IL House District 116](/us/states/il/districts/house/116.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/effingham/index.md b/data/jurisdictions/us/states/il/counties/effingham/index.md
index 85b35435f1..2b9f913b6e 100644
--- a/data/jurisdictions/us/states/il/counties/effingham/index.md
+++ b/data/jurisdictions/us/states/il/counties/effingham/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 25
   hispanic: 955
   bachelors_plus: 8540
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/senate/54"
+    rel: in-district
+    area_weight: 0.5892
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 0.3027
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.1082
+  - to: "us/states/il/districts/house/107"
+    rel: in-district
+    area_weight: 0.5892
+  - to: "us/states/il/districts/house/110"
+    rel: in-district
+    area_weight: 0.3027
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.1082
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 955 |
 | Bachelor's or higher | 8540 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 54](/us/states/il/districts/senate/54.md) — 59% (state senate)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 30% (state senate)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 11% (state senate)
+- [IL House District 107](/us/states/il/districts/house/107.md) — 59% (state house)
+- [IL House District 110](/us/states/il/districts/house/110.md) — 30% (state house)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/fayette/index.md b/data/jurisdictions/us/states/il/counties/fayette/index.md
index faca7aa414..022ef8b204 100644
--- a/data/jurisdictions/us/states/il/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/il/counties/fayette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 71
   hispanic: 650
   bachelors_plus: 3360
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/110"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 650 |
 | Bachelor's or higher | 3360 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 100% (state senate)
+- [IL House District 110](/us/states/il/districts/house/110.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/ford/index.md b/data/jurisdictions/us/states/il/counties/ford/index.md
index 0b4334c1e8..6b548e1695 100644
--- a/data/jurisdictions/us/states/il/counties/ford/index.md
+++ b/data/jurisdictions/us/states/il/counties/ford/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 4
   hispanic: 707
   bachelors_plus: 2322
+districts:
+  - to: "us/states/il/districts/02"
+    rel: in-district
+    area_weight: 0.901
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.099
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.8098
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.1902
+  - to: "us/states/il/districts/house/106"
+    rel: in-district
+    area_weight: 0.8098
+  - to: "us/states/il/districts/house/101"
+    rel: in-district
+    area_weight: 0.1902
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 707 |
 | Bachelor's or higher | 2322 |
 
+## Districts
+
+- [IL-02](/us/states/il/districts/02.md) — 90% (congressional)
+- [IL-16](/us/states/il/districts/16.md) — 10% (congressional)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 81% (state senate)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 19% (state senate)
+- [IL House District 106](/us/states/il/districts/house/106.md) — 81% (state house)
+- [IL House District 101](/us/states/il/districts/house/101.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/franklin/index.md b/data/jurisdictions/us/states/il/counties/franklin/index.md
index 9e3ef2c6d9..7d53669d76 100644
--- a/data/jurisdictions/us/states/il/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/il/counties/franklin/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 29
   hispanic: 756
   bachelors_plus: 5501
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.5494
+  - to: "us/states/il/districts/house/116"
+    rel: in-district
+    area_weight: 0.5492
+  - to: "us/states/il/districts/house/117"
+    rel: in-district
+    area_weight: 0.4505
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 756 |
 | Bachelor's or higher | 5501 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 55% (state senate)
+- [IL House District 116](/us/states/il/districts/house/116.md) — 55% (state house)
+- [IL House District 117](/us/states/il/districts/house/117.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/fulton/index.md b/data/jurisdictions/us/states/il/counties/fulton/index.md
index 092ab012ce..32e976787a 100644
--- a/data/jurisdictions/us/states/il/counties/fulton/index.md
+++ b/data/jurisdictions/us/states/il/counties/fulton/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 126
   hispanic: 830
   bachelors_plus: 5910
+districts:
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.5727
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.4273
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.9582
+  - to: "us/states/il/districts/house/93"
+    rel: in-district
+    area_weight: 0.0418
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 830 |
 | Bachelor's or higher | 5910 |
 
+## Districts
+
+- [IL-17](/us/states/il/districts/17.md) — 57% (congressional)
+- [IL-15](/us/states/il/districts/15.md) — 43% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 100% (state senate)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 96% (state house)
+- [IL House District 93](/us/states/il/districts/house/93.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/gallatin/index.md b/data/jurisdictions/us/states/il/counties/gallatin/index.md
index b18a7f8e35..61098e06db 100644
--- a/data/jurisdictions/us/states/il/counties/gallatin/index.md
+++ b/data/jurisdictions/us/states/il/counties/gallatin/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 6
   hispanic: 57
   bachelors_plus: 662
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/il/districts/house/117"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 57 |
 | Bachelor's or higher | 662 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL House District 117](/us/states/il/districts/house/117.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/greene/index.md b/data/jurisdictions/us/states/il/counties/greene/index.md
index 92460807e0..9681c8e4ee 100644
--- a/data/jurisdictions/us/states/il/counties/greene/index.md
+++ b/data/jurisdictions/us/states/il/counties/greene/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 128
   bachelors_plus: 2069
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/100"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 128 |
 | Bachelor's or higher | 2069 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 100% (state senate)
+- [IL House District 100](/us/states/il/districts/house/100.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/grundy/index.md b/data/jurisdictions/us/states/il/counties/grundy/index.md
index 5390c47605..7178be1875 100644
--- a/data/jurisdictions/us/states/il/counties/grundy/index.md
+++ b/data/jurisdictions/us/states/il/counties/grundy/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 38
   hispanic: 6368
   bachelors_plus: 11067
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.7101
+  - to: "us/states/il/districts/senate/38"
+    rel: in-district
+    area_weight: 0.2485
+  - to: "us/states/il/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0414
+  - to: "us/states/il/districts/house/106"
+    rel: in-district
+    area_weight: 0.7101
+  - to: "us/states/il/districts/house/75"
+    rel: in-district
+    area_weight: 0.2485
+  - to: "us/states/il/districts/house/79"
+    rel: in-district
+    area_weight: 0.0414
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 6368 |
 | Bachelor's or higher | 11067 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 100% (congressional)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 71% (state senate)
+- [IL Senate District 38](/us/states/il/districts/senate/38.md) — 25% (state senate)
+- [IL Senate District 40](/us/states/il/districts/senate/40.md) — 4% (state senate)
+- [IL House District 106](/us/states/il/districts/house/106.md) — 71% (state house)
+- [IL House District 75](/us/states/il/districts/house/75.md) — 25% (state house)
+- [IL House District 79](/us/states/il/districts/house/79.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/hamilton/index.md b/data/jurisdictions/us/states/il/counties/hamilton/index.md
index 68ce2424a2..cc0d91b0ab 100644
--- a/data/jurisdictions/us/states/il/counties/hamilton/index.md
+++ b/data/jurisdictions/us/states/il/counties/hamilton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 13
   hispanic: 57
   bachelors_plus: 1665
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.6238
+  - to: "us/states/il/districts/house/116"
+    rel: in-district
+    area_weight: 0.6238
+  - to: "us/states/il/districts/house/117"
+    rel: in-district
+    area_weight: 0.3762
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 57 |
 | Bachelor's or higher | 1665 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 62% (state senate)
+- [IL House District 116](/us/states/il/districts/house/116.md) — 62% (state house)
+- [IL House District 117](/us/states/il/districts/house/117.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/hancock/index.md b/data/jurisdictions/us/states/il/counties/hancock/index.md
index 9f9657288c..0e18ffe3ce 100644
--- a/data/jurisdictions/us/states/il/counties/hancock/index.md
+++ b/data/jurisdictions/us/states/il/counties/hancock/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 397
   bachelors_plus: 4084
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 397 |
 | Bachelor's or higher | 4084 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 100% (state senate)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/hardin/index.md b/data/jurisdictions/us/states/il/counties/hardin/index.md
index ac3db38ce1..d20b5ccebd 100644
--- a/data/jurisdictions/us/states/il/counties/hardin/index.md
+++ b/data/jurisdictions/us/states/il/counties/hardin/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 0
   hispanic: 33
   bachelors_plus: 537
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/il/districts/house/117"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 33 |
 | Bachelor's or higher | 537 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL House District 117](/us/states/il/districts/house/117.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/henderson/index.md b/data/jurisdictions/us/states/il/counties/henderson/index.md
index 13eadd7b36..ac1618a3d7 100644
--- a/data/jurisdictions/us/states/il/counties/henderson/index.md
+++ b/data/jurisdictions/us/states/il/counties/henderson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 41
   hispanic: 76
   bachelors_plus: 1185
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 76 |
 | Bachelor's or higher | 1185 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 100% (state senate)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/henry/index.md b/data/jurisdictions/us/states/il/counties/henry/index.md
index 202d79d58a..ee30df6555 100644
--- a/data/jurisdictions/us/states/il/counties/henry/index.md
+++ b/data/jurisdictions/us/states/il/counties/henry/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 5
   hispanic: 3366
   bachelors_plus: 11382
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.854
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.146
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.5775
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.2564
+  - to: "us/states/il/districts/senate/36"
+    rel: in-district
+    area_weight: 0.1661
+  - to: "us/states/il/districts/house/93"
+    rel: in-district
+    area_weight: 0.5775
+  - to: "us/states/il/districts/house/73"
+    rel: in-district
+    area_weight: 0.2564
+  - to: "us/states/il/districts/house/71"
+    rel: in-district
+    area_weight: 0.1661
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 3366 |
 | Bachelor's or higher | 11382 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 85% (congressional)
+- [IL-17](/us/states/il/districts/17.md) — 15% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 58% (state senate)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 26% (state senate)
+- [IL Senate District 36](/us/states/il/districts/senate/36.md) — 17% (state senate)
+- [IL House District 93](/us/states/il/districts/house/93.md) — 58% (state house)
+- [IL House District 73](/us/states/il/districts/house/73.md) — 26% (state house)
+- [IL House District 71](/us/states/il/districts/house/71.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/iroquois/index.md b/data/jurisdictions/us/states/il/counties/iroquois/index.md
index a79fd9af8f..edd614cc3d 100644
--- a/data/jurisdictions/us/states/il/counties/iroquois/index.md
+++ b/data/jurisdictions/us/states/il/counties/iroquois/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 137
   hispanic: 2187
   bachelors_plus: 4431
+districts:
+  - to: "us/states/il/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/house/106"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2187 |
 | Bachelor's or higher | 4431 |
 
+## Districts
+
+- [IL-02](/us/states/il/districts/02.md) — 100% (congressional)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 100% (state senate)
+- [IL House District 106](/us/states/il/districts/house/106.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/jackson/index.md b/data/jurisdictions/us/states/il/counties/jackson/index.md
index 295f47ef2b..6ebdac6f70 100644
--- a/data/jurisdictions/us/states/il/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/il/counties/jackson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 45
   hispanic: 2811
   bachelors_plus: 16783
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.5824
+  - to: "us/states/il/districts/house/115"
+    rel: in-district
+    area_weight: 0.5824
+  - to: "us/states/il/districts/house/118"
+    rel: in-district
+    area_weight: 0.4175
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2811 |
 | Bachelor's or higher | 16783 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 58% (state senate)
+- [IL House District 115](/us/states/il/districts/house/115.md) — 58% (state house)
+- [IL House District 118](/us/states/il/districts/house/118.md) — 42% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/jasper/index.md b/data/jurisdictions/us/states/il/counties/jasper/index.md
index 2848129f11..fa975d937c 100644
--- a/data/jurisdictions/us/states/il/counties/jasper/index.md
+++ b/data/jurisdictions/us/states/il/counties/jasper/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 123
   bachelors_plus: 1813
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 123 |
 | Bachelor's or higher | 1813 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 100% (state senate)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/jefferson/index.md b/data/jurisdictions/us/states/il/counties/jefferson/index.md
index 2154329922..a233090a9a 100644
--- a/data/jurisdictions/us/states/il/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/il/counties/jefferson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 122
   hispanic: 1030
   bachelors_plus: 6420
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/116"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1030 |
 | Bachelor's or higher | 6420 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 100% (state senate)
+- [IL House District 116](/us/states/il/districts/house/116.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/jersey/index.md b/data/jurisdictions/us/states/il/counties/jersey/index.md
index 9d8dcf2051..7afb66fdeb 100644
--- a/data/jurisdictions/us/states/il/counties/jersey/index.md
+++ b/data/jurisdictions/us/states/il/counties/jersey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 340
   bachelors_plus: 4562
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/house/100"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 340 |
 | Bachelor's or higher | 4562 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 100% (state senate)
+- [IL House District 100](/us/states/il/districts/house/100.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/jo-daviess/index.md b/data/jurisdictions/us/states/il/counties/jo-daviess/index.md
index b59f6b6119..03dd8c1523 100644
--- a/data/jurisdictions/us/states/il/counties/jo-daviess/index.md
+++ b/data/jurisdictions/us/states/il/counties/jo-daviess/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 63
   hispanic: 912
   bachelors_plus: 6302
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/il/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/il/districts/house/89"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 912 |
 | Bachelor's or higher | 6302 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 100% (congressional)
+- [IL Senate District 45](/us/states/il/districts/senate/45.md) — 100% (state senate)
+- [IL House District 89](/us/states/il/districts/house/89.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/johnson/index.md b/data/jurisdictions/us/states/il/counties/johnson/index.md
index 62ca709ed7..59e141d4b5 100644
--- a/data/jurisdictions/us/states/il/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/il/counties/johnson/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 0
   hispanic: 597
   bachelors_plus: 2578
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/117"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 597 |
 | Bachelor's or higher | 2578 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL House District 117](/us/states/il/districts/house/117.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/kane/index.md b/data/jurisdictions/us/states/il/counties/kane/index.md
index ea930aba64..153a736e23 100644
--- a/data/jurisdictions/us/states/il/counties/kane/index.md
+++ b/data/jurisdictions/us/states/il/counties/kane/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 5972
   hispanic: 172723
   bachelors_plus: 179181
+districts:
+  - to: "us/states/il/districts/11"
+    rel: in-district
+    area_weight: 0.5837
+  - to: "us/states/il/districts/08"
+    rel: in-district
+    area_weight: 0.2607
+  - to: "us/states/il/districts/14"
+    rel: in-district
+    area_weight: 0.1556
+  - to: "us/states/il/districts/senate/35"
+    rel: in-district
+    area_weight: 0.4942
+  - to: "us/states/il/districts/senate/33"
+    rel: in-district
+    area_weight: 0.3079
+  - to: "us/states/il/districts/senate/42"
+    rel: in-district
+    area_weight: 0.0918
+  - to: "us/states/il/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0755
+  - to: "us/states/il/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0284
+  - to: "us/states/il/districts/house/70"
+    rel: in-district
+    area_weight: 0.4942
+  - to: "us/states/il/districts/house/65"
+    rel: in-district
+    area_weight: 0.2306
+  - to: "us/states/il/districts/house/83"
+    rel: in-district
+    area_weight: 0.0828
+  - to: "us/states/il/districts/house/66"
+    rel: in-district
+    area_weight: 0.0773
+  - to: "us/states/il/districts/house/50"
+    rel: in-district
+    area_weight: 0.0569
+  - to: "us/states/il/districts/house/43"
+    rel: in-district
+    area_weight: 0.0284
+  - to: "us/states/il/districts/house/49"
+    rel: in-district
+    area_weight: 0.0186
+  - to: "us/states/il/districts/house/84"
+    rel: in-district
+    area_weight: 0.0089
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 172723 |
 | Bachelor's or higher | 179181 |
 
+## Districts
+
+- [IL-11](/us/states/il/districts/11.md) — 58% (congressional)
+- [IL-08](/us/states/il/districts/08.md) — 26% (congressional)
+- [IL-14](/us/states/il/districts/14.md) — 16% (congressional)
+- [IL Senate District 35](/us/states/il/districts/senate/35.md) — 49% (state senate)
+- [IL Senate District 33](/us/states/il/districts/senate/33.md) — 31% (state senate)
+- [IL Senate District 42](/us/states/il/districts/senate/42.md) — 9% (state senate)
+- [IL Senate District 25](/us/states/il/districts/senate/25.md) — 8% (state senate)
+- [IL Senate District 22](/us/states/il/districts/senate/22.md) — 3% (state senate)
+- [IL House District 70](/us/states/il/districts/house/70.md) — 49% (state house)
+- [IL House District 65](/us/states/il/districts/house/65.md) — 23% (state house)
+- [IL House District 83](/us/states/il/districts/house/83.md) — 8% (state house)
+- [IL House District 66](/us/states/il/districts/house/66.md) — 8% (state house)
+- [IL House District 50](/us/states/il/districts/house/50.md) — 6% (state house)
+- [IL House District 43](/us/states/il/districts/house/43.md) — 3% (state house)
+- [IL House District 49](/us/states/il/districts/house/49.md) — 2% (state house)
+- [IL House District 84](/us/states/il/districts/house/84.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/kankakee/index.md b/data/jurisdictions/us/states/il/counties/kankakee/index.md
index 2d06735e35..911a3edeb8 100644
--- a/data/jurisdictions/us/states/il/counties/kankakee/index.md
+++ b/data/jurisdictions/us/states/il/counties/kankakee/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 487
   hispanic: 13523
   bachelors_plus: 21067
+districts:
+  - to: "us/states/il/districts/02"
+    rel: in-district
+    area_weight: 0.8582
+  - to: "us/states/il/districts/01"
+    rel: in-district
+    area_weight: 0.1416
+  - to: "us/states/il/districts/senate/40"
+    rel: in-district
+    area_weight: 0.5184
+  - to: "us/states/il/districts/senate/17"
+    rel: in-district
+    area_weight: 0.3314
+  - to: "us/states/il/districts/senate/15"
+    rel: in-district
+    area_weight: 0.15
+  - to: "us/states/il/districts/house/79"
+    rel: in-district
+    area_weight: 0.5184
+  - to: "us/states/il/districts/house/34"
+    rel: in-district
+    area_weight: 0.3314
+  - to: "us/states/il/districts/house/29"
+    rel: in-district
+    area_weight: 0.15
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 13523 |
 | Bachelor's or higher | 21067 |
 
+## Districts
+
+- [IL-02](/us/states/il/districts/02.md) — 86% (congressional)
+- [IL-01](/us/states/il/districts/01.md) — 14% (congressional)
+- [IL Senate District 40](/us/states/il/districts/senate/40.md) — 52% (state senate)
+- [IL Senate District 17](/us/states/il/districts/senate/17.md) — 33% (state senate)
+- [IL Senate District 15](/us/states/il/districts/senate/15.md) — 15% (state senate)
+- [IL House District 79](/us/states/il/districts/house/79.md) — 52% (state house)
+- [IL House District 34](/us/states/il/districts/house/34.md) — 33% (state house)
+- [IL House District 29](/us/states/il/districts/house/29.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/kendall/index.md b/data/jurisdictions/us/states/il/counties/kendall/index.md
index 73c9361aec..f62ed87ef8 100644
--- a/data/jurisdictions/us/states/il/counties/kendall/index.md
+++ b/data/jurisdictions/us/states/il/counties/kendall/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 929
   hispanic: 30872
   bachelors_plus: 43982
+districts:
+  - to: "us/states/il/districts/14"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/il/districts/senate/38"
+    rel: in-district
+    area_weight: 0.8609
+  - to: "us/states/il/districts/senate/42"
+    rel: in-district
+    area_weight: 0.0756
+  - to: "us/states/il/districts/senate/49"
+    rel: in-district
+    area_weight: 0.0635
+  - to: "us/states/il/districts/house/75"
+    rel: in-district
+    area_weight: 0.8609
+  - to: "us/states/il/districts/house/97"
+    rel: in-district
+    area_weight: 0.0635
+  - to: "us/states/il/districts/house/83"
+    rel: in-district
+    area_weight: 0.0507
+  - to: "us/states/il/districts/house/84"
+    rel: in-district
+    area_weight: 0.0249
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 30872 |
 | Bachelor's or higher | 43982 |
 
+## Districts
+
+- [IL-14](/us/states/il/districts/14.md) — 100% (congressional)
+- [IL Senate District 38](/us/states/il/districts/senate/38.md) — 86% (state senate)
+- [IL Senate District 42](/us/states/il/districts/senate/42.md) — 8% (state senate)
+- [IL Senate District 49](/us/states/il/districts/senate/49.md) — 6% (state senate)
+- [IL House District 75](/us/states/il/districts/house/75.md) — 86% (state house)
+- [IL House District 97](/us/states/il/districts/house/97.md) — 6% (state house)
+- [IL House District 83](/us/states/il/districts/house/83.md) — 5% (state house)
+- [IL House District 84](/us/states/il/districts/house/84.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/knox/index.md b/data/jurisdictions/us/states/il/counties/knox/index.md
index c79794ffb2..50100d01cf 100644
--- a/data/jurisdictions/us/states/il/counties/knox/index.md
+++ b/data/jurisdictions/us/states/il/counties/knox/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 29
   hispanic: 3161
   bachelors_plus: 9734
+districts:
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.7986
+  - to: "us/states/il/districts/senate/36"
+    rel: in-district
+    area_weight: 0.2014
+  - to: "us/states/il/districts/house/93"
+    rel: in-district
+    area_weight: 0.598
+  - to: "us/states/il/districts/house/71"
+    rel: in-district
+    area_weight: 0.2014
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.2006
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 3161 |
 | Bachelor's or higher | 9734 |
 
+## Districts
+
+- [IL-17](/us/states/il/districts/17.md) — 100% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 80% (state senate)
+- [IL Senate District 36](/us/states/il/districts/senate/36.md) — 20% (state senate)
+- [IL House District 93](/us/states/il/districts/house/93.md) — 60% (state house)
+- [IL House District 71](/us/states/il/districts/house/71.md) — 20% (state house)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/lake/index.md b/data/jurisdictions/us/states/il/counties/lake/index.md
index f6726bd750..9d0f460fc0 100644
--- a/data/jurisdictions/us/states/il/counties/lake/index.md
+++ b/data/jurisdictions/us/states/il/counties/lake/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 6816
   hispanic: 177631
   bachelors_plus: 322523
+districts:
+  - to: "us/states/il/districts/10"
+    rel: in-district
+    area_weight: 0.2674
+  - to: "us/states/il/districts/09"
+    rel: in-district
+    area_weight: 0.0304
+  - to: "us/states/il/districts/05"
+    rel: in-district
+    area_weight: 0.0288
+  - to: "us/states/il/districts/11"
+    rel: in-district
+    area_weight: 0.0166
+  - to: "us/states/il/districts/senate/31"
+    rel: in-district
+    area_weight: 0.1071
+  - to: "us/states/il/districts/senate/26"
+    rel: in-district
+    area_weight: 0.089
+  - to: "us/states/il/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0523
+  - to: "us/states/il/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0519
+  - to: "us/states/il/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0434
+  - to: "us/states/il/districts/house/61"
+    rel: in-district
+    area_weight: 0.0682
+  - to: "us/states/il/districts/house/52"
+    rel: in-district
+    area_weight: 0.059
+  - to: "us/states/il/districts/house/64"
+    rel: in-district
+    area_weight: 0.0523
+  - to: "us/states/il/districts/house/58"
+    rel: in-district
+    area_weight: 0.0401
+  - to: "us/states/il/districts/house/62"
+    rel: in-district
+    area_weight: 0.0389
+  - to: "us/states/il/districts/house/51"
+    rel: in-district
+    area_weight: 0.03
+  - to: "us/states/il/districts/house/59"
+    rel: in-district
+    area_weight: 0.0273
+  - to: "us/states/il/districts/house/60"
+    rel: in-district
+    area_weight: 0.0247
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 177631 |
 | Bachelor's or higher | 322523 |
 
+## Districts
+
+- [IL-10](/us/states/il/districts/10.md) — 27% (congressional)
+- [IL-09](/us/states/il/districts/09.md) — 3% (congressional)
+- [IL-05](/us/states/il/districts/05.md) — 3% (congressional)
+- [IL-11](/us/states/il/districts/11.md) — 2% (congressional)
+- [IL Senate District 31](/us/states/il/districts/senate/31.md) — 11% (state senate)
+- [IL Senate District 26](/us/states/il/districts/senate/26.md) — 9% (state senate)
+- [IL Senate District 32](/us/states/il/districts/senate/32.md) — 5% (state senate)
+- [IL Senate District 30](/us/states/il/districts/senate/30.md) — 5% (state senate)
+- [IL Senate District 29](/us/states/il/districts/senate/29.md) — 4% (state senate)
+- [IL House District 61](/us/states/il/districts/house/61.md) — 7% (state house)
+- [IL House District 52](/us/states/il/districts/house/52.md) — 6% (state house)
+- [IL House District 64](/us/states/il/districts/house/64.md) — 5% (state house)
+- [IL House District 58](/us/states/il/districts/house/58.md) — 4% (state house)
+- [IL House District 62](/us/states/il/districts/house/62.md) — 4% (state house)
+- [IL House District 51](/us/states/il/districts/house/51.md) — 3% (state house)
+- [IL House District 59](/us/states/il/districts/house/59.md) — 3% (state house)
+- [IL House District 60](/us/states/il/districts/house/60.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/lasalle/index.md b/data/jurisdictions/us/states/il/counties/lasalle/index.md
index e17922163c..e06b1a875e 100644
--- a/data/jurisdictions/us/states/il/counties/lasalle/index.md
+++ b/data/jurisdictions/us/states/il/counties/lasalle/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 210
   hispanic: 12161
   bachelors_plus: 20803
+districts:
+  - to: "us/states/il/districts/14"
+    rel: in-district
+    area_weight: 0.6144
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.3856
+  - to: "us/states/il/districts/senate/38"
+    rel: in-district
+    area_weight: 0.4043
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.3132
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.2825
+  - to: "us/states/il/districts/house/76"
+    rel: in-district
+    area_weight: 0.2982
+  - to: "us/states/il/districts/house/74"
+    rel: in-district
+    area_weight: 0.2825
+  - to: "us/states/il/districts/house/106"
+    rel: in-district
+    area_weight: 0.201
+  - to: "us/states/il/districts/house/105"
+    rel: in-district
+    area_weight: 0.1123
+  - to: "us/states/il/districts/house/75"
+    rel: in-district
+    area_weight: 0.1061
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12161 |
 | Bachelor's or higher | 20803 |
 
+## Districts
+
+- [IL-14](/us/states/il/districts/14.md) — 61% (congressional)
+- [IL-16](/us/states/il/districts/16.md) — 39% (congressional)
+- [IL Senate District 38](/us/states/il/districts/senate/38.md) — 40% (state senate)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 31% (state senate)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 28% (state senate)
+- [IL House District 76](/us/states/il/districts/house/76.md) — 30% (state house)
+- [IL House District 74](/us/states/il/districts/house/74.md) — 28% (state house)
+- [IL House District 106](/us/states/il/districts/house/106.md) — 20% (state house)
+- [IL House District 105](/us/states/il/districts/house/105.md) — 11% (state house)
+- [IL House District 75](/us/states/il/districts/house/75.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/lawrence/index.md b/data/jurisdictions/us/states/il/counties/lawrence/index.md
index 7d9a5e662c..0447824a31 100644
--- a/data/jurisdictions/us/states/il/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/il/counties/lawrence/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 7
   hispanic: 323
   bachelors_plus: 2237
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.995
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.005
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 323 |
 | Bachelor's or higher | 2237 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IN-08](/us/states/in/districts/08.md) — 0% (congressional)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 100% (state senate)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/lee/index.md b/data/jurisdictions/us/states/il/counties/lee/index.md
index 11710e6e12..30550edd42 100644
--- a/data/jurisdictions/us/states/il/counties/lee/index.md
+++ b/data/jurisdictions/us/states/il/counties/lee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 37
   hispanic: 2564
   bachelors_plus: 6562
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/74"
+    rel: in-district
+    area_weight: 0.8033
+  - to: "us/states/il/districts/house/73"
+    rel: in-district
+    area_weight: 0.1967
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2564 |
 | Bachelor's or higher | 6562 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 100% (congressional)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 100% (state senate)
+- [IL House District 74](/us/states/il/districts/house/74.md) — 80% (state house)
+- [IL House District 73](/us/states/il/districts/house/73.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/livingston/index.md b/data/jurisdictions/us/states/il/counties/livingston/index.md
index 9c24f69ace..a987342c1b 100644
--- a/data/jurisdictions/us/states/il/counties/livingston/index.md
+++ b/data/jurisdictions/us/states/il/counties/livingston/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 37
   hispanic: 2070
   bachelors_plus: 6281
+districts:
+  - to: "us/states/il/districts/02"
+    rel: in-district
+    area_weight: 0.5961
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.4039
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.9782
+  - to: "us/states/il/districts/senate/44"
+    rel: in-district
+    area_weight: 0.0218
+  - to: "us/states/il/districts/house/106"
+    rel: in-district
+    area_weight: 0.6635
+  - to: "us/states/il/districts/house/105"
+    rel: in-district
+    area_weight: 0.3147
+  - to: "us/states/il/districts/house/88"
+    rel: in-district
+    area_weight: 0.0218
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 2070 |
 | Bachelor's or higher | 6281 |
 
+## Districts
+
+- [IL-02](/us/states/il/districts/02.md) — 60% (congressional)
+- [IL-16](/us/states/il/districts/16.md) — 40% (congressional)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 98% (state senate)
+- [IL Senate District 44](/us/states/il/districts/senate/44.md) — 2% (state senate)
+- [IL House District 106](/us/states/il/districts/house/106.md) — 66% (state house)
+- [IL House District 105](/us/states/il/districts/house/105.md) — 31% (state house)
+- [IL House District 88](/us/states/il/districts/house/88.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/logan/index.md b/data/jurisdictions/us/states/il/counties/logan/index.md
index 1921b4033c..3c6b5b668c 100644
--- a/data/jurisdictions/us/states/il/counties/logan/index.md
+++ b/data/jurisdictions/us/states/il/counties/logan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 18
   hispanic: 966
   bachelors_plus: 5535
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/il/districts/senate/44"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/87"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 966 |
 | Bachelor's or higher | 5535 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 44](/us/states/il/districts/senate/44.md) — 100% (state senate)
+- [IL House District 87](/us/states/il/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/macon/index.md b/data/jurisdictions/us/states/il/counties/macon/index.md
index 9665b44d66..3aefa2bdd6 100644
--- a/data/jurisdictions/us/states/il/counties/macon/index.md
+++ b/data/jurisdictions/us/states/il/counties/macon/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 99
   hispanic: 2915
   bachelors_plus: 22964
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.6616
+  - to: "us/states/il/districts/13"
+    rel: in-district
+    area_weight: 0.3384
+  - to: "us/states/il/districts/senate/44"
+    rel: in-district
+    area_weight: 0.5822
+  - to: "us/states/il/districts/senate/54"
+    rel: in-district
+    area_weight: 0.2644
+  - to: "us/states/il/districts/senate/48"
+    rel: in-district
+    area_weight: 0.1534
+  - to: "us/states/il/districts/house/88"
+    rel: in-district
+    area_weight: 0.3314
+  - to: "us/states/il/districts/house/107"
+    rel: in-district
+    area_weight: 0.2644
+  - to: "us/states/il/districts/house/87"
+    rel: in-district
+    area_weight: 0.2509
+  - to: "us/states/il/districts/house/96"
+    rel: in-district
+    area_weight: 0.116
+  - to: "us/states/il/districts/house/95"
+    rel: in-district
+    area_weight: 0.0373
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2915 |
 | Bachelor's or higher | 22964 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 66% (congressional)
+- [IL-13](/us/states/il/districts/13.md) — 34% (congressional)
+- [IL Senate District 44](/us/states/il/districts/senate/44.md) — 58% (state senate)
+- [IL Senate District 54](/us/states/il/districts/senate/54.md) — 26% (state senate)
+- [IL Senate District 48](/us/states/il/districts/senate/48.md) — 15% (state senate)
+- [IL House District 88](/us/states/il/districts/house/88.md) — 33% (state house)
+- [IL House District 107](/us/states/il/districts/house/107.md) — 26% (state house)
+- [IL House District 87](/us/states/il/districts/house/87.md) — 25% (state house)
+- [IL House District 96](/us/states/il/districts/house/96.md) — 12% (state house)
+- [IL House District 95](/us/states/il/districts/house/95.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/macoupin/index.md b/data/jurisdictions/us/states/il/counties/macoupin/index.md
index 36e0befa20..e58c720c7a 100644
--- a/data/jurisdictions/us/states/il/counties/macoupin/index.md
+++ b/data/jurisdictions/us/states/il/counties/macoupin/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 50
   hispanic: 608
   bachelors_plus: 8493
+districts:
+  - to: "us/states/il/districts/13"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 0.5005
+  - to: "us/states/il/districts/senate/54"
+    rel: in-district
+    area_weight: 0.4995
+  - to: "us/states/il/districts/house/100"
+    rel: in-district
+    area_weight: 0.5005
+  - to: "us/states/il/districts/house/108"
+    rel: in-district
+    area_weight: 0.4995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 608 |
 | Bachelor's or higher | 8493 |
 
+## Districts
+
+- [IL-13](/us/states/il/districts/13.md) — 100% (congressional)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 50% (state senate)
+- [IL Senate District 54](/us/states/il/districts/senate/54.md) — 50% (state senate)
+- [IL House District 100](/us/states/il/districts/house/100.md) — 50% (state house)
+- [IL House District 108](/us/states/il/districts/house/108.md) — 50% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/madison/index.md b/data/jurisdictions/us/states/il/counties/madison/index.md
index d7916fb870..c25e903a8e 100644
--- a/data/jurisdictions/us/states/il/counties/madison/index.md
+++ b/data/jurisdictions/us/states/il/counties/madison/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 500
   hispanic: 11399
   bachelors_plus: 78034
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.6262
+  - to: "us/states/il/districts/13"
+    rel: in-district
+    area_weight: 0.3737
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 0.5584
+  - to: "us/states/il/districts/senate/56"
+    rel: in-district
+    area_weight: 0.2819
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 0.1536
+  - to: "us/states/il/districts/senate/57"
+    rel: in-district
+    area_weight: 0.0061
+  - to: "us/states/il/districts/house/109"
+    rel: in-district
+    area_weight: 0.5584
+  - to: "us/states/il/districts/house/111"
+    rel: in-district
+    area_weight: 0.1817
+  - to: "us/states/il/districts/house/100"
+    rel: in-district
+    area_weight: 0.1536
+  - to: "us/states/il/districts/house/112"
+    rel: in-district
+    area_weight: 0.1002
+  - to: "us/states/il/districts/house/113"
+    rel: in-district
+    area_weight: 0.0061
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 11399 |
 | Bachelor's or higher | 78034 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 63% (congressional)
+- [IL-13](/us/states/il/districts/13.md) — 37% (congressional)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 56% (state senate)
+- [IL Senate District 56](/us/states/il/districts/senate/56.md) — 28% (state senate)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 15% (state senate)
+- [IL Senate District 57](/us/states/il/districts/senate/57.md) — 1% (state senate)
+- [IL House District 109](/us/states/il/districts/house/109.md) — 56% (state house)
+- [IL House District 111](/us/states/il/districts/house/111.md) — 18% (state house)
+- [IL House District 100](/us/states/il/districts/house/100.md) — 15% (state house)
+- [IL House District 112](/us/states/il/districts/house/112.md) — 10% (state house)
+- [IL House District 113](/us/states/il/districts/house/113.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/marion/index.md b/data/jurisdictions/us/states/il/counties/marion/index.md
index 1680149f13..6274c89f57 100644
--- a/data/jurisdictions/us/states/il/counties/marion/index.md
+++ b/data/jurisdictions/us/states/il/counties/marion/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 38
   hispanic: 812
   bachelors_plus: 5673
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 0.9682
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.0318
+  - to: "us/states/il/districts/house/110"
+    rel: in-district
+    area_weight: 0.9682
+  - to: "us/states/il/districts/house/116"
+    rel: in-district
+    area_weight: 0.0318
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 812 |
 | Bachelor's or higher | 5673 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 97% (state senate)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 3% (state senate)
+- [IL House District 110](/us/states/il/districts/house/110.md) — 97% (state house)
+- [IL House District 116](/us/states/il/districts/house/116.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/marshall/index.md b/data/jurisdictions/us/states/il/counties/marshall/index.md
index a3758382b0..624056e4b5 100644
--- a/data/jurisdictions/us/states/il/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/il/counties/marshall/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 13
   hispanic: 409
   bachelors_plus: 1994
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.8193
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.1807
+  - to: "us/states/il/districts/house/105"
+    rel: in-district
+    area_weight: 0.8193
+  - to: "us/states/il/districts/house/73"
+    rel: in-district
+    area_weight: 0.1807
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 409 |
 | Bachelor's or higher | 1994 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 100% (congressional)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 82% (state senate)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 18% (state senate)
+- [IL House District 105](/us/states/il/districts/house/105.md) — 82% (state house)
+- [IL House District 73](/us/states/il/districts/house/73.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/mason/index.md b/data/jurisdictions/us/states/il/counties/mason/index.md
index 989e2c9a60..0a1b628194 100644
--- a/data/jurisdictions/us/states/il/counties/mason/index.md
+++ b/data/jurisdictions/us/states/il/counties/mason/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 54
   hispanic: 205
   bachelors_plus: 2075
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.9989
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 205 |
 | Bachelor's or higher | 2075 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 100% (state senate)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/massac/index.md b/data/jurisdictions/us/states/il/counties/massac/index.md
index 0337d6a7a3..d722bfba87 100644
--- a/data/jurisdictions/us/states/il/counties/massac/index.md
+++ b/data/jurisdictions/us/states/il/counties/massac/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 17
   hispanic: 397
   bachelors_plus: 2159
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/il/districts/house/117"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 397 |
 | Bachelor's or higher | 2159 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL House District 117](/us/states/il/districts/house/117.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/mcdonough/index.md b/data/jurisdictions/us/states/il/counties/mcdonough/index.md
index 12283042bd..0fa66bd65d 100644
--- a/data/jurisdictions/us/states/il/counties/mcdonough/index.md
+++ b/data/jurisdictions/us/states/il/counties/mcdonough/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 17
   hispanic: 944
   bachelors_plus: 7690
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.8669
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.1331
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.6893
+  - to: "us/states/il/districts/senate/36"
+    rel: in-district
+    area_weight: 0.3107
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.6893
+  - to: "us/states/il/districts/house/71"
+    rel: in-district
+    area_weight: 0.3107
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 944 |
 | Bachelor's or higher | 7690 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 87% (congressional)
+- [IL-17](/us/states/il/districts/17.md) — 13% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 69% (state senate)
+- [IL Senate District 36](/us/states/il/districts/senate/36.md) — 31% (state senate)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 69% (state house)
+- [IL House District 71](/us/states/il/districts/house/71.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/mchenry/index.md b/data/jurisdictions/us/states/il/counties/mchenry/index.md
index 205f5b1b4b..b6a6b0fb88 100644
--- a/data/jurisdictions/us/states/il/counties/mchenry/index.md
+++ b/data/jurisdictions/us/states/il/counties/mchenry/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 1185
   hispanic: 50243
   bachelors_plus: 102254
+districts:
+  - to: "us/states/il/districts/11"
+    rel: in-district
+    area_weight: 0.4848
+  - to: "us/states/il/districts/10"
+    rel: in-district
+    area_weight: 0.2194
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.2172
+  - to: "us/states/il/districts/09"
+    rel: in-district
+    area_weight: 0.0785
+  - to: "us/states/il/districts/senate/35"
+    rel: in-district
+    area_weight: 0.6214
+  - to: "us/states/il/districts/senate/32"
+    rel: in-district
+    area_weight: 0.3251
+  - to: "us/states/il/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0271
+  - to: "us/states/il/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0262
+  - to: "us/states/il/districts/house/69"
+    rel: in-district
+    area_weight: 0.6117
+  - to: "us/states/il/districts/house/63"
+    rel: in-district
+    area_weight: 0.2075
+  - to: "us/states/il/districts/house/64"
+    rel: in-district
+    area_weight: 0.1176
+  - to: "us/states/il/districts/house/52"
+    rel: in-district
+    area_weight: 0.0271
+  - to: "us/states/il/districts/house/66"
+    rel: in-district
+    area_weight: 0.0262
+  - to: "us/states/il/districts/house/70"
+    rel: in-district
+    area_weight: 0.0097
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction.
 | Hispanic/Latino | 50243 |
 | Bachelor's or higher | 102254 |
 
+## Districts
+
+- [IL-11](/us/states/il/districts/11.md) — 48% (congressional)
+- [IL-10](/us/states/il/districts/10.md) — 22% (congressional)
+- [IL-16](/us/states/il/districts/16.md) — 22% (congressional)
+- [IL-09](/us/states/il/districts/09.md) — 8% (congressional)
+- [IL Senate District 35](/us/states/il/districts/senate/35.md) — 62% (state senate)
+- [IL Senate District 32](/us/states/il/districts/senate/32.md) — 33% (state senate)
+- [IL Senate District 26](/us/states/il/districts/senate/26.md) — 3% (state senate)
+- [IL Senate District 33](/us/states/il/districts/senate/33.md) — 3% (state senate)
+- [IL House District 69](/us/states/il/districts/house/69.md) — 61% (state house)
+- [IL House District 63](/us/states/il/districts/house/63.md) — 21% (state house)
+- [IL House District 64](/us/states/il/districts/house/64.md) — 12% (state house)
+- [IL House District 52](/us/states/il/districts/house/52.md) — 3% (state house)
+- [IL House District 66](/us/states/il/districts/house/66.md) — 3% (state house)
+- [IL House District 70](/us/states/il/districts/house/70.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/mclean/index.md b/data/jurisdictions/us/states/il/counties/mclean/index.md
index 84d91e76e2..76be8bb4e1 100644
--- a/data/jurisdictions/us/states/il/counties/mclean/index.md
+++ b/data/jurisdictions/us/states/il/counties/mclean/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 541
   hispanic: 11062
   bachelors_plus: 67416
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.853
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.1462
+  - to: "us/states/il/districts/senate/44"
+    rel: in-district
+    area_weight: 0.7796
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.1594
+  - to: "us/states/il/districts/senate/46"
+    rel: in-district
+    area_weight: 0.061
+  - to: "us/states/il/districts/house/88"
+    rel: in-district
+    area_weight: 0.5724
+  - to: "us/states/il/districts/house/87"
+    rel: in-district
+    area_weight: 0.2072
+  - to: "us/states/il/districts/house/105"
+    rel: in-district
+    area_weight: 0.1177
+  - to: "us/states/il/districts/house/91"
+    rel: in-district
+    area_weight: 0.061
+  - to: "us/states/il/districts/house/106"
+    rel: in-district
+    area_weight: 0.0417
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11062 |
 | Bachelor's or higher | 67416 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 85% (congressional)
+- [IL-17](/us/states/il/districts/17.md) — 15% (congressional)
+- [IL Senate District 44](/us/states/il/districts/senate/44.md) — 78% (state senate)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 16% (state senate)
+- [IL Senate District 46](/us/states/il/districts/senate/46.md) — 6% (state senate)
+- [IL House District 88](/us/states/il/districts/house/88.md) — 57% (state house)
+- [IL House District 87](/us/states/il/districts/house/87.md) — 21% (state house)
+- [IL House District 105](/us/states/il/districts/house/105.md) — 12% (state house)
+- [IL House District 91](/us/states/il/districts/house/91.md) — 6% (state house)
+- [IL House District 106](/us/states/il/districts/house/106.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/menard/index.md b/data/jurisdictions/us/states/il/counties/menard/index.md
index 58af1f03aa..3c66216511 100644
--- a/data/jurisdictions/us/states/il/counties/menard/index.md
+++ b/data/jurisdictions/us/states/il/counties/menard/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 204
   bachelors_plus: 3377
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/54"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/il/districts/house/108"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 204 |
 | Bachelor's or higher | 3377 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 54](/us/states/il/districts/senate/54.md) — 100% (state senate)
+- [IL House District 108](/us/states/il/districts/house/108.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/mercer/index.md b/data/jurisdictions/us/states/il/counties/mercer/index.md
index 7b0406e374..d79705859b 100644
--- a/data/jurisdictions/us/states/il/counties/mercer/index.md
+++ b/data/jurisdictions/us/states/il/counties/mercer/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 14
   hispanic: 534
   bachelors_plus: 3110
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.6178
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.3821
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.7473
+  - to: "us/states/il/districts/senate/36"
+    rel: in-district
+    area_weight: 0.2526
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.7473
+  - to: "us/states/il/districts/house/71"
+    rel: in-district
+    area_weight: 0.2526
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 534 |
 | Bachelor's or higher | 3110 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 62% (congressional)
+- [IL-17](/us/states/il/districts/17.md) — 38% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 75% (state senate)
+- [IL Senate District 36](/us/states/il/districts/senate/36.md) — 25% (state senate)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 75% (state house)
+- [IL House District 71](/us/states/il/districts/house/71.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/monroe/index.md b/data/jurisdictions/us/states/il/counties/monroe/index.md
index 20ea6c8d4d..f6be75efdd 100644
--- a/data/jurisdictions/us/states/il/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/il/counties/monroe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 34
   hispanic: 683
   bachelors_plus: 13121
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/il/districts/house/115"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 683 |
 | Bachelor's or higher | 13121 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 100% (state senate)
+- [IL House District 115](/us/states/il/districts/house/115.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/montgomery/index.md b/data/jurisdictions/us/states/il/counties/montgomery/index.md
index 5aee10b09e..01295f4c91 100644
--- a/data/jurisdictions/us/states/il/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/il/counties/montgomery/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 31
   hispanic: 609
   bachelors_plus: 5000
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/senate/54"
+    rel: in-district
+    area_weight: 0.8942
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 0.1058
+  - to: "us/states/il/districts/house/108"
+    rel: in-district
+    area_weight: 0.7356
+  - to: "us/states/il/districts/house/107"
+    rel: in-district
+    area_weight: 0.1586
+  - to: "us/states/il/districts/house/110"
+    rel: in-district
+    area_weight: 0.1058
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 609 |
 | Bachelor's or higher | 5000 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 54](/us/states/il/districts/senate/54.md) — 89% (state senate)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 11% (state senate)
+- [IL House District 108](/us/states/il/districts/house/108.md) — 74% (state house)
+- [IL House District 107](/us/states/il/districts/house/107.md) — 16% (state house)
+- [IL House District 110](/us/states/il/districts/house/110.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/morgan/index.md b/data/jurisdictions/us/states/il/counties/morgan/index.md
index 936fe5716c..fe802438ce 100644
--- a/data/jurisdictions/us/states/il/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/il/counties/morgan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 45
   hispanic: 967
   bachelors_plus: 6794
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/99"
+    rel: in-district
+    area_weight: 0.5898
+  - to: "us/states/il/districts/house/100"
+    rel: in-district
+    area_weight: 0.4102
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 967 |
 | Bachelor's or higher | 6794 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 100% (state senate)
+- [IL House District 99](/us/states/il/districts/house/99.md) — 59% (state house)
+- [IL House District 100](/us/states/il/districts/house/100.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/moultrie/index.md b/data/jurisdictions/us/states/il/counties/moultrie/index.md
index 3a6cf64c5a..b5e79429a8 100644
--- a/data/jurisdictions/us/states/il/counties/moultrie/index.md
+++ b/data/jurisdictions/us/states/il/counties/moultrie/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 0
   hispanic: 241
   bachelors_plus: 2493
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/54"
+    rel: in-district
+    area_weight: 0.9689
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.0311
+  - to: "us/states/il/districts/house/107"
+    rel: in-district
+    area_weight: 0.9689
+  - to: "us/states/il/districts/house/101"
+    rel: in-district
+    area_weight: 0.0311
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 241 |
 | Bachelor's or higher | 2493 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 54](/us/states/il/districts/senate/54.md) — 97% (state senate)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 3% (state senate)
+- [IL House District 107](/us/states/il/districts/house/107.md) — 97% (state house)
+- [IL House District 101](/us/states/il/districts/house/101.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/ogle/index.md b/data/jurisdictions/us/states/il/counties/ogle/index.md
index 17991cfbb3..803a97b319 100644
--- a/data/jurisdictions/us/states/il/counties/ogle/index.md
+++ b/data/jurisdictions/us/states/il/counties/ogle/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 264
   hispanic: 6144
   bachelors_plus: 11678
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/45"
+    rel: in-district
+    area_weight: 0.7433
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.2566
+  - to: "us/states/il/districts/house/89"
+    rel: in-district
+    area_weight: 0.7433
+  - to: "us/states/il/districts/house/74"
+    rel: in-district
+    area_weight: 0.2566
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 6144 |
 | Bachelor's or higher | 11678 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 100% (congressional)
+- [IL Senate District 45](/us/states/il/districts/senate/45.md) — 74% (state senate)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 26% (state senate)
+- [IL House District 89](/us/states/il/districts/house/89.md) — 74% (state house)
+- [IL House District 74](/us/states/il/districts/house/74.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/peoria/index.md b/data/jurisdictions/us/states/il/counties/peoria/index.md
index 2bcead98f8..baa8267154 100644
--- a/data/jurisdictions/us/states/il/counties/peoria/index.md
+++ b/data/jurisdictions/us/states/il/counties/peoria/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 509
   hispanic: 10799
   bachelors_plus: 58283
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.596
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.404
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.6605
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.2274
+  - to: "us/states/il/districts/senate/46"
+    rel: in-district
+    area_weight: 0.0922
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.0199
+  - to: "us/states/il/districts/house/93"
+    rel: in-district
+    area_weight: 0.6464
+  - to: "us/states/il/districts/house/73"
+    rel: in-district
+    area_weight: 0.2274
+  - to: "us/states/il/districts/house/92"
+    rel: in-district
+    area_weight: 0.0759
+  - to: "us/states/il/districts/house/105"
+    rel: in-district
+    area_weight: 0.0199
+  - to: "us/states/il/districts/house/91"
+    rel: in-district
+    area_weight: 0.0163
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.0141
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10799 |
 | Bachelor's or higher | 58283 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 60% (congressional)
+- [IL-17](/us/states/il/districts/17.md) — 40% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 66% (state senate)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 23% (state senate)
+- [IL Senate District 46](/us/states/il/districts/senate/46.md) — 9% (state senate)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 2% (state senate)
+- [IL House District 93](/us/states/il/districts/house/93.md) — 65% (state house)
+- [IL House District 73](/us/states/il/districts/house/73.md) — 23% (state house)
+- [IL House District 92](/us/states/il/districts/house/92.md) — 8% (state house)
+- [IL House District 105](/us/states/il/districts/house/105.md) — 2% (state house)
+- [IL House District 91](/us/states/il/districts/house/91.md) — 2% (state house)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/perry/index.md b/data/jurisdictions/us/states/il/counties/perry/index.md
index 304a07f020..450c2f568e 100644
--- a/data/jurisdictions/us/states/il/counties/perry/index.md
+++ b/data/jurisdictions/us/states/il/counties/perry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 760
   bachelors_plus: 2706
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/115"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 760 |
 | Bachelor's or higher | 2706 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 100% (state senate)
+- [IL House District 115](/us/states/il/districts/house/115.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/piatt/index.md b/data/jurisdictions/us/states/il/counties/piatt/index.md
index 8495c6b2a3..640e641d85 100644
--- a/data/jurisdictions/us/states/il/counties/piatt/index.md
+++ b/data/jurisdictions/us/states/il/counties/piatt/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 14
   hispanic: 271
   bachelors_plus: 5352
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.5551
+  - to: "us/states/il/districts/13"
+    rel: in-district
+    area_weight: 0.4448
+  - to: "us/states/il/districts/senate/44"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/88"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 271 |
 | Bachelor's or higher | 5352 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 56% (congressional)
+- [IL-13](/us/states/il/districts/13.md) — 44% (congressional)
+- [IL Senate District 44](/us/states/il/districts/senate/44.md) — 100% (state senate)
+- [IL House District 88](/us/states/il/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/pike/index.md b/data/jurisdictions/us/states/il/counties/pike/index.md
index cccf25d144..8899e2b91f 100644
--- a/data/jurisdictions/us/states/il/counties/pike/index.md
+++ b/data/jurisdictions/us/states/il/counties/pike/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 298
   bachelors_plus: 2382
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/house/100"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 298 |
 | Bachelor's or higher | 2382 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 100% (state senate)
+- [IL House District 100](/us/states/il/districts/house/100.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/pope/index.md b/data/jurisdictions/us/states/il/counties/pope/index.md
index ed7de20ba7..23ed0594ac 100644
--- a/data/jurisdictions/us/states/il/counties/pope/index.md
+++ b/data/jurisdictions/us/states/il/counties/pope/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 78
   hispanic: 111
   bachelors_plus: 591
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/il/districts/house/117"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 111 |
 | Bachelor's or higher | 591 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL House District 117](/us/states/il/districts/house/117.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/pulaski/index.md b/data/jurisdictions/us/states/il/counties/pulaski/index.md
index 3bb79e44e0..5932def82a 100644
--- a/data/jurisdictions/us/states/il/counties/pulaski/index.md
+++ b/data/jurisdictions/us/states/il/counties/pulaski/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 0
   hispanic: 52
   bachelors_plus: 610
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/il/districts/house/118"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 52 |
 | Bachelor's or higher | 610 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL House District 118](/us/states/il/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/putnam/index.md b/data/jurisdictions/us/states/il/counties/putnam/index.md
index b4b27b4c9e..bf6cb0d905 100644
--- a/data/jurisdictions/us/states/il/counties/putnam/index.md
+++ b/data/jurisdictions/us/states/il/counties/putnam/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2
   hispanic: 368
   bachelors_plus: 1280
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.5745
+  - to: "us/states/il/districts/14"
+    rel: in-district
+    area_weight: 0.4255
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/house/105"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 368 |
 | Bachelor's or higher | 1280 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 57% (congressional)
+- [IL-14](/us/states/il/districts/14.md) — 43% (congressional)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 100% (state senate)
+- [IL House District 105](/us/states/il/districts/house/105.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/randolph/index.md b/data/jurisdictions/us/states/il/counties/randolph/index.md
index 402cd955cd..5c561f0e38 100644
--- a/data/jurisdictions/us/states/il/counties/randolph/index.md
+++ b/data/jurisdictions/us/states/il/counties/randolph/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 191
   hispanic: 1147
   bachelors_plus: 4443
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/il/districts/house/115"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1147 |
 | Bachelor's or higher | 4443 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 100% (state senate)
+- [IL House District 115](/us/states/il/districts/house/115.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/richland/index.md b/data/jurisdictions/us/states/il/counties/richland/index.md
index ba5f11188d..218891ab78 100644
--- a/data/jurisdictions/us/states/il/counties/richland/index.md
+++ b/data/jurisdictions/us/states/il/counties/richland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 309
   bachelors_plus: 2711
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/house/110"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 309 |
 | Bachelor's or higher | 2711 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 100% (state senate)
+- [IL House District 110](/us/states/il/districts/house/110.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/rock-island/index.md b/data/jurisdictions/us/states/il/counties/rock-island/index.md
index f9369b4ff5..3fea9b272e 100644
--- a/data/jurisdictions/us/states/il/counties/rock-island/index.md
+++ b/data/jurisdictions/us/states/il/counties/rock-island/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 555
   hispanic: 20305
   bachelors_plus: 33089
+districts:
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.4107
+  - to: "us/states/il/districts/senate/36"
+    rel: in-district
+    area_weight: 0.3354
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.2535
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.4107
+  - to: "us/states/il/districts/house/73"
+    rel: in-district
+    area_weight: 0.2535
+  - to: "us/states/il/districts/house/72"
+    rel: in-district
+    area_weight: 0.1775
+  - to: "us/states/il/districts/house/71"
+    rel: in-district
+    area_weight: 0.1579
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 20305 |
 | Bachelor's or higher | 33089 |
 
+## Districts
+
+- [IL-17](/us/states/il/districts/17.md) — 100% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 41% (state senate)
+- [IL Senate District 36](/us/states/il/districts/senate/36.md) — 34% (state senate)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 25% (state senate)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 41% (state house)
+- [IL House District 73](/us/states/il/districts/house/73.md) — 25% (state house)
+- [IL House District 72](/us/states/il/districts/house/72.md) — 18% (state house)
+- [IL House District 71](/us/states/il/districts/house/71.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/saline/index.md b/data/jurisdictions/us/states/il/counties/saline/index.md
index 663f7f740c..a55262f318 100644
--- a/data/jurisdictions/us/states/il/counties/saline/index.md
+++ b/data/jurisdictions/us/states/il/counties/saline/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 24
   hispanic: 502
   bachelors_plus: 4289
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/117"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 502 |
 | Bachelor's or higher | 4289 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL House District 117](/us/states/il/districts/house/117.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/sangamon/index.md b/data/jurisdictions/us/states/il/counties/sangamon/index.md
index 1e7f04c762..6106402432 100644
--- a/data/jurisdictions/us/states/il/counties/sangamon/index.md
+++ b/data/jurisdictions/us/states/il/counties/sangamon/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 135
   hispanic: 5721
   bachelors_plus: 70266
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.5122
+  - to: "us/states/il/districts/13"
+    rel: in-district
+    area_weight: 0.4878
+  - to: "us/states/il/districts/senate/54"
+    rel: in-district
+    area_weight: 0.6197
+  - to: "us/states/il/districts/senate/48"
+    rel: in-district
+    area_weight: 0.2469
+  - to: "us/states/il/districts/senate/44"
+    rel: in-district
+    area_weight: 0.1333
+  - to: "us/states/il/districts/house/108"
+    rel: in-district
+    area_weight: 0.6197
+  - to: "us/states/il/districts/house/95"
+    rel: in-district
+    area_weight: 0.1662
+  - to: "us/states/il/districts/house/87"
+    rel: in-district
+    area_weight: 0.1333
+  - to: "us/states/il/districts/house/96"
+    rel: in-district
+    area_weight: 0.0808
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5721 |
 | Bachelor's or higher | 70266 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 51% (congressional)
+- [IL-13](/us/states/il/districts/13.md) — 49% (congressional)
+- [IL Senate District 54](/us/states/il/districts/senate/54.md) — 62% (state senate)
+- [IL Senate District 48](/us/states/il/districts/senate/48.md) — 25% (state senate)
+- [IL Senate District 44](/us/states/il/districts/senate/44.md) — 13% (state senate)
+- [IL House District 108](/us/states/il/districts/house/108.md) — 62% (state house)
+- [IL House District 95](/us/states/il/districts/house/95.md) — 17% (state house)
+- [IL House District 87](/us/states/il/districts/house/87.md) — 13% (state house)
+- [IL House District 96](/us/states/il/districts/house/96.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/schuyler/index.md b/data/jurisdictions/us/states/il/counties/schuyler/index.md
index 31c6b65356..bbec5f0b63 100644
--- a/data/jurisdictions/us/states/il/counties/schuyler/index.md
+++ b/data/jurisdictions/us/states/il/counties/schuyler/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 0
   hispanic: 182
   bachelors_plus: 1362
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.5477
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 0.4523
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.5477
+  - to: "us/states/il/districts/house/99"
+    rel: in-district
+    area_weight: 0.4523
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 182 |
 | Bachelor's or higher | 1362 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 55% (state senate)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 45% (state senate)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 55% (state house)
+- [IL House District 99](/us/states/il/districts/house/99.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/scott/index.md b/data/jurisdictions/us/states/il/counties/scott/index.md
index de15a543ae..2484b8948f 100644
--- a/data/jurisdictions/us/states/il/counties/scott/index.md
+++ b/data/jurisdictions/us/states/il/counties/scott/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 80
   bachelors_plus: 910
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/50"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/100"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 80 |
 | Bachelor's or higher | 910 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 50](/us/states/il/districts/senate/50.md) — 100% (state senate)
+- [IL House District 100](/us/states/il/districts/house/100.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/shelby/index.md b/data/jurisdictions/us/states/il/counties/shelby/index.md
index 8cd0aa8151..6e72674a9e 100644
--- a/data/jurisdictions/us/states/il/counties/shelby/index.md
+++ b/data/jurisdictions/us/states/il/counties/shelby/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 65
   hispanic: 254
   bachelors_plus: 3419
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/54"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/107"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 254 |
 | Bachelor's or higher | 3419 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 100% (congressional)
+- [IL Senate District 54](/us/states/il/districts/senate/54.md) — 100% (state senate)
+- [IL House District 107](/us/states/il/districts/house/107.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/st-clair/index.md b/data/jurisdictions/us/states/il/counties/st-clair/index.md
index 366535e7d9..980e6acae1 100644
--- a/data/jurisdictions/us/states/il/counties/st-clair/index.md
+++ b/data/jurisdictions/us/states/il/counties/st-clair/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 642
   hispanic: 12858
   bachelors_plus: 79633
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.791
+  - to: "us/states/il/districts/13"
+    rel: in-district
+    area_weight: 0.209
+  - to: "us/states/il/districts/senate/57"
+    rel: in-district
+    area_weight: 0.7672
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.0995
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 0.08
+  - to: "us/states/il/districts/senate/56"
+    rel: in-district
+    area_weight: 0.0532
+  - to: "us/states/il/districts/house/114"
+    rel: in-district
+    area_weight: 0.6409
+  - to: "us/states/il/districts/house/113"
+    rel: in-district
+    area_weight: 0.1263
+  - to: "us/states/il/districts/house/115"
+    rel: in-district
+    area_weight: 0.0995
+  - to: "us/states/il/districts/house/109"
+    rel: in-district
+    area_weight: 0.08
+  - to: "us/states/il/districts/house/112"
+    rel: in-district
+    area_weight: 0.0532
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 12858 |
 | Bachelor's or higher | 79633 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 79% (congressional)
+- [IL-13](/us/states/il/districts/13.md) — 21% (congressional)
+- [IL Senate District 57](/us/states/il/districts/senate/57.md) — 77% (state senate)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 10% (state senate)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 8% (state senate)
+- [IL Senate District 56](/us/states/il/districts/senate/56.md) — 5% (state senate)
+- [IL House District 114](/us/states/il/districts/house/114.md) — 64% (state house)
+- [IL House District 113](/us/states/il/districts/house/113.md) — 13% (state house)
+- [IL House District 115](/us/states/il/districts/house/115.md) — 10% (state house)
+- [IL House District 109](/us/states/il/districts/house/109.md) — 8% (state house)
+- [IL House District 112](/us/states/il/districts/house/112.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/stark/index.md b/data/jurisdictions/us/states/il/counties/stark/index.md
index d8a1a81239..3a7f86fd65 100644
--- a/data/jurisdictions/us/states/il/counties/stark/index.md
+++ b/data/jurisdictions/us/states/il/counties/stark/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 5
   hispanic: 152
   bachelors_plus: 1018
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.6253
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.3747
+  - to: "us/states/il/districts/house/93"
+    rel: in-district
+    area_weight: 0.6253
+  - to: "us/states/il/districts/house/73"
+    rel: in-district
+    area_weight: 0.3747
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 152 |
 | Bachelor's or higher | 1018 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 100% (congressional)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 63% (state senate)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 37% (state senate)
+- [IL House District 93](/us/states/il/districts/house/93.md) — 63% (state house)
+- [IL House District 73](/us/states/il/districts/house/73.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/stephenson/index.md b/data/jurisdictions/us/states/il/counties/stephenson/index.md
index d779464dde..9665750715 100644
--- a/data/jurisdictions/us/states/il/counties/stephenson/index.md
+++ b/data/jurisdictions/us/states/il/counties/stephenson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 170
   hispanic: 2457
   bachelors_plus: 8638
+districts:
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.5384
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.4613
+  - to: "us/states/il/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/house/89"
+    rel: in-district
+    area_weight: 0.5443
+  - to: "us/states/il/districts/house/90"
+    rel: in-district
+    area_weight: 0.4555
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2457 |
 | Bachelor's or higher | 8638 |
 
+## Districts
+
+- [IL-17](/us/states/il/districts/17.md) — 54% (congressional)
+- [IL-16](/us/states/il/districts/16.md) — 46% (congressional)
+- [IL Senate District 45](/us/states/il/districts/senate/45.md) — 100% (state senate)
+- [IL House District 89](/us/states/il/districts/house/89.md) — 54% (state house)
+- [IL House District 90](/us/states/il/districts/house/90.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/tazewell/index.md b/data/jurisdictions/us/states/il/counties/tazewell/index.md
index 58fd9f5838..b3464e3ec9 100644
--- a/data/jurisdictions/us/states/il/counties/tazewell/index.md
+++ b/data/jurisdictions/us/states/il/counties/tazewell/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 171
   hispanic: 3503
   bachelors_plus: 34596
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.5382
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.4616
+  - to: "us/states/il/districts/senate/44"
+    rel: in-district
+    area_weight: 0.5899
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.2647
+  - to: "us/states/il/districts/senate/46"
+    rel: in-district
+    area_weight: 0.0878
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.0576
+  - to: "us/states/il/districts/house/87"
+    rel: in-district
+    area_weight: 0.5899
+  - to: "us/states/il/districts/house/93"
+    rel: in-district
+    area_weight: 0.1659
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.0988
+  - to: "us/states/il/districts/house/91"
+    rel: in-district
+    area_weight: 0.0878
+  - to: "us/states/il/districts/house/105"
+    rel: in-district
+    area_weight: 0.0576
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3503 |
 | Bachelor's or higher | 34596 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 54% (congressional)
+- [IL-17](/us/states/il/districts/17.md) — 46% (congressional)
+- [IL Senate District 44](/us/states/il/districts/senate/44.md) — 59% (state senate)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 26% (state senate)
+- [IL Senate District 46](/us/states/il/districts/senate/46.md) — 9% (state senate)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 6% (state senate)
+- [IL House District 87](/us/states/il/districts/house/87.md) — 59% (state house)
+- [IL House District 93](/us/states/il/districts/house/93.md) — 17% (state house)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 10% (state house)
+- [IL House District 91](/us/states/il/districts/house/91.md) — 9% (state house)
+- [IL House District 105](/us/states/il/districts/house/105.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/union/index.md b/data/jurisdictions/us/states/il/counties/union/index.md
index 10e243509c..970170ce54 100644
--- a/data/jurisdictions/us/states/il/counties/union/index.md
+++ b/data/jurisdictions/us/states/il/counties/union/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 23
   hispanic: 932
   bachelors_plus: 3394
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/house/118"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 932 |
 | Bachelor's or higher | 3394 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL House District 118](/us/states/il/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/vermilion/index.md b/data/jurisdictions/us/states/il/counties/vermilion/index.md
index 1be6203d45..5ac943dba8 100644
--- a/data/jurisdictions/us/states/il/counties/vermilion/index.md
+++ b/data/jurisdictions/us/states/il/counties/vermilion/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 94
   hispanic: 4038
   bachelors_plus: 13492
+districts:
+  - to: "us/states/il/districts/02"
+    rel: in-district
+    area_weight: 0.7132
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.2867
+  - to: "us/states/il/districts/senate/51"
+    rel: in-district
+    area_weight: 0.6933
+  - to: "us/states/il/districts/senate/52"
+    rel: in-district
+    area_weight: 0.3066
+  - to: "us/states/il/districts/house/101"
+    rel: in-district
+    area_weight: 0.371
+  - to: "us/states/il/districts/house/102"
+    rel: in-district
+    area_weight: 0.3224
+  - to: "us/states/il/districts/house/104"
+    rel: in-district
+    area_weight: 0.3066
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 4038 |
 | Bachelor's or higher | 13492 |
 
+## Districts
+
+- [IL-02](/us/states/il/districts/02.md) — 71% (congressional)
+- [IL-15](/us/states/il/districts/15.md) — 29% (congressional)
+- [IL Senate District 51](/us/states/il/districts/senate/51.md) — 69% (state senate)
+- [IL Senate District 52](/us/states/il/districts/senate/52.md) — 31% (state senate)
+- [IL House District 101](/us/states/il/districts/house/101.md) — 37% (state house)
+- [IL House District 102](/us/states/il/districts/house/102.md) — 32% (state house)
+- [IL House District 104](/us/states/il/districts/house/104.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/wabash/index.md b/data/jurisdictions/us/states/il/counties/wabash/index.md
index be3598ff26..0097825293 100644
--- a/data/jurisdictions/us/states/il/counties/wabash/index.md
+++ b/data/jurisdictions/us/states/il/counties/wabash/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 6
   hispanic: 239
   bachelors_plus: 1931
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9949
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.0051
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/il/districts/house/116"
+    rel: in-district
+    area_weight: 0.9986
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 239 |
 | Bachelor's or higher | 1931 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 99% (congressional)
+- [IN-08](/us/states/in/districts/08.md) — 1% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 100% (state senate)
+- [IL House District 116](/us/states/il/districts/house/116.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/warren/index.md b/data/jurisdictions/us/states/il/counties/warren/index.md
index 38a6ad8724..486adbb92d 100644
--- a/data/jurisdictions/us/states/il/counties/warren/index.md
+++ b/data/jurisdictions/us/states/il/counties/warren/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 157
   hispanic: 1820
   bachelors_plus: 3208
+districts:
+  - to: "us/states/il/districts/15"
+    rel: in-district
+    area_weight: 0.7338
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.2662
+  - to: "us/states/il/districts/senate/36"
+    rel: in-district
+    area_weight: 0.6635
+  - to: "us/states/il/districts/senate/47"
+    rel: in-district
+    area_weight: 0.3365
+  - to: "us/states/il/districts/house/71"
+    rel: in-district
+    area_weight: 0.6635
+  - to: "us/states/il/districts/house/94"
+    rel: in-district
+    area_weight: 0.3365
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1820 |
 | Bachelor's or higher | 3208 |
 
+## Districts
+
+- [IL-15](/us/states/il/districts/15.md) — 73% (congressional)
+- [IL-17](/us/states/il/districts/17.md) — 27% (congressional)
+- [IL Senate District 36](/us/states/il/districts/senate/36.md) — 66% (state senate)
+- [IL Senate District 47](/us/states/il/districts/senate/47.md) — 34% (state senate)
+- [IL House District 71](/us/states/il/districts/house/71.md) — 66% (state house)
+- [IL House District 94](/us/states/il/districts/house/94.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/washington/index.md b/data/jurisdictions/us/states/il/counties/washington/index.md
index c60c336abb..412344cd8d 100644
--- a/data/jurisdictions/us/states/il/counties/washington/index.md
+++ b/data/jurisdictions/us/states/il/counties/washington/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 20
   hispanic: 217
   bachelors_plus: 3117
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/55"
+    rel: in-district
+    area_weight: 0.676
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.324
+  - to: "us/states/il/districts/house/109"
+    rel: in-district
+    area_weight: 0.6758
+  - to: "us/states/il/districts/house/115"
+    rel: in-district
+    area_weight: 0.3036
+  - to: "us/states/il/districts/house/116"
+    rel: in-district
+    area_weight: 0.0204
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 217 |
 | Bachelor's or higher | 3117 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 55](/us/states/il/districts/senate/55.md) — 68% (state senate)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 32% (state senate)
+- [IL House District 109](/us/states/il/districts/house/109.md) — 68% (state house)
+- [IL House District 115](/us/states/il/districts/house/115.md) — 30% (state house)
+- [IL House District 116](/us/states/il/districts/house/116.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/wayne/index.md b/data/jurisdictions/us/states/il/counties/wayne/index.md
index 7a638f4cb5..a80ea612a7 100644
--- a/data/jurisdictions/us/states/il/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/il/counties/wayne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 44
   hispanic: 330
   bachelors_plus: 2400
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/house/116"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 330 |
 | Bachelor's or higher | 2400 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 100% (state senate)
+- [IL House District 116](/us/states/il/districts/house/116.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/white/index.md b/data/jurisdictions/us/states/il/counties/white/index.md
index 6e0a4899ec..a10e30b38a 100644
--- a/data/jurisdictions/us/states/il/counties/white/index.md
+++ b/data/jurisdictions/us/states/il/counties/white/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 6
   hispanic: 221
   bachelors_plus: 2426
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.9942
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.0058
+  - to: "us/states/il/districts/senate/58"
+    rel: in-district
+    area_weight: 0.5464
+  - to: "us/states/il/districts/house/116"
+    rel: in-district
+    area_weight: 0.5464
+  - to: "us/states/il/districts/house/117"
+    rel: in-district
+    area_weight: 0.453
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 221 |
 | Bachelor's or higher | 2426 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 99% (congressional)
+- [IN-08](/us/states/in/districts/08.md) — 1% (congressional)
+- [IL Senate District 58](/us/states/il/districts/senate/58.md) — 55% (state senate)
+- [IL House District 116](/us/states/il/districts/house/116.md) — 55% (state house)
+- [IL House District 117](/us/states/il/districts/house/117.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/whiteside/index.md b/data/jurisdictions/us/states/il/counties/whiteside/index.md
index b22e2e649b..23c2f1d5ed 100644
--- a/data/jurisdictions/us/states/il/counties/whiteside/index.md
+++ b/data/jurisdictions/us/states/il/counties/whiteside/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 206
   hispanic: 7319
   bachelors_plus: 10881
+districts:
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/il/districts/house/73"
+    rel: in-district
+    area_weight: 0.6734
+  - to: "us/states/il/districts/house/74"
+    rel: in-district
+    area_weight: 0.3265
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 7319 |
 | Bachelor's or higher | 10881 |
 
+## Districts
+
+- [IL-17](/us/states/il/districts/17.md) — 100% (congressional)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 100% (state senate)
+- [IL House District 73](/us/states/il/districts/house/73.md) — 67% (state house)
+- [IL House District 74](/us/states/il/districts/house/74.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/will/index.md b/data/jurisdictions/us/states/il/counties/will/index.md
index 0e80000274..692d1abf5b 100644
--- a/data/jurisdictions/us/states/il/counties/will/index.md
+++ b/data/jurisdictions/us/states/il/counties/will/index.md
@@ -22,9 +22,84 @@ demographics:
   race_native: 3817
   hispanic: 138703
   bachelors_plus: 247524
+districts:
+  - to: "us/states/il/districts/01"
+    rel: in-district
+    area_weight: 0.512
+  - to: "us/states/il/districts/14"
+    rel: in-district
+    area_weight: 0.2508
+  - to: "us/states/il/districts/02"
+    rel: in-district
+    area_weight: 0.1998
+  - to: "us/states/il/districts/11"
+    rel: in-district
+    area_weight: 0.0374
+  - to: "us/states/il/districts/senate/40"
+    rel: in-district
+    area_weight: 0.3748
+  - to: "us/states/il/districts/senate/43"
+    rel: in-district
+    area_weight: 0.2434
+  - to: "us/states/il/districts/senate/15"
+    rel: in-district
+    area_weight: 0.1193
+  - to: "us/states/il/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1042
+  - to: "us/states/il/districts/senate/49"
+    rel: in-district
+    area_weight: 0.0996
+  - to: "us/states/il/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0349
+  - to: "us/states/il/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0122
+  - to: "us/states/il/districts/senate/42"
+    rel: in-district
+    area_weight: 0.0067
+  - to: "us/states/il/districts/house/80"
+    rel: in-district
+    area_weight: 0.2306
+  - to: "us/states/il/districts/house/86"
+    rel: in-district
+    area_weight: 0.1771
+  - to: "us/states/il/districts/house/79"
+    rel: in-district
+    area_weight: 0.1442
+  - to: "us/states/il/districts/house/29"
+    rel: in-district
+    area_weight: 0.1193
+  - to: "us/states/il/districts/house/37"
+    rel: in-district
+    area_weight: 0.0801
+  - to: "us/states/il/districts/house/85"
+    rel: in-district
+    area_weight: 0.0663
+  - to: "us/states/il/districts/house/97"
+    rel: in-district
+    area_weight: 0.0542
+  - to: "us/states/il/districts/house/98"
+    rel: in-district
+    area_weight: 0.0454
+  - to: "us/states/il/districts/house/34"
+    rel: in-district
+    area_weight: 0.0349
+  - to: "us/states/il/districts/house/38"
+    rel: in-district
+    area_weight: 0.0241
+  - to: "us/states/il/districts/house/41"
+    rel: in-district
+    area_weight: 0.0122
+  - to: "us/states/il/districts/house/84"
+    rel: in-district
+    area_weight: 0.0067
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +131,34 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 138703 |
 | Bachelor's or higher | 247524 |
 
+## Districts
+
+- [IL-01](/us/states/il/districts/01.md) — 51% (congressional)
+- [IL-14](/us/states/il/districts/14.md) — 25% (congressional)
+- [IL-02](/us/states/il/districts/02.md) — 20% (congressional)
+- [IL-11](/us/states/il/districts/11.md) — 4% (congressional)
+- [IL Senate District 40](/us/states/il/districts/senate/40.md) — 37% (state senate)
+- [IL Senate District 43](/us/states/il/districts/senate/43.md) — 24% (state senate)
+- [IL Senate District 15](/us/states/il/districts/senate/15.md) — 12% (state senate)
+- [IL Senate District 19](/us/states/il/districts/senate/19.md) — 10% (state senate)
+- [IL Senate District 49](/us/states/il/districts/senate/49.md) — 10% (state senate)
+- [IL Senate District 17](/us/states/il/districts/senate/17.md) — 3% (state senate)
+- [IL Senate District 21](/us/states/il/districts/senate/21.md) — 1% (state senate)
+- [IL Senate District 42](/us/states/il/districts/senate/42.md) — 1% (state senate)
+- [IL House District 80](/us/states/il/districts/house/80.md) — 23% (state house)
+- [IL House District 86](/us/states/il/districts/house/86.md) — 18% (state house)
+- [IL House District 79](/us/states/il/districts/house/79.md) — 14% (state house)
+- [IL House District 29](/us/states/il/districts/house/29.md) — 12% (state house)
+- [IL House District 37](/us/states/il/districts/house/37.md) — 8% (state house)
+- [IL House District 85](/us/states/il/districts/house/85.md) — 7% (state house)
+- [IL House District 97](/us/states/il/districts/house/97.md) — 5% (state house)
+- [IL House District 98](/us/states/il/districts/house/98.md) — 5% (state house)
+- [IL House District 34](/us/states/il/districts/house/34.md) — 3% (state house)
+- [IL House District 38](/us/states/il/districts/house/38.md) — 2% (state house)
+- [IL House District 41](/us/states/il/districts/house/41.md) — 1% (state house)
+- [IL House District 84](/us/states/il/districts/house/84.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/williamson/index.md b/data/jurisdictions/us/states/il/counties/williamson/index.md
index 8a1b1f5473..90def37068 100644
--- a/data/jurisdictions/us/states/il/counties/williamson/index.md
+++ b/data/jurisdictions/us/states/il/counties/williamson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 186
   hispanic: 1947
   bachelors_plus: 17778
+districts:
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/il/districts/house/117"
+    rel: in-district
+    area_weight: 0.6138
+  - to: "us/states/il/districts/house/118"
+    rel: in-district
+    area_weight: 0.3862
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1947 |
 | Bachelor's or higher | 17778 |
 
+## Districts
+
+- [IL-12](/us/states/il/districts/12.md) — 100% (congressional)
+- [IL House District 117](/us/states/il/districts/house/117.md) — 61% (state house)
+- [IL House District 118](/us/states/il/districts/house/118.md) — 39% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/winnebago/index.md b/data/jurisdictions/us/states/il/counties/winnebago/index.md
index 9569f48852..7eca6fdee4 100644
--- a/data/jurisdictions/us/states/il/counties/winnebago/index.md
+++ b/data/jurisdictions/us/states/il/counties/winnebago/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 1849
   hispanic: 44014
   bachelors_plus: 66985
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.7549
+  - to: "us/states/il/districts/17"
+    rel: in-district
+    area_weight: 0.245
+  - to: "us/states/il/districts/senate/45"
+    rel: in-district
+    area_weight: 0.7574
+  - to: "us/states/il/districts/senate/34"
+    rel: in-district
+    area_weight: 0.2279
+  - to: "us/states/il/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0146
+  - to: "us/states/il/districts/house/90"
+    rel: in-district
+    area_weight: 0.4563
+  - to: "us/states/il/districts/house/89"
+    rel: in-district
+    area_weight: 0.3011
+  - to: "us/states/il/districts/house/67"
+    rel: in-district
+    area_weight: 0.1681
+  - to: "us/states/il/districts/house/68"
+    rel: in-district
+    area_weight: 0.0599
+  - to: "us/states/il/districts/house/69"
+    rel: in-district
+    area_weight: 0.0146
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 44014 |
 | Bachelor's or higher | 66985 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 75% (congressional)
+- [IL-17](/us/states/il/districts/17.md) — 24% (congressional)
+- [IL Senate District 45](/us/states/il/districts/senate/45.md) — 76% (state senate)
+- [IL Senate District 34](/us/states/il/districts/senate/34.md) — 23% (state senate)
+- [IL Senate District 35](/us/states/il/districts/senate/35.md) — 1% (state senate)
+- [IL House District 90](/us/states/il/districts/house/90.md) — 46% (state house)
+- [IL House District 89](/us/states/il/districts/house/89.md) — 30% (state house)
+- [IL House District 67](/us/states/il/districts/house/67.md) — 17% (state house)
+- [IL House District 68](/us/states/il/districts/house/68.md) — 6% (state house)
+- [IL House District 69](/us/states/il/districts/house/69.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/counties/woodford/index.md b/data/jurisdictions/us/states/il/counties/woodford/index.md
index b781a6d8be..1c10a8196a 100644
--- a/data/jurisdictions/us/states/il/counties/woodford/index.md
+++ b/data/jurisdictions/us/states/il/counties/woodford/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 65
   hispanic: 798
   bachelors_plus: 12682
+districts:
+  - to: "us/states/il/districts/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/il/districts/senate/53"
+    rel: in-district
+    area_weight: 0.7076
+  - to: "us/states/il/districts/senate/46"
+    rel: in-district
+    area_weight: 0.2187
+  - to: "us/states/il/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0604
+  - to: "us/states/il/districts/senate/44"
+    rel: in-district
+    area_weight: 0.0134
+  - to: "us/states/il/districts/house/105"
+    rel: in-district
+    area_weight: 0.7076
+  - to: "us/states/il/districts/house/91"
+    rel: in-district
+    area_weight: 0.2186
+  - to: "us/states/il/districts/house/73"
+    rel: in-district
+    area_weight: 0.0604
+  - to: "us/states/il/districts/house/87"
+    rel: in-district
+    area_weight: 0.0134
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, il]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 798 |
 | Bachelor's or higher | 12682 |
 
+## Districts
+
+- [IL-16](/us/states/il/districts/16.md) — 100% (congressional)
+- [IL Senate District 53](/us/states/il/districts/senate/53.md) — 71% (state senate)
+- [IL Senate District 46](/us/states/il/districts/senate/46.md) — 22% (state senate)
+- [IL Senate District 37](/us/states/il/districts/senate/37.md) — 6% (state senate)
+- [IL Senate District 44](/us/states/il/districts/senate/44.md) — 1% (state senate)
+- [IL House District 105](/us/states/il/districts/house/105.md) — 71% (state house)
+- [IL House District 91](/us/states/il/districts/house/91.md) — 22% (state house)
+- [IL House District 73](/us/states/il/districts/house/73.md) — 6% (state house)
+- [IL House District 87](/us/states/il/districts/house/87.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/il/districts/01.md b/data/jurisdictions/us/states/il/districts/01.md
new file mode 100644
index 0000000000..729c09a8e2
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/01.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IL-01"
+classification: congressional-district
+state: "IL"
+district: "IL-01"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL-01
+
+Congressional district IL-01.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/02.md b/data/jurisdictions/us/states/il/districts/02.md
new file mode 100644
index 0000000000..337d44ba31
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/02.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IL-02"
+classification: congressional-district
+state: "IL"
+district: "IL-02"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL-02
+
+Congressional district IL-02.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/03.md b/data/jurisdictions/us/states/il/districts/03.md
new file mode 100644
index 0000000000..5595c2411c
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/03.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IL-03"
+classification: congressional-district
+state: "IL"
+district: "IL-03"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL-03
+
+Congressional district IL-03.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/04.md b/data/jurisdictions/us/states/il/districts/04.md
new file mode 100644
index 0000000000..783413a4b3
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/04.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IL-04"
+classification: congressional-district
+state: "IL"
+district: "IL-04"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL-04
+
+Congressional district IL-04.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/05.md b/data/jurisdictions/us/states/il/districts/05.md
new file mode 100644
index 0000000000..edf7f4d0fc
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/05.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IL-05"
+classification: congressional-district
+state: "IL"
+district: "IL-05"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL-05
+
+Congressional district IL-05.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/06.md b/data/jurisdictions/us/states/il/districts/06.md
new file mode 100644
index 0000000000..c5d1460aaf
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/06.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IL-06"
+classification: congressional-district
+state: "IL"
+district: "IL-06"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL-06
+
+Congressional district IL-06.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/07.md b/data/jurisdictions/us/states/il/districts/07.md
new file mode 100644
index 0000000000..03ed9c42ae
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/07.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IL-07"
+classification: congressional-district
+state: "IL"
+district: "IL-07"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL-07
+
+Congressional district IL-07.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/08.md b/data/jurisdictions/us/states/il/districts/08.md
new file mode 100644
index 0000000000..da7ecd6874
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/08.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IL-08"
+classification: congressional-district
+state: "IL"
+district: "IL-08"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL-08
+
+Congressional district IL-08.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/09.md b/data/jurisdictions/us/states/il/districts/09.md
new file mode 100644
index 0000000000..6786c06ead
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/09.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IL-09"
+classification: congressional-district
+state: "IL"
+district: "IL-09"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL-09
+
+Congressional district IL-09.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/10.md b/data/jurisdictions/us/states/il/districts/10.md
new file mode 100644
index 0000000000..f054f32609
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/10.md
@@ -0,0 +1,21 @@
+---
+type: Jurisdiction
+title: "IL-10"
+classification: congressional-district
+state: "IL"
+district: "IL-10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, congressional-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL-10
+
+Congressional district IL-10.
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/11.md b/data/jurisdictions/us/states/il/districts/11.md
index d1e4d2808d..cc68eb51d3 100644
--- a/data/jurisdictions/us/states/il/districts/11.md
+++ b/data/jurisdictions/us/states/il/districts/11.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 245812
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, il]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/il/districts/12.md b/data/jurisdictions/us/states/il/districts/12.md
index 519abefe4a..169d3074b3 100644
--- a/data/jurisdictions/us/states/il/districts/12.md
+++ b/data/jurisdictions/us/states/il/districts/12.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 128277
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, il]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/il/districts/13.md b/data/jurisdictions/us/states/il/districts/13.md
index 3c244e0d63..b0252de3e7 100644
--- a/data/jurisdictions/us/states/il/districts/13.md
+++ b/data/jurisdictions/us/states/il/districts/13.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 170665
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, il]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/il/districts/14.md b/data/jurisdictions/us/states/il/districts/14.md
index 350039c1f9..a1fd46e913 100644
--- a/data/jurisdictions/us/states/il/districts/14.md
+++ b/data/jurisdictions/us/states/il/districts/14.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 191171
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, il]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/il/districts/15.md b/data/jurisdictions/us/states/il/districts/15.md
index 35cae6b2c8..b33d15ba1e 100644
--- a/data/jurisdictions/us/states/il/districts/15.md
+++ b/data/jurisdictions/us/states/il/districts/15.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 145625
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, il]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/il/districts/16.md b/data/jurisdictions/us/states/il/districts/16.md
index 5404e42ea0..a830af623e 100644
--- a/data/jurisdictions/us/states/il/districts/16.md
+++ b/data/jurisdictions/us/states/il/districts/16.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 169888
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, il]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/il/districts/17.md b/data/jurisdictions/us/states/il/districts/17.md
index 8b0a9ee3ed..47736dadc2 100644
--- a/data/jurisdictions/us/states/il/districts/17.md
+++ b/data/jurisdictions/us/states/il/districts/17.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 132466
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, il]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/il/districts/house/1.md b/data/jurisdictions/us/states/il/districts/house/1.md
new file mode 100644
index 0000000000..3e1743585a
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 1"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 1
+
+State House district 1 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/10.md b/data/jurisdictions/us/states/il/districts/house/10.md
new file mode 100644
index 0000000000..664b2c86ae
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 10"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 10
+
+State House district 10 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/100.md b/data/jurisdictions/us/states/il/districts/house/100.md
new file mode 100644
index 0000000000..e25e62c72a
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 100"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 100
+
+State House district 100 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/101.md b/data/jurisdictions/us/states/il/districts/house/101.md
new file mode 100644
index 0000000000..b133d9be06
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 101"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 101
+
+State House district 101 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/102.md b/data/jurisdictions/us/states/il/districts/house/102.md
new file mode 100644
index 0000000000..b352e31c46
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 102"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 102
+
+State House district 102 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/103.md b/data/jurisdictions/us/states/il/districts/house/103.md
new file mode 100644
index 0000000000..14202ce620
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 103"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 103
+
+State House district 103 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/104.md b/data/jurisdictions/us/states/il/districts/house/104.md
new file mode 100644
index 0000000000..3fc69b8838
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 104"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 104
+
+State House district 104 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/105.md b/data/jurisdictions/us/states/il/districts/house/105.md
new file mode 100644
index 0000000000..098d8ceb2c
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 105"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 105
+
+State House district 105 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/106.md b/data/jurisdictions/us/states/il/districts/house/106.md
new file mode 100644
index 0000000000..7f654d137f
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 106"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 106
+
+State House district 106 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/107.md b/data/jurisdictions/us/states/il/districts/house/107.md
new file mode 100644
index 0000000000..effb16fe52
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 107"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 107
+
+State House district 107 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/108.md b/data/jurisdictions/us/states/il/districts/house/108.md
new file mode 100644
index 0000000000..6143087f2e
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 108"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 108
+
+State House district 108 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/109.md b/data/jurisdictions/us/states/il/districts/house/109.md
new file mode 100644
index 0000000000..e80c76bc56
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 109"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 109
+
+State House district 109 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/11.md b/data/jurisdictions/us/states/il/districts/house/11.md
new file mode 100644
index 0000000000..70bd8e1a3c
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 11"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 11
+
+State House district 11 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/110.md b/data/jurisdictions/us/states/il/districts/house/110.md
new file mode 100644
index 0000000000..208e42fab5
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 110"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 110
+
+State House district 110 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/111.md b/data/jurisdictions/us/states/il/districts/house/111.md
new file mode 100644
index 0000000000..a1f3ce9e7d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 111"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 111
+
+State House district 111 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/112.md b/data/jurisdictions/us/states/il/districts/house/112.md
new file mode 100644
index 0000000000..a62b78f3e1
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 112"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 112
+
+State House district 112 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/113.md b/data/jurisdictions/us/states/il/districts/house/113.md
new file mode 100644
index 0000000000..d3c5022bbe
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 113"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 113
+
+State House district 113 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/114.md b/data/jurisdictions/us/states/il/districts/house/114.md
new file mode 100644
index 0000000000..3e727aaa07
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 114"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 114
+
+State House district 114 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/115.md b/data/jurisdictions/us/states/il/districts/house/115.md
new file mode 100644
index 0000000000..8681942326
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 115"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 115
+
+State House district 115 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/116.md b/data/jurisdictions/us/states/il/districts/house/116.md
new file mode 100644
index 0000000000..f436a57352
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 116"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 116
+
+State House district 116 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/117.md b/data/jurisdictions/us/states/il/districts/house/117.md
new file mode 100644
index 0000000000..698bb02e2d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 117"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 117
+
+State House district 117 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/118.md b/data/jurisdictions/us/states/il/districts/house/118.md
new file mode 100644
index 0000000000..25011453d2
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 118"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 118
+
+State House district 118 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/12.md b/data/jurisdictions/us/states/il/districts/house/12.md
new file mode 100644
index 0000000000..567445b7bf
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 12"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 12
+
+State House district 12 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/13.md b/data/jurisdictions/us/states/il/districts/house/13.md
new file mode 100644
index 0000000000..abec81ad66
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 13"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 13
+
+State House district 13 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/14.md b/data/jurisdictions/us/states/il/districts/house/14.md
new file mode 100644
index 0000000000..78235b7993
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 14"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 14
+
+State House district 14 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/15.md b/data/jurisdictions/us/states/il/districts/house/15.md
new file mode 100644
index 0000000000..0fa003a616
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 15"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 15
+
+State House district 15 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/16.md b/data/jurisdictions/us/states/il/districts/house/16.md
new file mode 100644
index 0000000000..c3043e06b5
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 16"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 16
+
+State House district 16 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/17.md b/data/jurisdictions/us/states/il/districts/house/17.md
new file mode 100644
index 0000000000..07240713e0
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 17"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 17
+
+State House district 17 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/18.md b/data/jurisdictions/us/states/il/districts/house/18.md
new file mode 100644
index 0000000000..37a8fa5ed5
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 18"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 18
+
+State House district 18 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/19.md b/data/jurisdictions/us/states/il/districts/house/19.md
new file mode 100644
index 0000000000..adb8e25467
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 19"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 19
+
+State House district 19 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/2.md b/data/jurisdictions/us/states/il/districts/house/2.md
new file mode 100644
index 0000000000..81f2798aa1
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 2"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 2
+
+State House district 2 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/20.md b/data/jurisdictions/us/states/il/districts/house/20.md
new file mode 100644
index 0000000000..1f8d1018ab
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 20"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 20
+
+State House district 20 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/21.md b/data/jurisdictions/us/states/il/districts/house/21.md
new file mode 100644
index 0000000000..fcfc5fdfc4
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 21"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 21
+
+State House district 21 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/22.md b/data/jurisdictions/us/states/il/districts/house/22.md
new file mode 100644
index 0000000000..bccfaa20fe
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 22"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 22
+
+State House district 22 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/23.md b/data/jurisdictions/us/states/il/districts/house/23.md
new file mode 100644
index 0000000000..de3b272c63
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 23"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 23
+
+State House district 23 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/24.md b/data/jurisdictions/us/states/il/districts/house/24.md
new file mode 100644
index 0000000000..12ec7b2de2
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 24"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 24
+
+State House district 24 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/25.md b/data/jurisdictions/us/states/il/districts/house/25.md
new file mode 100644
index 0000000000..c185f8d1b4
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 25"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 25
+
+State House district 25 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/26.md b/data/jurisdictions/us/states/il/districts/house/26.md
new file mode 100644
index 0000000000..517e3119d4
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 26"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 26
+
+State House district 26 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/27.md b/data/jurisdictions/us/states/il/districts/house/27.md
new file mode 100644
index 0000000000..2e430f8c92
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 27"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 27
+
+State House district 27 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/28.md b/data/jurisdictions/us/states/il/districts/house/28.md
new file mode 100644
index 0000000000..b3672b954d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 28"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 28
+
+State House district 28 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/29.md b/data/jurisdictions/us/states/il/districts/house/29.md
new file mode 100644
index 0000000000..58644aaccf
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 29"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 29
+
+State House district 29 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/3.md b/data/jurisdictions/us/states/il/districts/house/3.md
new file mode 100644
index 0000000000..b056ff9efb
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 3"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 3
+
+State House district 3 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/30.md b/data/jurisdictions/us/states/il/districts/house/30.md
new file mode 100644
index 0000000000..50923b1b23
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 30"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 30
+
+State House district 30 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/31.md b/data/jurisdictions/us/states/il/districts/house/31.md
new file mode 100644
index 0000000000..53d2e54227
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 31"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 31
+
+State House district 31 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/32.md b/data/jurisdictions/us/states/il/districts/house/32.md
new file mode 100644
index 0000000000..f9b1fe6e81
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 32"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 32
+
+State House district 32 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/33.md b/data/jurisdictions/us/states/il/districts/house/33.md
new file mode 100644
index 0000000000..10d0af1655
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 33"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 33
+
+State House district 33 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/34.md b/data/jurisdictions/us/states/il/districts/house/34.md
new file mode 100644
index 0000000000..570a06c2af
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 34"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 34
+
+State House district 34 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/35.md b/data/jurisdictions/us/states/il/districts/house/35.md
new file mode 100644
index 0000000000..7e6aabdaa3
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 35"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 35
+
+State House district 35 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/36.md b/data/jurisdictions/us/states/il/districts/house/36.md
new file mode 100644
index 0000000000..fe7baa7990
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 36"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 36
+
+State House district 36 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/37.md b/data/jurisdictions/us/states/il/districts/house/37.md
new file mode 100644
index 0000000000..c9a0202a06
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 37"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 37
+
+State House district 37 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/38.md b/data/jurisdictions/us/states/il/districts/house/38.md
new file mode 100644
index 0000000000..7710784b74
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 38"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 38
+
+State House district 38 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/39.md b/data/jurisdictions/us/states/il/districts/house/39.md
new file mode 100644
index 0000000000..b465dc253c
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 39"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 39
+
+State House district 39 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/4.md b/data/jurisdictions/us/states/il/districts/house/4.md
new file mode 100644
index 0000000000..1c0fcd6994
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 4"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 4
+
+State House district 4 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/40.md b/data/jurisdictions/us/states/il/districts/house/40.md
new file mode 100644
index 0000000000..9f36e4af09
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 40"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 40
+
+State House district 40 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/41.md b/data/jurisdictions/us/states/il/districts/house/41.md
new file mode 100644
index 0000000000..f2c61de867
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 41"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 41
+
+State House district 41 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/42.md b/data/jurisdictions/us/states/il/districts/house/42.md
new file mode 100644
index 0000000000..0485556cd5
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 42"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 42
+
+State House district 42 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/43.md b/data/jurisdictions/us/states/il/districts/house/43.md
new file mode 100644
index 0000000000..3f5832a60b
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 43"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 43
+
+State House district 43 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/44.md b/data/jurisdictions/us/states/il/districts/house/44.md
new file mode 100644
index 0000000000..4199d0bba4
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 44"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 44
+
+State House district 44 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/45.md b/data/jurisdictions/us/states/il/districts/house/45.md
new file mode 100644
index 0000000000..08e03394ca
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 45"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 45
+
+State House district 45 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/46.md b/data/jurisdictions/us/states/il/districts/house/46.md
new file mode 100644
index 0000000000..3ad050a445
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 46"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 46
+
+State House district 46 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/47.md b/data/jurisdictions/us/states/il/districts/house/47.md
new file mode 100644
index 0000000000..92acdef885
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 47"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 47
+
+State House district 47 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/48.md b/data/jurisdictions/us/states/il/districts/house/48.md
new file mode 100644
index 0000000000..77b2d7ccaf
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 48"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 48
+
+State House district 48 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/49.md b/data/jurisdictions/us/states/il/districts/house/49.md
new file mode 100644
index 0000000000..ebe30d420e
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 49"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 49
+
+State House district 49 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/5.md b/data/jurisdictions/us/states/il/districts/house/5.md
new file mode 100644
index 0000000000..a9c8bc187d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 5"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 5
+
+State House district 5 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/50.md b/data/jurisdictions/us/states/il/districts/house/50.md
new file mode 100644
index 0000000000..1150ccc3b1
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 50"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 50
+
+State House district 50 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/51.md b/data/jurisdictions/us/states/il/districts/house/51.md
new file mode 100644
index 0000000000..d6652b0666
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 51"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 51
+
+State House district 51 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/52.md b/data/jurisdictions/us/states/il/districts/house/52.md
new file mode 100644
index 0000000000..805ccc986e
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 52"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 52
+
+State House district 52 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/53.md b/data/jurisdictions/us/states/il/districts/house/53.md
new file mode 100644
index 0000000000..c1c951e28b
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 53"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 53
+
+State House district 53 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/54.md b/data/jurisdictions/us/states/il/districts/house/54.md
new file mode 100644
index 0000000000..f7f71e9f23
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 54"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 54
+
+State House district 54 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/55.md b/data/jurisdictions/us/states/il/districts/house/55.md
new file mode 100644
index 0000000000..c1edd242ed
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 55"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 55
+
+State House district 55 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/56.md b/data/jurisdictions/us/states/il/districts/house/56.md
new file mode 100644
index 0000000000..f04c668d75
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 56"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 56
+
+State House district 56 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/57.md b/data/jurisdictions/us/states/il/districts/house/57.md
new file mode 100644
index 0000000000..32b5ca623a
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 57"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 57
+
+State House district 57 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/58.md b/data/jurisdictions/us/states/il/districts/house/58.md
new file mode 100644
index 0000000000..842d5e03bf
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 58"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 58
+
+State House district 58 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/59.md b/data/jurisdictions/us/states/il/districts/house/59.md
new file mode 100644
index 0000000000..74fea3536c
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 59"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 59
+
+State House district 59 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/6.md b/data/jurisdictions/us/states/il/districts/house/6.md
new file mode 100644
index 0000000000..089b0b8a21
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 6"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 6
+
+State House district 6 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/60.md b/data/jurisdictions/us/states/il/districts/house/60.md
new file mode 100644
index 0000000000..b1dc5ba68c
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 60"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 60
+
+State House district 60 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/61.md b/data/jurisdictions/us/states/il/districts/house/61.md
new file mode 100644
index 0000000000..3356f9c625
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 61"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 61
+
+State House district 61 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/62.md b/data/jurisdictions/us/states/il/districts/house/62.md
new file mode 100644
index 0000000000..90602fee2e
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 62"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 62
+
+State House district 62 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/63.md b/data/jurisdictions/us/states/il/districts/house/63.md
new file mode 100644
index 0000000000..de832d0d78
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 63"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 63
+
+State House district 63 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/64.md b/data/jurisdictions/us/states/il/districts/house/64.md
new file mode 100644
index 0000000000..8c7d5bb61e
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 64"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 64
+
+State House district 64 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/65.md b/data/jurisdictions/us/states/il/districts/house/65.md
new file mode 100644
index 0000000000..183dce06a3
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 65"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 65
+
+State House district 65 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/66.md b/data/jurisdictions/us/states/il/districts/house/66.md
new file mode 100644
index 0000000000..f4c04cd75f
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 66"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 66
+
+State House district 66 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/67.md b/data/jurisdictions/us/states/il/districts/house/67.md
new file mode 100644
index 0000000000..824d88c9a3
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 67"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 67
+
+State House district 67 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/68.md b/data/jurisdictions/us/states/il/districts/house/68.md
new file mode 100644
index 0000000000..e946f88f9b
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 68"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 68
+
+State House district 68 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/69.md b/data/jurisdictions/us/states/il/districts/house/69.md
new file mode 100644
index 0000000000..d277afe588
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 69"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 69
+
+State House district 69 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/7.md b/data/jurisdictions/us/states/il/districts/house/7.md
new file mode 100644
index 0000000000..55cfb8e87c
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 7"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 7
+
+State House district 7 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/70.md b/data/jurisdictions/us/states/il/districts/house/70.md
new file mode 100644
index 0000000000..e4a5c7cb3f
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 70"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 70
+
+State House district 70 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/71.md b/data/jurisdictions/us/states/il/districts/house/71.md
new file mode 100644
index 0000000000..42f122bb88
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 71"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 71
+
+State House district 71 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/72.md b/data/jurisdictions/us/states/il/districts/house/72.md
new file mode 100644
index 0000000000..d24c3128ff
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 72"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 72
+
+State House district 72 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/73.md b/data/jurisdictions/us/states/il/districts/house/73.md
new file mode 100644
index 0000000000..d5f5256d87
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 73"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 73
+
+State House district 73 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/74.md b/data/jurisdictions/us/states/il/districts/house/74.md
new file mode 100644
index 0000000000..5a7089e820
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 74"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 74
+
+State House district 74 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/75.md b/data/jurisdictions/us/states/il/districts/house/75.md
new file mode 100644
index 0000000000..3c473a7baf
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 75"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 75
+
+State House district 75 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/76.md b/data/jurisdictions/us/states/il/districts/house/76.md
new file mode 100644
index 0000000000..32cb88d7d2
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 76"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 76
+
+State House district 76 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/77.md b/data/jurisdictions/us/states/il/districts/house/77.md
new file mode 100644
index 0000000000..81ca111f34
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 77"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 77
+
+State House district 77 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/78.md b/data/jurisdictions/us/states/il/districts/house/78.md
new file mode 100644
index 0000000000..1b58a862eb
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 78"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 78
+
+State House district 78 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/79.md b/data/jurisdictions/us/states/il/districts/house/79.md
new file mode 100644
index 0000000000..3a07de1798
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 79"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 79
+
+State House district 79 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/8.md b/data/jurisdictions/us/states/il/districts/house/8.md
new file mode 100644
index 0000000000..de50fbdd91
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 8"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 8
+
+State House district 8 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/80.md b/data/jurisdictions/us/states/il/districts/house/80.md
new file mode 100644
index 0000000000..bc54099265
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 80"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 80
+
+State House district 80 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/81.md b/data/jurisdictions/us/states/il/districts/house/81.md
new file mode 100644
index 0000000000..f044780de0
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 81"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 81
+
+State House district 81 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/82.md b/data/jurisdictions/us/states/il/districts/house/82.md
new file mode 100644
index 0000000000..54937a5b95
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 82"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 82
+
+State House district 82 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/83.md b/data/jurisdictions/us/states/il/districts/house/83.md
new file mode 100644
index 0000000000..65c007e569
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 83"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 83
+
+State House district 83 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/84.md b/data/jurisdictions/us/states/il/districts/house/84.md
new file mode 100644
index 0000000000..654e21866c
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 84"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 84
+
+State House district 84 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/85.md b/data/jurisdictions/us/states/il/districts/house/85.md
new file mode 100644
index 0000000000..08a3f7e49f
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 85"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 85
+
+State House district 85 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/86.md b/data/jurisdictions/us/states/il/districts/house/86.md
new file mode 100644
index 0000000000..f0db2fb616
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 86"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 86
+
+State House district 86 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/87.md b/data/jurisdictions/us/states/il/districts/house/87.md
new file mode 100644
index 0000000000..4c12ffe0cb
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 87"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 87
+
+State House district 87 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/88.md b/data/jurisdictions/us/states/il/districts/house/88.md
new file mode 100644
index 0000000000..a12596505d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 88"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 88
+
+State House district 88 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/89.md b/data/jurisdictions/us/states/il/districts/house/89.md
new file mode 100644
index 0000000000..1e71f890fc
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 89"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 89
+
+State House district 89 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/9.md b/data/jurisdictions/us/states/il/districts/house/9.md
new file mode 100644
index 0000000000..7f4fc22915
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 9"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 9
+
+State House district 9 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/90.md b/data/jurisdictions/us/states/il/districts/house/90.md
new file mode 100644
index 0000000000..5ac7073e85
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 90"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 90
+
+State House district 90 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/91.md b/data/jurisdictions/us/states/il/districts/house/91.md
new file mode 100644
index 0000000000..afd069844f
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 91"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 91
+
+State House district 91 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/92.md b/data/jurisdictions/us/states/il/districts/house/92.md
new file mode 100644
index 0000000000..749489613b
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 92"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 92
+
+State House district 92 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/93.md b/data/jurisdictions/us/states/il/districts/house/93.md
new file mode 100644
index 0000000000..d1ec205f8d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 93"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 93
+
+State House district 93 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/94.md b/data/jurisdictions/us/states/il/districts/house/94.md
new file mode 100644
index 0000000000..ce2f3277fd
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 94"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 94
+
+State House district 94 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/95.md b/data/jurisdictions/us/states/il/districts/house/95.md
new file mode 100644
index 0000000000..111e8d23f1
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 95"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 95
+
+State House district 95 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/96.md b/data/jurisdictions/us/states/il/districts/house/96.md
new file mode 100644
index 0000000000..5181256eb6
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 96"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 96
+
+State House district 96 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/97.md b/data/jurisdictions/us/states/il/districts/house/97.md
new file mode 100644
index 0000000000..ed698c68a2
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 97"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 97
+
+State House district 97 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/98.md b/data/jurisdictions/us/states/il/districts/house/98.md
new file mode 100644
index 0000000000..559913acec
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 98"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 98
+
+State House district 98 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/house/99.md b/data/jurisdictions/us/states/il/districts/house/99.md
new file mode 100644
index 0000000000..a8cf374809
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL House District 99"
+classification: state-house-district
+state: "IL"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL House District 99
+
+State House district 99 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/1.md b/data/jurisdictions/us/states/il/districts/senate/1.md
new file mode 100644
index 0000000000..6ae1885dd2
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 1"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 1
+
+State Senate district 1 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/10.md b/data/jurisdictions/us/states/il/districts/senate/10.md
new file mode 100644
index 0000000000..d9a4855e20
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 10"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 10
+
+State Senate district 10 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/11.md b/data/jurisdictions/us/states/il/districts/senate/11.md
new file mode 100644
index 0000000000..7f33ffd33f
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 11"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 11
+
+State Senate district 11 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/12.md b/data/jurisdictions/us/states/il/districts/senate/12.md
new file mode 100644
index 0000000000..2a19fd08d1
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 12"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 12
+
+State Senate district 12 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/13.md b/data/jurisdictions/us/states/il/districts/senate/13.md
new file mode 100644
index 0000000000..ef5370fdc1
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 13"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 13
+
+State Senate district 13 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/14.md b/data/jurisdictions/us/states/il/districts/senate/14.md
new file mode 100644
index 0000000000..3797d5c835
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 14"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 14
+
+State Senate district 14 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/15.md b/data/jurisdictions/us/states/il/districts/senate/15.md
new file mode 100644
index 0000000000..806249302d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 15"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 15
+
+State Senate district 15 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/16.md b/data/jurisdictions/us/states/il/districts/senate/16.md
new file mode 100644
index 0000000000..732f3b3493
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 16"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 16
+
+State Senate district 16 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/17.md b/data/jurisdictions/us/states/il/districts/senate/17.md
new file mode 100644
index 0000000000..40194e751b
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 17"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 17
+
+State Senate district 17 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/18.md b/data/jurisdictions/us/states/il/districts/senate/18.md
new file mode 100644
index 0000000000..e1dc915e16
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 18"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 18
+
+State Senate district 18 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/19.md b/data/jurisdictions/us/states/il/districts/senate/19.md
new file mode 100644
index 0000000000..0c05d285b5
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 19"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 19
+
+State Senate district 19 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/2.md b/data/jurisdictions/us/states/il/districts/senate/2.md
new file mode 100644
index 0000000000..73e3bcd37a
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 2"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 2
+
+State Senate district 2 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/20.md b/data/jurisdictions/us/states/il/districts/senate/20.md
new file mode 100644
index 0000000000..5e0f59f40d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 20"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 20
+
+State Senate district 20 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/21.md b/data/jurisdictions/us/states/il/districts/senate/21.md
new file mode 100644
index 0000000000..3765b9226f
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 21"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 21
+
+State Senate district 21 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/22.md b/data/jurisdictions/us/states/il/districts/senate/22.md
new file mode 100644
index 0000000000..d0d3163b77
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 22"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 22
+
+State Senate district 22 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/23.md b/data/jurisdictions/us/states/il/districts/senate/23.md
new file mode 100644
index 0000000000..460ea3ccf2
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 23"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 23
+
+State Senate district 23 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/24.md b/data/jurisdictions/us/states/il/districts/senate/24.md
new file mode 100644
index 0000000000..501d7b8dfb
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 24"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 24
+
+State Senate district 24 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/25.md b/data/jurisdictions/us/states/il/districts/senate/25.md
new file mode 100644
index 0000000000..3daab7dee4
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 25"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 25
+
+State Senate district 25 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/26.md b/data/jurisdictions/us/states/il/districts/senate/26.md
new file mode 100644
index 0000000000..e2692f4a6d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 26"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 26
+
+State Senate district 26 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/27.md b/data/jurisdictions/us/states/il/districts/senate/27.md
new file mode 100644
index 0000000000..4bf495dd1d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 27"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 27
+
+State Senate district 27 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/28.md b/data/jurisdictions/us/states/il/districts/senate/28.md
new file mode 100644
index 0000000000..49ed4f3ba1
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 28"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 28
+
+State Senate district 28 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/29.md b/data/jurisdictions/us/states/il/districts/senate/29.md
new file mode 100644
index 0000000000..29e0cb81b6
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 29"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 29
+
+State Senate district 29 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/3.md b/data/jurisdictions/us/states/il/districts/senate/3.md
new file mode 100644
index 0000000000..4f5dc155d0
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 3"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 3
+
+State Senate district 3 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/30.md b/data/jurisdictions/us/states/il/districts/senate/30.md
new file mode 100644
index 0000000000..8699fde7e4
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 30"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 30
+
+State Senate district 30 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/31.md b/data/jurisdictions/us/states/il/districts/senate/31.md
new file mode 100644
index 0000000000..cff2c680c5
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 31"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 31
+
+State Senate district 31 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/32.md b/data/jurisdictions/us/states/il/districts/senate/32.md
new file mode 100644
index 0000000000..286409c65d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 32"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 32
+
+State Senate district 32 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/33.md b/data/jurisdictions/us/states/il/districts/senate/33.md
new file mode 100644
index 0000000000..6b55518ca3
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 33"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 33
+
+State Senate district 33 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/34.md b/data/jurisdictions/us/states/il/districts/senate/34.md
new file mode 100644
index 0000000000..e386c33213
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 34"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 34
+
+State Senate district 34 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/35.md b/data/jurisdictions/us/states/il/districts/senate/35.md
new file mode 100644
index 0000000000..92825790d5
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 35"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 35
+
+State Senate district 35 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/36.md b/data/jurisdictions/us/states/il/districts/senate/36.md
new file mode 100644
index 0000000000..8e2ab8a47b
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 36"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 36
+
+State Senate district 36 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/37.md b/data/jurisdictions/us/states/il/districts/senate/37.md
new file mode 100644
index 0000000000..a3dea1d51d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 37"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 37
+
+State Senate district 37 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/38.md b/data/jurisdictions/us/states/il/districts/senate/38.md
new file mode 100644
index 0000000000..45b719d198
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 38"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 38
+
+State Senate district 38 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/39.md b/data/jurisdictions/us/states/il/districts/senate/39.md
new file mode 100644
index 0000000000..32a7b9ea38
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 39"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 39
+
+State Senate district 39 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/4.md b/data/jurisdictions/us/states/il/districts/senate/4.md
new file mode 100644
index 0000000000..48981e55e7
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 4"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 4
+
+State Senate district 4 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/40.md b/data/jurisdictions/us/states/il/districts/senate/40.md
new file mode 100644
index 0000000000..caaaa3c708
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 40"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 40
+
+State Senate district 40 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/41.md b/data/jurisdictions/us/states/il/districts/senate/41.md
new file mode 100644
index 0000000000..e57c43e389
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 41"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 41
+
+State Senate district 41 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/42.md b/data/jurisdictions/us/states/il/districts/senate/42.md
new file mode 100644
index 0000000000..b5941d5a1e
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 42"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 42
+
+State Senate district 42 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/43.md b/data/jurisdictions/us/states/il/districts/senate/43.md
new file mode 100644
index 0000000000..b61aae6456
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 43"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 43
+
+State Senate district 43 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/44.md b/data/jurisdictions/us/states/il/districts/senate/44.md
new file mode 100644
index 0000000000..6888639d3d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 44"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 44
+
+State Senate district 44 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/45.md b/data/jurisdictions/us/states/il/districts/senate/45.md
new file mode 100644
index 0000000000..1101e498fa
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 45"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 45
+
+State Senate district 45 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/46.md b/data/jurisdictions/us/states/il/districts/senate/46.md
new file mode 100644
index 0000000000..a2ae7ea4df
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 46"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 46
+
+State Senate district 46 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/47.md b/data/jurisdictions/us/states/il/districts/senate/47.md
new file mode 100644
index 0000000000..0c47b3c311
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 47"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 47
+
+State Senate district 47 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/48.md b/data/jurisdictions/us/states/il/districts/senate/48.md
new file mode 100644
index 0000000000..cfe38be00d
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 48"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 48
+
+State Senate district 48 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/49.md b/data/jurisdictions/us/states/il/districts/senate/49.md
new file mode 100644
index 0000000000..5e6a1ba127
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 49"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 49
+
+State Senate district 49 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/5.md b/data/jurisdictions/us/states/il/districts/senate/5.md
new file mode 100644
index 0000000000..f8afc0b0cc
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 5"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 5
+
+State Senate district 5 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/50.md b/data/jurisdictions/us/states/il/districts/senate/50.md
new file mode 100644
index 0000000000..aebb9528ce
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 50"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 50
+
+State Senate district 50 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/51.md b/data/jurisdictions/us/states/il/districts/senate/51.md
new file mode 100644
index 0000000000..f8ac27e3b8
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 51"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 51
+
+State Senate district 51 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/52.md b/data/jurisdictions/us/states/il/districts/senate/52.md
new file mode 100644
index 0000000000..1bdfcb6c0a
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 52"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 52
+
+State Senate district 52 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/53.md b/data/jurisdictions/us/states/il/districts/senate/53.md
new file mode 100644
index 0000000000..6c2b167719
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 53"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 53
+
+State Senate district 53 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/54.md b/data/jurisdictions/us/states/il/districts/senate/54.md
new file mode 100644
index 0000000000..3211e71609
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 54"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 54
+
+State Senate district 54 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/55.md b/data/jurisdictions/us/states/il/districts/senate/55.md
new file mode 100644
index 0000000000..51b1104f1e
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 55"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 55
+
+State Senate district 55 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/56.md b/data/jurisdictions/us/states/il/districts/senate/56.md
new file mode 100644
index 0000000000..8d2bfd6a21
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 56"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 56
+
+State Senate district 56 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/57.md b/data/jurisdictions/us/states/il/districts/senate/57.md
new file mode 100644
index 0000000000..a244d7de1a
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 57"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 57
+
+State Senate district 57 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/58.md b/data/jurisdictions/us/states/il/districts/senate/58.md
new file mode 100644
index 0000000000..0de6745e69
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 58"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 58
+
+State Senate district 58 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/6.md b/data/jurisdictions/us/states/il/districts/senate/6.md
new file mode 100644
index 0000000000..c39ad4fa64
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 6"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 6
+
+State Senate district 6 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/7.md b/data/jurisdictions/us/states/il/districts/senate/7.md
new file mode 100644
index 0000000000..70aa005583
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 7"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 7
+
+State Senate district 7 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/8.md b/data/jurisdictions/us/states/il/districts/senate/8.md
new file mode 100644
index 0000000000..cd628ebf4b
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 8"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 8
+
+State Senate district 8 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/districts/senate/9.md b/data/jurisdictions/us/states/il/districts/senate/9.md
new file mode 100644
index 0000000000..3b37bd6b43
--- /dev/null
+++ b/data/jurisdictions/us/states/il/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IL Senate District 9"
+classification: state-senate-district
+state: "IL"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, il]
+timestamp: "2026-07-03"
+---
+
+# IL Senate District 9
+
+State Senate district 9 (IL).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/il/people/aaron-ortiz.md b/data/jurisdictions/us/states/il/people/aaron-ortiz.md
index 1a7d9e9188..1e06eb53ed 100644
--- a/data/jurisdictions/us/states/il/people/aaron-ortiz.md
+++ b/data/jurisdictions/us/states/il/people/aaron-ortiz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 1"
+represents: "us/states/il/districts/house/1"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 1 (IL State House of Representatives District 1).
 
+Represents [IL State House of Representatives District 1](/us/states/il/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/abdelnasser-rashid.md b/data/jurisdictions/us/states/il/people/abdelnasser-rashid.md
index b23980a709..ecbc9b0db5 100644
--- a/data/jurisdictions/us/states/il/people/abdelnasser-rashid.md
+++ b/data/jurisdictions/us/states/il/people/abdelnasser-rashid.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 21"
+represents: "us/states/il/districts/house/21"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 21 (IL State House of Representatives District 21).
 
+Represents [IL State House of Representatives District 21](/us/states/il/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/adam-niemerg.md b/data/jurisdictions/us/states/il/people/adam-niemerg.md
index bc66df20f8..c6c554eb71 100644
--- a/data/jurisdictions/us/states/il/people/adam-niemerg.md
+++ b/data/jurisdictions/us/states/il/people/adam-niemerg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 102"
+represents: "us/states/il/districts/house/102"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 102 (IL State House of Representatives District 102).
 
+Represents [IL State House of Representatives District 102](/us/states/il/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/adriane-johnson.md b/data/jurisdictions/us/states/il/people/adriane-johnson.md
index 64073dfc19..cd876aa54f 100644
--- a/data/jurisdictions/us/states/il/people/adriane-johnson.md
+++ b/data/jurisdictions/us/states/il/people/adriane-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 30"
+represents: "us/states/il/districts/senate/30"
 tenure:
   start: "2020-10-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 30 (IL State Senate District 30).
 
+Represents [IL State Senate District 30](/us/states/il/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/amy-elik.md b/data/jurisdictions/us/states/il/people/amy-elik.md
index 139a295004..68f4cfa7ee 100644
--- a/data/jurisdictions/us/states/il/people/amy-elik.md
+++ b/data/jurisdictions/us/states/il/people/amy-elik.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 111"
+represents: "us/states/il/districts/house/111"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 111 (IL State House of Representatives District 111).
 
+Represents [IL State House of Representatives District 111](/us/states/il/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/amy-grant.md b/data/jurisdictions/us/states/il/people/amy-grant.md
index d872714d7d..ac30c118ca 100644
--- a/data/jurisdictions/us/states/il/people/amy-grant.md
+++ b/data/jurisdictions/us/states/il/people/amy-grant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 47"
+represents: "us/states/il/districts/house/47"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 47 (IL State House of Representatives District 47).
 
+Represents [IL State House of Representatives District 47](/us/states/il/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/andrew-chesney.md b/data/jurisdictions/us/states/il/people/andrew-chesney.md
index fb410e701f..a382fbab50 100644
--- a/data/jurisdictions/us/states/il/people/andrew-chesney.md
+++ b/data/jurisdictions/us/states/il/people/andrew-chesney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 45"
+represents: "us/states/il/districts/senate/45"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 45 (IL State Senate District 45).
 
+Represents [IL State Senate District 45](/us/states/il/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/angie-guerrero-cuellar.md b/data/jurisdictions/us/states/il/people/angie-guerrero-cuellar.md
index aab8282899..ffdebe46c5 100644
--- a/data/jurisdictions/us/states/il/people/angie-guerrero-cuellar.md
+++ b/data/jurisdictions/us/states/il/people/angie-guerrero-cuellar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 22"
+represents: "us/states/il/districts/house/22"
 tenure:
   start: "2021-02-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 22 (IL State House of Representatives District 22).
 
+Represents [IL State House of Representatives District 22](/us/states/il/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/ann-williams.md b/data/jurisdictions/us/states/il/people/ann-williams.md
index 5a849bea2c..a6ff702b31 100644
--- a/data/jurisdictions/us/states/il/people/ann-williams.md
+++ b/data/jurisdictions/us/states/il/people/ann-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 11"
+represents: "us/states/il/districts/house/11"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 11 (IL State House of Representatives District 11).
 
+Represents [IL State House of Representatives District 11](/us/states/il/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/anna-moeller.md b/data/jurisdictions/us/states/il/people/anna-moeller.md
index 3c0ee44f43..c04e8a3e4a 100644
--- a/data/jurisdictions/us/states/il/people/anna-moeller.md
+++ b/data/jurisdictions/us/states/il/people/anna-moeller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 43"
+represents: "us/states/il/districts/house/43"
 tenure:
   start: "2014-03-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 43 (IL State House of Representatives District 43).
 
+Represents [IL State House of Representatives District 43](/us/states/il/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/anne-stava.md b/data/jurisdictions/us/states/il/people/anne-stava.md
index da8f404f98..5efea48067 100644
--- a/data/jurisdictions/us/states/il/people/anne-stava.md
+++ b/data/jurisdictions/us/states/il/people/anne-stava.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 81"
+represents: "us/states/il/districts/house/81"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 81 (IL State House of Representatives District 81).
 
+Represents [IL State House of Representatives District 81](/us/states/il/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/anthony-deluca.md b/data/jurisdictions/us/states/il/people/anthony-deluca.md
index 2ad39bdab2..1710ab33fe 100644
--- a/data/jurisdictions/us/states/il/people/anthony-deluca.md
+++ b/data/jurisdictions/us/states/il/people/anthony-deluca.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 80"
+represents: "us/states/il/districts/house/80"
 tenure:
   start: "2009-03-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 80 (IL State House of Representatives District 80).
 
+Represents [IL State House of Representatives District 80](/us/states/il/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/barbara-hernandez.md b/data/jurisdictions/us/states/il/people/barbara-hernandez.md
index ea6a274672..c53291faf4 100644
--- a/data/jurisdictions/us/states/il/people/barbara-hernandez.md
+++ b/data/jurisdictions/us/states/il/people/barbara-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 50"
+represents: "us/states/il/districts/house/50"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 50 (IL State House of Representatives District 50).
 
+Represents [IL State House of Representatives District 50](/us/states/il/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/bill-cunningham.md b/data/jurisdictions/us/states/il/people/bill-cunningham.md
index 97107af49e..a59bca641b 100644
--- a/data/jurisdictions/us/states/il/people/bill-cunningham.md
+++ b/data/jurisdictions/us/states/il/people/bill-cunningham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 18"
+represents: "us/states/il/districts/senate/18"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 18 (IL State Senate District 18).
 
+Represents [IL State Senate District 18](/us/states/il/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/bill-hauter.md b/data/jurisdictions/us/states/il/people/bill-hauter.md
index ebccf782fd..e3c622d905 100644
--- a/data/jurisdictions/us/states/il/people/bill-hauter.md
+++ b/data/jurisdictions/us/states/il/people/bill-hauter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 87"
+represents: "us/states/il/districts/house/87"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 87 (IL State House of Representatives District 87).
 
+Represents [IL State House of Representatives District 87](/us/states/il/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/blaine-wilhour.md b/data/jurisdictions/us/states/il/people/blaine-wilhour.md
index 676d68e728..4b55bb7b31 100644
--- a/data/jurisdictions/us/states/il/people/blaine-wilhour.md
+++ b/data/jurisdictions/us/states/il/people/blaine-wilhour.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 110"
+represents: "us/states/il/districts/house/110"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 110 (IL State House of Representatives District 110).
 
+Represents [IL State House of Representatives District 110](/us/states/il/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/bob-morgan.md b/data/jurisdictions/us/states/il/people/bob-morgan.md
index 5a8e541b8e..82ce5d19ac 100644
--- a/data/jurisdictions/us/states/il/people/bob-morgan.md
+++ b/data/jurisdictions/us/states/il/people/bob-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 58"
+represents: "us/states/il/districts/house/58"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 58 (IL State House of Representatives District 58).
 
+Represents [IL State House of Representatives District 58](/us/states/il/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/bob-rita.md b/data/jurisdictions/us/states/il/people/bob-rita.md
index 4de50912f0..a8cef0409a 100644
--- a/data/jurisdictions/us/states/il/people/bob-rita.md
+++ b/data/jurisdictions/us/states/il/people/bob-rita.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 28"
+represents: "us/states/il/districts/house/28"
 tenure:
   start: "2003-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 28 (IL State House of Representatives District 28).
 
+Represents [IL State House of Representatives District 28](/us/states/il/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/brad-fritts.md b/data/jurisdictions/us/states/il/people/brad-fritts.md
index 85db285da2..3c26787332 100644
--- a/data/jurisdictions/us/states/il/people/brad-fritts.md
+++ b/data/jurisdictions/us/states/il/people/brad-fritts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 74"
+represents: "us/states/il/districts/house/74"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 74 (IL State House of Representatives District 74).
 
+Represents [IL State House of Representatives District 74](/us/states/il/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/brad-halbrook.md b/data/jurisdictions/us/states/il/people/brad-halbrook.md
index f08b56ad59..17a208fe9f 100644
--- a/data/jurisdictions/us/states/il/people/brad-halbrook.md
+++ b/data/jurisdictions/us/states/il/people/brad-halbrook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 107"
+represents: "us/states/il/districts/house/107"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 107 (IL State House of Representatives District 107).
 
+Represents [IL State House of Representatives District 107](/us/states/il/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/brad-stephens.md b/data/jurisdictions/us/states/il/people/brad-stephens.md
index 4adf7b022e..ac45645c53 100644
--- a/data/jurisdictions/us/states/il/people/brad-stephens.md
+++ b/data/jurisdictions/us/states/il/people/brad-stephens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 20"
+represents: "us/states/il/districts/house/20"
 tenure:
   start: "2019-06-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 20 (IL State House of Representatives District 20).
 
+Represents [IL State House of Representatives District 20](/us/states/il/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/brandun-schweizer.md b/data/jurisdictions/us/states/il/people/brandun-schweizer.md
index 5f083adcca..623879cd38 100644
--- a/data/jurisdictions/us/states/il/people/brandun-schweizer.md
+++ b/data/jurisdictions/us/states/il/people/brandun-schweizer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 104"
+represents: "us/states/il/districts/house/104"
 tenure:
   start: "2023-12-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 104 (IL State House of Representatives District 104).
 
+Represents [IL State House of Representatives District 104](/us/states/il/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/c-d-davidsmeyer.md b/data/jurisdictions/us/states/il/people/c-d-davidsmeyer.md
index 4eecce2b78..01c2c09ed4 100644
--- a/data/jurisdictions/us/states/il/people/c-d-davidsmeyer.md
+++ b/data/jurisdictions/us/states/il/people/c-d-davidsmeyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 100"
+represents: "us/states/il/districts/house/100"
 tenure:
   start: "2012-12-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 100 (IL State House of Representatives District 100).
 
+Represents [IL State House of Representatives District 100](/us/states/il/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/camille-lilly.md b/data/jurisdictions/us/states/il/people/camille-lilly.md
index de73bcae65..390e2b7c23 100644
--- a/data/jurisdictions/us/states/il/people/camille-lilly.md
+++ b/data/jurisdictions/us/states/il/people/camille-lilly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 78"
+represents: "us/states/il/districts/house/78"
 tenure:
   start: "2010-04-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 78 (IL State House of Representatives District 78).
 
+Represents [IL State House of Representatives District 78](/us/states/il/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/carol-ammons.md b/data/jurisdictions/us/states/il/people/carol-ammons.md
index 538ff5c9ba..140b78d689 100644
--- a/data/jurisdictions/us/states/il/people/carol-ammons.md
+++ b/data/jurisdictions/us/states/il/people/carol-ammons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 103"
+represents: "us/states/il/districts/house/103"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 103 (IL State House of Representatives District 103).
 
+Represents [IL State House of Representatives District 103](/us/states/il/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/celina-villanueva.md b/data/jurisdictions/us/states/il/people/celina-villanueva.md
index 6a4b140351..9e817b8ce9 100644
--- a/data/jurisdictions/us/states/il/people/celina-villanueva.md
+++ b/data/jurisdictions/us/states/il/people/celina-villanueva.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 12"
+represents: "us/states/il/districts/senate/12"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 12 (IL State Senate District 12).
 
+Represents [IL State Senate District 12](/us/states/il/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/chapin-rose.md b/data/jurisdictions/us/states/il/people/chapin-rose.md
index ee7202a98e..79081d824c 100644
--- a/data/jurisdictions/us/states/il/people/chapin-rose.md
+++ b/data/jurisdictions/us/states/il/people/chapin-rose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 51"
+represents: "us/states/il/districts/senate/51"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 51 (IL State Senate District 51).
 
+Represents [IL State Senate District 51](/us/states/il/districts/senate/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/charlie-meier.md b/data/jurisdictions/us/states/il/people/charlie-meier.md
index e9fe05e352..c0c4f2d909 100644
--- a/data/jurisdictions/us/states/il/people/charlie-meier.md
+++ b/data/jurisdictions/us/states/il/people/charlie-meier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 109"
+represents: "us/states/il/districts/house/109"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 109 (IL State House of Representatives District 109).
 
+Represents [IL State House of Representatives District 109](/us/states/il/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/chris-balkema.md b/data/jurisdictions/us/states/il/people/chris-balkema.md
index 34bf57c824..e6324b39a6 100644
--- a/data/jurisdictions/us/states/il/people/chris-balkema.md
+++ b/data/jurisdictions/us/states/il/people/chris-balkema.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 53"
+represents: "us/states/il/districts/senate/53"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 53 (IL State Senate District 53).
 
+Represents [IL State Senate District 53](/us/states/il/districts/senate/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/chris-miller.md b/data/jurisdictions/us/states/il/people/chris-miller.md
index 88142bf62d..defa339d22 100644
--- a/data/jurisdictions/us/states/il/people/chris-miller.md
+++ b/data/jurisdictions/us/states/il/people/chris-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 101"
+represents: "us/states/il/districts/house/101"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 101 (IL State House of Representatives District 101).
 
+Represents [IL State House of Representatives District 101](/us/states/il/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/chris-welch.md b/data/jurisdictions/us/states/il/people/chris-welch.md
index bd1fbe4d8d..f8684ed380 100644
--- a/data/jurisdictions/us/states/il/people/chris-welch.md
+++ b/data/jurisdictions/us/states/il/people/chris-welch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 7"
+represents: "us/states/il/districts/house/7"
 tenure:
   start: "2013-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 7 (IL State House of Representatives District 7).
 
+Represents [IL State House of Representatives District 7](/us/states/il/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/christopher-belt.md b/data/jurisdictions/us/states/il/people/christopher-belt.md
index db3753ad8c..0c408d8cad 100644
--- a/data/jurisdictions/us/states/il/people/christopher-belt.md
+++ b/data/jurisdictions/us/states/il/people/christopher-belt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 57"
+represents: "us/states/il/districts/senate/57"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 57 (IL State Senate District 57).
 
+Represents [IL State Senate District 57](/us/states/il/districts/senate/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/craig-wilcox.md b/data/jurisdictions/us/states/il/people/craig-wilcox.md
index 0e28f987a4..e853f58086 100644
--- a/data/jurisdictions/us/states/il/people/craig-wilcox.md
+++ b/data/jurisdictions/us/states/il/people/craig-wilcox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 32"
+represents: "us/states/il/districts/senate/32"
 tenure:
   start: "2018-09-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 32 (IL State Senate District 32).
 
+Represents [IL State Senate District 32](/us/states/il/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/cristina-castro.md b/data/jurisdictions/us/states/il/people/cristina-castro.md
index 871ea9500d..67f1ef547f 100644
--- a/data/jurisdictions/us/states/il/people/cristina-castro.md
+++ b/data/jurisdictions/us/states/il/people/cristina-castro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 22"
+represents: "us/states/il/districts/senate/22"
 tenure:
   start: "2017-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 22 (IL State Senate District 22).
 
+Represents [IL State Senate District 22](/us/states/il/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/curtis-tarver.md b/data/jurisdictions/us/states/il/people/curtis-tarver.md
index 83070046b9..c1f201d1ef 100644
--- a/data/jurisdictions/us/states/il/people/curtis-tarver.md
+++ b/data/jurisdictions/us/states/il/people/curtis-tarver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 25"
+represents: "us/states/il/districts/house/25"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 25 (IL State House of Representatives District 25).
 
+Represents [IL State House of Representatives District 25](/us/states/il/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/dan-didech.md b/data/jurisdictions/us/states/il/people/dan-didech.md
index c49ff0b30e..e54ecc8141 100644
--- a/data/jurisdictions/us/states/il/people/dan-didech.md
+++ b/data/jurisdictions/us/states/il/people/dan-didech.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 59"
+represents: "us/states/il/districts/house/59"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 59 (IL State House of Representatives District 59).
 
+Represents [IL State House of Representatives District 59](/us/states/il/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/dan-swanson.md b/data/jurisdictions/us/states/il/people/dan-swanson.md
index ae0590bb91..9462600ac8 100644
--- a/data/jurisdictions/us/states/il/people/dan-swanson.md
+++ b/data/jurisdictions/us/states/il/people/dan-swanson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 71"
+represents: "us/states/il/districts/house/71"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 71 (IL State House of Representatives District 71).
 
+Represents [IL State House of Representatives District 71](/us/states/il/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/dan-ugaste.md b/data/jurisdictions/us/states/il/people/dan-ugaste.md
index cdedb38166..55a7934ff6 100644
--- a/data/jurisdictions/us/states/il/people/dan-ugaste.md
+++ b/data/jurisdictions/us/states/il/people/dan-ugaste.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 65"
+represents: "us/states/il/districts/house/65"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 65 (IL State House of Representatives District 65).
 
+Represents [IL State House of Representatives District 65](/us/states/il/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/darby-hills.md b/data/jurisdictions/us/states/il/people/darby-hills.md
index dc59151ffb..b05b597367 100644
--- a/data/jurisdictions/us/states/il/people/darby-hills.md
+++ b/data/jurisdictions/us/states/il/people/darby-hills.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 26"
+represents: "us/states/il/districts/senate/26"
 tenure:
   start: "2025-02-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 26 (IL State Senate District 26).
 
+Represents [IL State Senate District 26](/us/states/il/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/dave-koehler.md b/data/jurisdictions/us/states/il/people/dave-koehler.md
index cc4a26453a..c3e0bc70ff 100644
--- a/data/jurisdictions/us/states/il/people/dave-koehler.md
+++ b/data/jurisdictions/us/states/il/people/dave-koehler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 46"
+represents: "us/states/il/districts/senate/46"
 tenure:
   start: "2006-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 46 (IL State Senate District 46).
 
+Represents [IL State Senate District 46](/us/states/il/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/dave-severin.md b/data/jurisdictions/us/states/il/people/dave-severin.md
index 74bc2df44e..67cc9d9821 100644
--- a/data/jurisdictions/us/states/il/people/dave-severin.md
+++ b/data/jurisdictions/us/states/il/people/dave-severin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 116"
+represents: "us/states/il/districts/house/116"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 116 (IL State House of Representatives District 116).
 
+Represents [IL State House of Representatives District 116](/us/states/il/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/dave-syverson.md b/data/jurisdictions/us/states/il/people/dave-syverson.md
index c70bdba6c6..374ebe6455 100644
--- a/data/jurisdictions/us/states/il/people/dave-syverson.md
+++ b/data/jurisdictions/us/states/il/people/dave-syverson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 35"
+represents: "us/states/il/districts/senate/35"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 35 (IL State Senate District 35).
 
+Represents [IL State Senate District 35](/us/states/il/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/dave-vella.md b/data/jurisdictions/us/states/il/people/dave-vella.md
index 2ac0d90561..4a4529e1c5 100644
--- a/data/jurisdictions/us/states/il/people/dave-vella.md
+++ b/data/jurisdictions/us/states/il/people/dave-vella.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 68"
+represents: "us/states/il/districts/house/68"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 68 (IL State House of Representatives District 68).
 
+Represents [IL State House of Representatives District 68](/us/states/il/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/david-friess.md b/data/jurisdictions/us/states/il/people/david-friess.md
index 5187117fc6..bfd5584c32 100644
--- a/data/jurisdictions/us/states/il/people/david-friess.md
+++ b/data/jurisdictions/us/states/il/people/david-friess.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 115"
+represents: "us/states/il/districts/house/115"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 115 (IL State House of Representatives District 115).
 
+Represents [IL State House of Representatives District 115](/us/states/il/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/debbie-meyers-martin.md b/data/jurisdictions/us/states/il/people/debbie-meyers-martin.md
index f8123b4d72..39be1fc830 100644
--- a/data/jurisdictions/us/states/il/people/debbie-meyers-martin.md
+++ b/data/jurisdictions/us/states/il/people/debbie-meyers-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 38"
+represents: "us/states/il/districts/house/38"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 38 (IL State House of Representatives District 38).
 
+Represents [IL State House of Representatives District 38](/us/states/il/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/dee-avelar.md b/data/jurisdictions/us/states/il/people/dee-avelar.md
index 5e6862786f..a7a47ee188 100644
--- a/data/jurisdictions/us/states/il/people/dee-avelar.md
+++ b/data/jurisdictions/us/states/il/people/dee-avelar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 85"
+represents: "us/states/il/districts/house/85"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 85 (IL State House of Representatives District 85).
 
+Represents [IL State House of Representatives District 85](/us/states/il/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/dennis-tipsword.md b/data/jurisdictions/us/states/il/people/dennis-tipsword.md
index 1b60def199..e133554e69 100644
--- a/data/jurisdictions/us/states/il/people/dennis-tipsword.md
+++ b/data/jurisdictions/us/states/il/people/dennis-tipsword.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 105"
+represents: "us/states/il/districts/house/105"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 105 (IL State House of Representatives District 105).
 
+Represents [IL State House of Representatives District 105](/us/states/il/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/diane-blair-sherlock.md b/data/jurisdictions/us/states/il/people/diane-blair-sherlock.md
index 5e4a3bb59e..db6ec6ad92 100644
--- a/data/jurisdictions/us/states/il/people/diane-blair-sherlock.md
+++ b/data/jurisdictions/us/states/il/people/diane-blair-sherlock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 46"
+represents: "us/states/il/districts/house/46"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 46 (IL State House of Representatives District 46).
 
+Represents [IL State House of Representatives District 46](/us/states/il/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/don-dewitte.md b/data/jurisdictions/us/states/il/people/don-dewitte.md
index 6b97243f42..00bc5efa7a 100644
--- a/data/jurisdictions/us/states/il/people/don-dewitte.md
+++ b/data/jurisdictions/us/states/il/people/don-dewitte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 33"
+represents: "us/states/il/districts/senate/33"
 tenure:
   start: "2018-09-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 33 (IL State Senate District 33).
 
+Represents [IL State Senate District 33](/us/states/il/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/don-harmon.md b/data/jurisdictions/us/states/il/people/don-harmon.md
index b8a5acc9ac..6894021c9b 100644
--- a/data/jurisdictions/us/states/il/people/don-harmon.md
+++ b/data/jurisdictions/us/states/il/people/don-harmon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 39"
+represents: "us/states/il/districts/senate/39"
 tenure:
   start: "2003-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 39 (IL State Senate District 39).
 
+Represents [IL State Senate District 39](/us/states/il/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/doris-turner.md b/data/jurisdictions/us/states/il/people/doris-turner.md
index a6b80b473c..b3a3a626bc 100644
--- a/data/jurisdictions/us/states/il/people/doris-turner.md
+++ b/data/jurisdictions/us/states/il/people/doris-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 48"
+represents: "us/states/il/districts/senate/48"
 tenure:
   start: "2021-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 48 (IL State Senate District 48).
 
+Represents [IL State Senate District 48](/us/states/il/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/edgar-gonzalez.md b/data/jurisdictions/us/states/il/people/edgar-gonzalez.md
index 125c305bd8..d91ebe56de 100644
--- a/data/jurisdictions/us/states/il/people/edgar-gonzalez.md
+++ b/data/jurisdictions/us/states/il/people/edgar-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 23"
+represents: "us/states/il/districts/house/23"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 23 (IL State House of Representatives District 23).
 
+Represents [IL State House of Representatives District 23](/us/states/il/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/elgie-sims.md b/data/jurisdictions/us/states/il/people/elgie-sims.md
index 13c9ea8dc8..98d863ee50 100644
--- a/data/jurisdictions/us/states/il/people/elgie-sims.md
+++ b/data/jurisdictions/us/states/il/people/elgie-sims.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 17"
+represents: "us/states/il/districts/senate/17"
 tenure:
   start: "2018-01-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 17 (IL State Senate District 17).
 
+Represents [IL State Senate District 17](/us/states/il/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/emil-jones.md b/data/jurisdictions/us/states/il/people/emil-jones.md
index 2ffce0e3ab..ddc1323889 100644
--- a/data/jurisdictions/us/states/il/people/emil-jones.md
+++ b/data/jurisdictions/us/states/il/people/emil-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 14"
+represents: "us/states/il/districts/senate/14"
 tenure:
   start: "2009-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 14 (IL State Senate District 14).
 
+Represents [IL State Senate District 14](/us/states/il/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/erica-harriss.md b/data/jurisdictions/us/states/il/people/erica-harriss.md
index 353ba3bce4..929f0dac3f 100644
--- a/data/jurisdictions/us/states/il/people/erica-harriss.md
+++ b/data/jurisdictions/us/states/il/people/erica-harriss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 56"
+represents: "us/states/il/districts/senate/56"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 56 (IL State Senate District 56).
 
+Represents [IL State Senate District 56](/us/states/il/districts/senate/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/eva-dina-delgado.md b/data/jurisdictions/us/states/il/people/eva-dina-delgado.md
index a9b01d9a76..2621ed9852 100644
--- a/data/jurisdictions/us/states/il/people/eva-dina-delgado.md
+++ b/data/jurisdictions/us/states/il/people/eva-dina-delgado.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 3"
+represents: "us/states/il/districts/house/3"
 tenure:
   start: "2019-11-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 3 (IL State House of Representatives District 3).
 
+Represents [IL State House of Representatives District 3](/us/states/il/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/fred-crespo.md b/data/jurisdictions/us/states/il/people/fred-crespo.md
index bf83a7f093..25d00b6ad9 100644
--- a/data/jurisdictions/us/states/il/people/fred-crespo.md
+++ b/data/jurisdictions/us/states/il/people/fred-crespo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 44"
+represents: "us/states/il/districts/house/44"
 tenure:
   start: "2007-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 44 (IL State House of Representatives District 44).
 
+Represents [IL State House of Representatives District 44](/us/states/il/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/graciela-guzman.md b/data/jurisdictions/us/states/il/people/graciela-guzman.md
index 239a769112..b1f7503d0e 100644
--- a/data/jurisdictions/us/states/il/people/graciela-guzman.md
+++ b/data/jurisdictions/us/states/il/people/graciela-guzman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 20"
+represents: "us/states/il/districts/senate/20"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 20 (IL State Senate District 20).
 
+Represents [IL State Senate District 20](/us/states/il/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/gregg-johnson.md b/data/jurisdictions/us/states/il/people/gregg-johnson.md
index 9ab25972f0..4fe5996e23 100644
--- a/data/jurisdictions/us/states/il/people/gregg-johnson.md
+++ b/data/jurisdictions/us/states/il/people/gregg-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 72"
+represents: "us/states/il/districts/house/72"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 72 (IL State House of Representatives District 72).
 
+Represents [IL State House of Representatives District 72](/us/states/il/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/harry-benton.md b/data/jurisdictions/us/states/il/people/harry-benton.md
index dee8bde6fc..82b8c9996b 100644
--- a/data/jurisdictions/us/states/il/people/harry-benton.md
+++ b/data/jurisdictions/us/states/il/people/harry-benton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 97"
+represents: "us/states/il/districts/house/97"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 97 (IL State House of Representatives District 97).
 
+Represents [IL State House of Representatives District 97](/us/states/il/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/hoan-huynh.md b/data/jurisdictions/us/states/il/people/hoan-huynh.md
index fc58916da2..dbf6628f39 100644
--- a/data/jurisdictions/us/states/il/people/hoan-huynh.md
+++ b/data/jurisdictions/us/states/il/people/hoan-huynh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 13"
+represents: "us/states/il/districts/house/13"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 13 (IL State House of Representatives District 13).
 
+Represents [IL State House of Representatives District 13](/us/states/il/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jackie-haas.md b/data/jurisdictions/us/states/il/people/jackie-haas.md
index da52739fca..4dfb84aa99 100644
--- a/data/jurisdictions/us/states/il/people/jackie-haas.md
+++ b/data/jurisdictions/us/states/il/people/jackie-haas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 79"
+represents: "us/states/il/districts/house/79"
 tenure:
   start: "2020-12-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 79 (IL State House of Representatives District 79).
 
+Represents [IL State House of Representatives District 79](/us/states/il/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jaime-andrade.md b/data/jurisdictions/us/states/il/people/jaime-andrade.md
index c7358fede9..acf634ed75 100644
--- a/data/jurisdictions/us/states/il/people/jaime-andrade.md
+++ b/data/jurisdictions/us/states/il/people/jaime-andrade.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 40"
+represents: "us/states/il/districts/house/40"
 tenure:
   start: "2013-08-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 40 (IL State House of Representatives District 40).
 
+Represents [IL State House of Representatives District 40](/us/states/il/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/janet-yang-rohr.md b/data/jurisdictions/us/states/il/people/janet-yang-rohr.md
index b76416ec67..ea60d425ce 100644
--- a/data/jurisdictions/us/states/il/people/janet-yang-rohr.md
+++ b/data/jurisdictions/us/states/il/people/janet-yang-rohr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 41"
+represents: "us/states/il/districts/house/41"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 41 (IL State House of Representatives District 41).
 
+Represents [IL State House of Representatives District 41](/us/states/il/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jason-bunting.md b/data/jurisdictions/us/states/il/people/jason-bunting.md
index 7083787815..647ffb2b94 100644
--- a/data/jurisdictions/us/states/il/people/jason-bunting.md
+++ b/data/jurisdictions/us/states/il/people/jason-bunting.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 106"
+represents: "us/states/il/districts/house/106"
 tenure:
   start: "2023-02-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 106 (IL State House of Representatives District 106).
 
+Represents [IL State House of Representatives District 106](/us/states/il/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jason-plummer.md b/data/jurisdictions/us/states/il/people/jason-plummer.md
index e0363532f7..0b4684b2dd 100644
--- a/data/jurisdictions/us/states/il/people/jason-plummer.md
+++ b/data/jurisdictions/us/states/il/people/jason-plummer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 55"
+represents: "us/states/il/districts/senate/55"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 55 (IL State Senate District 55).
 
+Represents [IL State Senate District 55](/us/states/il/districts/senate/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/javier-cervantes.md b/data/jurisdictions/us/states/il/people/javier-cervantes.md
index 8d5d013460..8ea2f69d7a 100644
--- a/data/jurisdictions/us/states/il/people/javier-cervantes.md
+++ b/data/jurisdictions/us/states/il/people/javier-cervantes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 1"
+represents: "us/states/il/districts/senate/1"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 1 (IL State Senate District 1).
 
+Represents [IL State Senate District 1](/us/states/il/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jay-hoffman.md b/data/jurisdictions/us/states/il/people/jay-hoffman.md
index 70daeaaa58..90a7fb736b 100644
--- a/data/jurisdictions/us/states/il/people/jay-hoffman.md
+++ b/data/jurisdictions/us/states/il/people/jay-hoffman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 113"
+represents: "us/states/il/districts/house/113"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 113 (IL State House of Representatives District 113).
 
+Represents [IL State House of Representatives District 113](/us/states/il/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jed-davis.md b/data/jurisdictions/us/states/il/people/jed-davis.md
index fa70fd74ff..5bd363cbe1 100644
--- a/data/jurisdictions/us/states/il/people/jed-davis.md
+++ b/data/jurisdictions/us/states/il/people/jed-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 75"
+represents: "us/states/il/districts/house/75"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 75 (IL State House of Representatives District 75).
 
+Represents [IL State House of Representatives District 75](/us/states/il/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jeff-keicher.md b/data/jurisdictions/us/states/il/people/jeff-keicher.md
index e0a8fb9dd3..aebf4fac3b 100644
--- a/data/jurisdictions/us/states/il/people/jeff-keicher.md
+++ b/data/jurisdictions/us/states/il/people/jeff-keicher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 70"
+represents: "us/states/il/districts/house/70"
 tenure:
   start: "2018-07-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 70 (IL State House of Representatives District 70).
 
+Represents [IL State House of Representatives District 70](/us/states/il/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jehan-gordon-booth.md b/data/jurisdictions/us/states/il/people/jehan-gordon-booth.md
index cae68da7bf..2549761d0b 100644
--- a/data/jurisdictions/us/states/il/people/jehan-gordon-booth.md
+++ b/data/jurisdictions/us/states/il/people/jehan-gordon-booth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 92"
+represents: "us/states/il/districts/house/92"
 tenure:
   start: "2009-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 92 (IL State House of Representatives District 92).
 
+Represents [IL State House of Representatives District 92](/us/states/il/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jen-gong-gershowitz.md b/data/jurisdictions/us/states/il/people/jen-gong-gershowitz.md
index cace6b2881..6f3ac4fa83 100644
--- a/data/jurisdictions/us/states/il/people/jen-gong-gershowitz.md
+++ b/data/jurisdictions/us/states/il/people/jen-gong-gershowitz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 17"
+represents: "us/states/il/districts/house/17"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 17 (IL State House of Representatives District 17).
 
+Represents [IL State House of Representatives District 17](/us/states/il/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jennifer-sanalitro.md b/data/jurisdictions/us/states/il/people/jennifer-sanalitro.md
index 7ba37c9d9d..2d9a56b644 100644
--- a/data/jurisdictions/us/states/il/people/jennifer-sanalitro.md
+++ b/data/jurisdictions/us/states/il/people/jennifer-sanalitro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 48"
+represents: "us/states/il/districts/house/48"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 48 (IL State House of Representatives District 48).
 
+Represents [IL State House of Representatives District 48](/us/states/il/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/jil-tracy.md b/data/jurisdictions/us/states/il/people/jil-tracy.md
index b1be7406bd..759577f6f3 100644
--- a/data/jurisdictions/us/states/il/people/jil-tracy.md
+++ b/data/jurisdictions/us/states/il/people/jil-tracy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 50"
+represents: "us/states/il/districts/senate/50"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 50 (IL State Senate District 50).
 
+Represents [IL State Senate District 50](/us/states/il/districts/senate/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/joe-sosnowski.md b/data/jurisdictions/us/states/il/people/joe-sosnowski.md
index 6302baf302..95f9e6525a 100644
--- a/data/jurisdictions/us/states/il/people/joe-sosnowski.md
+++ b/data/jurisdictions/us/states/il/people/joe-sosnowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 69"
+represents: "us/states/il/districts/house/69"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 69 (IL State House of Representatives District 69).
 
+Represents [IL State House of Representatives District 69](/us/states/il/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/john-cabello.md b/data/jurisdictions/us/states/il/people/john-cabello.md
index 72683f2353..74c7d43850 100644
--- a/data/jurisdictions/us/states/il/people/john-cabello.md
+++ b/data/jurisdictions/us/states/il/people/john-cabello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 90"
+represents: "us/states/il/districts/house/90"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 90 (IL State House of Representatives District 90).
 
+Represents [IL State House of Representatives District 90](/us/states/il/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/john-curran.md b/data/jurisdictions/us/states/il/people/john-curran.md
index 744b9fe3d8..fe4c17ce24 100644
--- a/data/jurisdictions/us/states/il/people/john-curran.md
+++ b/data/jurisdictions/us/states/il/people/john-curran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 41"
+represents: "us/states/il/districts/senate/41"
 tenure:
   start: "2017-07-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 41 (IL State Senate District 41).
 
+Represents [IL State Senate District 41](/us/states/il/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/joyce-mason.md b/data/jurisdictions/us/states/il/people/joyce-mason.md
index 100ed4a35d..1bd50ffc4c 100644
--- a/data/jurisdictions/us/states/il/people/joyce-mason.md
+++ b/data/jurisdictions/us/states/il/people/joyce-mason.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 61"
+represents: "us/states/il/districts/house/61"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 61 (IL State House of Representatives District 61).
 
+Represents [IL State House of Representatives District 61](/us/states/il/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/julie-morrison.md b/data/jurisdictions/us/states/il/people/julie-morrison.md
index 610b651caa..686362a4e4 100644
--- a/data/jurisdictions/us/states/il/people/julie-morrison.md
+++ b/data/jurisdictions/us/states/il/people/julie-morrison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 29"
+represents: "us/states/il/districts/senate/29"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 29 (IL State Senate District 29).
 
+Represents [IL State Senate District 29](/us/states/il/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/justin-cochran.md b/data/jurisdictions/us/states/il/people/justin-cochran.md
index df1f3f3dc9..aee5f248ee 100644
--- a/data/jurisdictions/us/states/il/people/justin-cochran.md
+++ b/data/jurisdictions/us/states/il/people/justin-cochran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 55"
+represents: "us/states/il/districts/house/55"
 tenure:
   start: "2025-12-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 55 (IL State House of Representatives District 55).
 
+Represents [IL State House of Representatives District 55](/us/states/il/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/justin-slaughter.md b/data/jurisdictions/us/states/il/people/justin-slaughter.md
index 53aa4295e8..fcca945aca 100644
--- a/data/jurisdictions/us/states/il/people/justin-slaughter.md
+++ b/data/jurisdictions/us/states/il/people/justin-slaughter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 27"
+represents: "us/states/il/districts/house/27"
 tenure:
   start: "2017-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 27 (IL State House of Representatives District 27).
 
+Represents [IL State House of Representatives District 27](/us/states/il/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/kam-buckner.md b/data/jurisdictions/us/states/il/people/kam-buckner.md
index 72b561471b..b699a6c957 100644
--- a/data/jurisdictions/us/states/il/people/kam-buckner.md
+++ b/data/jurisdictions/us/states/il/people/kam-buckner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 26"
+represents: "us/states/il/districts/house/26"
 tenure:
   start: "2019-01-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 26 (IL State House of Representatives District 26).
 
+Represents [IL State House of Representatives District 26](/us/states/il/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/karina-villa.md b/data/jurisdictions/us/states/il/people/karina-villa.md
index 117bd82476..76fe6485da 100644
--- a/data/jurisdictions/us/states/il/people/karina-villa.md
+++ b/data/jurisdictions/us/states/il/people/karina-villa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 25"
+represents: "us/states/il/districts/senate/25"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 25 (IL State Senate District 25).
 
+Represents [IL State Senate District 25](/us/states/il/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/katie-stuart.md b/data/jurisdictions/us/states/il/people/katie-stuart.md
index ed9846ef2c..b8498ad8ab 100644
--- a/data/jurisdictions/us/states/il/people/katie-stuart.md
+++ b/data/jurisdictions/us/states/il/people/katie-stuart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 112"
+represents: "us/states/il/districts/house/112"
 tenure:
   start: "2017-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 112 (IL State House of Representatives District 112).
 
+Represents [IL State House of Representatives District 112](/us/states/il/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/kelly-cassidy.md b/data/jurisdictions/us/states/il/people/kelly-cassidy.md
index ffeb644d48..01be9f826a 100644
--- a/data/jurisdictions/us/states/il/people/kelly-cassidy.md
+++ b/data/jurisdictions/us/states/il/people/kelly-cassidy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 14"
+represents: "us/states/il/districts/house/14"
 tenure:
   start: "2011-05-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 14 (IL State House of Representatives District 14).
 
+Represents [IL State House of Representatives District 14](/us/states/il/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/kevin-olickal.md b/data/jurisdictions/us/states/il/people/kevin-olickal.md
index 0ee9168b42..2cd2b65379 100644
--- a/data/jurisdictions/us/states/il/people/kevin-olickal.md
+++ b/data/jurisdictions/us/states/il/people/kevin-olickal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 16"
+represents: "us/states/il/districts/house/16"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 16 (IL State House of Representatives District 16).
 
+Represents [IL State House of Representatives District 16](/us/states/il/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/kevin-schmidt.md b/data/jurisdictions/us/states/il/people/kevin-schmidt.md
index eabc136f12..5f3e0ef256 100644
--- a/data/jurisdictions/us/states/il/people/kevin-schmidt.md
+++ b/data/jurisdictions/us/states/il/people/kevin-schmidt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 114"
+represents: "us/states/il/districts/house/114"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 114 (IL State House of Representatives District 114).
 
+Represents [IL State House of Representatives District 114](/us/states/il/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/kimberly-du-buclet.md b/data/jurisdictions/us/states/il/people/kimberly-du-buclet.md
index d6e54ed91a..865041e51d 100644
--- a/data/jurisdictions/us/states/il/people/kimberly-du-buclet.md
+++ b/data/jurisdictions/us/states/il/people/kimberly-du-buclet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 5"
+represents: "us/states/il/districts/house/5"
 tenure:
   start: "2023-05-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 5 (IL State House of Representatives District 5).
 
+Represents [IL State House of Representatives District 5](/us/states/il/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/kimberly-lightford.md b/data/jurisdictions/us/states/il/people/kimberly-lightford.md
index bcf432aa25..ea08b4de03 100644
--- a/data/jurisdictions/us/states/il/people/kimberly-lightford.md
+++ b/data/jurisdictions/us/states/il/people/kimberly-lightford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 4"
+represents: "us/states/il/districts/senate/4"
 tenure:
   start: "1998-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 4 (IL State Senate District 4).
 
+Represents [IL State Senate District 4](/us/states/il/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/kyle-moore.md b/data/jurisdictions/us/states/il/people/kyle-moore.md
index a518b3b534..0113cb2458 100644
--- a/data/jurisdictions/us/states/il/people/kyle-moore.md
+++ b/data/jurisdictions/us/states/il/people/kyle-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 99"
+represents: "us/states/il/districts/house/99"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 99 (IL State House of Representatives District 99).
 
+Represents [IL State House of Representatives District 99](/us/states/il/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/la-shawn-ford.md b/data/jurisdictions/us/states/il/people/la-shawn-ford.md
index 1c050d4129..00aa4c11a3 100644
--- a/data/jurisdictions/us/states/il/people/la-shawn-ford.md
+++ b/data/jurisdictions/us/states/il/people/la-shawn-ford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 8"
+represents: "us/states/il/districts/house/8"
 tenure:
   start: "2007-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 8 (IL State House of Representatives District 8).
 
+Represents [IL State House of Representatives District 8](/us/states/il/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/lakesia-collins.md b/data/jurisdictions/us/states/il/people/lakesia-collins.md
index 6820ee02b8..dc32b8490c 100644
--- a/data/jurisdictions/us/states/il/people/lakesia-collins.md
+++ b/data/jurisdictions/us/states/il/people/lakesia-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 5"
+represents: "us/states/il/districts/senate/5"
 tenure:
   start: "2023-08-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 5 (IL State Senate District 5).
 
+Represents [IL State Senate District 5](/us/states/il/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/larry-walsh.md b/data/jurisdictions/us/states/il/people/larry-walsh.md
index 3d834e74e5..27ba0d69d2 100644
--- a/data/jurisdictions/us/states/il/people/larry-walsh.md
+++ b/data/jurisdictions/us/states/il/people/larry-walsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 86"
+represents: "us/states/il/districts/house/86"
 tenure:
   start: "2012-04-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 86 (IL State House of Representatives District 86).
 
+Represents [IL State House of Representatives District 86](/us/states/il/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/laura-ellman.md b/data/jurisdictions/us/states/il/people/laura-ellman.md
index 3dc3998454..7d14833ae4 100644
--- a/data/jurisdictions/us/states/il/people/laura-ellman.md
+++ b/data/jurisdictions/us/states/il/people/laura-ellman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 21"
+represents: "us/states/il/districts/senate/21"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 21 (IL State Senate District 21).
 
+Represents [IL State Senate District 21](/us/states/il/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/laura-faver-dias.md b/data/jurisdictions/us/states/il/people/laura-faver-dias.md
index 5f61703184..cc13bac8af 100644
--- a/data/jurisdictions/us/states/il/people/laura-faver-dias.md
+++ b/data/jurisdictions/us/states/il/people/laura-faver-dias.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 62"
+represents: "us/states/il/districts/house/62"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 62 (IL State House of Representatives District 62).
 
+Represents [IL State House of Representatives District 62](/us/states/il/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/laura-fine.md b/data/jurisdictions/us/states/il/people/laura-fine.md
index bc39e48f59..4bbb346e72 100644
--- a/data/jurisdictions/us/states/il/people/laura-fine.md
+++ b/data/jurisdictions/us/states/il/people/laura-fine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 9"
+represents: "us/states/il/districts/senate/9"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 9 (IL State Senate District 9).
 
+Represents [IL State Senate District 9](/us/states/il/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/laura-murphy.md b/data/jurisdictions/us/states/il/people/laura-murphy.md
index 671564f8f1..30330e2769 100644
--- a/data/jurisdictions/us/states/il/people/laura-murphy.md
+++ b/data/jurisdictions/us/states/il/people/laura-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 28"
+represents: "us/states/il/districts/senate/28"
 tenure:
   start: "2015-10-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 28 (IL State Senate District 28).
 
+Represents [IL State Senate District 28](/us/states/il/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/li-arellano.md b/data/jurisdictions/us/states/il/people/li-arellano.md
index fd2749a572..f8a9444d41 100644
--- a/data/jurisdictions/us/states/il/people/li-arellano.md
+++ b/data/jurisdictions/us/states/il/people/li-arellano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 37"
+represents: "us/states/il/districts/senate/37"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 37 (IL State Senate District 37).
 
+Represents [IL State Senate District 37](/us/states/il/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/lilian-jimenez.md b/data/jurisdictions/us/states/il/people/lilian-jimenez.md
index c05feebc18..0d286683a1 100644
--- a/data/jurisdictions/us/states/il/people/lilian-jimenez.md
+++ b/data/jurisdictions/us/states/il/people/lilian-jimenez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 4"
+represents: "us/states/il/districts/house/4"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 4 (IL State House of Representatives District 4).
 
+Represents [IL State House of Representatives District 4](/us/states/il/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/linda-holmes.md b/data/jurisdictions/us/states/il/people/linda-holmes.md
index 2b4cd2d6b5..4ed65c28bc 100644
--- a/data/jurisdictions/us/states/il/people/linda-holmes.md
+++ b/data/jurisdictions/us/states/il/people/linda-holmes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 42"
+represents: "us/states/il/districts/senate/42"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 42 (IL State Senate District 42).
 
+Represents [IL State Senate District 42](/us/states/il/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/lindsey-lapointe.md b/data/jurisdictions/us/states/il/people/lindsey-lapointe.md
index 71f3e70df3..0a0438c250 100644
--- a/data/jurisdictions/us/states/il/people/lindsey-lapointe.md
+++ b/data/jurisdictions/us/states/il/people/lindsey-lapointe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 19"
+represents: "us/states/il/districts/house/19"
 tenure:
   start: "2019-07-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 19 (IL State House of Representatives District 19).
 
+Represents [IL State House of Representatives District 19](/us/states/il/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/lisa-davis.md b/data/jurisdictions/us/states/il/people/lisa-davis.md
index 85d3bf7b05..b37f9b2a05 100644
--- a/data/jurisdictions/us/states/il/people/lisa-davis.md
+++ b/data/jurisdictions/us/states/il/people/lisa-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 32"
+represents: "us/states/il/districts/house/32"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 32 (IL State House of Representatives District 32).
 
+Represents [IL State House of Representatives District 32](/us/states/il/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/lisa-hernandez.md b/data/jurisdictions/us/states/il/people/lisa-hernandez.md
index 83f5e25ce9..38e65bb03b 100644
--- a/data/jurisdictions/us/states/il/people/lisa-hernandez.md
+++ b/data/jurisdictions/us/states/il/people/lisa-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 2"
+represents: "us/states/il/districts/house/2"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 2 (IL State House of Representatives District 2).
 
+Represents [IL State House of Representatives District 2](/us/states/il/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/marcus-evans.md b/data/jurisdictions/us/states/il/people/marcus-evans.md
index ad57320c9f..a6ecb03db0 100644
--- a/data/jurisdictions/us/states/il/people/marcus-evans.md
+++ b/data/jurisdictions/us/states/il/people/marcus-evans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 33"
+represents: "us/states/il/districts/house/33"
 tenure:
   start: "2012-04-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 33 (IL State House of Representatives District 33).
 
+Represents [IL State House of Representatives District 33](/us/states/il/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/margaret-croke.md b/data/jurisdictions/us/states/il/people/margaret-croke.md
index 4de360d916..111d87328b 100644
--- a/data/jurisdictions/us/states/il/people/margaret-croke.md
+++ b/data/jurisdictions/us/states/il/people/margaret-croke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 12"
+represents: "us/states/il/districts/house/12"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 12 (IL State House of Representatives District 12).
 
+Represents [IL State House of Representatives District 12](/us/states/il/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/margaret-delarosa.md b/data/jurisdictions/us/states/il/people/margaret-delarosa.md
index 92d84ef960..055efb25fa 100644
--- a/data/jurisdictions/us/states/il/people/margaret-delarosa.md
+++ b/data/jurisdictions/us/states/il/people/margaret-delarosa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 42"
+represents: "us/states/il/districts/house/42"
 tenure:
   start: "2025-10-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 42 (IL State House of Representatives District 42).
 
+Represents [IL State House of Representatives District 42](/us/states/il/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mark-walker.md b/data/jurisdictions/us/states/il/people/mark-walker.md
index fea0584a3b..c33afb8fc0 100644
--- a/data/jurisdictions/us/states/il/people/mark-walker.md
+++ b/data/jurisdictions/us/states/il/people/mark-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 27"
+represents: "us/states/il/districts/senate/27"
 tenure:
   start: "2024-05-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 27 (IL State Senate District 27).
 
+Represents [IL State Senate District 27](/us/states/il/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/marti-deuter.md b/data/jurisdictions/us/states/il/people/marti-deuter.md
index 02d3104cfe..c8e2cb7c28 100644
--- a/data/jurisdictions/us/states/il/people/marti-deuter.md
+++ b/data/jurisdictions/us/states/il/people/marti-deuter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 45"
+represents: "us/states/il/districts/house/45"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 45 (IL State House of Representatives District 45).
 
+Represents [IL State House of Representatives District 45](/us/states/il/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/marty-mclaughlin.md b/data/jurisdictions/us/states/il/people/marty-mclaughlin.md
index 9764dc86eb..3bde9acdc6 100644
--- a/data/jurisdictions/us/states/il/people/marty-mclaughlin.md
+++ b/data/jurisdictions/us/states/il/people/marty-mclaughlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 52"
+represents: "us/states/il/districts/house/52"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 52 (IL State House of Representatives District 52).
 
+Represents [IL State House of Representatives District 52](/us/states/il/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mary-beth-canty.md b/data/jurisdictions/us/states/il/people/mary-beth-canty.md
index 9a42f5a270..30f38305bb 100644
--- a/data/jurisdictions/us/states/il/people/mary-beth-canty.md
+++ b/data/jurisdictions/us/states/il/people/mary-beth-canty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 54"
+represents: "us/states/il/districts/house/54"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 54 (IL State House of Representatives District 54).
 
+Represents [IL State House of Representatives District 54](/us/states/il/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mary-edly-allen.md b/data/jurisdictions/us/states/il/people/mary-edly-allen.md
index 1575c097d2..ba00637051 100644
--- a/data/jurisdictions/us/states/il/people/mary-edly-allen.md
+++ b/data/jurisdictions/us/states/il/people/mary-edly-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 31"
+represents: "us/states/il/districts/senate/31"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 31 (IL State Senate District 31).
 
+Represents [IL State Senate District 31](/us/states/il/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mary-gill.md b/data/jurisdictions/us/states/il/people/mary-gill.md
index 225d518794..fc010f5ea4 100644
--- a/data/jurisdictions/us/states/il/people/mary-gill.md
+++ b/data/jurisdictions/us/states/il/people/mary-gill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 35"
+represents: "us/states/il/districts/house/35"
 tenure:
   start: "2023-03-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 35 (IL State House of Representatives District 35).
 
+Represents [IL State House of Representatives District 35](/us/states/il/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/matt-hanson.md b/data/jurisdictions/us/states/il/people/matt-hanson.md
index 9855d27f9f..2a887627a0 100644
--- a/data/jurisdictions/us/states/il/people/matt-hanson.md
+++ b/data/jurisdictions/us/states/il/people/matt-hanson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 83"
+represents: "us/states/il/districts/house/83"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 83 (IL State House of Representatives District 83).
 
+Represents [IL State House of Representatives District 83](/us/states/il/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mattie-hunter.md b/data/jurisdictions/us/states/il/people/mattie-hunter.md
index bac4b21a3d..5c27b152ab 100644
--- a/data/jurisdictions/us/states/il/people/mattie-hunter.md
+++ b/data/jurisdictions/us/states/il/people/mattie-hunter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 3"
+represents: "us/states/il/districts/senate/3"
 tenure:
   start: "2003-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 3 (IL State Senate District 3).
 
+Represents [IL State Senate District 3](/us/states/il/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/maura-hirschauer.md b/data/jurisdictions/us/states/il/people/maura-hirschauer.md
index c3d8c8b69b..78abe68d90 100644
--- a/data/jurisdictions/us/states/il/people/maura-hirschauer.md
+++ b/data/jurisdictions/us/states/il/people/maura-hirschauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 49"
+represents: "us/states/il/districts/house/49"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 49 (IL State House of Representatives District 49).
 
+Represents [IL State House of Representatives District 49](/us/states/il/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/maurice-west.md b/data/jurisdictions/us/states/il/people/maurice-west.md
index 96bcd81621..296a55b9e0 100644
--- a/data/jurisdictions/us/states/il/people/maurice-west.md
+++ b/data/jurisdictions/us/states/il/people/maurice-west.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 67"
+represents: "us/states/il/districts/house/67"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 67 (IL State House of Representatives District 67).
 
+Represents [IL State House of Representatives District 67](/us/states/il/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/meg-loughran-cappel.md b/data/jurisdictions/us/states/il/people/meg-loughran-cappel.md
index a923a1fc44..c5ac58d9c2 100644
--- a/data/jurisdictions/us/states/il/people/meg-loughran-cappel.md
+++ b/data/jurisdictions/us/states/il/people/meg-loughran-cappel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 49"
+represents: "us/states/il/districts/senate/49"
 tenure:
   start: "2020-12-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 49 (IL State Senate District 49).
 
+Represents [IL State Senate District 49](/us/states/il/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/michael-kelly.md b/data/jurisdictions/us/states/il/people/michael-kelly.md
index c94c9054ea..d6f31976b6 100644
--- a/data/jurisdictions/us/states/il/people/michael-kelly.md
+++ b/data/jurisdictions/us/states/il/people/michael-kelly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 15"
+represents: "us/states/il/districts/house/15"
 tenure:
   start: "2021-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 15 (IL State House of Representatives District 15).
 
+Represents [IL State House of Representatives District 15](/us/states/il/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/michelle-mussman.md b/data/jurisdictions/us/states/il/people/michelle-mussman.md
index 285c7ed3cd..80ab308ce9 100644
--- a/data/jurisdictions/us/states/il/people/michelle-mussman.md
+++ b/data/jurisdictions/us/states/il/people/michelle-mussman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 56"
+represents: "us/states/il/districts/house/56"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 56 (IL State House of Representatives District 56).
 
+Represents [IL State House of Representatives District 56](/us/states/il/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mike-coffey.md b/data/jurisdictions/us/states/il/people/mike-coffey.md
index 9b2af40b40..2a05029c60 100644
--- a/data/jurisdictions/us/states/il/people/mike-coffey.md
+++ b/data/jurisdictions/us/states/il/people/mike-coffey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 95"
+represents: "us/states/il/districts/house/95"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 95 (IL State House of Representatives District 95).
 
+Represents [IL State House of Representatives District 95](/us/states/il/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mike-crawford.md b/data/jurisdictions/us/states/il/people/mike-crawford.md
index ed3a1c47a8..474b82bd04 100644
--- a/data/jurisdictions/us/states/il/people/mike-crawford.md
+++ b/data/jurisdictions/us/states/il/people/mike-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 31"
+represents: "us/states/il/districts/house/31"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 31 (IL State House of Representatives District 31).
 
+Represents [IL State House of Representatives District 31](/us/states/il/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mike-halpin.md b/data/jurisdictions/us/states/il/people/mike-halpin.md
index e0b3b385c4..b86586e824 100644
--- a/data/jurisdictions/us/states/il/people/mike-halpin.md
+++ b/data/jurisdictions/us/states/il/people/mike-halpin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 36"
+represents: "us/states/il/districts/senate/36"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 36 (IL State Senate District 36).
 
+Represents [IL State Senate District 36](/us/states/il/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mike-hastings.md b/data/jurisdictions/us/states/il/people/mike-hastings.md
index 213a3aa95a..cc3dfd7ad0 100644
--- a/data/jurisdictions/us/states/il/people/mike-hastings.md
+++ b/data/jurisdictions/us/states/il/people/mike-hastings.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 19"
+represents: "us/states/il/districts/senate/19"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 19 (IL State Senate District 19).
 
+Represents [IL State Senate District 19](/us/states/il/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mike-porfirio.md b/data/jurisdictions/us/states/il/people/mike-porfirio.md
index 4556d78e7d..9d938fdb4b 100644
--- a/data/jurisdictions/us/states/il/people/mike-porfirio.md
+++ b/data/jurisdictions/us/states/il/people/mike-porfirio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 11"
+represents: "us/states/il/districts/senate/11"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 11 (IL State Senate District 11).
 
+Represents [IL State Senate District 11](/us/states/il/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/mike-simmons-gessesse.md b/data/jurisdictions/us/states/il/people/mike-simmons-gessesse.md
index 193b496b12..876fa92fc4 100644
--- a/data/jurisdictions/us/states/il/people/mike-simmons-gessesse.md
+++ b/data/jurisdictions/us/states/il/people/mike-simmons-gessesse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 7"
+represents: "us/states/il/districts/senate/7"
 tenure:
   start: "2021-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 7 (IL State Senate District 7).
 
+Represents [IL State Senate District 7](/us/states/il/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/murri-briel.md b/data/jurisdictions/us/states/il/people/murri-briel.md
index c61fa9f10d..a6250d787a 100644
--- a/data/jurisdictions/us/states/il/people/murri-briel.md
+++ b/data/jurisdictions/us/states/il/people/murri-briel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 76"
+represents: "us/states/il/districts/house/76"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 76 (IL State House of Representatives District 76).
 
+Represents [IL State House of Representatives District 76](/us/states/il/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/nabeela-syed.md b/data/jurisdictions/us/states/il/people/nabeela-syed.md
index d4105ce074..578aab285c 100644
--- a/data/jurisdictions/us/states/il/people/nabeela-syed.md
+++ b/data/jurisdictions/us/states/il/people/nabeela-syed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 51"
+represents: "us/states/il/districts/house/51"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 51 (IL State House of Representatives District 51).
 
+Represents [IL State House of Representatives District 51](/us/states/il/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/napoleon-harris.md b/data/jurisdictions/us/states/il/people/napoleon-harris.md
index 8e191df718..5008b7fcc4 100644
--- a/data/jurisdictions/us/states/il/people/napoleon-harris.md
+++ b/data/jurisdictions/us/states/il/people/napoleon-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 15"
+represents: "us/states/il/districts/senate/15"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 15 (IL State Senate District 15).
 
+Represents [IL State Senate District 15](/us/states/il/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/natalie-manley.md b/data/jurisdictions/us/states/il/people/natalie-manley.md
index fa99c67901..69b87f8bea 100644
--- a/data/jurisdictions/us/states/il/people/natalie-manley.md
+++ b/data/jurisdictions/us/states/il/people/natalie-manley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 98"
+represents: "us/states/il/districts/house/98"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 98 (IL State House of Representatives District 98).
 
+Represents [IL State House of Representatives District 98](/us/states/il/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/neil-anderson.md b/data/jurisdictions/us/states/il/people/neil-anderson.md
index c4fc99c582..3793a2d9e9 100644
--- a/data/jurisdictions/us/states/il/people/neil-anderson.md
+++ b/data/jurisdictions/us/states/il/people/neil-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 47"
+represents: "us/states/il/districts/senate/47"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 47 (IL State Senate District 47).
 
+Represents [IL State Senate District 47](/us/states/il/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/nick-smith.md b/data/jurisdictions/us/states/il/people/nick-smith.md
index e66e5f6541..adc06f56ba 100644
--- a/data/jurisdictions/us/states/il/people/nick-smith.md
+++ b/data/jurisdictions/us/states/il/people/nick-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 34"
+represents: "us/states/il/districts/house/34"
 tenure:
   start: "2018-01-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 34 (IL State House of Representatives District 34).
 
+Represents [IL State House of Representatives District 34](/us/states/il/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/nicole-la-ha.md b/data/jurisdictions/us/states/il/people/nicole-la-ha.md
index 20ec792204..0886b25469 100644
--- a/data/jurisdictions/us/states/il/people/nicole-la-ha.md
+++ b/data/jurisdictions/us/states/il/people/nicole-la-ha.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 82"
+represents: "us/states/il/districts/house/82"
 tenure:
   start: "2023-12-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 82 (IL State House of Representatives District 82).
 
+Represents [IL State House of Representatives District 82](/us/states/il/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/nicolle-grasse.md b/data/jurisdictions/us/states/il/people/nicolle-grasse.md
index fd67cc1cb3..d0256ed3bc 100644
--- a/data/jurisdictions/us/states/il/people/nicolle-grasse.md
+++ b/data/jurisdictions/us/states/il/people/nicolle-grasse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 53"
+represents: "us/states/il/districts/house/53"
 tenure:
   start: "2024-06-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 53 (IL State House of Representatives District 53).
 
+Represents [IL State House of Representatives District 53](/us/states/il/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/norine-hammond.md b/data/jurisdictions/us/states/il/people/norine-hammond.md
index 980606585a..279200a8f0 100644
--- a/data/jurisdictions/us/states/il/people/norine-hammond.md
+++ b/data/jurisdictions/us/states/il/people/norine-hammond.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 94"
+represents: "us/states/il/districts/house/94"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 94 (IL State House of Representatives District 94).
 
+Represents [IL State House of Representatives District 94](/us/states/il/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/norma-hernandez.md b/data/jurisdictions/us/states/il/people/norma-hernandez.md
index 7edfeda3e1..044fee9f38 100644
--- a/data/jurisdictions/us/states/il/people/norma-hernandez.md
+++ b/data/jurisdictions/us/states/il/people/norma-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 77"
+represents: "us/states/il/districts/house/77"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 77 (IL State House of Representatives District 77).
 
+Represents [IL State House of Representatives District 77](/us/states/il/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/omar-aquino.md b/data/jurisdictions/us/states/il/people/omar-aquino.md
index ca02b8d584..ac8eefce23 100644
--- a/data/jurisdictions/us/states/il/people/omar-aquino.md
+++ b/data/jurisdictions/us/states/il/people/omar-aquino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 2"
+represents: "us/states/il/districts/senate/2"
 tenure:
   start: "2016-07-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 2 (IL State Senate District 2).
 
+Represents [IL State Senate District 2](/us/states/il/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/omar-williams.md b/data/jurisdictions/us/states/il/people/omar-williams.md
index 3244f6eeae..d683a84bf7 100644
--- a/data/jurisdictions/us/states/il/people/omar-williams.md
+++ b/data/jurisdictions/us/states/il/people/omar-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 10"
+represents: "us/states/il/districts/house/10"
 tenure:
   start: "2019-05-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 10 (IL State House of Representatives District 10).
 
+Represents [IL State House of Representatives District 10](/us/states/il/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/patrick-joyce.md b/data/jurisdictions/us/states/il/people/patrick-joyce.md
index 2084085a58..634a73e0a1 100644
--- a/data/jurisdictions/us/states/il/people/patrick-joyce.md
+++ b/data/jurisdictions/us/states/il/people/patrick-joyce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 40"
+represents: "us/states/il/districts/senate/40"
 tenure:
   start: "2019-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 40 (IL State Senate District 40).
 
+Represents [IL State Senate District 40](/us/states/il/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/patrick-sheehan.md b/data/jurisdictions/us/states/il/people/patrick-sheehan.md
index d3d946b06d..558fa28650 100644
--- a/data/jurisdictions/us/states/il/people/patrick-sheehan.md
+++ b/data/jurisdictions/us/states/il/people/patrick-sheehan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 37"
+represents: "us/states/il/districts/house/37"
 tenure:
   start: "2024-04-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 37 (IL State House of Representatives District 37).
 
+Represents [IL State House of Representatives District 37](/us/states/il/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/patrick-windhorst.md b/data/jurisdictions/us/states/il/people/patrick-windhorst.md
index 2a17e8c87f..b9d3356391 100644
--- a/data/jurisdictions/us/states/il/people/patrick-windhorst.md
+++ b/data/jurisdictions/us/states/il/people/patrick-windhorst.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 117"
+represents: "us/states/il/districts/house/117"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 117 (IL State House of Representatives District 117).
 
+Represents [IL State House of Representatives District 117](/us/states/il/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/paul-faraci.md b/data/jurisdictions/us/states/il/people/paul-faraci.md
index 54664d476f..94cf820b51 100644
--- a/data/jurisdictions/us/states/il/people/paul-faraci.md
+++ b/data/jurisdictions/us/states/il/people/paul-faraci.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 52"
+represents: "us/states/il/districts/senate/52"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 52 (IL State Senate District 52).
 
+Represents [IL State Senate District 52](/us/states/il/districts/senate/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/paul-jacobs.md b/data/jurisdictions/us/states/il/people/paul-jacobs.md
index 9b904dd8ea..2d79d6dd1a 100644
--- a/data/jurisdictions/us/states/il/people/paul-jacobs.md
+++ b/data/jurisdictions/us/states/il/people/paul-jacobs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 118"
+represents: "us/states/il/districts/house/118"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 118 (IL State House of Representatives District 118).
 
+Represents [IL State House of Representatives District 118](/us/states/il/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/rachel-ventura.md b/data/jurisdictions/us/states/il/people/rachel-ventura.md
index 9e587467d6..772790e2fe 100644
--- a/data/jurisdictions/us/states/il/people/rachel-ventura.md
+++ b/data/jurisdictions/us/states/il/people/rachel-ventura.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 43"
+represents: "us/states/il/districts/senate/43"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 43 (IL State Senate District 43).
 
+Represents [IL State Senate District 43](/us/states/il/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/ram-villivalam.md b/data/jurisdictions/us/states/il/people/ram-villivalam.md
index 7617a636d5..1d9fcb443d 100644
--- a/data/jurisdictions/us/states/il/people/ram-villivalam.md
+++ b/data/jurisdictions/us/states/il/people/ram-villivalam.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 8"
+represents: "us/states/il/districts/senate/8"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 8 (IL State Senate District 8).
 
+Represents [IL State Senate District 8](/us/states/il/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/regan-deering.md b/data/jurisdictions/us/states/il/people/regan-deering.md
index 40fd609948..a0ae837b41 100644
--- a/data/jurisdictions/us/states/il/people/regan-deering.md
+++ b/data/jurisdictions/us/states/il/people/regan-deering.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 88"
+represents: "us/states/il/districts/house/88"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 88 (IL State House of Representatives District 88).
 
+Represents [IL State House of Representatives District 88](/us/states/il/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/rick-ryan.md b/data/jurisdictions/us/states/il/people/rick-ryan.md
index 8c4ecd6111..99c359fb79 100644
--- a/data/jurisdictions/us/states/il/people/rick-ryan.md
+++ b/data/jurisdictions/us/states/il/people/rick-ryan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 36"
+represents: "us/states/il/districts/house/36"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 36 (IL State House of Representatives District 36).
 
+Represents [IL State House of Representatives District 36](/us/states/il/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/rita-mayfield.md b/data/jurisdictions/us/states/il/people/rita-mayfield.md
index 114343afe0..43010da85a 100644
--- a/data/jurisdictions/us/states/il/people/rita-mayfield.md
+++ b/data/jurisdictions/us/states/il/people/rita-mayfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 60"
+represents: "us/states/il/districts/house/60"
 tenure:
   start: "2010-07-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 60 (IL State House of Representatives District 60).
 
+Represents [IL State House of Representatives District 60](/us/states/il/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/rob-martwick.md b/data/jurisdictions/us/states/il/people/rob-martwick.md
index 568c2be65b..8189099191 100644
--- a/data/jurisdictions/us/states/il/people/rob-martwick.md
+++ b/data/jurisdictions/us/states/il/people/rob-martwick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 10"
+represents: "us/states/il/districts/senate/10"
 tenure:
   start: "2019-06-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 10 (IL State Senate District 10).
 
+Represents [IL State Senate District 10](/us/states/il/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/robert-peters.md b/data/jurisdictions/us/states/il/people/robert-peters.md
index 7483c52db6..bae6f3406b 100644
--- a/data/jurisdictions/us/states/il/people/robert-peters.md
+++ b/data/jurisdictions/us/states/il/people/robert-peters.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 13"
+represents: "us/states/il/districts/senate/13"
 tenure:
   start: "2019-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 13 (IL State Senate District 13).
 
+Represents [IL State Senate District 13](/us/states/il/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/robyn-gabel.md b/data/jurisdictions/us/states/il/people/robyn-gabel.md
index 7149122862..331b955166 100644
--- a/data/jurisdictions/us/states/il/people/robyn-gabel.md
+++ b/data/jurisdictions/us/states/il/people/robyn-gabel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 18"
+represents: "us/states/il/districts/house/18"
 tenure:
   start: "2010-04-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 18 (IL State House of Representatives District 18).
 
+Represents [IL State House of Representatives District 18](/us/states/il/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/ryan-spain.md b/data/jurisdictions/us/states/il/people/ryan-spain.md
index b78f893899..4e686152e1 100644
--- a/data/jurisdictions/us/states/il/people/ryan-spain.md
+++ b/data/jurisdictions/us/states/il/people/ryan-spain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 73"
+represents: "us/states/il/districts/house/73"
 tenure:
   start: "2017-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 73 (IL State House of Representatives District 73).
 
+Represents [IL State House of Representatives District 73](/us/states/il/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/sally-turner.md b/data/jurisdictions/us/states/il/people/sally-turner.md
index 482780b908..ad288ed6fc 100644
--- a/data/jurisdictions/us/states/il/people/sally-turner.md
+++ b/data/jurisdictions/us/states/il/people/sally-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 44"
+represents: "us/states/il/districts/senate/44"
 tenure:
   start: "2021-01-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 44 (IL State Senate District 44).
 
+Represents [IL State Senate District 44](/us/states/il/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/sara-feigenholtz.md b/data/jurisdictions/us/states/il/people/sara-feigenholtz.md
index 4c0935b3ce..38156a246e 100644
--- a/data/jurisdictions/us/states/il/people/sara-feigenholtz.md
+++ b/data/jurisdictions/us/states/il/people/sara-feigenholtz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 6"
+represents: "us/states/il/districts/senate/6"
 tenure:
   start: "2020-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 6 (IL State Senate District 6).
 
+Represents [IL State Senate District 6](/us/states/il/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/seth-lewis.md b/data/jurisdictions/us/states/il/people/seth-lewis.md
index b24b77095c..727611cab4 100644
--- a/data/jurisdictions/us/states/il/people/seth-lewis.md
+++ b/data/jurisdictions/us/states/il/people/seth-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 24"
+represents: "us/states/il/districts/senate/24"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 24 (IL State Senate District 24).
 
+Represents [IL State Senate District 24](/us/states/il/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/sharon-chung.md b/data/jurisdictions/us/states/il/people/sharon-chung.md
index a9e537d8de..cd468ae374 100644
--- a/data/jurisdictions/us/states/il/people/sharon-chung.md
+++ b/data/jurisdictions/us/states/il/people/sharon-chung.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 91"
+represents: "us/states/il/districts/house/91"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 91 (IL State House of Representatives District 91).
 
+Represents [IL State House of Representatives District 91](/us/states/il/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/sonya-harper.md b/data/jurisdictions/us/states/il/people/sonya-harper.md
index a090a21b48..af7cd5d6e7 100644
--- a/data/jurisdictions/us/states/il/people/sonya-harper.md
+++ b/data/jurisdictions/us/states/il/people/sonya-harper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 6"
+represents: "us/states/il/districts/house/6"
 tenure:
   start: "2015-10-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 6 (IL State House of Representatives District 6).
 
+Represents [IL State House of Representatives District 6](/us/states/il/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/stephanie-kifowit.md b/data/jurisdictions/us/states/il/people/stephanie-kifowit.md
index 0e05fbce97..496bac747a 100644
--- a/data/jurisdictions/us/states/il/people/stephanie-kifowit.md
+++ b/data/jurisdictions/us/states/il/people/stephanie-kifowit.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 84"
+represents: "us/states/il/districts/house/84"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 84 (IL State House of Representatives District 84).
 
+Represents [IL State House of Representatives District 84](/us/states/il/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/steve-mcclure.md b/data/jurisdictions/us/states/il/people/steve-mcclure.md
index a7d9bcc424..30ea783d96 100644
--- a/data/jurisdictions/us/states/il/people/steve-mcclure.md
+++ b/data/jurisdictions/us/states/il/people/steve-mcclure.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 54"
+represents: "us/states/il/districts/senate/54"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 54 (IL State Senate District 54).
 
+Represents [IL State Senate District 54](/us/states/il/districts/senate/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/steve-reick.md b/data/jurisdictions/us/states/il/people/steve-reick.md
index 14ddbd50d6..ab59a9b2ad 100644
--- a/data/jurisdictions/us/states/il/people/steve-reick.md
+++ b/data/jurisdictions/us/states/il/people/steve-reick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 63"
+represents: "us/states/il/districts/house/63"
 tenure:
   start: "2017-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 63 (IL State House of Representatives District 63).
 
+Represents [IL State House of Representatives District 63](/us/states/il/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/steve-stadelman.md b/data/jurisdictions/us/states/il/people/steve-stadelman.md
index c07cf7ee92..dc6a9476cb 100644
--- a/data/jurisdictions/us/states/il/people/steve-stadelman.md
+++ b/data/jurisdictions/us/states/il/people/steve-stadelman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 34"
+represents: "us/states/il/districts/senate/34"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 34 (IL State Senate District 34).
 
+Represents [IL State Senate District 34](/us/states/il/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/sue-rezin.md b/data/jurisdictions/us/states/il/people/sue-rezin.md
index 3a9f152530..1d1a790c2b 100644
--- a/data/jurisdictions/us/states/il/people/sue-rezin.md
+++ b/data/jurisdictions/us/states/il/people/sue-rezin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 38"
+represents: "us/states/il/districts/senate/38"
 tenure:
   start: "2010-12-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 38 (IL State Senate District 38).
 
+Represents [IL State Senate District 38](/us/states/il/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/sue-scherer.md b/data/jurisdictions/us/states/il/people/sue-scherer.md
index 012ccb97c1..85d0ff03f7 100644
--- a/data/jurisdictions/us/states/il/people/sue-scherer.md
+++ b/data/jurisdictions/us/states/il/people/sue-scherer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 96"
+represents: "us/states/il/districts/house/96"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 96 (IL State House of Representatives District 96).
 
+Represents [IL State House of Representatives District 96](/us/states/il/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/suzanne-ness.md b/data/jurisdictions/us/states/il/people/suzanne-ness.md
index c22e206e95..e65ba18961 100644
--- a/data/jurisdictions/us/states/il/people/suzanne-ness.md
+++ b/data/jurisdictions/us/states/il/people/suzanne-ness.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 66"
+represents: "us/states/il/districts/house/66"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 66 (IL State House of Representatives District 66).
 
+Represents [IL State House of Representatives District 66](/us/states/il/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/suzy-glowiak-hilton.md b/data/jurisdictions/us/states/il/people/suzy-glowiak-hilton.md
index 1fc5097029..b9ea2c1c01 100644
--- a/data/jurisdictions/us/states/il/people/suzy-glowiak-hilton.md
+++ b/data/jurisdictions/us/states/il/people/suzy-glowiak-hilton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 23"
+represents: "us/states/il/districts/senate/23"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 23 (IL State Senate District 23).
 
+Represents [IL State Senate District 23](/us/states/il/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/terri-bryant.md b/data/jurisdictions/us/states/il/people/terri-bryant.md
index bdb2598875..22e8216adf 100644
--- a/data/jurisdictions/us/states/il/people/terri-bryant.md
+++ b/data/jurisdictions/us/states/il/people/terri-bryant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 58"
+represents: "us/states/il/districts/senate/58"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 58 (IL State Senate District 58).
 
+Represents [IL State Senate District 58](/us/states/il/districts/senate/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/thaddeus-jones.md b/data/jurisdictions/us/states/il/people/thaddeus-jones.md
index 3fb7c3ccd9..054fac8702 100644
--- a/data/jurisdictions/us/states/il/people/thaddeus-jones.md
+++ b/data/jurisdictions/us/states/il/people/thaddeus-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 29"
+represents: "us/states/il/districts/house/29"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 29 (IL State House of Representatives District 29).
 
+Represents [IL State House of Representatives District 29](/us/states/il/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/theresa-mah.md b/data/jurisdictions/us/states/il/people/theresa-mah.md
index 9256ffe9d0..a430d275ad 100644
--- a/data/jurisdictions/us/states/il/people/theresa-mah.md
+++ b/data/jurisdictions/us/states/il/people/theresa-mah.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 24"
+represents: "us/states/il/districts/house/24"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 24 (IL State House of Representatives District 24).
 
+Represents [IL State House of Representatives District 24](/us/states/il/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/tom-weber.md b/data/jurisdictions/us/states/il/people/tom-weber.md
index a8ed4ccd26..853643a616 100644
--- a/data/jurisdictions/us/states/il/people/tom-weber.md
+++ b/data/jurisdictions/us/states/il/people/tom-weber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 64"
+represents: "us/states/il/districts/house/64"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 64 (IL State House of Representatives District 64).
 
+Represents [IL State House of Representatives District 64](/us/states/il/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/tony-mccombie.md b/data/jurisdictions/us/states/il/people/tony-mccombie.md
index 277d838409..87204f6ce1 100644
--- a/data/jurisdictions/us/states/il/people/tony-mccombie.md
+++ b/data/jurisdictions/us/states/il/people/tony-mccombie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 89"
+represents: "us/states/il/districts/house/89"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 89 (IL State House of Representatives District 89).
 
+Represents [IL State House of Representatives District 89](/us/states/il/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/tracy-katz-muhl.md b/data/jurisdictions/us/states/il/people/tracy-katz-muhl.md
index 7704b16087..709435ab7c 100644
--- a/data/jurisdictions/us/states/il/people/tracy-katz-muhl.md
+++ b/data/jurisdictions/us/states/il/people/tracy-katz-muhl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 57"
+represents: "us/states/il/districts/house/57"
 tenure:
   start: "2024-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 57 (IL State House of Representatives District 57).
 
+Represents [IL State House of Representatives District 57](/us/states/il/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/travis-weaver.md b/data/jurisdictions/us/states/il/people/travis-weaver.md
index 2899961c6d..dc6da17d24 100644
--- a/data/jurisdictions/us/states/il/people/travis-weaver.md
+++ b/data/jurisdictions/us/states/il/people/travis-weaver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 93"
+represents: "us/states/il/districts/house/93"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 93 (IL State House of Representatives District 93).
 
+Represents [IL State House of Representatives District 93](/us/states/il/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/wayne-rosenthal.md b/data/jurisdictions/us/states/il/people/wayne-rosenthal.md
index 78a832fb3c..8ef20aee1b 100644
--- a/data/jurisdictions/us/states/il/people/wayne-rosenthal.md
+++ b/data/jurisdictions/us/states/il/people/wayne-rosenthal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 108"
+represents: "us/states/il/districts/house/108"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 108 (IL State House of Representatives District 108).
 
+Represents [IL State House of Representatives District 108](/us/states/il/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/will-davis.md b/data/jurisdictions/us/states/il/people/will-davis.md
index 8999e429f2..5b2dbd9305 100644
--- a/data/jurisdictions/us/states/il/people/will-davis.md
+++ b/data/jurisdictions/us/states/il/people/will-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 30"
+represents: "us/states/il/districts/house/30"
 tenure:
   start: "2003-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 30 (IL State House of Representatives District 30).
 
+Represents [IL State House of Representatives District 30](/us/states/il/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/will-guzzardi.md b/data/jurisdictions/us/states/il/people/will-guzzardi.md
index f5991bc451..2c4e6fc060 100644
--- a/data/jurisdictions/us/states/il/people/will-guzzardi.md
+++ b/data/jurisdictions/us/states/il/people/will-guzzardi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 39"
+represents: "us/states/il/districts/house/39"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 39 (IL State House of Representatives District 39).
 
+Represents [IL State House of Representatives District 39](/us/states/il/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/willie-preston.md b/data/jurisdictions/us/states/il/people/willie-preston.md
index 97d0f67a69..81e7e4aa62 100644
--- a/data/jurisdictions/us/states/il/people/willie-preston.md
+++ b/data/jurisdictions/us/states/il/people/willie-preston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State Senate District 16"
+represents: "us/states/il/districts/senate/16"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL Senate District 16 (IL State Senate District 16).
 
+Represents [IL State Senate District 16](/us/states/il/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/il/people/yolonda-morris.md b/data/jurisdictions/us/states/il/people/yolonda-morris.md
index 7d62afa45f..e9cf5345e8 100644
--- a/data/jurisdictions/us/states/il/people/yolonda-morris.md
+++ b/data/jurisdictions/us/states/il/people/yolonda-morris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IL"
 district: "IL State House of Representatives District 9"
+represents: "us/states/il/districts/house/9"
 tenure:
   start: "2023-09-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IL House District 9 (IL State House of Representatives District 9).
 
+Represents [IL State House of Representatives District 9](/us/states/il/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/counties/adams/index.md b/data/jurisdictions/us/states/in/counties/adams/index.md
index 2602ac2853..8c327c6d84 100644
--- a/data/jurisdictions/us/states/in/counties/adams/index.md
+++ b/data/jurisdictions/us/states/in/counties/adams/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 165
   hispanic: 1729
   bachelors_plus: 4604
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/79"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1729 |
 | Bachelor's or higher | 4604 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 19](/us/states/in/districts/senate/19.md) — 100% (state senate)
+- [IN House District 79](/us/states/in/districts/house/79.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/allen/index.md b/data/jurisdictions/us/states/in/counties/allen/index.md
index 53a0ecf253..1793b6677c 100644
--- a/data/jurisdictions/us/states/in/counties/allen/index.md
+++ b/data/jurisdictions/us/states/in/counties/allen/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 2233
   hispanic: 35389
   bachelors_plus: 108333
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/14"
+    rel: in-district
+    area_weight: 0.5277
+  - to: "us/states/in/districts/senate/16"
+    rel: in-district
+    area_weight: 0.2167
+  - to: "us/states/in/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1329
+  - to: "us/states/in/districts/senate/15"
+    rel: in-district
+    area_weight: 0.1227
+  - to: "us/states/in/districts/house/85"
+    rel: in-district
+    area_weight: 0.6146
+  - to: "us/states/in/districts/house/81"
+    rel: in-district
+    area_weight: 0.1988
+  - to: "us/states/in/districts/house/83"
+    rel: in-district
+    area_weight: 0.0595
+  - to: "us/states/in/districts/house/84"
+    rel: in-district
+    area_weight: 0.0494
+  - to: "us/states/in/districts/house/80"
+    rel: in-district
+    area_weight: 0.0397
+  - to: "us/states/in/districts/house/82"
+    rel: in-district
+    area_weight: 0.0375
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 35389 |
 | Bachelor's or higher | 108333 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 14](/us/states/in/districts/senate/14.md) — 53% (state senate)
+- [IN Senate District 16](/us/states/in/districts/senate/16.md) — 22% (state senate)
+- [IN Senate District 19](/us/states/in/districts/senate/19.md) — 13% (state senate)
+- [IN Senate District 15](/us/states/in/districts/senate/15.md) — 12% (state senate)
+- [IN House District 85](/us/states/in/districts/house/85.md) — 61% (state house)
+- [IN House District 81](/us/states/in/districts/house/81.md) — 20% (state house)
+- [IN House District 83](/us/states/in/districts/house/83.md) — 6% (state house)
+- [IN House District 84](/us/states/in/districts/house/84.md) — 5% (state house)
+- [IN House District 80](/us/states/in/districts/house/80.md) — 4% (state house)
+- [IN House District 82](/us/states/in/districts/house/82.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/bartholomew/index.md b/data/jurisdictions/us/states/in/counties/bartholomew/index.md
index fd5c498b54..f7f0e8d99c 100644
--- a/data/jurisdictions/us/states/in/counties/bartholomew/index.md
+++ b/data/jurisdictions/us/states/in/counties/bartholomew/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 70
   hispanic: 7710
   bachelors_plus: 27388
+districts:
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 0.7296
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.2704
+  - to: "us/states/in/districts/senate/41"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/59"
+    rel: in-district
+    area_weight: 0.5407
+  - to: "us/states/in/districts/house/73"
+    rel: in-district
+    area_weight: 0.4089
+  - to: "us/states/in/districts/house/69"
+    rel: in-district
+    area_weight: 0.0503
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 7710 |
 | Bachelor's or higher | 27388 |
 
+## Districts
+
+- [IN-06](/us/states/in/districts/06.md) — 73% (congressional)
+- [IN-09](/us/states/in/districts/09.md) — 27% (congressional)
+- [IN Senate District 41](/us/states/in/districts/senate/41.md) — 100% (state senate)
+- [IN House District 59](/us/states/in/districts/house/59.md) — 54% (state house)
+- [IN House District 73](/us/states/in/districts/house/73.md) — 41% (state house)
+- [IN House District 69](/us/states/in/districts/house/69.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/benton/index.md b/data/jurisdictions/us/states/in/counties/benton/index.md
index dcf8a81100..cfd2b22a5c 100644
--- a/data/jurisdictions/us/states/in/counties/benton/index.md
+++ b/data/jurisdictions/us/states/in/counties/benton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 52
   hispanic: 638
   bachelors_plus: 1348
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/13"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 638 |
 | Bachelor's or higher | 1348 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 6](/us/states/in/districts/senate/6.md) — 100% (state senate)
+- [IN House District 13](/us/states/in/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/blackford/index.md b/data/jurisdictions/us/states/in/counties/blackford/index.md
index 442796966f..728bd2cd9a 100644
--- a/data/jurisdictions/us/states/in/counties/blackford/index.md
+++ b/data/jurisdictions/us/states/in/counties/blackford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 283
   bachelors_plus: 1602
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/house/33"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 283 |
 | Bachelor's or higher | 1602 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 19](/us/states/in/districts/senate/19.md) — 100% (state senate)
+- [IN House District 33](/us/states/in/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/boone/index.md b/data/jurisdictions/us/states/in/counties/boone/index.md
index 13429a9c53..01946087ef 100644
--- a/data/jurisdictions/us/states/in/counties/boone/index.md
+++ b/data/jurisdictions/us/states/in/counties/boone/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 18
   hispanic: 3234
   bachelors_plus: 36353
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9477
+  - to: "us/states/in/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0522
+  - to: "us/states/in/districts/house/41"
+    rel: in-district
+    area_weight: 0.4307
+  - to: "us/states/in/districts/house/25"
+    rel: in-district
+    area_weight: 0.231
+  - to: "us/states/in/districts/house/28"
+    rel: in-district
+    area_weight: 0.1702
+  - to: "us/states/in/districts/house/24"
+    rel: in-district
+    area_weight: 0.1681
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 3234 |
 | Bachelor's or higher | 36353 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 7](/us/states/in/districts/senate/7.md) — 95% (state senate)
+- [IN Senate District 29](/us/states/in/districts/senate/29.md) — 5% (state senate)
+- [IN House District 41](/us/states/in/districts/house/41.md) — 43% (state house)
+- [IN House District 25](/us/states/in/districts/house/25.md) — 23% (state house)
+- [IN House District 28](/us/states/in/districts/house/28.md) — 17% (state house)
+- [IN House District 24](/us/states/in/districts/house/24.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/brown/index.md b/data/jurisdictions/us/states/in/counties/brown/index.md
index 98624d04d7..9485b57c9d 100644
--- a/data/jurisdictions/us/states/in/counties/brown/index.md
+++ b/data/jurisdictions/us/states/in/counties/brown/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 145
   hispanic: 304
   bachelors_plus: 4608
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/senate/44"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/house/62"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 304 |
 | Bachelor's or higher | 4608 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 44](/us/states/in/districts/senate/44.md) — 100% (state senate)
+- [IN House District 62](/us/states/in/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/carroll/index.md b/data/jurisdictions/us/states/in/counties/carroll/index.md
index d189287bd1..0da30b5318 100644
--- a/data/jurisdictions/us/states/in/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/in/counties/carroll/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 96
   hispanic: 942
   bachelors_plus: 3334
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/38"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 942 |
 | Bachelor's or higher | 3334 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 22](/us/states/in/districts/senate/22.md) — 100% (state senate)
+- [IN House District 38](/us/states/in/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/cass/index.md b/data/jurisdictions/us/states/in/counties/cass/index.md
index e672c8607e..bf3ff41e1d 100644
--- a/data/jurisdictions/us/states/in/counties/cass/index.md
+++ b/data/jurisdictions/us/states/in/counties/cass/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 263
   hispanic: 7000
   bachelors_plus: 5878
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 0.5744
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.4256
+  - to: "us/states/in/districts/senate/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/house/23"
+    rel: in-district
+    area_weight: 0.8409
+  - to: "us/states/in/districts/house/38"
+    rel: in-district
+    area_weight: 0.1591
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 7000 |
 | Bachelor's or higher | 5878 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 57% (congressional)
+- [IN-04](/us/states/in/districts/04.md) — 43% (congressional)
+- [IN Senate District 18](/us/states/in/districts/senate/18.md) — 100% (state senate)
+- [IN House District 23](/us/states/in/districts/house/23.md) — 84% (state house)
+- [IN House District 38](/us/states/in/districts/house/38.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/clark/index.md b/data/jurisdictions/us/states/in/counties/clark/index.md
index 0fb8cd536c..c0c0a9e7a9 100644
--- a/data/jurisdictions/us/states/in/counties/clark/index.md
+++ b/data/jurisdictions/us/states/in/counties/clark/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 429
   hispanic: 8547
   bachelors_plus: 32186
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/in/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/in/districts/house/66"
+    rel: in-district
+    area_weight: 0.7254
+  - to: "us/states/in/districts/house/70"
+    rel: in-district
+    area_weight: 0.1748
+  - to: "us/states/in/districts/house/71"
+    rel: in-district
+    area_weight: 0.0988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 8547 |
 | Bachelor's or higher | 32186 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 45](/us/states/in/districts/senate/45.md) — 100% (state senate)
+- [IN House District 66](/us/states/in/districts/house/66.md) — 73% (state house)
+- [IN House District 70](/us/states/in/districts/house/70.md) — 17% (state house)
+- [IN House District 71](/us/states/in/districts/house/71.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/clay/index.md b/data/jurisdictions/us/states/in/counties/clay/index.md
index dab8d4456d..b0da349e4d 100644
--- a/data/jurisdictions/us/states/in/counties/clay/index.md
+++ b/data/jurisdictions/us/states/in/counties/clay/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 5
   hispanic: 523
   bachelors_plus: 4929
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/46"
+    rel: in-district
+    area_weight: 0.6
+  - to: "us/states/in/districts/house/42"
+    rel: in-district
+    area_weight: 0.3999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 523 |
 | Bachelor's or higher | 4929 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 38](/us/states/in/districts/senate/38.md) — 100% (state senate)
+- [IN House District 46](/us/states/in/districts/house/46.md) — 60% (state house)
+- [IN House District 42](/us/states/in/districts/house/42.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/clinton/index.md b/data/jurisdictions/us/states/in/counties/clinton/index.md
index 90a480f4a8..c2b08c08d3 100644
--- a/data/jurisdictions/us/states/in/counties/clinton/index.md
+++ b/data/jurisdictions/us/states/in/counties/clinton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 30
   hispanic: 6415
   bachelors_plus: 4617
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/41"
+    rel: in-district
+    area_weight: 0.646
+  - to: "us/states/in/districts/house/38"
+    rel: in-district
+    area_weight: 0.354
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 6415 |
 | Bachelor's or higher | 4617 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 7](/us/states/in/districts/senate/7.md) — 100% (state senate)
+- [IN House District 41](/us/states/in/districts/house/41.md) — 65% (state house)
+- [IN House District 38](/us/states/in/districts/house/38.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/crawford/index.md b/data/jurisdictions/us/states/in/counties/crawford/index.md
index 4d7e0c0017..25a692d62a 100644
--- a/data/jurisdictions/us/states/in/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/in/counties/crawford/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 8
   hispanic: 167
   bachelors_plus: 1162
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9924
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.0067
+  - to: "us/states/in/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/in/districts/house/74"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 167 |
 | Bachelor's or higher | 1162 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 99% (congressional)
+- [IN-09](/us/states/in/districts/09.md) — 1% (congressional)
+- [IN Senate District 48](/us/states/in/districts/senate/48.md) — 100% (state senate)
+- [IN House District 74](/us/states/in/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/daviess/index.md b/data/jurisdictions/us/states/in/counties/daviess/index.md
index a6e854aff6..b8ad4a5307 100644
--- a/data/jurisdictions/us/states/in/counties/daviess/index.md
+++ b/data/jurisdictions/us/states/in/counties/daviess/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 66
   hispanic: 2193
   bachelors_plus: 4329
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/63"
+    rel: in-district
+    area_weight: 0.8343
+  - to: "us/states/in/districts/house/45"
+    rel: in-district
+    area_weight: 0.1656
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2193 |
 | Bachelor's or higher | 4329 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 39](/us/states/in/districts/senate/39.md) — 100% (state senate)
+- [IN House District 63](/us/states/in/districts/house/63.md) — 83% (state house)
+- [IN House District 45](/us/states/in/districts/house/45.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/dearborn/index.md b/data/jurisdictions/us/states/in/counties/dearborn/index.md
index df0b804f6f..5857cdf283 100644
--- a/data/jurisdictions/us/states/in/counties/dearborn/index.md
+++ b/data/jurisdictions/us/states/in/counties/dearborn/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 795
   bachelors_plus: 12352
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/in/districts/senate/43"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/68"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 795 |
 | Bachelor's or higher | 12352 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 43](/us/states/in/districts/senate/43.md) — 100% (state senate)
+- [IN House District 68](/us/states/in/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/decatur/index.md b/data/jurisdictions/us/states/in/counties/decatur/index.md
index 4d71e76240..471f664334 100644
--- a/data/jurisdictions/us/states/in/counties/decatur/index.md
+++ b/data/jurisdictions/us/states/in/counties/decatur/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 77
   hispanic: 667
   bachelors_plus: 4576
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/in/districts/senate/42"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/house/73"
+    rel: in-district
+    area_weight: 0.5484
+  - to: "us/states/in/districts/house/55"
+    rel: in-district
+    area_weight: 0.2556
+  - to: "us/states/in/districts/house/67"
+    rel: in-district
+    area_weight: 0.1959
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 667 |
 | Bachelor's or higher | 4576 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 42](/us/states/in/districts/senate/42.md) — 100% (state senate)
+- [IN House District 73](/us/states/in/districts/house/73.md) — 55% (state house)
+- [IN House District 55](/us/states/in/districts/house/55.md) — 26% (state house)
+- [IN House District 67](/us/states/in/districts/house/67.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/dekalb/index.md b/data/jurisdictions/us/states/in/counties/dekalb/index.md
index 1387cecdfc..b30e09cc2f 100644
--- a/data/jurisdictions/us/states/in/counties/dekalb/index.md
+++ b/data/jurisdictions/us/states/in/counties/dekalb/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 24
   hispanic: 1347
   bachelors_plus: 7828
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/14"
+    rel: in-district
+    area_weight: 0.7051
+  - to: "us/states/in/districts/senate/13"
+    rel: in-district
+    area_weight: 0.2949
+  - to: "us/states/in/districts/house/52"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1347 |
 | Bachelor's or higher | 7828 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 14](/us/states/in/districts/senate/14.md) — 71% (state senate)
+- [IN Senate District 13](/us/states/in/districts/senate/13.md) — 29% (state senate)
+- [IN House District 52](/us/states/in/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/delaware/index.md b/data/jurisdictions/us/states/in/counties/delaware/index.md
index 3192a46168..64e39fb898 100644
--- a/data/jurisdictions/us/states/in/counties/delaware/index.md
+++ b/data/jurisdictions/us/states/in/counties/delaware/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 172
   hispanic: 3657
   bachelors_plus: 26275
+districts:
+  - to: "us/states/in/districts/05"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/35"
+    rel: in-district
+    area_weight: 0.5064
+  - to: "us/states/in/districts/house/33"
+    rel: in-district
+    area_weight: 0.39
+  - to: "us/states/in/districts/house/34"
+    rel: in-district
+    area_weight: 0.1035
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3657 |
 | Bachelor's or higher | 26275 |
 
+## Districts
+
+- [IN-05](/us/states/in/districts/05.md) — 100% (congressional)
+- [IN Senate District 26](/us/states/in/districts/senate/26.md) — 100% (state senate)
+- [IN House District 35](/us/states/in/districts/house/35.md) — 51% (state house)
+- [IN House District 33](/us/states/in/districts/house/33.md) — 39% (state house)
+- [IN House District 34](/us/states/in/districts/house/34.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/dubois/index.md b/data/jurisdictions/us/states/in/counties/dubois/index.md
index 70eb54c832..b4ff3a83f0 100644
--- a/data/jurisdictions/us/states/in/counties/dubois/index.md
+++ b/data/jurisdictions/us/states/in/counties/dubois/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 33
   hispanic: 4372
   bachelors_plus: 9828
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/63"
+    rel: in-district
+    area_weight: 0.5108
+  - to: "us/states/in/districts/house/74"
+    rel: in-district
+    area_weight: 0.4891
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4372 |
 | Bachelor's or higher | 9828 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 48](/us/states/in/districts/senate/48.md) — 100% (state senate)
+- [IN House District 63](/us/states/in/districts/house/63.md) — 51% (state house)
+- [IN House District 74](/us/states/in/districts/house/74.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/elkhart/index.md b/data/jurisdictions/us/states/in/counties/elkhart/index.md
index 7740659482..a244fe294c 100644
--- a/data/jurisdictions/us/states/in/counties/elkhart/index.md
+++ b/data/jurisdictions/us/states/in/counties/elkhart/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1349
   hispanic: 41619
   bachelors_plus: 36070
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/in/districts/senate/12"
+    rel: in-district
+    area_weight: 0.5299
+  - to: "us/states/in/districts/senate/9"
+    rel: in-district
+    area_weight: 0.2686
+  - to: "us/states/in/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2013
+  - to: "us/states/in/districts/house/49"
+    rel: in-district
+    area_weight: 0.3583
+  - to: "us/states/in/districts/house/21"
+    rel: in-district
+    area_weight: 0.3111
+  - to: "us/states/in/districts/house/48"
+    rel: in-district
+    area_weight: 0.1699
+  - to: "us/states/in/districts/house/18"
+    rel: in-district
+    area_weight: 0.1604
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 41619 |
 | Bachelor's or higher | 36070 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 100% (congressional)
+- [IN Senate District 12](/us/states/in/districts/senate/12.md) — 53% (state senate)
+- [IN Senate District 9](/us/states/in/districts/senate/9.md) — 27% (state senate)
+- [IN Senate District 11](/us/states/in/districts/senate/11.md) — 20% (state senate)
+- [IN House District 49](/us/states/in/districts/house/49.md) — 36% (state house)
+- [IN House District 21](/us/states/in/districts/house/21.md) — 31% (state house)
+- [IN House District 48](/us/states/in/districts/house/48.md) — 17% (state house)
+- [IN House District 18](/us/states/in/districts/house/18.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/fayette/index.md b/data/jurisdictions/us/states/in/counties/fayette/index.md
index c465a93c68..052db4ef37 100644
--- a/data/jurisdictions/us/states/in/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/in/counties/fayette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 33
   hispanic: 318
   bachelors_plus: 3315
+districts:
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/senate/42"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/in/districts/house/55"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 318 |
 | Bachelor's or higher | 3315 |
 
+## Districts
+
+- [IN-06](/us/states/in/districts/06.md) — 100% (congressional)
+- [IN Senate District 42](/us/states/in/districts/senate/42.md) — 100% (state senate)
+- [IN House District 55](/us/states/in/districts/house/55.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/floyd/index.md b/data/jurisdictions/us/states/in/counties/floyd/index.md
index 87e2ae5fb7..e0ef2dcbc8 100644
--- a/data/jurisdictions/us/states/in/counties/floyd/index.md
+++ b/data/jurisdictions/us/states/in/counties/floyd/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 162
   hispanic: 3453
   bachelors_plus: 25333
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/in/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9416
+  - to: "us/states/in/districts/senate/45"
+    rel: in-district
+    area_weight: 0.0581
+  - to: "us/states/in/districts/house/72"
+    rel: in-district
+    area_weight: 0.6559
+  - to: "us/states/in/districts/house/70"
+    rel: in-district
+    area_weight: 0.3397
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3453 |
 | Bachelor's or higher | 25333 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 47](/us/states/in/districts/senate/47.md) — 94% (state senate)
+- [IN Senate District 45](/us/states/in/districts/senate/45.md) — 6% (state senate)
+- [IN House District 72](/us/states/in/districts/house/72.md) — 66% (state house)
+- [IN House District 70](/us/states/in/districts/house/70.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/fountain/index.md b/data/jurisdictions/us/states/in/counties/fountain/index.md
index 92fedd21d2..8036d1b601 100644
--- a/data/jurisdictions/us/states/in/counties/fountain/index.md
+++ b/data/jurisdictions/us/states/in/counties/fountain/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 9
   hispanic: 501
   bachelors_plus: 2390
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.5489
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.4511
+  - to: "us/states/in/districts/senate/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/house/13"
+    rel: in-district
+    area_weight: 0.815
+  - to: "us/states/in/districts/house/42"
+    rel: in-district
+    area_weight: 0.185
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 501 |
 | Bachelor's or higher | 2390 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 55% (congressional)
+- [IN-04](/us/states/in/districts/04.md) — 45% (congressional)
+- [IN Senate District 23](/us/states/in/districts/senate/23.md) — 100% (state senate)
+- [IN House District 13](/us/states/in/districts/house/13.md) — 82% (state house)
+- [IN House District 42](/us/states/in/districts/house/42.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/franklin/index.md b/data/jurisdictions/us/states/in/counties/franklin/index.md
index d7814ba4cb..1220366000 100644
--- a/data/jurisdictions/us/states/in/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/in/counties/franklin/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 8
   hispanic: 270
   bachelors_plus: 4058
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/in/districts/senate/27"
+    rel: in-district
+    area_weight: 0.5183
+  - to: "us/states/in/districts/senate/42"
+    rel: in-district
+    area_weight: 0.4817
+  - to: "us/states/in/districts/house/55"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 270 |
 | Bachelor's or higher | 4058 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 27](/us/states/in/districts/senate/27.md) — 52% (state senate)
+- [IN Senate District 42](/us/states/in/districts/senate/42.md) — 48% (state senate)
+- [IN House District 55](/us/states/in/districts/house/55.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/fulton/index.md b/data/jurisdictions/us/states/in/counties/fulton/index.md
index c4fb53782b..4a2eebf4f0 100644
--- a/data/jurisdictions/us/states/in/counties/fulton/index.md
+++ b/data/jurisdictions/us/states/in/counties/fulton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 1108
   bachelors_plus: 3240
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/17"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1108 |
 | Bachelor's or higher | 3240 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 100% (congressional)
+- [IN Senate District 18](/us/states/in/districts/senate/18.md) — 100% (state senate)
+- [IN House District 17](/us/states/in/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/gibson/index.md b/data/jurisdictions/us/states/in/counties/gibson/index.md
index 07f848a1cf..d41d3fe54f 100644
--- a/data/jurisdictions/us/states/in/counties/gibson/index.md
+++ b/data/jurisdictions/us/states/in/counties/gibson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 11
   hispanic: 767
   bachelors_plus: 5383
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/in/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/in/districts/house/64"
+    rel: in-district
+    area_weight: 0.8384
+  - to: "us/states/in/districts/house/75"
+    rel: in-district
+    area_weight: 0.1611
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 767 |
 | Bachelor's or higher | 5383 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 48](/us/states/in/districts/senate/48.md) — 100% (state senate)
+- [IN House District 64](/us/states/in/districts/house/64.md) — 84% (state house)
+- [IN House District 75](/us/states/in/districts/house/75.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/grant/index.md b/data/jurisdictions/us/states/in/counties/grant/index.md
index 43f3bcb750..13be70bb25 100644
--- a/data/jurisdictions/us/states/in/counties/grant/index.md
+++ b/data/jurisdictions/us/states/in/counties/grant/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 359
   hispanic: 3674
   bachelors_plus: 12399
+districts:
+  - to: "us/states/in/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/31"
+    rel: in-district
+    area_weight: 0.9417
+  - to: "us/states/in/districts/house/30"
+    rel: in-district
+    area_weight: 0.0581
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3674 |
 | Bachelor's or higher | 12399 |
 
+## Districts
+
+- [IN-05](/us/states/in/districts/05.md) — 100% (congressional)
+- [IN Senate District 17](/us/states/in/districts/senate/17.md) — 100% (state senate)
+- [IN House District 31](/us/states/in/districts/house/31.md) — 94% (state house)
+- [IN House District 30](/us/states/in/districts/house/30.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/greene/index.md b/data/jurisdictions/us/states/in/counties/greene/index.md
index fe0e44fcd2..79bf8f1e11 100644
--- a/data/jurisdictions/us/states/in/counties/greene/index.md
+++ b/data/jurisdictions/us/states/in/counties/greene/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 649
   bachelors_plus: 4690
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/45"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 649 |
 | Bachelor's or higher | 4690 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 39](/us/states/in/districts/senate/39.md) — 100% (state senate)
+- [IN House District 45](/us/states/in/districts/house/45.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/hamilton/index.md b/data/jurisdictions/us/states/in/counties/hamilton/index.md
index 912e63478b..3eabd7695f 100644
--- a/data/jurisdictions/us/states/in/counties/hamilton/index.md
+++ b/data/jurisdictions/us/states/in/counties/hamilton/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 341
   hispanic: 20577
   bachelors_plus: 207834
+districts:
+  - to: "us/states/in/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/20"
+    rel: in-district
+    area_weight: 0.3418
+  - to: "us/states/in/districts/senate/21"
+    rel: in-district
+    area_weight: 0.2593
+  - to: "us/states/in/districts/senate/25"
+    rel: in-district
+    area_weight: 0.204
+  - to: "us/states/in/districts/senate/31"
+    rel: in-district
+    area_weight: 0.1276
+  - to: "us/states/in/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0672
+  - to: "us/states/in/districts/house/37"
+    rel: in-district
+    area_weight: 0.4251
+  - to: "us/states/in/districts/house/24"
+    rel: in-district
+    area_weight: 0.2782
+  - to: "us/states/in/districts/house/29"
+    rel: in-district
+    area_weight: 0.1239
+  - to: "us/states/in/districts/house/32"
+    rel: in-district
+    area_weight: 0.0761
+  - to: "us/states/in/districts/house/39"
+    rel: in-district
+    area_weight: 0.07
+  - to: "us/states/in/districts/house/88"
+    rel: in-district
+    area_weight: 0.0265
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 20577 |
 | Bachelor's or higher | 207834 |
 
+## Districts
+
+- [IN-05](/us/states/in/districts/05.md) — 100% (congressional)
+- [IN Senate District 20](/us/states/in/districts/senate/20.md) — 34% (state senate)
+- [IN Senate District 21](/us/states/in/districts/senate/21.md) — 26% (state senate)
+- [IN Senate District 25](/us/states/in/districts/senate/25.md) — 20% (state senate)
+- [IN Senate District 31](/us/states/in/districts/senate/31.md) — 13% (state senate)
+- [IN Senate District 29](/us/states/in/districts/senate/29.md) — 7% (state senate)
+- [IN House District 37](/us/states/in/districts/house/37.md) — 43% (state house)
+- [IN House District 24](/us/states/in/districts/house/24.md) — 28% (state house)
+- [IN House District 29](/us/states/in/districts/house/29.md) — 12% (state house)
+- [IN House District 32](/us/states/in/districts/house/32.md) — 8% (state house)
+- [IN House District 39](/us/states/in/districts/house/39.md) — 7% (state house)
+- [IN House District 88](/us/states/in/districts/house/88.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/hancock/index.md b/data/jurisdictions/us/states/in/counties/hancock/index.md
index 575d0f0039..d1dddf2342 100644
--- a/data/jurisdictions/us/states/in/counties/hancock/index.md
+++ b/data/jurisdictions/us/states/in/counties/hancock/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 73
   hispanic: 2952
   bachelors_plus: 27147
+districts:
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/53"
+    rel: in-district
+    area_weight: 0.6663
+  - to: "us/states/in/districts/house/88"
+    rel: in-district
+    area_weight: 0.2364
+  - to: "us/states/in/districts/house/54"
+    rel: in-district
+    area_weight: 0.0971
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2952 |
 | Bachelor's or higher | 27147 |
 
+## Districts
+
+- [IN-06](/us/states/in/districts/06.md) — 100% (congressional)
+- [IN Senate District 28](/us/states/in/districts/senate/28.md) — 100% (state senate)
+- [IN House District 53](/us/states/in/districts/house/53.md) — 67% (state house)
+- [IN House District 88](/us/states/in/districts/house/88.md) — 24% (state house)
+- [IN House District 54](/us/states/in/districts/house/54.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/harrison/index.md b/data/jurisdictions/us/states/in/counties/harrison/index.md
index 1a030631d7..f4998e71f2 100644
--- a/data/jurisdictions/us/states/in/counties/harrison/index.md
+++ b/data/jurisdictions/us/states/in/counties/harrison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 321
   hispanic: 961
   bachelors_plus: 8150
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9945
+  - to: "us/states/in/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/in/districts/house/70"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 961 |
 | Bachelor's or higher | 8150 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 99% (congressional)
+- [IN Senate District 47](/us/states/in/districts/senate/47.md) — 100% (state senate)
+- [IN House District 70](/us/states/in/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/hendricks/index.md b/data/jurisdictions/us/states/in/counties/hendricks/index.md
index a1e70b4782..2835f87c08 100644
--- a/data/jurisdictions/us/states/in/counties/hendricks/index.md
+++ b/data/jurisdictions/us/states/in/counties/hendricks/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 518
   hispanic: 9546
   bachelors_plus: 66079
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/24"
+    rel: in-district
+    area_weight: 0.4903
+  - to: "us/states/in/districts/senate/7"
+    rel: in-district
+    area_weight: 0.3011
+  - to: "us/states/in/districts/senate/35"
+    rel: in-district
+    area_weight: 0.2085
+  - to: "us/states/in/districts/house/28"
+    rel: in-district
+    area_weight: 0.7398
+  - to: "us/states/in/districts/house/40"
+    rel: in-district
+    area_weight: 0.1061
+  - to: "us/states/in/districts/house/25"
+    rel: in-district
+    area_weight: 0.0849
+  - to: "us/states/in/districts/house/57"
+    rel: in-district
+    area_weight: 0.069
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 9546 |
 | Bachelor's or higher | 66079 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 24](/us/states/in/districts/senate/24.md) — 49% (state senate)
+- [IN Senate District 7](/us/states/in/districts/senate/7.md) — 30% (state senate)
+- [IN Senate District 35](/us/states/in/districts/senate/35.md) — 21% (state senate)
+- [IN House District 28](/us/states/in/districts/house/28.md) — 74% (state house)
+- [IN House District 40](/us/states/in/districts/house/40.md) — 11% (state house)
+- [IN House District 25](/us/states/in/districts/house/25.md) — 8% (state house)
+- [IN House District 57](/us/states/in/districts/house/57.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/henry/index.md b/data/jurisdictions/us/states/in/counties/henry/index.md
index 55bd11acf8..979a0c37d7 100644
--- a/data/jurisdictions/us/states/in/counties/henry/index.md
+++ b/data/jurisdictions/us/states/in/counties/henry/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 43
   hispanic: 1113
   bachelors_plus: 8278
+districts:
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/54"
+    rel: in-district
+    area_weight: 0.8948
+  - to: "us/states/in/districts/house/56"
+    rel: in-district
+    area_weight: 0.0545
+  - to: "us/states/in/districts/house/33"
+    rel: in-district
+    area_weight: 0.0505
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1113 |
 | Bachelor's or higher | 8278 |
 
+## Districts
+
+- [IN-06](/us/states/in/districts/06.md) — 100% (congressional)
+- [IN Senate District 27](/us/states/in/districts/senate/27.md) — 100% (state senate)
+- [IN House District 54](/us/states/in/districts/house/54.md) — 89% (state house)
+- [IN House District 56](/us/states/in/districts/house/56.md) — 5% (state house)
+- [IN House District 33](/us/states/in/districts/house/33.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/howard/index.md b/data/jurisdictions/us/states/in/counties/howard/index.md
index c036ea6163..5497235244 100644
--- a/data/jurisdictions/us/states/in/counties/howard/index.md
+++ b/data/jurisdictions/us/states/in/counties/howard/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 46
   hispanic: 3438
   bachelors_plus: 16136
+districts:
+  - to: "us/states/in/districts/05"
+    rel: in-district
+    area_weight: 0.9611
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.0389
+  - to: "us/states/in/districts/senate/18"
+    rel: in-district
+    area_weight: 0.6897
+  - to: "us/states/in/districts/senate/21"
+    rel: in-district
+    area_weight: 0.3102
+  - to: "us/states/in/districts/house/30"
+    rel: in-district
+    area_weight: 0.5778
+  - to: "us/states/in/districts/house/38"
+    rel: in-district
+    area_weight: 0.4221
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 3438 |
 | Bachelor's or higher | 16136 |
 
+## Districts
+
+- [IN-05](/us/states/in/districts/05.md) — 96% (congressional)
+- [IN-04](/us/states/in/districts/04.md) — 4% (congressional)
+- [IN Senate District 18](/us/states/in/districts/senate/18.md) — 69% (state senate)
+- [IN Senate District 21](/us/states/in/districts/senate/21.md) — 31% (state senate)
+- [IN House District 30](/us/states/in/districts/house/30.md) — 58% (state house)
+- [IN House District 38](/us/states/in/districts/house/38.md) — 42% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/huntington/index.md b/data/jurisdictions/us/states/in/counties/huntington/index.md
index 5134c15cbe..d721a6f353 100644
--- a/data/jurisdictions/us/states/in/counties/huntington/index.md
+++ b/data/jurisdictions/us/states/in/counties/huntington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 64
   hispanic: 1164
   bachelors_plus: 7261
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/in/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/house/50"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1164 |
 | Bachelor's or higher | 7261 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 17](/us/states/in/districts/senate/17.md) — 100% (state senate)
+- [IN House District 50](/us/states/in/districts/house/50.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/jackson/index.md b/data/jurisdictions/us/states/in/counties/jackson/index.md
index 70fd85ae1a..73b4036ef4 100644
--- a/data/jurisdictions/us/states/in/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/in/counties/jackson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1005
   hispanic: 6707
   bachelors_plus: 8074
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/44"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/in/districts/house/69"
+    rel: in-district
+    area_weight: 0.6678
+  - to: "us/states/in/districts/house/62"
+    rel: in-district
+    area_weight: 0.2505
+  - to: "us/states/in/districts/house/65"
+    rel: in-district
+    area_weight: 0.0816
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 6707 |
 | Bachelor's or higher | 8074 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 44](/us/states/in/districts/senate/44.md) — 100% (state senate)
+- [IN House District 69](/us/states/in/districts/house/69.md) — 67% (state house)
+- [IN House District 62](/us/states/in/districts/house/62.md) — 25% (state house)
+- [IN House District 65](/us/states/in/districts/house/65.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/jasper/index.md b/data/jurisdictions/us/states/in/counties/jasper/index.md
index 78383b0c87..d80e2a810d 100644
--- a/data/jurisdictions/us/states/in/counties/jasper/index.md
+++ b/data/jurisdictions/us/states/in/counties/jasper/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 15
   hispanic: 2526
   bachelors_plus: 5881
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/senate/6"
+    rel: in-district
+    area_weight: 0.5014
+  - to: "us/states/in/districts/senate/5"
+    rel: in-district
+    area_weight: 0.4985
+  - to: "us/states/in/districts/house/16"
+    rel: in-district
+    area_weight: 0.7431
+  - to: "us/states/in/districts/house/11"
+    rel: in-district
+    area_weight: 0.1639
+  - to: "us/states/in/districts/house/13"
+    rel: in-district
+    area_weight: 0.093
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 2526 |
 | Bachelor's or higher | 5881 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 6](/us/states/in/districts/senate/6.md) — 50% (state senate)
+- [IN Senate District 5](/us/states/in/districts/senate/5.md) — 50% (state senate)
+- [IN House District 16](/us/states/in/districts/house/16.md) — 74% (state house)
+- [IN House District 11](/us/states/in/districts/house/11.md) — 16% (state house)
+- [IN House District 13](/us/states/in/districts/house/13.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/jay/index.md b/data/jurisdictions/us/states/in/counties/jay/index.md
index 1e310e8554..c8316dcbf2 100644
--- a/data/jurisdictions/us/states/in/counties/jay/index.md
+++ b/data/jurisdictions/us/states/in/counties/jay/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 12
   hispanic: 922
   bachelors_plus: 2463
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/33"
+    rel: in-district
+    area_weight: 0.6707
+  - to: "us/states/in/districts/house/79"
+    rel: in-district
+    area_weight: 0.3292
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 922 |
 | Bachelor's or higher | 2463 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 19](/us/states/in/districts/senate/19.md) — 100% (state senate)
+- [IN House District 33](/us/states/in/districts/house/33.md) — 67% (state house)
+- [IN House District 79](/us/states/in/districts/house/79.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/jefferson/index.md b/data/jurisdictions/us/states/in/counties/jefferson/index.md
index bf494a1e95..7b58830d12 100644
--- a/data/jurisdictions/us/states/in/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/in/counties/jefferson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 60
   hispanic: 1148
   bachelors_plus: 6623
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/in/districts/senate/43"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/house/67"
+    rel: in-district
+    area_weight: 0.7472
+  - to: "us/states/in/districts/house/66"
+    rel: in-district
+    area_weight: 0.1557
+  - to: "us/states/in/districts/house/68"
+    rel: in-district
+    area_weight: 0.0966
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1148 |
 | Bachelor's or higher | 6623 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 43](/us/states/in/districts/senate/43.md) — 100% (state senate)
+- [IN House District 67](/us/states/in/districts/house/67.md) — 75% (state house)
+- [IN House District 66](/us/states/in/districts/house/66.md) — 16% (state house)
+- [IN House District 68](/us/states/in/districts/house/68.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/jennings/index.md b/data/jurisdictions/us/states/in/counties/jennings/index.md
index 4fa25f45f6..61086517c1 100644
--- a/data/jurisdictions/us/states/in/counties/jennings/index.md
+++ b/data/jurisdictions/us/states/in/counties/jennings/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 93
   hispanic: 957
   bachelors_plus: 3792
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/senate/43"
+    rel: in-district
+    area_weight: 0.5378
+  - to: "us/states/in/districts/senate/42"
+    rel: in-district
+    area_weight: 0.4621
+  - to: "us/states/in/districts/house/67"
+    rel: in-district
+    area_weight: 0.8504
+  - to: "us/states/in/districts/house/73"
+    rel: in-district
+    area_weight: 0.1495
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 957 |
 | Bachelor's or higher | 3792 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 43](/us/states/in/districts/senate/43.md) — 54% (state senate)
+- [IN Senate District 42](/us/states/in/districts/senate/42.md) — 46% (state senate)
+- [IN House District 67](/us/states/in/districts/house/67.md) — 85% (state house)
+- [IN House District 73](/us/states/in/districts/house/73.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/johnson/index.md b/data/jurisdictions/us/states/in/counties/johnson/index.md
index 4015d11905..681cc7b692 100644
--- a/data/jurisdictions/us/states/in/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/in/counties/johnson/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 806
   hispanic: 7159
   bachelors_plus: 54213
+districts:
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/senate/41"
+    rel: in-district
+    area_weight: 0.4622
+  - to: "us/states/in/districts/senate/37"
+    rel: in-district
+    area_weight: 0.3552
+  - to: "us/states/in/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1537
+  - to: "us/states/in/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0289
+  - to: "us/states/in/districts/house/47"
+    rel: in-district
+    area_weight: 0.669
+  - to: "us/states/in/districts/house/58"
+    rel: in-district
+    area_weight: 0.2198
+  - to: "us/states/in/districts/house/60"
+    rel: in-district
+    area_weight: 0.0591
+  - to: "us/states/in/districts/house/57"
+    rel: in-district
+    area_weight: 0.0521
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 7159 |
 | Bachelor's or higher | 54213 |
 
+## Districts
+
+- [IN-06](/us/states/in/districts/06.md) — 100% (congressional)
+- [IN Senate District 41](/us/states/in/districts/senate/41.md) — 46% (state senate)
+- [IN Senate District 37](/us/states/in/districts/senate/37.md) — 36% (state senate)
+- [IN Senate District 32](/us/states/in/districts/senate/32.md) — 15% (state senate)
+- [IN Senate District 36](/us/states/in/districts/senate/36.md) — 3% (state senate)
+- [IN House District 47](/us/states/in/districts/house/47.md) — 67% (state house)
+- [IN House District 58](/us/states/in/districts/house/58.md) — 22% (state house)
+- [IN House District 60](/us/states/in/districts/house/60.md) — 6% (state house)
+- [IN House District 57](/us/states/in/districts/house/57.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/knox/index.md b/data/jurisdictions/us/states/in/counties/knox/index.md
index 070861ba3a..0b7ead4c9e 100644
--- a/data/jurisdictions/us/states/in/counties/knox/index.md
+++ b/data/jurisdictions/us/states/in/counties/knox/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 20
   hispanic: 1076
   bachelors_plus: 6314
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9936
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/in/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/in/districts/house/64"
+    rel: in-district
+    area_weight: 0.5977
+  - to: "us/states/in/districts/house/45"
+    rel: in-district
+    area_weight: 0.4016
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1076 |
 | Bachelor's or higher | 6314 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 99% (congressional)
+- [IL-12](/us/states/il/districts/12.md) — 1% (congressional)
+- [IN Senate District 39](/us/states/in/districts/senate/39.md) — 100% (state senate)
+- [IN House District 64](/us/states/in/districts/house/64.md) — 60% (state house)
+- [IN House District 45](/us/states/in/districts/house/45.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/kosciusko/index.md b/data/jurisdictions/us/states/in/counties/kosciusko/index.md
index a4be4b59ce..20f2a4f164 100644
--- a/data/jurisdictions/us/states/in/counties/kosciusko/index.md
+++ b/data/jurisdictions/us/states/in/counties/kosciusko/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 30
   hispanic: 7818
   bachelors_plus: 18146
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 0.8082
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.1918
+  - to: "us/states/in/districts/senate/18"
+    rel: in-district
+    area_weight: 0.5041
+  - to: "us/states/in/districts/senate/9"
+    rel: in-district
+    area_weight: 0.4958
+  - to: "us/states/in/districts/house/22"
+    rel: in-district
+    area_weight: 0.8726
+  - to: "us/states/in/districts/house/18"
+    rel: in-district
+    area_weight: 0.1274
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 7818 |
 | Bachelor's or higher | 18146 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 81% (congressional)
+- [IN-03](/us/states/in/districts/03.md) — 19% (congressional)
+- [IN Senate District 18](/us/states/in/districts/senate/18.md) — 50% (state senate)
+- [IN Senate District 9](/us/states/in/districts/senate/9.md) — 50% (state senate)
+- [IN House District 22](/us/states/in/districts/house/22.md) — 87% (state house)
+- [IN House District 18](/us/states/in/districts/house/18.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/lagrange/index.md b/data/jurisdictions/us/states/in/counties/lagrange/index.md
index afa4f32850..db66604a0d 100644
--- a/data/jurisdictions/us/states/in/counties/lagrange/index.md
+++ b/data/jurisdictions/us/states/in/counties/lagrange/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 54
   hispanic: 1845
   bachelors_plus: 3694
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/51"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1845 |
 | Bachelor's or higher | 3694 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 13](/us/states/in/districts/senate/13.md) — 100% (state senate)
+- [IN House District 51](/us/states/in/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/lake/index.md b/data/jurisdictions/us/states/in/counties/lake/index.md
index 88e0c8634e..01adda2e0f 100644
--- a/data/jurisdictions/us/states/in/counties/lake/index.md
+++ b/data/jurisdictions/us/states/in/counties/lake/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 2582
   hispanic: 104584
   bachelors_plus: 117510
+districts:
+  - to: "us/states/in/districts/01"
+    rel: in-district
+    area_weight: 0.8033
+  - to: "us/states/in/districts/senate/6"
+    rel: in-district
+    area_weight: 0.4329
+  - to: "us/states/in/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1836
+  - to: "us/states/in/districts/senate/1"
+    rel: in-district
+    area_weight: 0.1104
+  - to: "us/states/in/districts/senate/2"
+    rel: in-district
+    area_weight: 0.077
+  - to: "us/states/in/districts/house/11"
+    rel: in-district
+    area_weight: 0.306
+  - to: "us/states/in/districts/house/19"
+    rel: in-district
+    area_weight: 0.1453
+  - to: "us/states/in/districts/house/3"
+    rel: in-district
+    area_weight: 0.0819
+  - to: "us/states/in/districts/house/15"
+    rel: in-district
+    area_weight: 0.0724
+  - to: "us/states/in/districts/house/2"
+    rel: in-district
+    area_weight: 0.0637
+  - to: "us/states/in/districts/house/14"
+    rel: in-district
+    area_weight: 0.0605
+  - to: "us/states/in/districts/house/12"
+    rel: in-district
+    area_weight: 0.0396
+  - to: "us/states/in/districts/house/1"
+    rel: in-district
+    area_weight: 0.0346
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction.
 | Hispanic/Latino | 104584 |
 | Bachelor's or higher | 117510 |
 
+## Districts
+
+- [IN-01](/us/states/in/districts/01.md) — 80% (congressional)
+- [IN Senate District 6](/us/states/in/districts/senate/6.md) — 43% (state senate)
+- [IN Senate District 3](/us/states/in/districts/senate/3.md) — 18% (state senate)
+- [IN Senate District 1](/us/states/in/districts/senate/1.md) — 11% (state senate)
+- [IN Senate District 2](/us/states/in/districts/senate/2.md) — 8% (state senate)
+- [IN House District 11](/us/states/in/districts/house/11.md) — 31% (state house)
+- [IN House District 19](/us/states/in/districts/house/19.md) — 15% (state house)
+- [IN House District 3](/us/states/in/districts/house/3.md) — 8% (state house)
+- [IN House District 15](/us/states/in/districts/house/15.md) — 7% (state house)
+- [IN House District 2](/us/states/in/districts/house/2.md) — 6% (state house)
+- [IN House District 14](/us/states/in/districts/house/14.md) — 6% (state house)
+- [IN House District 12](/us/states/in/districts/house/12.md) — 4% (state house)
+- [IN House District 1](/us/states/in/districts/house/1.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/laporte/index.md b/data/jurisdictions/us/states/in/counties/laporte/index.md
index 597a6718b3..c7ecb9a71a 100644
--- a/data/jurisdictions/us/states/in/counties/laporte/index.md
+++ b/data/jurisdictions/us/states/in/counties/laporte/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 234
   hispanic: 8498
   bachelors_plus: 24005
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 0.6773
+  - to: "us/states/in/districts/01"
+    rel: in-district
+    area_weight: 0.3079
+  - to: "us/states/in/districts/senate/8"
+    rel: in-district
+    area_weight: 0.8505
+  - to: "us/states/in/districts/senate/4"
+    rel: in-district
+    area_weight: 0.1341
+  - to: "us/states/in/districts/house/20"
+    rel: in-district
+    area_weight: 0.7747
+  - to: "us/states/in/districts/house/9"
+    rel: in-district
+    area_weight: 0.1877
+  - to: "us/states/in/districts/house/7"
+    rel: in-district
+    area_weight: 0.0223
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 8498 |
 | Bachelor's or higher | 24005 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 68% (congressional)
+- [IN-01](/us/states/in/districts/01.md) — 31% (congressional)
+- [IN Senate District 8](/us/states/in/districts/senate/8.md) — 85% (state senate)
+- [IN Senate District 4](/us/states/in/districts/senate/4.md) — 13% (state senate)
+- [IN House District 20](/us/states/in/districts/house/20.md) — 77% (state house)
+- [IN House District 9](/us/states/in/districts/house/9.md) — 19% (state house)
+- [IN House District 7](/us/states/in/districts/house/7.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/lawrence/index.md b/data/jurisdictions/us/states/in/counties/lawrence/index.md
index 081d6e3ad8..358255fb07 100644
--- a/data/jurisdictions/us/states/in/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/in/counties/lawrence/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 27
   hispanic: 900
   bachelors_plus: 9148
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/senate/44"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/65"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 900 |
 | Bachelor's or higher | 9148 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 44](/us/states/in/districts/senate/44.md) — 100% (state senate)
+- [IN House District 65](/us/states/in/districts/house/65.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/madison/index.md b/data/jurisdictions/us/states/in/counties/madison/index.md
index ec782f4eb1..50d69f40ef 100644
--- a/data/jurisdictions/us/states/in/counties/madison/index.md
+++ b/data/jurisdictions/us/states/in/counties/madison/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 321
   hispanic: 7102
   bachelors_plus: 25405
+districts:
+  - to: "us/states/in/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/35"
+    rel: in-district
+    area_weight: 0.4763
+  - to: "us/states/in/districts/house/36"
+    rel: in-district
+    area_weight: 0.2023
+  - to: "us/states/in/districts/house/31"
+    rel: in-district
+    area_weight: 0.1751
+  - to: "us/states/in/districts/house/53"
+    rel: in-district
+    area_weight: 0.0931
+  - to: "us/states/in/districts/house/88"
+    rel: in-district
+    area_weight: 0.0531
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 7102 |
 | Bachelor's or higher | 25405 |
 
+## Districts
+
+- [IN-05](/us/states/in/districts/05.md) — 100% (congressional)
+- [IN Senate District 25](/us/states/in/districts/senate/25.md) — 100% (state senate)
+- [IN House District 35](/us/states/in/districts/house/35.md) — 48% (state house)
+- [IN House District 36](/us/states/in/districts/house/36.md) — 20% (state house)
+- [IN House District 31](/us/states/in/districts/house/31.md) — 18% (state house)
+- [IN House District 53](/us/states/in/districts/house/53.md) — 9% (state house)
+- [IN House District 88](/us/states/in/districts/house/88.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/marion/index.md b/data/jurisdictions/us/states/in/counties/marion/index.md
index 094a65785c..f97d2db56d 100644
--- a/data/jurisdictions/us/states/in/counties/marion/index.md
+++ b/data/jurisdictions/us/states/in/counties/marion/index.md
@@ -22,9 +22,96 @@ demographics:
   race_native: 5651
   hispanic: 134243
   bachelors_plus: 303489
+districts:
+  - to: "us/states/in/districts/07"
+    rel: in-district
+    area_weight: 0.7018
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 0.298
+  - to: "us/states/in/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1618
+  - to: "us/states/in/districts/senate/35"
+    rel: in-district
+    area_weight: 0.1475
+  - to: "us/states/in/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1403
+  - to: "us/states/in/districts/senate/34"
+    rel: in-district
+    area_weight: 0.1193
+  - to: "us/states/in/districts/senate/36"
+    rel: in-district
+    area_weight: 0.1058
+  - to: "us/states/in/districts/senate/46"
+    rel: in-district
+    area_weight: 0.0921
+  - to: "us/states/in/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0896
+  - to: "us/states/in/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0838
+  - to: "us/states/in/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0376
+  - to: "us/states/in/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0221
+  - to: "us/states/in/districts/house/91"
+    rel: in-district
+    area_weight: 0.1413
+  - to: "us/states/in/districts/house/90"
+    rel: in-district
+    area_weight: 0.1012
+  - to: "us/states/in/districts/house/89"
+    rel: in-district
+    area_weight: 0.0927
+  - to: "us/states/in/districts/house/86"
+    rel: in-district
+    area_weight: 0.0843
+  - to: "us/states/in/districts/house/87"
+    rel: in-district
+    area_weight: 0.0827
+  - to: "us/states/in/districts/house/92"
+    rel: in-district
+    area_weight: 0.0724
+  - to: "us/states/in/districts/house/97"
+    rel: in-district
+    area_weight: 0.0658
+  - to: "us/states/in/districts/house/93"
+    rel: in-district
+    area_weight: 0.0525
+  - to: "us/states/in/districts/house/98"
+    rel: in-district
+    area_weight: 0.0507
+  - to: "us/states/in/districts/house/95"
+    rel: in-district
+    area_weight: 0.0506
+  - to: "us/states/in/districts/house/96"
+    rel: in-district
+    area_weight: 0.0493
+  - to: "us/states/in/districts/house/99"
+    rel: in-district
+    area_weight: 0.0475
+  - to: "us/states/in/districts/house/94"
+    rel: in-district
+    area_weight: 0.0417
+  - to: "us/states/in/districts/house/100"
+    rel: in-district
+    area_weight: 0.0379
+  - to: "us/states/in/districts/house/88"
+    rel: in-district
+    area_weight: 0.0202
+  - to: "us/states/in/districts/house/32"
+    rel: in-district
+    area_weight: 0.0089
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +143,38 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 134243 |
 | Bachelor's or higher | 303489 |
 
+## Districts
+
+- [IN-07](/us/states/in/districts/07.md) — 70% (congressional)
+- [IN-06](/us/states/in/districts/06.md) — 30% (congressional)
+- [IN Senate District 32](/us/states/in/districts/senate/32.md) — 16% (state senate)
+- [IN Senate District 35](/us/states/in/districts/senate/35.md) — 15% (state senate)
+- [IN Senate District 30](/us/states/in/districts/senate/30.md) — 14% (state senate)
+- [IN Senate District 34](/us/states/in/districts/senate/34.md) — 12% (state senate)
+- [IN Senate District 36](/us/states/in/districts/senate/36.md) — 11% (state senate)
+- [IN Senate District 46](/us/states/in/districts/senate/46.md) — 9% (state senate)
+- [IN Senate District 33](/us/states/in/districts/senate/33.md) — 9% (state senate)
+- [IN Senate District 29](/us/states/in/districts/senate/29.md) — 8% (state senate)
+- [IN Senate District 31](/us/states/in/districts/senate/31.md) — 4% (state senate)
+- [IN Senate District 28](/us/states/in/districts/senate/28.md) — 2% (state senate)
+- [IN House District 91](/us/states/in/districts/house/91.md) — 14% (state house)
+- [IN House District 90](/us/states/in/districts/house/90.md) — 10% (state house)
+- [IN House District 89](/us/states/in/districts/house/89.md) — 9% (state house)
+- [IN House District 86](/us/states/in/districts/house/86.md) — 8% (state house)
+- [IN House District 87](/us/states/in/districts/house/87.md) — 8% (state house)
+- [IN House District 92](/us/states/in/districts/house/92.md) — 7% (state house)
+- [IN House District 97](/us/states/in/districts/house/97.md) — 7% (state house)
+- [IN House District 93](/us/states/in/districts/house/93.md) — 5% (state house)
+- [IN House District 98](/us/states/in/districts/house/98.md) — 5% (state house)
+- [IN House District 95](/us/states/in/districts/house/95.md) — 5% (state house)
+- [IN House District 96](/us/states/in/districts/house/96.md) — 5% (state house)
+- [IN House District 99](/us/states/in/districts/house/99.md) — 5% (state house)
+- [IN House District 94](/us/states/in/districts/house/94.md) — 4% (state house)
+- [IN House District 100](/us/states/in/districts/house/100.md) — 4% (state house)
+- [IN House District 88](/us/states/in/districts/house/88.md) — 2% (state house)
+- [IN House District 32](/us/states/in/districts/house/32.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/marshall/index.md b/data/jurisdictions/us/states/in/counties/marshall/index.md
index 56b74deb96..2bbe1005a6 100644
--- a/data/jurisdictions/us/states/in/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/in/counties/marshall/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 120
   hispanic: 5506
   bachelors_plus: 8675
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/8"
+    rel: in-district
+    area_weight: 0.8616
+  - to: "us/states/in/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1383
+  - to: "us/states/in/districts/house/17"
+    rel: in-district
+    area_weight: 0.9767
+  - to: "us/states/in/districts/house/7"
+    rel: in-district
+    area_weight: 0.0232
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 5506 |
 | Bachelor's or higher | 8675 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 100% (congressional)
+- [IN Senate District 8](/us/states/in/districts/senate/8.md) — 86% (state senate)
+- [IN Senate District 9](/us/states/in/districts/senate/9.md) — 14% (state senate)
+- [IN House District 17](/us/states/in/districts/house/17.md) — 98% (state house)
+- [IN House District 7](/us/states/in/districts/house/7.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/martin/index.md b/data/jurisdictions/us/states/in/counties/martin/index.md
index 3bec7c5546..2b0e828870 100644
--- a/data/jurisdictions/us/states/in/counties/martin/index.md
+++ b/data/jurisdictions/us/states/in/counties/martin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 142
   bachelors_plus: 1183
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/63"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 142 |
 | Bachelor's or higher | 1183 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 39](/us/states/in/districts/senate/39.md) — 100% (state senate)
+- [IN House District 63](/us/states/in/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/miami/index.md b/data/jurisdictions/us/states/in/counties/miami/index.md
index 64a54afeeb..744504d760 100644
--- a/data/jurisdictions/us/states/in/counties/miami/index.md
+++ b/data/jurisdictions/us/states/in/counties/miami/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 98
   hispanic: 1327
   bachelors_plus: 5303
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/23"
+    rel: in-district
+    area_weight: 0.9376
+  - to: "us/states/in/districts/house/50"
+    rel: in-district
+    area_weight: 0.0621
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1327 |
 | Bachelor's or higher | 5303 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 100% (congressional)
+- [IN Senate District 18](/us/states/in/districts/senate/18.md) — 100% (state senate)
+- [IN House District 23](/us/states/in/districts/house/23.md) — 94% (state house)
+- [IN House District 50](/us/states/in/districts/house/50.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/monroe/index.md b/data/jurisdictions/us/states/in/counties/monroe/index.md
index 77c1c4f587..9cec7ee04c 100644
--- a/data/jurisdictions/us/states/in/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/in/counties/monroe/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 219
   hispanic: 6736
   bachelors_plus: 62538
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/in/districts/senate/40"
+    rel: in-district
+    area_weight: 0.7193
+  - to: "us/states/in/districts/senate/44"
+    rel: in-district
+    area_weight: 0.2806
+  - to: "us/states/in/districts/house/62"
+    rel: in-district
+    area_weight: 0.6077
+  - to: "us/states/in/districts/house/46"
+    rel: in-district
+    area_weight: 0.1748
+  - to: "us/states/in/districts/house/60"
+    rel: in-district
+    area_weight: 0.1682
+  - to: "us/states/in/districts/house/61"
+    rel: in-district
+    area_weight: 0.0493
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 6736 |
 | Bachelor's or higher | 62538 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 40](/us/states/in/districts/senate/40.md) — 72% (state senate)
+- [IN Senate District 44](/us/states/in/districts/senate/44.md) — 28% (state senate)
+- [IN House District 62](/us/states/in/districts/house/62.md) — 61% (state house)
+- [IN House District 46](/us/states/in/districts/house/46.md) — 17% (state house)
+- [IN House District 60](/us/states/in/districts/house/60.md) — 17% (state house)
+- [IN House District 61](/us/states/in/districts/house/61.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/montgomery/index.md b/data/jurisdictions/us/states/in/counties/montgomery/index.md
index 104342e050..9518ceebc1 100644
--- a/data/jurisdictions/us/states/in/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/in/counties/montgomery/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 40
   hispanic: 2367
   bachelors_plus: 7241
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/7"
+    rel: in-district
+    area_weight: 0.6517
+  - to: "us/states/in/districts/senate/23"
+    rel: in-district
+    area_weight: 0.3482
+  - to: "us/states/in/districts/house/44"
+    rel: in-district
+    area_weight: 0.6053
+  - to: "us/states/in/districts/house/28"
+    rel: in-district
+    area_weight: 0.2209
+  - to: "us/states/in/districts/house/13"
+    rel: in-district
+    area_weight: 0.1066
+  - to: "us/states/in/districts/house/41"
+    rel: in-district
+    area_weight: 0.0671
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 2367 |
 | Bachelor's or higher | 7241 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 7](/us/states/in/districts/senate/7.md) — 65% (state senate)
+- [IN Senate District 23](/us/states/in/districts/senate/23.md) — 35% (state senate)
+- [IN House District 44](/us/states/in/districts/house/44.md) — 61% (state house)
+- [IN House District 28](/us/states/in/districts/house/28.md) — 22% (state house)
+- [IN House District 13](/us/states/in/districts/house/13.md) — 11% (state house)
+- [IN House District 41](/us/states/in/districts/house/41.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/morgan/index.md b/data/jurisdictions/us/states/in/counties/morgan/index.md
index 3a66130f95..c6e819a1aa 100644
--- a/data/jurisdictions/us/states/in/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/in/counties/morgan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 14
   hispanic: 1560
   bachelors_plus: 14133
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/senate/37"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/60"
+    rel: in-district
+    area_weight: 0.9107
+  - to: "us/states/in/districts/house/57"
+    rel: in-district
+    area_weight: 0.0891
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1560 |
 | Bachelor's or higher | 14133 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 37](/us/states/in/districts/senate/37.md) — 100% (state senate)
+- [IN House District 60](/us/states/in/districts/house/60.md) — 91% (state house)
+- [IN House District 57](/us/states/in/districts/house/57.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/newton/index.md b/data/jurisdictions/us/states/in/counties/newton/index.md
index 47ed0c7ff3..526e38ea69 100644
--- a/data/jurisdictions/us/states/in/counties/newton/index.md
+++ b/data/jurisdictions/us/states/in/counties/newton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 22
   hispanic: 1173
   bachelors_plus: 2018
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/in/districts/senate/6"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/house/11"
+    rel: in-district
+    area_weight: 0.8005
+  - to: "us/states/in/districts/house/13"
+    rel: in-district
+    area_weight: 0.1995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1173 |
 | Bachelor's or higher | 2018 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 6](/us/states/in/districts/senate/6.md) — 100% (state senate)
+- [IN House District 11](/us/states/in/districts/house/11.md) — 80% (state house)
+- [IN House District 13](/us/states/in/districts/house/13.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/noble/index.md b/data/jurisdictions/us/states/in/counties/noble/index.md
index 80bf5e2102..a700c24238 100644
--- a/data/jurisdictions/us/states/in/counties/noble/index.md
+++ b/data/jurisdictions/us/states/in/counties/noble/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 26
   hispanic: 5374
   bachelors_plus: 8179
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/18"
+    rel: in-district
+    area_weight: 0.8268
+  - to: "us/states/in/districts/house/52"
+    rel: in-district
+    area_weight: 0.1731
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 5374 |
 | Bachelor's or higher | 8179 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 13](/us/states/in/districts/senate/13.md) — 100% (state senate)
+- [IN House District 18](/us/states/in/districts/house/18.md) — 83% (state house)
+- [IN House District 52](/us/states/in/districts/house/52.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/ohio/index.md b/data/jurisdictions/us/states/in/counties/ohio/index.md
index 74816ec762..7679ef2779 100644
--- a/data/jurisdictions/us/states/in/counties/ohio/index.md
+++ b/data/jurisdictions/us/states/in/counties/ohio/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 112
   bachelors_plus: 1009
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/in/districts/senate/43"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/in/districts/house/68"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 112 |
 | Bachelor's or higher | 1009 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 43](/us/states/in/districts/senate/43.md) — 100% (state senate)
+- [IN House District 68](/us/states/in/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/orange/index.md b/data/jurisdictions/us/states/in/counties/orange/index.md
index eb24a5d248..5eae4a8597 100644
--- a/data/jurisdictions/us/states/in/counties/orange/index.md
+++ b/data/jurisdictions/us/states/in/counties/orange/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 18
   hispanic: 360
   bachelors_plus: 2928
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/senate/44"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/65"
+    rel: in-district
+    area_weight: 0.7902
+  - to: "us/states/in/districts/house/74"
+    rel: in-district
+    area_weight: 0.2098
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 360 |
 | Bachelor's or higher | 2928 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 44](/us/states/in/districts/senate/44.md) — 100% (state senate)
+- [IN House District 65](/us/states/in/districts/house/65.md) — 79% (state house)
+- [IN House District 74](/us/states/in/districts/house/74.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/owen/index.md b/data/jurisdictions/us/states/in/counties/owen/index.md
index 9ee6facee2..da149ebc5f 100644
--- a/data/jurisdictions/us/states/in/counties/owen/index.md
+++ b/data/jurisdictions/us/states/in/counties/owen/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 9
   hispanic: 333
   bachelors_plus: 3516
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/in/districts/senate/39"
+    rel: in-district
+    area_weight: 0.5224
+  - to: "us/states/in/districts/senate/37"
+    rel: in-district
+    area_weight: 0.4775
+  - to: "us/states/in/districts/house/46"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 333 |
 | Bachelor's or higher | 3516 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 39](/us/states/in/districts/senate/39.md) — 52% (state senate)
+- [IN Senate District 37](/us/states/in/districts/senate/37.md) — 48% (state senate)
+- [IN House District 46](/us/states/in/districts/house/46.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/parke/index.md b/data/jurisdictions/us/states/in/counties/parke/index.md
index 061bc220a1..3cc44067a2 100644
--- a/data/jurisdictions/us/states/in/counties/parke/index.md
+++ b/data/jurisdictions/us/states/in/counties/parke/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 125
   bachelors_plus: 2515
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/42"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 125 |
 | Bachelor's or higher | 2515 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 23](/us/states/in/districts/senate/23.md) — 100% (state senate)
+- [IN House District 42](/us/states/in/districts/house/42.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/perry/index.md b/data/jurisdictions/us/states/in/counties/perry/index.md
index 68267b1241..26f8dcd314 100644
--- a/data/jurisdictions/us/states/in/counties/perry/index.md
+++ b/data/jurisdictions/us/states/in/counties/perry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 302
   bachelors_plus: 2958
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/in/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/house/74"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 302 |
 | Bachelor's or higher | 2958 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 48](/us/states/in/districts/senate/48.md) — 100% (state senate)
+- [IN House District 74](/us/states/in/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/pike/index.md b/data/jurisdictions/us/states/in/counties/pike/index.md
index fbac2e2b75..634e5c9b49 100644
--- a/data/jurisdictions/us/states/in/counties/pike/index.md
+++ b/data/jurisdictions/us/states/in/counties/pike/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 113
   hispanic: 138
   bachelors_plus: 1796
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/75"
+    rel: in-district
+    area_weight: 0.7802
+  - to: "us/states/in/districts/house/63"
+    rel: in-district
+    area_weight: 0.2197
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 138 |
 | Bachelor's or higher | 1796 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 48](/us/states/in/districts/senate/48.md) — 100% (state senate)
+- [IN House District 75](/us/states/in/districts/house/75.md) — 78% (state house)
+- [IN House District 63](/us/states/in/districts/house/63.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/porter/index.md b/data/jurisdictions/us/states/in/counties/porter/index.md
index 544932fe41..ff4d950751 100644
--- a/data/jurisdictions/us/states/in/counties/porter/index.md
+++ b/data/jurisdictions/us/states/in/counties/porter/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 202
   hispanic: 20367
   bachelors_plus: 52232
+districts:
+  - to: "us/states/in/districts/01"
+    rel: in-district
+    area_weight: 0.8036
+  - to: "us/states/in/districts/senate/5"
+    rel: in-district
+    area_weight: 0.5225
+  - to: "us/states/in/districts/senate/4"
+    rel: in-district
+    area_weight: 0.2815
+  - to: "us/states/in/districts/house/4"
+    rel: in-district
+    area_weight: 0.3461
+  - to: "us/states/in/districts/house/9"
+    rel: in-district
+    area_weight: 0.142
+  - to: "us/states/in/districts/house/10"
+    rel: in-district
+    area_weight: 0.1395
+  - to: "us/states/in/districts/house/19"
+    rel: in-district
+    area_weight: 0.1227
+  - to: "us/states/in/districts/house/11"
+    rel: in-district
+    area_weight: 0.0537
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 20367 |
 | Bachelor's or higher | 52232 |
 
+## Districts
+
+- [IN-01](/us/states/in/districts/01.md) — 80% (congressional)
+- [IN Senate District 5](/us/states/in/districts/senate/5.md) — 52% (state senate)
+- [IN Senate District 4](/us/states/in/districts/senate/4.md) — 28% (state senate)
+- [IN House District 4](/us/states/in/districts/house/4.md) — 35% (state house)
+- [IN House District 9](/us/states/in/districts/house/9.md) — 14% (state house)
+- [IN House District 10](/us/states/in/districts/house/10.md) — 14% (state house)
+- [IN House District 19](/us/states/in/districts/house/19.md) — 12% (state house)
+- [IN House District 11](/us/states/in/districts/house/11.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/posey/index.md b/data/jurisdictions/us/states/in/counties/posey/index.md
index f7c6652516..5973012e0c 100644
--- a/data/jurisdictions/us/states/in/counties/posey/index.md
+++ b/data/jurisdictions/us/states/in/counties/posey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 20
   hispanic: 386
   bachelors_plus: 6188
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9958
+  - to: "us/states/in/districts/senate/49"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/in/districts/house/76"
+    rel: in-district
+    area_weight: 0.9987
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 386 |
 | Bachelor's or higher | 6188 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 49](/us/states/in/districts/senate/49.md) — 100% (state senate)
+- [IN House District 76](/us/states/in/districts/house/76.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/pulaski/index.md b/data/jurisdictions/us/states/in/counties/pulaski/index.md
index 564cc1639e..4970604ee3 100644
--- a/data/jurisdictions/us/states/in/counties/pulaski/index.md
+++ b/data/jurisdictions/us/states/in/counties/pulaski/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 7
   hispanic: 526
   bachelors_plus: 1614
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/16"
+    rel: in-district
+    area_weight: 0.7598
+  - to: "us/states/in/districts/house/17"
+    rel: in-district
+    area_weight: 0.2401
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 526 |
 | Bachelor's or higher | 1614 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 100% (congressional)
+- [IN Senate District 5](/us/states/in/districts/senate/5.md) — 100% (state senate)
+- [IN House District 16](/us/states/in/districts/house/16.md) — 76% (state house)
+- [IN House District 17](/us/states/in/districts/house/17.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/putnam/index.md b/data/jurisdictions/us/states/in/counties/putnam/index.md
index c69f12a018..71d2c7d717 100644
--- a/data/jurisdictions/us/states/in/counties/putnam/index.md
+++ b/data/jurisdictions/us/states/in/counties/putnam/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 33
   hispanic: 839
   bachelors_plus: 6805
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/senate/24"
+    rel: in-district
+    area_weight: 0.6493
+  - to: "us/states/in/districts/senate/37"
+    rel: in-district
+    area_weight: 0.3507
+  - to: "us/states/in/districts/house/44"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 839 |
 | Bachelor's or higher | 6805 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 24](/us/states/in/districts/senate/24.md) — 65% (state senate)
+- [IN Senate District 37](/us/states/in/districts/senate/37.md) — 35% (state senate)
+- [IN House District 44](/us/states/in/districts/house/44.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/randolph/index.md b/data/jurisdictions/us/states/in/counties/randolph/index.md
index 536b21fb08..06d26a0afe 100644
--- a/data/jurisdictions/us/states/in/counties/randolph/index.md
+++ b/data/jurisdictions/us/states/in/counties/randolph/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 75
   hispanic: 1287
   bachelors_plus: 3478
+districts:
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 0.5506
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.4487
+  - to: "us/states/in/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/33"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1287 |
 | Bachelor's or higher | 3478 |
 
+## Districts
+
+- [IN-06](/us/states/in/districts/06.md) — 55% (congressional)
+- [IN-03](/us/states/in/districts/03.md) — 45% (congressional)
+- [IN Senate District 26](/us/states/in/districts/senate/26.md) — 100% (state senate)
+- [IN House District 33](/us/states/in/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/ripley/index.md b/data/jurisdictions/us/states/in/counties/ripley/index.md
index 9e4e9cc814..424e54ee4a 100644
--- a/data/jurisdictions/us/states/in/counties/ripley/index.md
+++ b/data/jurisdictions/us/states/in/counties/ripley/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 7
   hispanic: 577
   bachelors_plus: 5913
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/42"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/67"
+    rel: in-district
+    area_weight: 0.8439
+  - to: "us/states/in/districts/house/55"
+    rel: in-district
+    area_weight: 0.156
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 577 |
 | Bachelor's or higher | 5913 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 42](/us/states/in/districts/senate/42.md) — 100% (state senate)
+- [IN House District 67](/us/states/in/districts/house/67.md) — 84% (state house)
+- [IN House District 55](/us/states/in/districts/house/55.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/rush/index.md b/data/jurisdictions/us/states/in/counties/rush/index.md
index 81396cff18..f1f21bc8fd 100644
--- a/data/jurisdictions/us/states/in/counties/rush/index.md
+++ b/data/jurisdictions/us/states/in/counties/rush/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 321
   bachelors_plus: 2998
+districts:
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/in/districts/senate/42"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/house/54"
+    rel: in-district
+    area_weight: 0.9304
+  - to: "us/states/in/districts/house/55"
+    rel: in-district
+    area_weight: 0.0696
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 321 |
 | Bachelor's or higher | 2998 |
 
+## Districts
+
+- [IN-06](/us/states/in/districts/06.md) — 100% (congressional)
+- [IN Senate District 42](/us/states/in/districts/senate/42.md) — 100% (state senate)
+- [IN House District 54](/us/states/in/districts/house/54.md) — 93% (state house)
+- [IN House District 55](/us/states/in/districts/house/55.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/scott/index.md b/data/jurisdictions/us/states/in/counties/scott/index.md
index d34a77f435..f012e39b41 100644
--- a/data/jurisdictions/us/states/in/counties/scott/index.md
+++ b/data/jurisdictions/us/states/in/counties/scott/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2
   hispanic: 644
   bachelors_plus: 2957
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/43"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/69"
+    rel: in-district
+    area_weight: 0.5304
+  - to: "us/states/in/districts/house/66"
+    rel: in-district
+    area_weight: 0.4693
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 644 |
 | Bachelor's or higher | 2957 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 43](/us/states/in/districts/senate/43.md) — 100% (state senate)
+- [IN House District 69](/us/states/in/districts/house/69.md) — 53% (state house)
+- [IN House District 66](/us/states/in/districts/house/66.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/shelby/index.md b/data/jurisdictions/us/states/in/counties/shelby/index.md
index d3ddd008e2..90fca60829 100644
--- a/data/jurisdictions/us/states/in/counties/shelby/index.md
+++ b/data/jurisdictions/us/states/in/counties/shelby/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 67
   hispanic: 2549
   bachelors_plus: 9260
+districts:
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/42"
+    rel: in-district
+    area_weight: 0.6019
+  - to: "us/states/in/districts/senate/28"
+    rel: in-district
+    area_weight: 0.3979
+  - to: "us/states/in/districts/house/47"
+    rel: in-district
+    area_weight: 0.501
+  - to: "us/states/in/districts/house/73"
+    rel: in-district
+    area_weight: 0.4325
+  - to: "us/states/in/districts/house/54"
+    rel: in-district
+    area_weight: 0.0664
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 2549 |
 | Bachelor's or higher | 9260 |
 
+## Districts
+
+- [IN-06](/us/states/in/districts/06.md) — 100% (congressional)
+- [IN Senate District 42](/us/states/in/districts/senate/42.md) — 60% (state senate)
+- [IN Senate District 28](/us/states/in/districts/senate/28.md) — 40% (state senate)
+- [IN House District 47](/us/states/in/districts/house/47.md) — 50% (state house)
+- [IN House District 73](/us/states/in/districts/house/73.md) — 43% (state house)
+- [IN House District 54](/us/states/in/districts/house/54.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/spencer/index.md b/data/jurisdictions/us/states/in/counties/spencer/index.md
index c58f0110d9..75a25197f9 100644
--- a/data/jurisdictions/us/states/in/counties/spencer/index.md
+++ b/data/jurisdictions/us/states/in/counties/spencer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 31
   hispanic: 721
   bachelors_plus: 4319
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/in/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/in/districts/house/74"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 721 |
 | Bachelor's or higher | 4319 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 48](/us/states/in/districts/senate/48.md) — 100% (state senate)
+- [IN House District 74](/us/states/in/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/st-joseph/index.md b/data/jurisdictions/us/states/in/counties/st-joseph/index.md
index 69cd4d44bf..e6095aaf05 100644
--- a/data/jurisdictions/us/states/in/counties/st-joseph/index.md
+++ b/data/jurisdictions/us/states/in/counties/st-joseph/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 736
   hispanic: 28786
   bachelors_plus: 83784
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/senate/10"
+    rel: in-district
+    area_weight: 0.4256
+  - to: "us/states/in/districts/senate/8"
+    rel: in-district
+    area_weight: 0.2343
+  - to: "us/states/in/districts/senate/9"
+    rel: in-district
+    area_weight: 0.2153
+  - to: "us/states/in/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1243
+  - to: "us/states/in/districts/house/7"
+    rel: in-district
+    area_weight: 0.7029
+  - to: "us/states/in/districts/house/8"
+    rel: in-district
+    area_weight: 0.1248
+  - to: "us/states/in/districts/house/5"
+    rel: in-district
+    area_weight: 0.0973
+  - to: "us/states/in/districts/house/6"
+    rel: in-district
+    area_weight: 0.0394
+  - to: "us/states/in/districts/house/21"
+    rel: in-district
+    area_weight: 0.0349
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 28786 |
 | Bachelor's or higher | 83784 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 100% (congressional)
+- [IN Senate District 10](/us/states/in/districts/senate/10.md) — 43% (state senate)
+- [IN Senate District 8](/us/states/in/districts/senate/8.md) — 23% (state senate)
+- [IN Senate District 9](/us/states/in/districts/senate/9.md) — 22% (state senate)
+- [IN Senate District 11](/us/states/in/districts/senate/11.md) — 12% (state senate)
+- [IN House District 7](/us/states/in/districts/house/7.md) — 70% (state house)
+- [IN House District 8](/us/states/in/districts/house/8.md) — 12% (state house)
+- [IN House District 5](/us/states/in/districts/house/5.md) — 10% (state house)
+- [IN House District 6](/us/states/in/districts/house/6.md) — 4% (state house)
+- [IN House District 21](/us/states/in/districts/house/21.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/starke/index.md b/data/jurisdictions/us/states/in/counties/starke/index.md
index 8134368a01..e6673bf26b 100644
--- a/data/jurisdictions/us/states/in/counties/starke/index.md
+++ b/data/jurisdictions/us/states/in/counties/starke/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 81
   hispanic: 1016
   bachelors_plus: 2687
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/16"
+    rel: in-district
+    area_weight: 0.6382
+  - to: "us/states/in/districts/house/20"
+    rel: in-district
+    area_weight: 0.3618
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1016 |
 | Bachelor's or higher | 2687 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 100% (congressional)
+- [IN Senate District 8](/us/states/in/districts/senate/8.md) — 100% (state senate)
+- [IN House District 16](/us/states/in/districts/house/16.md) — 64% (state house)
+- [IN House District 20](/us/states/in/districts/house/20.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/steuben/index.md b/data/jurisdictions/us/states/in/counties/steuben/index.md
index e523bb6832..f526b7caa8 100644
--- a/data/jurisdictions/us/states/in/counties/steuben/index.md
+++ b/data/jurisdictions/us/states/in/counties/steuben/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 11
   hispanic: 1547
   bachelors_plus: 8384
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/51"
+    rel: in-district
+    area_weight: 0.6682
+  - to: "us/states/in/districts/house/52"
+    rel: in-district
+    area_weight: 0.3315
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1547 |
 | Bachelor's or higher | 8384 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 13](/us/states/in/districts/senate/13.md) — 100% (state senate)
+- [IN House District 51](/us/states/in/districts/house/51.md) — 67% (state house)
+- [IN House District 52](/us/states/in/districts/house/52.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/sullivan/index.md b/data/jurisdictions/us/states/in/counties/sullivan/index.md
index 127a18161c..360e96c357 100644
--- a/data/jurisdictions/us/states/in/counties/sullivan/index.md
+++ b/data/jurisdictions/us/states/in/counties/sullivan/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 17
   hispanic: 393
   bachelors_plus: 2849
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9926
+  - to: "us/states/il/districts/12"
+    rel: in-district
+    area_weight: 0.0074
+  - to: "us/states/in/districts/senate/39"
+    rel: in-district
+    area_weight: 0.8249
+  - to: "us/states/in/districts/senate/38"
+    rel: in-district
+    area_weight: 0.1748
+  - to: "us/states/in/districts/house/45"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 393 |
 | Bachelor's or higher | 2849 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 99% (congressional)
+- [IL-12](/us/states/il/districts/12.md) — 1% (congressional)
+- [IN Senate District 39](/us/states/in/districts/senate/39.md) — 82% (state senate)
+- [IN Senate District 38](/us/states/in/districts/senate/38.md) — 17% (state senate)
+- [IN House District 45](/us/states/in/districts/house/45.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/switzerland/index.md b/data/jurisdictions/us/states/in/counties/switzerland/index.md
index dbfb32ee54..e6fb2c1956 100644
--- a/data/jurisdictions/us/states/in/counties/switzerland/index.md
+++ b/data/jurisdictions/us/states/in/counties/switzerland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 61
   bachelors_plus: 781
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/in/districts/senate/43"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/in/districts/house/68"
+    rel: in-district
+    area_weight: 0.9988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 61 |
 | Bachelor's or higher | 781 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 43](/us/states/in/districts/senate/43.md) — 100% (state senate)
+- [IN House District 68](/us/states/in/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/tippecanoe/index.md b/data/jurisdictions/us/states/in/counties/tippecanoe/index.md
index 425e20a84f..cc3f1be170 100644
--- a/data/jurisdictions/us/states/in/counties/tippecanoe/index.md
+++ b/data/jurisdictions/us/states/in/counties/tippecanoe/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 228
   hispanic: 19548
   bachelors_plus: 61258
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/22"
+    rel: in-district
+    area_weight: 0.5299
+  - to: "us/states/in/districts/senate/23"
+    rel: in-district
+    area_weight: 0.4699
+  - to: "us/states/in/districts/house/13"
+    rel: in-district
+    area_weight: 0.4518
+  - to: "us/states/in/districts/house/41"
+    rel: in-district
+    area_weight: 0.2513
+  - to: "us/states/in/districts/house/26"
+    rel: in-district
+    area_weight: 0.1181
+  - to: "us/states/in/districts/house/38"
+    rel: in-district
+    area_weight: 0.1103
+  - to: "us/states/in/districts/house/27"
+    rel: in-district
+    area_weight: 0.0683
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 19548 |
 | Bachelor's or higher | 61258 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 22](/us/states/in/districts/senate/22.md) — 53% (state senate)
+- [IN Senate District 23](/us/states/in/districts/senate/23.md) — 47% (state senate)
+- [IN House District 13](/us/states/in/districts/house/13.md) — 45% (state house)
+- [IN House District 41](/us/states/in/districts/house/41.md) — 25% (state house)
+- [IN House District 26](/us/states/in/districts/house/26.md) — 12% (state house)
+- [IN House District 38](/us/states/in/districts/house/38.md) — 11% (state house)
+- [IN House District 27](/us/states/in/districts/house/27.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/tipton/index.md b/data/jurisdictions/us/states/in/counties/tipton/index.md
index 3e38609a30..f45221ac41 100644
--- a/data/jurisdictions/us/states/in/counties/tipton/index.md
+++ b/data/jurisdictions/us/states/in/counties/tipton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 32
   hispanic: 499
   bachelors_plus: 3468
+districts:
+  - to: "us/states/in/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/38"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 499 |
 | Bachelor's or higher | 3468 |
 
+## Districts
+
+- [IN-05](/us/states/in/districts/05.md) — 100% (congressional)
+- [IN Senate District 21](/us/states/in/districts/senate/21.md) — 100% (state senate)
+- [IN House District 38](/us/states/in/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/union/index.md b/data/jurisdictions/us/states/in/counties/union/index.md
index cd4859d9fc..099131850d 100644
--- a/data/jurisdictions/us/states/in/counties/union/index.md
+++ b/data/jurisdictions/us/states/in/counties/union/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 178
   bachelors_plus: 1186
+districts:
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/55"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 178 |
 | Bachelor's or higher | 1186 |
 
+## Districts
+
+- [IN-06](/us/states/in/districts/06.md) — 100% (congressional)
+- [IN Senate District 27](/us/states/in/districts/senate/27.md) — 100% (state senate)
+- [IN House District 55](/us/states/in/districts/house/55.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/vanderburgh/index.md b/data/jurisdictions/us/states/in/counties/vanderburgh/index.md
index 5fddbc12e9..7b35e08df5 100644
--- a/data/jurisdictions/us/states/in/counties/vanderburgh/index.md
+++ b/data/jurisdictions/us/states/in/counties/vanderburgh/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 445
   hispanic: 6830
   bachelors_plus: 46203
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9946
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.0054
+  - to: "us/states/in/districts/senate/49"
+    rel: in-district
+    area_weight: 0.7899
+  - to: "us/states/in/districts/senate/50"
+    rel: in-district
+    area_weight: 0.2093
+  - to: "us/states/in/districts/house/76"
+    rel: in-district
+    area_weight: 0.3827
+  - to: "us/states/in/districts/house/64"
+    rel: in-district
+    area_weight: 0.3014
+  - to: "us/states/in/districts/house/78"
+    rel: in-district
+    area_weight: 0.1896
+  - to: "us/states/in/districts/house/77"
+    rel: in-district
+    area_weight: 0.1254
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6830 |
 | Bachelor's or higher | 46203 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 99% (congressional)
+- [KY-01](/us/states/ky/districts/01.md) — 1% (congressional)
+- [IN Senate District 49](/us/states/in/districts/senate/49.md) — 79% (state senate)
+- [IN Senate District 50](/us/states/in/districts/senate/50.md) — 21% (state senate)
+- [IN House District 76](/us/states/in/districts/house/76.md) — 38% (state house)
+- [IN House District 64](/us/states/in/districts/house/64.md) — 30% (state house)
+- [IN House District 78](/us/states/in/districts/house/78.md) — 19% (state house)
+- [IN House District 77](/us/states/in/districts/house/77.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/vermillion/index.md b/data/jurisdictions/us/states/in/counties/vermillion/index.md
index 4e301eef02..907c8deec3 100644
--- a/data/jurisdictions/us/states/in/counties/vermillion/index.md
+++ b/data/jurisdictions/us/states/in/counties/vermillion/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 236
   bachelors_plus: 2479
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/42"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 236 |
 | Bachelor's or higher | 2479 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 23](/us/states/in/districts/senate/23.md) — 100% (state senate)
+- [IN House District 42](/us/states/in/districts/house/42.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/vigo/index.md b/data/jurisdictions/us/states/in/counties/vigo/index.md
index 4bfa6e398d..fa7592a790 100644
--- a/data/jurisdictions/us/states/in/counties/vigo/index.md
+++ b/data/jurisdictions/us/states/in/counties/vigo/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 254
   hispanic: 3411
   bachelors_plus: 25266
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/in/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/42"
+    rel: in-district
+    area_weight: 0.2729
+  - to: "us/states/in/districts/house/46"
+    rel: in-district
+    area_weight: 0.2576
+  - to: "us/states/in/districts/house/43"
+    rel: in-district
+    area_weight: 0.2458
+  - to: "us/states/in/districts/house/45"
+    rel: in-district
+    area_weight: 0.2236
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 3411 |
 | Bachelor's or higher | 25266 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 38](/us/states/in/districts/senate/38.md) — 100% (state senate)
+- [IN House District 42](/us/states/in/districts/house/42.md) — 27% (state house)
+- [IN House District 46](/us/states/in/districts/house/46.md) — 26% (state house)
+- [IN House District 43](/us/states/in/districts/house/43.md) — 25% (state house)
+- [IN House District 45](/us/states/in/districts/house/45.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/wabash/index.md b/data/jurisdictions/us/states/in/counties/wabash/index.md
index 62adbdc89b..baa93cea35 100644
--- a/data/jurisdictions/us/states/in/counties/wabash/index.md
+++ b/data/jurisdictions/us/states/in/counties/wabash/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 21
   hispanic: 982
   bachelors_plus: 6541
+districts:
+  - to: "us/states/in/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/50"
+    rel: in-district
+    area_weight: 0.8691
+  - to: "us/states/in/districts/house/22"
+    rel: in-district
+    area_weight: 0.1308
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 982 |
 | Bachelor's or higher | 6541 |
 
+## Districts
+
+- [IN-02](/us/states/in/districts/02.md) — 100% (congressional)
+- [IN Senate District 17](/us/states/in/districts/senate/17.md) — 100% (state senate)
+- [IN House District 50](/us/states/in/districts/house/50.md) — 87% (state house)
+- [IN House District 22](/us/states/in/districts/house/22.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/warren/index.md b/data/jurisdictions/us/states/in/counties/warren/index.md
index 030250b0df..e1939d02cf 100644
--- a/data/jurisdictions/us/states/in/counties/warren/index.md
+++ b/data/jurisdictions/us/states/in/counties/warren/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 123
   bachelors_plus: 1433
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/13"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 123 |
 | Bachelor's or higher | 1433 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 23](/us/states/in/districts/senate/23.md) — 100% (state senate)
+- [IN House District 13](/us/states/in/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/warrick/index.md b/data/jurisdictions/us/states/in/counties/warrick/index.md
index 1f603463ce..928f477884 100644
--- a/data/jurisdictions/us/states/in/counties/warrick/index.md
+++ b/data/jurisdictions/us/states/in/counties/warrick/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 182
   hispanic: 1630
   bachelors_plus: 22168
+districts:
+  - to: "us/states/in/districts/08"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/house/75"
+    rel: in-district
+    area_weight: 0.9803
+  - to: "us/states/in/districts/house/78"
+    rel: in-district
+    area_weight: 0.0192
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1630 |
 | Bachelor's or higher | 22168 |
 
+## Districts
+
+- [IN-08](/us/states/in/districts/08.md) — 100% (congressional)
+- [IN Senate District 50](/us/states/in/districts/senate/50.md) — 100% (state senate)
+- [IN House District 75](/us/states/in/districts/house/75.md) — 98% (state house)
+- [IN House District 78](/us/states/in/districts/house/78.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/washington/index.md b/data/jurisdictions/us/states/in/counties/washington/index.md
index 3e6a7cc51f..dea326cd83 100644
--- a/data/jurisdictions/us/states/in/counties/washington/index.md
+++ b/data/jurisdictions/us/states/in/counties/washington/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3
   hispanic: 433
   bachelors_plus: 3638
+districts:
+  - to: "us/states/in/districts/09"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/in/districts/house/69"
+    rel: in-district
+    area_weight: 0.4059
+  - to: "us/states/in/districts/house/70"
+    rel: in-district
+    area_weight: 0.3231
+  - to: "us/states/in/districts/house/65"
+    rel: in-district
+    area_weight: 0.271
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 433 |
 | Bachelor's or higher | 3638 |
 
+## Districts
+
+- [IN-09](/us/states/in/districts/09.md) — 100% (congressional)
+- [IN Senate District 47](/us/states/in/districts/senate/47.md) — 100% (state senate)
+- [IN House District 69](/us/states/in/districts/house/69.md) — 41% (state house)
+- [IN House District 70](/us/states/in/districts/house/70.md) — 32% (state house)
+- [IN House District 65](/us/states/in/districts/house/65.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/wayne/index.md b/data/jurisdictions/us/states/in/counties/wayne/index.md
index 9ba091558b..2a0e54ee8b 100644
--- a/data/jurisdictions/us/states/in/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/in/counties/wayne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 119
   hispanic: 2630
   bachelors_plus: 12752
+districts:
+  - to: "us/states/in/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/in/districts/house/56"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2630 |
 | Bachelor's or higher | 12752 |
 
+## Districts
+
+- [IN-06](/us/states/in/districts/06.md) — 100% (congressional)
+- [IN Senate District 27](/us/states/in/districts/senate/27.md) — 100% (state senate)
+- [IN House District 56](/us/states/in/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/wells/index.md b/data/jurisdictions/us/states/in/counties/wells/index.md
index 7207c49a97..f47cccd04c 100644
--- a/data/jurisdictions/us/states/in/counties/wells/index.md
+++ b/data/jurisdictions/us/states/in/counties/wells/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2
   hispanic: 1145
   bachelors_plus: 4955
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/in/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/in/districts/house/79"
+    rel: in-district
+    area_weight: 0.9029
+  - to: "us/states/in/districts/house/50"
+    rel: in-district
+    area_weight: 0.0969
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1145 |
 | Bachelor's or higher | 4955 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 19](/us/states/in/districts/senate/19.md) — 100% (state senate)
+- [IN House District 79](/us/states/in/districts/house/79.md) — 90% (state house)
+- [IN House District 50](/us/states/in/districts/house/50.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/white/index.md b/data/jurisdictions/us/states/in/counties/white/index.md
index 7b0c84ccc8..22dd5964dd 100644
--- a/data/jurisdictions/us/states/in/counties/white/index.md
+++ b/data/jurisdictions/us/states/in/counties/white/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 84
   hispanic: 2657
   bachelors_plus: 4172
+districts:
+  - to: "us/states/in/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/16"
+    rel: in-district
+    area_weight: 0.9301
+  - to: "us/states/in/districts/house/13"
+    rel: in-district
+    area_weight: 0.0698
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2657 |
 | Bachelor's or higher | 4172 |
 
+## Districts
+
+- [IN-04](/us/states/in/districts/04.md) — 100% (congressional)
+- [IN Senate District 5](/us/states/in/districts/senate/5.md) — 100% (state senate)
+- [IN House District 16](/us/states/in/districts/house/16.md) — 93% (state house)
+- [IN House District 13](/us/states/in/districts/house/13.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/counties/whitley/index.md b/data/jurisdictions/us/states/in/counties/whitley/index.md
index ebf2275b4a..efea50b027 100644
--- a/data/jurisdictions/us/states/in/counties/whitley/index.md
+++ b/data/jurisdictions/us/states/in/counties/whitley/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 30
   hispanic: 964
   bachelors_plus: 7423
+districts:
+  - to: "us/states/in/districts/03"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/in/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/in/districts/house/83"
+    rel: in-district
+    area_weight: 0.5354
+  - to: "us/states/in/districts/house/18"
+    rel: in-district
+    area_weight: 0.4645
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, in]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 964 |
 | Bachelor's or higher | 7423 |
 
+## Districts
+
+- [IN-03](/us/states/in/districts/03.md) — 100% (congressional)
+- [IN Senate District 16](/us/states/in/districts/senate/16.md) — 100% (state senate)
+- [IN House District 83](/us/states/in/districts/house/83.md) — 54% (state house)
+- [IN House District 18](/us/states/in/districts/house/18.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/in/districts/01.md b/data/jurisdictions/us/states/in/districts/01.md
index 6a15785efc..b2cad6c69b 100644
--- a/data/jurisdictions/us/states/in/districts/01.md
+++ b/data/jurisdictions/us/states/in/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 154136
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, in]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/in/districts/02.md b/data/jurisdictions/us/states/in/districts/02.md
index 79759d2e25..57fd6281e9 100644
--- a/data/jurisdictions/us/states/in/districts/02.md
+++ b/data/jurisdictions/us/states/in/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 127476
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, in]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/in/districts/03.md b/data/jurisdictions/us/states/in/districts/03.md
index 4773d9d1fe..610ca78310 100644
--- a/data/jurisdictions/us/states/in/districts/03.md
+++ b/data/jurisdictions/us/states/in/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 138696
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, in]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/in/districts/04.md b/data/jurisdictions/us/states/in/districts/04.md
index 326a66437a..e130742479 100644
--- a/data/jurisdictions/us/states/in/districts/04.md
+++ b/data/jurisdictions/us/states/in/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 166145
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, in]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/in/districts/05.md b/data/jurisdictions/us/states/in/districts/05.md
index 4e4060481e..9a70bc1bfe 100644
--- a/data/jurisdictions/us/states/in/districts/05.md
+++ b/data/jurisdictions/us/states/in/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 222128
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, in]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/in/districts/06.md b/data/jurisdictions/us/states/in/districts/06.md
index a1785c47cf..eabe4520da 100644
--- a/data/jurisdictions/us/states/in/districts/06.md
+++ b/data/jurisdictions/us/states/in/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 161824
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, in]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/in/districts/07.md b/data/jurisdictions/us/states/in/districts/07.md
index 1bf142ea92..8a7a60dd8d 100644
--- a/data/jurisdictions/us/states/in/districts/07.md
+++ b/data/jurisdictions/us/states/in/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 185371
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, in]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/in/districts/08.md b/data/jurisdictions/us/states/in/districts/08.md
index 16d1e65218..d9db7df6b5 100644
--- a/data/jurisdictions/us/states/in/districts/08.md
+++ b/data/jurisdictions/us/states/in/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 130064
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, in]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/in/districts/09.md b/data/jurisdictions/us/states/in/districts/09.md
index 1aa9aed355..6eff0822f0 100644
--- a/data/jurisdictions/us/states/in/districts/09.md
+++ b/data/jurisdictions/us/states/in/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 150587
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, in]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/in/districts/house/1.md b/data/jurisdictions/us/states/in/districts/house/1.md
new file mode 100644
index 0000000000..6b23d526b2
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 1"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 1
+
+State House district 1 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/10.md b/data/jurisdictions/us/states/in/districts/house/10.md
new file mode 100644
index 0000000000..84dd6269a7
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 10"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 10
+
+State House district 10 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/100.md b/data/jurisdictions/us/states/in/districts/house/100.md
new file mode 100644
index 0000000000..a8d1e21a81
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 100"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 100
+
+State House district 100 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/11.md b/data/jurisdictions/us/states/in/districts/house/11.md
new file mode 100644
index 0000000000..15d96bfd82
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 11"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 11
+
+State House district 11 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/12.md b/data/jurisdictions/us/states/in/districts/house/12.md
new file mode 100644
index 0000000000..e5403c4c28
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 12"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 12
+
+State House district 12 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/13.md b/data/jurisdictions/us/states/in/districts/house/13.md
new file mode 100644
index 0000000000..67fad76a3f
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 13"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 13
+
+State House district 13 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/14.md b/data/jurisdictions/us/states/in/districts/house/14.md
new file mode 100644
index 0000000000..bdc040e1d8
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 14"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 14
+
+State House district 14 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/15.md b/data/jurisdictions/us/states/in/districts/house/15.md
new file mode 100644
index 0000000000..c967bf7005
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 15"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 15
+
+State House district 15 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/16.md b/data/jurisdictions/us/states/in/districts/house/16.md
new file mode 100644
index 0000000000..667639207e
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 16"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 16
+
+State House district 16 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/17.md b/data/jurisdictions/us/states/in/districts/house/17.md
new file mode 100644
index 0000000000..ce316b3976
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 17"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 17
+
+State House district 17 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/18.md b/data/jurisdictions/us/states/in/districts/house/18.md
new file mode 100644
index 0000000000..f495b70e0b
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 18"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 18
+
+State House district 18 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/19.md b/data/jurisdictions/us/states/in/districts/house/19.md
new file mode 100644
index 0000000000..5ddaf8785b
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 19"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 19
+
+State House district 19 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/2.md b/data/jurisdictions/us/states/in/districts/house/2.md
new file mode 100644
index 0000000000..299cf1486c
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 2"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 2
+
+State House district 2 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/20.md b/data/jurisdictions/us/states/in/districts/house/20.md
new file mode 100644
index 0000000000..332d3ae72a
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 20"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 20
+
+State House district 20 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/21.md b/data/jurisdictions/us/states/in/districts/house/21.md
new file mode 100644
index 0000000000..b9dffe814f
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 21"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 21
+
+State House district 21 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/22.md b/data/jurisdictions/us/states/in/districts/house/22.md
new file mode 100644
index 0000000000..c1011287c9
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 22"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 22
+
+State House district 22 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/23.md b/data/jurisdictions/us/states/in/districts/house/23.md
new file mode 100644
index 0000000000..e107d032b7
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 23"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 23
+
+State House district 23 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/24.md b/data/jurisdictions/us/states/in/districts/house/24.md
new file mode 100644
index 0000000000..6d0245070b
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 24"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 24
+
+State House district 24 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/25.md b/data/jurisdictions/us/states/in/districts/house/25.md
new file mode 100644
index 0000000000..be1defb52c
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 25"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 25
+
+State House district 25 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/26.md b/data/jurisdictions/us/states/in/districts/house/26.md
new file mode 100644
index 0000000000..8a2566686d
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 26"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 26
+
+State House district 26 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/27.md b/data/jurisdictions/us/states/in/districts/house/27.md
new file mode 100644
index 0000000000..8a37a187b2
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 27"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 27
+
+State House district 27 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/28.md b/data/jurisdictions/us/states/in/districts/house/28.md
new file mode 100644
index 0000000000..f7cb0dc6e0
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 28"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 28
+
+State House district 28 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/29.md b/data/jurisdictions/us/states/in/districts/house/29.md
new file mode 100644
index 0000000000..0cb66c767b
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 29"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 29
+
+State House district 29 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/3.md b/data/jurisdictions/us/states/in/districts/house/3.md
new file mode 100644
index 0000000000..30a891d981
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 3"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 3
+
+State House district 3 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/30.md b/data/jurisdictions/us/states/in/districts/house/30.md
new file mode 100644
index 0000000000..d5a9028779
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 30"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 30
+
+State House district 30 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/31.md b/data/jurisdictions/us/states/in/districts/house/31.md
new file mode 100644
index 0000000000..192af46aae
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 31"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 31
+
+State House district 31 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/32.md b/data/jurisdictions/us/states/in/districts/house/32.md
new file mode 100644
index 0000000000..4d6434c98c
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 32"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 32
+
+State House district 32 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/33.md b/data/jurisdictions/us/states/in/districts/house/33.md
new file mode 100644
index 0000000000..9a1205f4ca
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 33"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 33
+
+State House district 33 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/34.md b/data/jurisdictions/us/states/in/districts/house/34.md
new file mode 100644
index 0000000000..d63852db9c
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 34"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 34
+
+State House district 34 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/35.md b/data/jurisdictions/us/states/in/districts/house/35.md
new file mode 100644
index 0000000000..56d5b3429b
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 35"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 35
+
+State House district 35 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/36.md b/data/jurisdictions/us/states/in/districts/house/36.md
new file mode 100644
index 0000000000..6f48a23059
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 36"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 36
+
+State House district 36 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/37.md b/data/jurisdictions/us/states/in/districts/house/37.md
new file mode 100644
index 0000000000..554197d1a5
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 37"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 37
+
+State House district 37 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/38.md b/data/jurisdictions/us/states/in/districts/house/38.md
new file mode 100644
index 0000000000..3f4ee93111
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 38"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 38
+
+State House district 38 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/39.md b/data/jurisdictions/us/states/in/districts/house/39.md
new file mode 100644
index 0000000000..f558a6e51d
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 39"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 39
+
+State House district 39 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/4.md b/data/jurisdictions/us/states/in/districts/house/4.md
new file mode 100644
index 0000000000..2961e28dfa
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 4"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 4
+
+State House district 4 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/40.md b/data/jurisdictions/us/states/in/districts/house/40.md
new file mode 100644
index 0000000000..5efc66f8c9
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 40"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 40
+
+State House district 40 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/41.md b/data/jurisdictions/us/states/in/districts/house/41.md
new file mode 100644
index 0000000000..875d03868c
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 41"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 41
+
+State House district 41 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/42.md b/data/jurisdictions/us/states/in/districts/house/42.md
new file mode 100644
index 0000000000..5e2f840fc7
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 42"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 42
+
+State House district 42 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/43.md b/data/jurisdictions/us/states/in/districts/house/43.md
new file mode 100644
index 0000000000..b72548600b
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 43"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 43
+
+State House district 43 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/44.md b/data/jurisdictions/us/states/in/districts/house/44.md
new file mode 100644
index 0000000000..b95049c50b
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 44"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 44
+
+State House district 44 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/45.md b/data/jurisdictions/us/states/in/districts/house/45.md
new file mode 100644
index 0000000000..d1acc2ce2c
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 45"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 45
+
+State House district 45 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/46.md b/data/jurisdictions/us/states/in/districts/house/46.md
new file mode 100644
index 0000000000..62d32550e4
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 46"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 46
+
+State House district 46 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/47.md b/data/jurisdictions/us/states/in/districts/house/47.md
new file mode 100644
index 0000000000..d521960df0
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 47"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 47
+
+State House district 47 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/48.md b/data/jurisdictions/us/states/in/districts/house/48.md
new file mode 100644
index 0000000000..862ab53124
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 48"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 48
+
+State House district 48 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/49.md b/data/jurisdictions/us/states/in/districts/house/49.md
new file mode 100644
index 0000000000..683b1edea7
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 49"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 49
+
+State House district 49 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/5.md b/data/jurisdictions/us/states/in/districts/house/5.md
new file mode 100644
index 0000000000..759ad559ab
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 5"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 5
+
+State House district 5 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/50.md b/data/jurisdictions/us/states/in/districts/house/50.md
new file mode 100644
index 0000000000..731284efae
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 50"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 50
+
+State House district 50 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/51.md b/data/jurisdictions/us/states/in/districts/house/51.md
new file mode 100644
index 0000000000..75b21301bd
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 51"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 51
+
+State House district 51 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/52.md b/data/jurisdictions/us/states/in/districts/house/52.md
new file mode 100644
index 0000000000..2b91d618ea
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 52"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 52
+
+State House district 52 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/53.md b/data/jurisdictions/us/states/in/districts/house/53.md
new file mode 100644
index 0000000000..1c6fff2476
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 53"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 53
+
+State House district 53 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/54.md b/data/jurisdictions/us/states/in/districts/house/54.md
new file mode 100644
index 0000000000..00de8d730d
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 54"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 54
+
+State House district 54 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/55.md b/data/jurisdictions/us/states/in/districts/house/55.md
new file mode 100644
index 0000000000..ebbfc98bd1
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 55"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 55
+
+State House district 55 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/56.md b/data/jurisdictions/us/states/in/districts/house/56.md
new file mode 100644
index 0000000000..2ad416406a
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 56"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 56
+
+State House district 56 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/57.md b/data/jurisdictions/us/states/in/districts/house/57.md
new file mode 100644
index 0000000000..b937213c6c
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 57"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 57
+
+State House district 57 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/58.md b/data/jurisdictions/us/states/in/districts/house/58.md
new file mode 100644
index 0000000000..6f248977b3
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 58"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 58
+
+State House district 58 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/59.md b/data/jurisdictions/us/states/in/districts/house/59.md
new file mode 100644
index 0000000000..dc9f9f5b6d
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 59"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 59
+
+State House district 59 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/6.md b/data/jurisdictions/us/states/in/districts/house/6.md
new file mode 100644
index 0000000000..c1e96f02aa
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 6"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 6
+
+State House district 6 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/60.md b/data/jurisdictions/us/states/in/districts/house/60.md
new file mode 100644
index 0000000000..a2aaa06f17
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 60"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 60
+
+State House district 60 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/61.md b/data/jurisdictions/us/states/in/districts/house/61.md
new file mode 100644
index 0000000000..c7270dbdf1
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 61"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 61
+
+State House district 61 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/62.md b/data/jurisdictions/us/states/in/districts/house/62.md
new file mode 100644
index 0000000000..15d777b1a6
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 62"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 62
+
+State House district 62 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/63.md b/data/jurisdictions/us/states/in/districts/house/63.md
new file mode 100644
index 0000000000..c7d358ee47
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 63"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 63
+
+State House district 63 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/64.md b/data/jurisdictions/us/states/in/districts/house/64.md
new file mode 100644
index 0000000000..96b3e7eb11
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 64"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 64
+
+State House district 64 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/65.md b/data/jurisdictions/us/states/in/districts/house/65.md
new file mode 100644
index 0000000000..7a3f956a00
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 65"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 65
+
+State House district 65 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/66.md b/data/jurisdictions/us/states/in/districts/house/66.md
new file mode 100644
index 0000000000..68109063d1
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 66"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 66
+
+State House district 66 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/67.md b/data/jurisdictions/us/states/in/districts/house/67.md
new file mode 100644
index 0000000000..7ee1f3dc4d
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 67"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 67
+
+State House district 67 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/68.md b/data/jurisdictions/us/states/in/districts/house/68.md
new file mode 100644
index 0000000000..6415115b35
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 68"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 68
+
+State House district 68 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/69.md b/data/jurisdictions/us/states/in/districts/house/69.md
new file mode 100644
index 0000000000..3438320287
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 69"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 69
+
+State House district 69 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/7.md b/data/jurisdictions/us/states/in/districts/house/7.md
new file mode 100644
index 0000000000..1153b7dc78
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 7"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 7
+
+State House district 7 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/70.md b/data/jurisdictions/us/states/in/districts/house/70.md
new file mode 100644
index 0000000000..1b86c0c55b
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 70"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 70
+
+State House district 70 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/71.md b/data/jurisdictions/us/states/in/districts/house/71.md
new file mode 100644
index 0000000000..bc5dafb519
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 71"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 71
+
+State House district 71 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/72.md b/data/jurisdictions/us/states/in/districts/house/72.md
new file mode 100644
index 0000000000..0ab722ab9d
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 72"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 72
+
+State House district 72 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/73.md b/data/jurisdictions/us/states/in/districts/house/73.md
new file mode 100644
index 0000000000..aa1055adb3
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 73"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 73
+
+State House district 73 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/74.md b/data/jurisdictions/us/states/in/districts/house/74.md
new file mode 100644
index 0000000000..f8f1133c8e
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 74"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 74
+
+State House district 74 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/75.md b/data/jurisdictions/us/states/in/districts/house/75.md
new file mode 100644
index 0000000000..7fd4a3d091
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 75"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 75
+
+State House district 75 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/76.md b/data/jurisdictions/us/states/in/districts/house/76.md
new file mode 100644
index 0000000000..be813b0f72
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 76"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 76
+
+State House district 76 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/77.md b/data/jurisdictions/us/states/in/districts/house/77.md
new file mode 100644
index 0000000000..1b74524615
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 77"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 77
+
+State House district 77 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/78.md b/data/jurisdictions/us/states/in/districts/house/78.md
new file mode 100644
index 0000000000..c8aa027873
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 78"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 78
+
+State House district 78 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/79.md b/data/jurisdictions/us/states/in/districts/house/79.md
new file mode 100644
index 0000000000..d30d2ece44
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 79"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 79
+
+State House district 79 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/8.md b/data/jurisdictions/us/states/in/districts/house/8.md
new file mode 100644
index 0000000000..bb25b0193e
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 8"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 8
+
+State House district 8 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/80.md b/data/jurisdictions/us/states/in/districts/house/80.md
new file mode 100644
index 0000000000..d667b359ba
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 80"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 80
+
+State House district 80 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/81.md b/data/jurisdictions/us/states/in/districts/house/81.md
new file mode 100644
index 0000000000..c06ec716de
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 81"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 81
+
+State House district 81 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/82.md b/data/jurisdictions/us/states/in/districts/house/82.md
new file mode 100644
index 0000000000..0e609c0e7f
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 82"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 82
+
+State House district 82 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/83.md b/data/jurisdictions/us/states/in/districts/house/83.md
new file mode 100644
index 0000000000..e022b39c36
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 83"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 83
+
+State House district 83 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/84.md b/data/jurisdictions/us/states/in/districts/house/84.md
new file mode 100644
index 0000000000..52cbb5ac43
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 84"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 84
+
+State House district 84 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/85.md b/data/jurisdictions/us/states/in/districts/house/85.md
new file mode 100644
index 0000000000..29c3456dbb
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 85"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 85
+
+State House district 85 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/86.md b/data/jurisdictions/us/states/in/districts/house/86.md
new file mode 100644
index 0000000000..70f2fd48ed
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 86"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 86
+
+State House district 86 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/87.md b/data/jurisdictions/us/states/in/districts/house/87.md
new file mode 100644
index 0000000000..bacabe67bd
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 87"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 87
+
+State House district 87 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/88.md b/data/jurisdictions/us/states/in/districts/house/88.md
new file mode 100644
index 0000000000..ac0cb7cb2c
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 88"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 88
+
+State House district 88 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/89.md b/data/jurisdictions/us/states/in/districts/house/89.md
new file mode 100644
index 0000000000..6b8559229c
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 89"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 89
+
+State House district 89 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/9.md b/data/jurisdictions/us/states/in/districts/house/9.md
new file mode 100644
index 0000000000..dd1a2d05ea
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 9"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 9
+
+State House district 9 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/90.md b/data/jurisdictions/us/states/in/districts/house/90.md
new file mode 100644
index 0000000000..383343aeea
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 90"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 90
+
+State House district 90 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/91.md b/data/jurisdictions/us/states/in/districts/house/91.md
new file mode 100644
index 0000000000..be6e6122bd
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 91"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 91
+
+State House district 91 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/92.md b/data/jurisdictions/us/states/in/districts/house/92.md
new file mode 100644
index 0000000000..8d289ab812
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 92"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 92
+
+State House district 92 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/93.md b/data/jurisdictions/us/states/in/districts/house/93.md
new file mode 100644
index 0000000000..a25ec07be4
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 93"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 93
+
+State House district 93 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/94.md b/data/jurisdictions/us/states/in/districts/house/94.md
new file mode 100644
index 0000000000..ddf84eaee2
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 94"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 94
+
+State House district 94 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/95.md b/data/jurisdictions/us/states/in/districts/house/95.md
new file mode 100644
index 0000000000..beda81c6a9
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 95"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 95
+
+State House district 95 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/96.md b/data/jurisdictions/us/states/in/districts/house/96.md
new file mode 100644
index 0000000000..2a02491c90
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 96"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 96
+
+State House district 96 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/97.md b/data/jurisdictions/us/states/in/districts/house/97.md
new file mode 100644
index 0000000000..efb10ff4ed
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 97"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 97
+
+State House district 97 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/98.md b/data/jurisdictions/us/states/in/districts/house/98.md
new file mode 100644
index 0000000000..25c9db46c9
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 98"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 98
+
+State House district 98 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/house/99.md b/data/jurisdictions/us/states/in/districts/house/99.md
new file mode 100644
index 0000000000..31dd11fcee
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN House District 99"
+classification: state-house-district
+state: "IN"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN House District 99
+
+State House district 99 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/1.md b/data/jurisdictions/us/states/in/districts/senate/1.md
new file mode 100644
index 0000000000..bedab737fe
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 1"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 1
+
+State Senate district 1 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/10.md b/data/jurisdictions/us/states/in/districts/senate/10.md
new file mode 100644
index 0000000000..40e5bd9514
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 10"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 10
+
+State Senate district 10 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/11.md b/data/jurisdictions/us/states/in/districts/senate/11.md
new file mode 100644
index 0000000000..f0a5652b2e
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 11"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 11
+
+State Senate district 11 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/12.md b/data/jurisdictions/us/states/in/districts/senate/12.md
new file mode 100644
index 0000000000..7ca9ab8e5e
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 12"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 12
+
+State Senate district 12 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/13.md b/data/jurisdictions/us/states/in/districts/senate/13.md
new file mode 100644
index 0000000000..ae6b907a8e
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 13"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 13
+
+State Senate district 13 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/14.md b/data/jurisdictions/us/states/in/districts/senate/14.md
new file mode 100644
index 0000000000..890ce08e58
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 14"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 14
+
+State Senate district 14 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/15.md b/data/jurisdictions/us/states/in/districts/senate/15.md
new file mode 100644
index 0000000000..57a371f2c5
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 15"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 15
+
+State Senate district 15 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/16.md b/data/jurisdictions/us/states/in/districts/senate/16.md
new file mode 100644
index 0000000000..47cc001824
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 16"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 16
+
+State Senate district 16 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/17.md b/data/jurisdictions/us/states/in/districts/senate/17.md
new file mode 100644
index 0000000000..cd87d732f4
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 17"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 17
+
+State Senate district 17 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/18.md b/data/jurisdictions/us/states/in/districts/senate/18.md
new file mode 100644
index 0000000000..51002ebb15
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 18"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 18
+
+State Senate district 18 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/19.md b/data/jurisdictions/us/states/in/districts/senate/19.md
new file mode 100644
index 0000000000..e9d46c027d
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 19"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 19
+
+State Senate district 19 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/2.md b/data/jurisdictions/us/states/in/districts/senate/2.md
new file mode 100644
index 0000000000..7fa5d1f523
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 2"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 2
+
+State Senate district 2 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/20.md b/data/jurisdictions/us/states/in/districts/senate/20.md
new file mode 100644
index 0000000000..c41d5b6fdc
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 20"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 20
+
+State Senate district 20 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/21.md b/data/jurisdictions/us/states/in/districts/senate/21.md
new file mode 100644
index 0000000000..b8931704d6
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 21"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 21
+
+State Senate district 21 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/22.md b/data/jurisdictions/us/states/in/districts/senate/22.md
new file mode 100644
index 0000000000..8f021f3055
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 22"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 22
+
+State Senate district 22 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/23.md b/data/jurisdictions/us/states/in/districts/senate/23.md
new file mode 100644
index 0000000000..8d2539d314
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 23"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 23
+
+State Senate district 23 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/24.md b/data/jurisdictions/us/states/in/districts/senate/24.md
new file mode 100644
index 0000000000..73a2d35b66
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 24"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 24
+
+State Senate district 24 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/25.md b/data/jurisdictions/us/states/in/districts/senate/25.md
new file mode 100644
index 0000000000..cd4a06d934
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 25"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 25
+
+State Senate district 25 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/26.md b/data/jurisdictions/us/states/in/districts/senate/26.md
new file mode 100644
index 0000000000..36be2e3c36
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 26"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 26
+
+State Senate district 26 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/27.md b/data/jurisdictions/us/states/in/districts/senate/27.md
new file mode 100644
index 0000000000..48da5fdfff
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 27"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 27
+
+State Senate district 27 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/28.md b/data/jurisdictions/us/states/in/districts/senate/28.md
new file mode 100644
index 0000000000..28504b7b36
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 28"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 28
+
+State Senate district 28 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/29.md b/data/jurisdictions/us/states/in/districts/senate/29.md
new file mode 100644
index 0000000000..2ca6bdcaee
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 29"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 29
+
+State Senate district 29 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/3.md b/data/jurisdictions/us/states/in/districts/senate/3.md
new file mode 100644
index 0000000000..8a92ff31df
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 3"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 3
+
+State Senate district 3 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/30.md b/data/jurisdictions/us/states/in/districts/senate/30.md
new file mode 100644
index 0000000000..38f13e9e9a
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 30"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 30
+
+State Senate district 30 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/31.md b/data/jurisdictions/us/states/in/districts/senate/31.md
new file mode 100644
index 0000000000..05619c78d7
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 31"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 31
+
+State Senate district 31 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/32.md b/data/jurisdictions/us/states/in/districts/senate/32.md
new file mode 100644
index 0000000000..a53490c93a
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 32"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 32
+
+State Senate district 32 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/33.md b/data/jurisdictions/us/states/in/districts/senate/33.md
new file mode 100644
index 0000000000..140764e873
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 33"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 33
+
+State Senate district 33 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/34.md b/data/jurisdictions/us/states/in/districts/senate/34.md
new file mode 100644
index 0000000000..6c72a6c508
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 34"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 34
+
+State Senate district 34 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/35.md b/data/jurisdictions/us/states/in/districts/senate/35.md
new file mode 100644
index 0000000000..d38914a70a
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 35"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 35
+
+State Senate district 35 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/36.md b/data/jurisdictions/us/states/in/districts/senate/36.md
new file mode 100644
index 0000000000..85c5664fc5
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 36"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 36
+
+State Senate district 36 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/37.md b/data/jurisdictions/us/states/in/districts/senate/37.md
new file mode 100644
index 0000000000..877782a73e
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 37"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 37
+
+State Senate district 37 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/38.md b/data/jurisdictions/us/states/in/districts/senate/38.md
new file mode 100644
index 0000000000..4aa54138d4
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 38"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 38
+
+State Senate district 38 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/39.md b/data/jurisdictions/us/states/in/districts/senate/39.md
new file mode 100644
index 0000000000..962bb87f43
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 39"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 39
+
+State Senate district 39 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/4.md b/data/jurisdictions/us/states/in/districts/senate/4.md
new file mode 100644
index 0000000000..ef669e69c5
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 4"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 4
+
+State Senate district 4 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/40.md b/data/jurisdictions/us/states/in/districts/senate/40.md
new file mode 100644
index 0000000000..44b7efa4f4
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 40"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 40
+
+State Senate district 40 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/41.md b/data/jurisdictions/us/states/in/districts/senate/41.md
new file mode 100644
index 0000000000..fd1222b7e9
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 41"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 41
+
+State Senate district 41 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/42.md b/data/jurisdictions/us/states/in/districts/senate/42.md
new file mode 100644
index 0000000000..87a21542b8
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 42"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 42
+
+State Senate district 42 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/43.md b/data/jurisdictions/us/states/in/districts/senate/43.md
new file mode 100644
index 0000000000..4e5f9b47f1
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 43"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 43
+
+State Senate district 43 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/44.md b/data/jurisdictions/us/states/in/districts/senate/44.md
new file mode 100644
index 0000000000..db4df07ff3
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 44"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 44
+
+State Senate district 44 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/45.md b/data/jurisdictions/us/states/in/districts/senate/45.md
new file mode 100644
index 0000000000..ae72a6f453
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 45"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 45
+
+State Senate district 45 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/46.md b/data/jurisdictions/us/states/in/districts/senate/46.md
new file mode 100644
index 0000000000..24edd1a111
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 46"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 46
+
+State Senate district 46 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/47.md b/data/jurisdictions/us/states/in/districts/senate/47.md
new file mode 100644
index 0000000000..5a064aca6b
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 47"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 47
+
+State Senate district 47 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/48.md b/data/jurisdictions/us/states/in/districts/senate/48.md
new file mode 100644
index 0000000000..4d1cf6b0ba
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 48"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 48
+
+State Senate district 48 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/49.md b/data/jurisdictions/us/states/in/districts/senate/49.md
new file mode 100644
index 0000000000..62927019fe
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 49"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 49
+
+State Senate district 49 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/5.md b/data/jurisdictions/us/states/in/districts/senate/5.md
new file mode 100644
index 0000000000..40f98baa68
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 5"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 5
+
+State Senate district 5 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/50.md b/data/jurisdictions/us/states/in/districts/senate/50.md
new file mode 100644
index 0000000000..250b9fbcc8
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 50"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 50
+
+State Senate district 50 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/6.md b/data/jurisdictions/us/states/in/districts/senate/6.md
new file mode 100644
index 0000000000..24665792d7
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 6"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 6
+
+State Senate district 6 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/7.md b/data/jurisdictions/us/states/in/districts/senate/7.md
new file mode 100644
index 0000000000..a262f3ff08
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 7"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 7
+
+State Senate district 7 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/8.md b/data/jurisdictions/us/states/in/districts/senate/8.md
new file mode 100644
index 0000000000..6bcb00aaba
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 8"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 8
+
+State Senate district 8 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/districts/senate/9.md b/data/jurisdictions/us/states/in/districts/senate/9.md
new file mode 100644
index 0000000000..2664c9ad77
--- /dev/null
+++ b/data/jurisdictions/us/states/in/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "IN Senate District 9"
+classification: state-senate-district
+state: "IN"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, in]
+timestamp: "2026-07-03"
+---
+
+# IN Senate District 9
+
+State Senate district 9 (IN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/in/people/aaron-freeman.md b/data/jurisdictions/us/states/in/people/aaron-freeman.md
index 8a8c313aed..9eca464300 100644
--- a/data/jurisdictions/us/states/in/people/aaron-freeman.md
+++ b/data/jurisdictions/us/states/in/people/aaron-freeman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 32"
+represents: "us/states/in/districts/senate/32"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 32 (IN State Senate District 32).
 
+Represents [IN State Senate District 32](/us/states/in/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/alaina-shonkwiler.md b/data/jurisdictions/us/states/in/people/alaina-shonkwiler.md
index ce56de9e23..00aa16ab3e 100644
--- a/data/jurisdictions/us/states/in/people/alaina-shonkwiler.md
+++ b/data/jurisdictions/us/states/in/people/alaina-shonkwiler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 29"
+represents: "us/states/in/districts/house/29"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 29 (IN State House of Representatives District 29).
 
+Represents [IN State House of Representatives District 29](/us/states/in/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/alex-burton.md b/data/jurisdictions/us/states/in/people/alex-burton.md
index a6ed38ed23..22a4f955e4 100644
--- a/data/jurisdictions/us/states/in/people/alex-burton.md
+++ b/data/jurisdictions/us/states/in/people/alex-burton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 77"
+represents: "us/states/in/districts/house/77"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 77 (IN State House of Representatives District 77).
 
+Represents [IN State House of Representatives District 77](/us/states/in/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/alex-zimmerman.md b/data/jurisdictions/us/states/in/people/alex-zimmerman.md
index 5c6e1e4387..b88c1be84c 100644
--- a/data/jurisdictions/us/states/in/people/alex-zimmerman.md
+++ b/data/jurisdictions/us/states/in/people/alex-zimmerman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 67"
+represents: "us/states/in/districts/house/67"
 tenure:
   start: "2023-07-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 67 (IN State House of Representatives District 67).
 
+Represents [IN State House of Representatives District 67](/us/states/in/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/andrea-hunley.md b/data/jurisdictions/us/states/in/people/andrea-hunley.md
index 0ce5ca3cad..2b22fdbc82 100644
--- a/data/jurisdictions/us/states/in/people/andrea-hunley.md
+++ b/data/jurisdictions/us/states/in/people/andrea-hunley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 46"
+represents: "us/states/in/districts/senate/46"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 46 (IN State Senate District 46).
 
+Represents [IN State Senate District 46](/us/states/in/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/andrew-ireland.md b/data/jurisdictions/us/states/in/people/andrew-ireland.md
index cbea184aca..3dfc8ec556 100644
--- a/data/jurisdictions/us/states/in/people/andrew-ireland.md
+++ b/data/jurisdictions/us/states/in/people/andrew-ireland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 90"
+represents: "us/states/in/districts/house/90"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 90 (IN State House of Representatives District 90).
 
+Represents [IN State House of Representatives District 90](/us/states/in/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/beau-baird.md b/data/jurisdictions/us/states/in/people/beau-baird.md
index 349378f3f5..d8292530e8 100644
--- a/data/jurisdictions/us/states/in/people/beau-baird.md
+++ b/data/jurisdictions/us/states/in/people/beau-baird.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 44"
+represents: "us/states/in/districts/house/44"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 44 (IN State House of Representatives District 44).
 
+Represents [IN State House of Representatives District 44](/us/states/in/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/becky-cash.md b/data/jurisdictions/us/states/in/people/becky-cash.md
index b23db9fd06..9a0e4165b1 100644
--- a/data/jurisdictions/us/states/in/people/becky-cash.md
+++ b/data/jurisdictions/us/states/in/people/becky-cash.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 25"
+represents: "us/states/in/districts/house/25"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 25 (IN State House of Representatives District 25).
 
+Represents [IN State House of Representatives District 25](/us/states/in/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ben-smaltz.md b/data/jurisdictions/us/states/in/people/ben-smaltz.md
index 9a78e76462..2ab0abaa6b 100644
--- a/data/jurisdictions/us/states/in/people/ben-smaltz.md
+++ b/data/jurisdictions/us/states/in/people/ben-smaltz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 52"
+represents: "us/states/in/districts/house/52"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 52 (IN State House of Representatives District 52).
 
+Represents [IN State House of Representatives District 52](/us/states/in/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/blake-doriot.md b/data/jurisdictions/us/states/in/people/blake-doriot.md
index 477f0fe3ea..f6118d4ee1 100644
--- a/data/jurisdictions/us/states/in/people/blake-doriot.md
+++ b/data/jurisdictions/us/states/in/people/blake-doriot.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 12"
+represents: "us/states/in/districts/senate/12"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 12 (IN State Senate District 12).
 
+Represents [IN State Senate District 12](/us/states/in/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/blake-johnson.md b/data/jurisdictions/us/states/in/people/blake-johnson.md
index 4c9e037cbc..ff8212426e 100644
--- a/data/jurisdictions/us/states/in/people/blake-johnson.md
+++ b/data/jurisdictions/us/states/in/people/blake-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 100"
+represents: "us/states/in/districts/house/100"
 tenure:
   start: "2020-06-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 100 (IN State House of Representatives District 100).
 
+Represents [IN State House of Representatives District 100](/us/states/in/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/bob-behning.md b/data/jurisdictions/us/states/in/people/bob-behning.md
index fe2eaee5ad..929239c4ea 100644
--- a/data/jurisdictions/us/states/in/people/bob-behning.md
+++ b/data/jurisdictions/us/states/in/people/bob-behning.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 91"
+represents: "us/states/in/districts/house/91"
 tenure:
   start: "1992-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 91 (IN State House of Representatives District 91).
 
+Represents [IN State House of Representatives District 91](/us/states/in/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/bob-heaton.md b/data/jurisdictions/us/states/in/people/bob-heaton.md
index aa8c456781..93a78d7240 100644
--- a/data/jurisdictions/us/states/in/people/bob-heaton.md
+++ b/data/jurisdictions/us/states/in/people/bob-heaton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 46"
+represents: "us/states/in/districts/house/46"
 tenure:
   start: "2010-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 46 (IN State House of Representatives District 46).
 
+Represents [IN State House of Representatives District 46](/us/states/in/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/bob-morris.md b/data/jurisdictions/us/states/in/people/bob-morris.md
index 19dc42059c..f0b687c6f6 100644
--- a/data/jurisdictions/us/states/in/people/bob-morris.md
+++ b/data/jurisdictions/us/states/in/people/bob-morris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 84"
+represents: "us/states/in/districts/house/84"
 tenure:
   start: "2010-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 84 (IN State House of Representatives District 84).
 
+Represents [IN State House of Representatives District 84](/us/states/in/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/brad-barrett.md b/data/jurisdictions/us/states/in/people/brad-barrett.md
index 95844953c2..c70d76cc5b 100644
--- a/data/jurisdictions/us/states/in/people/brad-barrett.md
+++ b/data/jurisdictions/us/states/in/people/brad-barrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 56"
+represents: "us/states/in/districts/house/56"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 56 (IN State House of Representatives District 56).
 
+Represents [IN State House of Representatives District 56](/us/states/in/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/brett-clark.md b/data/jurisdictions/us/states/in/people/brett-clark.md
index 6e45b27167..bcaa41b670 100644
--- a/data/jurisdictions/us/states/in/people/brett-clark.md
+++ b/data/jurisdictions/us/states/in/people/brett-clark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 24"
+represents: "us/states/in/districts/senate/24"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 24 (IN State Senate District 24).
 
+Represents [IN State Senate District 24](/us/states/in/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/brian-buchanan.md b/data/jurisdictions/us/states/in/people/brian-buchanan.md
index 711b43334d..0ccf9052e9 100644
--- a/data/jurisdictions/us/states/in/people/brian-buchanan.md
+++ b/data/jurisdictions/us/states/in/people/brian-buchanan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 7"
+represents: "us/states/in/districts/senate/7"
 tenure:
   start: "2018-02-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 7 (IN State Senate District 7).
 
+Represents [IN State Senate District 7](/us/states/in/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/bruce-borders.md b/data/jurisdictions/us/states/in/people/bruce-borders.md
index 11066947a3..6c7a718159 100644
--- a/data/jurisdictions/us/states/in/people/bruce-borders.md
+++ b/data/jurisdictions/us/states/in/people/bruce-borders.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 45"
+represents: "us/states/in/districts/house/45"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 45 (IN State House of Representatives District 45).
 
+Represents [IN State House of Representatives District 45](/us/states/in/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/carey-hamilton.md b/data/jurisdictions/us/states/in/people/carey-hamilton.md
index 4478bc9f8c..f428e78dd8 100644
--- a/data/jurisdictions/us/states/in/people/carey-hamilton.md
+++ b/data/jurisdictions/us/states/in/people/carey-hamilton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 87"
+represents: "us/states/in/districts/house/87"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 87 (IN State House of Representatives District 87).
 
+Represents [IN State House of Representatives District 87](/us/states/in/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/carolyn-jackson.md b/data/jurisdictions/us/states/in/people/carolyn-jackson.md
index b0b9e89f7f..de1ae6d18a 100644
--- a/data/jurisdictions/us/states/in/people/carolyn-jackson.md
+++ b/data/jurisdictions/us/states/in/people/carolyn-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 1"
+represents: "us/states/in/districts/house/1"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 1 (IN State House of Representatives District 1).
 
+Represents [IN State House of Representatives District 1](/us/states/in/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/cherrish-pryor.md b/data/jurisdictions/us/states/in/people/cherrish-pryor.md
index 9c4298c71e..f26f1b3748 100644
--- a/data/jurisdictions/us/states/in/people/cherrish-pryor.md
+++ b/data/jurisdictions/us/states/in/people/cherrish-pryor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 94"
+represents: "us/states/in/districts/house/94"
 tenure:
   start: "2008-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 94 (IN State House of Representatives District 94).
 
+Represents [IN State House of Representatives District 94](/us/states/in/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/chris-campbell.md b/data/jurisdictions/us/states/in/people/chris-campbell.md
index c3f0ed6422..f72dfee629 100644
--- a/data/jurisdictions/us/states/in/people/chris-campbell.md
+++ b/data/jurisdictions/us/states/in/people/chris-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 26"
+represents: "us/states/in/districts/house/26"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 26 (IN State House of Representatives District 26).
 
+Represents [IN State House of Representatives District 26](/us/states/in/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/chris-garten.md b/data/jurisdictions/us/states/in/people/chris-garten.md
index 01dd0f92fc..ea801ecc0e 100644
--- a/data/jurisdictions/us/states/in/people/chris-garten.md
+++ b/data/jurisdictions/us/states/in/people/chris-garten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 45"
+represents: "us/states/in/districts/senate/45"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 45 (IN State Senate District 45).
 
+Represents [IN State Senate District 45](/us/states/in/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/chris-jeter.md b/data/jurisdictions/us/states/in/people/chris-jeter.md
index e16bdbbc04..9fbb7af4b2 100644
--- a/data/jurisdictions/us/states/in/people/chris-jeter.md
+++ b/data/jurisdictions/us/states/in/people/chris-jeter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 88"
+represents: "us/states/in/districts/house/88"
 tenure:
   start: "2020-08-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 88 (IN State House of Representatives District 88).
 
+Represents [IN State House of Representatives District 88](/us/states/in/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/chris-judy.md b/data/jurisdictions/us/states/in/people/chris-judy.md
index bf4a98ff79..920ab34b98 100644
--- a/data/jurisdictions/us/states/in/people/chris-judy.md
+++ b/data/jurisdictions/us/states/in/people/chris-judy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 83"
+represents: "us/states/in/districts/house/83"
 tenure:
   start: "2014-09-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 83 (IN State House of Representatives District 83).
 
+Represents [IN State House of Representatives District 83](/us/states/in/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/chris-may.md b/data/jurisdictions/us/states/in/people/chris-may.md
index 0b1e2351b6..c18dd74f3b 100644
--- a/data/jurisdictions/us/states/in/people/chris-may.md
+++ b/data/jurisdictions/us/states/in/people/chris-may.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 65"
+represents: "us/states/in/districts/house/65"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 65 (IN State House of Representatives District 65).
 
+Represents [IN State House of Representatives District 65](/us/states/in/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/chuck-moseley.md b/data/jurisdictions/us/states/in/people/chuck-moseley.md
index 82564f1aeb..8fd22ab1b2 100644
--- a/data/jurisdictions/us/states/in/people/chuck-moseley.md
+++ b/data/jurisdictions/us/states/in/people/chuck-moseley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 10"
+represents: "us/states/in/districts/house/10"
 tenure:
   start: "2008-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 10 (IN State House of Representatives District 10).
 
+Represents [IN State House of Representatives District 10](/us/states/in/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/cindy-ledbetter.md b/data/jurisdictions/us/states/in/people/cindy-ledbetter.md
index f18b192573..7f607efbd4 100644
--- a/data/jurisdictions/us/states/in/people/cindy-ledbetter.md
+++ b/data/jurisdictions/us/states/in/people/cindy-ledbetter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 75"
+represents: "us/states/in/districts/house/75"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 75 (IN State House of Representatives District 75).
 
+Represents [IN State House of Representatives District 75](/us/states/in/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/cory-criswell.md b/data/jurisdictions/us/states/in/people/cory-criswell.md
index ec664e28dc..bddefd9eb4 100644
--- a/data/jurisdictions/us/states/in/people/cory-criswell.md
+++ b/data/jurisdictions/us/states/in/people/cory-criswell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 54"
+represents: "us/states/in/districts/house/54"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 54 (IN State House of Representatives District 54).
 
+Represents [IN State House of Representatives District 54](/us/states/in/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/craig-haggard.md b/data/jurisdictions/us/states/in/people/craig-haggard.md
index e2b1ee25ab..1d49f9f122 100644
--- a/data/jurisdictions/us/states/in/people/craig-haggard.md
+++ b/data/jurisdictions/us/states/in/people/craig-haggard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 57"
+represents: "us/states/in/districts/house/57"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 57 (IN State House of Representatives District 57).
 
+Represents [IN State House of Representatives District 57](/us/states/in/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/craig-snow.md b/data/jurisdictions/us/states/in/people/craig-snow.md
index 60ecf757a8..941f67f491 100644
--- a/data/jurisdictions/us/states/in/people/craig-snow.md
+++ b/data/jurisdictions/us/states/in/people/craig-snow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 22"
+represents: "us/states/in/districts/house/22"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 22 (IN State House of Representatives District 22).
 
+Represents [IN State House of Representatives District 22](/us/states/in/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/cyndi-carrasco.md b/data/jurisdictions/us/states/in/people/cyndi-carrasco.md
index 73acdd0957..3a0f4b8f14 100644
--- a/data/jurisdictions/us/states/in/people/cyndi-carrasco.md
+++ b/data/jurisdictions/us/states/in/people/cyndi-carrasco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 36"
+represents: "us/states/in/districts/senate/36"
 tenure:
   start: "2023-11-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 36 (IN State Senate District 36).
 
+Represents [IN State Senate District 36](/us/states/in/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/dale-devon.md b/data/jurisdictions/us/states/in/people/dale-devon.md
index f3030663dd..d2d0994e3e 100644
--- a/data/jurisdictions/us/states/in/people/dale-devon.md
+++ b/data/jurisdictions/us/states/in/people/dale-devon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 5"
+represents: "us/states/in/districts/house/5"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 5 (IN State House of Representatives District 5).
 
+Represents [IN State House of Representatives District 5](/us/states/in/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/dan-dernulc.md b/data/jurisdictions/us/states/in/people/dan-dernulc.md
index 6b81badaf9..c64e67a786 100644
--- a/data/jurisdictions/us/states/in/people/dan-dernulc.md
+++ b/data/jurisdictions/us/states/in/people/dan-dernulc.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 1"
+represents: "us/states/in/districts/senate/1"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 1 (IN State Senate District 1).
 
+Represents [IN State Senate District 1](/us/states/in/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/danny-lopez.md b/data/jurisdictions/us/states/in/people/danny-lopez.md
index c3fc5df5bc..6bb044eba4 100644
--- a/data/jurisdictions/us/states/in/people/danny-lopez.md
+++ b/data/jurisdictions/us/states/in/people/danny-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 39"
+represents: "us/states/in/districts/house/39"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 39 (IN State House of Representatives District 39).
 
+Represents [IN State House of Representatives District 39](/us/states/in/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/daryl-schmitt.md b/data/jurisdictions/us/states/in/people/daryl-schmitt.md
index c45dc5920a..7a2f8d0ce6 100644
--- a/data/jurisdictions/us/states/in/people/daryl-schmitt.md
+++ b/data/jurisdictions/us/states/in/people/daryl-schmitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 48"
+represents: "us/states/in/districts/senate/48"
 tenure:
   start: "2024-09-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 48 (IN State Senate District 48).
 
+Represents [IN State Senate District 48](/us/states/in/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/dave-hall.md b/data/jurisdictions/us/states/in/people/dave-hall.md
index 968bbab94b..e8619c6d60 100644
--- a/data/jurisdictions/us/states/in/people/dave-hall.md
+++ b/data/jurisdictions/us/states/in/people/dave-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 62"
+represents: "us/states/in/districts/house/62"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 62 (IN State House of Representatives District 62).
 
+Represents [IN State House of Representatives District 62](/us/states/in/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/dave-heine.md b/data/jurisdictions/us/states/in/people/dave-heine.md
index a8874b499b..15fca1a7ef 100644
--- a/data/jurisdictions/us/states/in/people/dave-heine.md
+++ b/data/jurisdictions/us/states/in/people/dave-heine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 85"
+represents: "us/states/in/districts/house/85"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 85 (IN State House of Representatives District 85).
 
+Represents [IN State House of Representatives District 85](/us/states/in/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/david-abbott.md b/data/jurisdictions/us/states/in/people/david-abbott.md
index 9f12f950bf..bf33ee5456 100644
--- a/data/jurisdictions/us/states/in/people/david-abbott.md
+++ b/data/jurisdictions/us/states/in/people/david-abbott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 18"
+represents: "us/states/in/districts/house/18"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 18 (IN State House of Representatives District 18).
 
+Represents [IN State House of Representatives District 18](/us/states/in/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/david-niezgodski.md b/data/jurisdictions/us/states/in/people/david-niezgodski.md
index 1ed19d480c..b0029e5f6f 100644
--- a/data/jurisdictions/us/states/in/people/david-niezgodski.md
+++ b/data/jurisdictions/us/states/in/people/david-niezgodski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 10"
+represents: "us/states/in/districts/senate/10"
 tenure:
   start: "2016-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 10 (IN State Senate District 10).
 
+Represents [IN State Senate District 10](/us/states/in/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/doug-miller.md b/data/jurisdictions/us/states/in/people/doug-miller.md
index e34d9b6297..ee2ac6988a 100644
--- a/data/jurisdictions/us/states/in/people/doug-miller.md
+++ b/data/jurisdictions/us/states/in/people/doug-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 48"
+represents: "us/states/in/districts/house/48"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 48 (IN State House of Representatives District 48).
 
+Represents [IN State House of Representatives District 48](/us/states/in/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/earl-harris.md b/data/jurisdictions/us/states/in/people/earl-harris.md
index f6e21e1ebe..db518304f0 100644
--- a/data/jurisdictions/us/states/in/people/earl-harris.md
+++ b/data/jurisdictions/us/states/in/people/earl-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 2"
+represents: "us/states/in/districts/house/2"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 2 (IN State House of Representatives District 2).
 
+Represents [IN State House of Representatives District 2](/us/states/in/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ed-charbonneau.md b/data/jurisdictions/us/states/in/people/ed-charbonneau.md
index 6310c6c61d..d0807bb727 100644
--- a/data/jurisdictions/us/states/in/people/ed-charbonneau.md
+++ b/data/jurisdictions/us/states/in/people/ed-charbonneau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 5"
+represents: "us/states/in/districts/senate/5"
 tenure:
   start: "2007-06-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 5 (IN State Senate District 5).
 
+Represents [IN State Senate District 5](/us/states/in/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ed-clere.md b/data/jurisdictions/us/states/in/people/ed-clere.md
index b105146cd3..3bbd3ff4b9 100644
--- a/data/jurisdictions/us/states/in/people/ed-clere.md
+++ b/data/jurisdictions/us/states/in/people/ed-clere.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 72"
+represents: "us/states/in/districts/house/72"
 tenure:
   start: "2008-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 72 (IN State House of Representatives District 72).
 
+Represents [IN State House of Representatives District 72](/us/states/in/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ed-delaney.md b/data/jurisdictions/us/states/in/people/ed-delaney.md
index b79a236452..489f1c6f7c 100644
--- a/data/jurisdictions/us/states/in/people/ed-delaney.md
+++ b/data/jurisdictions/us/states/in/people/ed-delaney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 86"
+represents: "us/states/in/districts/house/86"
 tenure:
   start: "2008-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 86 (IN State House of Representatives District 86).
 
+Represents [IN State House of Representatives District 86](/us/states/in/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ed-soliday.md b/data/jurisdictions/us/states/in/people/ed-soliday.md
index 9ddb96aae0..64e35bef59 100644
--- a/data/jurisdictions/us/states/in/people/ed-soliday.md
+++ b/data/jurisdictions/us/states/in/people/ed-soliday.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 4"
+represents: "us/states/in/districts/house/4"
 tenure:
   start: "2006-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 4 (IN State House of Representatives District 4).
 
+Represents [IN State House of Representatives District 4](/us/states/in/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/elizabeth-rowray.md b/data/jurisdictions/us/states/in/people/elizabeth-rowray.md
index afe7d14202..d9139b8cd5 100644
--- a/data/jurisdictions/us/states/in/people/elizabeth-rowray.md
+++ b/data/jurisdictions/us/states/in/people/elizabeth-rowray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 35"
+represents: "us/states/in/districts/house/35"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 35 (IN State House of Representatives District 35).
 
+Represents [IN State House of Representatives District 35](/us/states/in/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/eric-bassler.md b/data/jurisdictions/us/states/in/people/eric-bassler.md
index 93b8eaa071..0a3b50d73d 100644
--- a/data/jurisdictions/us/states/in/people/eric-bassler.md
+++ b/data/jurisdictions/us/states/in/people/eric-bassler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 39"
+represents: "us/states/in/districts/senate/39"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 39 (IN State Senate District 39).
 
+Represents [IN State Senate District 39](/us/states/in/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/eric-koch.md b/data/jurisdictions/us/states/in/people/eric-koch.md
index 2dace97b42..5e8caa1fc3 100644
--- a/data/jurisdictions/us/states/in/people/eric-koch.md
+++ b/data/jurisdictions/us/states/in/people/eric-koch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 44"
+represents: "us/states/in/districts/senate/44"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 44 (IN State Senate District 44).
 
+Represents [IN State Senate District 44](/us/states/in/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ethan-lawson.md b/data/jurisdictions/us/states/in/people/ethan-lawson.md
index ad19d9f1f4..e729fbeb2a 100644
--- a/data/jurisdictions/us/states/in/people/ethan-lawson.md
+++ b/data/jurisdictions/us/states/in/people/ethan-lawson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 53"
+represents: "us/states/in/districts/house/53"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 53 (IN State House of Representatives District 53).
 
+Represents [IN State House of Representatives District 53](/us/states/in/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ethan-manning.md b/data/jurisdictions/us/states/in/people/ethan-manning.md
index e28fc7ae91..48057195e6 100644
--- a/data/jurisdictions/us/states/in/people/ethan-manning.md
+++ b/data/jurisdictions/us/states/in/people/ethan-manning.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 23"
+represents: "us/states/in/districts/house/23"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 23 (IN State House of Representatives District 23).
 
+Represents [IN State House of Representatives District 23](/us/states/in/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/fady-qaddoura.md b/data/jurisdictions/us/states/in/people/fady-qaddoura.md
index 81ae9990b0..62e90da2c7 100644
--- a/data/jurisdictions/us/states/in/people/fady-qaddoura.md
+++ b/data/jurisdictions/us/states/in/people/fady-qaddoura.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 30"
+represents: "us/states/in/districts/senate/30"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 30 (IN State Senate District 30).
 
+Represents [IN State Senate District 30](/us/states/in/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/garrett-bascom.md b/data/jurisdictions/us/states/in/people/garrett-bascom.md
index 5c225bf5f6..e46b1a0b1d 100644
--- a/data/jurisdictions/us/states/in/people/garrett-bascom.md
+++ b/data/jurisdictions/us/states/in/people/garrett-bascom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 68"
+represents: "us/states/in/districts/house/68"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 68 (IN State House of Representatives District 68).
 
+Represents [IN State House of Representatives District 68](/us/states/in/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/gary-byrne.md b/data/jurisdictions/us/states/in/people/gary-byrne.md
index 6f97387733..e166641bb5 100644
--- a/data/jurisdictions/us/states/in/people/gary-byrne.md
+++ b/data/jurisdictions/us/states/in/people/gary-byrne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 47"
+represents: "us/states/in/districts/senate/47"
 tenure:
   start: "2022-02-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 47 (IN State Senate District 47).
 
+Represents [IN State Senate District 47](/us/states/in/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/greg-goode.md b/data/jurisdictions/us/states/in/people/greg-goode.md
index 0d26006667..b8e4a0057d 100644
--- a/data/jurisdictions/us/states/in/people/greg-goode.md
+++ b/data/jurisdictions/us/states/in/people/greg-goode.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 38"
+represents: "us/states/in/districts/senate/38"
 tenure:
   start: "2023-11-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 38 (IN State Senate District 38).
 
+Represents [IN State Senate District 38](/us/states/in/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/greg-steuerwald.md b/data/jurisdictions/us/states/in/people/greg-steuerwald.md
index 4fa464aec8..98f9236ceb 100644
--- a/data/jurisdictions/us/states/in/people/greg-steuerwald.md
+++ b/data/jurisdictions/us/states/in/people/greg-steuerwald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 40"
+represents: "us/states/in/districts/house/40"
 tenure:
   start: "2007-08-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 40 (IN State House of Representatives District 40).
 
+Represents [IN State House of Representatives District 40](/us/states/in/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/greg-taylor.md b/data/jurisdictions/us/states/in/people/greg-taylor.md
index 61219d8a0f..bb3e3aef3d 100644
--- a/data/jurisdictions/us/states/in/people/greg-taylor.md
+++ b/data/jurisdictions/us/states/in/people/greg-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 33"
+represents: "us/states/in/districts/senate/33"
 tenure:
   start: "2008-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 33 (IN State Senate District 33).
 
+Represents [IN State Senate District 33](/us/states/in/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/greg-walker.md b/data/jurisdictions/us/states/in/people/greg-walker.md
index 5f97c1427c..1f236762f3 100644
--- a/data/jurisdictions/us/states/in/people/greg-walker.md
+++ b/data/jurisdictions/us/states/in/people/greg-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 41"
+represents: "us/states/in/districts/senate/41"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 41 (IN State Senate District 41).
 
+Represents [IN State Senate District 41](/us/states/in/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/gregory-porter.md b/data/jurisdictions/us/states/in/people/gregory-porter.md
index 49aa20fb1a..0221cede96 100644
--- a/data/jurisdictions/us/states/in/people/gregory-porter.md
+++ b/data/jurisdictions/us/states/in/people/gregory-porter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 96"
+represents: "us/states/in/districts/house/96"
 tenure:
   start: "1992-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 96 (IN State House of Representatives District 96).
 
+Represents [IN State House of Representatives District 96](/us/states/in/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/hal-slager.md b/data/jurisdictions/us/states/in/people/hal-slager.md
index 1ad882bfbe..c95e497490 100644
--- a/data/jurisdictions/us/states/in/people/hal-slager.md
+++ b/data/jurisdictions/us/states/in/people/hal-slager.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 15"
+represents: "us/states/in/districts/house/15"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 15 (IN State House of Representatives District 15).
 
+Represents [IN State House of Representatives District 15](/us/states/in/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/heath-vannatter.md b/data/jurisdictions/us/states/in/people/heath-vannatter.md
index ac692ee9e4..4636d0d0fb 100644
--- a/data/jurisdictions/us/states/in/people/heath-vannatter.md
+++ b/data/jurisdictions/us/states/in/people/heath-vannatter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 38"
+represents: "us/states/in/districts/house/38"
 tenure:
   start: "2010-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 38 (IN State House of Representatives District 38).
 
+Represents [IN State House of Representatives District 38](/us/states/in/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/hunter-smith.md b/data/jurisdictions/us/states/in/people/hunter-smith.md
index b2f778139f..05731e77e3 100644
--- a/data/jurisdictions/us/states/in/people/hunter-smith.md
+++ b/data/jurisdictions/us/states/in/people/hunter-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 24"
+represents: "us/states/in/districts/house/24"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 24 (IN State House of Representatives District 24).
 
+Represents [IN State House of Representatives District 24](/us/states/in/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/j-d-ford.md b/data/jurisdictions/us/states/in/people/j-d-ford.md
index d2d886b5eb..73832251ea 100644
--- a/data/jurisdictions/us/states/in/people/j-d-ford.md
+++ b/data/jurisdictions/us/states/in/people/j-d-ford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 29"
+represents: "us/states/in/districts/senate/29"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 29 (IN State Senate District 29).
 
+Represents [IN State Senate District 29](/us/states/in/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/j-d-prescott.md b/data/jurisdictions/us/states/in/people/j-d-prescott.md
index 0943e95888..f922b8ae2a 100644
--- a/data/jurisdictions/us/states/in/people/j-d-prescott.md
+++ b/data/jurisdictions/us/states/in/people/j-d-prescott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 33"
+represents: "us/states/in/districts/house/33"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 33 (IN State House of Representatives District 33).
 
+Represents [IN State House of Representatives District 33](/us/states/in/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/jack-jordan.md b/data/jurisdictions/us/states/in/people/jack-jordan.md
index fbefdd7547..e5df3af6c1 100644
--- a/data/jurisdictions/us/states/in/people/jack-jordan.md
+++ b/data/jurisdictions/us/states/in/people/jack-jordan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 17"
+represents: "us/states/in/districts/house/17"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 17 (IN State House of Representatives District 17).
 
+Represents [IN State House of Representatives District 17](/us/states/in/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/jake-teshka.md b/data/jurisdictions/us/states/in/people/jake-teshka.md
index 80fe006691..68ebf4bfae 100644
--- a/data/jurisdictions/us/states/in/people/jake-teshka.md
+++ b/data/jurisdictions/us/states/in/people/jake-teshka.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 7"
+represents: "us/states/in/districts/house/7"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 7 (IN State House of Representatives District 7).
 
+Represents [IN State House of Representatives District 7](/us/states/in/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/jean-leising.md b/data/jurisdictions/us/states/in/people/jean-leising.md
index 0c4114659f..ac184f6cfc 100644
--- a/data/jurisdictions/us/states/in/people/jean-leising.md
+++ b/data/jurisdictions/us/states/in/people/jean-leising.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 42"
+represents: "us/states/in/districts/senate/42"
 tenure:
   start: "2008-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 42 (IN State Senate District 42).
 
+Represents [IN State Senate District 42](/us/states/in/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/jeff-raatz.md b/data/jurisdictions/us/states/in/people/jeff-raatz.md
index a92c904391..ec91cebf58 100644
--- a/data/jurisdictions/us/states/in/people/jeff-raatz.md
+++ b/data/jurisdictions/us/states/in/people/jeff-raatz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 27"
+represents: "us/states/in/districts/senate/27"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 27 (IN State Senate District 27).
 
+Represents [IN State Senate District 27](/us/states/in/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/jeff-thompson.md b/data/jurisdictions/us/states/in/people/jeff-thompson.md
index 351bdcebca..5424c01eaf 100644
--- a/data/jurisdictions/us/states/in/people/jeff-thompson.md
+++ b/data/jurisdictions/us/states/in/people/jeff-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 28"
+represents: "us/states/in/districts/house/28"
 tenure:
   start: "1998-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 28 (IN State House of Representatives District 28).
 
+Represents [IN State House of Representatives District 28](/us/states/in/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/jenny-meltzer.md b/data/jurisdictions/us/states/in/people/jenny-meltzer.md
index a442397fb4..3f05dac0ed 100644
--- a/data/jurisdictions/us/states/in/people/jenny-meltzer.md
+++ b/data/jurisdictions/us/states/in/people/jenny-meltzer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 73"
+represents: "us/states/in/districts/house/73"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 73 (IN State House of Representatives District 73).
 
+Represents [IN State House of Representatives District 73](/us/states/in/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/jim-buck.md b/data/jurisdictions/us/states/in/people/jim-buck.md
index b17a3de493..88e91f0be3 100644
--- a/data/jurisdictions/us/states/in/people/jim-buck.md
+++ b/data/jurisdictions/us/states/in/people/jim-buck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 21"
+represents: "us/states/in/districts/senate/21"
 tenure:
   start: "2008-04-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 21 (IN State Senate District 21).
 
+Represents [IN State Senate District 21](/us/states/in/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/jim-lucas.md b/data/jurisdictions/us/states/in/people/jim-lucas.md
index b95452fbdc..da0aad1589 100644
--- a/data/jurisdictions/us/states/in/people/jim-lucas.md
+++ b/data/jurisdictions/us/states/in/people/jim-lucas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 69"
+represents: "us/states/in/districts/house/69"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 69 (IN State House of Representatives District 69).
 
+Represents [IN State House of Representatives District 69](/us/states/in/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/jim-pressel.md b/data/jurisdictions/us/states/in/people/jim-pressel.md
index b0a3a84e9a..4f0be06330 100644
--- a/data/jurisdictions/us/states/in/people/jim-pressel.md
+++ b/data/jurisdictions/us/states/in/people/jim-pressel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 20"
+represents: "us/states/in/districts/house/20"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 20 (IN State House of Representatives District 20).
 
+Represents [IN State House of Representatives District 20](/us/states/in/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/jim-tomes.md b/data/jurisdictions/us/states/in/people/jim-tomes.md
index 2246b41a76..e9284978ab 100644
--- a/data/jurisdictions/us/states/in/people/jim-tomes.md
+++ b/data/jurisdictions/us/states/in/people/jim-tomes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 49"
+represents: "us/states/in/districts/senate/49"
 tenure:
   start: "2010-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 49 (IN State Senate District 49).
 
+Represents [IN State Senate District 49](/us/states/in/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/joanna-king.md b/data/jurisdictions/us/states/in/people/joanna-king.md
index 00e3e03fbf..effdbf0c77 100644
--- a/data/jurisdictions/us/states/in/people/joanna-king.md
+++ b/data/jurisdictions/us/states/in/people/joanna-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 49"
+represents: "us/states/in/districts/house/49"
 tenure:
   start: "2020-12-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 49 (IN State House of Representatives District 49).
 
+Represents [IN State House of Representatives District 49](/us/states/in/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/john-bartlett.md b/data/jurisdictions/us/states/in/people/john-bartlett.md
index 6204dd4cfa..da17fabc5f 100644
--- a/data/jurisdictions/us/states/in/people/john-bartlett.md
+++ b/data/jurisdictions/us/states/in/people/john-bartlett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 95"
+represents: "us/states/in/districts/house/95"
 tenure:
   start: "2007-12-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 95 (IN State House of Representatives District 95).
 
+Represents [IN State House of Representatives District 95](/us/states/in/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/julie-mcguire.md b/data/jurisdictions/us/states/in/people/julie-mcguire.md
index b2a959e92b..bb5d097c65 100644
--- a/data/jurisdictions/us/states/in/people/julie-mcguire.md
+++ b/data/jurisdictions/us/states/in/people/julie-mcguire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 93"
+represents: "us/states/in/districts/house/93"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 93 (IN State House of Representatives District 93).
 
+Represents [IN State House of Representatives District 93](/us/states/in/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/julie-olthoff.md b/data/jurisdictions/us/states/in/people/julie-olthoff.md
index 4afbfc52c6..e94bd7eb10 100644
--- a/data/jurisdictions/us/states/in/people/julie-olthoff.md
+++ b/data/jurisdictions/us/states/in/people/julie-olthoff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 19"
+represents: "us/states/in/districts/house/19"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 19 (IN State House of Representatives District 19).
 
+Represents [IN State House of Representatives District 19](/us/states/in/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/justin-busch.md b/data/jurisdictions/us/states/in/people/justin-busch.md
index 484963c614..b67141d9fc 100644
--- a/data/jurisdictions/us/states/in/people/justin-busch.md
+++ b/data/jurisdictions/us/states/in/people/justin-busch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 16"
+represents: "us/states/in/districts/senate/16"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 16 (IN State Senate District 16).
 
+Represents [IN State Senate District 16](/us/states/in/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/justin-moed.md b/data/jurisdictions/us/states/in/people/justin-moed.md
index 21bb3231c4..e33ad9aac5 100644
--- a/data/jurisdictions/us/states/in/people/justin-moed.md
+++ b/data/jurisdictions/us/states/in/people/justin-moed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 97"
+represents: "us/states/in/districts/house/97"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 97 (IN State House of Representatives District 97).
 
+Represents [IN State House of Representatives District 97](/us/states/in/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/karen-engleman.md b/data/jurisdictions/us/states/in/people/karen-engleman.md
index 85a3c1f07f..cfc52c3c36 100644
--- a/data/jurisdictions/us/states/in/people/karen-engleman.md
+++ b/data/jurisdictions/us/states/in/people/karen-engleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 70"
+represents: "us/states/in/districts/house/70"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 70 (IN State House of Representatives District 70).
 
+Represents [IN State House of Representatives District 70](/us/states/in/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/kendell-culp.md b/data/jurisdictions/us/states/in/people/kendell-culp.md
index d272c8708a..bb37c14c19 100644
--- a/data/jurisdictions/us/states/in/people/kendell-culp.md
+++ b/data/jurisdictions/us/states/in/people/kendell-culp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 16"
+represents: "us/states/in/districts/house/16"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 16 (IN State House of Representatives District 16).
 
+Represents [IN State House of Representatives District 16](/us/states/in/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/kyle-miller.md b/data/jurisdictions/us/states/in/people/kyle-miller.md
index bf727c8747..dce31f3d6b 100644
--- a/data/jurisdictions/us/states/in/people/kyle-miller.md
+++ b/data/jurisdictions/us/states/in/people/kyle-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 82"
+represents: "us/states/in/districts/house/82"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 82 (IN State House of Representatives District 82).
 
+Represents [IN State House of Representatives District 82](/us/states/in/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/kyle-pierce.md b/data/jurisdictions/us/states/in/people/kyle-pierce.md
index 03dce858b8..b02235dbfb 100644
--- a/data/jurisdictions/us/states/in/people/kyle-pierce.md
+++ b/data/jurisdictions/us/states/in/people/kyle-pierce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 36"
+represents: "us/states/in/districts/house/36"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 36 (IN State House of Representatives District 36).
 
+Represents [IN State House of Representatives District 36](/us/states/in/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/kyle-walker.md b/data/jurisdictions/us/states/in/people/kyle-walker.md
index 081882613d..6c94750e0c 100644
--- a/data/jurisdictions/us/states/in/people/kyle-walker.md
+++ b/data/jurisdictions/us/states/in/people/kyle-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 31"
+represents: "us/states/in/districts/senate/31"
 tenure:
   start: "2020-11-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 31 (IN State Senate District 31).
 
+Represents [IN State Senate District 31](/us/states/in/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/la-keisha-jackson.md b/data/jurisdictions/us/states/in/people/la-keisha-jackson.md
index d8bcb9e6ec..d701d266eb 100644
--- a/data/jurisdictions/us/states/in/people/la-keisha-jackson.md
+++ b/data/jurisdictions/us/states/in/people/la-keisha-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 34"
+represents: "us/states/in/districts/senate/34"
 tenure:
   start: "2024-04-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 34 (IN State Senate District 34).
 
+Represents [IN State Senate District 34](/us/states/in/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/linda-rogers.md b/data/jurisdictions/us/states/in/people/linda-rogers.md
index 2e88902cbf..f37e15c5a9 100644
--- a/data/jurisdictions/us/states/in/people/linda-rogers.md
+++ b/data/jurisdictions/us/states/in/people/linda-rogers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 11"
+represents: "us/states/in/districts/senate/11"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 11 (IN State Senate District 11).
 
+Represents [IN State Senate District 11](/us/states/in/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/lindsay-patterson.md b/data/jurisdictions/us/states/in/people/lindsay-patterson.md
index 9dac2f1207..797c97d11a 100644
--- a/data/jurisdictions/us/states/in/people/lindsay-patterson.md
+++ b/data/jurisdictions/us/states/in/people/lindsay-patterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 55"
+represents: "us/states/in/districts/house/55"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 55 (IN State House of Representatives District 55).
 
+Represents [IN State House of Representatives District 55](/us/states/in/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/liz-brown.md b/data/jurisdictions/us/states/in/people/liz-brown.md
index 50716faef3..90f909dfc9 100644
--- a/data/jurisdictions/us/states/in/people/liz-brown.md
+++ b/data/jurisdictions/us/states/in/people/liz-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 15"
+represents: "us/states/in/districts/senate/15"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 15 (IN State Senate District 15).
 
+Represents [IN State Senate District 15](/us/states/in/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/lonnie-randolph.md b/data/jurisdictions/us/states/in/people/lonnie-randolph.md
index 3a879d750b..5075a39d08 100644
--- a/data/jurisdictions/us/states/in/people/lonnie-randolph.md
+++ b/data/jurisdictions/us/states/in/people/lonnie-randolph.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 2"
+represents: "us/states/in/districts/senate/2"
 tenure:
   start: "2008-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 2 (IN State Senate District 2).
 
+Represents [IN State Senate District 2](/us/states/in/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/lori-goss-reaves.md b/data/jurisdictions/us/states/in/people/lori-goss-reaves.md
index 6e84212c6c..f8928dc34c 100644
--- a/data/jurisdictions/us/states/in/people/lori-goss-reaves.md
+++ b/data/jurisdictions/us/states/in/people/lori-goss-reaves.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 31"
+represents: "us/states/in/districts/house/31"
 tenure:
   start: "2023-06-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 31 (IN State House of Representatives District 31).
 
+Represents [IN State House of Representatives District 31](/us/states/in/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/lorissa-sweet.md b/data/jurisdictions/us/states/in/people/lorissa-sweet.md
index e4705f2396..b46dd2cb09 100644
--- a/data/jurisdictions/us/states/in/people/lorissa-sweet.md
+++ b/data/jurisdictions/us/states/in/people/lorissa-sweet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 50"
+represents: "us/states/in/districts/house/50"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 50 (IN State House of Representatives District 50).
 
+Represents [IN State House of Representatives District 50](/us/states/in/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/mark-genda.md b/data/jurisdictions/us/states/in/people/mark-genda.md
index 9333eb987d..1f711cf4c2 100644
--- a/data/jurisdictions/us/states/in/people/mark-genda.md
+++ b/data/jurisdictions/us/states/in/people/mark-genda.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 41"
+represents: "us/states/in/districts/house/41"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 41 (IN State House of Representatives District 41).
 
+Represents [IN State House of Representatives District 41](/us/states/in/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/mark-spencer.md b/data/jurisdictions/us/states/in/people/mark-spencer.md
index 694d1a890e..9030fae6f9 100644
--- a/data/jurisdictions/us/states/in/people/mark-spencer.md
+++ b/data/jurisdictions/us/states/in/people/mark-spencer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 3"
+represents: "us/states/in/districts/senate/3"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 3 (IN State Senate District 3).
 
+Represents [IN State Senate District 3](/us/states/in/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/martin-carbaugh.md b/data/jurisdictions/us/states/in/people/martin-carbaugh.md
index 5da7236896..6098128731 100644
--- a/data/jurisdictions/us/states/in/people/martin-carbaugh.md
+++ b/data/jurisdictions/us/states/in/people/martin-carbaugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 81"
+represents: "us/states/in/districts/house/81"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 81 (IN State House of Representatives District 81).
 
+Represents [IN State House of Representatives District 81](/us/states/in/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/matt-commons.md b/data/jurisdictions/us/states/in/people/matt-commons.md
index c0ff627db9..b72d24e422 100644
--- a/data/jurisdictions/us/states/in/people/matt-commons.md
+++ b/data/jurisdictions/us/states/in/people/matt-commons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 13"
+represents: "us/states/in/districts/house/13"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 13 (IN State House of Representatives District 13).
 
+Represents [IN State House of Representatives District 13](/us/states/in/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/matt-hostettler.md b/data/jurisdictions/us/states/in/people/matt-hostettler.md
index e25ee3f515..56e8a62b4a 100644
--- a/data/jurisdictions/us/states/in/people/matt-hostettler.md
+++ b/data/jurisdictions/us/states/in/people/matt-hostettler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 64"
+represents: "us/states/in/districts/house/64"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 64 (IN State House of Representatives District 64).
 
+Represents [IN State House of Representatives District 64](/us/states/in/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/matt-lehman.md b/data/jurisdictions/us/states/in/people/matt-lehman.md
index f8ea44e8f5..14d918b668 100644
--- a/data/jurisdictions/us/states/in/people/matt-lehman.md
+++ b/data/jurisdictions/us/states/in/people/matt-lehman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 79"
+represents: "us/states/in/districts/house/79"
 tenure:
   start: "2008-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 79 (IN State House of Representatives District 79).
 
+Represents [IN State House of Representatives District 79](/us/states/in/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/matt-pierce.md b/data/jurisdictions/us/states/in/people/matt-pierce.md
index 246c9f146b..e79f4e5f6c 100644
--- a/data/jurisdictions/us/states/in/people/matt-pierce.md
+++ b/data/jurisdictions/us/states/in/people/matt-pierce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 61"
+represents: "us/states/in/districts/house/61"
 tenure:
   start: "2002-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 61 (IN State House of Representatives District 61).
 
+Represents [IN State House of Representatives District 61](/us/states/in/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/maureen-bauer.md b/data/jurisdictions/us/states/in/people/maureen-bauer.md
index 5e0a0c05c6..5b3f8a7d07 100644
--- a/data/jurisdictions/us/states/in/people/maureen-bauer.md
+++ b/data/jurisdictions/us/states/in/people/maureen-bauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 6"
+represents: "us/states/in/districts/house/6"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 6 (IN State House of Representatives District 6).
 
+Represents [IN State House of Representatives District 6](/us/states/in/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/michael-crider.md b/data/jurisdictions/us/states/in/people/michael-crider.md
index 4ee4cf50bf..7a24f3b050 100644
--- a/data/jurisdictions/us/states/in/people/michael-crider.md
+++ b/data/jurisdictions/us/states/in/people/michael-crider.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 28"
+represents: "us/states/in/districts/senate/28"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 28 (IN State Senate District 28).
 
+Represents [IN State Senate District 28](/us/states/in/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/michelle-davis.md b/data/jurisdictions/us/states/in/people/michelle-davis.md
index c63d032ab7..af68809759 100644
--- a/data/jurisdictions/us/states/in/people/michelle-davis.md
+++ b/data/jurisdictions/us/states/in/people/michelle-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 58"
+represents: "us/states/in/districts/house/58"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 58 (IN State House of Representatives District 58).
 
+Represents [IN State House of Representatives District 58](/us/states/in/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/mike-andrade.md b/data/jurisdictions/us/states/in/people/mike-andrade.md
index 347dc1ed25..fd8ecd7468 100644
--- a/data/jurisdictions/us/states/in/people/mike-andrade.md
+++ b/data/jurisdictions/us/states/in/people/mike-andrade.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 12"
+represents: "us/states/in/districts/house/12"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 12 (IN State House of Representatives District 12).
 
+Represents [IN State House of Representatives District 12](/us/states/in/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/mike-aylesworth.md b/data/jurisdictions/us/states/in/people/mike-aylesworth.md
index 87d4a1fe24..39a8826628 100644
--- a/data/jurisdictions/us/states/in/people/mike-aylesworth.md
+++ b/data/jurisdictions/us/states/in/people/mike-aylesworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 11"
+represents: "us/states/in/districts/house/11"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 11 (IN State House of Representatives District 11).
 
+Represents [IN State House of Representatives District 11](/us/states/in/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/mike-bohacek.md b/data/jurisdictions/us/states/in/people/mike-bohacek.md
index fd806cf43e..f4d25c95cd 100644
--- a/data/jurisdictions/us/states/in/people/mike-bohacek.md
+++ b/data/jurisdictions/us/states/in/people/mike-bohacek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 8"
+represents: "us/states/in/districts/senate/8"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 8 (IN State Senate District 8).
 
+Represents [IN State Senate District 8](/us/states/in/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/mike-gaskill.md b/data/jurisdictions/us/states/in/people/mike-gaskill.md
index 0a0b9f2c28..8f3d524b4f 100644
--- a/data/jurisdictions/us/states/in/people/mike-gaskill.md
+++ b/data/jurisdictions/us/states/in/people/mike-gaskill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 25"
+represents: "us/states/in/districts/senate/25"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 25 (IN State Senate District 25).
 
+Represents [IN State Senate District 25](/us/states/in/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/mike-karickhoff.md b/data/jurisdictions/us/states/in/people/mike-karickhoff.md
index 94b2a85b43..8e20189dd8 100644
--- a/data/jurisdictions/us/states/in/people/mike-karickhoff.md
+++ b/data/jurisdictions/us/states/in/people/mike-karickhoff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 30"
+represents: "us/states/in/districts/house/30"
 tenure:
   start: "2010-11-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 30 (IN State House of Representatives District 30).
 
+Represents [IN State House of Representatives District 30](/us/states/in/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/mike-young.md b/data/jurisdictions/us/states/in/people/mike-young.md
index 97839abf6a..79a5c6b335 100644
--- a/data/jurisdictions/us/states/in/people/mike-young.md
+++ b/data/jurisdictions/us/states/in/people/mike-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 35"
+represents: "us/states/in/districts/senate/35"
 tenure:
   start: "2022-07-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 35 (IN State Senate District 35).
 
+Represents [IN State Senate District 35](/us/states/in/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/mitch-gore.md b/data/jurisdictions/us/states/in/people/mitch-gore.md
index b1aa0f29d8..bca262af6b 100644
--- a/data/jurisdictions/us/states/in/people/mitch-gore.md
+++ b/data/jurisdictions/us/states/in/people/mitch-gore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 89"
+represents: "us/states/in/districts/house/89"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 89 (IN State House of Representatives District 89).
 
+Represents [IN State House of Representatives District 89](/us/states/in/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/nick-mckinley.md b/data/jurisdictions/us/states/in/people/nick-mckinley.md
index bdb69ec775..32965ec0a0 100644
--- a/data/jurisdictions/us/states/in/people/nick-mckinley.md
+++ b/data/jurisdictions/us/states/in/people/nick-mckinley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 17"
+represents: "us/states/in/districts/senate/17"
 tenure:
   start: "2026-02-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 17 (IN State Senate District 17).
 
+Represents [IN State Senate District 17](/us/states/in/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/peggy-mayfield.md b/data/jurisdictions/us/states/in/people/peggy-mayfield.md
index ecdb94fabb..976b930fc7 100644
--- a/data/jurisdictions/us/states/in/people/peggy-mayfield.md
+++ b/data/jurisdictions/us/states/in/people/peggy-mayfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 60"
+represents: "us/states/in/districts/house/60"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 60 (IN State House of Representatives District 60).
 
+Represents [IN State House of Representatives District 60](/us/states/in/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/phil-giaquinta.md b/data/jurisdictions/us/states/in/people/phil-giaquinta.md
index 792a1b8254..21b8043283 100644
--- a/data/jurisdictions/us/states/in/people/phil-giaquinta.md
+++ b/data/jurisdictions/us/states/in/people/phil-giaquinta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 80"
+represents: "us/states/in/districts/house/80"
 tenure:
   start: "2006-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 80 (IN State House of Representatives District 80).
 
+Represents [IN State House of Representatives District 80](/us/states/in/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ragen-hatcher.md b/data/jurisdictions/us/states/in/people/ragen-hatcher.md
index 895b656edf..232dc99ab1 100644
--- a/data/jurisdictions/us/states/in/people/ragen-hatcher.md
+++ b/data/jurisdictions/us/states/in/people/ragen-hatcher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 3"
+represents: "us/states/in/districts/house/3"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 3 (IN State House of Representatives District 3).
 
+Represents [IN State House of Representatives District 3](/us/states/in/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/randy-maxwell.md b/data/jurisdictions/us/states/in/people/randy-maxwell.md
index 1bb8a889e1..8fa31e1cc5 100644
--- a/data/jurisdictions/us/states/in/people/randy-maxwell.md
+++ b/data/jurisdictions/us/states/in/people/randy-maxwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 43"
+represents: "us/states/in/districts/senate/43"
 tenure:
   start: "2023-09-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 43 (IN State Senate District 43).
 
+Represents [IN State Senate District 43](/us/states/in/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/randy-novak.md b/data/jurisdictions/us/states/in/people/randy-novak.md
index df3eda3ef5..c500a27f44 100644
--- a/data/jurisdictions/us/states/in/people/randy-novak.md
+++ b/data/jurisdictions/us/states/in/people/randy-novak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 9"
+represents: "us/states/in/districts/house/9"
 tenure:
   start: "2025-10-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 9 (IN State House of Representatives District 9).
 
+Represents [IN State House of Representatives District 9](/us/states/in/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/renee-pack.md b/data/jurisdictions/us/states/in/people/renee-pack.md
index 983a0b3f46..cef58ccb48 100644
--- a/data/jurisdictions/us/states/in/people/renee-pack.md
+++ b/data/jurisdictions/us/states/in/people/renee-pack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 92"
+represents: "us/states/in/districts/house/92"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 92 (IN State House of Representatives District 92).
 
+Represents [IN State House of Representatives District 92](/us/states/in/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/rick-niemeyer.md b/data/jurisdictions/us/states/in/people/rick-niemeyer.md
index a83dea1ec5..746e3cf426 100644
--- a/data/jurisdictions/us/states/in/people/rick-niemeyer.md
+++ b/data/jurisdictions/us/states/in/people/rick-niemeyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 6"
+represents: "us/states/in/districts/senate/6"
 tenure:
   start: "2014-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 6 (IN State Senate District 6).
 
+Represents [IN State Senate District 6](/us/states/in/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/robb-greene.md b/data/jurisdictions/us/states/in/people/robb-greene.md
index 21bb89a4b0..5bfa35281a 100644
--- a/data/jurisdictions/us/states/in/people/robb-greene.md
+++ b/data/jurisdictions/us/states/in/people/robb-greene.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 47"
+represents: "us/states/in/districts/house/47"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 47 (IN State House of Representatives District 47).
 
+Represents [IN State House of Representatives District 47](/us/states/in/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/robin-shackleford.md b/data/jurisdictions/us/states/in/people/robin-shackleford.md
index 5d02eea93b..b9e35ac20e 100644
--- a/data/jurisdictions/us/states/in/people/robin-shackleford.md
+++ b/data/jurisdictions/us/states/in/people/robin-shackleford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 98"
+represents: "us/states/in/districts/house/98"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 98 (IN State House of Representatives District 98).
 
+Represents [IN State House of Representatives District 98](/us/states/in/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/rod-bray.md b/data/jurisdictions/us/states/in/people/rod-bray.md
index 5da3c1ed8a..d9aa306a03 100644
--- a/data/jurisdictions/us/states/in/people/rod-bray.md
+++ b/data/jurisdictions/us/states/in/people/rod-bray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 37"
+represents: "us/states/in/districts/senate/37"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 37 (IN State Senate District 37).
 
+Represents [IN State Senate District 37](/us/states/in/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/rodney-pol.md b/data/jurisdictions/us/states/in/people/rodney-pol.md
index b888d7524b..362d99d73b 100644
--- a/data/jurisdictions/us/states/in/people/rodney-pol.md
+++ b/data/jurisdictions/us/states/in/people/rodney-pol.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 4"
+represents: "us/states/in/districts/senate/4"
 tenure:
   start: "2021-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 4 (IN State Senate District 4).
 
+Represents [IN State Senate District 4](/us/states/in/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ron-alting.md b/data/jurisdictions/us/states/in/people/ron-alting.md
index 5edf8e7613..9e3a2da290 100644
--- a/data/jurisdictions/us/states/in/people/ron-alting.md
+++ b/data/jurisdictions/us/states/in/people/ron-alting.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 22"
+represents: "us/states/in/districts/senate/22"
 tenure:
   start: "1998-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 22 (IN State Senate District 22).
 
+Represents [IN State Senate District 22](/us/states/in/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ryan-dvorak.md b/data/jurisdictions/us/states/in/people/ryan-dvorak.md
index 5f7ec5012b..5d84c6a2a6 100644
--- a/data/jurisdictions/us/states/in/people/ryan-dvorak.md
+++ b/data/jurisdictions/us/states/in/people/ryan-dvorak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 8"
+represents: "us/states/in/districts/house/8"
 tenure:
   start: "2002-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 8 (IN State House of Representatives District 8).
 
+Represents [IN State House of Representatives District 8](/us/states/in/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ryan-lauer.md b/data/jurisdictions/us/states/in/people/ryan-lauer.md
index 9de47a7293..9bcc295395 100644
--- a/data/jurisdictions/us/states/in/people/ryan-lauer.md
+++ b/data/jurisdictions/us/states/in/people/ryan-lauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 59"
+represents: "us/states/in/districts/house/59"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 59 (IN State House of Representatives District 59).
 
+Represents [IN State House of Representatives District 59](/us/states/in/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/ryan-mishler.md b/data/jurisdictions/us/states/in/people/ryan-mishler.md
index 3777d02e9d..3385770b9d 100644
--- a/data/jurisdictions/us/states/in/people/ryan-mishler.md
+++ b/data/jurisdictions/us/states/in/people/ryan-mishler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 9"
+represents: "us/states/in/districts/senate/9"
 tenure:
   start: "2004-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 9 (IN State Senate District 9).
 
+Represents [IN State Senate District 9](/us/states/in/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/scott-alexander.md b/data/jurisdictions/us/states/in/people/scott-alexander.md
index 727111cb0e..997a1a32e9 100644
--- a/data/jurisdictions/us/states/in/people/scott-alexander.md
+++ b/data/jurisdictions/us/states/in/people/scott-alexander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 26"
+represents: "us/states/in/districts/senate/26"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 26 (IN State Senate District 26).
 
+Represents [IN State Senate District 26](/us/states/in/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/scott-baldwin.md b/data/jurisdictions/us/states/in/people/scott-baldwin.md
index 1fefaf03db..d1cccaec81 100644
--- a/data/jurisdictions/us/states/in/people/scott-baldwin.md
+++ b/data/jurisdictions/us/states/in/people/scott-baldwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 20"
+represents: "us/states/in/districts/senate/20"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 20 (IN State Senate District 20).
 
+Represents [IN State Senate District 20](/us/states/in/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/shane-lindauer.md b/data/jurisdictions/us/states/in/people/shane-lindauer.md
index 2a7446cbb6..b1ebcb2f8d 100644
--- a/data/jurisdictions/us/states/in/people/shane-lindauer.md
+++ b/data/jurisdictions/us/states/in/people/shane-lindauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 63"
+represents: "us/states/in/districts/house/63"
 tenure:
   start: "2017-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 63 (IN State House of Representatives District 63).
 
+Represents [IN State House of Representatives District 63](/us/states/in/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/sheila-klinker.md b/data/jurisdictions/us/states/in/people/sheila-klinker.md
index 09f27d35d2..dd0ed6deea 100644
--- a/data/jurisdictions/us/states/in/people/sheila-klinker.md
+++ b/data/jurisdictions/us/states/in/people/sheila-klinker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 27"
+represents: "us/states/in/districts/house/27"
 tenure:
   start: "1982-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 27 (IN State House of Representatives District 27).
 
+Represents [IN State House of Representatives District 27](/us/states/in/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/shelli-yoder.md b/data/jurisdictions/us/states/in/people/shelli-yoder.md
index 0c1a38a654..1742d9a1be 100644
--- a/data/jurisdictions/us/states/in/people/shelli-yoder.md
+++ b/data/jurisdictions/us/states/in/people/shelli-yoder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 40"
+represents: "us/states/in/districts/senate/40"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 40 (IN State Senate District 40).
 
+Represents [IN State Senate District 40](/us/states/in/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/spencer-deery.md b/data/jurisdictions/us/states/in/people/spencer-deery.md
index 3ea302c94e..0edb48a23e 100644
--- a/data/jurisdictions/us/states/in/people/spencer-deery.md
+++ b/data/jurisdictions/us/states/in/people/spencer-deery.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 23"
+represents: "us/states/in/districts/senate/23"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 23 (IN State Senate District 23).
 
+Represents [IN State Senate District 23](/us/states/in/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/stacey-donato.md b/data/jurisdictions/us/states/in/people/stacey-donato.md
index 24f98b96f5..766f79c5d3 100644
--- a/data/jurisdictions/us/states/in/people/stacey-donato.md
+++ b/data/jurisdictions/us/states/in/people/stacey-donato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 18"
+represents: "us/states/in/districts/senate/18"
 tenure:
   start: "2019-09-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 18 (IN State Senate District 18).
 
+Represents [IN State Senate District 18](/us/states/in/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/steve-bartels.md b/data/jurisdictions/us/states/in/people/steve-bartels.md
index 8bb33a3de5..18eaccc8cf 100644
--- a/data/jurisdictions/us/states/in/people/steve-bartels.md
+++ b/data/jurisdictions/us/states/in/people/steve-bartels.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 74"
+represents: "us/states/in/districts/house/74"
 tenure:
   start: "2017-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 74 (IN State House of Representatives District 74).
 
+Represents [IN State House of Representatives District 74](/us/states/in/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/sue-errington.md b/data/jurisdictions/us/states/in/people/sue-errington.md
index b92cf20e9f..5188872462 100644
--- a/data/jurisdictions/us/states/in/people/sue-errington.md
+++ b/data/jurisdictions/us/states/in/people/sue-errington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 34"
+represents: "us/states/in/districts/house/34"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 34 (IN State House of Representatives District 34).
 
+Represents [IN State House of Representatives District 34](/us/states/in/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/sue-glick.md b/data/jurisdictions/us/states/in/people/sue-glick.md
index 1baf37c738..3372d81851 100644
--- a/data/jurisdictions/us/states/in/people/sue-glick.md
+++ b/data/jurisdictions/us/states/in/people/sue-glick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 13"
+represents: "us/states/in/districts/senate/13"
 tenure:
   start: "2010-12-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 13 (IN State Senate District 13).
 
+Represents [IN State Senate District 13](/us/states/in/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/tim-o-brien.md b/data/jurisdictions/us/states/in/people/tim-o-brien.md
index 83a4540fdf..ade592ba3a 100644
--- a/data/jurisdictions/us/states/in/people/tim-o-brien.md
+++ b/data/jurisdictions/us/states/in/people/tim-o-brien.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 78"
+represents: "us/states/in/districts/house/78"
 tenure:
   start: "2021-03-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 78 (IN State House of Representatives District 78).
 
+Represents [IN State House of Representatives District 78](/us/states/in/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/tim-wesco.md b/data/jurisdictions/us/states/in/people/tim-wesco.md
index d6b95f18e8..e0e01b5ae6 100644
--- a/data/jurisdictions/us/states/in/people/tim-wesco.md
+++ b/data/jurisdictions/us/states/in/people/tim-wesco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 21"
+represents: "us/states/in/districts/house/21"
 tenure:
   start: "2010-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 21 (IN State House of Representatives District 21).
 
+Represents [IN State House of Representatives District 21](/us/states/in/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/tim-yocum.md b/data/jurisdictions/us/states/in/people/tim-yocum.md
index 3051137226..230d021e28 100644
--- a/data/jurisdictions/us/states/in/people/tim-yocum.md
+++ b/data/jurisdictions/us/states/in/people/tim-yocum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 42"
+represents: "us/states/in/districts/house/42"
 tenure:
   start: "2025-01-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 42 (IN State House of Representatives District 42).
 
+Represents [IN State House of Representatives District 42](/us/states/in/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/todd-huston.md b/data/jurisdictions/us/states/in/people/todd-huston.md
index 9f372e8233..96a6209507 100644
--- a/data/jurisdictions/us/states/in/people/todd-huston.md
+++ b/data/jurisdictions/us/states/in/people/todd-huston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 37"
+represents: "us/states/in/districts/house/37"
 tenure:
   start: "2012-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 37 (IN State House of Representatives District 37).
 
+Represents [IN State House of Representatives District 37](/us/states/in/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/tony-isa.md b/data/jurisdictions/us/states/in/people/tony-isa.md
index 3f4ed84c7e..a45ad4d368 100644
--- a/data/jurisdictions/us/states/in/people/tony-isa.md
+++ b/data/jurisdictions/us/states/in/people/tony-isa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 51"
+represents: "us/states/in/districts/house/51"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 51 (IN State House of Representatives District 51).
 
+Represents [IN State House of Representatives District 51](/us/states/in/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/tonya-pfaff.md b/data/jurisdictions/us/states/in/people/tonya-pfaff.md
index e1cf07f5dd..6d51637f2e 100644
--- a/data/jurisdictions/us/states/in/people/tonya-pfaff.md
+++ b/data/jurisdictions/us/states/in/people/tonya-pfaff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 43"
+represents: "us/states/in/districts/house/43"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 43 (IN State House of Representatives District 43).
 
+Represents [IN State House of Representatives District 43](/us/states/in/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/travis-holdman.md b/data/jurisdictions/us/states/in/people/travis-holdman.md
index dece1de3c7..79a24e75a7 100644
--- a/data/jurisdictions/us/states/in/people/travis-holdman.md
+++ b/data/jurisdictions/us/states/in/people/travis-holdman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 19"
+represents: "us/states/in/districts/senate/19"
 tenure:
   start: "2008-04-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 19 (IN State Senate District 19).
 
+Represents [IN State Senate District 19](/us/states/in/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/tyler-johnson.md b/data/jurisdictions/us/states/in/people/tyler-johnson.md
index 82abe62383..e7f4418e06 100644
--- a/data/jurisdictions/us/states/in/people/tyler-johnson.md
+++ b/data/jurisdictions/us/states/in/people/tyler-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 14"
+represents: "us/states/in/districts/senate/14"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 14 (IN State Senate District 14).
 
+Represents [IN State Senate District 14](/us/states/in/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/vanessa-summers.md b/data/jurisdictions/us/states/in/people/vanessa-summers.md
index 52b679e30a..7048fa19eb 100644
--- a/data/jurisdictions/us/states/in/people/vanessa-summers.md
+++ b/data/jurisdictions/us/states/in/people/vanessa-summers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 99"
+represents: "us/states/in/districts/house/99"
 tenure:
   start: "1991-06-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 99 (IN State House of Representatives District 99).
 
+Represents [IN State House of Representatives District 99](/us/states/in/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/vaneta-becker.md b/data/jurisdictions/us/states/in/people/vaneta-becker.md
index 84750de1bf..14a02dc41d 100644
--- a/data/jurisdictions/us/states/in/people/vaneta-becker.md
+++ b/data/jurisdictions/us/states/in/people/vaneta-becker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State Senate District 50"
+represents: "us/states/in/districts/senate/50"
 tenure:
   start: "2005-09-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN Senate District 50 (IN State Senate District 50).
 
+Represents [IN State Senate District 50](/us/states/in/districts/senate/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/vernon-smith.md b/data/jurisdictions/us/states/in/people/vernon-smith.md
index 9d9ecd9226..4a4f02f082 100644
--- a/data/jurisdictions/us/states/in/people/vernon-smith.md
+++ b/data/jurisdictions/us/states/in/people/vernon-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 14"
+represents: "us/states/in/districts/house/14"
 tenure:
   start: "1990-02-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 14 (IN State House of Representatives District 14).
 
+Represents [IN State House of Representatives District 14](/us/states/in/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/victoria-garcia-wilburn.md b/data/jurisdictions/us/states/in/people/victoria-garcia-wilburn.md
index 64e612f724..ef22bc077d 100644
--- a/data/jurisdictions/us/states/in/people/victoria-garcia-wilburn.md
+++ b/data/jurisdictions/us/states/in/people/victoria-garcia-wilburn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 32"
+represents: "us/states/in/districts/house/32"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 32 (IN State House of Representatives District 32).
 
+Represents [IN State House of Representatives District 32](/us/states/in/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/wendy-dant-chesser.md b/data/jurisdictions/us/states/in/people/wendy-dant-chesser.md
index ec0ff2f073..8e50ac60a9 100644
--- a/data/jurisdictions/us/states/in/people/wendy-dant-chesser.md
+++ b/data/jurisdictions/us/states/in/people/wendy-dant-chesser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 71"
+represents: "us/states/in/districts/house/71"
 tenure:
   start: "2024-06-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 71 (IN State House of Representatives District 71).
 
+Represents [IN State House of Representatives District 71](/us/states/in/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/wendy-mcnamara.md b/data/jurisdictions/us/states/in/people/wendy-mcnamara.md
index 16034b3fcb..37883d6188 100644
--- a/data/jurisdictions/us/states/in/people/wendy-mcnamara.md
+++ b/data/jurisdictions/us/states/in/people/wendy-mcnamara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 76"
+represents: "us/states/in/districts/house/76"
 tenure:
   start: "2010-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 76 (IN State House of Representatives District 76).
 
+Represents [IN State House of Representatives District 76](/us/states/in/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/in/people/zach-payne.md b/data/jurisdictions/us/states/in/people/zach-payne.md
index 9b5618d4c8..2a9146699c 100644
--- a/data/jurisdictions/us/states/in/people/zach-payne.md
+++ b/data/jurisdictions/us/states/in/people/zach-payne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "IN"
 district: "IN State House of Representatives District 66"
+represents: "us/states/in/districts/house/66"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current IN House District 66 (IN State House of Representatives District 66).
 
+Represents [IN State House of Representatives District 66](/us/states/in/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/counties/allen/index.md b/data/jurisdictions/us/states/ks/counties/allen/index.md
index 15d3e90ec7..85c2c42d33 100644
--- a/data/jurisdictions/us/states/ks/counties/allen/index.md
+++ b/data/jurisdictions/us/states/ks/counties/allen/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 76
   hispanic: 533
   bachelors_plus: 2573
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ks/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/9"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 533 |
 | Bachelor's or higher | 2573 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 12](/us/states/ks/districts/senate/12.md) — 100% (state senate)
+- [KS House District 9](/us/states/ks/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/anderson/index.md b/data/jurisdictions/us/states/ks/counties/anderson/index.md
index 4939e6ab99..d76a0a9240 100644
--- a/data/jurisdictions/us/states/ks/counties/anderson/index.md
+++ b/data/jurisdictions/us/states/ks/counties/anderson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 142
   bachelors_plus: 1030
+districts:
+  - to: "us/states/ks/districts/03"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ks/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/9"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 142 |
 | Bachelor's or higher | 1030 |
 
+## Districts
+
+- [KS-03](/us/states/ks/districts/03.md) — 100% (congressional)
+- [KS Senate District 12](/us/states/ks/districts/senate/12.md) — 100% (state senate)
+- [KS House District 9](/us/states/ks/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/atchison/index.md b/data/jurisdictions/us/states/ks/counties/atchison/index.md
index 792745854c..92f26f9115 100644
--- a/data/jurisdictions/us/states/ks/counties/atchison/index.md
+++ b/data/jurisdictions/us/states/ks/counties/atchison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 42
   hispanic: 608
   bachelors_plus: 2976
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ks/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/63"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 608 |
 | Bachelor's or higher | 2976 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 1](/us/states/ks/districts/senate/1.md) — 100% (state senate)
+- [KS House District 63](/us/states/ks/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/barber/index.md b/data/jurisdictions/us/states/ks/counties/barber/index.md
index 19201ab29d..fad81e9454 100644
--- a/data/jurisdictions/us/states/ks/counties/barber/index.md
+++ b/data/jurisdictions/us/states/ks/counties/barber/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 92
   hispanic: 258
   bachelors_plus: 915
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ks/districts/house/116"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 258 |
 | Bachelor's or higher | 915 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 34](/us/states/ks/districts/senate/34.md) — 100% (state senate)
+- [KS House District 116](/us/states/ks/districts/house/116.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/barton/index.md b/data/jurisdictions/us/states/ks/counties/barton/index.md
index 9bc9032f15..137a237394 100644
--- a/data/jurisdictions/us/states/ks/counties/barton/index.md
+++ b/data/jurisdictions/us/states/ks/counties/barton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 203
   hispanic: 4183
   bachelors_plus: 4720
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/112"
+    rel: in-district
+    area_weight: 0.8471
+  - to: "us/states/ks/districts/house/113"
+    rel: in-district
+    area_weight: 0.1529
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4183 |
 | Bachelor's or higher | 4720 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 112](/us/states/ks/districts/house/112.md) — 85% (state house)
+- [KS House District 113](/us/states/ks/districts/house/113.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/bourbon/index.md b/data/jurisdictions/us/states/ks/counties/bourbon/index.md
index 2a51f4dfb9..33fe7689bd 100644
--- a/data/jurisdictions/us/states/ks/counties/bourbon/index.md
+++ b/data/jurisdictions/us/states/ks/counties/bourbon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 452
   bachelors_plus: 2901
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/4"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 452 |
 | Bachelor's or higher | 2901 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 13](/us/states/ks/districts/senate/13.md) — 100% (state senate)
+- [KS House District 4](/us/states/ks/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/brown/index.md b/data/jurisdictions/us/states/ks/counties/brown/index.md
index baf23cd812..1cfe0c030c 100644
--- a/data/jurisdictions/us/states/ks/counties/brown/index.md
+++ b/data/jurisdictions/us/states/ks/counties/brown/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 677
   hispanic: 435
   bachelors_plus: 1653
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/62"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 435 |
 | Bachelor's or higher | 1653 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 1](/us/states/ks/districts/senate/1.md) — 100% (state senate)
+- [KS House District 62](/us/states/ks/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/butler/index.md b/data/jurisdictions/us/states/ks/counties/butler/index.md
index e51ad97a9f..335fea37a5 100644
--- a/data/jurisdictions/us/states/ks/counties/butler/index.md
+++ b/data/jurisdictions/us/states/ks/counties/butler/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 415
   hispanic: 3992
   bachelors_plus: 19831
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/14"
+    rel: in-district
+    area_weight: 0.5937
+  - to: "us/states/ks/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2564
+  - to: "us/states/ks/districts/senate/16"
+    rel: in-district
+    area_weight: 0.1499
+  - to: "us/states/ks/districts/house/75"
+    rel: in-district
+    area_weight: 0.5215
+  - to: "us/states/ks/districts/house/12"
+    rel: in-district
+    area_weight: 0.3415
+  - to: "us/states/ks/districts/house/77"
+    rel: in-district
+    area_weight: 0.117
+  - to: "us/states/ks/districts/house/99"
+    rel: in-district
+    area_weight: 0.0113
+  - to: "us/states/ks/districts/house/85"
+    rel: in-district
+    area_weight: 0.0063
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3992 |
 | Bachelor's or higher | 19831 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 14](/us/states/ks/districts/senate/14.md) — 59% (state senate)
+- [KS Senate District 32](/us/states/ks/districts/senate/32.md) — 26% (state senate)
+- [KS Senate District 16](/us/states/ks/districts/senate/16.md) — 15% (state senate)
+- [KS House District 75](/us/states/ks/districts/house/75.md) — 52% (state house)
+- [KS House District 12](/us/states/ks/districts/house/12.md) — 34% (state house)
+- [KS House District 77](/us/states/ks/districts/house/77.md) — 12% (state house)
+- [KS House District 99](/us/states/ks/districts/house/99.md) — 1% (state house)
+- [KS House District 85](/us/states/ks/districts/house/85.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/chase/index.md b/data/jurisdictions/us/states/ks/counties/chase/index.md
index 4a55b39f1a..989336025c 100644
--- a/data/jurisdictions/us/states/ks/counties/chase/index.md
+++ b/data/jurisdictions/us/states/ks/counties/chase/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 216
   bachelors_plus: 711
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/13"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 216 |
 | Bachelor's or higher | 711 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 14](/us/states/ks/districts/senate/14.md) — 100% (state senate)
+- [KS House District 13](/us/states/ks/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/chautauqua/index.md b/data/jurisdictions/us/states/ks/counties/chautauqua/index.md
index c66c975a95..ec045a9605 100644
--- a/data/jurisdictions/us/states/ks/counties/chautauqua/index.md
+++ b/data/jurisdictions/us/states/ks/counties/chautauqua/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 168
   hispanic: 167
   bachelors_plus: 555
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/12"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 167 |
 | Bachelor's or higher | 555 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 15](/us/states/ks/districts/senate/15.md) — 100% (state senate)
+- [KS House District 12](/us/states/ks/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/cherokee/index.md b/data/jurisdictions/us/states/ks/counties/cherokee/index.md
index f7b57d83ce..fec6101da8 100644
--- a/data/jurisdictions/us/states/ks/counties/cherokee/index.md
+++ b/data/jurisdictions/us/states/ks/counties/cherokee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 388
   hispanic: 566
   bachelors_plus: 3388
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ks/districts/house/1"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 566 |
 | Bachelor's or higher | 3388 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 13](/us/states/ks/districts/senate/13.md) — 100% (state senate)
+- [KS House District 1](/us/states/ks/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/cheyenne/index.md b/data/jurisdictions/us/states/ks/counties/cheyenne/index.md
index 1a4b3935db..76e881bbb3 100644
--- a/data/jurisdictions/us/states/ks/counties/cheyenne/index.md
+++ b/data/jurisdictions/us/states/ks/counties/cheyenne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 246
   bachelors_plus: 519
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/120"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 246 |
 | Bachelor's or higher | 519 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 120](/us/states/ks/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/clark/index.md b/data/jurisdictions/us/states/ks/counties/clark/index.md
index 26cd69ef3a..a959b1fb23 100644
--- a/data/jurisdictions/us/states/ks/counties/clark/index.md
+++ b/data/jurisdictions/us/states/ks/counties/clark/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 18
   hispanic: 106
   bachelors_plus: 519
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/115"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 106 |
 | Bachelor's or higher | 519 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 38](/us/states/ks/districts/senate/38.md) — 100% (state senate)
+- [KS House District 115](/us/states/ks/districts/house/115.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/clay/index.md b/data/jurisdictions/us/states/ks/counties/clay/index.md
index bfb651b7ce..73ced379ab 100644
--- a/data/jurisdictions/us/states/ks/counties/clay/index.md
+++ b/data/jurisdictions/us/states/ks/counties/clay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 38
   hispanic: 284
   bachelors_plus: 1882
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/64"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 284 |
 | Bachelor's or higher | 1882 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 64](/us/states/ks/districts/house/64.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/cloud/index.md b/data/jurisdictions/us/states/ks/counties/cloud/index.md
index 0f862e5b4b..c3dc873647 100644
--- a/data/jurisdictions/us/states/ks/counties/cloud/index.md
+++ b/data/jurisdictions/us/states/ks/counties/cloud/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 44
   hispanic: 343
   bachelors_plus: 1671
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/64"
+    rel: in-district
+    area_weight: 0.5191
+  - to: "us/states/ks/districts/house/107"
+    rel: in-district
+    area_weight: 0.4808
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 343 |
 | Bachelor's or higher | 1671 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 64](/us/states/ks/districts/house/64.md) — 52% (state house)
+- [KS House District 107](/us/states/ks/districts/house/107.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/coffey/index.md b/data/jurisdictions/us/states/ks/counties/coffey/index.md
index 2e1d01b5ab..7ef2621699 100644
--- a/data/jurisdictions/us/states/ks/counties/coffey/index.md
+++ b/data/jurisdictions/us/states/ks/counties/coffey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 58
   hispanic: 321
   bachelors_plus: 1483
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/76"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 321 |
 | Bachelor's or higher | 1483 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 12](/us/states/ks/districts/senate/12.md) — 100% (state senate)
+- [KS House District 76](/us/states/ks/districts/house/76.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/comanche/index.md b/data/jurisdictions/us/states/ks/counties/comanche/index.md
index f75d263d29..5db0388d69 100644
--- a/data/jurisdictions/us/states/ks/counties/comanche/index.md
+++ b/data/jurisdictions/us/states/ks/counties/comanche/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 35
   bachelors_plus: 314
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/116"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 35 |
 | Bachelor's or higher | 314 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 116](/us/states/ks/districts/house/116.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/cowley/index.md b/data/jurisdictions/us/states/ks/counties/cowley/index.md
index f1d6ecabf3..119502fce4 100644
--- a/data/jurisdictions/us/states/ks/counties/cowley/index.md
+++ b/data/jurisdictions/us/states/ks/counties/cowley/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 480
   hispanic: 4184
   bachelors_plus: 7466
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/12"
+    rel: in-district
+    area_weight: 0.6649
+  - to: "us/states/ks/districts/house/79"
+    rel: in-district
+    area_weight: 0.2707
+  - to: "us/states/ks/districts/house/80"
+    rel: in-district
+    area_weight: 0.0644
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4184 |
 | Bachelor's or higher | 7466 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 32](/us/states/ks/districts/senate/32.md) — 100% (state senate)
+- [KS House District 12](/us/states/ks/districts/house/12.md) — 66% (state house)
+- [KS House District 79](/us/states/ks/districts/house/79.md) — 27% (state house)
+- [KS House District 80](/us/states/ks/districts/house/80.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/crawford/index.md b/data/jurisdictions/us/states/ks/counties/crawford/index.md
index 5dfe697176..03fedc814f 100644
--- a/data/jurisdictions/us/states/ks/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/ks/counties/crawford/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 206
   hispanic: 2936
   bachelors_plus: 10209
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/2"
+    rel: in-district
+    area_weight: 0.8846
+  - to: "us/states/ks/districts/house/3"
+    rel: in-district
+    area_weight: 0.1153
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2936 |
 | Bachelor's or higher | 10209 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 13](/us/states/ks/districts/senate/13.md) — 100% (state senate)
+- [KS House District 2](/us/states/ks/districts/house/2.md) — 88% (state house)
+- [KS House District 3](/us/states/ks/districts/house/3.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/decatur/index.md b/data/jurisdictions/us/states/ks/counties/decatur/index.md
index 1f1cdde6e2..2fa5c778ca 100644
--- a/data/jurisdictions/us/states/ks/counties/decatur/index.md
+++ b/data/jurisdictions/us/states/ks/counties/decatur/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 130
   bachelors_plus: 715
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/120"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 130 |
 | Bachelor's or higher | 715 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 120](/us/states/ks/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/dickinson/index.md b/data/jurisdictions/us/states/ks/counties/dickinson/index.md
index 7d76986aed..7d28e415fb 100644
--- a/data/jurisdictions/us/states/ks/counties/dickinson/index.md
+++ b/data/jurisdictions/us/states/ks/counties/dickinson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 92
   hispanic: 1050
   bachelors_plus: 4080
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ks/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/70"
+    rel: in-district
+    area_weight: 0.8188
+  - to: "us/states/ks/districts/house/64"
+    rel: in-district
+    area_weight: 0.1811
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1050 |
 | Bachelor's or higher | 4080 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 24](/us/states/ks/districts/senate/24.md) — 100% (state senate)
+- [KS House District 70](/us/states/ks/districts/house/70.md) — 82% (state house)
+- [KS House District 64](/us/states/ks/districts/house/64.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/doniphan/index.md b/data/jurisdictions/us/states/ks/counties/doniphan/index.md
index 830881ad1d..b54395290d 100644
--- a/data/jurisdictions/us/states/ks/counties/doniphan/index.md
+++ b/data/jurisdictions/us/states/ks/counties/doniphan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 260
   bachelors_plus: 1591
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ks/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ks/districts/house/63"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 260 |
 | Bachelor's or higher | 1591 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 1](/us/states/ks/districts/senate/1.md) — 100% (state senate)
+- [KS House District 63](/us/states/ks/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/douglas/index.md b/data/jurisdictions/us/states/ks/counties/douglas/index.md
index ee0cb6878a..55d3c9f49a 100644
--- a/data/jurisdictions/us/states/ks/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/ks/counties/douglas/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 1549
   hispanic: 8640
   bachelors_plus: 55739
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.8671
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.1327
+  - to: "us/states/ks/districts/senate/3"
+    rel: in-district
+    area_weight: 0.5257
+  - to: "us/states/ks/districts/senate/9"
+    rel: in-district
+    area_weight: 0.2792
+  - to: "us/states/ks/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1044
+  - to: "us/states/ks/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0906
+  - to: "us/states/ks/districts/house/5"
+    rel: in-district
+    area_weight: 0.3718
+  - to: "us/states/ks/districts/house/47"
+    rel: in-district
+    area_weight: 0.2441
+  - to: "us/states/ks/districts/house/117"
+    rel: in-district
+    area_weight: 0.1547
+  - to: "us/states/ks/districts/house/45"
+    rel: in-district
+    area_weight: 0.0989
+  - to: "us/states/ks/districts/house/42"
+    rel: in-district
+    area_weight: 0.051
+  - to: "us/states/ks/districts/house/43"
+    rel: in-district
+    area_weight: 0.0318
+  - to: "us/states/ks/districts/house/10"
+    rel: in-district
+    area_weight: 0.0187
+  - to: "us/states/ks/districts/house/44"
+    rel: in-district
+    area_weight: 0.0159
+  - to: "us/states/ks/districts/house/46"
+    rel: in-district
+    area_weight: 0.0131
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8640 |
 | Bachelor's or higher | 55739 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 87% (congressional)
+- [KS-01](/us/states/ks/districts/01.md) — 13% (congressional)
+- [KS Senate District 3](/us/states/ks/districts/senate/3.md) — 53% (state senate)
+- [KS Senate District 9](/us/states/ks/districts/senate/9.md) — 28% (state senate)
+- [KS Senate District 19](/us/states/ks/districts/senate/19.md) — 10% (state senate)
+- [KS Senate District 2](/us/states/ks/districts/senate/2.md) — 9% (state senate)
+- [KS House District 5](/us/states/ks/districts/house/5.md) — 37% (state house)
+- [KS House District 47](/us/states/ks/districts/house/47.md) — 24% (state house)
+- [KS House District 117](/us/states/ks/districts/house/117.md) — 15% (state house)
+- [KS House District 45](/us/states/ks/districts/house/45.md) — 10% (state house)
+- [KS House District 42](/us/states/ks/districts/house/42.md) — 5% (state house)
+- [KS House District 43](/us/states/ks/districts/house/43.md) — 3% (state house)
+- [KS House District 10](/us/states/ks/districts/house/10.md) — 2% (state house)
+- [KS House District 44](/us/states/ks/districts/house/44.md) — 2% (state house)
+- [KS House District 46](/us/states/ks/districts/house/46.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/edwards/index.md b/data/jurisdictions/us/states/ks/counties/edwards/index.md
index d47219c863..9715b0943d 100644
--- a/data/jurisdictions/us/states/ks/counties/edwards/index.md
+++ b/data/jurisdictions/us/states/ks/counties/edwards/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 19
   hispanic: 633
   bachelors_plus: 538
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/115"
+    rel: in-district
+    area_weight: 0.8257
+  - to: "us/states/ks/districts/house/122"
+    rel: in-district
+    area_weight: 0.1743
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 633 |
 | Bachelor's or higher | 538 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 115](/us/states/ks/districts/house/115.md) — 83% (state house)
+- [KS House District 122](/us/states/ks/districts/house/122.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/elk/index.md b/data/jurisdictions/us/states/ks/counties/elk/index.md
index 0c34c30247..51c0051d80 100644
--- a/data/jurisdictions/us/states/ks/counties/elk/index.md
+++ b/data/jurisdictions/us/states/ks/counties/elk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 18
   hispanic: 110
   bachelors_plus: 477
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/12"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 110 |
 | Bachelor's or higher | 477 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 15](/us/states/ks/districts/senate/15.md) — 100% (state senate)
+- [KS House District 12](/us/states/ks/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/ellis/index.md b/data/jurisdictions/us/states/ks/counties/ellis/index.md
index 4fa847b41c..490930a7e1 100644
--- a/data/jurisdictions/us/states/ks/counties/ellis/index.md
+++ b/data/jurisdictions/us/states/ks/counties/ellis/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 61
   hispanic: 2110
   bachelors_plus: 9256
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/110"
+    rel: in-district
+    area_weight: 0.926
+  - to: "us/states/ks/districts/house/111"
+    rel: in-district
+    area_weight: 0.0739
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2110 |
 | Bachelor's or higher | 9256 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 110](/us/states/ks/districts/house/110.md) — 93% (state house)
+- [KS House District 111](/us/states/ks/districts/house/111.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/ellsworth/index.md b/data/jurisdictions/us/states/ks/counties/ellsworth/index.md
index 3908e19c4d..2a07f86f52 100644
--- a/data/jurisdictions/us/states/ks/counties/ellsworth/index.md
+++ b/data/jurisdictions/us/states/ks/counties/ellsworth/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 387
   bachelors_plus: 1506
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/109"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 387 |
 | Bachelor's or higher | 1506 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 109](/us/states/ks/districts/house/109.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/finney/index.md b/data/jurisdictions/us/states/ks/counties/finney/index.md
index a4ff07008c..8ee969ec7d 100644
--- a/data/jurisdictions/us/states/ks/counties/finney/index.md
+++ b/data/jurisdictions/us/states/ks/counties/finney/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 232
   hispanic: 20246
   bachelors_plus: 5671
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/122"
+    rel: in-district
+    area_weight: 0.9932
+  - to: "us/states/ks/districts/house/123"
+    rel: in-district
+    area_weight: 0.0068
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 20246 |
 | Bachelor's or higher | 5671 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 122](/us/states/ks/districts/house/122.md) — 99% (state house)
+- [KS House District 123](/us/states/ks/districts/house/123.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/ford/index.md b/data/jurisdictions/us/states/ks/counties/ford/index.md
index 63601efb86..a90235d35a 100644
--- a/data/jurisdictions/us/states/ks/counties/ford/index.md
+++ b/data/jurisdictions/us/states/ks/counties/ford/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 337
   hispanic: 20130
   bachelors_plus: 5626
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/38"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/115"
+    rel: in-district
+    area_weight: 0.9865
+  - to: "us/states/ks/districts/house/119"
+    rel: in-district
+    area_weight: 0.0135
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 20130 |
 | Bachelor's or higher | 5626 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 38](/us/states/ks/districts/senate/38.md) — 100% (state senate)
+- [KS House District 115](/us/states/ks/districts/house/115.md) — 99% (state house)
+- [KS House District 119](/us/states/ks/districts/house/119.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/franklin/index.md b/data/jurisdictions/us/states/ks/counties/franklin/index.md
index 982a8a8c7b..659965f952 100644
--- a/data/jurisdictions/us/states/ks/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/ks/counties/franklin/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 161
   hispanic: 1264
   bachelors_plus: 5947
+districts:
+  - to: "us/states/ks/districts/03"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ks/districts/senate/12"
+    rel: in-district
+    area_weight: 0.5407
+  - to: "us/states/ks/districts/senate/3"
+    rel: in-district
+    area_weight: 0.4593
+  - to: "us/states/ks/districts/house/59"
+    rel: in-district
+    area_weight: 0.9382
+  - to: "us/states/ks/districts/house/5"
+    rel: in-district
+    area_weight: 0.0617
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1264 |
 | Bachelor's or higher | 5947 |
 
+## Districts
+
+- [KS-03](/us/states/ks/districts/03.md) — 100% (congressional)
+- [KS Senate District 12](/us/states/ks/districts/senate/12.md) — 54% (state senate)
+- [KS Senate District 3](/us/states/ks/districts/senate/3.md) — 46% (state senate)
+- [KS House District 59](/us/states/ks/districts/house/59.md) — 94% (state house)
+- [KS House District 5](/us/states/ks/districts/house/5.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/geary/index.md b/data/jurisdictions/us/states/ks/counties/geary/index.md
index ccc8d67deb..7812ca095d 100644
--- a/data/jurisdictions/us/states/ks/counties/geary/index.md
+++ b/data/jurisdictions/us/states/ks/counties/geary/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 241
   hispanic: 6050
   bachelors_plus: 6801
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/ks/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/68"
+    rel: in-district
+    area_weight: 0.7565
+  - to: "us/states/ks/districts/house/65"
+    rel: in-district
+    area_weight: 0.2434
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6050 |
 | Bachelor's or higher | 6801 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 17](/us/states/ks/districts/senate/17.md) — 100% (state senate)
+- [KS House District 68](/us/states/ks/districts/house/68.md) — 76% (state house)
+- [KS House District 65](/us/states/ks/districts/house/65.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/gove/index.md b/data/jurisdictions/us/states/ks/counties/gove/index.md
index f3b5bf10f8..2779b2b02f 100644
--- a/data/jurisdictions/us/states/ks/counties/gove/index.md
+++ b/data/jurisdictions/us/states/ks/counties/gove/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 47
   bachelors_plus: 577
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/118"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 47 |
 | Bachelor's or higher | 577 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 118](/us/states/ks/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/graham/index.md b/data/jurisdictions/us/states/ks/counties/graham/index.md
index f411143a7c..25a5248e73 100644
--- a/data/jurisdictions/us/states/ks/counties/graham/index.md
+++ b/data/jurisdictions/us/states/ks/counties/graham/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 94
   bachelors_plus: 618
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/110"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 94 |
 | Bachelor's or higher | 618 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 110](/us/states/ks/districts/house/110.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/grant/index.md b/data/jurisdictions/us/states/ks/counties/grant/index.md
index 613a32e517..0340859d0d 100644
--- a/data/jurisdictions/us/states/ks/counties/grant/index.md
+++ b/data/jurisdictions/us/states/ks/counties/grant/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 132
   hispanic: 3858
   bachelors_plus: 1558
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/124"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3858 |
 | Bachelor's or higher | 1558 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 124](/us/states/ks/districts/house/124.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/gray/index.md b/data/jurisdictions/us/states/ks/counties/gray/index.md
index b2b0864350..588c10dd0f 100644
--- a/data/jurisdictions/us/states/ks/counties/gray/index.md
+++ b/data/jurisdictions/us/states/ks/counties/gray/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 949
   bachelors_plus: 1083
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/115"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 949 |
 | Bachelor's or higher | 1083 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 38](/us/states/ks/districts/senate/38.md) — 100% (state senate)
+- [KS House District 115](/us/states/ks/districts/house/115.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/greeley/index.md b/data/jurisdictions/us/states/ks/counties/greeley/index.md
index a35e0dc409..e2b0855bc1 100644
--- a/data/jurisdictions/us/states/ks/counties/greeley/index.md
+++ b/data/jurisdictions/us/states/ks/counties/greeley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 28
   hispanic: 220
   bachelors_plus: 337
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/118"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 220 |
 | Bachelor's or higher | 337 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 118](/us/states/ks/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/greenwood/index.md b/data/jurisdictions/us/states/ks/counties/greenwood/index.md
index ee3f68a45c..a6506ae25d 100644
--- a/data/jurisdictions/us/states/ks/counties/greenwood/index.md
+++ b/data/jurisdictions/us/states/ks/counties/greenwood/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 126
   hispanic: 234
   bachelors_plus: 1234
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ks/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/13"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 234 |
 | Bachelor's or higher | 1234 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 14](/us/states/ks/districts/senate/14.md) — 100% (state senate)
+- [KS House District 13](/us/states/ks/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/hamilton/index.md b/data/jurisdictions/us/states/ks/counties/hamilton/index.md
index b543dcbe6b..d1037e26a6 100644
--- a/data/jurisdictions/us/states/ks/counties/hamilton/index.md
+++ b/data/jurisdictions/us/states/ks/counties/hamilton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 1088
   bachelors_plus: 348
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/124"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1088 |
 | Bachelor's or higher | 348 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 124](/us/states/ks/districts/house/124.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/harper/index.md b/data/jurisdictions/us/states/ks/counties/harper/index.md
index 727012383b..4a24e07549 100644
--- a/data/jurisdictions/us/states/ks/counties/harper/index.md
+++ b/data/jurisdictions/us/states/ks/counties/harper/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 436
   bachelors_plus: 1031
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/116"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 436 |
 | Bachelor's or higher | 1031 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 32](/us/states/ks/districts/senate/32.md) — 100% (state senate)
+- [KS House District 116](/us/states/ks/districts/house/116.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/harvey/index.md b/data/jurisdictions/us/states/ks/counties/harvey/index.md
index 001305a83f..830cc103e1 100644
--- a/data/jurisdictions/us/states/ks/counties/harvey/index.md
+++ b/data/jurisdictions/us/states/ks/counties/harvey/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 550
   hispanic: 4129
   bachelors_plus: 9350
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ks/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/74"
+    rel: in-district
+    area_weight: 0.6982
+  - to: "us/states/ks/districts/house/72"
+    rel: in-district
+    area_weight: 0.3018
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4129 |
 | Bachelor's or higher | 9350 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 31](/us/states/ks/districts/senate/31.md) — 100% (state senate)
+- [KS House District 74](/us/states/ks/districts/house/74.md) — 70% (state house)
+- [KS House District 72](/us/states/ks/districts/house/72.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/haskell/index.md b/data/jurisdictions/us/states/ks/counties/haskell/index.md
index a23320fefe..6c86d3b28d 100644
--- a/data/jurisdictions/us/states/ks/counties/haskell/index.md
+++ b/data/jurisdictions/us/states/ks/counties/haskell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 1126
   bachelors_plus: 625
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ks/districts/house/124"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1126 |
 | Bachelor's or higher | 625 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 38](/us/states/ks/districts/senate/38.md) — 100% (state senate)
+- [KS House District 124](/us/states/ks/districts/house/124.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/hodgeman/index.md b/data/jurisdictions/us/states/ks/counties/hodgeman/index.md
index 1dd810f185..f3b4ad2df0 100644
--- a/data/jurisdictions/us/states/ks/counties/hodgeman/index.md
+++ b/data/jurisdictions/us/states/ks/counties/hodgeman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 76
   bachelors_plus: 436
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/122"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 76 |
 | Bachelor's or higher | 436 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 38](/us/states/ks/districts/senate/38.md) — 100% (state senate)
+- [KS House District 122](/us/states/ks/districts/house/122.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/jackson/index.md b/data/jurisdictions/us/states/ks/counties/jackson/index.md
index fcf7cb3544..f20fef83d3 100644
--- a/data/jurisdictions/us/states/ks/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/ks/counties/jackson/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 731
   hispanic: 768
   bachelors_plus: 2761
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.8733
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.1267
+  - to: "us/states/ks/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/61"
+    rel: in-district
+    area_weight: 0.423
+  - to: "us/states/ks/districts/house/62"
+    rel: in-district
+    area_weight: 0.4179
+  - to: "us/states/ks/districts/house/47"
+    rel: in-district
+    area_weight: 0.1591
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 768 |
 | Bachelor's or higher | 2761 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 87% (congressional)
+- [KS-02](/us/states/ks/districts/02.md) — 13% (congressional)
+- [KS Senate District 1](/us/states/ks/districts/senate/1.md) — 100% (state senate)
+- [KS House District 61](/us/states/ks/districts/house/61.md) — 42% (state house)
+- [KS House District 62](/us/states/ks/districts/house/62.md) — 42% (state house)
+- [KS House District 47](/us/states/ks/districts/house/47.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/jefferson/index.md b/data/jurisdictions/us/states/ks/counties/jefferson/index.md
index cb62623613..3cd9958144 100644
--- a/data/jurisdictions/us/states/ks/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/ks/counties/jefferson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 92
   hispanic: 648
   bachelors_plus: 4414
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9964
+  - to: "us/states/ks/districts/senate/18"
+    rel: in-district
+    area_weight: 0.6656
+  - to: "us/states/ks/districts/senate/1"
+    rel: in-district
+    area_weight: 0.3344
+  - to: "us/states/ks/districts/house/47"
+    rel: in-district
+    area_weight: 0.8862
+  - to: "us/states/ks/districts/house/42"
+    rel: in-district
+    area_weight: 0.1137
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 648 |
 | Bachelor's or higher | 4414 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 18](/us/states/ks/districts/senate/18.md) — 67% (state senate)
+- [KS Senate District 1](/us/states/ks/districts/senate/1.md) — 33% (state senate)
+- [KS House District 47](/us/states/ks/districts/house/47.md) — 89% (state house)
+- [KS House District 42](/us/states/ks/districts/house/42.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/jewell/index.md b/data/jurisdictions/us/states/ks/counties/jewell/index.md
index c0283d8fc6..b59806ae2f 100644
--- a/data/jurisdictions/us/states/ks/counties/jewell/index.md
+++ b/data/jurisdictions/us/states/ks/counties/jewell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 83
   bachelors_plus: 484
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/106"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 83 |
 | Bachelor's or higher | 484 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 106](/us/states/ks/districts/house/106.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/johnson/index.md b/data/jurisdictions/us/states/ks/counties/johnson/index.md
index a3778ee50b..e31a97f8d8 100644
--- a/data/jurisdictions/us/states/ks/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/ks/counties/johnson/index.md
@@ -22,9 +22,126 @@ demographics:
   race_native: 1940
   hispanic: 57813
   bachelors_plus: 342034
+districts:
+  - to: "us/states/ks/districts/03"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/ks/districts/senate/37"
+    rel: in-district
+    area_weight: 0.2265
+  - to: "us/states/ks/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1706
+  - to: "us/states/ks/districts/senate/10"
+    rel: in-district
+    area_weight: 0.1185
+  - to: "us/states/ks/districts/senate/23"
+    rel: in-district
+    area_weight: 0.1142
+  - to: "us/states/ks/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1088
+  - to: "us/states/ks/districts/senate/35"
+    rel: in-district
+    area_weight: 0.1037
+  - to: "us/states/ks/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0601
+  - to: "us/states/ks/districts/senate/8"
+    rel: in-district
+    area_weight: 0.047
+  - to: "us/states/ks/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0445
+  - to: "us/states/ks/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0056
+  - to: "us/states/ks/districts/house/121"
+    rel: in-district
+    area_weight: 0.1408
+  - to: "us/states/ks/districts/house/27"
+    rel: in-district
+    area_weight: 0.106
+  - to: "us/states/ks/districts/house/43"
+    rel: in-district
+    area_weight: 0.0947
+  - to: "us/states/ks/districts/house/117"
+    rel: in-district
+    area_weight: 0.0844
+  - to: "us/states/ks/districts/house/5"
+    rel: in-district
+    area_weight: 0.0819
+  - to: "us/states/ks/districts/house/26"
+    rel: in-district
+    area_weight: 0.0713
+  - to: "us/states/ks/districts/house/39"
+    rel: in-district
+    area_weight: 0.0413
+  - to: "us/states/ks/districts/house/30"
+    rel: in-district
+    area_weight: 0.0395
+  - to: "us/states/ks/districts/house/15"
+    rel: in-district
+    area_weight: 0.0367
+  - to: "us/states/ks/districts/house/14"
+    rel: in-district
+    area_weight: 0.032
+  - to: "us/states/ks/districts/house/17"
+    rel: in-district
+    area_weight: 0.0302
+  - to: "us/states/ks/districts/house/20"
+    rel: in-district
+    area_weight: 0.0245
+  - to: "us/states/ks/districts/house/8"
+    rel: in-district
+    area_weight: 0.0221
+  - to: "us/states/ks/districts/house/24"
+    rel: in-district
+    area_weight: 0.0178
+  - to: "us/states/ks/districts/house/28"
+    rel: in-district
+    area_weight: 0.0164
+  - to: "us/states/ks/districts/house/18"
+    rel: in-district
+    area_weight: 0.0156
+  - to: "us/states/ks/districts/house/29"
+    rel: in-district
+    area_weight: 0.0155
+  - to: "us/states/ks/districts/house/25"
+    rel: in-district
+    area_weight: 0.0154
+  - to: "us/states/ks/districts/house/19"
+    rel: in-district
+    area_weight: 0.015
+  - to: "us/states/ks/districts/house/16"
+    rel: in-district
+    area_weight: 0.0145
+  - to: "us/states/ks/districts/house/108"
+    rel: in-district
+    area_weight: 0.0138
+  - to: "us/states/ks/districts/house/49"
+    rel: in-district
+    area_weight: 0.0132
+  - to: "us/states/ks/districts/house/23"
+    rel: in-district
+    area_weight: 0.0125
+  - to: "us/states/ks/districts/house/21"
+    rel: in-district
+    area_weight: 0.0122
+  - to: "us/states/ks/districts/house/48"
+    rel: in-district
+    area_weight: 0.012
+  - to: "us/states/ks/districts/house/78"
+    rel: in-district
+    area_weight: 0.0104
+  - to: "us/states/ks/districts/house/22"
+    rel: in-district
+    area_weight: 0.01
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +173,48 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 57813 |
 | Bachelor's or higher | 342034 |
 
+## Districts
+
+- [KS-03](/us/states/ks/districts/03.md) — 100% (congressional)
+- [KS Senate District 37](/us/states/ks/districts/senate/37.md) — 23% (state senate)
+- [KS Senate District 9](/us/states/ks/districts/senate/9.md) — 17% (state senate)
+- [KS Senate District 10](/us/states/ks/districts/senate/10.md) — 12% (state senate)
+- [KS Senate District 23](/us/states/ks/districts/senate/23.md) — 11% (state senate)
+- [KS Senate District 11](/us/states/ks/districts/senate/11.md) — 11% (state senate)
+- [KS Senate District 35](/us/states/ks/districts/senate/35.md) — 10% (state senate)
+- [KS Senate District 21](/us/states/ks/districts/senate/21.md) — 6% (state senate)
+- [KS Senate District 8](/us/states/ks/districts/senate/8.md) — 5% (state senate)
+- [KS Senate District 7](/us/states/ks/districts/senate/7.md) — 4% (state senate)
+- [KS Senate District 6](/us/states/ks/districts/senate/6.md) — 1% (state senate)
+- [KS House District 121](/us/states/ks/districts/house/121.md) — 14% (state house)
+- [KS House District 27](/us/states/ks/districts/house/27.md) — 11% (state house)
+- [KS House District 43](/us/states/ks/districts/house/43.md) — 9% (state house)
+- [KS House District 117](/us/states/ks/districts/house/117.md) — 8% (state house)
+- [KS House District 5](/us/states/ks/districts/house/5.md) — 8% (state house)
+- [KS House District 26](/us/states/ks/districts/house/26.md) — 7% (state house)
+- [KS House District 39](/us/states/ks/districts/house/39.md) — 4% (state house)
+- [KS House District 30](/us/states/ks/districts/house/30.md) — 4% (state house)
+- [KS House District 15](/us/states/ks/districts/house/15.md) — 4% (state house)
+- [KS House District 14](/us/states/ks/districts/house/14.md) — 3% (state house)
+- [KS House District 17](/us/states/ks/districts/house/17.md) — 3% (state house)
+- [KS House District 20](/us/states/ks/districts/house/20.md) — 2% (state house)
+- [KS House District 8](/us/states/ks/districts/house/8.md) — 2% (state house)
+- [KS House District 24](/us/states/ks/districts/house/24.md) — 2% (state house)
+- [KS House District 28](/us/states/ks/districts/house/28.md) — 2% (state house)
+- [KS House District 18](/us/states/ks/districts/house/18.md) — 2% (state house)
+- [KS House District 29](/us/states/ks/districts/house/29.md) — 2% (state house)
+- [KS House District 25](/us/states/ks/districts/house/25.md) — 2% (state house)
+- [KS House District 19](/us/states/ks/districts/house/19.md) — 2% (state house)
+- [KS House District 16](/us/states/ks/districts/house/16.md) — 1% (state house)
+- [KS House District 108](/us/states/ks/districts/house/108.md) — 1% (state house)
+- [KS House District 49](/us/states/ks/districts/house/49.md) — 1% (state house)
+- [KS House District 23](/us/states/ks/districts/house/23.md) — 1% (state house)
+- [KS House District 21](/us/states/ks/districts/house/21.md) — 1% (state house)
+- [KS House District 48](/us/states/ks/districts/house/48.md) — 1% (state house)
+- [KS House District 78](/us/states/ks/districts/house/78.md) — 1% (state house)
+- [KS House District 22](/us/states/ks/districts/house/22.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/kearny/index.md b/data/jurisdictions/us/states/ks/counties/kearny/index.md
index 1039b22bb2..7d2650dedf 100644
--- a/data/jurisdictions/us/states/ks/counties/kearny/index.md
+++ b/data/jurisdictions/us/states/ks/counties/kearny/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 1377
   bachelors_plus: 643
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/122"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1377 |
 | Bachelor's or higher | 643 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 122](/us/states/ks/districts/house/122.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/kingman/index.md b/data/jurisdictions/us/states/ks/counties/kingman/index.md
index 647fd6b77b..173ceece8a 100644
--- a/data/jurisdictions/us/states/ks/counties/kingman/index.md
+++ b/data/jurisdictions/us/states/ks/counties/kingman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 27
   hispanic: 294
   bachelors_plus: 1644
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/114"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 294 |
 | Bachelor's or higher | 1644 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 34](/us/states/ks/districts/senate/34.md) — 100% (state senate)
+- [KS House District 114](/us/states/ks/districts/house/114.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/kiowa/index.md b/data/jurisdictions/us/states/ks/counties/kiowa/index.md
index 70479be244..0723bb796a 100644
--- a/data/jurisdictions/us/states/ks/counties/kiowa/index.md
+++ b/data/jurisdictions/us/states/ks/counties/kiowa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 110
   bachelors_plus: 589
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/116"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 110 |
 | Bachelor's or higher | 589 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 116](/us/states/ks/districts/house/116.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/labette/index.md b/data/jurisdictions/us/states/ks/counties/labette/index.md
index b91ecdded0..db2acd2278 100644
--- a/data/jurisdictions/us/states/ks/counties/labette/index.md
+++ b/data/jurisdictions/us/states/ks/counties/labette/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 186
   hispanic: 1010
   bachelors_plus: 3609
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/7"
+    rel: in-district
+    area_weight: 0.7431
+  - to: "us/states/ks/districts/house/1"
+    rel: in-district
+    area_weight: 0.2567
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1010 |
 | Bachelor's or higher | 3609 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 15](/us/states/ks/districts/senate/15.md) — 100% (state senate)
+- [KS House District 7](/us/states/ks/districts/house/7.md) — 74% (state house)
+- [KS House District 1](/us/states/ks/districts/house/1.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/lane/index.md b/data/jurisdictions/us/states/ks/counties/lane/index.md
index 7d3287e8bf..efe1f9a206 100644
--- a/data/jurisdictions/us/states/ks/counties/lane/index.md
+++ b/data/jurisdictions/us/states/ks/counties/lane/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 235
   bachelors_plus: 332
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ks/districts/house/118"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 235 |
 | Bachelor's or higher | 332 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 118](/us/states/ks/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/leavenworth/index.md b/data/jurisdictions/us/states/ks/counties/leavenworth/index.md
index afc78984e3..64a646f871 100644
--- a/data/jurisdictions/us/states/ks/counties/leavenworth/index.md
+++ b/data/jurisdictions/us/states/ks/counties/leavenworth/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 304
   hispanic: 6278
   bachelors_plus: 29225
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/ks/districts/senate/9"
+    rel: in-district
+    area_weight: 0.4292
+  - to: "us/states/ks/districts/senate/1"
+    rel: in-district
+    area_weight: 0.3891
+  - to: "us/states/ks/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1812
+  - to: "us/states/ks/districts/house/42"
+    rel: in-district
+    area_weight: 0.4708
+  - to: "us/states/ks/districts/house/38"
+    rel: in-district
+    area_weight: 0.2949
+  - to: "us/states/ks/districts/house/41"
+    rel: in-district
+    area_weight: 0.1388
+  - to: "us/states/ks/districts/house/40"
+    rel: in-district
+    area_weight: 0.0949
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 6278 |
 | Bachelor's or higher | 29225 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 9](/us/states/ks/districts/senate/9.md) — 43% (state senate)
+- [KS Senate District 1](/us/states/ks/districts/senate/1.md) — 39% (state senate)
+- [KS Senate District 5](/us/states/ks/districts/senate/5.md) — 18% (state senate)
+- [KS House District 42](/us/states/ks/districts/house/42.md) — 47% (state house)
+- [KS House District 38](/us/states/ks/districts/house/38.md) — 29% (state house)
+- [KS House District 41](/us/states/ks/districts/house/41.md) — 14% (state house)
+- [KS House District 40](/us/states/ks/districts/house/40.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/lincoln/index.md b/data/jurisdictions/us/states/ks/counties/lincoln/index.md
index 4ecc5667db..c89f64be13 100644
--- a/data/jurisdictions/us/states/ks/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/ks/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 133
   bachelors_plus: 753
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/109"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 133 |
 | Bachelor's or higher | 753 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 109](/us/states/ks/districts/house/109.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/linn/index.md b/data/jurisdictions/us/states/ks/counties/linn/index.md
index cf1a2305e9..cdc6aea85f 100644
--- a/data/jurisdictions/us/states/ks/counties/linn/index.md
+++ b/data/jurisdictions/us/states/ks/counties/linn/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 20
   hispanic: 303
   bachelors_plus: 2076
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ks/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/4"
+    rel: in-district
+    area_weight: 0.8936
+  - to: "us/states/ks/districts/house/9"
+    rel: in-district
+    area_weight: 0.1063
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 303 |
 | Bachelor's or higher | 2076 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 12](/us/states/ks/districts/senate/12.md) — 100% (state senate)
+- [KS House District 4](/us/states/ks/districts/house/4.md) — 89% (state house)
+- [KS House District 9](/us/states/ks/districts/house/9.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/logan/index.md b/data/jurisdictions/us/states/ks/counties/logan/index.md
index ad210baa9e..07ffe80cd6 100644
--- a/data/jurisdictions/us/states/ks/counties/logan/index.md
+++ b/data/jurisdictions/us/states/ks/counties/logan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 200
   bachelors_plus: 606
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/118"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 200 |
 | Bachelor's or higher | 606 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 118](/us/states/ks/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/lyon/index.md b/data/jurisdictions/us/states/ks/counties/lyon/index.md
index c87e50cd26..fb69fa4c45 100644
--- a/data/jurisdictions/us/states/ks/counties/lyon/index.md
+++ b/data/jurisdictions/us/states/ks/counties/lyon/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 149
   hispanic: 7780
   bachelors_plus: 7300
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/76"
+    rel: in-district
+    area_weight: 0.6679
+  - to: "us/states/ks/districts/house/13"
+    rel: in-district
+    area_weight: 0.1891
+  - to: "us/states/ks/districts/house/60"
+    rel: in-district
+    area_weight: 0.143
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7780 |
 | Bachelor's or higher | 7300 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 17](/us/states/ks/districts/senate/17.md) — 100% (state senate)
+- [KS House District 76](/us/states/ks/districts/house/76.md) — 67% (state house)
+- [KS House District 13](/us/states/ks/districts/house/13.md) — 19% (state house)
+- [KS House District 60](/us/states/ks/districts/house/60.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/marion/index.md b/data/jurisdictions/us/states/ks/counties/marion/index.md
index 8fc2f894d6..3d1a0469dc 100644
--- a/data/jurisdictions/us/states/ks/counties/marion/index.md
+++ b/data/jurisdictions/us/states/ks/counties/marion/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 65
   hispanic: 494
   bachelors_plus: 3213
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ks/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/70"
+    rel: in-district
+    area_weight: 0.6609
+  - to: "us/states/ks/districts/house/74"
+    rel: in-district
+    area_weight: 0.3389
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 494 |
 | Bachelor's or higher | 3213 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 14](/us/states/ks/districts/senate/14.md) — 100% (state senate)
+- [KS House District 70](/us/states/ks/districts/house/70.md) — 66% (state house)
+- [KS House District 74](/us/states/ks/districts/house/74.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/marshall/index.md b/data/jurisdictions/us/states/ks/counties/marshall/index.md
index d9c6fc707a..9886073b97 100644
--- a/data/jurisdictions/us/states/ks/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/ks/counties/marshall/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 31
   hispanic: 280
   bachelors_plus: 1817
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ks/districts/senate/1"
+    rel: in-district
+    area_weight: 0.7623
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 0.2373
+  - to: "us/states/ks/districts/house/106"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 280 |
 | Bachelor's or higher | 1817 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 1](/us/states/ks/districts/senate/1.md) — 76% (state senate)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 24% (state senate)
+- [KS House District 106](/us/states/ks/districts/house/106.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/mcpherson/index.md b/data/jurisdictions/us/states/ks/counties/mcpherson/index.md
index f6425ff036..f236dd4cba 100644
--- a/data/jurisdictions/us/states/ks/counties/mcpherson/index.md
+++ b/data/jurisdictions/us/states/ks/counties/mcpherson/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 27
   hispanic: 1689
   bachelors_plus: 9284
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/73"
+    rel: in-district
+    area_weight: 0.6411
+  - to: "us/states/ks/districts/house/74"
+    rel: in-district
+    area_weight: 0.1991
+  - to: "us/states/ks/districts/house/70"
+    rel: in-district
+    area_weight: 0.08
+  - to: "us/states/ks/districts/house/104"
+    rel: in-district
+    area_weight: 0.0796
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1689 |
 | Bachelor's or higher | 9284 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 14](/us/states/ks/districts/senate/14.md) — 100% (state senate)
+- [KS House District 73](/us/states/ks/districts/house/73.md) — 64% (state house)
+- [KS House District 74](/us/states/ks/districts/house/74.md) — 20% (state house)
+- [KS House District 70](/us/states/ks/districts/house/70.md) — 8% (state house)
+- [KS House District 104](/us/states/ks/districts/house/104.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/meade/index.md b/data/jurisdictions/us/states/ks/counties/meade/index.md
index ec1ea0996c..93626d6aa8 100644
--- a/data/jurisdictions/us/states/ks/counties/meade/index.md
+++ b/data/jurisdictions/us/states/ks/counties/meade/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 78
   hispanic: 950
   bachelors_plus: 898
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/38"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/115"
+    rel: in-district
+    area_weight: 0.7428
+  - to: "us/states/ks/districts/house/125"
+    rel: in-district
+    area_weight: 0.2571
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 950 |
 | Bachelor's or higher | 898 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 38](/us/states/ks/districts/senate/38.md) — 100% (state senate)
+- [KS House District 115](/us/states/ks/districts/house/115.md) — 74% (state house)
+- [KS House District 125](/us/states/ks/districts/house/125.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/miami/index.md b/data/jurisdictions/us/states/ks/counties/miami/index.md
index 1f27f38971..6bf3a807f6 100644
--- a/data/jurisdictions/us/states/ks/counties/miami/index.md
+++ b/data/jurisdictions/us/states/ks/counties/miami/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 218
   hispanic: 1423
   bachelors_plus: 9928
+districts:
+  - to: "us/states/ks/districts/03"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ks/districts/senate/12"
+    rel: in-district
+    area_weight: 0.5721
+  - to: "us/states/ks/districts/senate/37"
+    rel: in-district
+    area_weight: 0.4151
+  - to: "us/states/ks/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0124
+  - to: "us/states/ks/districts/house/6"
+    rel: in-district
+    area_weight: 0.4936
+  - to: "us/states/ks/districts/house/5"
+    rel: in-district
+    area_weight: 0.2643
+  - to: "us/states/ks/districts/house/9"
+    rel: in-district
+    area_weight: 0.2396
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 1423 |
 | Bachelor's or higher | 9928 |
 
+## Districts
+
+- [KS-03](/us/states/ks/districts/03.md) — 100% (congressional)
+- [KS Senate District 12](/us/states/ks/districts/senate/12.md) — 57% (state senate)
+- [KS Senate District 37](/us/states/ks/districts/senate/37.md) — 42% (state senate)
+- [KS Senate District 23](/us/states/ks/districts/senate/23.md) — 1% (state senate)
+- [KS House District 6](/us/states/ks/districts/house/6.md) — 49% (state house)
+- [KS House District 5](/us/states/ks/districts/house/5.md) — 26% (state house)
+- [KS House District 9](/us/states/ks/districts/house/9.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/mitchell/index.md b/data/jurisdictions/us/states/ks/counties/mitchell/index.md
index 471af291c7..86b38acf34 100644
--- a/data/jurisdictions/us/states/ks/counties/mitchell/index.md
+++ b/data/jurisdictions/us/states/ks/counties/mitchell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 187
   bachelors_plus: 1402
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/107"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 187 |
 | Bachelor's or higher | 1402 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 107](/us/states/ks/districts/house/107.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/montgomery/index.md b/data/jurisdictions/us/states/ks/counties/montgomery/index.md
index a96f130ae3..d9d5aa0292 100644
--- a/data/jurisdictions/us/states/ks/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/ks/counties/montgomery/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 730
   hispanic: 2491
   bachelors_plus: 6453
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ks/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/11"
+    rel: in-district
+    area_weight: 0.5559
+  - to: "us/states/ks/districts/house/12"
+    rel: in-district
+    area_weight: 0.444
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2491 |
 | Bachelor's or higher | 6453 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 15](/us/states/ks/districts/senate/15.md) — 100% (state senate)
+- [KS House District 11](/us/states/ks/districts/house/11.md) — 56% (state house)
+- [KS House District 12](/us/states/ks/districts/house/12.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/morris/index.md b/data/jurisdictions/us/states/ks/counties/morris/index.md
index ca9a3fcadc..14120369f5 100644
--- a/data/jurisdictions/us/states/ks/counties/morris/index.md
+++ b/data/jurisdictions/us/states/ks/counties/morris/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 232
   bachelors_plus: 1516
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/68"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 232 |
 | Bachelor's or higher | 1516 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 17](/us/states/ks/districts/senate/17.md) — 100% (state senate)
+- [KS House District 68](/us/states/ks/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/morton/index.md b/data/jurisdictions/us/states/ks/counties/morton/index.md
index 6b2b62ac7a..3af59b9bf6 100644
--- a/data/jurisdictions/us/states/ks/counties/morton/index.md
+++ b/data/jurisdictions/us/states/ks/counties/morton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 628
   bachelors_plus: 410
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/124"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 628 |
 | Bachelor's or higher | 410 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 124](/us/states/ks/districts/house/124.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/nemaha/index.md b/data/jurisdictions/us/states/ks/counties/nemaha/index.md
index 51894c7616..4864fdba63 100644
--- a/data/jurisdictions/us/states/ks/counties/nemaha/index.md
+++ b/data/jurisdictions/us/states/ks/counties/nemaha/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 35
   hispanic: 265
   bachelors_plus: 2591
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ks/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/62"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 265 |
 | Bachelor's or higher | 2591 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 1](/us/states/ks/districts/senate/1.md) — 100% (state senate)
+- [KS House District 62](/us/states/ks/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/neosho/index.md b/data/jurisdictions/us/states/ks/counties/neosho/index.md
index b206792bda..abe1397896 100644
--- a/data/jurisdictions/us/states/ks/counties/neosho/index.md
+++ b/data/jurisdictions/us/states/ks/counties/neosho/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 29
   hispanic: 944
   bachelors_plus: 3233
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/2"
+    rel: in-district
+    area_weight: 0.751
+  - to: "us/states/ks/districts/house/7"
+    rel: in-district
+    area_weight: 0.2488
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 944 |
 | Bachelor's or higher | 3233 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 15](/us/states/ks/districts/senate/15.md) — 100% (state senate)
+- [KS House District 2](/us/states/ks/districts/house/2.md) — 75% (state house)
+- [KS House District 7](/us/states/ks/districts/house/7.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/ness/index.md b/data/jurisdictions/us/states/ks/counties/ness/index.md
index b65bb3d8a5..41b2765a8e 100644
--- a/data/jurisdictions/us/states/ks/counties/ness/index.md
+++ b/data/jurisdictions/us/states/ks/counties/ness/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 395
   bachelors_plus: 545
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/118"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 395 |
 | Bachelor's or higher | 545 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 118](/us/states/ks/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/norton/index.md b/data/jurisdictions/us/states/ks/counties/norton/index.md
index ac4a3b9d6b..d644bdeb7e 100644
--- a/data/jurisdictions/us/states/ks/counties/norton/index.md
+++ b/data/jurisdictions/us/states/ks/counties/norton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 59
   hispanic: 315
   bachelors_plus: 1107
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/110"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 315 |
 | Bachelor's or higher | 1107 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 110](/us/states/ks/districts/house/110.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/osage/index.md b/data/jurisdictions/us/states/ks/counties/osage/index.md
index 5c8e70b74f..142cf38926 100644
--- a/data/jurisdictions/us/states/ks/counties/osage/index.md
+++ b/data/jurisdictions/us/states/ks/counties/osage/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 46
   hispanic: 529
   bachelors_plus: 3127
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/76"
+    rel: in-district
+    area_weight: 0.5917
+  - to: "us/states/ks/districts/house/54"
+    rel: in-district
+    area_weight: 0.4082
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 529 |
 | Bachelor's or higher | 3127 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 3](/us/states/ks/districts/senate/3.md) — 100% (state senate)
+- [KS House District 76](/us/states/ks/districts/house/76.md) — 59% (state house)
+- [KS House District 54](/us/states/ks/districts/house/54.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/osborne/index.md b/data/jurisdictions/us/states/ks/counties/osborne/index.md
index 3f43e48b74..cea0e28ffa 100644
--- a/data/jurisdictions/us/states/ks/counties/osborne/index.md
+++ b/data/jurisdictions/us/states/ks/counties/osborne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 103
   bachelors_plus: 758
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/109"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 103 |
 | Bachelor's or higher | 758 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 109](/us/states/ks/districts/house/109.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/ottawa/index.md b/data/jurisdictions/us/states/ks/counties/ottawa/index.md
index 06f42b1477..6f2235de80 100644
--- a/data/jurisdictions/us/states/ks/counties/ottawa/index.md
+++ b/data/jurisdictions/us/states/ks/counties/ottawa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 30
   hispanic: 194
   bachelors_plus: 1393
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/107"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 194 |
 | Bachelor's or higher | 1393 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 107](/us/states/ks/districts/house/107.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/pawnee/index.md b/data/jurisdictions/us/states/ks/counties/pawnee/index.md
index 1148a28985..405d4f213b 100644
--- a/data/jurisdictions/us/states/ks/counties/pawnee/index.md
+++ b/data/jurisdictions/us/states/ks/counties/pawnee/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 91
   hispanic: 561
   bachelors_plus: 1146
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.5354
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.4646
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/113"
+    rel: in-district
+    area_weight: 0.5257
+  - to: "us/states/ks/districts/house/122"
+    rel: in-district
+    area_weight: 0.4743
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 561 |
 | Bachelor's or higher | 1146 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 54% (congressional)
+- [KS-01](/us/states/ks/districts/01.md) — 46% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 113](/us/states/ks/districts/house/113.md) — 53% (state house)
+- [KS House District 122](/us/states/ks/districts/house/122.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/phillips/index.md b/data/jurisdictions/us/states/ks/counties/phillips/index.md
index 8f532f5d32..0ed2b13703 100644
--- a/data/jurisdictions/us/states/ks/counties/phillips/index.md
+++ b/data/jurisdictions/us/states/ks/counties/phillips/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 36
   hispanic: 165
   bachelors_plus: 1028
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 0.5997
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 0.4002
+  - to: "us/states/ks/districts/house/110"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 165 |
 | Bachelor's or higher | 1028 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 60% (state senate)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 40% (state senate)
+- [KS House District 110](/us/states/ks/districts/house/110.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/pottawatomie/index.md b/data/jurisdictions/us/states/ks/counties/pottawatomie/index.md
index d6b075dcb9..6079eb9730 100644
--- a/data/jurisdictions/us/states/ks/counties/pottawatomie/index.md
+++ b/data/jurisdictions/us/states/ks/counties/pottawatomie/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 105
   hispanic: 1590
   bachelors_plus: 8711
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ks/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ks/districts/house/61"
+    rel: in-district
+    area_weight: 0.9531
+  - to: "us/states/ks/districts/house/51"
+    rel: in-district
+    area_weight: 0.0468
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1590 |
 | Bachelor's or higher | 8711 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 18](/us/states/ks/districts/senate/18.md) — 100% (state senate)
+- [KS House District 61](/us/states/ks/districts/house/61.md) — 95% (state house)
+- [KS House District 51](/us/states/ks/districts/house/51.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/pratt/index.md b/data/jurisdictions/us/states/ks/counties/pratt/index.md
index fa04286cfc..767dd4dcf1 100644
--- a/data/jurisdictions/us/states/ks/counties/pratt/index.md
+++ b/data/jurisdictions/us/states/ks/counties/pratt/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 79
   hispanic: 788
   bachelors_plus: 2079
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/116"
+    rel: in-district
+    area_weight: 0.5254
+  - to: "us/states/ks/districts/house/114"
+    rel: in-district
+    area_weight: 0.4746
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 788 |
 | Bachelor's or higher | 2079 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 116](/us/states/ks/districts/house/116.md) — 53% (state house)
+- [KS House District 114](/us/states/ks/districts/house/114.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/rawlins/index.md b/data/jurisdictions/us/states/ks/counties/rawlins/index.md
index 4915374dfc..150c3932b1 100644
--- a/data/jurisdictions/us/states/ks/counties/rawlins/index.md
+++ b/data/jurisdictions/us/states/ks/counties/rawlins/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 194
   bachelors_plus: 440
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/120"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 194 |
 | Bachelor's or higher | 440 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 120](/us/states/ks/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/reno/index.md b/data/jurisdictions/us/states/ks/counties/reno/index.md
index 7584df3120..a5ef2bf59e 100644
--- a/data/jurisdictions/us/states/ks/counties/reno/index.md
+++ b/data/jurisdictions/us/states/ks/counties/reno/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 485
   hispanic: 6388
   bachelors_plus: 11578
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ks/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/114"
+    rel: in-district
+    area_weight: 0.7417
+  - to: "us/states/ks/districts/house/101"
+    rel: in-district
+    area_weight: 0.1738
+  - to: "us/states/ks/districts/house/104"
+    rel: in-district
+    area_weight: 0.071
+  - to: "us/states/ks/districts/house/102"
+    rel: in-district
+    area_weight: 0.0134
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 6388 |
 | Bachelor's or higher | 11578 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 34](/us/states/ks/districts/senate/34.md) — 100% (state senate)
+- [KS House District 114](/us/states/ks/districts/house/114.md) — 74% (state house)
+- [KS House District 101](/us/states/ks/districts/house/101.md) — 17% (state house)
+- [KS House District 104](/us/states/ks/districts/house/104.md) — 7% (state house)
+- [KS House District 102](/us/states/ks/districts/house/102.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/republic/index.md b/data/jurisdictions/us/states/ks/counties/republic/index.md
index 34f4c648af..b3a41ab2ff 100644
--- a/data/jurisdictions/us/states/ks/counties/republic/index.md
+++ b/data/jurisdictions/us/states/ks/counties/republic/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 179
   bachelors_plus: 950
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/106"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 179 |
 | Bachelor's or higher | 950 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 106](/us/states/ks/districts/house/106.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/rice/index.md b/data/jurisdictions/us/states/ks/counties/rice/index.md
index 868876706f..b14df3a3d5 100644
--- a/data/jurisdictions/us/states/ks/counties/rice/index.md
+++ b/data/jurisdictions/us/states/ks/counties/rice/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 70
   hispanic: 1305
   bachelors_plus: 2124
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/113"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1305 |
 | Bachelor's or higher | 2124 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 113](/us/states/ks/districts/house/113.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/riley/index.md b/data/jurisdictions/us/states/ks/counties/riley/index.md
index bda757f7ca..4ad1523315 100644
--- a/data/jurisdictions/us/states/ks/counties/riley/index.md
+++ b/data/jurisdictions/us/states/ks/counties/riley/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 760
   hispanic: 7205
   bachelors_plus: 26242
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ks/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ks/districts/house/64"
+    rel: in-district
+    area_weight: 0.7364
+  - to: "us/states/ks/districts/house/51"
+    rel: in-district
+    area_weight: 0.1183
+  - to: "us/states/ks/districts/house/68"
+    rel: in-district
+    area_weight: 0.1021
+  - to: "us/states/ks/districts/house/67"
+    rel: in-district
+    area_weight: 0.0288
+  - to: "us/states/ks/districts/house/66"
+    rel: in-district
+    area_weight: 0.0104
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7205 |
 | Bachelor's or higher | 26242 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 22](/us/states/ks/districts/senate/22.md) — 100% (state senate)
+- [KS House District 64](/us/states/ks/districts/house/64.md) — 74% (state house)
+- [KS House District 51](/us/states/ks/districts/house/51.md) — 12% (state house)
+- [KS House District 68](/us/states/ks/districts/house/68.md) — 10% (state house)
+- [KS House District 67](/us/states/ks/districts/house/67.md) — 3% (state house)
+- [KS House District 66](/us/states/ks/districts/house/66.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/rooks/index.md b/data/jurisdictions/us/states/ks/counties/rooks/index.md
index 9959da849a..b6e03bc058 100644
--- a/data/jurisdictions/us/states/ks/counties/rooks/index.md
+++ b/data/jurisdictions/us/states/ks/counties/rooks/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 156
   bachelors_plus: 1013
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/110"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 156 |
 | Bachelor's or higher | 1013 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 110](/us/states/ks/districts/house/110.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/rush/index.md b/data/jurisdictions/us/states/ks/counties/rush/index.md
index dabfc7937e..a226c7a410 100644
--- a/data/jurisdictions/us/states/ks/counties/rush/index.md
+++ b/data/jurisdictions/us/states/ks/counties/rush/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 191
   bachelors_plus: 590
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/113"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 191 |
 | Bachelor's or higher | 590 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 113](/us/states/ks/districts/house/113.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/russell/index.md b/data/jurisdictions/us/states/ks/counties/russell/index.md
index 7a5e0b9a00..0f7b9f44f1 100644
--- a/data/jurisdictions/us/states/ks/counties/russell/index.md
+++ b/data/jurisdictions/us/states/ks/counties/russell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 277
   bachelors_plus: 1266
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/109"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 277 |
 | Bachelor's or higher | 1266 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 109](/us/states/ks/districts/house/109.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/saline/index.md b/data/jurisdictions/us/states/ks/counties/saline/index.md
index cc0b768d19..04b9de0e51 100644
--- a/data/jurisdictions/us/states/ks/counties/saline/index.md
+++ b/data/jurisdictions/us/states/ks/counties/saline/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 268
   hispanic: 6843
   bachelors_plus: 14243
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/69"
+    rel: in-district
+    area_weight: 0.5348
+  - to: "us/states/ks/districts/house/107"
+    rel: in-district
+    area_weight: 0.2513
+  - to: "us/states/ks/districts/house/71"
+    rel: in-district
+    area_weight: 0.2137
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 6843 |
 | Bachelor's or higher | 14243 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 24](/us/states/ks/districts/senate/24.md) — 100% (state senate)
+- [KS House District 69](/us/states/ks/districts/house/69.md) — 53% (state house)
+- [KS House District 107](/us/states/ks/districts/house/107.md) — 25% (state house)
+- [KS House District 71](/us/states/ks/districts/house/71.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/scott/index.md b/data/jurisdictions/us/states/ks/counties/scott/index.md
index 2414430962..bd97e9f7fa 100644
--- a/data/jurisdictions/us/states/ks/counties/scott/index.md
+++ b/data/jurisdictions/us/states/ks/counties/scott/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 62
   hispanic: 1096
   bachelors_plus: 1284
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/118"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1096 |
 | Bachelor's or higher | 1284 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 118](/us/states/ks/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/sedgwick/index.md b/data/jurisdictions/us/states/ks/counties/sedgwick/index.md
index 9acbcbbde6..e5b689f0d1 100644
--- a/data/jurisdictions/us/states/ks/counties/sedgwick/index.md
+++ b/data/jurisdictions/us/states/ks/counties/sedgwick/index.md
@@ -22,9 +22,111 @@ demographics:
   race_native: 4353
   hispanic: 87159
   bachelors_plus: 151890
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/26"
+    rel: in-district
+    area_weight: 0.476
+  - to: "us/states/ks/districts/senate/31"
+    rel: in-district
+    area_weight: 0.1936
+  - to: "us/states/ks/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1143
+  - to: "us/states/ks/districts/senate/16"
+    rel: in-district
+    area_weight: 0.093
+  - to: "us/states/ks/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0441
+  - to: "us/states/ks/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0358
+  - to: "us/states/ks/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0222
+  - to: "us/states/ks/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0209
+  - to: "us/states/ks/districts/house/93"
+    rel: in-district
+    area_weight: 0.2919
+  - to: "us/states/ks/districts/house/101"
+    rel: in-district
+    area_weight: 0.1662
+  - to: "us/states/ks/districts/house/90"
+    rel: in-district
+    area_weight: 0.1605
+  - to: "us/states/ks/districts/house/91"
+    rel: in-district
+    area_weight: 0.0427
+  - to: "us/states/ks/districts/house/85"
+    rel: in-district
+    area_weight: 0.0413
+  - to: "us/states/ks/districts/house/81"
+    rel: in-district
+    area_weight: 0.0406
+  - to: "us/states/ks/districts/house/82"
+    rel: in-district
+    area_weight: 0.0384
+  - to: "us/states/ks/districts/house/72"
+    rel: in-district
+    area_weight: 0.0364
+  - to: "us/states/ks/districts/house/97"
+    rel: in-district
+    area_weight: 0.0313
+  - to: "us/states/ks/districts/house/98"
+    rel: in-district
+    area_weight: 0.0213
+  - to: "us/states/ks/districts/house/87"
+    rel: in-district
+    area_weight: 0.0141
+  - to: "us/states/ks/districts/house/94"
+    rel: in-district
+    area_weight: 0.0135
+  - to: "us/states/ks/districts/house/89"
+    rel: in-district
+    area_weight: 0.013
+  - to: "us/states/ks/districts/house/88"
+    rel: in-district
+    area_weight: 0.0122
+  - to: "us/states/ks/districts/house/105"
+    rel: in-district
+    area_weight: 0.0104
+  - to: "us/states/ks/districts/house/103"
+    rel: in-district
+    area_weight: 0.0097
+  - to: "us/states/ks/districts/house/95"
+    rel: in-district
+    area_weight: 0.0085
+  - to: "us/states/ks/districts/house/96"
+    rel: in-district
+    area_weight: 0.0084
+  - to: "us/states/ks/districts/house/99"
+    rel: in-district
+    area_weight: 0.008
+  - to: "us/states/ks/districts/house/92"
+    rel: in-district
+    area_weight: 0.0073
+  - to: "us/states/ks/districts/house/100"
+    rel: in-district
+    area_weight: 0.0069
+  - to: "us/states/ks/districts/house/84"
+    rel: in-district
+    area_weight: 0.0061
+  - to: "us/states/ks/districts/house/86"
+    rel: in-district
+    area_weight: 0.0056
+  - to: "us/states/ks/districts/house/83"
+    rel: in-district
+    area_weight: 0.0054
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +158,43 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 87159 |
 | Bachelor's or higher | 151890 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 26](/us/states/ks/districts/senate/26.md) — 48% (state senate)
+- [KS Senate District 31](/us/states/ks/districts/senate/31.md) — 19% (state senate)
+- [KS Senate District 30](/us/states/ks/districts/senate/30.md) — 11% (state senate)
+- [KS Senate District 16](/us/states/ks/districts/senate/16.md) — 9% (state senate)
+- [KS Senate District 28](/us/states/ks/districts/senate/28.md) — 4% (state senate)
+- [KS Senate District 27](/us/states/ks/districts/senate/27.md) — 4% (state senate)
+- [KS Senate District 29](/us/states/ks/districts/senate/29.md) — 2% (state senate)
+- [KS Senate District 25](/us/states/ks/districts/senate/25.md) — 2% (state senate)
+- [KS House District 93](/us/states/ks/districts/house/93.md) — 29% (state house)
+- [KS House District 101](/us/states/ks/districts/house/101.md) — 17% (state house)
+- [KS House District 90](/us/states/ks/districts/house/90.md) — 16% (state house)
+- [KS House District 91](/us/states/ks/districts/house/91.md) — 4% (state house)
+- [KS House District 85](/us/states/ks/districts/house/85.md) — 4% (state house)
+- [KS House District 81](/us/states/ks/districts/house/81.md) — 4% (state house)
+- [KS House District 82](/us/states/ks/districts/house/82.md) — 4% (state house)
+- [KS House District 72](/us/states/ks/districts/house/72.md) — 4% (state house)
+- [KS House District 97](/us/states/ks/districts/house/97.md) — 3% (state house)
+- [KS House District 98](/us/states/ks/districts/house/98.md) — 2% (state house)
+- [KS House District 87](/us/states/ks/districts/house/87.md) — 1% (state house)
+- [KS House District 94](/us/states/ks/districts/house/94.md) — 1% (state house)
+- [KS House District 89](/us/states/ks/districts/house/89.md) — 1% (state house)
+- [KS House District 88](/us/states/ks/districts/house/88.md) — 1% (state house)
+- [KS House District 105](/us/states/ks/districts/house/105.md) — 1% (state house)
+- [KS House District 103](/us/states/ks/districts/house/103.md) — 1% (state house)
+- [KS House District 95](/us/states/ks/districts/house/95.md) — 1% (state house)
+- [KS House District 96](/us/states/ks/districts/house/96.md) — 1% (state house)
+- [KS House District 99](/us/states/ks/districts/house/99.md) — 1% (state house)
+- [KS House District 92](/us/states/ks/districts/house/92.md) — 1% (state house)
+- [KS House District 100](/us/states/ks/districts/house/100.md) — 1% (state house)
+- [KS House District 84](/us/states/ks/districts/house/84.md) — 1% (state house)
+- [KS House District 86](/us/states/ks/districts/house/86.md) — 1% (state house)
+- [KS House District 83](/us/states/ks/districts/house/83.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/seward/index.md b/data/jurisdictions/us/states/ks/counties/seward/index.md
index 7d62c1af71..df4f0b25fe 100644
--- a/data/jurisdictions/us/states/ks/counties/seward/index.md
+++ b/data/jurisdictions/us/states/ks/counties/seward/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 621
   hispanic: 14486
   bachelors_plus: 1848
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/125"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 14486 |
 | Bachelor's or higher | 1848 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 38](/us/states/ks/districts/senate/38.md) — 100% (state senate)
+- [KS House District 125](/us/states/ks/districts/house/125.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/shawnee/index.md b/data/jurisdictions/us/states/ks/counties/shawnee/index.md
index 85f50a1276..44d9be98f4 100644
--- a/data/jurisdictions/us/states/ks/counties/shawnee/index.md
+++ b/data/jurisdictions/us/states/ks/counties/shawnee/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 1085
   hispanic: 24637
   bachelors_plus: 54251
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ks/districts/senate/18"
+    rel: in-district
+    area_weight: 0.4464
+  - to: "us/states/ks/districts/senate/20"
+    rel: in-district
+    area_weight: 0.3111
+  - to: "us/states/ks/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1628
+  - to: "us/states/ks/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0796
+  - to: "us/states/ks/districts/house/54"
+    rel: in-district
+    area_weight: 0.4273
+  - to: "us/states/ks/districts/house/50"
+    rel: in-district
+    area_weight: 0.38
+  - to: "us/states/ks/districts/house/52"
+    rel: in-district
+    area_weight: 0.0602
+  - to: "us/states/ks/districts/house/56"
+    rel: in-district
+    area_weight: 0.0397
+  - to: "us/states/ks/districts/house/57"
+    rel: in-district
+    area_weight: 0.035
+  - to: "us/states/ks/districts/house/58"
+    rel: in-district
+    area_weight: 0.0255
+  - to: "us/states/ks/districts/house/53"
+    rel: in-district
+    area_weight: 0.02
+  - to: "us/states/ks/districts/house/55"
+    rel: in-district
+    area_weight: 0.0122
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 24637 |
 | Bachelor's or higher | 54251 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 18](/us/states/ks/districts/senate/18.md) — 45% (state senate)
+- [KS Senate District 20](/us/states/ks/districts/senate/20.md) — 31% (state senate)
+- [KS Senate District 3](/us/states/ks/districts/senate/3.md) — 16% (state senate)
+- [KS Senate District 19](/us/states/ks/districts/senate/19.md) — 8% (state senate)
+- [KS House District 54](/us/states/ks/districts/house/54.md) — 43% (state house)
+- [KS House District 50](/us/states/ks/districts/house/50.md) — 38% (state house)
+- [KS House District 52](/us/states/ks/districts/house/52.md) — 6% (state house)
+- [KS House District 56](/us/states/ks/districts/house/56.md) — 4% (state house)
+- [KS House District 57](/us/states/ks/districts/house/57.md) — 4% (state house)
+- [KS House District 58](/us/states/ks/districts/house/58.md) — 3% (state house)
+- [KS House District 53](/us/states/ks/districts/house/53.md) — 2% (state house)
+- [KS House District 55](/us/states/ks/districts/house/55.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/sheridan/index.md b/data/jurisdictions/us/states/ks/counties/sheridan/index.md
index dd6f4a4cd2..e93bff0522 100644
--- a/data/jurisdictions/us/states/ks/counties/sheridan/index.md
+++ b/data/jurisdictions/us/states/ks/counties/sheridan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 143
   bachelors_plus: 535
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/118"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 143 |
 | Bachelor's or higher | 535 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 118](/us/states/ks/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/sherman/index.md b/data/jurisdictions/us/states/ks/counties/sherman/index.md
index 699c7733b4..ce87d20a82 100644
--- a/data/jurisdictions/us/states/ks/counties/sherman/index.md
+++ b/data/jurisdictions/us/states/ks/counties/sherman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 761
   bachelors_plus: 1126
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/120"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 761 |
 | Bachelor's or higher | 1126 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 120](/us/states/ks/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/smith/index.md b/data/jurisdictions/us/states/ks/counties/smith/index.md
index ee7f2d86cb..29e0b9dce8 100644
--- a/data/jurisdictions/us/states/ks/counties/smith/index.md
+++ b/data/jurisdictions/us/states/ks/counties/smith/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 94
   bachelors_plus: 849
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/109"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 94 |
 | Bachelor's or higher | 849 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 109](/us/states/ks/districts/house/109.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/stafford/index.md b/data/jurisdictions/us/states/ks/counties/stafford/index.md
index 20b3dd1253..512695325b 100644
--- a/data/jurisdictions/us/states/ks/counties/stafford/index.md
+++ b/data/jurisdictions/us/states/ks/counties/stafford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 63
   hispanic: 533
   bachelors_plus: 892
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ks/districts/senate/33"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/113"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 533 |
 | Bachelor's or higher | 892 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 33](/us/states/ks/districts/senate/33.md) — 100% (state senate)
+- [KS House District 113](/us/states/ks/districts/house/113.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/stanton/index.md b/data/jurisdictions/us/states/ks/counties/stanton/index.md
index b86ddea83a..5d8b6ade8b 100644
--- a/data/jurisdictions/us/states/ks/counties/stanton/index.md
+++ b/data/jurisdictions/us/states/ks/counties/stanton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 130
   hispanic: 929
   bachelors_plus: 435
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/124"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 929 |
 | Bachelor's or higher | 435 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 124](/us/states/ks/districts/house/124.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/stevens/index.md b/data/jurisdictions/us/states/ks/counties/stevens/index.md
index 32381849b7..acc803807c 100644
--- a/data/jurisdictions/us/states/ks/counties/stevens/index.md
+++ b/data/jurisdictions/us/states/ks/counties/stevens/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 2018
   bachelors_plus: 863
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/124"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2018 |
 | Bachelor's or higher | 863 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 124](/us/states/ks/districts/house/124.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/sumner/index.md b/data/jurisdictions/us/states/ks/counties/sumner/index.md
index 05a61286ad..774530c819 100644
--- a/data/jurisdictions/us/states/ks/counties/sumner/index.md
+++ b/data/jurisdictions/us/states/ks/counties/sumner/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 278
   hispanic: 1366
   bachelors_plus: 5123
+districts:
+  - to: "us/states/ks/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/senate/32"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/ks/districts/house/79"
+    rel: in-district
+    area_weight: 0.3834
+  - to: "us/states/ks/districts/house/80"
+    rel: in-district
+    area_weight: 0.3244
+  - to: "us/states/ks/districts/house/116"
+    rel: in-district
+    area_weight: 0.2829
+  - to: "us/states/ks/districts/house/82"
+    rel: in-district
+    area_weight: 0.0091
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1366 |
 | Bachelor's or higher | 5123 |
 
+## Districts
+
+- [KS-04](/us/states/ks/districts/04.md) — 100% (congressional)
+- [KS Senate District 32](/us/states/ks/districts/senate/32.md) — 100% (state senate)
+- [KS House District 79](/us/states/ks/districts/house/79.md) — 38% (state house)
+- [KS House District 80](/us/states/ks/districts/house/80.md) — 32% (state house)
+- [KS House District 116](/us/states/ks/districts/house/116.md) — 28% (state house)
+- [KS House District 82](/us/states/ks/districts/house/82.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/thomas/index.md b/data/jurisdictions/us/states/ks/counties/thomas/index.md
index b82e697322..600b6f5f87 100644
--- a/data/jurisdictions/us/states/ks/counties/thomas/index.md
+++ b/data/jurisdictions/us/states/ks/counties/thomas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 662
   bachelors_plus: 2131
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/120"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 662 |
 | Bachelor's or higher | 2131 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 120](/us/states/ks/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/trego/index.md b/data/jurisdictions/us/states/ks/counties/trego/index.md
index 024915613d..c230f830e2 100644
--- a/data/jurisdictions/us/states/ks/counties/trego/index.md
+++ b/data/jurisdictions/us/states/ks/counties/trego/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 31
   bachelors_plus: 832
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/118"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 31 |
 | Bachelor's or higher | 832 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 118](/us/states/ks/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/wabaunsee/index.md b/data/jurisdictions/us/states/ks/counties/wabaunsee/index.md
index b0f4703395..63d196946c 100644
--- a/data/jurisdictions/us/states/ks/counties/wabaunsee/index.md
+++ b/data/jurisdictions/us/states/ks/counties/wabaunsee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 335
   bachelors_plus: 1619
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/ks/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/51"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 335 |
 | Bachelor's or higher | 1619 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 20](/us/states/ks/districts/senate/20.md) — 100% (state senate)
+- [KS House District 51](/us/states/ks/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/wallace/index.md b/data/jurisdictions/us/states/ks/counties/wallace/index.md
index b6fff6e2be..91c90d9b98 100644
--- a/data/jurisdictions/us/states/ks/counties/wallace/index.md
+++ b/data/jurisdictions/us/states/ks/counties/wallace/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 105
   bachelors_plus: 288
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/40"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/house/120"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 105 |
 | Bachelor's or higher | 288 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 40](/us/states/ks/districts/senate/40.md) — 100% (state senate)
+- [KS House District 120](/us/states/ks/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/washington/index.md b/data/jurisdictions/us/states/ks/counties/washington/index.md
index d60b0cdcb6..4579cdee6e 100644
--- a/data/jurisdictions/us/states/ks/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ks/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 269
   bachelors_plus: 1281
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/106"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 269 |
 | Bachelor's or higher | 1281 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 36](/us/states/ks/districts/senate/36.md) — 100% (state senate)
+- [KS House District 106](/us/states/ks/districts/house/106.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/wichita/index.md b/data/jurisdictions/us/states/ks/counties/wichita/index.md
index 903f779a2d..82e765b9d2 100644
--- a/data/jurisdictions/us/states/ks/counties/wichita/index.md
+++ b/data/jurisdictions/us/states/ks/counties/wichita/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 575
   bachelors_plus: 355
+districts:
+  - to: "us/states/ks/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ks/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/118"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 575 |
 | Bachelor's or higher | 355 |
 
+## Districts
+
+- [KS-01](/us/states/ks/districts/01.md) — 100% (congressional)
+- [KS Senate District 39](/us/states/ks/districts/senate/39.md) — 100% (state senate)
+- [KS House District 118](/us/states/ks/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/wilson/index.md b/data/jurisdictions/us/states/ks/counties/wilson/index.md
index db8dde3273..4fefa926fa 100644
--- a/data/jurisdictions/us/states/ks/counties/wilson/index.md
+++ b/data/jurisdictions/us/states/ks/counties/wilson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 65
   hispanic: 327
   bachelors_plus: 1449
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ks/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ks/districts/house/13"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 327 |
 | Bachelor's or higher | 1449 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 12](/us/states/ks/districts/senate/12.md) — 100% (state senate)
+- [KS House District 13](/us/states/ks/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/woodson/index.md b/data/jurisdictions/us/states/ks/counties/woodson/index.md
index c139e9dcdf..e397b737f6 100644
--- a/data/jurisdictions/us/states/ks/counties/woodson/index.md
+++ b/data/jurisdictions/us/states/ks/counties/woodson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 90
   bachelors_plus: 656
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ks/districts/house/13"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 90 |
 | Bachelor's or higher | 656 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 100% (congressional)
+- [KS Senate District 12](/us/states/ks/districts/senate/12.md) — 100% (state senate)
+- [KS House District 13](/us/states/ks/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/counties/wyandotte/index.md b/data/jurisdictions/us/states/ks/counties/wyandotte/index.md
index 10d61eebd4..d4f5ca662b 100644
--- a/data/jurisdictions/us/states/ks/counties/wyandotte/index.md
+++ b/data/jurisdictions/us/states/ks/counties/wyandotte/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 2911
   hispanic: 57135
   bachelors_plus: 30969
+districts:
+  - to: "us/states/ks/districts/02"
+    rel: in-district
+    area_weight: 0.5982
+  - to: "us/states/ks/districts/03"
+    rel: in-district
+    area_weight: 0.3994
+  - to: "us/states/ks/districts/senate/6"
+    rel: in-district
+    area_weight: 0.3045
+  - to: "us/states/ks/districts/senate/5"
+    rel: in-district
+    area_weight: 0.2647
+  - to: "us/states/ks/districts/senate/4"
+    rel: in-district
+    area_weight: 0.2544
+  - to: "us/states/ks/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1755
+  - to: "us/states/ks/districts/house/33"
+    rel: in-district
+    area_weight: 0.2913
+  - to: "us/states/ks/districts/house/36"
+    rel: in-district
+    area_weight: 0.1992
+  - to: "us/states/ks/districts/house/37"
+    rel: in-district
+    area_weight: 0.1762
+  - to: "us/states/ks/districts/house/35"
+    rel: in-district
+    area_weight: 0.12
+  - to: "us/states/ks/districts/house/38"
+    rel: in-district
+    area_weight: 0.0795
+  - to: "us/states/ks/districts/house/31"
+    rel: in-district
+    area_weight: 0.0546
+  - to: "us/states/ks/districts/house/34"
+    rel: in-district
+    area_weight: 0.0448
+  - to: "us/states/ks/districts/house/32"
+    rel: in-district
+    area_weight: 0.0335
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ks]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 57135 |
 | Bachelor's or higher | 30969 |
 
+## Districts
+
+- [KS-02](/us/states/ks/districts/02.md) — 60% (congressional)
+- [KS-03](/us/states/ks/districts/03.md) — 40% (congressional)
+- [KS Senate District 6](/us/states/ks/districts/senate/6.md) — 30% (state senate)
+- [KS Senate District 5](/us/states/ks/districts/senate/5.md) — 26% (state senate)
+- [KS Senate District 4](/us/states/ks/districts/senate/4.md) — 25% (state senate)
+- [KS Senate District 9](/us/states/ks/districts/senate/9.md) — 18% (state senate)
+- [KS House District 33](/us/states/ks/districts/house/33.md) — 29% (state house)
+- [KS House District 36](/us/states/ks/districts/house/36.md) — 20% (state house)
+- [KS House District 37](/us/states/ks/districts/house/37.md) — 18% (state house)
+- [KS House District 35](/us/states/ks/districts/house/35.md) — 12% (state house)
+- [KS House District 38](/us/states/ks/districts/house/38.md) — 8% (state house)
+- [KS House District 31](/us/states/ks/districts/house/31.md) — 5% (state house)
+- [KS House District 34](/us/states/ks/districts/house/34.md) — 4% (state house)
+- [KS House District 32](/us/states/ks/districts/house/32.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ks/districts/01.md b/data/jurisdictions/us/states/ks/districts/01.md
index 08fac4343d..a9a576650f 100644
--- a/data/jurisdictions/us/states/ks/districts/01.md
+++ b/data/jurisdictions/us/states/ks/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 146836
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ks]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ks/districts/02.md b/data/jurisdictions/us/states/ks/districts/02.md
index ee71b76e19..13118f0058 100644
--- a/data/jurisdictions/us/states/ks/districts/02.md
+++ b/data/jurisdictions/us/states/ks/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 131940
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ks]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ks/districts/03.md b/data/jurisdictions/us/states/ks/districts/03.md
index cec85e5f3d..5c0de0b2c2 100644
--- a/data/jurisdictions/us/states/ks/districts/03.md
+++ b/data/jurisdictions/us/states/ks/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 278556
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ks]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ks/districts/04.md b/data/jurisdictions/us/states/ks/districts/04.md
index de9a6e55d0..86946cb680 100644
--- a/data/jurisdictions/us/states/ks/districts/04.md
+++ b/data/jurisdictions/us/states/ks/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 158783
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ks]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ks/districts/house/1.md b/data/jurisdictions/us/states/ks/districts/house/1.md
new file mode 100644
index 0000000000..a4f2b05803
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 1"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 1
+
+State House district 1 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/10.md b/data/jurisdictions/us/states/ks/districts/house/10.md
new file mode 100644
index 0000000000..b6ca565ccf
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 10"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 10
+
+State House district 10 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/100.md b/data/jurisdictions/us/states/ks/districts/house/100.md
new file mode 100644
index 0000000000..b16e8b1277
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 100"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 100
+
+State House district 100 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/101.md b/data/jurisdictions/us/states/ks/districts/house/101.md
new file mode 100644
index 0000000000..a7a11230f5
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 101"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 101
+
+State House district 101 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/102.md b/data/jurisdictions/us/states/ks/districts/house/102.md
new file mode 100644
index 0000000000..0728ef230d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 102"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 102
+
+State House district 102 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/103.md b/data/jurisdictions/us/states/ks/districts/house/103.md
new file mode 100644
index 0000000000..e19eed3789
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 103"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 103
+
+State House district 103 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/104.md b/data/jurisdictions/us/states/ks/districts/house/104.md
new file mode 100644
index 0000000000..4b78d652ab
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 104"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 104
+
+State House district 104 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/105.md b/data/jurisdictions/us/states/ks/districts/house/105.md
new file mode 100644
index 0000000000..93c68ccfdc
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 105"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 105
+
+State House district 105 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/106.md b/data/jurisdictions/us/states/ks/districts/house/106.md
new file mode 100644
index 0000000000..e3c22c7c1b
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 106"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 106
+
+State House district 106 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/107.md b/data/jurisdictions/us/states/ks/districts/house/107.md
new file mode 100644
index 0000000000..6b3929203b
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 107"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 107
+
+State House district 107 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/108.md b/data/jurisdictions/us/states/ks/districts/house/108.md
new file mode 100644
index 0000000000..57460c3e5c
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 108"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 108
+
+State House district 108 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/109.md b/data/jurisdictions/us/states/ks/districts/house/109.md
new file mode 100644
index 0000000000..27d3ae607b
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 109"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 109
+
+State House district 109 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/11.md b/data/jurisdictions/us/states/ks/districts/house/11.md
new file mode 100644
index 0000000000..b013950272
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 11"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 11
+
+State House district 11 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/110.md b/data/jurisdictions/us/states/ks/districts/house/110.md
new file mode 100644
index 0000000000..18a554b2bd
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 110"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 110
+
+State House district 110 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/111.md b/data/jurisdictions/us/states/ks/districts/house/111.md
new file mode 100644
index 0000000000..7593f69787
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 111"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 111
+
+State House district 111 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/112.md b/data/jurisdictions/us/states/ks/districts/house/112.md
new file mode 100644
index 0000000000..38636adbb9
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 112"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 112
+
+State House district 112 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/113.md b/data/jurisdictions/us/states/ks/districts/house/113.md
new file mode 100644
index 0000000000..7b886c2c67
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 113"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 113
+
+State House district 113 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/114.md b/data/jurisdictions/us/states/ks/districts/house/114.md
new file mode 100644
index 0000000000..39b255b665
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 114"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 114
+
+State House district 114 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/115.md b/data/jurisdictions/us/states/ks/districts/house/115.md
new file mode 100644
index 0000000000..2d7a62656a
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 115"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 115
+
+State House district 115 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/116.md b/data/jurisdictions/us/states/ks/districts/house/116.md
new file mode 100644
index 0000000000..59ff9c3830
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 116"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 116
+
+State House district 116 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/117.md b/data/jurisdictions/us/states/ks/districts/house/117.md
new file mode 100644
index 0000000000..9d901dd59e
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 117"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 117
+
+State House district 117 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/118.md b/data/jurisdictions/us/states/ks/districts/house/118.md
new file mode 100644
index 0000000000..e8bdf5ee01
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 118"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 118
+
+State House district 118 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/119.md b/data/jurisdictions/us/states/ks/districts/house/119.md
new file mode 100644
index 0000000000..780e3f81e7
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 119"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 119
+
+State House district 119 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/12.md b/data/jurisdictions/us/states/ks/districts/house/12.md
new file mode 100644
index 0000000000..4a41eb76ef
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 12"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 12
+
+State House district 12 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/120.md b/data/jurisdictions/us/states/ks/districts/house/120.md
new file mode 100644
index 0000000000..a333fb4950
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 120"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 120
+
+State House district 120 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/121.md b/data/jurisdictions/us/states/ks/districts/house/121.md
new file mode 100644
index 0000000000..5fb64c0516
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/121.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 121"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "121"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 121
+
+State House district 121 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/122.md b/data/jurisdictions/us/states/ks/districts/house/122.md
new file mode 100644
index 0000000000..ff85195e80
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/122.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 122"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "122"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 122
+
+State House district 122 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/123.md b/data/jurisdictions/us/states/ks/districts/house/123.md
new file mode 100644
index 0000000000..2c5ded26d6
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/123.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 123"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "123"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 123
+
+State House district 123 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/124.md b/data/jurisdictions/us/states/ks/districts/house/124.md
new file mode 100644
index 0000000000..5eff805a6a
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/124.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 124"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "124"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 124
+
+State House district 124 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/125.md b/data/jurisdictions/us/states/ks/districts/house/125.md
new file mode 100644
index 0000000000..505d6398d4
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/125.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 125"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "125"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 125
+
+State House district 125 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/13.md b/data/jurisdictions/us/states/ks/districts/house/13.md
new file mode 100644
index 0000000000..4356d0a2c3
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 13"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 13
+
+State House district 13 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/14.md b/data/jurisdictions/us/states/ks/districts/house/14.md
new file mode 100644
index 0000000000..a89b5f4bd5
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 14"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 14
+
+State House district 14 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/15.md b/data/jurisdictions/us/states/ks/districts/house/15.md
new file mode 100644
index 0000000000..2967edb724
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 15"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 15
+
+State House district 15 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/16.md b/data/jurisdictions/us/states/ks/districts/house/16.md
new file mode 100644
index 0000000000..f5cd92069e
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 16"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 16
+
+State House district 16 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/17.md b/data/jurisdictions/us/states/ks/districts/house/17.md
new file mode 100644
index 0000000000..05b4410396
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 17"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 17
+
+State House district 17 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/18.md b/data/jurisdictions/us/states/ks/districts/house/18.md
new file mode 100644
index 0000000000..a133e1bb30
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 18"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 18
+
+State House district 18 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/19.md b/data/jurisdictions/us/states/ks/districts/house/19.md
new file mode 100644
index 0000000000..eeb675c5f3
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 19"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 19
+
+State House district 19 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/2.md b/data/jurisdictions/us/states/ks/districts/house/2.md
new file mode 100644
index 0000000000..6a43921180
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 2"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 2
+
+State House district 2 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/20.md b/data/jurisdictions/us/states/ks/districts/house/20.md
new file mode 100644
index 0000000000..adebe01ca7
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 20"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 20
+
+State House district 20 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/21.md b/data/jurisdictions/us/states/ks/districts/house/21.md
new file mode 100644
index 0000000000..e54633d402
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 21"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 21
+
+State House district 21 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/22.md b/data/jurisdictions/us/states/ks/districts/house/22.md
new file mode 100644
index 0000000000..7b38730b32
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 22"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 22
+
+State House district 22 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/23.md b/data/jurisdictions/us/states/ks/districts/house/23.md
new file mode 100644
index 0000000000..feb83533cc
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 23"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 23
+
+State House district 23 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/24.md b/data/jurisdictions/us/states/ks/districts/house/24.md
new file mode 100644
index 0000000000..3621102526
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 24"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 24
+
+State House district 24 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/25.md b/data/jurisdictions/us/states/ks/districts/house/25.md
new file mode 100644
index 0000000000..fbc00f2e97
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 25"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 25
+
+State House district 25 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/26.md b/data/jurisdictions/us/states/ks/districts/house/26.md
new file mode 100644
index 0000000000..df50d7fc2d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 26"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 26
+
+State House district 26 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/27.md b/data/jurisdictions/us/states/ks/districts/house/27.md
new file mode 100644
index 0000000000..004ddb2423
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 27"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 27
+
+State House district 27 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/28.md b/data/jurisdictions/us/states/ks/districts/house/28.md
new file mode 100644
index 0000000000..65c8b5b4ae
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 28"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 28
+
+State House district 28 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/29.md b/data/jurisdictions/us/states/ks/districts/house/29.md
new file mode 100644
index 0000000000..9b24d0ea26
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 29"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 29
+
+State House district 29 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/3.md b/data/jurisdictions/us/states/ks/districts/house/3.md
new file mode 100644
index 0000000000..0e172e80a6
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 3"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 3
+
+State House district 3 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/30.md b/data/jurisdictions/us/states/ks/districts/house/30.md
new file mode 100644
index 0000000000..3f1d69141f
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 30"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 30
+
+State House district 30 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/31.md b/data/jurisdictions/us/states/ks/districts/house/31.md
new file mode 100644
index 0000000000..4990df5b3c
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 31"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 31
+
+State House district 31 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/32.md b/data/jurisdictions/us/states/ks/districts/house/32.md
new file mode 100644
index 0000000000..a4c4df07ff
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 32"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 32
+
+State House district 32 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/33.md b/data/jurisdictions/us/states/ks/districts/house/33.md
new file mode 100644
index 0000000000..d1751cdf51
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 33"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 33
+
+State House district 33 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/34.md b/data/jurisdictions/us/states/ks/districts/house/34.md
new file mode 100644
index 0000000000..991a6fa1a6
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 34"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 34
+
+State House district 34 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/35.md b/data/jurisdictions/us/states/ks/districts/house/35.md
new file mode 100644
index 0000000000..fbe27bf030
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 35"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 35
+
+State House district 35 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/36.md b/data/jurisdictions/us/states/ks/districts/house/36.md
new file mode 100644
index 0000000000..129fa855cd
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 36"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 36
+
+State House district 36 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/37.md b/data/jurisdictions/us/states/ks/districts/house/37.md
new file mode 100644
index 0000000000..5dd061e17e
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 37"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 37
+
+State House district 37 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/38.md b/data/jurisdictions/us/states/ks/districts/house/38.md
new file mode 100644
index 0000000000..31f30a045b
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 38"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 38
+
+State House district 38 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/39.md b/data/jurisdictions/us/states/ks/districts/house/39.md
new file mode 100644
index 0000000000..8a362cb001
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 39"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 39
+
+State House district 39 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/4.md b/data/jurisdictions/us/states/ks/districts/house/4.md
new file mode 100644
index 0000000000..b43c3e1fd3
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 4"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 4
+
+State House district 4 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/40.md b/data/jurisdictions/us/states/ks/districts/house/40.md
new file mode 100644
index 0000000000..3bc9233d5d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 40"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 40
+
+State House district 40 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/41.md b/data/jurisdictions/us/states/ks/districts/house/41.md
new file mode 100644
index 0000000000..41115b853e
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 41"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 41
+
+State House district 41 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/42.md b/data/jurisdictions/us/states/ks/districts/house/42.md
new file mode 100644
index 0000000000..02966f3aa0
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 42"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 42
+
+State House district 42 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/43.md b/data/jurisdictions/us/states/ks/districts/house/43.md
new file mode 100644
index 0000000000..1ecd5e17fa
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 43"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 43
+
+State House district 43 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/44.md b/data/jurisdictions/us/states/ks/districts/house/44.md
new file mode 100644
index 0000000000..7b8ec5716e
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 44"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 44
+
+State House district 44 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/45.md b/data/jurisdictions/us/states/ks/districts/house/45.md
new file mode 100644
index 0000000000..f55aa566d1
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 45"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 45
+
+State House district 45 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/46.md b/data/jurisdictions/us/states/ks/districts/house/46.md
new file mode 100644
index 0000000000..9acce134e7
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 46"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 46
+
+State House district 46 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/47.md b/data/jurisdictions/us/states/ks/districts/house/47.md
new file mode 100644
index 0000000000..9c30d81079
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 47"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 47
+
+State House district 47 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/48.md b/data/jurisdictions/us/states/ks/districts/house/48.md
new file mode 100644
index 0000000000..9b2bda64bf
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 48"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 48
+
+State House district 48 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/49.md b/data/jurisdictions/us/states/ks/districts/house/49.md
new file mode 100644
index 0000000000..19c0e0bb67
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 49"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 49
+
+State House district 49 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/5.md b/data/jurisdictions/us/states/ks/districts/house/5.md
new file mode 100644
index 0000000000..43fc0a7296
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 5"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 5
+
+State House district 5 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/50.md b/data/jurisdictions/us/states/ks/districts/house/50.md
new file mode 100644
index 0000000000..251f68c81d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 50"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 50
+
+State House district 50 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/51.md b/data/jurisdictions/us/states/ks/districts/house/51.md
new file mode 100644
index 0000000000..216ca3a20c
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 51"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 51
+
+State House district 51 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/52.md b/data/jurisdictions/us/states/ks/districts/house/52.md
new file mode 100644
index 0000000000..b283d20405
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 52"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 52
+
+State House district 52 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/53.md b/data/jurisdictions/us/states/ks/districts/house/53.md
new file mode 100644
index 0000000000..4835a4f0ff
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 53"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 53
+
+State House district 53 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/54.md b/data/jurisdictions/us/states/ks/districts/house/54.md
new file mode 100644
index 0000000000..d7294dc0f2
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 54"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 54
+
+State House district 54 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/55.md b/data/jurisdictions/us/states/ks/districts/house/55.md
new file mode 100644
index 0000000000..2f9f975bf6
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 55"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 55
+
+State House district 55 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/56.md b/data/jurisdictions/us/states/ks/districts/house/56.md
new file mode 100644
index 0000000000..575991e7c7
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 56"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 56
+
+State House district 56 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/57.md b/data/jurisdictions/us/states/ks/districts/house/57.md
new file mode 100644
index 0000000000..f8c106176f
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 57"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 57
+
+State House district 57 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/58.md b/data/jurisdictions/us/states/ks/districts/house/58.md
new file mode 100644
index 0000000000..2142de54e3
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 58"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 58
+
+State House district 58 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/59.md b/data/jurisdictions/us/states/ks/districts/house/59.md
new file mode 100644
index 0000000000..858aef08d0
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 59"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 59
+
+State House district 59 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/6.md b/data/jurisdictions/us/states/ks/districts/house/6.md
new file mode 100644
index 0000000000..f01c66662b
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 6"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 6
+
+State House district 6 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/60.md b/data/jurisdictions/us/states/ks/districts/house/60.md
new file mode 100644
index 0000000000..5030fd4ad2
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 60"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 60
+
+State House district 60 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/61.md b/data/jurisdictions/us/states/ks/districts/house/61.md
new file mode 100644
index 0000000000..9860afb28a
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 61"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 61
+
+State House district 61 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/62.md b/data/jurisdictions/us/states/ks/districts/house/62.md
new file mode 100644
index 0000000000..396eb34a2e
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 62"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 62
+
+State House district 62 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/63.md b/data/jurisdictions/us/states/ks/districts/house/63.md
new file mode 100644
index 0000000000..c8d7d2a856
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 63"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 63
+
+State House district 63 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/64.md b/data/jurisdictions/us/states/ks/districts/house/64.md
new file mode 100644
index 0000000000..11e4f5aad1
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 64"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 64
+
+State House district 64 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/65.md b/data/jurisdictions/us/states/ks/districts/house/65.md
new file mode 100644
index 0000000000..b14c4c46b2
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 65"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 65
+
+State House district 65 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/66.md b/data/jurisdictions/us/states/ks/districts/house/66.md
new file mode 100644
index 0000000000..bc36e777a7
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 66"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 66
+
+State House district 66 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/67.md b/data/jurisdictions/us/states/ks/districts/house/67.md
new file mode 100644
index 0000000000..b1086b4042
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 67"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 67
+
+State House district 67 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/68.md b/data/jurisdictions/us/states/ks/districts/house/68.md
new file mode 100644
index 0000000000..7c81c1eb19
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 68"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 68
+
+State House district 68 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/69.md b/data/jurisdictions/us/states/ks/districts/house/69.md
new file mode 100644
index 0000000000..d94be758eb
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 69"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 69
+
+State House district 69 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/7.md b/data/jurisdictions/us/states/ks/districts/house/7.md
new file mode 100644
index 0000000000..dc214e2963
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 7"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 7
+
+State House district 7 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/70.md b/data/jurisdictions/us/states/ks/districts/house/70.md
new file mode 100644
index 0000000000..131a1aa4e9
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 70"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 70
+
+State House district 70 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/71.md b/data/jurisdictions/us/states/ks/districts/house/71.md
new file mode 100644
index 0000000000..bf2153e564
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 71"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 71
+
+State House district 71 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/72.md b/data/jurisdictions/us/states/ks/districts/house/72.md
new file mode 100644
index 0000000000..2d009375af
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 72"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 72
+
+State House district 72 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/73.md b/data/jurisdictions/us/states/ks/districts/house/73.md
new file mode 100644
index 0000000000..e74f21eaac
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 73"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 73
+
+State House district 73 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/74.md b/data/jurisdictions/us/states/ks/districts/house/74.md
new file mode 100644
index 0000000000..0756177af2
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 74"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 74
+
+State House district 74 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/75.md b/data/jurisdictions/us/states/ks/districts/house/75.md
new file mode 100644
index 0000000000..12a3e697e2
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 75"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 75
+
+State House district 75 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/76.md b/data/jurisdictions/us/states/ks/districts/house/76.md
new file mode 100644
index 0000000000..ff78b17a89
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 76"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 76
+
+State House district 76 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/77.md b/data/jurisdictions/us/states/ks/districts/house/77.md
new file mode 100644
index 0000000000..c8d881bd15
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 77"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 77
+
+State House district 77 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/78.md b/data/jurisdictions/us/states/ks/districts/house/78.md
new file mode 100644
index 0000000000..7e7dc6748b
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 78"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 78
+
+State House district 78 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/79.md b/data/jurisdictions/us/states/ks/districts/house/79.md
new file mode 100644
index 0000000000..8061cbeff8
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 79"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 79
+
+State House district 79 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/8.md b/data/jurisdictions/us/states/ks/districts/house/8.md
new file mode 100644
index 0000000000..954c88960e
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 8"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 8
+
+State House district 8 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/80.md b/data/jurisdictions/us/states/ks/districts/house/80.md
new file mode 100644
index 0000000000..7be02fbd8c
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 80"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 80
+
+State House district 80 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/81.md b/data/jurisdictions/us/states/ks/districts/house/81.md
new file mode 100644
index 0000000000..cc4594d490
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 81"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 81
+
+State House district 81 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/82.md b/data/jurisdictions/us/states/ks/districts/house/82.md
new file mode 100644
index 0000000000..38e4a0d149
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 82"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 82
+
+State House district 82 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/83.md b/data/jurisdictions/us/states/ks/districts/house/83.md
new file mode 100644
index 0000000000..b9d2894ca7
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 83"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 83
+
+State House district 83 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/84.md b/data/jurisdictions/us/states/ks/districts/house/84.md
new file mode 100644
index 0000000000..c984b749fe
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 84"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 84
+
+State House district 84 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/85.md b/data/jurisdictions/us/states/ks/districts/house/85.md
new file mode 100644
index 0000000000..ce3e7ab889
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 85"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 85
+
+State House district 85 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/86.md b/data/jurisdictions/us/states/ks/districts/house/86.md
new file mode 100644
index 0000000000..0e3019808f
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 86"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 86
+
+State House district 86 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/87.md b/data/jurisdictions/us/states/ks/districts/house/87.md
new file mode 100644
index 0000000000..b021ec2755
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 87"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 87
+
+State House district 87 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/88.md b/data/jurisdictions/us/states/ks/districts/house/88.md
new file mode 100644
index 0000000000..a5b1998993
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 88"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 88
+
+State House district 88 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/89.md b/data/jurisdictions/us/states/ks/districts/house/89.md
new file mode 100644
index 0000000000..e146ab8b2a
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 89"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 89
+
+State House district 89 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/9.md b/data/jurisdictions/us/states/ks/districts/house/9.md
new file mode 100644
index 0000000000..3e1138b665
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 9"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 9
+
+State House district 9 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/90.md b/data/jurisdictions/us/states/ks/districts/house/90.md
new file mode 100644
index 0000000000..969445f473
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 90"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 90
+
+State House district 90 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/91.md b/data/jurisdictions/us/states/ks/districts/house/91.md
new file mode 100644
index 0000000000..927dc436a6
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 91"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 91
+
+State House district 91 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/92.md b/data/jurisdictions/us/states/ks/districts/house/92.md
new file mode 100644
index 0000000000..fcc641a9d9
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 92"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 92
+
+State House district 92 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/93.md b/data/jurisdictions/us/states/ks/districts/house/93.md
new file mode 100644
index 0000000000..4e46a2451f
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 93"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 93
+
+State House district 93 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/94.md b/data/jurisdictions/us/states/ks/districts/house/94.md
new file mode 100644
index 0000000000..fbce22ad24
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 94"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 94
+
+State House district 94 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/95.md b/data/jurisdictions/us/states/ks/districts/house/95.md
new file mode 100644
index 0000000000..6f9294f020
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 95"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 95
+
+State House district 95 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/96.md b/data/jurisdictions/us/states/ks/districts/house/96.md
new file mode 100644
index 0000000000..eae35aa05d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 96"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 96
+
+State House district 96 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/97.md b/data/jurisdictions/us/states/ks/districts/house/97.md
new file mode 100644
index 0000000000..a25c73700c
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 97"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 97
+
+State House district 97 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/98.md b/data/jurisdictions/us/states/ks/districts/house/98.md
new file mode 100644
index 0000000000..ce03e3073d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 98"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 98
+
+State House district 98 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/house/99.md b/data/jurisdictions/us/states/ks/districts/house/99.md
new file mode 100644
index 0000000000..5efdcaf925
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS House District 99"
+classification: state-house-district
+state: "KS"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS House District 99
+
+State House district 99 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/1.md b/data/jurisdictions/us/states/ks/districts/senate/1.md
new file mode 100644
index 0000000000..4e682f70a7
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 1"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 1
+
+State Senate district 1 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/10.md b/data/jurisdictions/us/states/ks/districts/senate/10.md
new file mode 100644
index 0000000000..c600102d46
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 10"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 10
+
+State Senate district 10 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/11.md b/data/jurisdictions/us/states/ks/districts/senate/11.md
new file mode 100644
index 0000000000..d886b491b9
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 11"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 11
+
+State Senate district 11 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/12.md b/data/jurisdictions/us/states/ks/districts/senate/12.md
new file mode 100644
index 0000000000..32c32741b4
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 12"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 12
+
+State Senate district 12 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/13.md b/data/jurisdictions/us/states/ks/districts/senate/13.md
new file mode 100644
index 0000000000..6fefd94f30
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 13"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 13
+
+State Senate district 13 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/14.md b/data/jurisdictions/us/states/ks/districts/senate/14.md
new file mode 100644
index 0000000000..22faa890b1
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 14"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 14
+
+State Senate district 14 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/15.md b/data/jurisdictions/us/states/ks/districts/senate/15.md
new file mode 100644
index 0000000000..401fbef987
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 15"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 15
+
+State Senate district 15 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/16.md b/data/jurisdictions/us/states/ks/districts/senate/16.md
new file mode 100644
index 0000000000..0303e6ad71
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 16"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 16
+
+State Senate district 16 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/17.md b/data/jurisdictions/us/states/ks/districts/senate/17.md
new file mode 100644
index 0000000000..9530a30108
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 17"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 17
+
+State Senate district 17 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/18.md b/data/jurisdictions/us/states/ks/districts/senate/18.md
new file mode 100644
index 0000000000..2213ec6d35
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 18"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 18
+
+State Senate district 18 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/19.md b/data/jurisdictions/us/states/ks/districts/senate/19.md
new file mode 100644
index 0000000000..067870f37d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 19"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 19
+
+State Senate district 19 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/2.md b/data/jurisdictions/us/states/ks/districts/senate/2.md
new file mode 100644
index 0000000000..d39e7ecded
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 2"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 2
+
+State Senate district 2 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/20.md b/data/jurisdictions/us/states/ks/districts/senate/20.md
new file mode 100644
index 0000000000..55d591f0dd
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 20"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 20
+
+State Senate district 20 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/21.md b/data/jurisdictions/us/states/ks/districts/senate/21.md
new file mode 100644
index 0000000000..b9b5a6def3
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 21"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 21
+
+State Senate district 21 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/22.md b/data/jurisdictions/us/states/ks/districts/senate/22.md
new file mode 100644
index 0000000000..e6f052046d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 22"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 22
+
+State Senate district 22 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/23.md b/data/jurisdictions/us/states/ks/districts/senate/23.md
new file mode 100644
index 0000000000..e119859d29
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 23"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 23
+
+State Senate district 23 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/24.md b/data/jurisdictions/us/states/ks/districts/senate/24.md
new file mode 100644
index 0000000000..7fb514271a
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 24"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 24
+
+State Senate district 24 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/25.md b/data/jurisdictions/us/states/ks/districts/senate/25.md
new file mode 100644
index 0000000000..391f2230c9
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 25"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 25
+
+State Senate district 25 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/26.md b/data/jurisdictions/us/states/ks/districts/senate/26.md
new file mode 100644
index 0000000000..d8e066a618
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 26"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 26
+
+State Senate district 26 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/27.md b/data/jurisdictions/us/states/ks/districts/senate/27.md
new file mode 100644
index 0000000000..b898c8a4be
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 27"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 27
+
+State Senate district 27 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/28.md b/data/jurisdictions/us/states/ks/districts/senate/28.md
new file mode 100644
index 0000000000..3a324f11a3
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 28"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 28
+
+State Senate district 28 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/29.md b/data/jurisdictions/us/states/ks/districts/senate/29.md
new file mode 100644
index 0000000000..4781c056d7
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 29"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 29
+
+State Senate district 29 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/3.md b/data/jurisdictions/us/states/ks/districts/senate/3.md
new file mode 100644
index 0000000000..4970db4c1d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 3"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 3
+
+State Senate district 3 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/30.md b/data/jurisdictions/us/states/ks/districts/senate/30.md
new file mode 100644
index 0000000000..0cd880ece4
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 30"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 30
+
+State Senate district 30 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/31.md b/data/jurisdictions/us/states/ks/districts/senate/31.md
new file mode 100644
index 0000000000..60f20aee2a
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 31"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 31
+
+State Senate district 31 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/32.md b/data/jurisdictions/us/states/ks/districts/senate/32.md
new file mode 100644
index 0000000000..abc3254c74
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 32"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 32
+
+State Senate district 32 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/33.md b/data/jurisdictions/us/states/ks/districts/senate/33.md
new file mode 100644
index 0000000000..956c7f16ef
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 33"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 33
+
+State Senate district 33 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/34.md b/data/jurisdictions/us/states/ks/districts/senate/34.md
new file mode 100644
index 0000000000..d1d25ac9aa
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 34"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 34
+
+State Senate district 34 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/35.md b/data/jurisdictions/us/states/ks/districts/senate/35.md
new file mode 100644
index 0000000000..0b9cdb3119
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 35"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 35
+
+State Senate district 35 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/36.md b/data/jurisdictions/us/states/ks/districts/senate/36.md
new file mode 100644
index 0000000000..3a130a64fd
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 36"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 36
+
+State Senate district 36 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/37.md b/data/jurisdictions/us/states/ks/districts/senate/37.md
new file mode 100644
index 0000000000..88b88f53c5
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 37"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 37
+
+State Senate district 37 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/38.md b/data/jurisdictions/us/states/ks/districts/senate/38.md
new file mode 100644
index 0000000000..e2f1be6a28
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 38"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 38
+
+State Senate district 38 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/39.md b/data/jurisdictions/us/states/ks/districts/senate/39.md
new file mode 100644
index 0000000000..40be86dd7e
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 39"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 39
+
+State Senate district 39 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/4.md b/data/jurisdictions/us/states/ks/districts/senate/4.md
new file mode 100644
index 0000000000..9339d768ef
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 4"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 4
+
+State Senate district 4 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/40.md b/data/jurisdictions/us/states/ks/districts/senate/40.md
new file mode 100644
index 0000000000..5c829489de
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 40"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 40
+
+State Senate district 40 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/5.md b/data/jurisdictions/us/states/ks/districts/senate/5.md
new file mode 100644
index 0000000000..5514bc3b4d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 5"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 5
+
+State Senate district 5 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/6.md b/data/jurisdictions/us/states/ks/districts/senate/6.md
new file mode 100644
index 0000000000..6ff17b1ea5
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 6"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 6
+
+State Senate district 6 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/7.md b/data/jurisdictions/us/states/ks/districts/senate/7.md
new file mode 100644
index 0000000000..bc2d0fb2cd
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 7"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 7
+
+State Senate district 7 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/8.md b/data/jurisdictions/us/states/ks/districts/senate/8.md
new file mode 100644
index 0000000000..6f4c93ae5d
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 8"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 8
+
+State Senate district 8 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/districts/senate/9.md b/data/jurisdictions/us/states/ks/districts/senate/9.md
new file mode 100644
index 0000000000..4b00caea69
--- /dev/null
+++ b/data/jurisdictions/us/states/ks/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KS Senate District 9"
+classification: state-senate-district
+state: "KS"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ks]
+timestamp: "2026-07-03"
+---
+
+# KS Senate District 9
+
+State Senate district 9 (KS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ks/people/abi-boatman.md b/data/jurisdictions/us/states/ks/people/abi-boatman.md
index e4ef447171..ab0df530be 100644
--- a/data/jurisdictions/us/states/ks/people/abi-boatman.md
+++ b/data/jurisdictions/us/states/ks/people/abi-boatman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 86"
+represents: "us/states/ks/districts/house/86"
 tenure:
   start: "2026-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 86 (KS State House of Representatives District 86).
 
+Represents [KS State House of Representatives District 86](/us/states/ks/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/adam-smith.md b/data/jurisdictions/us/states/ks/people/adam-smith.md
index 68c8b87d9a..821455c0e4 100644
--- a/data/jurisdictions/us/states/ks/people/adam-smith.md
+++ b/data/jurisdictions/us/states/ks/people/adam-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 120"
+represents: "us/states/ks/districts/house/120"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 120 (KS State House of Representatives District 120).
 
+Represents [KS State House of Representatives District 120](/us/states/ks/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/adam-thomas.md b/data/jurisdictions/us/states/ks/people/adam-thomas.md
index 51dd154a9a..054630dd0d 100644
--- a/data/jurisdictions/us/states/ks/people/adam-thomas.md
+++ b/data/jurisdictions/us/states/ks/people/adam-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 23"
+represents: "us/states/ks/districts/senate/23"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 23 (KS State Senate District 23).
 
+Represents [KS State Senate District 23](/us/states/ks/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/adam-turk.md b/data/jurisdictions/us/states/ks/people/adam-turk.md
index 4318ba4fab..fa72a896dc 100644
--- a/data/jurisdictions/us/states/ks/people/adam-turk.md
+++ b/data/jurisdictions/us/states/ks/people/adam-turk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 117"
+represents: "us/states/ks/districts/house/117"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 117 (KS State House of Representatives District 117).
 
+Represents [KS State House of Representatives District 117](/us/states/ks/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/alexis-simmons.md b/data/jurisdictions/us/states/ks/people/alexis-simmons.md
index 15869333ab..28e6fb9c8a 100644
--- a/data/jurisdictions/us/states/ks/people/alexis-simmons.md
+++ b/data/jurisdictions/us/states/ks/people/alexis-simmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 58"
+represents: "us/states/ks/districts/house/58"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 58 (KS State House of Representatives District 58).
 
+Represents [KS State House of Representatives District 58](/us/states/ks/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/allen-reavis.md b/data/jurisdictions/us/states/ks/people/allen-reavis.md
index 516d370345..6996907191 100644
--- a/data/jurisdictions/us/states/ks/people/allen-reavis.md
+++ b/data/jurisdictions/us/states/ks/people/allen-reavis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 63"
+represents: "us/states/ks/districts/house/63"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 63 (KS State House of Representatives District 63).
 
+Represents [KS State House of Representatives District 63](/us/states/ks/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/angel-roeser.md b/data/jurisdictions/us/states/ks/people/angel-roeser.md
index 730036f1e9..59d9a95593 100644
--- a/data/jurisdictions/us/states/ks/people/angel-roeser.md
+++ b/data/jurisdictions/us/states/ks/people/angel-roeser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 67"
+represents: "us/states/ks/districts/house/67"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 67 (KS State House of Representatives District 67).
 
+Represents [KS State House of Representatives District 67](/us/states/ks/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/angela-martinez.md b/data/jurisdictions/us/states/ks/people/angela-martinez.md
index 1d1b064004..aa8fded6a8 100644
--- a/data/jurisdictions/us/states/ks/people/angela-martinez.md
+++ b/data/jurisdictions/us/states/ks/people/angela-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 103"
+represents: "us/states/ks/districts/house/103"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 103 (KS State House of Representatives District 103).
 
+Represents [KS State House of Representatives District 103](/us/states/ks/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/angela-stiens.md b/data/jurisdictions/us/states/ks/people/angela-stiens.md
index df437c3984..d502af7f0f 100644
--- a/data/jurisdictions/us/states/ks/people/angela-stiens.md
+++ b/data/jurisdictions/us/states/ks/people/angela-stiens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 39"
+represents: "us/states/ks/districts/house/39"
 tenure:
   start: "2024-03-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 39 (KS State House of Representatives District 39).
 
+Represents [KS State House of Representatives District 39](/us/states/ks/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/avery-anderson.md b/data/jurisdictions/us/states/ks/people/avery-anderson.md
index 66e024f507..f44a8b5cf6 100644
--- a/data/jurisdictions/us/states/ks/people/avery-anderson.md
+++ b/data/jurisdictions/us/states/ks/people/avery-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 72"
+represents: "us/states/ks/districts/house/72"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 72 (KS State House of Representatives District 72).
 
+Represents [KS State House of Representatives District 72](/us/states/ks/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/barb-wasinger.md b/data/jurisdictions/us/states/ks/people/barb-wasinger.md
index 4c2d5f9288..8195865883 100644
--- a/data/jurisdictions/us/states/ks/people/barb-wasinger.md
+++ b/data/jurisdictions/us/states/ks/people/barb-wasinger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 111"
+represents: "us/states/ks/districts/house/111"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 111 (KS State House of Representatives District 111).
 
+Represents [KS State House of Representatives District 111](/us/states/ks/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/barbara-ballard.md b/data/jurisdictions/us/states/ks/people/barbara-ballard.md
index a8998e226f..912e9b0ac7 100644
--- a/data/jurisdictions/us/states/ks/people/barbara-ballard.md
+++ b/data/jurisdictions/us/states/ks/people/barbara-ballard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 44"
+represents: "us/states/ks/districts/house/44"
 tenure:
   start: "1993-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 44 (KS State House of Representatives District 44).
 
+Represents [KS State House of Representatives District 44](/us/states/ks/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/beverly-gossage.md b/data/jurisdictions/us/states/ks/people/beverly-gossage.md
index 2644aa75d0..98efe307eb 100644
--- a/data/jurisdictions/us/states/ks/people/beverly-gossage.md
+++ b/data/jurisdictions/us/states/ks/people/beverly-gossage.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 9"
+represents: "us/states/ks/districts/senate/9"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 9 (KS State Senate District 9).
 
+Represents [KS State Senate District 9](/us/states/ks/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/bill-bloom.md b/data/jurisdictions/us/states/ks/people/bill-bloom.md
index d00fdba1ce..20823c752b 100644
--- a/data/jurisdictions/us/states/ks/people/bill-bloom.md
+++ b/data/jurisdictions/us/states/ks/people/bill-bloom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 64"
+represents: "us/states/ks/districts/house/64"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 64 (KS State House of Representatives District 64).
 
+Represents [KS State House of Representatives District 64](/us/states/ks/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/bill-clifford.md b/data/jurisdictions/us/states/ks/people/bill-clifford.md
index e03dc92a88..6b8e818c8d 100644
--- a/data/jurisdictions/us/states/ks/people/bill-clifford.md
+++ b/data/jurisdictions/us/states/ks/people/bill-clifford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 39"
+represents: "us/states/ks/districts/senate/39"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 39 (KS State Senate District 39).
 
+Represents [KS State Senate District 39](/us/states/ks/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/bill-rhiley.md b/data/jurisdictions/us/states/ks/people/bill-rhiley.md
index 1df52238fb..91e8a69e5e 100644
--- a/data/jurisdictions/us/states/ks/people/bill-rhiley.md
+++ b/data/jurisdictions/us/states/ks/people/bill-rhiley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 80"
+represents: "us/states/ks/districts/house/80"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 80 (KS State House of Representatives District 80).
 
+Represents [KS State House of Representatives District 80](/us/states/ks/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/bill-sutton.md b/data/jurisdictions/us/states/ks/people/bill-sutton.md
index 3fce42f19b..c75396e81c 100644
--- a/data/jurisdictions/us/states/ks/people/bill-sutton.md
+++ b/data/jurisdictions/us/states/ks/people/bill-sutton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 43"
+represents: "us/states/ks/districts/house/43"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 43 (KS State House of Representatives District 43).
 
+Represents [KS State House of Representatives District 43](/us/states/ks/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/blake-carpenter.md b/data/jurisdictions/us/states/ks/people/blake-carpenter.md
index 6cb284470a..09afb0bdb0 100644
--- a/data/jurisdictions/us/states/ks/people/blake-carpenter.md
+++ b/data/jurisdictions/us/states/ks/people/blake-carpenter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 81"
+represents: "us/states/ks/districts/house/81"
 tenure:
   start: "2022-05-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 81 (KS State House of Representatives District 81).
 
+Represents [KS State House of Representatives District 81](/us/states/ks/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/bob-lewis.md b/data/jurisdictions/us/states/ks/people/bob-lewis.md
index c0ac0ecec8..d7c04da1ee 100644
--- a/data/jurisdictions/us/states/ks/people/bob-lewis.md
+++ b/data/jurisdictions/us/states/ks/people/bob-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 123"
+represents: "us/states/ks/districts/house/123"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 123 (KS State House of Representatives District 123).
 
+Represents [KS State House of Representatives District 123](/us/states/ks/districts/house/123.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/brad-barrett.md b/data/jurisdictions/us/states/ks/people/brad-barrett.md
index ceb56b2423..1c3130c1d1 100644
--- a/data/jurisdictions/us/states/ks/people/brad-barrett.md
+++ b/data/jurisdictions/us/states/ks/people/brad-barrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 76"
+represents: "us/states/ks/districts/house/76"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 76 (KS State House of Representatives District 76).
 
+Represents [KS State House of Representatives District 76](/us/states/ks/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/brad-starnes.md b/data/jurisdictions/us/states/ks/people/brad-starnes.md
index bd4a5ce439..8b51c56774 100644
--- a/data/jurisdictions/us/states/ks/people/brad-starnes.md
+++ b/data/jurisdictions/us/states/ks/people/brad-starnes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 22"
+represents: "us/states/ks/districts/senate/22"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 22 (KS State Senate District 22).
 
+Represents [KS State Senate District 22](/us/states/ks/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/brandon-woodard.md b/data/jurisdictions/us/states/ks/people/brandon-woodard.md
index 1ea2133df6..7bac8b79ee 100644
--- a/data/jurisdictions/us/states/ks/people/brandon-woodard.md
+++ b/data/jurisdictions/us/states/ks/people/brandon-woodard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 108"
+represents: "us/states/ks/districts/house/108"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 108 (KS State House of Representatives District 108).
 
+Represents [KS State House of Representatives District 108](/us/states/ks/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/brenda-dietrich.md b/data/jurisdictions/us/states/ks/people/brenda-dietrich.md
index af84abc5d8..31285a45f9 100644
--- a/data/jurisdictions/us/states/ks/people/brenda-dietrich.md
+++ b/data/jurisdictions/us/states/ks/people/brenda-dietrich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 20"
+represents: "us/states/ks/districts/senate/20"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 20 (KS State Senate District 20).
 
+Represents [KS State Senate District 20](/us/states/ks/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/brett-fairchild.md b/data/jurisdictions/us/states/ks/people/brett-fairchild.md
index 1a095f71ac..cc6bceccf6 100644
--- a/data/jurisdictions/us/states/ks/people/brett-fairchild.md
+++ b/data/jurisdictions/us/states/ks/people/brett-fairchild.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 113"
+represents: "us/states/ks/districts/house/113"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 113 (KS State House of Representatives District 113).
 
+Represents [KS State House of Representatives District 113](/us/states/ks/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/brian-bergkamp.md b/data/jurisdictions/us/states/ks/people/brian-bergkamp.md
index 3fe82865b1..afbf7a0cbe 100644
--- a/data/jurisdictions/us/states/ks/people/brian-bergkamp.md
+++ b/data/jurisdictions/us/states/ks/people/brian-bergkamp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 93"
+represents: "us/states/ks/districts/house/93"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 93 (KS State House of Representatives District 93).
 
+Represents [KS State House of Representatives District 93](/us/states/ks/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/brooklynne-mosley.md b/data/jurisdictions/us/states/ks/people/brooklynne-mosley.md
index 701de43dac..0ee99af779 100644
--- a/data/jurisdictions/us/states/ks/people/brooklynne-mosley.md
+++ b/data/jurisdictions/us/states/ks/people/brooklynne-mosley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 46"
+represents: "us/states/ks/districts/house/46"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 46 (KS State House of Representatives District 46).
 
+Represents [KS State House of Representatives District 46](/us/states/ks/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/carl-turner.md b/data/jurisdictions/us/states/ks/people/carl-turner.md
index c99a491547..c63f242eaf 100644
--- a/data/jurisdictions/us/states/ks/people/carl-turner.md
+++ b/data/jurisdictions/us/states/ks/people/carl-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 28"
+represents: "us/states/ks/districts/house/28"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 28 (KS State House of Representatives District 28).
 
+Represents [KS State House of Representatives District 28](/us/states/ks/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/carolyn-caiharr.md b/data/jurisdictions/us/states/ks/people/carolyn-caiharr.md
index c2c1ae8cf3..6ec5395db0 100644
--- a/data/jurisdictions/us/states/ks/people/carolyn-caiharr.md
+++ b/data/jurisdictions/us/states/ks/people/carolyn-caiharr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 33"
+represents: "us/states/ks/districts/house/33"
 tenure:
   start: "2025-09-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 33 (KS State House of Representatives District 33).
 
+Represents [KS State House of Representatives District 33](/us/states/ks/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/caryn-tyson.md b/data/jurisdictions/us/states/ks/people/caryn-tyson.md
index 5add34032d..192af09bd2 100644
--- a/data/jurisdictions/us/states/ks/people/caryn-tyson.md
+++ b/data/jurisdictions/us/states/ks/people/caryn-tyson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 12"
+represents: "us/states/ks/districts/senate/12"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 12 (KS State Senate District 12).
 
+Represents [KS State Senate District 12](/us/states/ks/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/charlotte-esau.md b/data/jurisdictions/us/states/ks/people/charlotte-esau.md
index dd9e7b5f6d..3e49f2b087 100644
--- a/data/jurisdictions/us/states/ks/people/charlotte-esau.md
+++ b/data/jurisdictions/us/states/ks/people/charlotte-esau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 14"
+represents: "us/states/ks/districts/house/14"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 14 (KS State House of Representatives District 14).
 
+Represents [KS State House of Representatives District 14](/us/states/ks/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/chase-blasi.md b/data/jurisdictions/us/states/ks/people/chase-blasi.md
index 4c0c08ee48..0548887f79 100644
--- a/data/jurisdictions/us/states/ks/people/chase-blasi.md
+++ b/data/jurisdictions/us/states/ks/people/chase-blasi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 26"
+represents: "us/states/ks/districts/senate/26"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 26 (KS State Senate District 26).
 
+Represents [KS State Senate District 26](/us/states/ks/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/chip-vanhouden.md b/data/jurisdictions/us/states/ks/people/chip-vanhouden.md
index fe0c14853f..f634e5a6a1 100644
--- a/data/jurisdictions/us/states/ks/people/chip-vanhouden.md
+++ b/data/jurisdictions/us/states/ks/people/chip-vanhouden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 26"
+represents: "us/states/ks/districts/house/26"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 26 (KS State House of Representatives District 26).
 
+Represents [KS State House of Representatives District 26](/us/states/ks/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/chris-croft.md b/data/jurisdictions/us/states/ks/people/chris-croft.md
index f9fbbccde6..076d1470a4 100644
--- a/data/jurisdictions/us/states/ks/people/chris-croft.md
+++ b/data/jurisdictions/us/states/ks/people/chris-croft.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 8"
+represents: "us/states/ks/districts/house/8"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 8 (KS State House of Representatives District 8).
 
+Represents [KS State House of Representatives District 8](/us/states/ks/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/chuck-smith.md b/data/jurisdictions/us/states/ks/people/chuck-smith.md
index e5594af87e..c9e2142fc7 100644
--- a/data/jurisdictions/us/states/ks/people/chuck-smith.md
+++ b/data/jurisdictions/us/states/ks/people/chuck-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 3"
+represents: "us/states/ks/districts/house/3"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 3 (KS State House of Representatives District 3).
 
+Represents [KS State House of Representatives District 3](/us/states/ks/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/cindy-holscher.md b/data/jurisdictions/us/states/ks/people/cindy-holscher.md
index 8b75b0be94..63323eb164 100644
--- a/data/jurisdictions/us/states/ks/people/cindy-holscher.md
+++ b/data/jurisdictions/us/states/ks/people/cindy-holscher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 8"
+represents: "us/states/ks/districts/senate/8"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 8 (KS State Senate District 8).
 
+Represents [KS State Senate District 8](/us/states/ks/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/cindy-neighbor.md b/data/jurisdictions/us/states/ks/people/cindy-neighbor.md
index e01146441c..dfee78ef11 100644
--- a/data/jurisdictions/us/states/ks/people/cindy-neighbor.md
+++ b/data/jurisdictions/us/states/ks/people/cindy-neighbor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 18"
+represents: "us/states/ks/districts/house/18"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 18 (KS State House of Representatives District 18).
 
+Represents [KS State House of Representatives District 18](/us/states/ks/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/clarke-sanders.md b/data/jurisdictions/us/states/ks/people/clarke-sanders.md
index 944f209bde..79bf9a8bb8 100644
--- a/data/jurisdictions/us/states/ks/people/clarke-sanders.md
+++ b/data/jurisdictions/us/states/ks/people/clarke-sanders.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 69"
+represents: "us/states/ks/districts/house/69"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 69 (KS State House of Representatives District 69).
 
+Represents [KS State House of Representatives District 69](/us/states/ks/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/courtney-sappington.md b/data/jurisdictions/us/states/ks/people/courtney-sappington.md
index 76329eda44..a7f030063c 100644
--- a/data/jurisdictions/us/states/ks/people/courtney-sappington.md
+++ b/data/jurisdictions/us/states/ks/people/courtney-sappington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 5"
+represents: "us/states/ks/districts/house/5"
 tenure:
   start: "2025-10-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 5 (KS State House of Representatives District 5).
 
+Represents [KS State House of Representatives District 5](/us/states/ks/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/craig-bowser.md b/data/jurisdictions/us/states/ks/people/craig-bowser.md
index 828ab8995c..29bcf91c22 100644
--- a/data/jurisdictions/us/states/ks/people/craig-bowser.md
+++ b/data/jurisdictions/us/states/ks/people/craig-bowser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 1"
+represents: "us/states/ks/districts/senate/1"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 1 (KS State Senate District 1).
 
+Represents [KS State Senate District 1](/us/states/ks/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/cyndi-howerton.md b/data/jurisdictions/us/states/ks/people/cyndi-howerton.md
index feeddf0287..05020a1d50 100644
--- a/data/jurisdictions/us/states/ks/people/cyndi-howerton.md
+++ b/data/jurisdictions/us/states/ks/people/cyndi-howerton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 98"
+represents: "us/states/ks/districts/house/98"
 tenure:
   start: "2021-08-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 98 (KS State House of Representatives District 98).
 
+Represents [KS State House of Representatives District 98](/us/states/ks/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/dale-helwig.md b/data/jurisdictions/us/states/ks/people/dale-helwig.md
index 43cc5c3dc8..c9d3621fe1 100644
--- a/data/jurisdictions/us/states/ks/people/dale-helwig.md
+++ b/data/jurisdictions/us/states/ks/people/dale-helwig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 1"
+represents: "us/states/ks/districts/house/1"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 1 (KS State House of Representatives District 1).
 
+Represents [KS State House of Representatives District 1](/us/states/ks/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/dan-goddard.md b/data/jurisdictions/us/states/ks/people/dan-goddard.md
index 8cfc9d13f6..938c87e13e 100644
--- a/data/jurisdictions/us/states/ks/people/dan-goddard.md
+++ b/data/jurisdictions/us/states/ks/people/dan-goddard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 7"
+represents: "us/states/ks/districts/house/7"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 7 (KS State House of Representatives District 7).
 
+Represents [KS State House of Representatives District 7](/us/states/ks/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/dan-hawkins.md b/data/jurisdictions/us/states/ks/people/dan-hawkins.md
index 5956c8110d..1f2ec95d53 100644
--- a/data/jurisdictions/us/states/ks/people/dan-hawkins.md
+++ b/data/jurisdictions/us/states/ks/people/dan-hawkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 100"
+represents: "us/states/ks/districts/house/100"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 100 (KS State House of Representatives District 100).
 
+Represents [KS State House of Representatives District 100](/us/states/ks/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/dan-osman.md b/data/jurisdictions/us/states/ks/people/dan-osman.md
index 772f2ef880..287f7a43da 100644
--- a/data/jurisdictions/us/states/ks/people/dan-osman.md
+++ b/data/jurisdictions/us/states/ks/people/dan-osman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 48"
+represents: "us/states/ks/districts/house/48"
 tenure:
   start: "2021-08-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 48 (KS State House of Representatives District 48).
 
+Represents [KS State House of Representatives District 48](/us/states/ks/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/dave-buehler.md b/data/jurisdictions/us/states/ks/people/dave-buehler.md
index df59b320f1..173d3c0134 100644
--- a/data/jurisdictions/us/states/ks/people/dave-buehler.md
+++ b/data/jurisdictions/us/states/ks/people/dave-buehler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 40"
+represents: "us/states/ks/districts/house/40"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 40 (KS State House of Representatives District 40).
 
+Represents [KS State House of Representatives District 40](/us/states/ks/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/david-haley.md b/data/jurisdictions/us/states/ks/people/david-haley.md
index 95dce88c35..cd310d2b8c 100644
--- a/data/jurisdictions/us/states/ks/people/david-haley.md
+++ b/data/jurisdictions/us/states/ks/people/david-haley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 4"
+represents: "us/states/ks/districts/senate/4"
 tenure:
   start: "2001-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 4 (KS State Senate District 4).
 
+Represents [KS State Senate District 4](/us/states/ks/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/dawn-wolf.md b/data/jurisdictions/us/states/ks/people/dawn-wolf.md
index a51830e4f8..a800179ef8 100644
--- a/data/jurisdictions/us/states/ks/people/dawn-wolf.md
+++ b/data/jurisdictions/us/states/ks/people/dawn-wolf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 107"
+represents: "us/states/ks/districts/house/107"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 107 (KS State House of Representatives District 107).
 
+Represents [KS State House of Representatives District 107](/us/states/ks/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/dinah-sykes.md b/data/jurisdictions/us/states/ks/people/dinah-sykes.md
index e3266162c4..e8ad63d2a2 100644
--- a/data/jurisdictions/us/states/ks/people/dinah-sykes.md
+++ b/data/jurisdictions/us/states/ks/people/dinah-sykes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 21"
+represents: "us/states/ks/districts/senate/21"
 tenure:
   start: "2018-12-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 21 (KS State Senate District 21).
 
+Represents [KS State Senate District 21](/us/states/ks/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/doug-blex.md b/data/jurisdictions/us/states/ks/people/doug-blex.md
index abd92da91d..7ef48a721e 100644
--- a/data/jurisdictions/us/states/ks/people/doug-blex.md
+++ b/data/jurisdictions/us/states/ks/people/doug-blex.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 12"
+represents: "us/states/ks/districts/house/12"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 12 (KS State House of Representatives District 12).
 
+Represents [KS State House of Representatives District 12](/us/states/ks/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/doug-shane.md b/data/jurisdictions/us/states/ks/people/doug-shane.md
index dcaaae8e61..870b5f1864 100644
--- a/data/jurisdictions/us/states/ks/people/doug-shane.md
+++ b/data/jurisdictions/us/states/ks/people/doug-shane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 37"
+represents: "us/states/ks/districts/senate/37"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 37 (KS State Senate District 37).
 
+Represents [KS State Senate District 37](/us/states/ks/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/duane-droge.md b/data/jurisdictions/us/states/ks/people/duane-droge.md
index 6a65afbef8..671ace5fdf 100644
--- a/data/jurisdictions/us/states/ks/people/duane-droge.md
+++ b/data/jurisdictions/us/states/ks/people/duane-droge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 13"
+represents: "us/states/ks/districts/house/13"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 13 (KS State House of Representatives District 13).
 
+Represents [KS State House of Representatives District 13](/us/states/ks/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/elaine-bowers.md b/data/jurisdictions/us/states/ks/people/elaine-bowers.md
index 0c1dc1034b..cbc085afc9 100644
--- a/data/jurisdictions/us/states/ks/people/elaine-bowers.md
+++ b/data/jurisdictions/us/states/ks/people/elaine-bowers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 36"
+represents: "us/states/ks/districts/senate/36"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 36 (KS State Senate District 36).
 
+Represents [KS State Senate District 36](/us/states/ks/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/emil-bergquist.md b/data/jurisdictions/us/states/ks/people/emil-bergquist.md
index cb72609dbe..ade9c9f207 100644
--- a/data/jurisdictions/us/states/ks/people/emil-bergquist.md
+++ b/data/jurisdictions/us/states/ks/people/emil-bergquist.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 91"
+represents: "us/states/ks/districts/house/91"
 tenure:
   start: "2018-01-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 91 (KS State House of Representatives District 91).
 
+Represents [KS State House of Representatives District 91](/us/states/ks/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/ethan-corson.md b/data/jurisdictions/us/states/ks/people/ethan-corson.md
index 1ee504e65f..312123fade 100644
--- a/data/jurisdictions/us/states/ks/people/ethan-corson.md
+++ b/data/jurisdictions/us/states/ks/people/ethan-corson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 7"
+represents: "us/states/ks/districts/senate/7"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 7 (KS State Senate District 7).
 
+Represents [KS State Senate District 7](/us/states/ks/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/ford-carr.md b/data/jurisdictions/us/states/ks/people/ford-carr.md
index acd881d87a..e0a68af2a7 100644
--- a/data/jurisdictions/us/states/ks/people/ford-carr.md
+++ b/data/jurisdictions/us/states/ks/people/ford-carr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 84"
+represents: "us/states/ks/districts/house/84"
 tenure:
   start: "2022-09-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 84 (KS State House of Representatives District 84).
 
+Represents [KS State House of Representatives District 84](/us/states/ks/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/francis-awerkamp.md b/data/jurisdictions/us/states/ks/people/francis-awerkamp.md
index 9230498437..c35369f565 100644
--- a/data/jurisdictions/us/states/ks/people/francis-awerkamp.md
+++ b/data/jurisdictions/us/states/ks/people/francis-awerkamp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 61"
+represents: "us/states/ks/districts/house/61"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 61 (KS State House of Representatives District 61).
 
+Represents [KS State House of Representatives District 61](/us/states/ks/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/fred-gardner.md b/data/jurisdictions/us/states/ks/people/fred-gardner.md
index 6ccf724326..fa8cb7c59c 100644
--- a/data/jurisdictions/us/states/ks/people/fred-gardner.md
+++ b/data/jurisdictions/us/states/ks/people/fred-gardner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 9"
+represents: "us/states/ks/districts/house/9"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 9 (KS State House of Representatives District 9).
 
+Represents [KS State House of Representatives District 9](/us/states/ks/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/gary-white.md b/data/jurisdictions/us/states/ks/people/gary-white.md
index 3245ba4b07..eb78bc34ca 100644
--- a/data/jurisdictions/us/states/ks/people/gary-white.md
+++ b/data/jurisdictions/us/states/ks/people/gary-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 115"
+represents: "us/states/ks/districts/house/115"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 115 (KS State House of Representatives District 115).
 
+Represents [KS State House of Representatives District 115](/us/states/ks/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/greg-wilson.md b/data/jurisdictions/us/states/ks/people/greg-wilson.md
index 2679e2f956..f49c7fd526 100644
--- a/data/jurisdictions/us/states/ks/people/greg-wilson.md
+++ b/data/jurisdictions/us/states/ks/people/greg-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 70"
+represents: "us/states/ks/districts/house/70"
 tenure:
   start: "2025-08-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 70 (KS State House of Representatives District 70).
 
+Represents [KS State House of Representatives District 70](/us/states/ks/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/heather-meyer.md b/data/jurisdictions/us/states/ks/people/heather-meyer.md
index c2ee7cee2d..8cf59fa085 100644
--- a/data/jurisdictions/us/states/ks/people/heather-meyer.md
+++ b/data/jurisdictions/us/states/ks/people/heather-meyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 29"
+represents: "us/states/ks/districts/house/29"
 tenure:
   start: "2021-09-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 29 (KS State House of Representatives District 29).
 
+Represents [KS State House of Representatives District 29](/us/states/ks/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/henry-helgerson.md b/data/jurisdictions/us/states/ks/people/henry-helgerson.md
index e6a491b2aa..cf79d76552 100644
--- a/data/jurisdictions/us/states/ks/people/henry-helgerson.md
+++ b/data/jurisdictions/us/states/ks/people/henry-helgerson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 83"
+represents: "us/states/ks/districts/house/83"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 83 (KS State House of Representatives District 83).
 
+Represents [KS State House of Representatives District 83](/us/states/ks/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/jarrod-ousley.md b/data/jurisdictions/us/states/ks/people/jarrod-ousley.md
index ac0edc2df5..5efcf5906c 100644
--- a/data/jurisdictions/us/states/ks/people/jarrod-ousley.md
+++ b/data/jurisdictions/us/states/ks/people/jarrod-ousley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 24"
+represents: "us/states/ks/districts/house/24"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 24 (KS State House of Representatives District 24).
 
+Represents [KS State House of Representatives District 24](/us/states/ks/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/jason-goetz.md b/data/jurisdictions/us/states/ks/people/jason-goetz.md
index f9dae7c115..611387d970 100644
--- a/data/jurisdictions/us/states/ks/people/jason-goetz.md
+++ b/data/jurisdictions/us/states/ks/people/jason-goetz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 119"
+represents: "us/states/ks/districts/house/119"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 119 (KS State House of Representatives District 119).
 
+Represents [KS State House of Representatives District 119](/us/states/ks/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/jeff-klemp.md b/data/jurisdictions/us/states/ks/people/jeff-klemp.md
index e109956d2b..02579bc9a7 100644
--- a/data/jurisdictions/us/states/ks/people/jeff-klemp.md
+++ b/data/jurisdictions/us/states/ks/people/jeff-klemp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 5"
+represents: "us/states/ks/districts/senate/5"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 5 (KS State Senate District 5).
 
+Represents [KS State Senate District 5](/us/states/ks/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/jerry-stogsdill.md b/data/jurisdictions/us/states/ks/people/jerry-stogsdill.md
index 1980b69484..6a919d7aea 100644
--- a/data/jurisdictions/us/states/ks/people/jerry-stogsdill.md
+++ b/data/jurisdictions/us/states/ks/people/jerry-stogsdill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 21"
+represents: "us/states/ks/districts/house/21"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 21 (KS State House of Representatives District 21).
 
+Represents [KS State House of Representatives District 21](/us/states/ks/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/jesse-borjon.md b/data/jurisdictions/us/states/ks/people/jesse-borjon.md
index c6ba623c25..158dc02600 100644
--- a/data/jurisdictions/us/states/ks/people/jesse-borjon.md
+++ b/data/jurisdictions/us/states/ks/people/jesse-borjon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 52"
+represents: "us/states/ks/districts/house/52"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 52 (KS State House of Representatives District 52).
 
+Represents [KS State House of Representatives District 52](/us/states/ks/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/jill-ward.md b/data/jurisdictions/us/states/ks/people/jill-ward.md
index a7d991e095..75d67664f6 100644
--- a/data/jurisdictions/us/states/ks/people/jill-ward.md
+++ b/data/jurisdictions/us/states/ks/people/jill-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 105"
+represents: "us/states/ks/districts/house/105"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 105 (KS State House of Representatives District 105).
 
+Represents [KS State House of Representatives District 105](/us/states/ks/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/jim-minnix.md b/data/jurisdictions/us/states/ks/people/jim-minnix.md
index dee786fee3..d02346e676 100644
--- a/data/jurisdictions/us/states/ks/people/jim-minnix.md
+++ b/data/jurisdictions/us/states/ks/people/jim-minnix.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 118"
+represents: "us/states/ks/districts/house/118"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 118 (KS State House of Representatives District 118).
 
+Represents [KS State House of Representatives District 118](/us/states/ks/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/jo-ella-hoye.md b/data/jurisdictions/us/states/ks/people/jo-ella-hoye.md
index 197bfec1f5..91dfd4d141 100644
--- a/data/jurisdictions/us/states/ks/people/jo-ella-hoye.md
+++ b/data/jurisdictions/us/states/ks/people/jo-ella-hoye.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 17"
+represents: "us/states/ks/districts/house/17"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 17 (KS State House of Representatives District 17).
 
+Represents [KS State House of Representatives District 17](/us/states/ks/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/joe-claeys.md b/data/jurisdictions/us/states/ks/people/joe-claeys.md
index cd59a655c8..fdab7a6b78 100644
--- a/data/jurisdictions/us/states/ks/people/joe-claeys.md
+++ b/data/jurisdictions/us/states/ks/people/joe-claeys.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 27"
+represents: "us/states/ks/districts/senate/27"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 27 (KS State Senate District 27).
 
+Represents [KS State Senate District 27](/us/states/ks/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/joe-seiwert.md b/data/jurisdictions/us/states/ks/people/joe-seiwert.md
index 0a4f725d6c..a5c235700f 100644
--- a/data/jurisdictions/us/states/ks/people/joe-seiwert.md
+++ b/data/jurisdictions/us/states/ks/people/joe-seiwert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 101"
+represents: "us/states/ks/districts/house/101"
 tenure:
   start: "2009-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 101 (KS State House of Representatives District 101).
 
+Represents [KS State House of Representatives District 101](/us/states/ks/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/john-alcala.md b/data/jurisdictions/us/states/ks/people/john-alcala.md
index cb81947759..a82094b72d 100644
--- a/data/jurisdictions/us/states/ks/people/john-alcala.md
+++ b/data/jurisdictions/us/states/ks/people/john-alcala.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 57"
+represents: "us/states/ks/districts/house/57"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 57 (KS State House of Representatives District 57).
 
+Represents [KS State House of Representatives District 57](/us/states/ks/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/john-carmichael.md b/data/jurisdictions/us/states/ks/people/john-carmichael.md
index 1e323ec096..757b362fb4 100644
--- a/data/jurisdictions/us/states/ks/people/john-carmichael.md
+++ b/data/jurisdictions/us/states/ks/people/john-carmichael.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 92"
+represents: "us/states/ks/districts/house/92"
 tenure:
   start: "2013-10-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 92 (KS State House of Representatives District 92).
 
+Represents [KS State House of Representatives District 92](/us/states/ks/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/k-c-ohaebosim.md b/data/jurisdictions/us/states/ks/people/k-c-ohaebosim.md
index 67c93e5ec6..d65cffd9d9 100644
--- a/data/jurisdictions/us/states/ks/people/k-c-ohaebosim.md
+++ b/data/jurisdictions/us/states/ks/people/k-c-ohaebosim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 89"
+represents: "us/states/ks/districts/house/89"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 89 (KS State House of Representatives District 89).
 
+Represents [KS State House of Representatives District 89](/us/states/ks/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/kellie-warren.md b/data/jurisdictions/us/states/ks/people/kellie-warren.md
index 293bf1ff82..1245694e2b 100644
--- a/data/jurisdictions/us/states/ks/people/kellie-warren.md
+++ b/data/jurisdictions/us/states/ks/people/kellie-warren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 11"
+represents: "us/states/ks/districts/senate/11"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 11 (KS State Senate District 11).
 
+Represents [KS State Senate District 11](/us/states/ks/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/ken-collins.md b/data/jurisdictions/us/states/ks/people/ken-collins.md
index 63780a1f52..f339927fa8 100644
--- a/data/jurisdictions/us/states/ks/people/ken-collins.md
+++ b/data/jurisdictions/us/states/ks/people/ken-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 2"
+represents: "us/states/ks/districts/house/2"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 2 (KS State House of Representatives District 2).
 
+Represents [KS State House of Representatives District 2](/us/states/ks/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/ken-corbet.md b/data/jurisdictions/us/states/ks/people/ken-corbet.md
index 44e6219e62..ebfc564ded 100644
--- a/data/jurisdictions/us/states/ks/people/ken-corbet.md
+++ b/data/jurisdictions/us/states/ks/people/ken-corbet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 54"
+represents: "us/states/ks/districts/house/54"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 54 (KS State House of Representatives District 54).
 
+Represents [KS State House of Representatives District 54](/us/states/ks/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/ken-rahjes.md b/data/jurisdictions/us/states/ks/people/ken-rahjes.md
index 10f106b043..c300c9fc51 100644
--- a/data/jurisdictions/us/states/ks/people/ken-rahjes.md
+++ b/data/jurisdictions/us/states/ks/people/ken-rahjes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 110"
+represents: "us/states/ks/districts/house/110"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 110 (KS State House of Representatives District 110).
 
+Represents [KS State House of Representatives District 110](/us/states/ks/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/kenny-titus.md b/data/jurisdictions/us/states/ks/people/kenny-titus.md
index 8457b72dd1..0a5bf918f1 100644
--- a/data/jurisdictions/us/states/ks/people/kenny-titus.md
+++ b/data/jurisdictions/us/states/ks/people/kenny-titus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 18"
+represents: "us/states/ks/districts/senate/18"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 18 (KS State Senate District 18).
 
+Represents [KS State Senate District 18](/us/states/ks/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/kevin-schwertfeger.md b/data/jurisdictions/us/states/ks/people/kevin-schwertfeger.md
index 08f551eae0..8964ff1fd2 100644
--- a/data/jurisdictions/us/states/ks/people/kevin-schwertfeger.md
+++ b/data/jurisdictions/us/states/ks/people/kevin-schwertfeger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 114"
+represents: "us/states/ks/districts/house/114"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 114 (KS State House of Representatives District 114).
 
+Represents [KS State House of Representatives District 114](/us/states/ks/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/kirk-haskins.md b/data/jurisdictions/us/states/ks/people/kirk-haskins.md
index ce0f51fe0f..f6154cfe70 100644
--- a/data/jurisdictions/us/states/ks/people/kirk-haskins.md
+++ b/data/jurisdictions/us/states/ks/people/kirk-haskins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 53"
+represents: "us/states/ks/districts/house/53"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 53 (KS State House of Representatives District 53).
 
+Represents [KS State House of Representatives District 53](/us/states/ks/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/kristey-williams.md b/data/jurisdictions/us/states/ks/people/kristey-williams.md
index 171f85b75c..b3369ce53f 100644
--- a/data/jurisdictions/us/states/ks/people/kristey-williams.md
+++ b/data/jurisdictions/us/states/ks/people/kristey-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 77"
+represents: "us/states/ks/districts/house/77"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 77 (KS State House of Representatives District 77).
 
+Represents [KS State House of Representatives District 77](/us/states/ks/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/kyle-hoffman.md b/data/jurisdictions/us/states/ks/people/kyle-hoffman.md
index bc1020c5d2..aded310160 100644
--- a/data/jurisdictions/us/states/ks/people/kyle-hoffman.md
+++ b/data/jurisdictions/us/states/ks/people/kyle-hoffman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 116"
+represents: "us/states/ks/districts/house/116"
 tenure:
   start: "2011-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 116 (KS State House of Representatives District 116).
 
+Represents [KS State House of Representatives District 116](/us/states/ks/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/kyle-mcnorton.md b/data/jurisdictions/us/states/ks/people/kyle-mcnorton.md
index cab276b6b6..38e89ad46d 100644
--- a/data/jurisdictions/us/states/ks/people/kyle-mcnorton.md
+++ b/data/jurisdictions/us/states/ks/people/kyle-mcnorton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 50"
+represents: "us/states/ks/districts/house/50"
 tenure:
   start: "2023-10-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 50 (KS State House of Representatives District 50).
 
+Represents [KS State House of Representatives District 50](/us/states/ks/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/kyler-sweely.md b/data/jurisdictions/us/states/ks/people/kyler-sweely.md
index bb4cc69d57..afbb614a8e 100644
--- a/data/jurisdictions/us/states/ks/people/kyler-sweely.md
+++ b/data/jurisdictions/us/states/ks/people/kyler-sweely.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 102"
+represents: "us/states/ks/districts/house/102"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 102 (KS State House of Representatives District 102).
 
+Represents [KS State House of Representatives District 102](/us/states/ks/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/lance-neelly.md b/data/jurisdictions/us/states/ks/people/lance-neelly.md
index 894c71505d..882a08076e 100644
--- a/data/jurisdictions/us/states/ks/people/lance-neelly.md
+++ b/data/jurisdictions/us/states/ks/people/lance-neelly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 42"
+represents: "us/states/ks/districts/house/42"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 42 (KS State House of Representatives District 42).
 
+Represents [KS State House of Representatives District 42](/us/states/ks/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/larry-alley.md b/data/jurisdictions/us/states/ks/people/larry-alley.md
index a77f025ff3..0179d99ed0 100644
--- a/data/jurisdictions/us/states/ks/people/larry-alley.md
+++ b/data/jurisdictions/us/states/ks/people/larry-alley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 32"
+represents: "us/states/ks/districts/senate/32"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 32 (KS State Senate District 32).
 
+Represents [KS State Senate District 32](/us/states/ks/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/laura-williams.md b/data/jurisdictions/us/states/ks/people/laura-williams.md
index 1e537cddc6..2045779ce1 100644
--- a/data/jurisdictions/us/states/ks/people/laura-williams.md
+++ b/data/jurisdictions/us/states/ks/people/laura-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 30"
+represents: "us/states/ks/districts/house/30"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 30 (KS State House of Representatives District 30).
 
+Represents [KS State House of Representatives District 30](/us/states/ks/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/lauren-bohi.md b/data/jurisdictions/us/states/ks/people/lauren-bohi.md
index 48cc5ace04..879de226a5 100644
--- a/data/jurisdictions/us/states/ks/people/lauren-bohi.md
+++ b/data/jurisdictions/us/states/ks/people/lauren-bohi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 15"
+represents: "us/states/ks/districts/house/15"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 15 (KS State House of Representatives District 15).
 
+Represents [KS State House of Representatives District 15](/us/states/ks/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/leah-howell.md b/data/jurisdictions/us/states/ks/people/leah-howell.md
index 40a1a02cc8..e44d3b41ff 100644
--- a/data/jurisdictions/us/states/ks/people/leah-howell.md
+++ b/data/jurisdictions/us/states/ks/people/leah-howell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 82"
+represents: "us/states/ks/districts/house/82"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 82 (KS State House of Representatives District 82).
 
+Represents [KS State House of Representatives District 82](/us/states/ks/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/leo-delperdang.md b/data/jurisdictions/us/states/ks/people/leo-delperdang.md
index be25b3fc7d..1d78c999a8 100644
--- a/data/jurisdictions/us/states/ks/people/leo-delperdang.md
+++ b/data/jurisdictions/us/states/ks/people/leo-delperdang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 94"
+represents: "us/states/ks/districts/house/94"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 94 (KS State House of Representatives District 94).
 
+Represents [KS State House of Representatives District 94](/us/states/ks/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/linda-featherston.md b/data/jurisdictions/us/states/ks/people/linda-featherston.md
index 79cff5974d..e9c173e01d 100644
--- a/data/jurisdictions/us/states/ks/people/linda-featherston.md
+++ b/data/jurisdictions/us/states/ks/people/linda-featherston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 16"
+represents: "us/states/ks/districts/house/16"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 16 (KS State House of Representatives District 16).
 
+Represents [KS State House of Representatives District 16](/us/states/ks/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/lindsay-vaughn.md b/data/jurisdictions/us/states/ks/people/lindsay-vaughn.md
index c2d2d4c632..eab70835c0 100644
--- a/data/jurisdictions/us/states/ks/people/lindsay-vaughn.md
+++ b/data/jurisdictions/us/states/ks/people/lindsay-vaughn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 22"
+represents: "us/states/ks/districts/house/22"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 22 (KS State House of Representatives District 22).
 
+Represents [KS State House of Representatives District 22](/us/states/ks/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/lisa-moser.md b/data/jurisdictions/us/states/ks/people/lisa-moser.md
index 5f242bc503..18b8fb8404 100644
--- a/data/jurisdictions/us/states/ks/people/lisa-moser.md
+++ b/data/jurisdictions/us/states/ks/people/lisa-moser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 106"
+represents: "us/states/ks/districts/house/106"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 106 (KS State House of Representatives District 106).
 
+Represents [KS State House of Representatives District 106](/us/states/ks/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/lon-pishny.md b/data/jurisdictions/us/states/ks/people/lon-pishny.md
index a3784adf21..80e3beb176 100644
--- a/data/jurisdictions/us/states/ks/people/lon-pishny.md
+++ b/data/jurisdictions/us/states/ks/people/lon-pishny.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 122"
+represents: "us/states/ks/districts/house/122"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 122 (KS State House of Representatives District 122).
 
+Represents [KS State House of Representatives District 122](/us/states/ks/districts/house/122.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/louis-ruiz.md b/data/jurisdictions/us/states/ks/people/louis-ruiz.md
index f069c89bdc..d24f5aca23 100644
--- a/data/jurisdictions/us/states/ks/people/louis-ruiz.md
+++ b/data/jurisdictions/us/states/ks/people/louis-ruiz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 31"
+represents: "us/states/ks/districts/house/31"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 31 (KS State House of Representatives District 31).
 
+Represents [KS State House of Representatives District 31](/us/states/ks/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/lynn-melton.md b/data/jurisdictions/us/states/ks/people/lynn-melton.md
index 148ec2ee46..15882df608 100644
--- a/data/jurisdictions/us/states/ks/people/lynn-melton.md
+++ b/data/jurisdictions/us/states/ks/people/lynn-melton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 36"
+represents: "us/states/ks/districts/house/36"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 36 (KS State House of Representatives District 36).
 
+Represents [KS State House of Representatives District 36](/us/states/ks/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/marci-francisco.md b/data/jurisdictions/us/states/ks/people/marci-francisco.md
index eebee550b2..beeeb42174 100644
--- a/data/jurisdictions/us/states/ks/people/marci-francisco.md
+++ b/data/jurisdictions/us/states/ks/people/marci-francisco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 2"
+represents: "us/states/ks/districts/senate/2"
 tenure:
   start: "2005-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 2 (KS State Senate District 2).
 
+Represents [KS State Senate District 2](/us/states/ks/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/mari-lynn-poskin.md b/data/jurisdictions/us/states/ks/people/mari-lynn-poskin.md
index bbb78b05ca..325ec080a0 100644
--- a/data/jurisdictions/us/states/ks/people/mari-lynn-poskin.md
+++ b/data/jurisdictions/us/states/ks/people/mari-lynn-poskin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 20"
+represents: "us/states/ks/districts/house/20"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 20 (KS State House of Representatives District 20).
 
+Represents [KS State House of Representatives District 20](/us/states/ks/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/mark-schreiber.md b/data/jurisdictions/us/states/ks/people/mark-schreiber.md
index 21f68d0a84..c795858112 100644
--- a/data/jurisdictions/us/states/ks/people/mark-schreiber.md
+++ b/data/jurisdictions/us/states/ks/people/mark-schreiber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 60"
+represents: "us/states/ks/districts/house/60"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 60 (KS State House of Representatives District 60).
 
+Represents [KS State House of Representatives District 60](/us/states/ks/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/marty-long.md b/data/jurisdictions/us/states/ks/people/marty-long.md
index dd67babd06..5be967d6bc 100644
--- a/data/jurisdictions/us/states/ks/people/marty-long.md
+++ b/data/jurisdictions/us/states/ks/people/marty-long.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 124"
+represents: "us/states/ks/districts/house/124"
 tenure:
   start: "2024-08-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 124 (KS State House of Representatives District 124).
 
+Represents [KS State House of Representatives District 124](/us/states/ks/districts/house/124.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/megan-steele.md b/data/jurisdictions/us/states/ks/people/megan-steele.md
index 002cf81c6d..a8dbc2e0a0 100644
--- a/data/jurisdictions/us/states/ks/people/megan-steele.md
+++ b/data/jurisdictions/us/states/ks/people/megan-steele.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 51"
+represents: "us/states/ks/districts/house/51"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 51 (KS State House of Representatives District 51).
 
+Represents [KS State House of Representatives District 51](/us/states/ks/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/melissa-oropeza.md b/data/jurisdictions/us/states/ks/people/melissa-oropeza.md
index 60825b2e37..35a55cf4af 100644
--- a/data/jurisdictions/us/states/ks/people/melissa-oropeza.md
+++ b/data/jurisdictions/us/states/ks/people/melissa-oropeza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 37"
+represents: "us/states/ks/districts/house/37"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 37 (KS State House of Representatives District 37).
 
+Represents [KS State House of Representatives District 37](/us/states/ks/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/mike-amyx.md b/data/jurisdictions/us/states/ks/people/mike-amyx.md
index 781b256ffe..907ca78d0c 100644
--- a/data/jurisdictions/us/states/ks/people/mike-amyx.md
+++ b/data/jurisdictions/us/states/ks/people/mike-amyx.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 45"
+represents: "us/states/ks/districts/house/45"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 45 (KS State House of Representatives District 45).
 
+Represents [KS State House of Representatives District 45](/us/states/ks/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/mike-argabright.md b/data/jurisdictions/us/states/ks/people/mike-argabright.md
index 63bacb64da..f03a3e33b3 100644
--- a/data/jurisdictions/us/states/ks/people/mike-argabright.md
+++ b/data/jurisdictions/us/states/ks/people/mike-argabright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 17"
+represents: "us/states/ks/districts/senate/17"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 17 (KS State Senate District 17).
 
+Represents [KS State Senate District 17](/us/states/ks/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/mike-fagg.md b/data/jurisdictions/us/states/ks/people/mike-fagg.md
index 824e17cc5b..61b7c23608 100644
--- a/data/jurisdictions/us/states/ks/people/mike-fagg.md
+++ b/data/jurisdictions/us/states/ks/people/mike-fagg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 14"
+represents: "us/states/ks/districts/senate/14"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 14 (KS State Senate District 14).
 
+Represents [KS State Senate District 14](/us/states/ks/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/mike-king.md b/data/jurisdictions/us/states/ks/people/mike-king.md
index 5dc071ccbc..30a03e1ab1 100644
--- a/data/jurisdictions/us/states/ks/people/mike-king.md
+++ b/data/jurisdictions/us/states/ks/people/mike-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 74"
+represents: "us/states/ks/districts/house/74"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 74 (KS State House of Representatives District 74).
 
+Represents [KS State House of Representatives District 74](/us/states/ks/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/mike-murphy.md b/data/jurisdictions/us/states/ks/people/mike-murphy.md
index 526d7e667d..062b852490 100644
--- a/data/jurisdictions/us/states/ks/people/mike-murphy.md
+++ b/data/jurisdictions/us/states/ks/people/mike-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 34"
+represents: "us/states/ks/districts/senate/34"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 34 (KS State Senate District 34).
 
+Represents [KS State Senate District 34](/us/states/ks/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/mike-petersen.md b/data/jurisdictions/us/states/ks/people/mike-petersen.md
index bb71e65c6a..870b6109f8 100644
--- a/data/jurisdictions/us/states/ks/people/mike-petersen.md
+++ b/data/jurisdictions/us/states/ks/people/mike-petersen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 28"
+represents: "us/states/ks/districts/senate/28"
 tenure:
   start: "2005-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 28 (KS State Senate District 28).
 
+Represents [KS State Senate District 28](/us/states/ks/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/mike-storm.md b/data/jurisdictions/us/states/ks/people/mike-storm.md
index c377124cd1..ceb03070b6 100644
--- a/data/jurisdictions/us/states/ks/people/mike-storm.md
+++ b/data/jurisdictions/us/states/ks/people/mike-storm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 121"
+represents: "us/states/ks/districts/house/121"
 tenure:
   start: "2026-03-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 121 (KS State House of Representatives District 121).
 
+Represents [KS State House of Representatives District 121](/us/states/ks/districts/house/121.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/mike-thompson.md b/data/jurisdictions/us/states/ks/people/mike-thompson.md
index 314fdce89c..9a686264c8 100644
--- a/data/jurisdictions/us/states/ks/people/mike-thompson.md
+++ b/data/jurisdictions/us/states/ks/people/mike-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 10"
+represents: "us/states/ks/districts/senate/10"
 tenure:
   start: "2020-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 10 (KS State Senate District 10).
 
+Represents [KS State Senate District 10](/us/states/ks/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/nate-butler.md b/data/jurisdictions/us/states/ks/people/nate-butler.md
index 770e998a0c..a4b810a5c3 100644
--- a/data/jurisdictions/us/states/ks/people/nate-butler.md
+++ b/data/jurisdictions/us/states/ks/people/nate-butler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 68"
+represents: "us/states/ks/districts/house/68"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 68 (KS State House of Representatives District 68).
 
+Represents [KS State House of Representatives District 68](/us/states/ks/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/nick-hoheisel.md b/data/jurisdictions/us/states/ks/people/nick-hoheisel.md
index dad9b8b839..9451433957 100644
--- a/data/jurisdictions/us/states/ks/people/nick-hoheisel.md
+++ b/data/jurisdictions/us/states/ks/people/nick-hoheisel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 97"
+represents: "us/states/ks/districts/house/97"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 97 (KS State House of Representatives District 97).
 
+Represents [KS State House of Representatives District 97](/us/states/ks/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/nikki-mcdonald.md b/data/jurisdictions/us/states/ks/people/nikki-mcdonald.md
index 1e94facb50..8712c08315 100644
--- a/data/jurisdictions/us/states/ks/people/nikki-mcdonald.md
+++ b/data/jurisdictions/us/states/ks/people/nikki-mcdonald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 49"
+represents: "us/states/ks/districts/house/49"
 tenure:
   start: "2023-12-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 49 (KS State House of Representatives District 49).
 
+Represents [KS State House of Representatives District 49](/us/states/ks/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/oletha-faust-goudeau.md b/data/jurisdictions/us/states/ks/people/oletha-faust-goudeau.md
index e19f327b47..ddf63138be 100644
--- a/data/jurisdictions/us/states/ks/people/oletha-faust-goudeau.md
+++ b/data/jurisdictions/us/states/ks/people/oletha-faust-goudeau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 29"
+represents: "us/states/ks/districts/senate/29"
 tenure:
   start: "2009-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 29 (KS State Senate District 29).
 
+Represents [KS State Senate District 29](/us/states/ks/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/pam-curtis.md b/data/jurisdictions/us/states/ks/people/pam-curtis.md
index 65411d43a6..124f192f9f 100644
--- a/data/jurisdictions/us/states/ks/people/pam-curtis.md
+++ b/data/jurisdictions/us/states/ks/people/pam-curtis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 32"
+represents: "us/states/ks/districts/house/32"
 tenure:
   start: "2014-03-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 32 (KS State House of Representatives District 32).
 
+Represents [KS State House of Representatives District 32](/us/states/ks/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/pat-pettey.md b/data/jurisdictions/us/states/ks/people/pat-pettey.md
index e3ed045cc7..33be4b8156 100644
--- a/data/jurisdictions/us/states/ks/people/pat-pettey.md
+++ b/data/jurisdictions/us/states/ks/people/pat-pettey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 6"
+represents: "us/states/ks/districts/senate/6"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 6 (KS State Senate District 6).
 
+Represents [KS State Senate District 6](/us/states/ks/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/pat-proctor.md b/data/jurisdictions/us/states/ks/people/pat-proctor.md
index 5b56d53086..497a14f505 100644
--- a/data/jurisdictions/us/states/ks/people/pat-proctor.md
+++ b/data/jurisdictions/us/states/ks/people/pat-proctor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 41"
+represents: "us/states/ks/districts/house/41"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 41 (KS State House of Representatives District 41).
 
+Represents [KS State House of Representatives District 41](/us/states/ks/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/patrick-schmidt.md b/data/jurisdictions/us/states/ks/people/patrick-schmidt.md
index de9a561aae..bdf200714d 100644
--- a/data/jurisdictions/us/states/ks/people/patrick-schmidt.md
+++ b/data/jurisdictions/us/states/ks/people/patrick-schmidt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 19"
+represents: "us/states/ks/districts/senate/19"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 19 (KS State Senate District 19).
 
+Represents [KS State Senate District 19](/us/states/ks/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/paul-waggoner.md b/data/jurisdictions/us/states/ks/people/paul-waggoner.md
index ba80cf0dcd..7b11f973eb 100644
--- a/data/jurisdictions/us/states/ks/people/paul-waggoner.md
+++ b/data/jurisdictions/us/states/ks/people/paul-waggoner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 104"
+represents: "us/states/ks/districts/house/104"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 104 (KS State House of Representatives District 104).
 
+Represents [KS State House of Representatives District 104](/us/states/ks/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/rebecca-schmoe.md b/data/jurisdictions/us/states/ks/people/rebecca-schmoe.md
index 87aa821b06..68b3261d72 100644
--- a/data/jurisdictions/us/states/ks/people/rebecca-schmoe.md
+++ b/data/jurisdictions/us/states/ks/people/rebecca-schmoe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 59"
+represents: "us/states/ks/districts/house/59"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 59 (KS State House of Representatives District 59).
 
+Represents [KS State House of Representatives District 59](/us/states/ks/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/renee-erickson.md b/data/jurisdictions/us/states/ks/people/renee-erickson.md
index 82571ae33d..c7474f319a 100644
--- a/data/jurisdictions/us/states/ks/people/renee-erickson.md
+++ b/data/jurisdictions/us/states/ks/people/renee-erickson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 30"
+represents: "us/states/ks/districts/senate/30"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 30 (KS State Senate District 30).
 
+Represents [KS State Senate District 30](/us/states/ks/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/rick-billinger.md b/data/jurisdictions/us/states/ks/people/rick-billinger.md
index 0b6f806a5f..e381a5b566 100644
--- a/data/jurisdictions/us/states/ks/people/rick-billinger.md
+++ b/data/jurisdictions/us/states/ks/people/rick-billinger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 40"
+represents: "us/states/ks/districts/senate/40"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 40 (KS State Senate District 40).
 
+Represents [KS State Senate District 40](/us/states/ks/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/rick-james.md b/data/jurisdictions/us/states/ks/people/rick-james.md
index ad1c57fd44..ba0c861aac 100644
--- a/data/jurisdictions/us/states/ks/people/rick-james.md
+++ b/data/jurisdictions/us/states/ks/people/rick-james.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 4"
+represents: "us/states/ks/districts/house/4"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 4 (KS State House of Representatives District 4).
 
+Represents [KS State House of Representatives District 4](/us/states/ks/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/rick-kloos.md b/data/jurisdictions/us/states/ks/people/rick-kloos.md
index 956f16c824..0c1c8e3ddf 100644
--- a/data/jurisdictions/us/states/ks/people/rick-kloos.md
+++ b/data/jurisdictions/us/states/ks/people/rick-kloos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 3"
+represents: "us/states/ks/districts/senate/3"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 3 (KS State Senate District 3).
 
+Represents [KS State Senate District 3](/us/states/ks/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/rick-wilborn.md b/data/jurisdictions/us/states/ks/people/rick-wilborn.md
index d1ed43b099..0eebbe1216 100644
--- a/data/jurisdictions/us/states/ks/people/rick-wilborn.md
+++ b/data/jurisdictions/us/states/ks/people/rick-wilborn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 73"
+represents: "us/states/ks/districts/house/73"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 73 (KS State House of Representatives District 73).
 
+Represents [KS State House of Representatives District 73](/us/states/ks/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/robyn-essex.md b/data/jurisdictions/us/states/ks/people/robyn-essex.md
index 9caa78dbdf..2815c13058 100644
--- a/data/jurisdictions/us/states/ks/people/robyn-essex.md
+++ b/data/jurisdictions/us/states/ks/people/robyn-essex.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 78"
+represents: "us/states/ks/districts/house/78"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 78 (KS State House of Representatives District 78).
 
+Represents [KS State House of Representatives District 78](/us/states/ks/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/ron-bryce.md b/data/jurisdictions/us/states/ks/people/ron-bryce.md
index 0e58ad5a5e..c4a1f80f38 100644
--- a/data/jurisdictions/us/states/ks/people/ron-bryce.md
+++ b/data/jurisdictions/us/states/ks/people/ron-bryce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 11"
+represents: "us/states/ks/districts/house/11"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 11 (KS State House of Representatives District 11).
 
+Represents [KS State House of Representatives District 11](/us/states/ks/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/ron-ryckman.md b/data/jurisdictions/us/states/ks/people/ron-ryckman.md
index cadb805cd9..bc69720d02 100644
--- a/data/jurisdictions/us/states/ks/people/ron-ryckman.md
+++ b/data/jurisdictions/us/states/ks/people/ron-ryckman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 38"
+represents: "us/states/ks/districts/senate/38"
 tenure:
   start: "2021-03-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 38 (KS State Senate District 38).
 
+Represents [KS State Senate District 38](/us/states/ks/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/ronald-ellis.md b/data/jurisdictions/us/states/ks/people/ronald-ellis.md
index 5967cfab53..8275dbacf8 100644
--- a/data/jurisdictions/us/states/ks/people/ronald-ellis.md
+++ b/data/jurisdictions/us/states/ks/people/ronald-ellis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 47"
+represents: "us/states/ks/districts/house/47"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 47 (KS State House of Representatives District 47).
 
+Represents [KS State House of Representatives District 47](/us/states/ks/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/rui-xu.md b/data/jurisdictions/us/states/ks/people/rui-xu.md
index 6b76c89da4..779001f10c 100644
--- a/data/jurisdictions/us/states/ks/people/rui-xu.md
+++ b/data/jurisdictions/us/states/ks/people/rui-xu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 25"
+represents: "us/states/ks/districts/house/25"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 25 (KS State House of Representatives District 25).
 
+Represents [KS State House of Representatives District 25](/us/states/ks/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/samantha-poetter-parshall.md b/data/jurisdictions/us/states/ks/people/samantha-poetter-parshall.md
index 9608a8e881..5fc4e3debf 100644
--- a/data/jurisdictions/us/states/ks/people/samantha-poetter-parshall.md
+++ b/data/jurisdictions/us/states/ks/people/samantha-poetter-parshall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 6"
+represents: "us/states/ks/districts/house/6"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 6 (KS State House of Representatives District 6).
 
+Represents [KS State House of Representatives District 6](/us/states/ks/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/sandy-pickert.md b/data/jurisdictions/us/states/ks/people/sandy-pickert.md
index 2c1bea7ff4..cfea48cee1 100644
--- a/data/jurisdictions/us/states/ks/people/sandy-pickert.md
+++ b/data/jurisdictions/us/states/ks/people/sandy-pickert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 88"
+represents: "us/states/ks/districts/house/88"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 88 (KS State House of Representatives District 88).
 
+Represents [KS State House of Representatives District 88](/us/states/ks/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/scott-hill.md b/data/jurisdictions/us/states/ks/people/scott-hill.md
index 2e0926108c..62d4482538 100644
--- a/data/jurisdictions/us/states/ks/people/scott-hill.md
+++ b/data/jurisdictions/us/states/ks/people/scott-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 24"
+represents: "us/states/ks/districts/senate/24"
 tenure:
   start: "2025-06-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 24 (KS State Senate District 24).
 
+Represents [KS State Senate District 24](/us/states/ks/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/sean-tarwater.md b/data/jurisdictions/us/states/ks/people/sean-tarwater.md
index 26eab5a557..d7f5355f4c 100644
--- a/data/jurisdictions/us/states/ks/people/sean-tarwater.md
+++ b/data/jurisdictions/us/states/ks/people/sean-tarwater.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 27"
+represents: "us/states/ks/districts/house/27"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 27 (KS State House of Representatives District 27).
 
+Represents [KS State House of Representatives District 27](/us/states/ks/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/sean-willcott.md b/data/jurisdictions/us/states/ks/people/sean-willcott.md
index aeb3a136ce..c557aa9ca4 100644
--- a/data/jurisdictions/us/states/ks/people/sean-willcott.md
+++ b/data/jurisdictions/us/states/ks/people/sean-willcott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 62"
+represents: "us/states/ks/districts/house/62"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 62 (KS State House of Representatives District 62).
 
+Represents [KS State House of Representatives District 62](/us/states/ks/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/shannon-francis.md b/data/jurisdictions/us/states/ks/people/shannon-francis.md
index cfb58a218a..cf536c0c36 100644
--- a/data/jurisdictions/us/states/ks/people/shannon-francis.md
+++ b/data/jurisdictions/us/states/ks/people/shannon-francis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 125"
+represents: "us/states/ks/districts/house/125"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 125 (KS State House of Representatives District 125).
 
+Represents [KS State House of Representatives District 125](/us/states/ks/districts/house/125.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/shawn-chauncey.md b/data/jurisdictions/us/states/ks/people/shawn-chauncey.md
index bee2f36ed2..1741fbbea2 100644
--- a/data/jurisdictions/us/states/ks/people/shawn-chauncey.md
+++ b/data/jurisdictions/us/states/ks/people/shawn-chauncey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 65"
+represents: "us/states/ks/districts/house/65"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 65 (KS State House of Representatives District 65).
 
+Represents [KS State House of Representatives District 65](/us/states/ks/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/sherri-brantley.md b/data/jurisdictions/us/states/ks/people/sherri-brantley.md
index 1b7c4b257c..fa0477b27c 100644
--- a/data/jurisdictions/us/states/ks/people/sherri-brantley.md
+++ b/data/jurisdictions/us/states/ks/people/sherri-brantley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 112"
+represents: "us/states/ks/districts/house/112"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 112 (KS State House of Representatives District 112).
 
+Represents [KS State House of Representatives District 112](/us/states/ks/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/silas-miller.md b/data/jurisdictions/us/states/ks/people/silas-miller.md
index 08c01b5261..4952abc038 100644
--- a/data/jurisdictions/us/states/ks/people/silas-miller.md
+++ b/data/jurisdictions/us/states/ks/people/silas-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 25"
+represents: "us/states/ks/districts/senate/25"
 tenure:
   start: "2025-12-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 25 (KS State Senate District 25).
 
+Represents [KS State Senate District 25](/us/states/ks/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/stephanie-sawyer-clayton.md b/data/jurisdictions/us/states/ks/people/stephanie-sawyer-clayton.md
index 4356cc73fe..dc9a4fd835 100644
--- a/data/jurisdictions/us/states/ks/people/stephanie-sawyer-clayton.md
+++ b/data/jurisdictions/us/states/ks/people/stephanie-sawyer-clayton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 19"
+represents: "us/states/ks/districts/house/19"
 tenure:
   start: "2018-12-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 19 (KS State House of Representatives District 19).
 
+Represents [KS State House of Representatives District 19](/us/states/ks/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/stephen-owens.md b/data/jurisdictions/us/states/ks/people/stephen-owens.md
index 5e1e2993d1..0e4cd2d942 100644
--- a/data/jurisdictions/us/states/ks/people/stephen-owens.md
+++ b/data/jurisdictions/us/states/ks/people/stephen-owens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 31"
+represents: "us/states/ks/districts/senate/31"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 31 (KS State Senate District 31).
 
+Represents [KS State Senate District 31](/us/states/ks/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/steve-brunk.md b/data/jurisdictions/us/states/ks/people/steve-brunk.md
index 36f691def4..cc26f2c712 100644
--- a/data/jurisdictions/us/states/ks/people/steve-brunk.md
+++ b/data/jurisdictions/us/states/ks/people/steve-brunk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 85"
+represents: "us/states/ks/districts/house/85"
 tenure:
   start: "2025-06-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 85 (KS State House of Representatives District 85).
 
+Represents [KS State House of Representatives District 85](/us/states/ks/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/steve-howe.md b/data/jurisdictions/us/states/ks/people/steve-howe.md
index cdf28b702e..ca79a809aa 100644
--- a/data/jurisdictions/us/states/ks/people/steve-howe.md
+++ b/data/jurisdictions/us/states/ks/people/steve-howe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 71"
+represents: "us/states/ks/districts/house/71"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 71 (KS State House of Representatives District 71).
 
+Represents [KS State House of Representatives District 71](/us/states/ks/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/steve-huebert.md b/data/jurisdictions/us/states/ks/people/steve-huebert.md
index f6d85a44eb..e9abc20141 100644
--- a/data/jurisdictions/us/states/ks/people/steve-huebert.md
+++ b/data/jurisdictions/us/states/ks/people/steve-huebert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 90"
+represents: "us/states/ks/districts/house/90"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 90 (KS State House of Representatives District 90).
 
+Represents [KS State House of Representatives District 90](/us/states/ks/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/susan-estes.md b/data/jurisdictions/us/states/ks/people/susan-estes.md
index 6dc8f101ad..c31f14acd6 100644
--- a/data/jurisdictions/us/states/ks/people/susan-estes.md
+++ b/data/jurisdictions/us/states/ks/people/susan-estes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 87"
+represents: "us/states/ks/districts/house/87"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 87 (KS State House of Representatives District 87).
 
+Represents [KS State House of Representatives District 87](/us/states/ks/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/susan-humphries.md b/data/jurisdictions/us/states/ks/people/susan-humphries.md
index 6ffd28c1ae..6b639308b4 100644
--- a/data/jurisdictions/us/states/ks/people/susan-humphries.md
+++ b/data/jurisdictions/us/states/ks/people/susan-humphries.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 99"
+represents: "us/states/ks/districts/house/99"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 99 (KS State House of Representatives District 99).
 
+Represents [KS State House of Representatives District 99](/us/states/ks/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/susan-ruiz.md b/data/jurisdictions/us/states/ks/people/susan-ruiz.md
index 23df757418..62cba37e41 100644
--- a/data/jurisdictions/us/states/ks/people/susan-ruiz.md
+++ b/data/jurisdictions/us/states/ks/people/susan-ruiz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 23"
+represents: "us/states/ks/districts/house/23"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 23 (KS State House of Representatives District 23).
 
+Represents [KS State House of Representatives District 23](/us/states/ks/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/suzanne-wikle.md b/data/jurisdictions/us/states/ks/people/suzanne-wikle.md
index c9223b492c..b4889bc3a5 100644
--- a/data/jurisdictions/us/states/ks/people/suzanne-wikle.md
+++ b/data/jurisdictions/us/states/ks/people/suzanne-wikle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 10"
+represents: "us/states/ks/districts/house/10"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 10 (KS State House of Representatives District 10).
 
+Represents [KS State House of Representatives District 10](/us/states/ks/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/sydney-carlin.md b/data/jurisdictions/us/states/ks/people/sydney-carlin.md
index efb384b6f8..b888fc8ec2 100644
--- a/data/jurisdictions/us/states/ks/people/sydney-carlin.md
+++ b/data/jurisdictions/us/states/ks/people/sydney-carlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 66"
+represents: "us/states/ks/districts/house/66"
 tenure:
   start: "2003-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 66 (KS State House of Representatives District 66).
 
+Represents [KS State House of Representatives District 66](/us/states/ks/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/t-j-rose.md b/data/jurisdictions/us/states/ks/people/t-j-rose.md
index 6dc8903951..db040f7f13 100644
--- a/data/jurisdictions/us/states/ks/people/t-j-rose.md
+++ b/data/jurisdictions/us/states/ks/people/t-j-rose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 35"
+represents: "us/states/ks/districts/senate/35"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 35 (KS State Senate District 35).
 
+Represents [KS State Senate District 35](/us/states/ks/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/tim-johnson.md b/data/jurisdictions/us/states/ks/people/tim-johnson.md
index 9ca6778518..26254a2662 100644
--- a/data/jurisdictions/us/states/ks/people/tim-johnson.md
+++ b/data/jurisdictions/us/states/ks/people/tim-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 38"
+represents: "us/states/ks/districts/house/38"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 38 (KS State House of Representatives District 38).
 
+Represents [KS State House of Representatives District 38](/us/states/ks/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/tim-shallenburger.md b/data/jurisdictions/us/states/ks/people/tim-shallenburger.md
index 127e312b5a..61e64058cb 100644
--- a/data/jurisdictions/us/states/ks/people/tim-shallenburger.md
+++ b/data/jurisdictions/us/states/ks/people/tim-shallenburger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 13"
+represents: "us/states/ks/districts/senate/13"
 tenure:
   start: "2023-01-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 13 (KS State Senate District 13).
 
+Represents [KS State Senate District 13](/us/states/ks/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/tobias-schlingensiepen.md b/data/jurisdictions/us/states/ks/people/tobias-schlingensiepen.md
index aaaf66ede2..a2a153ae25 100644
--- a/data/jurisdictions/us/states/ks/people/tobias-schlingensiepen.md
+++ b/data/jurisdictions/us/states/ks/people/tobias-schlingensiepen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 55"
+represents: "us/states/ks/districts/house/55"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 55 (KS State House of Representatives District 55).
 
+Represents [KS State House of Representatives District 55](/us/states/ks/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/tom-kessler.md b/data/jurisdictions/us/states/ks/people/tom-kessler.md
index 5ae47e73ad..241ed3fb68 100644
--- a/data/jurisdictions/us/states/ks/people/tom-kessler.md
+++ b/data/jurisdictions/us/states/ks/people/tom-kessler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 96"
+represents: "us/states/ks/districts/house/96"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 96 (KS State House of Representatives District 96).
 
+Represents [KS State House of Representatives District 96](/us/states/ks/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/tom-sawyer.md b/data/jurisdictions/us/states/ks/people/tom-sawyer.md
index 451d9ea386..aea719e14b 100644
--- a/data/jurisdictions/us/states/ks/people/tom-sawyer.md
+++ b/data/jurisdictions/us/states/ks/people/tom-sawyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 95"
+represents: "us/states/ks/districts/house/95"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 95 (KS State House of Representatives District 95).
 
+Represents [KS State House of Representatives District 95](/us/states/ks/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/tory-marie-blew.md b/data/jurisdictions/us/states/ks/people/tory-marie-blew.md
index f971e6cf79..7c5a3adb38 100644
--- a/data/jurisdictions/us/states/ks/people/tory-marie-blew.md
+++ b/data/jurisdictions/us/states/ks/people/tory-marie-blew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 33"
+represents: "us/states/ks/districts/senate/33"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 33 (KS State Senate District 33).
 
+Represents [KS State Senate District 33](/us/states/ks/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/troy-waymaster.md b/data/jurisdictions/us/states/ks/people/troy-waymaster.md
index f0c9485a2f..a465f6eeb7 100644
--- a/data/jurisdictions/us/states/ks/people/troy-waymaster.md
+++ b/data/jurisdictions/us/states/ks/people/troy-waymaster.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 109"
+represents: "us/states/ks/districts/house/109"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 109 (KS State House of Representatives District 109).
 
+Represents [KS State House of Representatives District 109](/us/states/ks/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/ty-masterson.md b/data/jurisdictions/us/states/ks/people/ty-masterson.md
index 60e300660f..7943a2c46d 100644
--- a/data/jurisdictions/us/states/ks/people/ty-masterson.md
+++ b/data/jurisdictions/us/states/ks/people/ty-masterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 16"
+represents: "us/states/ks/districts/senate/16"
 tenure:
   start: "2009-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 16 (KS State Senate District 16).
 
+Represents [KS State Senate District 16](/us/states/ks/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/val-winn.md b/data/jurisdictions/us/states/ks/people/val-winn.md
index 75aee9e48f..b5c240ddbb 100644
--- a/data/jurisdictions/us/states/ks/people/val-winn.md
+++ b/data/jurisdictions/us/states/ks/people/val-winn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 34"
+represents: "us/states/ks/districts/house/34"
 tenure:
   start: "2001-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 34 (KS State House of Representatives District 34).
 
+Represents [KS State House of Representatives District 34](/us/states/ks/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/virgil-peck.md b/data/jurisdictions/us/states/ks/people/virgil-peck.md
index d34b4e05f6..913153afbc 100644
--- a/data/jurisdictions/us/states/ks/people/virgil-peck.md
+++ b/data/jurisdictions/us/states/ks/people/virgil-peck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State Senate District 15"
+represents: "us/states/ks/districts/senate/15"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS Senate District 15 (KS State Senate District 15).
 
+Represents [KS State Senate District 15](/us/states/ks/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/virgil-weigel.md b/data/jurisdictions/us/states/ks/people/virgil-weigel.md
index d3fea0d6e7..c01fd83cf5 100644
--- a/data/jurisdictions/us/states/ks/people/virgil-weigel.md
+++ b/data/jurisdictions/us/states/ks/people/virgil-weigel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 56"
+represents: "us/states/ks/districts/house/56"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 56 (KS State House of Representatives District 56).
 
+Represents [KS State House of Representatives District 56](/us/states/ks/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/wanda-paige.md b/data/jurisdictions/us/states/ks/people/wanda-paige.md
index 64c65245f7..bbbd4a12dd 100644
--- a/data/jurisdictions/us/states/ks/people/wanda-paige.md
+++ b/data/jurisdictions/us/states/ks/people/wanda-paige.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 35"
+represents: "us/states/ks/districts/house/35"
 tenure:
   start: "2024-10-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 35 (KS State House of Representatives District 35).
 
+Represents [KS State House of Representatives District 35](/us/states/ks/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/web-roth.md b/data/jurisdictions/us/states/ks/people/web-roth.md
index 3b974e4c03..eb6493ebec 100644
--- a/data/jurisdictions/us/states/ks/people/web-roth.md
+++ b/data/jurisdictions/us/states/ks/people/web-roth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 79"
+represents: "us/states/ks/districts/house/79"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 79 (KS State House of Representatives District 79).
 
+Represents [KS State House of Representatives District 79](/us/states/ks/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ks/people/will-carpenter.md b/data/jurisdictions/us/states/ks/people/will-carpenter.md
index 6b0c26777a..a4f431d257 100644
--- a/data/jurisdictions/us/states/ks/people/will-carpenter.md
+++ b/data/jurisdictions/us/states/ks/people/will-carpenter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KS"
 district: "KS State House of Representatives District 75"
+represents: "us/states/ks/districts/house/75"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KS House District 75 (KS State House of Representatives District 75).
 
+Represents [KS State House of Representatives District 75](/us/states/ks/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/counties/adair/index.md b/data/jurisdictions/us/states/ky/counties/adair/index.md
index f5ff853ef1..428e5aeee5 100644
--- a/data/jurisdictions/us/states/ky/counties/adair/index.md
+++ b/data/jurisdictions/us/states/ky/counties/adair/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 671
   bachelors_plus: 4169
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ky/districts/house/21"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 671 |
 | Bachelor's or higher | 4169 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 16](/us/states/ky/districts/senate/16.md) — 100% (state senate)
+- [KY House District 21](/us/states/ky/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/allen/index.md b/data/jurisdictions/us/states/ky/counties/allen/index.md
index 6e3aa64c0b..f127f185e7 100644
--- a/data/jurisdictions/us/states/ky/counties/allen/index.md
+++ b/data/jurisdictions/us/states/ky/counties/allen/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 32
   hispanic: 620
   bachelors_plus: 3755
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9924
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.0075
+  - to: "us/states/ky/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/22"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 620 |
 | Bachelor's or higher | 3755 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 99% (congressional)
+- [KY-02](/us/states/ky/districts/02.md) — 1% (congressional)
+- [KY Senate District 16](/us/states/ky/districts/senate/16.md) — 100% (state senate)
+- [KY House District 22](/us/states/ky/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/anderson/index.md b/data/jurisdictions/us/states/ky/counties/anderson/index.md
index a93e8af0e5..9d19b9af1c 100644
--- a/data/jurisdictions/us/states/ky/counties/anderson/index.md
+++ b/data/jurisdictions/us/states/ky/counties/anderson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 639
   bachelors_plus: 5942
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.5147
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.4831
+  - to: "us/states/ky/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/house/53"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 639 |
 | Bachelor's or higher | 5942 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 51% (congressional)
+- [KY-01](/us/states/ky/districts/01.md) — 48% (congressional)
+- [KY Senate District 7](/us/states/ky/districts/senate/7.md) — 100% (state senate)
+- [KY House District 53](/us/states/ky/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/ballard/index.md b/data/jurisdictions/us/states/ky/counties/ballard/index.md
index 34dc1d2636..e0754ab78e 100644
--- a/data/jurisdictions/us/states/ky/counties/ballard/index.md
+++ b/data/jurisdictions/us/states/ky/counties/ballard/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 119
   bachelors_plus: 1356
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ky/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/house/1"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 119 |
 | Bachelor's or higher | 1356 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 2](/us/states/ky/districts/senate/2.md) — 100% (state senate)
+- [KY House District 1](/us/states/ky/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/barren/index.md b/data/jurisdictions/us/states/ky/counties/barren/index.md
index 33eea7c712..0d87cda63d 100644
--- a/data/jurisdictions/us/states/ky/counties/barren/index.md
+++ b/data/jurisdictions/us/states/ky/counties/barren/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 158
   hispanic: 1991
   bachelors_plus: 7748
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/ky/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/23"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1991 |
 | Bachelor's or higher | 7748 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 9](/us/states/ky/districts/senate/9.md) — 100% (state senate)
+- [KY House District 23](/us/states/ky/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/bath/index.md b/data/jurisdictions/us/states/ky/counties/bath/index.md
index 049e8a7240..2245a85827 100644
--- a/data/jurisdictions/us/states/ky/counties/bath/index.md
+++ b/data/jurisdictions/us/states/ky/counties/bath/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 5
   hispanic: 235
   bachelors_plus: 1502
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.5425
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.4575
+  - to: "us/states/ky/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/house/74"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 235 |
 | Bachelor's or higher | 1502 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 54% (congressional)
+- [KY-06](/us/states/ky/districts/06.md) — 46% (congressional)
+- [KY Senate District 28](/us/states/ky/districts/senate/28.md) — 100% (state senate)
+- [KY House District 74](/us/states/ky/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/bell/index.md b/data/jurisdictions/us/states/ky/counties/bell/index.md
index 41ee29a5a4..f69b73280b 100644
--- a/data/jurisdictions/us/states/ky/counties/bell/index.md
+++ b/data/jurisdictions/us/states/ky/counties/bell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 27
   hispanic: 114
   bachelors_plus: 3652
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/house/87"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 114 |
 | Bachelor's or higher | 3652 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 29](/us/states/ky/districts/senate/29.md) — 100% (state senate)
+- [KY House District 87](/us/states/ky/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/boone/index.md b/data/jurisdictions/us/states/ky/counties/boone/index.md
index d5e8ef37e1..ea5fbfb40b 100644
--- a/data/jurisdictions/us/states/ky/counties/boone/index.md
+++ b/data/jurisdictions/us/states/ky/counties/boone/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 566
   hispanic: 8264
   bachelors_plus: 45272
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/senate/11"
+    rel: in-district
+    area_weight: 0.6724
+  - to: "us/states/ky/districts/senate/20"
+    rel: in-district
+    area_weight: 0.3269
+  - to: "us/states/ky/districts/house/66"
+    rel: in-district
+    area_weight: 0.4636
+  - to: "us/states/ky/districts/house/60"
+    rel: in-district
+    area_weight: 0.2168
+  - to: "us/states/ky/districts/house/61"
+    rel: in-district
+    area_weight: 0.1797
+  - to: "us/states/ky/districts/house/63"
+    rel: in-district
+    area_weight: 0.074
+  - to: "us/states/ky/districts/house/78"
+    rel: in-district
+    area_weight: 0.0436
+  - to: "us/states/ky/districts/house/69"
+    rel: in-district
+    area_weight: 0.0216
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 8264 |
 | Bachelor's or higher | 45272 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 11](/us/states/ky/districts/senate/11.md) — 67% (state senate)
+- [KY Senate District 20](/us/states/ky/districts/senate/20.md) — 33% (state senate)
+- [KY House District 66](/us/states/ky/districts/house/66.md) — 46% (state house)
+- [KY House District 60](/us/states/ky/districts/house/60.md) — 22% (state house)
+- [KY House District 61](/us/states/ky/districts/house/61.md) — 18% (state house)
+- [KY House District 63](/us/states/ky/districts/house/63.md) — 7% (state house)
+- [KY House District 78](/us/states/ky/districts/house/78.md) — 4% (state house)
+- [KY House District 69](/us/states/ky/districts/house/69.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/bourbon/index.md b/data/jurisdictions/us/states/ky/counties/bourbon/index.md
index d52809b93b..15238f5dc0 100644
--- a/data/jurisdictions/us/states/ky/counties/bourbon/index.md
+++ b/data/jurisdictions/us/states/ky/counties/bourbon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 39
   hispanic: 1569
   bachelors_plus: 5308
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ky/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/72"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1569 |
 | Bachelor's or higher | 5308 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 100% (congressional)
+- [KY Senate District 27](/us/states/ky/districts/senate/27.md) — 100% (state senate)
+- [KY House District 72](/us/states/ky/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/boyd/index.md b/data/jurisdictions/us/states/ky/counties/boyd/index.md
index f8f589dc6a..cf695a56b6 100644
--- a/data/jurisdictions/us/states/ky/counties/boyd/index.md
+++ b/data/jurisdictions/us/states/ky/counties/boyd/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 47
   hispanic: 873
   bachelors_plus: 9948
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/ky/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/house/100"
+    rel: in-district
+    area_weight: 0.5616
+  - to: "us/states/ky/districts/house/96"
+    rel: in-district
+    area_weight: 0.3573
+  - to: "us/states/ky/districts/house/98"
+    rel: in-district
+    area_weight: 0.0807
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 873 |
 | Bachelor's or higher | 9948 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 18](/us/states/ky/districts/senate/18.md) — 100% (state senate)
+- [KY House District 100](/us/states/ky/districts/house/100.md) — 56% (state house)
+- [KY House District 96](/us/states/ky/districts/house/96.md) — 36% (state house)
+- [KY House District 98](/us/states/ky/districts/house/98.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/boyle/index.md b/data/jurisdictions/us/states/ky/counties/boyle/index.md
index dca6ebd681..aeec131ce0 100644
--- a/data/jurisdictions/us/states/ky/counties/boyle/index.md
+++ b/data/jurisdictions/us/states/ky/counties/boyle/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 1457
   bachelors_plus: 7900
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9902
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/ky/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/house/54"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 1457 |
 | Bachelor's or higher | 7900 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 99% (congressional)
+- [KY-06](/us/states/ky/districts/06.md) — 1% (congressional)
+- [KY Senate District 12](/us/states/ky/districts/senate/12.md) — 100% (state senate)
+- [KY House District 54](/us/states/ky/districts/house/54.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/bracken/index.md b/data/jurisdictions/us/states/ky/counties/bracken/index.md
index fc7a910de2..e730752ea5 100644
--- a/data/jurisdictions/us/states/ky/counties/bracken/index.md
+++ b/data/jurisdictions/us/states/ky/counties/bracken/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 84
   hispanic: 125
   bachelors_plus: 1588
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ky/districts/house/70"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 125 |
 | Bachelor's or higher | 1588 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 24](/us/states/ky/districts/senate/24.md) — 100% (state senate)
+- [KY House District 70](/us/states/ky/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/breathitt/index.md b/data/jurisdictions/us/states/ky/counties/breathitt/index.md
index 3c1c2a7e8d..2a4a40cbc5 100644
--- a/data/jurisdictions/us/states/ky/counties/breathitt/index.md
+++ b/data/jurisdictions/us/states/ky/counties/breathitt/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 149
   bachelors_plus: 2193
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/84"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 149 |
 | Bachelor's or higher | 2193 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 30](/us/states/ky/districts/senate/30.md) — 100% (state senate)
+- [KY House District 84](/us/states/ky/districts/house/84.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/breckinridge/index.md b/data/jurisdictions/us/states/ky/counties/breckinridge/index.md
index 666890e8b9..d7fb9670d3 100644
--- a/data/jurisdictions/us/states/ky/counties/breckinridge/index.md
+++ b/data/jurisdictions/us/states/ky/counties/breckinridge/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 350
   bachelors_plus: 2722
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/10"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 350 |
 | Bachelor's or higher | 2722 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 5](/us/states/ky/districts/senate/5.md) — 100% (state senate)
+- [KY House District 10](/us/states/ky/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/bullitt/index.md b/data/jurisdictions/us/states/ky/counties/bullitt/index.md
index 18dd47b9b2..9bc9da4840 100644
--- a/data/jurisdictions/us/states/ky/counties/bullitt/index.md
+++ b/data/jurisdictions/us/states/ky/counties/bullitt/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 17
   hispanic: 2769
   bachelors_plus: 15991
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/ky/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/49"
+    rel: in-district
+    area_weight: 0.545
+  - to: "us/states/ky/districts/house/26"
+    rel: in-district
+    area_weight: 0.4518
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2769 |
 | Bachelor's or higher | 15991 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 38](/us/states/ky/districts/senate/38.md) — 100% (state senate)
+- [KY House District 49](/us/states/ky/districts/house/49.md) — 55% (state house)
+- [KY House District 26](/us/states/ky/districts/house/26.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/butler/index.md b/data/jurisdictions/us/states/ky/counties/butler/index.md
index 38dfd7a36b..6a2011d1f3 100644
--- a/data/jurisdictions/us/states/ky/counties/butler/index.md
+++ b/data/jurisdictions/us/states/ky/counties/butler/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 656
   bachelors_plus: 1258
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/15"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 656 |
 | Bachelor's or higher | 1258 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 5](/us/states/ky/districts/senate/5.md) — 100% (state senate)
+- [KY House District 15](/us/states/ky/districts/house/15.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/caldwell/index.md b/data/jurisdictions/us/states/ky/counties/caldwell/index.md
index 8fa7dd07fa..c83772f982 100644
--- a/data/jurisdictions/us/states/ky/counties/caldwell/index.md
+++ b/data/jurisdictions/us/states/ky/counties/caldwell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 186
   bachelors_plus: 2123
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/3"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ky/districts/house/8"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 186 |
 | Bachelor's or higher | 2123 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 3](/us/states/ky/districts/senate/3.md) — 100% (state senate)
+- [KY House District 8](/us/states/ky/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/calloway/index.md b/data/jurisdictions/us/states/ky/counties/calloway/index.md
index f02b055c3c..204f98c7e6 100644
--- a/data/jurisdictions/us/states/ky/counties/calloway/index.md
+++ b/data/jurisdictions/us/states/ky/counties/calloway/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 72
   hispanic: 1406
   bachelors_plus: 10568
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/5"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1406 |
 | Bachelor's or higher | 10568 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 1](/us/states/ky/districts/senate/1.md) — 100% (state senate)
+- [KY House District 5](/us/states/ky/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/campbell/index.md b/data/jurisdictions/us/states/ky/counties/campbell/index.md
index 38334c9548..1be13a316e 100644
--- a/data/jurisdictions/us/states/ky/counties/campbell/index.md
+++ b/data/jurisdictions/us/states/ky/counties/campbell/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 47
   hispanic: 2449
   bachelors_plus: 36416
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ky/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ky/districts/house/68"
+    rel: in-district
+    area_weight: 0.6458
+  - to: "us/states/ky/districts/house/78"
+    rel: in-district
+    area_weight: 0.2242
+  - to: "us/states/ky/districts/house/67"
+    rel: in-district
+    area_weight: 0.1289
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 2449 |
 | Bachelor's or higher | 36416 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 24](/us/states/ky/districts/senate/24.md) — 100% (state senate)
+- [KY House District 68](/us/states/ky/districts/house/68.md) — 65% (state house)
+- [KY House District 78](/us/states/ky/districts/house/78.md) — 22% (state house)
+- [KY House District 67](/us/states/ky/districts/house/67.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/carlisle/index.md b/data/jurisdictions/us/states/ky/counties/carlisle/index.md
index e3757dc8e4..23996b5c3d 100644
--- a/data/jurisdictions/us/states/ky/counties/carlisle/index.md
+++ b/data/jurisdictions/us/states/ky/counties/carlisle/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 153
   bachelors_plus: 700
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/house/1"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 153 |
 | Bachelor's or higher | 700 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 2](/us/states/ky/districts/senate/2.md) — 100% (state senate)
+- [KY House District 1](/us/states/ky/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/carroll/index.md b/data/jurisdictions/us/states/ky/counties/carroll/index.md
index dd61599a31..3558650faa 100644
--- a/data/jurisdictions/us/states/ky/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/ky/counties/carroll/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 826
   bachelors_plus: 1115
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/house/47"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 826 |
 | Bachelor's or higher | 1115 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 20](/us/states/ky/districts/senate/20.md) — 100% (state senate)
+- [KY House District 47](/us/states/ky/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/carter/index.md b/data/jurisdictions/us/states/ky/counties/carter/index.md
index 9f91f92abf..8232763cab 100644
--- a/data/jurisdictions/us/states/ky/counties/carter/index.md
+++ b/data/jurisdictions/us/states/ky/counties/carter/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 6
   hispanic: 227
   bachelors_plus: 4282
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.7447
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.2553
+  - to: "us/states/ky/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/96"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 227 |
 | Bachelor's or higher | 4282 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 74% (congressional)
+- [KY-04](/us/states/ky/districts/04.md) — 26% (congressional)
+- [KY Senate District 18](/us/states/ky/districts/senate/18.md) — 100% (state senate)
+- [KY House District 96](/us/states/ky/districts/house/96.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/casey/index.md b/data/jurisdictions/us/states/ky/counties/casey/index.md
index 276730f21f..e735bc9839 100644
--- a/data/jurisdictions/us/states/ky/counties/casey/index.md
+++ b/data/jurisdictions/us/states/ky/counties/casey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 546
   bachelors_plus: 2058
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ky/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/54"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 546 |
 | Bachelor's or higher | 2058 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 21](/us/states/ky/districts/senate/21.md) — 100% (state senate)
+- [KY House District 54](/us/states/ky/districts/house/54.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/christian/index.md b/data/jurisdictions/us/states/ky/counties/christian/index.md
index 4fa5779386..e3545866a1 100644
--- a/data/jurisdictions/us/states/ky/counties/christian/index.md
+++ b/data/jurisdictions/us/states/ky/counties/christian/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 146
   hispanic: 6267
   bachelors_plus: 10882
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ky/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/8"
+    rel: in-district
+    area_weight: 0.4116
+  - to: "us/states/ky/districts/house/9"
+    rel: in-district
+    area_weight: 0.323
+  - to: "us/states/ky/districts/house/16"
+    rel: in-district
+    area_weight: 0.2651
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6267 |
 | Bachelor's or higher | 10882 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 3](/us/states/ky/districts/senate/3.md) — 100% (state senate)
+- [KY House District 8](/us/states/ky/districts/house/8.md) — 41% (state house)
+- [KY House District 9](/us/states/ky/districts/house/9.md) — 32% (state house)
+- [KY House District 16](/us/states/ky/districts/house/16.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/clark/index.md b/data/jurisdictions/us/states/ky/counties/clark/index.md
index 12ba8fb376..7b0a546ddb 100644
--- a/data/jurisdictions/us/states/ky/counties/clark/index.md
+++ b/data/jurisdictions/us/states/ky/counties/clark/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 265
   hispanic: 1534
   bachelors_plus: 8299
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/73"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1534 |
 | Bachelor's or higher | 8299 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 100% (congressional)
+- [KY Senate District 28](/us/states/ky/districts/senate/28.md) — 100% (state senate)
+- [KY House District 73](/us/states/ky/districts/house/73.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/clay/index.md b/data/jurisdictions/us/states/ky/counties/clay/index.md
index 40748a400d..adbaceade1 100644
--- a/data/jurisdictions/us/states/ky/counties/clay/index.md
+++ b/data/jurisdictions/us/states/ky/counties/clay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 421
   bachelors_plus: 3484
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/90"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 421 |
 | Bachelor's or higher | 3484 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 25](/us/states/ky/districts/senate/25.md) — 100% (state senate)
+- [KY House District 90](/us/states/ky/districts/house/90.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/clinton/index.md b/data/jurisdictions/us/states/ky/counties/clinton/index.md
index 767f0ebf97..814aa21f82 100644
--- a/data/jurisdictions/us/states/ky/counties/clinton/index.md
+++ b/data/jurisdictions/us/states/ky/counties/clinton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 50
   hispanic: 315
   bachelors_plus: 1612
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9959
+  - to: "us/states/ky/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/83"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 315 |
 | Bachelor's or higher | 1612 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 15](/us/states/ky/districts/senate/15.md) — 100% (state senate)
+- [KY House District 83](/us/states/ky/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/crittenden/index.md b/data/jurisdictions/us/states/ky/counties/crittenden/index.md
index f275441b9b..6c642f2547 100644
--- a/data/jurisdictions/us/states/ky/counties/crittenden/index.md
+++ b/data/jurisdictions/us/states/ky/counties/crittenden/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 158
   bachelors_plus: 1358
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ky/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ky/districts/house/12"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 158 |
 | Bachelor's or higher | 1358 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 1](/us/states/ky/districts/senate/1.md) — 100% (state senate)
+- [KY House District 12](/us/states/ky/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/cumberland/index.md b/data/jurisdictions/us/states/ky/counties/cumberland/index.md
index 6c317c81fc..7205f1bbcc 100644
--- a/data/jurisdictions/us/states/ky/counties/cumberland/index.md
+++ b/data/jurisdictions/us/states/ky/counties/cumberland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 39
   hispanic: 120
   bachelors_plus: 1152
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ky/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/21"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 120 |
 | Bachelor's or higher | 1152 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 15](/us/states/ky/districts/senate/15.md) — 100% (state senate)
+- [KY House District 21](/us/states/ky/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/daviess/index.md b/data/jurisdictions/us/states/ky/counties/daviess/index.md
index 3f2a95d402..93737e1a84 100644
--- a/data/jurisdictions/us/states/ky/counties/daviess/index.md
+++ b/data/jurisdictions/us/states/ky/counties/daviess/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 505
   hispanic: 4412
   bachelors_plus: 25775
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ky/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/7"
+    rel: in-district
+    area_weight: 0.4815
+  - to: "us/states/ky/districts/house/14"
+    rel: in-district
+    area_weight: 0.3994
+  - to: "us/states/ky/districts/house/13"
+    rel: in-district
+    area_weight: 0.1189
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4412 |
 | Bachelor's or higher | 25775 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 8](/us/states/ky/districts/senate/8.md) — 100% (state senate)
+- [KY House District 7](/us/states/ky/districts/house/7.md) — 48% (state house)
+- [KY House District 14](/us/states/ky/districts/house/14.md) — 40% (state house)
+- [KY House District 13](/us/states/ky/districts/house/13.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/edmonson/index.md b/data/jurisdictions/us/states/ky/counties/edmonson/index.md
index 7dd6ce302e..d5c92bc93e 100644
--- a/data/jurisdictions/us/states/ky/counties/edmonson/index.md
+++ b/data/jurisdictions/us/states/ky/counties/edmonson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 211
   bachelors_plus: 1483
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ky/districts/house/19"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 211 |
 | Bachelor's or higher | 1483 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 9](/us/states/ky/districts/senate/9.md) — 100% (state senate)
+- [KY House District 19](/us/states/ky/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/elliott/index.md b/data/jurisdictions/us/states/ky/counties/elliott/index.md
index 82ce2175c6..42e1375238 100644
--- a/data/jurisdictions/us/states/ky/counties/elliott/index.md
+++ b/data/jurisdictions/us/states/ky/counties/elliott/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 124
   bachelors_plus: 686
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/house/99"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 124 |
 | Bachelor's or higher | 686 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 31](/us/states/ky/districts/senate/31.md) — 100% (state senate)
+- [KY House District 99](/us/states/ky/districts/house/99.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/estill/index.md b/data/jurisdictions/us/states/ky/counties/estill/index.md
index bf4fdde141..f95f190f55 100644
--- a/data/jurisdictions/us/states/ky/counties/estill/index.md
+++ b/data/jurisdictions/us/states/ky/counties/estill/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 132
   bachelors_plus: 1677
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/ky/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/91"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 132 |
 | Bachelor's or higher | 1677 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 100% (congressional)
+- [KY Senate District 30](/us/states/ky/districts/senate/30.md) — 100% (state senate)
+- [KY House District 91](/us/states/ky/districts/house/91.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/fayette/index.md b/data/jurisdictions/us/states/ky/counties/fayette/index.md
index ff0cc14455..acf92e01b1 100644
--- a/data/jurisdictions/us/states/ky/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/ky/counties/fayette/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 714
   hispanic: 30824
   bachelors_plus: 146521
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/28"
+    rel: in-district
+    area_weight: 0.2798
+  - to: "us/states/ky/districts/senate/27"
+    rel: in-district
+    area_weight: 0.222
+  - to: "us/states/ky/districts/senate/34"
+    rel: in-district
+    area_weight: 0.163
+  - to: "us/states/ky/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1184
+  - to: "us/states/ky/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0968
+  - to: "us/states/ky/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0884
+  - to: "us/states/ky/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0317
+  - to: "us/states/ky/districts/house/88"
+    rel: in-district
+    area_weight: 0.4274
+  - to: "us/states/ky/districts/house/73"
+    rel: in-district
+    area_weight: 0.2261
+  - to: "us/states/ky/districts/house/45"
+    rel: in-district
+    area_weight: 0.1124
+  - to: "us/states/ky/districts/house/77"
+    rel: in-district
+    area_weight: 0.0591
+  - to: "us/states/ky/districts/house/76"
+    rel: in-district
+    area_weight: 0.0511
+  - to: "us/states/ky/districts/house/93"
+    rel: in-district
+    area_weight: 0.0388
+  - to: "us/states/ky/districts/house/75"
+    rel: in-district
+    area_weight: 0.038
+  - to: "us/states/ky/districts/house/79"
+    rel: in-district
+    area_weight: 0.0371
+  - to: "us/states/ky/districts/house/39"
+    rel: in-district
+    area_weight: 0.0097
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 30824 |
 | Bachelor's or higher | 146521 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 100% (congressional)
+- [KY Senate District 28](/us/states/ky/districts/senate/28.md) — 28% (state senate)
+- [KY Senate District 27](/us/states/ky/districts/senate/27.md) — 22% (state senate)
+- [KY Senate District 34](/us/states/ky/districts/senate/34.md) — 16% (state senate)
+- [KY Senate District 17](/us/states/ky/districts/senate/17.md) — 12% (state senate)
+- [KY Senate District 13](/us/states/ky/districts/senate/13.md) — 10% (state senate)
+- [KY Senate District 12](/us/states/ky/districts/senate/12.md) — 9% (state senate)
+- [KY Senate District 22](/us/states/ky/districts/senate/22.md) — 3% (state senate)
+- [KY House District 88](/us/states/ky/districts/house/88.md) — 43% (state house)
+- [KY House District 73](/us/states/ky/districts/house/73.md) — 23% (state house)
+- [KY House District 45](/us/states/ky/districts/house/45.md) — 11% (state house)
+- [KY House District 77](/us/states/ky/districts/house/77.md) — 6% (state house)
+- [KY House District 76](/us/states/ky/districts/house/76.md) — 5% (state house)
+- [KY House District 93](/us/states/ky/districts/house/93.md) — 4% (state house)
+- [KY House District 75](/us/states/ky/districts/house/75.md) — 4% (state house)
+- [KY House District 79](/us/states/ky/districts/house/79.md) — 4% (state house)
+- [KY House District 39](/us/states/ky/districts/house/39.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/fleming/index.md b/data/jurisdictions/us/states/ky/counties/fleming/index.md
index 5f55504e9b..bf8921fae1 100644
--- a/data/jurisdictions/us/states/ky/counties/fleming/index.md
+++ b/data/jurisdictions/us/states/ky/counties/fleming/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 259
   bachelors_plus: 2772
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.9904
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.0074
+  - to: "us/states/ky/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/72"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 259 |
 | Bachelor's or higher | 2772 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 99% (congressional)
+- [KY-05](/us/states/ky/districts/05.md) — 1% (congressional)
+- [KY Senate District 27](/us/states/ky/districts/senate/27.md) — 100% (state senate)
+- [KY House District 72](/us/states/ky/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/floyd/index.md b/data/jurisdictions/us/states/ky/counties/floyd/index.md
index 58f73dc939..c8dfa72c2c 100644
--- a/data/jurisdictions/us/states/ky/counties/floyd/index.md
+++ b/data/jurisdictions/us/states/ky/counties/floyd/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 329
   bachelors_plus: 5537
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/house/95"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 329 |
 | Bachelor's or higher | 5537 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 29](/us/states/ky/districts/senate/29.md) — 100% (state senate)
+- [KY House District 95](/us/states/ky/districts/house/95.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/franklin/index.md b/data/jurisdictions/us/states/ky/counties/franklin/index.md
index edb8afc64a..029a3a9c6f 100644
--- a/data/jurisdictions/us/states/ky/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/ky/counties/franklin/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 60
   hispanic: 2281
   bachelors_plus: 16374
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/ky/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/57"
+    rel: in-district
+    area_weight: 0.6077
+  - to: "us/states/ky/districts/house/56"
+    rel: in-district
+    area_weight: 0.3919
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2281 |
 | Bachelor's or higher | 16374 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 20](/us/states/ky/districts/senate/20.md) — 100% (state senate)
+- [KY House District 57](/us/states/ky/districts/house/57.md) — 61% (state house)
+- [KY House District 56](/us/states/ky/districts/house/56.md) — 39% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/fulton/index.md b/data/jurisdictions/us/states/ky/counties/fulton/index.md
index d01eb2644b..4aac59b958 100644
--- a/data/jurisdictions/us/states/ky/counties/fulton/index.md
+++ b/data/jurisdictions/us/states/ky/counties/fulton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 213
   bachelors_plus: 869
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/ky/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/ky/districts/house/1"
+    rel: in-district
+    area_weight: 0.9978
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 213 |
 | Bachelor's or higher | 869 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 1](/us/states/ky/districts/senate/1.md) — 100% (state senate)
+- [KY House District 1](/us/states/ky/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/gallatin/index.md b/data/jurisdictions/us/states/ky/counties/gallatin/index.md
index 7851113e51..874845dfa1 100644
--- a/data/jurisdictions/us/states/ky/counties/gallatin/index.md
+++ b/data/jurisdictions/us/states/ky/counties/gallatin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 478
   bachelors_plus: 1220
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/61"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 478 |
 | Bachelor's or higher | 1220 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 20](/us/states/ky/districts/senate/20.md) — 100% (state senate)
+- [KY House District 61](/us/states/ky/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/garrard/index.md b/data/jurisdictions/us/states/ky/counties/garrard/index.md
index 1bb4742644..b0ca47ed22 100644
--- a/data/jurisdictions/us/states/ky/counties/garrard/index.md
+++ b/data/jurisdictions/us/states/ky/counties/garrard/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 30
   hispanic: 524
   bachelors_plus: 3347
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.9948
+  - to: "us/states/ky/districts/senate/22"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ky/districts/house/80"
+    rel: in-district
+    area_weight: 0.9989
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 524 |
 | Bachelor's or higher | 3347 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 99% (congressional)
+- [KY Senate District 22](/us/states/ky/districts/senate/22.md) — 100% (state senate)
+- [KY House District 80](/us/states/ky/districts/house/80.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/grant/index.md b/data/jurisdictions/us/states/ky/counties/grant/index.md
index 6ea869b3a0..fe67d64daf 100644
--- a/data/jurisdictions/us/states/ky/counties/grant/index.md
+++ b/data/jurisdictions/us/states/ky/counties/grant/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 824
   bachelors_plus: 3505
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/61"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 824 |
 | Bachelor's or higher | 3505 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 17](/us/states/ky/districts/senate/17.md) — 100% (state senate)
+- [KY House District 61](/us/states/ky/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/graves/index.md b/data/jurisdictions/us/states/ky/counties/graves/index.md
index c35a6a43c7..1b32fbd5f5 100644
--- a/data/jurisdictions/us/states/ky/counties/graves/index.md
+++ b/data/jurisdictions/us/states/ky/counties/graves/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 84
   hispanic: 2983
   bachelors_plus: 6595
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ky/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/2"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2983 |
 | Bachelor's or higher | 6595 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 1](/us/states/ky/districts/senate/1.md) — 100% (state senate)
+- [KY House District 2](/us/states/ky/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/grayson/index.md b/data/jurisdictions/us/states/ky/counties/grayson/index.md
index 5437d0da44..352b14daf5 100644
--- a/data/jurisdictions/us/states/ky/counties/grayson/index.md
+++ b/data/jurisdictions/us/states/ky/counties/grayson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 430
   bachelors_plus: 4358
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/18"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 430 |
 | Bachelor's or higher | 4358 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 5](/us/states/ky/districts/senate/5.md) — 100% (state senate)
+- [KY House District 18](/us/states/ky/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/green/index.md b/data/jurisdictions/us/states/ky/counties/green/index.md
index d023e5c344..ca1b1f7a96 100644
--- a/data/jurisdictions/us/states/ky/counties/green/index.md
+++ b/data/jurisdictions/us/states/ky/counties/green/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 259
   bachelors_plus: 2148
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.9965
+  - to: "us/states/ky/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/house/24"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 259 |
 | Bachelor's or higher | 2148 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 9](/us/states/ky/districts/senate/9.md) — 100% (state senate)
+- [KY House District 24](/us/states/ky/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/greenup/index.md b/data/jurisdictions/us/states/ky/counties/greenup/index.md
index 3bf4a55cf4..92ac355c7a 100644
--- a/data/jurisdictions/us/states/ky/counties/greenup/index.md
+++ b/data/jurisdictions/us/states/ky/counties/greenup/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 420
   bachelors_plus: 7073
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ky/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/house/98"
+    rel: in-district
+    area_weight: 0.9989
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 420 |
 | Bachelor's or higher | 7073 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 18](/us/states/ky/districts/senate/18.md) — 100% (state senate)
+- [KY House District 98](/us/states/ky/districts/house/98.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/hancock/index.md b/data/jurisdictions/us/states/ky/counties/hancock/index.md
index 0fca0ce0d2..afa34f2ea8 100644
--- a/data/jurisdictions/us/states/ky/counties/hancock/index.md
+++ b/data/jurisdictions/us/states/ky/counties/hancock/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 74
   bachelors_plus: 1429
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ky/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/house/14"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 74 |
 | Bachelor's or higher | 1429 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 8](/us/states/ky/districts/senate/8.md) — 100% (state senate)
+- [KY House District 14](/us/states/ky/districts/house/14.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/hardin/index.md b/data/jurisdictions/us/states/ky/counties/hardin/index.md
index 61fc757f43..dc9f0a7d26 100644
--- a/data/jurisdictions/us/states/ky/counties/hardin/index.md
+++ b/data/jurisdictions/us/states/ky/counties/hardin/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 238
   hispanic: 7273
   bachelors_plus: 25948
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/18"
+    rel: in-district
+    area_weight: 0.4165
+  - to: "us/states/ky/districts/house/10"
+    rel: in-district
+    area_weight: 0.2477
+  - to: "us/states/ky/districts/house/25"
+    rel: in-district
+    area_weight: 0.1663
+  - to: "us/states/ky/districts/house/26"
+    rel: in-district
+    area_weight: 0.1549
+  - to: "us/states/ky/districts/house/27"
+    rel: in-district
+    area_weight: 0.0145
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 7273 |
 | Bachelor's or higher | 25948 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 10](/us/states/ky/districts/senate/10.md) — 100% (state senate)
+- [KY House District 18](/us/states/ky/districts/house/18.md) — 42% (state house)
+- [KY House District 10](/us/states/ky/districts/house/10.md) — 25% (state house)
+- [KY House District 25](/us/states/ky/districts/house/25.md) — 17% (state house)
+- [KY House District 26](/us/states/ky/districts/house/26.md) — 15% (state house)
+- [KY House District 27](/us/states/ky/districts/house/27.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/harlan/index.md b/data/jurisdictions/us/states/ky/counties/harlan/index.md
index 3df77ab386..b1dab3897f 100644
--- a/data/jurisdictions/us/states/ky/counties/harlan/index.md
+++ b/data/jurisdictions/us/states/ky/counties/harlan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 56
   hispanic: 135
   bachelors_plus: 3542
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ky/districts/senate/29"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ky/districts/house/87"
+    rel: in-district
+    area_weight: 0.7149
+  - to: "us/states/ky/districts/house/94"
+    rel: in-district
+    area_weight: 0.284
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 135 |
 | Bachelor's or higher | 3542 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 29](/us/states/ky/districts/senate/29.md) — 100% (state senate)
+- [KY House District 87](/us/states/ky/districts/house/87.md) — 71% (state house)
+- [KY House District 94](/us/states/ky/districts/house/94.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/harrison/index.md b/data/jurisdictions/us/states/ky/counties/harrison/index.md
index 4b19aa5623..ba858bea9d 100644
--- a/data/jurisdictions/us/states/ky/counties/harrison/index.md
+++ b/data/jurisdictions/us/states/ky/counties/harrison/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 11
   hispanic: 446
   bachelors_plus: 4282
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9945
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.0055
+  - to: "us/states/ky/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/70"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 446 |
 | Bachelor's or higher | 4282 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 99% (congressional)
+- [KY-06](/us/states/ky/districts/06.md) — 1% (congressional)
+- [KY Senate District 27](/us/states/ky/districts/senate/27.md) — 100% (state senate)
+- [KY House District 70](/us/states/ky/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/hart/index.md b/data/jurisdictions/us/states/ky/counties/hart/index.md
index f180b53c08..85ee5f7243 100644
--- a/data/jurisdictions/us/states/ky/counties/hart/index.md
+++ b/data/jurisdictions/us/states/ky/counties/hart/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 55
   hispanic: 412
   bachelors_plus: 2259
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/24"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 412 |
 | Bachelor's or higher | 2259 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 9](/us/states/ky/districts/senate/9.md) — 100% (state senate)
+- [KY House District 24](/us/states/ky/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/henderson/index.md b/data/jurisdictions/us/states/ky/counties/henderson/index.md
index a3c9f1bdf8..c71ca83477 100644
--- a/data/jurisdictions/us/states/ky/counties/henderson/index.md
+++ b/data/jurisdictions/us/states/ky/counties/henderson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 1495
   bachelors_plus: 8279
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9971
+  - to: "us/states/ky/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/house/11"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1495 |
 | Bachelor's or higher | 8279 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 4](/us/states/ky/districts/senate/4.md) — 100% (state senate)
+- [KY House District 11](/us/states/ky/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/henry/index.md b/data/jurisdictions/us/states/ky/counties/henry/index.md
index 96ce6bac1c..2ee0acdd62 100644
--- a/data/jurisdictions/us/states/ky/counties/henry/index.md
+++ b/data/jurisdictions/us/states/ky/counties/henry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 53
   hispanic: 651
   bachelors_plus: 2300
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/47"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 651 |
 | Bachelor's or higher | 2300 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 7](/us/states/ky/districts/senate/7.md) — 100% (state senate)
+- [KY House District 47](/us/states/ky/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/hickman/index.md b/data/jurisdictions/us/states/ky/counties/hickman/index.md
index 85c5099d77..72d80f509e 100644
--- a/data/jurisdictions/us/states/ky/counties/hickman/index.md
+++ b/data/jurisdictions/us/states/ky/counties/hickman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 116
   bachelors_plus: 671
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/house/1"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 116 |
 | Bachelor's or higher | 671 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 1](/us/states/ky/districts/senate/1.md) — 100% (state senate)
+- [KY House District 1](/us/states/ky/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/hopkins/index.md b/data/jurisdictions/us/states/ky/counties/hopkins/index.md
index 66f3f3e04b..c25f27ba6a 100644
--- a/data/jurisdictions/us/states/ky/counties/hopkins/index.md
+++ b/data/jurisdictions/us/states/ky/counties/hopkins/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 533
   hispanic: 1249
   bachelors_plus: 7652
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.996
+  - to: "us/states/ky/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/house/4"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1249 |
 | Bachelor's or higher | 7652 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 4](/us/states/ky/districts/senate/4.md) — 100% (state senate)
+- [KY House District 4](/us/states/ky/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/jackson/index.md b/data/jurisdictions/us/states/ky/counties/jackson/index.md
index 2c112fce09..0770b23d26 100644
--- a/data/jurisdictions/us/states/ky/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/ky/counties/jackson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 142
   bachelors_plus: 1095
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/89"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 142 |
 | Bachelor's or higher | 1095 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 25](/us/states/ky/districts/senate/25.md) — 100% (state senate)
+- [KY House District 89](/us/states/ky/districts/house/89.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/jefferson/index.md b/data/jurisdictions/us/states/ky/counties/jefferson/index.md
index 9ff5d1e92f..c7105d9283 100644
--- a/data/jurisdictions/us/states/ky/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/ky/counties/jefferson/index.md
@@ -22,9 +22,102 @@ demographics:
   race_native: 1196
   hispanic: 67277
   bachelors_plus: 285054
+districts:
+  - to: "us/states/ky/districts/03"
+    rel: in-district
+    area_weight: 0.8124
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.1868
+  - to: "us/states/ky/districts/senate/36"
+    rel: in-district
+    area_weight: 0.203
+  - to: "us/states/ky/districts/senate/33"
+    rel: in-district
+    area_weight: 0.1211
+  - to: "us/states/ky/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1144
+  - to: "us/states/ky/districts/senate/35"
+    rel: in-district
+    area_weight: 0.1127
+  - to: "us/states/ky/districts/senate/26"
+    rel: in-district
+    area_weight: 0.1039
+  - to: "us/states/ky/districts/senate/38"
+    rel: in-district
+    area_weight: 0.0995
+  - to: "us/states/ky/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0893
+  - to: "us/states/ky/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0813
+  - to: "us/states/ky/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0506
+  - to: "us/states/ky/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0238
+  - to: "us/states/ky/districts/house/36"
+    rel: in-district
+    area_weight: 0.1567
+  - to: "us/states/ky/districts/house/29"
+    rel: in-district
+    area_weight: 0.1181
+  - to: "us/states/ky/districts/house/37"
+    rel: in-district
+    area_weight: 0.1085
+  - to: "us/states/ky/districts/house/48"
+    rel: in-district
+    area_weight: 0.0731
+  - to: "us/states/ky/districts/house/44"
+    rel: in-district
+    area_weight: 0.0604
+  - to: "us/states/ky/districts/house/35"
+    rel: in-district
+    area_weight: 0.0575
+  - to: "us/states/ky/districts/house/28"
+    rel: in-district
+    area_weight: 0.0477
+  - to: "us/states/ky/districts/house/38"
+    rel: in-district
+    area_weight: 0.0461
+  - to: "us/states/ky/districts/house/31"
+    rel: in-district
+    area_weight: 0.0406
+  - to: "us/states/ky/districts/house/33"
+    rel: in-district
+    area_weight: 0.04
+  - to: "us/states/ky/districts/house/43"
+    rel: in-district
+    area_weight: 0.0391
+  - to: "us/states/ky/districts/house/32"
+    rel: in-district
+    area_weight: 0.0356
+  - to: "us/states/ky/districts/house/46"
+    rel: in-district
+    area_weight: 0.0354
+  - to: "us/states/ky/districts/house/34"
+    rel: in-district
+    area_weight: 0.0352
+  - to: "us/states/ky/districts/house/30"
+    rel: in-district
+    area_weight: 0.0316
+  - to: "us/states/ky/districts/house/40"
+    rel: in-district
+    area_weight: 0.0277
+  - to: "us/states/ky/districts/house/41"
+    rel: in-district
+    area_weight: 0.0268
+  - to: "us/states/ky/districts/house/42"
+    rel: in-district
+    area_weight: 0.0196
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +149,40 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 67277 |
 | Bachelor's or higher | 285054 |
 
+## Districts
+
+- [KY-03](/us/states/ky/districts/03.md) — 81% (congressional)
+- [KY-02](/us/states/ky/districts/02.md) — 19% (congressional)
+- [KY Senate District 36](/us/states/ky/districts/senate/36.md) — 20% (state senate)
+- [KY Senate District 33](/us/states/ky/districts/senate/33.md) — 12% (state senate)
+- [KY Senate District 7](/us/states/ky/districts/senate/7.md) — 11% (state senate)
+- [KY Senate District 35](/us/states/ky/districts/senate/35.md) — 11% (state senate)
+- [KY Senate District 26](/us/states/ky/districts/senate/26.md) — 10% (state senate)
+- [KY Senate District 38](/us/states/ky/districts/senate/38.md) — 10% (state senate)
+- [KY Senate District 37](/us/states/ky/districts/senate/37.md) — 9% (state senate)
+- [KY Senate District 19](/us/states/ky/districts/senate/19.md) — 8% (state senate)
+- [KY Senate District 6](/us/states/ky/districts/senate/6.md) — 5% (state senate)
+- [KY Senate District 10](/us/states/ky/districts/senate/10.md) — 2% (state senate)
+- [KY House District 36](/us/states/ky/districts/house/36.md) — 16% (state house)
+- [KY House District 29](/us/states/ky/districts/house/29.md) — 12% (state house)
+- [KY House District 37](/us/states/ky/districts/house/37.md) — 11% (state house)
+- [KY House District 48](/us/states/ky/districts/house/48.md) — 7% (state house)
+- [KY House District 44](/us/states/ky/districts/house/44.md) — 6% (state house)
+- [KY House District 35](/us/states/ky/districts/house/35.md) — 6% (state house)
+- [KY House District 28](/us/states/ky/districts/house/28.md) — 5% (state house)
+- [KY House District 38](/us/states/ky/districts/house/38.md) — 5% (state house)
+- [KY House District 31](/us/states/ky/districts/house/31.md) — 4% (state house)
+- [KY House District 33](/us/states/ky/districts/house/33.md) — 4% (state house)
+- [KY House District 43](/us/states/ky/districts/house/43.md) — 4% (state house)
+- [KY House District 32](/us/states/ky/districts/house/32.md) — 4% (state house)
+- [KY House District 46](/us/states/ky/districts/house/46.md) — 4% (state house)
+- [KY House District 34](/us/states/ky/districts/house/34.md) — 4% (state house)
+- [KY House District 30](/us/states/ky/districts/house/30.md) — 3% (state house)
+- [KY House District 40](/us/states/ky/districts/house/40.md) — 3% (state house)
+- [KY House District 41](/us/states/ky/districts/house/41.md) — 3% (state house)
+- [KY House District 42](/us/states/ky/districts/house/42.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/jessamine/index.md b/data/jurisdictions/us/states/ky/counties/jessamine/index.md
index 0dfedfdad5..c40eefd852 100644
--- a/data/jurisdictions/us/states/ky/counties/jessamine/index.md
+++ b/data/jurisdictions/us/states/ky/counties/jessamine/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 50
   hispanic: 2740
   bachelors_plus: 17610
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/55"
+    rel: in-district
+    area_weight: 0.4325
+  - to: "us/states/ky/districts/house/39"
+    rel: in-district
+    area_weight: 0.2682
+  - to: "us/states/ky/districts/house/56"
+    rel: in-district
+    area_weight: 0.1533
+  - to: "us/states/ky/districts/house/45"
+    rel: in-district
+    area_weight: 0.1456
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2740 |
 | Bachelor's or higher | 17610 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 100% (congressional)
+- [KY Senate District 22](/us/states/ky/districts/senate/22.md) — 100% (state senate)
+- [KY House District 55](/us/states/ky/districts/house/55.md) — 43% (state house)
+- [KY House District 39](/us/states/ky/districts/house/39.md) — 27% (state house)
+- [KY House District 56](/us/states/ky/districts/house/56.md) — 15% (state house)
+- [KY House District 45](/us/states/ky/districts/house/45.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/johnson/index.md b/data/jurisdictions/us/states/ky/counties/johnson/index.md
index f96c083bf1..e6a4f97ab3 100644
--- a/data/jurisdictions/us/states/ky/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/ky/counties/johnson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 30
   hispanic: 110
   bachelors_plus: 3777
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/97"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 110 |
 | Bachelor's or higher | 3777 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 31](/us/states/ky/districts/senate/31.md) — 100% (state senate)
+- [KY House District 97](/us/states/ky/districts/house/97.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/kenton/index.md b/data/jurisdictions/us/states/ky/counties/kenton/index.md
index fddd8d9b5a..78f6d24c07 100644
--- a/data/jurisdictions/us/states/ky/counties/kenton/index.md
+++ b/data/jurisdictions/us/states/ky/counties/kenton/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 283
   hispanic: 8330
   bachelors_plus: 59445
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/senate/17"
+    rel: in-district
+    area_weight: 0.4611
+  - to: "us/states/ky/districts/senate/23"
+    rel: in-district
+    area_weight: 0.3702
+  - to: "us/states/ky/districts/senate/20"
+    rel: in-district
+    area_weight: 0.165
+  - to: "us/states/ky/districts/house/78"
+    rel: in-district
+    area_weight: 0.4286
+  - to: "us/states/ky/districts/house/64"
+    rel: in-district
+    area_weight: 0.2133
+  - to: "us/states/ky/districts/house/65"
+    rel: in-district
+    area_weight: 0.11
+  - to: "us/states/ky/districts/house/61"
+    rel: in-district
+    area_weight: 0.0927
+  - to: "us/states/ky/districts/house/63"
+    rel: in-district
+    area_weight: 0.0927
+  - to: "us/states/ky/districts/house/69"
+    rel: in-district
+    area_weight: 0.0621
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 8330 |
 | Bachelor's or higher | 59445 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 17](/us/states/ky/districts/senate/17.md) — 46% (state senate)
+- [KY Senate District 23](/us/states/ky/districts/senate/23.md) — 37% (state senate)
+- [KY Senate District 20](/us/states/ky/districts/senate/20.md) — 16% (state senate)
+- [KY House District 78](/us/states/ky/districts/house/78.md) — 43% (state house)
+- [KY House District 64](/us/states/ky/districts/house/64.md) — 21% (state house)
+- [KY House District 65](/us/states/ky/districts/house/65.md) — 11% (state house)
+- [KY House District 61](/us/states/ky/districts/house/61.md) — 9% (state house)
+- [KY House District 63](/us/states/ky/districts/house/63.md) — 9% (state house)
+- [KY House District 69](/us/states/ky/districts/house/69.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/knott/index.md b/data/jurisdictions/us/states/ky/counties/knott/index.md
index 51e5e0dfa9..f0b56bc9df 100644
--- a/data/jurisdictions/us/states/ky/counties/knott/index.md
+++ b/data/jurisdictions/us/states/ky/counties/knott/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 80
   bachelors_plus: 2919
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/92"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 80 |
 | Bachelor's or higher | 2919 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 29](/us/states/ky/districts/senate/29.md) — 100% (state senate)
+- [KY House District 92](/us/states/ky/districts/house/92.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/knox/index.md b/data/jurisdictions/us/states/ky/counties/knox/index.md
index 0801a1c71f..8b2aab1b92 100644
--- a/data/jurisdictions/us/states/ky/counties/knox/index.md
+++ b/data/jurisdictions/us/states/ky/counties/knox/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 389
   bachelors_plus: 4168
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/86"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 389 |
 | Bachelor's or higher | 4168 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 25](/us/states/ky/districts/senate/25.md) — 100% (state senate)
+- [KY House District 86](/us/states/ky/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/larue/index.md b/data/jurisdictions/us/states/ky/counties/larue/index.md
index df55f70e49..40eb2df7e8 100644
--- a/data/jurisdictions/us/states/ky/counties/larue/index.md
+++ b/data/jurisdictions/us/states/ky/counties/larue/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 502
   bachelors_plus: 2503
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/ky/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/24"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 502 |
 | Bachelor's or higher | 2503 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 14](/us/states/ky/districts/senate/14.md) — 100% (state senate)
+- [KY House District 24](/us/states/ky/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/laurel/index.md b/data/jurisdictions/us/states/ky/counties/laurel/index.md
index e35ceb5da5..ef9ab4fa32 100644
--- a/data/jurisdictions/us/states/ky/counties/laurel/index.md
+++ b/data/jurisdictions/us/states/ky/counties/laurel/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 71
   hispanic: 1061
   bachelors_plus: 11058
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/house/85"
+    rel: in-district
+    area_weight: 0.2496
+  - to: "us/states/ky/districts/house/89"
+    rel: in-district
+    area_weight: 0.2018
+  - to: "us/states/ky/districts/house/90"
+    rel: in-district
+    area_weight: 0.1793
+  - to: "us/states/ky/districts/house/86"
+    rel: in-district
+    area_weight: 0.1502
+  - to: "us/states/ky/districts/house/71"
+    rel: in-district
+    area_weight: 0.1343
+  - to: "us/states/ky/districts/house/82"
+    rel: in-district
+    area_weight: 0.0848
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 1061 |
 | Bachelor's or higher | 11058 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 21](/us/states/ky/districts/senate/21.md) — 100% (state senate)
+- [KY House District 85](/us/states/ky/districts/house/85.md) — 25% (state house)
+- [KY House District 89](/us/states/ky/districts/house/89.md) — 20% (state house)
+- [KY House District 90](/us/states/ky/districts/house/90.md) — 18% (state house)
+- [KY House District 86](/us/states/ky/districts/house/86.md) — 15% (state house)
+- [KY House District 71](/us/states/ky/districts/house/71.md) — 13% (state house)
+- [KY House District 82](/us/states/ky/districts/house/82.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/lawrence/index.md b/data/jurisdictions/us/states/ky/counties/lawrence/index.md
index a5aa71b65d..5116c8eba9 100644
--- a/data/jurisdictions/us/states/ky/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/ky/counties/lawrence/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 59
   bachelors_plus: 2335
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/100"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 59 |
 | Bachelor's or higher | 2335 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 31](/us/states/ky/districts/senate/31.md) — 100% (state senate)
+- [KY House District 100](/us/states/ky/districts/house/100.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/lee/index.md b/data/jurisdictions/us/states/ky/counties/lee/index.md
index 783d377782..93bc3019ed 100644
--- a/data/jurisdictions/us/states/ky/counties/lee/index.md
+++ b/data/jurisdictions/us/states/ky/counties/lee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 83
   bachelors_plus: 723
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9965
+  - to: "us/states/ky/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/89"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 83 |
 | Bachelor's or higher | 723 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 30](/us/states/ky/districts/senate/30.md) — 100% (state senate)
+- [KY House District 89](/us/states/ky/districts/house/89.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/leslie/index.md b/data/jurisdictions/us/states/ky/counties/leslie/index.md
index 027bd4663c..bb03a468ad 100644
--- a/data/jurisdictions/us/states/ky/counties/leslie/index.md
+++ b/data/jurisdictions/us/states/ky/counties/leslie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 11
   bachelors_plus: 1113
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/90"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 11 |
 | Bachelor's or higher | 1113 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 30](/us/states/ky/districts/senate/30.md) — 100% (state senate)
+- [KY House District 90](/us/states/ky/districts/house/90.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/letcher/index.md b/data/jurisdictions/us/states/ky/counties/letcher/index.md
index ff77b9814e..73eb4f0366 100644
--- a/data/jurisdictions/us/states/ky/counties/letcher/index.md
+++ b/data/jurisdictions/us/states/ky/counties/letcher/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 160
   bachelors_plus: 2683
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/senate/29"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ky/districts/house/94"
+    rel: in-district
+    area_weight: 0.9988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 160 |
 | Bachelor's or higher | 2683 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 29](/us/states/ky/districts/senate/29.md) — 100% (state senate)
+- [KY House District 94](/us/states/ky/districts/house/94.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/lewis/index.md b/data/jurisdictions/us/states/ky/counties/lewis/index.md
index 0ac73e77bb..ab6562b1fe 100644
--- a/data/jurisdictions/us/states/ky/counties/lewis/index.md
+++ b/data/jurisdictions/us/states/ky/counties/lewis/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 15
   bachelors_plus: 2076
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9963
+  - to: "us/states/ky/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/house/96"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 15 |
 | Bachelor's or higher | 2076 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 18](/us/states/ky/districts/senate/18.md) — 100% (state senate)
+- [KY House District 96](/us/states/ky/districts/house/96.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/lincoln/index.md b/data/jurisdictions/us/states/ky/counties/lincoln/index.md
index bca0d89271..7281f0d516 100644
--- a/data/jurisdictions/us/states/ky/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/ky/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 523
   bachelors_plus: 3824
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9928
+  - to: "us/states/ky/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/80"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 523 |
 | Bachelor's or higher | 3824 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 99% (congressional)
+- [KY Senate District 21](/us/states/ky/districts/senate/21.md) — 100% (state senate)
+- [KY House District 80](/us/states/ky/districts/house/80.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/livingston/index.md b/data/jurisdictions/us/states/ky/counties/livingston/index.md
index 40cc2d1727..929e3400e7 100644
--- a/data/jurisdictions/us/states/ky/counties/livingston/index.md
+++ b/data/jurisdictions/us/states/ky/counties/livingston/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 226
   bachelors_plus: 1368
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ky/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ky/districts/house/3"
+    rel: in-district
+    area_weight: 0.9986
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 226 |
 | Bachelor's or higher | 1368 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 2](/us/states/ky/districts/senate/2.md) — 100% (state senate)
+- [KY House District 3](/us/states/ky/districts/house/3.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/logan/index.md b/data/jurisdictions/us/states/ky/counties/logan/index.md
index 35dc65b72c..ab7851afa1 100644
--- a/data/jurisdictions/us/states/ky/counties/logan/index.md
+++ b/data/jurisdictions/us/states/ky/counties/logan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 57
   hispanic: 996
   bachelors_plus: 4103
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.927
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.0729
+  - to: "us/states/ky/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/16"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 996 |
 | Bachelor's or higher | 4103 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 93% (congressional)
+- [KY-02](/us/states/ky/districts/02.md) — 7% (congressional)
+- [KY Senate District 32](/us/states/ky/districts/senate/32.md) — 100% (state senate)
+- [KY House District 16](/us/states/ky/districts/house/16.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/lyon/index.md b/data/jurisdictions/us/states/ky/counties/lyon/index.md
index d0d9055f66..f10b94bfa9 100644
--- a/data/jurisdictions/us/states/ky/counties/lyon/index.md
+++ b/data/jurisdictions/us/states/ky/counties/lyon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 36
   hispanic: 194
   bachelors_plus: 1707
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ky/districts/house/6"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 194 |
 | Bachelor's or higher | 1707 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 1](/us/states/ky/districts/senate/1.md) — 100% (state senate)
+- [KY House District 6](/us/states/ky/districts/house/6.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/madison/index.md b/data/jurisdictions/us/states/ky/counties/madison/index.md
index b13f779885..427befe7e1 100644
--- a/data/jurisdictions/us/states/ky/counties/madison/index.md
+++ b/data/jurisdictions/us/states/ky/counties/madison/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 56
   hispanic: 3388
   bachelors_plus: 29174
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/81"
+    rel: in-district
+    area_weight: 0.5671
+  - to: "us/states/ky/districts/house/89"
+    rel: in-district
+    area_weight: 0.2042
+  - to: "us/states/ky/districts/house/91"
+    rel: in-district
+    area_weight: 0.1361
+  - to: "us/states/ky/districts/house/71"
+    rel: in-district
+    area_weight: 0.0923
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3388 |
 | Bachelor's or higher | 29174 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 100% (congressional)
+- [KY Senate District 34](/us/states/ky/districts/senate/34.md) — 100% (state senate)
+- [KY House District 81](/us/states/ky/districts/house/81.md) — 57% (state house)
+- [KY House District 89](/us/states/ky/districts/house/89.md) — 20% (state house)
+- [KY House District 91](/us/states/ky/districts/house/91.md) — 14% (state house)
+- [KY House District 71](/us/states/ky/districts/house/71.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/magoffin/index.md b/data/jurisdictions/us/states/ky/counties/magoffin/index.md
index 342703f444..9a840e4734 100644
--- a/data/jurisdictions/us/states/ky/counties/magoffin/index.md
+++ b/data/jurisdictions/us/states/ky/counties/magoffin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 45
   hispanic: 104
   bachelors_plus: 1658
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/92"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 104 |
 | Bachelor's or higher | 1658 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 30](/us/states/ky/districts/senate/30.md) — 100% (state senate)
+- [KY House District 92](/us/states/ky/districts/house/92.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/marion/index.md b/data/jurisdictions/us/states/ky/counties/marion/index.md
index 61677ba7d8..e3049b2f98 100644
--- a/data/jurisdictions/us/states/ky/counties/marion/index.md
+++ b/data/jurisdictions/us/states/ky/counties/marion/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 723
   bachelors_plus: 3118
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ky/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/51"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 723 |
 | Bachelor's or higher | 3118 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 14](/us/states/ky/districts/senate/14.md) — 100% (state senate)
+- [KY House District 51](/us/states/ky/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/marshall/index.md b/data/jurisdictions/us/states/ky/counties/marshall/index.md
index 4df91d8ce0..cad37ec558 100644
--- a/data/jurisdictions/us/states/ky/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/ky/counties/marshall/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 53
   hispanic: 622
   bachelors_plus: 6871
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/6"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 622 |
 | Bachelor's or higher | 6871 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 2](/us/states/ky/districts/senate/2.md) — 100% (state senate)
+- [KY House District 6](/us/states/ky/districts/house/6.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/martin/index.md b/data/jurisdictions/us/states/ky/counties/martin/index.md
index aa4425ea8b..354135a86b 100644
--- a/data/jurisdictions/us/states/ky/counties/martin/index.md
+++ b/data/jurisdictions/us/states/ky/counties/martin/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 40
   hispanic: 189
   bachelors_plus: 1221
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.99
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.01
+  - to: "us/states/ky/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/97"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 189 |
 | Bachelor's or higher | 1221 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 99% (congressional)
+- [WV-01](/us/states/wv/districts/01.md) — 1% (congressional)
+- [KY Senate District 31](/us/states/ky/districts/senate/31.md) — 100% (state senate)
+- [KY House District 97](/us/states/ky/districts/house/97.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/mason/index.md b/data/jurisdictions/us/states/ky/counties/mason/index.md
index c6f86a5282..ed6f360d9e 100644
--- a/data/jurisdictions/us/states/ky/counties/mason/index.md
+++ b/data/jurisdictions/us/states/ky/counties/mason/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 147
   hispanic: 402
   bachelors_plus: 3444
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/70"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 402 |
 | Bachelor's or higher | 3444 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 27](/us/states/ky/districts/senate/27.md) — 100% (state senate)
+- [KY House District 70](/us/states/ky/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/mccracken/index.md b/data/jurisdictions/us/states/ky/counties/mccracken/index.md
index 6ab4df53ca..a0ad79e864 100644
--- a/data/jurisdictions/us/states/ky/counties/mccracken/index.md
+++ b/data/jurisdictions/us/states/ky/counties/mccracken/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 114
   hispanic: 2314
   bachelors_plus: 19333
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ky/districts/house/1"
+    rel: in-district
+    area_weight: 0.5379
+  - to: "us/states/ky/districts/house/2"
+    rel: in-district
+    area_weight: 0.1771
+  - to: "us/states/ky/districts/house/3"
+    rel: in-district
+    area_weight: 0.1582
+  - to: "us/states/ky/districts/house/6"
+    rel: in-district
+    area_weight: 0.1259
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2314 |
 | Bachelor's or higher | 19333 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 2](/us/states/ky/districts/senate/2.md) — 100% (state senate)
+- [KY House District 1](/us/states/ky/districts/house/1.md) — 54% (state house)
+- [KY House District 2](/us/states/ky/districts/house/2.md) — 18% (state house)
+- [KY House District 3](/us/states/ky/districts/house/3.md) — 16% (state house)
+- [KY House District 6](/us/states/ky/districts/house/6.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/mccreary/index.md b/data/jurisdictions/us/states/ky/counties/mccreary/index.md
index ecd8303737..eba2349e08 100644
--- a/data/jurisdictions/us/states/ky/counties/mccreary/index.md
+++ b/data/jurisdictions/us/states/ky/counties/mccreary/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 375
   bachelors_plus: 1432
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ky/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/52"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 375 |
 | Bachelor's or higher | 1432 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 25](/us/states/ky/districts/senate/25.md) — 100% (state senate)
+- [KY House District 52](/us/states/ky/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/mclean/index.md b/data/jurisdictions/us/states/ky/counties/mclean/index.md
index 1dd5c5bf20..83a276a9c7 100644
--- a/data/jurisdictions/us/states/ky/counties/mclean/index.md
+++ b/data/jurisdictions/us/states/ky/counties/mclean/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 203
   bachelors_plus: 1524
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/ky/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/12"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 203 |
 | Bachelor's or higher | 1524 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 8](/us/states/ky/districts/senate/8.md) — 100% (state senate)
+- [KY House District 12](/us/states/ky/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/meade/index.md b/data/jurisdictions/us/states/ky/counties/meade/index.md
index 39fa327dfc..2a0a711ed0 100644
--- a/data/jurisdictions/us/states/ky/counties/meade/index.md
+++ b/data/jurisdictions/us/states/ky/counties/meade/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 88
   hispanic: 1280
   bachelors_plus: 5701
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/ky/districts/senate/5"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ky/districts/house/27"
+    rel: in-district
+    area_weight: 0.9982
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1280 |
 | Bachelor's or higher | 5701 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 5](/us/states/ky/districts/senate/5.md) — 100% (state senate)
+- [KY House District 27](/us/states/ky/districts/house/27.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/menifee/index.md b/data/jurisdictions/us/states/ky/counties/menifee/index.md
index 6de58c1a50..d06b739bc1 100644
--- a/data/jurisdictions/us/states/ky/counties/menifee/index.md
+++ b/data/jurisdictions/us/states/ky/counties/menifee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 177
   bachelors_plus: 953
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9948
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.0052
+  - to: "us/states/ky/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/74"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 177 |
 | Bachelor's or higher | 953 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 99% (congressional)
+- [KY-06](/us/states/ky/districts/06.md) — 1% (congressional)
+- [KY Senate District 28](/us/states/ky/districts/senate/28.md) — 100% (state senate)
+- [KY House District 74](/us/states/ky/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/mercer/index.md b/data/jurisdictions/us/states/ky/counties/mercer/index.md
index c22fbc17cf..f96beebf69 100644
--- a/data/jurisdictions/us/states/ky/counties/mercer/index.md
+++ b/data/jurisdictions/us/states/ky/counties/mercer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 43
   hispanic: 779
   bachelors_plus: 5487
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/ky/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/55"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 779 |
 | Bachelor's or higher | 5487 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 100% (congressional)
+- [KY Senate District 12](/us/states/ky/districts/senate/12.md) — 100% (state senate)
+- [KY House District 55](/us/states/ky/districts/house/55.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/metcalfe/index.md b/data/jurisdictions/us/states/ky/counties/metcalfe/index.md
index 33d19bae38..ec60c76cf3 100644
--- a/data/jurisdictions/us/states/ky/counties/metcalfe/index.md
+++ b/data/jurisdictions/us/states/ky/counties/metcalfe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 288
   bachelors_plus: 1378
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/ky/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ky/districts/house/21"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 288 |
 | Bachelor's or higher | 1378 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 16](/us/states/ky/districts/senate/16.md) — 100% (state senate)
+- [KY House District 21](/us/states/ky/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/monroe/index.md b/data/jurisdictions/us/states/ky/counties/monroe/index.md
index 51e981145a..6875e5e0ce 100644
--- a/data/jurisdictions/us/states/ky/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/ky/counties/monroe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 522
   bachelors_plus: 1928
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ky/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/21"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 522 |
 | Bachelor's or higher | 1928 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 16](/us/states/ky/districts/senate/16.md) — 100% (state senate)
+- [KY House District 21](/us/states/ky/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/montgomery/index.md b/data/jurisdictions/us/states/ky/counties/montgomery/index.md
index 81610967a9..136e5f9f72 100644
--- a/data/jurisdictions/us/states/ky/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/ky/counties/montgomery/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 206
   hispanic: 983
   bachelors_plus: 5703
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ky/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/74"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 983 |
 | Bachelor's or higher | 5703 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 100% (congressional)
+- [KY Senate District 28](/us/states/ky/districts/senate/28.md) — 100% (state senate)
+- [KY House District 74](/us/states/ky/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/morgan/index.md b/data/jurisdictions/us/states/ky/counties/morgan/index.md
index 37622a4ba3..bb973507d9 100644
--- a/data/jurisdictions/us/states/ky/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/ky/counties/morgan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 506
   bachelors_plus: 2863
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/99"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 506 |
 | Bachelor's or higher | 2863 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 30](/us/states/ky/districts/senate/30.md) — 100% (state senate)
+- [KY House District 99](/us/states/ky/districts/house/99.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/muhlenberg/index.md b/data/jurisdictions/us/states/ky/counties/muhlenberg/index.md
index 9f965db290..5c52c227cb 100644
--- a/data/jurisdictions/us/states/ky/counties/muhlenberg/index.md
+++ b/data/jurisdictions/us/states/ky/counties/muhlenberg/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 34
   hispanic: 626
   bachelors_plus: 4712
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.9957
+  - to: "us/states/ky/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/house/15"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 626 |
 | Bachelor's or higher | 4712 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 3](/us/states/ky/districts/senate/3.md) — 100% (state senate)
+- [KY House District 15](/us/states/ky/districts/house/15.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/nelson/index.md b/data/jurisdictions/us/states/ky/counties/nelson/index.md
index 4d7dc9e39d..bde82a32c3 100644
--- a/data/jurisdictions/us/states/ky/counties/nelson/index.md
+++ b/data/jurisdictions/us/states/ky/counties/nelson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 26
   hispanic: 1397
   bachelors_plus: 10966
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.5076
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.4875
+  - to: "us/states/ky/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/50"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1397 |
 | Bachelor's or higher | 10966 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 51% (congressional)
+- [KY-04](/us/states/ky/districts/04.md) — 49% (congressional)
+- [KY Senate District 14](/us/states/ky/districts/senate/14.md) — 100% (state senate)
+- [KY House District 50](/us/states/ky/districts/house/50.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/nicholas/index.md b/data/jurisdictions/us/states/ky/counties/nicholas/index.md
index e7db0fa6ee..b6c2d30e59 100644
--- a/data/jurisdictions/us/states/ky/counties/nicholas/index.md
+++ b/data/jurisdictions/us/states/ky/counties/nicholas/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 16
   hispanic: 80
   bachelors_plus: 750
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.9945
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.0055
+  - to: "us/states/ky/districts/senate/27"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/house/72"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 80 |
 | Bachelor's or higher | 750 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 99% (congressional)
+- [KY-04](/us/states/ky/districts/04.md) — 1% (congressional)
+- [KY Senate District 27](/us/states/ky/districts/senate/27.md) — 100% (state senate)
+- [KY House District 72](/us/states/ky/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/ohio/index.md b/data/jurisdictions/us/states/ky/counties/ohio/index.md
index c2a5dda595..de29bdf002 100644
--- a/data/jurisdictions/us/states/ky/counties/ohio/index.md
+++ b/data/jurisdictions/us/states/ky/counties/ohio/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 93
   hispanic: 1131
   bachelors_plus: 3147
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/14"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1131 |
 | Bachelor's or higher | 3147 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 5](/us/states/ky/districts/senate/5.md) — 100% (state senate)
+- [KY House District 14](/us/states/ky/districts/house/14.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/oldham/index.md b/data/jurisdictions/us/states/ky/counties/oldham/index.md
index 03e9247cb9..518fb60fef 100644
--- a/data/jurisdictions/us/states/ky/counties/oldham/index.md
+++ b/data/jurisdictions/us/states/ky/counties/oldham/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 97
   hispanic: 3466
   bachelors_plus: 30810
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/59"
+    rel: in-district
+    area_weight: 0.8561
+  - to: "us/states/ky/districts/house/33"
+    rel: in-district
+    area_weight: 0.114
+  - to: "us/states/ky/districts/house/48"
+    rel: in-district
+    area_weight: 0.0295
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 3466 |
 | Bachelor's or higher | 30810 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 6](/us/states/ky/districts/senate/6.md) — 100% (state senate)
+- [KY House District 59](/us/states/ky/districts/house/59.md) — 86% (state house)
+- [KY House District 33](/us/states/ky/districts/house/33.md) — 11% (state house)
+- [KY House District 48](/us/states/ky/districts/house/48.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/owen/index.md b/data/jurisdictions/us/states/ky/counties/owen/index.md
index 344c52afcd..60816a6cd8 100644
--- a/data/jurisdictions/us/states/ky/counties/owen/index.md
+++ b/data/jurisdictions/us/states/ky/counties/owen/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 292
   bachelors_plus: 1859
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ky/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/47"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 292 |
 | Bachelor's or higher | 1859 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 20](/us/states/ky/districts/senate/20.md) — 100% (state senate)
+- [KY House District 47](/us/states/ky/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/owsley/index.md b/data/jurisdictions/us/states/ky/counties/owsley/index.md
index b2d7bd5af3..eaeca9a05e 100644
--- a/data/jurisdictions/us/states/ky/counties/owsley/index.md
+++ b/data/jurisdictions/us/states/ky/counties/owsley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 3
   bachelors_plus: 273
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/house/84"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3 |
 | Bachelor's or higher | 273 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 25](/us/states/ky/districts/senate/25.md) — 100% (state senate)
+- [KY House District 84](/us/states/ky/districts/house/84.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/pendleton/index.md b/data/jurisdictions/us/states/ky/counties/pendleton/index.md
index 0b2dcd6a4f..ebc1d6dbdd 100644
--- a/data/jurisdictions/us/states/ky/counties/pendleton/index.md
+++ b/data/jurisdictions/us/states/ky/counties/pendleton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 237
   bachelors_plus: 2019
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/78"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 237 |
 | Bachelor's or higher | 2019 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 24](/us/states/ky/districts/senate/24.md) — 100% (state senate)
+- [KY House District 78](/us/states/ky/districts/house/78.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/perry/index.md b/data/jurisdictions/us/states/ky/counties/perry/index.md
index ad1887a843..2b9801c898 100644
--- a/data/jurisdictions/us/states/ky/counties/perry/index.md
+++ b/data/jurisdictions/us/states/ky/counties/perry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 34
   hispanic: 67
   bachelors_plus: 4497
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ky/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/84"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 67 |
 | Bachelor's or higher | 4497 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 30](/us/states/ky/districts/senate/30.md) — 100% (state senate)
+- [KY House District 84](/us/states/ky/districts/house/84.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/pike/index.md b/data/jurisdictions/us/states/ky/counties/pike/index.md
index 98c46bedfc..377e0382b3 100644
--- a/data/jurisdictions/us/states/ky/counties/pike/index.md
+++ b/data/jurisdictions/us/states/ky/counties/pike/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 39
   hispanic: 712
   bachelors_plus: 10515
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9968
+  - to: "us/states/ky/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/house/94"
+    rel: in-district
+    area_weight: 0.3642
+  - to: "us/states/ky/districts/house/97"
+    rel: in-district
+    area_weight: 0.3015
+  - to: "us/states/ky/districts/house/92"
+    rel: in-district
+    area_weight: 0.2743
+  - to: "us/states/ky/districts/house/95"
+    rel: in-district
+    area_weight: 0.0593
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 712 |
 | Bachelor's or higher | 10515 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 31](/us/states/ky/districts/senate/31.md) — 100% (state senate)
+- [KY House District 94](/us/states/ky/districts/house/94.md) — 36% (state house)
+- [KY House District 97](/us/states/ky/districts/house/97.md) — 30% (state house)
+- [KY House District 92](/us/states/ky/districts/house/92.md) — 27% (state house)
+- [KY House District 95](/us/states/ky/districts/house/95.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/powell/index.md b/data/jurisdictions/us/states/ky/counties/powell/index.md
index 2b1ad02f39..6024ebea3c 100644
--- a/data/jurisdictions/us/states/ky/counties/powell/index.md
+++ b/data/jurisdictions/us/states/ky/counties/powell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 214
   bachelors_plus: 1706
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/ky/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/house/91"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 214 |
 | Bachelor's or higher | 1706 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 100% (congressional)
+- [KY Senate District 30](/us/states/ky/districts/senate/30.md) — 100% (state senate)
+- [KY House District 91](/us/states/ky/districts/house/91.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/pulaski/index.md b/data/jurisdictions/us/states/ky/counties/pulaski/index.md
index f765827458..24940b2a1d 100644
--- a/data/jurisdictions/us/states/ky/counties/pulaski/index.md
+++ b/data/jurisdictions/us/states/ky/counties/pulaski/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 106
   hispanic: 2040
   bachelors_plus: 12108
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ky/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/85"
+    rel: in-district
+    area_weight: 0.4444
+  - to: "us/states/ky/districts/house/83"
+    rel: in-district
+    area_weight: 0.2817
+  - to: "us/states/ky/districts/house/71"
+    rel: in-district
+    area_weight: 0.167
+  - to: "us/states/ky/districts/house/52"
+    rel: in-district
+    area_weight: 0.083
+  - to: "us/states/ky/districts/house/80"
+    rel: in-district
+    area_weight: 0.0237
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2040 |
 | Bachelor's or higher | 12108 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 15](/us/states/ky/districts/senate/15.md) — 100% (state senate)
+- [KY House District 85](/us/states/ky/districts/house/85.md) — 44% (state house)
+- [KY House District 83](/us/states/ky/districts/house/83.md) — 28% (state house)
+- [KY House District 71](/us/states/ky/districts/house/71.md) — 17% (state house)
+- [KY House District 52](/us/states/ky/districts/house/52.md) — 8% (state house)
+- [KY House District 80](/us/states/ky/districts/house/80.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/robertson/index.md b/data/jurisdictions/us/states/ky/counties/robertson/index.md
index f9f3fbefdc..d01247b5a8 100644
--- a/data/jurisdictions/us/states/ky/counties/robertson/index.md
+++ b/data/jurisdictions/us/states/ky/counties/robertson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 18
   bachelors_plus: 307
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/ky/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/70"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 18 |
 | Bachelor's or higher | 307 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 27](/us/states/ky/districts/senate/27.md) — 100% (state senate)
+- [KY House District 70](/us/states/ky/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/rockcastle/index.md b/data/jurisdictions/us/states/ky/counties/rockcastle/index.md
index d364952a02..b83f8c6385 100644
--- a/data/jurisdictions/us/states/ky/counties/rockcastle/index.md
+++ b/data/jurisdictions/us/states/ky/counties/rockcastle/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 204
   bachelors_plus: 2471
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/ky/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/71"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 204 |
 | Bachelor's or higher | 2471 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 21](/us/states/ky/districts/senate/21.md) — 100% (state senate)
+- [KY House District 71](/us/states/ky/districts/house/71.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/rowan/index.md b/data/jurisdictions/us/states/ky/counties/rowan/index.md
index 53ebaaceb4..0a1d1db5c5 100644
--- a/data/jurisdictions/us/states/ky/counties/rowan/index.md
+++ b/data/jurisdictions/us/states/ky/counties/rowan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 124
   hispanic: 588
   bachelors_plus: 5826
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9952
+  - to: "us/states/ky/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ky/districts/house/99"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 588 |
 | Bachelor's or higher | 5826 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 27](/us/states/ky/districts/senate/27.md) — 100% (state senate)
+- [KY House District 99](/us/states/ky/districts/house/99.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/russell/index.md b/data/jurisdictions/us/states/ky/counties/russell/index.md
index 63ef4cfdde..181ae54edb 100644
--- a/data/jurisdictions/us/states/ky/counties/russell/index.md
+++ b/data/jurisdictions/us/states/ky/counties/russell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 842
   bachelors_plus: 2892
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ky/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ky/districts/house/83"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 842 |
 | Bachelor's or higher | 2892 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 15](/us/states/ky/districts/senate/15.md) — 100% (state senate)
+- [KY House District 83](/us/states/ky/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/scott/index.md b/data/jurisdictions/us/states/ky/counties/scott/index.md
index 86a7c70f24..f22ee8f302 100644
--- a/data/jurisdictions/us/states/ky/counties/scott/index.md
+++ b/data/jurisdictions/us/states/ky/counties/scott/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 153
   hispanic: 3463
   bachelors_plus: 18685
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.9949
+  - to: "us/states/ky/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/62"
+    rel: in-district
+    area_weight: 0.8538
+  - to: "us/states/ky/districts/house/88"
+    rel: in-district
+    area_weight: 0.1457
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3463 |
 | Bachelor's or higher | 18685 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 99% (congressional)
+- [KY Senate District 17](/us/states/ky/districts/senate/17.md) — 100% (state senate)
+- [KY House District 62](/us/states/ky/districts/house/62.md) — 85% (state house)
+- [KY House District 88](/us/states/ky/districts/house/88.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/shelby/index.md b/data/jurisdictions/us/states/ky/counties/shelby/index.md
index db5516c8a8..d65c899e1e 100644
--- a/data/jurisdictions/us/states/ky/counties/shelby/index.md
+++ b/data/jurisdictions/us/states/ky/counties/shelby/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 209
   hispanic: 5399
   bachelors_plus: 15561
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ky/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/58"
+    rel: in-district
+    area_weight: 0.9756
+  - to: "us/states/ky/districts/house/33"
+    rel: in-district
+    area_weight: 0.0241
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5399 |
 | Bachelor's or higher | 15561 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 7](/us/states/ky/districts/senate/7.md) — 100% (state senate)
+- [KY House District 58](/us/states/ky/districts/house/58.md) — 98% (state house)
+- [KY House District 33](/us/states/ky/districts/house/33.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/simpson/index.md b/data/jurisdictions/us/states/ky/counties/simpson/index.md
index 482e1630c3..c108bebceb 100644
--- a/data/jurisdictions/us/states/ky/counties/simpson/index.md
+++ b/data/jurisdictions/us/states/ky/counties/simpson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 726
   bachelors_plus: 3662
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/ky/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/22"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 726 |
 | Bachelor's or higher | 3662 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 32](/us/states/ky/districts/senate/32.md) — 100% (state senate)
+- [KY House District 22](/us/states/ky/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/spencer/index.md b/data/jurisdictions/us/states/ky/counties/spencer/index.md
index efe5410455..44cb80da72 100644
--- a/data/jurisdictions/us/states/ky/counties/spencer/index.md
+++ b/data/jurisdictions/us/states/ky/counties/spencer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 539
   bachelors_plus: 4557
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9951
+  - to: "us/states/ky/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/53"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 539 |
 | Bachelor's or higher | 4557 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 14](/us/states/ky/districts/senate/14.md) — 100% (state senate)
+- [KY House District 53](/us/states/ky/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/taylor/index.md b/data/jurisdictions/us/states/ky/counties/taylor/index.md
index 9e77caad45..3dfa2a1de8 100644
--- a/data/jurisdictions/us/states/ky/counties/taylor/index.md
+++ b/data/jurisdictions/us/states/ky/counties/taylor/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 43
   hispanic: 810
   bachelors_plus: 5571
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.996
+  - to: "us/states/ky/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/house/51"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 810 |
 | Bachelor's or higher | 5571 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 16](/us/states/ky/districts/senate/16.md) — 100% (state senate)
+- [KY House District 51](/us/states/ky/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/todd/index.md b/data/jurisdictions/us/states/ky/counties/todd/index.md
index d7c6e9bfae..6230b7409b 100644
--- a/data/jurisdictions/us/states/ky/counties/todd/index.md
+++ b/data/jurisdictions/us/states/ky/counties/todd/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 666
   bachelors_plus: 1873
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ky/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/16"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 666 |
 | Bachelor's or higher | 1873 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 32](/us/states/ky/districts/senate/32.md) — 100% (state senate)
+- [KY House District 16](/us/states/ky/districts/house/16.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/trigg/index.md b/data/jurisdictions/us/states/ky/counties/trigg/index.md
index 81eec88547..def5706ed5 100644
--- a/data/jurisdictions/us/states/ky/counties/trigg/index.md
+++ b/data/jurisdictions/us/states/ky/counties/trigg/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 387
   bachelors_plus: 3305
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/house/5"
+    rel: in-district
+    area_weight: 0.6008
+  - to: "us/states/ky/districts/house/8"
+    rel: in-district
+    area_weight: 0.3986
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 387 |
 | Bachelor's or higher | 3305 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 1](/us/states/ky/districts/senate/1.md) — 100% (state senate)
+- [KY House District 5](/us/states/ky/districts/house/5.md) — 60% (state house)
+- [KY House District 8](/us/states/ky/districts/house/8.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/trimble/index.md b/data/jurisdictions/us/states/ky/counties/trimble/index.md
index f421176893..6684a115f6 100644
--- a/data/jurisdictions/us/states/ky/counties/trimble/index.md
+++ b/data/jurisdictions/us/states/ky/counties/trimble/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 254
   bachelors_plus: 1491
+districts:
+  - to: "us/states/ky/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/house/47"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 254 |
 | Bachelor's or higher | 1491 |
 
+## Districts
+
+- [KY-04](/us/states/ky/districts/04.md) — 100% (congressional)
+- [KY Senate District 6](/us/states/ky/districts/senate/6.md) — 100% (state senate)
+- [KY House District 47](/us/states/ky/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/union/index.md b/data/jurisdictions/us/states/ky/counties/union/index.md
index f5e8041aae..63e40d4b05 100644
--- a/data/jurisdictions/us/states/ky/counties/union/index.md
+++ b/data/jurisdictions/us/states/ky/counties/union/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 232
   bachelors_plus: 1651
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ky/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ky/districts/house/12"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 232 |
 | Bachelor's or higher | 1651 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 4](/us/states/ky/districts/senate/4.md) — 100% (state senate)
+- [KY House District 12](/us/states/ky/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/warren/index.md b/data/jurisdictions/us/states/ky/counties/warren/index.md
index 2ead006bf3..5683290116 100644
--- a/data/jurisdictions/us/states/ky/counties/warren/index.md
+++ b/data/jurisdictions/us/states/ky/counties/warren/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 726
   hispanic: 10010
   bachelors_plus: 38896
+districts:
+  - to: "us/states/ky/districts/02"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ky/districts/senate/9"
+    rel: in-district
+    area_weight: 0.4052
+  - to: "us/states/ky/districts/senate/16"
+    rel: in-district
+    area_weight: 0.318
+  - to: "us/states/ky/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2767
+  - to: "us/states/ky/districts/house/19"
+    rel: in-district
+    area_weight: 0.5946
+  - to: "us/states/ky/districts/house/17"
+    rel: in-district
+    area_weight: 0.2891
+  - to: "us/states/ky/districts/house/22"
+    rel: in-district
+    area_weight: 0.071
+  - to: "us/states/ky/districts/house/20"
+    rel: in-district
+    area_weight: 0.0452
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10010 |
 | Bachelor's or higher | 38896 |
 
+## Districts
+
+- [KY-02](/us/states/ky/districts/02.md) — 100% (congressional)
+- [KY Senate District 9](/us/states/ky/districts/senate/9.md) — 41% (state senate)
+- [KY Senate District 16](/us/states/ky/districts/senate/16.md) — 32% (state senate)
+- [KY Senate District 32](/us/states/ky/districts/senate/32.md) — 28% (state senate)
+- [KY House District 19](/us/states/ky/districts/house/19.md) — 59% (state house)
+- [KY House District 17](/us/states/ky/districts/house/17.md) — 29% (state house)
+- [KY House District 22](/us/states/ky/districts/house/22.md) — 7% (state house)
+- [KY House District 20](/us/states/ky/districts/house/20.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/washington/index.md b/data/jurisdictions/us/states/ky/counties/washington/index.md
index 9958993f15..08c1329705 100644
--- a/data/jurisdictions/us/states/ky/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ky/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 19
   bachelors_plus: 2258
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9942
+  - to: "us/states/ky/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/55"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 19 |
 | Bachelor's or higher | 2258 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 99% (congressional)
+- [KY Senate District 14](/us/states/ky/districts/senate/14.md) — 100% (state senate)
+- [KY House District 55](/us/states/ky/districts/house/55.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/wayne/index.md b/data/jurisdictions/us/states/ky/counties/wayne/index.md
index b24fbbc0d7..133f786ed0 100644
--- a/data/jurisdictions/us/states/ky/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/ky/counties/wayne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 63
   hispanic: 882
   bachelors_plus: 2802
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/ky/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/52"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 882 |
 | Bachelor's or higher | 2802 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 15](/us/states/ky/districts/senate/15.md) — 100% (state senate)
+- [KY House District 52](/us/states/ky/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/webster/index.md b/data/jurisdictions/us/states/ky/counties/webster/index.md
index 29e004ff69..d7b4db160b 100644
--- a/data/jurisdictions/us/states/ky/counties/webster/index.md
+++ b/data/jurisdictions/us/states/ky/counties/webster/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 912
   bachelors_plus: 1568
+districts:
+  - to: "us/states/ky/districts/01"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ky/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ky/districts/house/12"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 912 |
 | Bachelor's or higher | 1568 |
 
+## Districts
+
+- [KY-01](/us/states/ky/districts/01.md) — 100% (congressional)
+- [KY Senate District 4](/us/states/ky/districts/senate/4.md) — 100% (state senate)
+- [KY House District 12](/us/states/ky/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/whitley/index.md b/data/jurisdictions/us/states/ky/counties/whitley/index.md
index 7451f31c69..5805a7ba38 100644
--- a/data/jurisdictions/us/states/ky/counties/whitley/index.md
+++ b/data/jurisdictions/us/states/ky/counties/whitley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 776
   bachelors_plus: 7144
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ky/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ky/districts/house/82"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 776 |
 | Bachelor's or higher | 7144 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 25](/us/states/ky/districts/senate/25.md) — 100% (state senate)
+- [KY House District 82](/us/states/ky/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/wolfe/index.md b/data/jurisdictions/us/states/ky/counties/wolfe/index.md
index 76930e98ba..3667c59eb0 100644
--- a/data/jurisdictions/us/states/ky/counties/wolfe/index.md
+++ b/data/jurisdictions/us/states/ky/counties/wolfe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 102
   bachelors_plus: 613
+districts:
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ky/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ky/districts/house/89"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 102 |
 | Bachelor's or higher | 613 |
 
+## Districts
+
+- [KY-05](/us/states/ky/districts/05.md) — 100% (congressional)
+- [KY Senate District 30](/us/states/ky/districts/senate/30.md) — 100% (state senate)
+- [KY House District 89](/us/states/ky/districts/house/89.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/counties/woodford/index.md b/data/jurisdictions/us/states/ky/counties/woodford/index.md
index 3dd4a941e8..305937550d 100644
--- a/data/jurisdictions/us/states/ky/counties/woodford/index.md
+++ b/data/jurisdictions/us/states/ky/counties/woodford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 116
   hispanic: 2134
   bachelors_plus: 10994
+districts:
+  - to: "us/states/ky/districts/06"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ky/districts/house/56"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ky]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2134 |
 | Bachelor's or higher | 10994 |
 
+## Districts
+
+- [KY-06](/us/states/ky/districts/06.md) — 100% (congressional)
+- [KY Senate District 12](/us/states/ky/districts/senate/12.md) — 100% (state senate)
+- [KY House District 56](/us/states/ky/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ky/districts/01.md b/data/jurisdictions/us/states/ky/districts/01.md
index 7a3a0acd35..f10acc4de7 100644
--- a/data/jurisdictions/us/states/ky/districts/01.md
+++ b/data/jurisdictions/us/states/ky/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 111124
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ky]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ky/districts/02.md b/data/jurisdictions/us/states/ky/districts/02.md
index a7e75e7d51..302c7369f2 100644
--- a/data/jurisdictions/us/states/ky/districts/02.md
+++ b/data/jurisdictions/us/states/ky/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 126729
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ky]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ky/districts/03.md b/data/jurisdictions/us/states/ky/districts/03.md
index ef7f441a0b..3ea415c057 100644
--- a/data/jurisdictions/us/states/ky/districts/03.md
+++ b/data/jurisdictions/us/states/ky/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 192403
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ky]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ky/districts/04.md b/data/jurisdictions/us/states/ky/districts/04.md
index 18659cf947..b2e557f680 100644
--- a/data/jurisdictions/us/states/ky/districts/04.md
+++ b/data/jurisdictions/us/states/ky/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 169584
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ky]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ky/districts/05.md b/data/jurisdictions/us/states/ky/districts/05.md
index d915546929..6188305bff 100644
--- a/data/jurisdictions/us/states/ky/districts/05.md
+++ b/data/jurisdictions/us/states/ky/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 82958
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ky]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ky/districts/06.md b/data/jurisdictions/us/states/ky/districts/06.md
index ffa4881469..39e64fbbdf 100644
--- a/data/jurisdictions/us/states/ky/districts/06.md
+++ b/data/jurisdictions/us/states/ky/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 196371
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ky]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ky/districts/house/1.md b/data/jurisdictions/us/states/ky/districts/house/1.md
new file mode 100644
index 0000000000..a1b45ee927
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 1"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 1
+
+State House district 1 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/10.md b/data/jurisdictions/us/states/ky/districts/house/10.md
new file mode 100644
index 0000000000..78c4bb2022
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 10"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 10
+
+State House district 10 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/100.md b/data/jurisdictions/us/states/ky/districts/house/100.md
new file mode 100644
index 0000000000..ebcc7645f7
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 100"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 100
+
+State House district 100 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/11.md b/data/jurisdictions/us/states/ky/districts/house/11.md
new file mode 100644
index 0000000000..fec7de80fa
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 11"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 11
+
+State House district 11 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/12.md b/data/jurisdictions/us/states/ky/districts/house/12.md
new file mode 100644
index 0000000000..0ceefd6156
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 12"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 12
+
+State House district 12 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/13.md b/data/jurisdictions/us/states/ky/districts/house/13.md
new file mode 100644
index 0000000000..32f9d4cfeb
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 13"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 13
+
+State House district 13 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/14.md b/data/jurisdictions/us/states/ky/districts/house/14.md
new file mode 100644
index 0000000000..fbae0be832
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 14"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 14
+
+State House district 14 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/15.md b/data/jurisdictions/us/states/ky/districts/house/15.md
new file mode 100644
index 0000000000..5bdbfb0219
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 15"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 15
+
+State House district 15 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/16.md b/data/jurisdictions/us/states/ky/districts/house/16.md
new file mode 100644
index 0000000000..afe44f3356
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 16"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 16
+
+State House district 16 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/17.md b/data/jurisdictions/us/states/ky/districts/house/17.md
new file mode 100644
index 0000000000..ccbd4f8307
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 17"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 17
+
+State House district 17 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/18.md b/data/jurisdictions/us/states/ky/districts/house/18.md
new file mode 100644
index 0000000000..e8196c5a9c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 18"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 18
+
+State House district 18 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/19.md b/data/jurisdictions/us/states/ky/districts/house/19.md
new file mode 100644
index 0000000000..0b3d62ba41
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 19"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 19
+
+State House district 19 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/2.md b/data/jurisdictions/us/states/ky/districts/house/2.md
new file mode 100644
index 0000000000..be8ad583a1
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 2"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 2
+
+State House district 2 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/20.md b/data/jurisdictions/us/states/ky/districts/house/20.md
new file mode 100644
index 0000000000..8b729c42bd
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 20"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 20
+
+State House district 20 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/21.md b/data/jurisdictions/us/states/ky/districts/house/21.md
new file mode 100644
index 0000000000..9f0b28203a
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 21"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 21
+
+State House district 21 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/22.md b/data/jurisdictions/us/states/ky/districts/house/22.md
new file mode 100644
index 0000000000..9700801300
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 22"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 22
+
+State House district 22 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/23.md b/data/jurisdictions/us/states/ky/districts/house/23.md
new file mode 100644
index 0000000000..749403daf8
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 23"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 23
+
+State House district 23 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/24.md b/data/jurisdictions/us/states/ky/districts/house/24.md
new file mode 100644
index 0000000000..4b1e62916c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 24"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 24
+
+State House district 24 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/25.md b/data/jurisdictions/us/states/ky/districts/house/25.md
new file mode 100644
index 0000000000..1ad7345fc1
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 25"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 25
+
+State House district 25 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/26.md b/data/jurisdictions/us/states/ky/districts/house/26.md
new file mode 100644
index 0000000000..ab59082071
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 26"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 26
+
+State House district 26 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/27.md b/data/jurisdictions/us/states/ky/districts/house/27.md
new file mode 100644
index 0000000000..70145de7db
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 27"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 27
+
+State House district 27 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/28.md b/data/jurisdictions/us/states/ky/districts/house/28.md
new file mode 100644
index 0000000000..13d126900f
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 28"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 28
+
+State House district 28 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/29.md b/data/jurisdictions/us/states/ky/districts/house/29.md
new file mode 100644
index 0000000000..8493c4bbb7
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 29"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 29
+
+State House district 29 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/3.md b/data/jurisdictions/us/states/ky/districts/house/3.md
new file mode 100644
index 0000000000..4a8bc8826d
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 3"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 3
+
+State House district 3 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/30.md b/data/jurisdictions/us/states/ky/districts/house/30.md
new file mode 100644
index 0000000000..2ef1616a22
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 30"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 30
+
+State House district 30 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/31.md b/data/jurisdictions/us/states/ky/districts/house/31.md
new file mode 100644
index 0000000000..1e5c020495
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 31"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 31
+
+State House district 31 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/32.md b/data/jurisdictions/us/states/ky/districts/house/32.md
new file mode 100644
index 0000000000..e66d59c8d0
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 32"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 32
+
+State House district 32 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/33.md b/data/jurisdictions/us/states/ky/districts/house/33.md
new file mode 100644
index 0000000000..049734c784
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 33"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 33
+
+State House district 33 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/34.md b/data/jurisdictions/us/states/ky/districts/house/34.md
new file mode 100644
index 0000000000..73949ce733
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 34"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 34
+
+State House district 34 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/35.md b/data/jurisdictions/us/states/ky/districts/house/35.md
new file mode 100644
index 0000000000..0bb89a0c58
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 35"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 35
+
+State House district 35 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/36.md b/data/jurisdictions/us/states/ky/districts/house/36.md
new file mode 100644
index 0000000000..4d5b3a7e79
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 36"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 36
+
+State House district 36 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/37.md b/data/jurisdictions/us/states/ky/districts/house/37.md
new file mode 100644
index 0000000000..39fe7c74af
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 37"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 37
+
+State House district 37 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/38.md b/data/jurisdictions/us/states/ky/districts/house/38.md
new file mode 100644
index 0000000000..84dc4aeba0
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 38"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 38
+
+State House district 38 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/39.md b/data/jurisdictions/us/states/ky/districts/house/39.md
new file mode 100644
index 0000000000..e5598eae10
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 39"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 39
+
+State House district 39 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/4.md b/data/jurisdictions/us/states/ky/districts/house/4.md
new file mode 100644
index 0000000000..1dc73f3a90
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 4"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 4
+
+State House district 4 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/40.md b/data/jurisdictions/us/states/ky/districts/house/40.md
new file mode 100644
index 0000000000..aad6195dbe
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 40"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 40
+
+State House district 40 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/41.md b/data/jurisdictions/us/states/ky/districts/house/41.md
new file mode 100644
index 0000000000..daf3c6cccf
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 41"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 41
+
+State House district 41 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/42.md b/data/jurisdictions/us/states/ky/districts/house/42.md
new file mode 100644
index 0000000000..1f751f5e68
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 42"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 42
+
+State House district 42 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/43.md b/data/jurisdictions/us/states/ky/districts/house/43.md
new file mode 100644
index 0000000000..af86bffcba
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 43"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 43
+
+State House district 43 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/44.md b/data/jurisdictions/us/states/ky/districts/house/44.md
new file mode 100644
index 0000000000..ccb1ba6df0
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 44"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 44
+
+State House district 44 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/45.md b/data/jurisdictions/us/states/ky/districts/house/45.md
new file mode 100644
index 0000000000..5f775cc8b9
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 45"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 45
+
+State House district 45 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/46.md b/data/jurisdictions/us/states/ky/districts/house/46.md
new file mode 100644
index 0000000000..08e4f49a93
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 46"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 46
+
+State House district 46 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/47.md b/data/jurisdictions/us/states/ky/districts/house/47.md
new file mode 100644
index 0000000000..73d8bbd80c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 47"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 47
+
+State House district 47 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/48.md b/data/jurisdictions/us/states/ky/districts/house/48.md
new file mode 100644
index 0000000000..ff0e7eb419
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 48"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 48
+
+State House district 48 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/49.md b/data/jurisdictions/us/states/ky/districts/house/49.md
new file mode 100644
index 0000000000..db07e949f0
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 49"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 49
+
+State House district 49 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/5.md b/data/jurisdictions/us/states/ky/districts/house/5.md
new file mode 100644
index 0000000000..ef1a13b7a4
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 5"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 5
+
+State House district 5 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/50.md b/data/jurisdictions/us/states/ky/districts/house/50.md
new file mode 100644
index 0000000000..77cca5041e
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 50"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 50
+
+State House district 50 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/51.md b/data/jurisdictions/us/states/ky/districts/house/51.md
new file mode 100644
index 0000000000..c5f8a3975c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 51"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 51
+
+State House district 51 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/52.md b/data/jurisdictions/us/states/ky/districts/house/52.md
new file mode 100644
index 0000000000..b066584113
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 52"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 52
+
+State House district 52 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/53.md b/data/jurisdictions/us/states/ky/districts/house/53.md
new file mode 100644
index 0000000000..411dd49f48
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 53"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 53
+
+State House district 53 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/54.md b/data/jurisdictions/us/states/ky/districts/house/54.md
new file mode 100644
index 0000000000..8b6a3348ae
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 54"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 54
+
+State House district 54 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/55.md b/data/jurisdictions/us/states/ky/districts/house/55.md
new file mode 100644
index 0000000000..72e1b6681a
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 55"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 55
+
+State House district 55 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/56.md b/data/jurisdictions/us/states/ky/districts/house/56.md
new file mode 100644
index 0000000000..9345176d43
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 56"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 56
+
+State House district 56 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/57.md b/data/jurisdictions/us/states/ky/districts/house/57.md
new file mode 100644
index 0000000000..8c7f853e04
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 57"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 57
+
+State House district 57 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/58.md b/data/jurisdictions/us/states/ky/districts/house/58.md
new file mode 100644
index 0000000000..802fffc805
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 58"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 58
+
+State House district 58 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/59.md b/data/jurisdictions/us/states/ky/districts/house/59.md
new file mode 100644
index 0000000000..50d1aa8c80
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 59"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 59
+
+State House district 59 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/6.md b/data/jurisdictions/us/states/ky/districts/house/6.md
new file mode 100644
index 0000000000..f2b9a4210a
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 6"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 6
+
+State House district 6 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/60.md b/data/jurisdictions/us/states/ky/districts/house/60.md
new file mode 100644
index 0000000000..ac60a47ab0
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 60"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 60
+
+State House district 60 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/61.md b/data/jurisdictions/us/states/ky/districts/house/61.md
new file mode 100644
index 0000000000..180141d67d
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 61"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 61
+
+State House district 61 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/62.md b/data/jurisdictions/us/states/ky/districts/house/62.md
new file mode 100644
index 0000000000..31bb0b3f5c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 62"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 62
+
+State House district 62 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/63.md b/data/jurisdictions/us/states/ky/districts/house/63.md
new file mode 100644
index 0000000000..346f474a8f
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 63"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 63
+
+State House district 63 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/64.md b/data/jurisdictions/us/states/ky/districts/house/64.md
new file mode 100644
index 0000000000..9ae35298ed
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 64"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 64
+
+State House district 64 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/65.md b/data/jurisdictions/us/states/ky/districts/house/65.md
new file mode 100644
index 0000000000..14406e646a
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 65"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 65
+
+State House district 65 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/66.md b/data/jurisdictions/us/states/ky/districts/house/66.md
new file mode 100644
index 0000000000..1223f657a9
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 66"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 66
+
+State House district 66 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/67.md b/data/jurisdictions/us/states/ky/districts/house/67.md
new file mode 100644
index 0000000000..d6a2ba3b0c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 67"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 67
+
+State House district 67 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/68.md b/data/jurisdictions/us/states/ky/districts/house/68.md
new file mode 100644
index 0000000000..de68a495c5
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 68"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 68
+
+State House district 68 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/69.md b/data/jurisdictions/us/states/ky/districts/house/69.md
new file mode 100644
index 0000000000..561819ed31
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 69"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 69
+
+State House district 69 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/7.md b/data/jurisdictions/us/states/ky/districts/house/7.md
new file mode 100644
index 0000000000..13e9ce02e0
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 7"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 7
+
+State House district 7 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/70.md b/data/jurisdictions/us/states/ky/districts/house/70.md
new file mode 100644
index 0000000000..f6be23b8fb
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 70"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 70
+
+State House district 70 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/71.md b/data/jurisdictions/us/states/ky/districts/house/71.md
new file mode 100644
index 0000000000..fe37ce50f8
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 71"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 71
+
+State House district 71 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/72.md b/data/jurisdictions/us/states/ky/districts/house/72.md
new file mode 100644
index 0000000000..0cb6e7201a
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 72"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 72
+
+State House district 72 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/73.md b/data/jurisdictions/us/states/ky/districts/house/73.md
new file mode 100644
index 0000000000..a401da8b97
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 73"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 73
+
+State House district 73 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/74.md b/data/jurisdictions/us/states/ky/districts/house/74.md
new file mode 100644
index 0000000000..18ddfa25d1
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 74"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 74
+
+State House district 74 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/75.md b/data/jurisdictions/us/states/ky/districts/house/75.md
new file mode 100644
index 0000000000..a477b39b68
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 75"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 75
+
+State House district 75 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/76.md b/data/jurisdictions/us/states/ky/districts/house/76.md
new file mode 100644
index 0000000000..2fc1fab80b
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 76"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 76
+
+State House district 76 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/77.md b/data/jurisdictions/us/states/ky/districts/house/77.md
new file mode 100644
index 0000000000..c84db35761
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 77"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 77
+
+State House district 77 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/78.md b/data/jurisdictions/us/states/ky/districts/house/78.md
new file mode 100644
index 0000000000..69147e4afb
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 78"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 78
+
+State House district 78 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/79.md b/data/jurisdictions/us/states/ky/districts/house/79.md
new file mode 100644
index 0000000000..bf0100d959
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 79"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 79
+
+State House district 79 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/8.md b/data/jurisdictions/us/states/ky/districts/house/8.md
new file mode 100644
index 0000000000..ad94742d73
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 8"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 8
+
+State House district 8 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/80.md b/data/jurisdictions/us/states/ky/districts/house/80.md
new file mode 100644
index 0000000000..2b0dec4491
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 80"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 80
+
+State House district 80 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/81.md b/data/jurisdictions/us/states/ky/districts/house/81.md
new file mode 100644
index 0000000000..90327dbe9c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 81"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 81
+
+State House district 81 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/82.md b/data/jurisdictions/us/states/ky/districts/house/82.md
new file mode 100644
index 0000000000..2536520b2c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 82"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 82
+
+State House district 82 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/83.md b/data/jurisdictions/us/states/ky/districts/house/83.md
new file mode 100644
index 0000000000..cccfe5e0ff
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 83"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 83
+
+State House district 83 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/84.md b/data/jurisdictions/us/states/ky/districts/house/84.md
new file mode 100644
index 0000000000..28dd8bef59
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 84"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 84
+
+State House district 84 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/85.md b/data/jurisdictions/us/states/ky/districts/house/85.md
new file mode 100644
index 0000000000..ac04734248
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 85"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 85
+
+State House district 85 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/86.md b/data/jurisdictions/us/states/ky/districts/house/86.md
new file mode 100644
index 0000000000..bb2a16aec2
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 86"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 86
+
+State House district 86 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/87.md b/data/jurisdictions/us/states/ky/districts/house/87.md
new file mode 100644
index 0000000000..792f974d59
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 87"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 87
+
+State House district 87 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/88.md b/data/jurisdictions/us/states/ky/districts/house/88.md
new file mode 100644
index 0000000000..890d8f2d67
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 88"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 88
+
+State House district 88 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/89.md b/data/jurisdictions/us/states/ky/districts/house/89.md
new file mode 100644
index 0000000000..85d72c57d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 89"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 89
+
+State House district 89 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/9.md b/data/jurisdictions/us/states/ky/districts/house/9.md
new file mode 100644
index 0000000000..17713c32b5
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 9"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 9
+
+State House district 9 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/90.md b/data/jurisdictions/us/states/ky/districts/house/90.md
new file mode 100644
index 0000000000..f7848f3dde
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 90"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 90
+
+State House district 90 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/91.md b/data/jurisdictions/us/states/ky/districts/house/91.md
new file mode 100644
index 0000000000..99a9f2b7bc
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 91"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 91
+
+State House district 91 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/92.md b/data/jurisdictions/us/states/ky/districts/house/92.md
new file mode 100644
index 0000000000..890153ea90
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 92"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 92
+
+State House district 92 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/93.md b/data/jurisdictions/us/states/ky/districts/house/93.md
new file mode 100644
index 0000000000..18a35959f2
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 93"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 93
+
+State House district 93 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/94.md b/data/jurisdictions/us/states/ky/districts/house/94.md
new file mode 100644
index 0000000000..c86cc4beb8
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 94"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 94
+
+State House district 94 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/95.md b/data/jurisdictions/us/states/ky/districts/house/95.md
new file mode 100644
index 0000000000..1c25da8e94
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 95"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 95
+
+State House district 95 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/96.md b/data/jurisdictions/us/states/ky/districts/house/96.md
new file mode 100644
index 0000000000..da37a63f3c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 96"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 96
+
+State House district 96 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/97.md b/data/jurisdictions/us/states/ky/districts/house/97.md
new file mode 100644
index 0000000000..4d9ab13c55
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 97"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 97
+
+State House district 97 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/98.md b/data/jurisdictions/us/states/ky/districts/house/98.md
new file mode 100644
index 0000000000..3f1a514534
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 98"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 98
+
+State House district 98 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/house/99.md b/data/jurisdictions/us/states/ky/districts/house/99.md
new file mode 100644
index 0000000000..e5cc385704
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY House District 99"
+classification: state-house-district
+state: "KY"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY House District 99
+
+State House district 99 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/1.md b/data/jurisdictions/us/states/ky/districts/senate/1.md
new file mode 100644
index 0000000000..719aa9f4b6
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 1"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 1
+
+State Senate district 1 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/10.md b/data/jurisdictions/us/states/ky/districts/senate/10.md
new file mode 100644
index 0000000000..945dfe1626
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 10"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 10
+
+State Senate district 10 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/11.md b/data/jurisdictions/us/states/ky/districts/senate/11.md
new file mode 100644
index 0000000000..84a6bea2c9
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 11"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 11
+
+State Senate district 11 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/12.md b/data/jurisdictions/us/states/ky/districts/senate/12.md
new file mode 100644
index 0000000000..2a30e65ba4
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 12"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 12
+
+State Senate district 12 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/13.md b/data/jurisdictions/us/states/ky/districts/senate/13.md
new file mode 100644
index 0000000000..2677fdbc10
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 13"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 13
+
+State Senate district 13 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/14.md b/data/jurisdictions/us/states/ky/districts/senate/14.md
new file mode 100644
index 0000000000..e1715dcabd
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 14"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 14
+
+State Senate district 14 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/15.md b/data/jurisdictions/us/states/ky/districts/senate/15.md
new file mode 100644
index 0000000000..55b5ff97d3
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 15"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 15
+
+State Senate district 15 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/16.md b/data/jurisdictions/us/states/ky/districts/senate/16.md
new file mode 100644
index 0000000000..45a009213e
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 16"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 16
+
+State Senate district 16 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/17.md b/data/jurisdictions/us/states/ky/districts/senate/17.md
new file mode 100644
index 0000000000..91e9065bfe
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 17"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 17
+
+State Senate district 17 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/18.md b/data/jurisdictions/us/states/ky/districts/senate/18.md
new file mode 100644
index 0000000000..94dfe87418
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 18"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 18
+
+State Senate district 18 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/19.md b/data/jurisdictions/us/states/ky/districts/senate/19.md
new file mode 100644
index 0000000000..eba3e4e73b
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 19"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 19
+
+State Senate district 19 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/2.md b/data/jurisdictions/us/states/ky/districts/senate/2.md
new file mode 100644
index 0000000000..9f33e0a3a6
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 2"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 2
+
+State Senate district 2 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/20.md b/data/jurisdictions/us/states/ky/districts/senate/20.md
new file mode 100644
index 0000000000..5c6f8baffc
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 20"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 20
+
+State Senate district 20 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/21.md b/data/jurisdictions/us/states/ky/districts/senate/21.md
new file mode 100644
index 0000000000..d44b5425fd
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 21"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 21
+
+State Senate district 21 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/22.md b/data/jurisdictions/us/states/ky/districts/senate/22.md
new file mode 100644
index 0000000000..898b81b3e3
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 22"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 22
+
+State Senate district 22 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/23.md b/data/jurisdictions/us/states/ky/districts/senate/23.md
new file mode 100644
index 0000000000..6f26546d96
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 23"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 23
+
+State Senate district 23 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/24.md b/data/jurisdictions/us/states/ky/districts/senate/24.md
new file mode 100644
index 0000000000..6ac9875d08
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 24"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 24
+
+State Senate district 24 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/25.md b/data/jurisdictions/us/states/ky/districts/senate/25.md
new file mode 100644
index 0000000000..bc3ffcd841
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 25"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 25
+
+State Senate district 25 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/26.md b/data/jurisdictions/us/states/ky/districts/senate/26.md
new file mode 100644
index 0000000000..b3c13e1fd9
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 26"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 26
+
+State Senate district 26 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/27.md b/data/jurisdictions/us/states/ky/districts/senate/27.md
new file mode 100644
index 0000000000..4834ded3f7
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 27"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 27
+
+State Senate district 27 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/28.md b/data/jurisdictions/us/states/ky/districts/senate/28.md
new file mode 100644
index 0000000000..13a29a053e
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 28"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 28
+
+State Senate district 28 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/29.md b/data/jurisdictions/us/states/ky/districts/senate/29.md
new file mode 100644
index 0000000000..3bc03a1a8c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 29"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 29
+
+State Senate district 29 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/3.md b/data/jurisdictions/us/states/ky/districts/senate/3.md
new file mode 100644
index 0000000000..886a9edacc
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 3"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 3
+
+State Senate district 3 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/30.md b/data/jurisdictions/us/states/ky/districts/senate/30.md
new file mode 100644
index 0000000000..e1f4c95211
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 30"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 30
+
+State Senate district 30 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/31.md b/data/jurisdictions/us/states/ky/districts/senate/31.md
new file mode 100644
index 0000000000..fb39308e23
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 31"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 31
+
+State Senate district 31 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/32.md b/data/jurisdictions/us/states/ky/districts/senate/32.md
new file mode 100644
index 0000000000..e9f93bc02c
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 32"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 32
+
+State Senate district 32 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/33.md b/data/jurisdictions/us/states/ky/districts/senate/33.md
new file mode 100644
index 0000000000..d915b24ad0
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 33"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 33
+
+State Senate district 33 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/34.md b/data/jurisdictions/us/states/ky/districts/senate/34.md
new file mode 100644
index 0000000000..4b02d5d172
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 34"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 34
+
+State Senate district 34 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/35.md b/data/jurisdictions/us/states/ky/districts/senate/35.md
new file mode 100644
index 0000000000..e69b15a452
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 35"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 35
+
+State Senate district 35 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/36.md b/data/jurisdictions/us/states/ky/districts/senate/36.md
new file mode 100644
index 0000000000..7c47ad80e9
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 36"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 36
+
+State Senate district 36 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/37.md b/data/jurisdictions/us/states/ky/districts/senate/37.md
new file mode 100644
index 0000000000..c844ab6f08
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 37"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 37
+
+State Senate district 37 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/38.md b/data/jurisdictions/us/states/ky/districts/senate/38.md
new file mode 100644
index 0000000000..24be8edb73
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 38"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 38
+
+State Senate district 38 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/4.md b/data/jurisdictions/us/states/ky/districts/senate/4.md
new file mode 100644
index 0000000000..00e6b880b7
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 4"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 4
+
+State Senate district 4 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/5.md b/data/jurisdictions/us/states/ky/districts/senate/5.md
new file mode 100644
index 0000000000..d3180fb2aa
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 5"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 5
+
+State Senate district 5 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/6.md b/data/jurisdictions/us/states/ky/districts/senate/6.md
new file mode 100644
index 0000000000..6f37bb8264
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 6"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 6
+
+State Senate district 6 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/7.md b/data/jurisdictions/us/states/ky/districts/senate/7.md
new file mode 100644
index 0000000000..6655652352
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 7"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 7
+
+State Senate district 7 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/8.md b/data/jurisdictions/us/states/ky/districts/senate/8.md
new file mode 100644
index 0000000000..3371eb0d14
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 8"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 8
+
+State Senate district 8 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/districts/senate/9.md b/data/jurisdictions/us/states/ky/districts/senate/9.md
new file mode 100644
index 0000000000..482aea6c96
--- /dev/null
+++ b/data/jurisdictions/us/states/ky/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "KY Senate District 9"
+classification: state-senate-district
+state: "KY"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ky]
+timestamp: "2026-07-03"
+---
+
+# KY Senate District 9
+
+State Senate district 9 (KY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ky/people/aaron-reed.md b/data/jurisdictions/us/states/ky/people/aaron-reed.md
index 565ce07ddb..01a33ff707 100644
--- a/data/jurisdictions/us/states/ky/people/aaron-reed.md
+++ b/data/jurisdictions/us/states/ky/people/aaron-reed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 7"
+represents: "us/states/ky/districts/senate/7"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 7 (KY State Senate District 7).
 
+Represents [KY State Senate District 7](/us/states/ky/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/aaron-thompson.md b/data/jurisdictions/us/states/ky/people/aaron-thompson.md
index 19bf2a169c..03bc1a7169 100644
--- a/data/jurisdictions/us/states/ky/people/aaron-thompson.md
+++ b/data/jurisdictions/us/states/ky/people/aaron-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 98"
+represents: "us/states/ky/districts/house/98"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 98 (KY State House of Representatives District 98).
 
+Represents [KY State House of Representatives District 98](/us/states/ky/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/adam-bowling.md b/data/jurisdictions/us/states/ky/people/adam-bowling.md
index 9f72affa31..966a7ec2d9 100644
--- a/data/jurisdictions/us/states/ky/people/adam-bowling.md
+++ b/data/jurisdictions/us/states/ky/people/adam-bowling.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 87"
+represents: "us/states/ky/districts/house/87"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 87 (KY State House of Representatives District 87).
 
+Represents [KY State House of Representatives District 87](/us/states/ky/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/adam-moore.md b/data/jurisdictions/us/states/ky/people/adam-moore.md
index e928a52f66..0f58f11f93 100644
--- a/data/jurisdictions/us/states/ky/people/adam-moore.md
+++ b/data/jurisdictions/us/states/ky/people/adam-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 45"
+represents: "us/states/ky/districts/house/45"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 45 (KY State House of Representatives District 45).
 
+Represents [KY State House of Representatives District 45](/us/states/ky/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/adrielle-camuel.md b/data/jurisdictions/us/states/ky/people/adrielle-camuel.md
index c5ff07939a..6ea8245b78 100644
--- a/data/jurisdictions/us/states/ky/people/adrielle-camuel.md
+++ b/data/jurisdictions/us/states/ky/people/adrielle-camuel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 93"
+represents: "us/states/ky/districts/house/93"
 tenure:
   start: "2023-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 93 (KY State House of Representatives District 93).
 
+Represents [KY State House of Representatives District 93](/us/states/ky/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/al-gentry.md b/data/jurisdictions/us/states/ky/people/al-gentry.md
index b961b93d52..56f15bcdd0 100644
--- a/data/jurisdictions/us/states/ky/people/al-gentry.md
+++ b/data/jurisdictions/us/states/ky/people/al-gentry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 46"
+represents: "us/states/ky/districts/house/46"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 46 (KY State House of Representatives District 46).
 
+Represents [KY State House of Representatives District 46](/us/states/ky/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/amanda-bledsoe.md b/data/jurisdictions/us/states/ky/people/amanda-bledsoe.md
index c18fbfba97..0934a67755 100644
--- a/data/jurisdictions/us/states/ky/people/amanda-bledsoe.md
+++ b/data/jurisdictions/us/states/ky/people/amanda-bledsoe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 12"
+represents: "us/states/ky/districts/senate/12"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 12 (KY State Senate District 12).
 
+Represents [KY State Senate District 12](/us/states/ky/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/amy-neighbors.md b/data/jurisdictions/us/states/ky/people/amy-neighbors.md
index 0c9ca4e00f..827787380d 100644
--- a/data/jurisdictions/us/states/ky/people/amy-neighbors.md
+++ b/data/jurisdictions/us/states/ky/people/amy-neighbors.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 21"
+represents: "us/states/ky/districts/house/21"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 21 (KY State House of Representatives District 21).
 
+Represents [KY State House of Representatives District 21](/us/states/ky/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/anne-donworth.md b/data/jurisdictions/us/states/ky/people/anne-donworth.md
index 4a045a2092..d8b3947cd7 100644
--- a/data/jurisdictions/us/states/ky/people/anne-donworth.md
+++ b/data/jurisdictions/us/states/ky/people/anne-donworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 76"
+represents: "us/states/ky/districts/house/76"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 76 (KY State House of Representatives District 76).
 
+Represents [KY State House of Representatives District 76](/us/states/ky/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/ashley-laferty.md b/data/jurisdictions/us/states/ky/people/ashley-laferty.md
index 3f14eb31b0..c600b165f4 100644
--- a/data/jurisdictions/us/states/ky/people/ashley-laferty.md
+++ b/data/jurisdictions/us/states/ky/people/ashley-laferty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 95"
+represents: "us/states/ky/districts/house/95"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 95 (KY State House of Representatives District 95).
 
+Represents [KY State House of Representatives District 95](/us/states/ky/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/beverly-chester-burton.md b/data/jurisdictions/us/states/ky/people/beverly-chester-burton.md
index d48ca65626..67b51de787 100644
--- a/data/jurisdictions/us/states/ky/people/beverly-chester-burton.md
+++ b/data/jurisdictions/us/states/ky/people/beverly-chester-burton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 44"
+represents: "us/states/ky/districts/house/44"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 44 (KY State House of Representatives District 44).
 
+Represents [KY State House of Representatives District 44](/us/states/ky/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/bill-wesley.md b/data/jurisdictions/us/states/ky/people/bill-wesley.md
index a98b403705..2fb5040258 100644
--- a/data/jurisdictions/us/states/ky/people/bill-wesley.md
+++ b/data/jurisdictions/us/states/ky/people/bill-wesley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 91"
+represents: "us/states/ky/districts/house/91"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 91 (KY State House of Representatives District 91).
 
+Represents [KY State House of Representatives District 91](/us/states/ky/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/bobby-mccool.md b/data/jurisdictions/us/states/ky/people/bobby-mccool.md
index 107b59e022..9e4a974483 100644
--- a/data/jurisdictions/us/states/ky/people/bobby-mccool.md
+++ b/data/jurisdictions/us/states/ky/people/bobby-mccool.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 97"
+represents: "us/states/ky/districts/house/97"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 97 (KY State House of Representatives District 97).
 
+Represents [KY State House of Representatives District 97](/us/states/ky/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/brandon-smith.md b/data/jurisdictions/us/states/ky/people/brandon-smith.md
index 1602801812..46a90ed18c 100644
--- a/data/jurisdictions/us/states/ky/people/brandon-smith.md
+++ b/data/jurisdictions/us/states/ky/people/brandon-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 30"
+represents: "us/states/ky/districts/senate/30"
 tenure:
   start: "2008-02-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 30 (KY State Senate District 30).
 
+Represents [KY State Senate District 30](/us/states/ky/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/brandon-storm.md b/data/jurisdictions/us/states/ky/people/brandon-storm.md
index 94d0ade5d0..5bc0234abf 100644
--- a/data/jurisdictions/us/states/ky/people/brandon-storm.md
+++ b/data/jurisdictions/us/states/ky/people/brandon-storm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 21"
+represents: "us/states/ky/districts/senate/21"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 21 (KY State Senate District 21).
 
+Represents [KY State Senate District 21](/us/states/ky/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/candy-massaroni.md b/data/jurisdictions/us/states/ky/people/candy-massaroni.md
index b9b90f9468..9dbafba2cb 100644
--- a/data/jurisdictions/us/states/ky/people/candy-massaroni.md
+++ b/data/jurisdictions/us/states/ky/people/candy-massaroni.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 50"
+represents: "us/states/ky/districts/house/50"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 50 (KY State House of Representatives District 50).
 
+Represents [KY State House of Representatives District 50](/us/states/ky/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/cassie-armstrong.md b/data/jurisdictions/us/states/ky/people/cassie-armstrong.md
index 1d7d29fb94..adfcbab616 100644
--- a/data/jurisdictions/us/states/ky/people/cassie-armstrong.md
+++ b/data/jurisdictions/us/states/ky/people/cassie-armstrong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 19"
+represents: "us/states/ky/districts/senate/19"
 tenure:
   start: "2023-03-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 19 (KY State Senate District 19).
 
+Represents [KY State Senate District 19](/us/states/ky/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/chad-aull.md b/data/jurisdictions/us/states/ky/people/chad-aull.md
index ed7e938e82..4f7b331367 100644
--- a/data/jurisdictions/us/states/ky/people/chad-aull.md
+++ b/data/jurisdictions/us/states/ky/people/chad-aull.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 79"
+represents: "us/states/ky/districts/house/79"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 79 (KY State House of Representatives District 79).
 
+Represents [KY State House of Representatives District 79](/us/states/ky/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/chris-freeland.md b/data/jurisdictions/us/states/ky/people/chris-freeland.md
index 96ab803ae8..d902ae5711 100644
--- a/data/jurisdictions/us/states/ky/people/chris-freeland.md
+++ b/data/jurisdictions/us/states/ky/people/chris-freeland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 6"
+represents: "us/states/ky/districts/house/6"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 6 (KY State House of Representatives District 6).
 
+Represents [KY State House of Representatives District 6](/us/states/ky/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/chris-fugate.md b/data/jurisdictions/us/states/ky/people/chris-fugate.md
index 45b6822796..78f8be4533 100644
--- a/data/jurisdictions/us/states/ky/people/chris-fugate.md
+++ b/data/jurisdictions/us/states/ky/people/chris-fugate.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 84"
+represents: "us/states/ky/districts/house/84"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 84 (KY State House of Representatives District 84).
 
+Represents [KY State House of Representatives District 84](/us/states/ky/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/chris-lewis.md b/data/jurisdictions/us/states/ky/people/chris-lewis.md
index 30049e2ed5..8359d534c9 100644
--- a/data/jurisdictions/us/states/ky/people/chris-lewis.md
+++ b/data/jurisdictions/us/states/ky/people/chris-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 29"
+represents: "us/states/ky/districts/house/29"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 29 (KY State House of Representatives District 29).
 
+Represents [KY State House of Representatives District 29](/us/states/ky/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/chris-mcdaniel.md b/data/jurisdictions/us/states/ky/people/chris-mcdaniel.md
index c26988802b..6363b049c9 100644
--- a/data/jurisdictions/us/states/ky/people/chris-mcdaniel.md
+++ b/data/jurisdictions/us/states/ky/people/chris-mcdaniel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 23"
+represents: "us/states/ky/districts/senate/23"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 23 (KY State Senate District 23).
 
+Represents [KY State Senate District 23](/us/states/ky/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/craig-richardson.md b/data/jurisdictions/us/states/ky/people/craig-richardson.md
index 8ce5343821..2886d16bcd 100644
--- a/data/jurisdictions/us/states/ky/people/craig-richardson.md
+++ b/data/jurisdictions/us/states/ky/people/craig-richardson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 3"
+represents: "us/states/ky/districts/senate/3"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 3 (KY State Senate District 3).
 
+Represents [KY State Senate District 3](/us/states/ky/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/d-j-johnson.md b/data/jurisdictions/us/states/ky/people/d-j-johnson.md
index 001d20dbf3..9162775316 100644
--- a/data/jurisdictions/us/states/ky/people/d-j-johnson.md
+++ b/data/jurisdictions/us/states/ky/people/d-j-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 13"
+represents: "us/states/ky/districts/house/13"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 13 (KY State House of Representatives District 13).
 
+Represents [KY State House of Representatives District 13](/us/states/ky/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/dan-fister.md b/data/jurisdictions/us/states/ky/people/dan-fister.md
index 5e1c911625..a4b6feaae5 100644
--- a/data/jurisdictions/us/states/ky/people/dan-fister.md
+++ b/data/jurisdictions/us/states/ky/people/dan-fister.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 56"
+represents: "us/states/ky/districts/house/56"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 56 (KY State House of Representatives District 56).
 
+Represents [KY State House of Representatives District 56](/us/states/ky/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/daniel-elliott.md b/data/jurisdictions/us/states/ky/people/daniel-elliott.md
index c14f87205f..d4491e8e87 100644
--- a/data/jurisdictions/us/states/ky/people/daniel-elliott.md
+++ b/data/jurisdictions/us/states/ky/people/daniel-elliott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 54"
+represents: "us/states/ky/districts/house/54"
 tenure:
   start: "2016-03-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 54 (KY State House of Representatives District 54).
 
+Represents [KY State House of Representatives District 54](/us/states/ky/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/daniel-grossberg.md b/data/jurisdictions/us/states/ky/people/daniel-grossberg.md
index c405aa0a81..eedc632b01 100644
--- a/data/jurisdictions/us/states/ky/people/daniel-grossberg.md
+++ b/data/jurisdictions/us/states/ky/people/daniel-grossberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 30"
+represents: "us/states/ky/districts/house/30"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 30 (KY State House of Representatives District 30).
 
+Represents [KY State House of Representatives District 30](/us/states/ky/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/danny-carroll.md b/data/jurisdictions/us/states/ky/people/danny-carroll.md
index e9d07d9538..0fd735e5f8 100644
--- a/data/jurisdictions/us/states/ky/people/danny-carroll.md
+++ b/data/jurisdictions/us/states/ky/people/danny-carroll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 2"
+represents: "us/states/ky/districts/senate/2"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 2 (KY State Senate District 2).
 
+Represents [KY State Senate District 2](/us/states/ky/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/david-givens.md b/data/jurisdictions/us/states/ky/people/david-givens.md
index 5743324a92..7442b813dc 100644
--- a/data/jurisdictions/us/states/ky/people/david-givens.md
+++ b/data/jurisdictions/us/states/ky/people/david-givens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 9"
+represents: "us/states/ky/districts/senate/9"
 tenure:
   start: "2009-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 9 (KY State Senate District 9).
 
+Represents [KY State Senate District 9](/us/states/ky/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/david-hale.md b/data/jurisdictions/us/states/ky/people/david-hale.md
index 3e7d4ab41a..eb5cdaf284 100644
--- a/data/jurisdictions/us/states/ky/people/david-hale.md
+++ b/data/jurisdictions/us/states/ky/people/david-hale.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 74"
+represents: "us/states/ky/districts/house/74"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 74 (KY State House of Representatives District 74).
 
+Represents [KY State House of Representatives District 74](/us/states/ky/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/david-meade.md b/data/jurisdictions/us/states/ky/people/david-meade.md
index d2a47f0ae6..d93c4fd8ee 100644
--- a/data/jurisdictions/us/states/ky/people/david-meade.md
+++ b/data/jurisdictions/us/states/ky/people/david-meade.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 80"
+represents: "us/states/ky/districts/house/80"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 80 (KY State House of Representatives District 80).
 
+Represents [KY State House of Representatives District 80](/us/states/ky/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/david-osborne.md b/data/jurisdictions/us/states/ky/people/david-osborne.md
index 022947be37..50e2737dfd 100644
--- a/data/jurisdictions/us/states/ky/people/david-osborne.md
+++ b/data/jurisdictions/us/states/ky/people/david-osborne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 59"
+represents: "us/states/ky/districts/house/59"
 tenure:
   start: "2005-05-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 59 (KY State House of Representatives District 59).
 
+Represents [KY State House of Representatives District 59](/us/states/ky/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/deanna-gordon.md b/data/jurisdictions/us/states/ky/people/deanna-gordon.md
index 112b52934f..057698c88f 100644
--- a/data/jurisdictions/us/states/ky/people/deanna-gordon.md
+++ b/data/jurisdictions/us/states/ky/people/deanna-gordon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 81"
+represents: "us/states/ky/districts/house/81"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 81 (KY State House of Representatives District 81).
 
+Represents [KY State House of Representatives District 81](/us/states/ky/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/derek-lewis.md b/data/jurisdictions/us/states/ky/people/derek-lewis.md
index 7907e7b6f6..213da42c97 100644
--- a/data/jurisdictions/us/states/ky/people/derek-lewis.md
+++ b/data/jurisdictions/us/states/ky/people/derek-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 90"
+represents: "us/states/ky/districts/house/90"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 90 (KY State House of Representatives District 90).
 
+Represents [KY State House of Representatives District 90](/us/states/ky/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/don-douglas.md b/data/jurisdictions/us/states/ky/people/don-douglas.md
index db38f3ca9b..33abad326b 100644
--- a/data/jurisdictions/us/states/ky/people/don-douglas.md
+++ b/data/jurisdictions/us/states/ky/people/don-douglas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 22"
+represents: "us/states/ky/districts/senate/22"
 tenure:
   start: "2021-11-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 22 (KY State Senate District 22).
 
+Represents [KY State Senate District 22](/us/states/ky/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/emily-callaway.md b/data/jurisdictions/us/states/ky/people/emily-callaway.md
index ae55cca106..aa6ec34979 100644
--- a/data/jurisdictions/us/states/ky/people/emily-callaway.md
+++ b/data/jurisdictions/us/states/ky/people/emily-callaway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 37"
+represents: "us/states/ky/districts/house/37"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 37 (KY State House of Representatives District 37).
 
+Represents [KY State House of Representatives District 37](/us/states/ky/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/erika-hancock.md b/data/jurisdictions/us/states/ky/people/erika-hancock.md
index a6a7b19ead..b2ace7a6f1 100644
--- a/data/jurisdictions/us/states/ky/people/erika-hancock.md
+++ b/data/jurisdictions/us/states/ky/people/erika-hancock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 57"
+represents: "us/states/ky/districts/house/57"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 57 (KY State House of Representatives District 57).
 
+Represents [KY State House of Representatives District 57](/us/states/ky/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/felicia-rabourn.md b/data/jurisdictions/us/states/ky/people/felicia-rabourn.md
index a347e1a4ed..8176eda864 100644
--- a/data/jurisdictions/us/states/ky/people/felicia-rabourn.md
+++ b/data/jurisdictions/us/states/ky/people/felicia-rabourn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 47"
+represents: "us/states/ky/districts/house/47"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 47 (KY State House of Representatives District 47).
 
+Represents [KY State House of Representatives District 47](/us/states/ky/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/gary-boswell.md b/data/jurisdictions/us/states/ky/people/gary-boswell.md
index e2942027ee..77e7e79ba2 100644
--- a/data/jurisdictions/us/states/ky/people/gary-boswell.md
+++ b/data/jurisdictions/us/states/ky/people/gary-boswell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 8"
+represents: "us/states/ky/districts/senate/8"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 8 (KY State Senate District 8).
 
+Represents [KY State Senate District 8](/us/states/ky/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/gary-clemons.md b/data/jurisdictions/us/states/ky/people/gary-clemons.md
index a6d028b036..f64f0625d8 100644
--- a/data/jurisdictions/us/states/ky/people/gary-clemons.md
+++ b/data/jurisdictions/us/states/ky/people/gary-clemons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 37"
+represents: "us/states/ky/districts/senate/37"
 tenure:
   start: "2026-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 37 (KY State Senate District 37).
 
+Represents [KY State Senate District 37](/us/states/ky/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/george-brown.md b/data/jurisdictions/us/states/ky/people/george-brown.md
index 829dccac10..67980e571f 100644
--- a/data/jurisdictions/us/states/ky/people/george-brown.md
+++ b/data/jurisdictions/us/states/ky/people/george-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 77"
+represents: "us/states/ky/districts/house/77"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 77 (KY State House of Representatives District 77).
 
+Represents [KY State House of Representatives District 77](/us/states/ky/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/gerald-neal.md b/data/jurisdictions/us/states/ky/people/gerald-neal.md
index a3ae05d621..0e02c11f46 100644
--- a/data/jurisdictions/us/states/ky/people/gerald-neal.md
+++ b/data/jurisdictions/us/states/ky/people/gerald-neal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 33"
+represents: "us/states/ky/districts/senate/33"
 tenure:
   start: "1989-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 33 (KY State Senate District 33).
 
+Represents [KY State Senate District 33](/us/states/ky/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/gex-williams.md b/data/jurisdictions/us/states/ky/people/gex-williams.md
index 87407a37a5..286b454090 100644
--- a/data/jurisdictions/us/states/ky/people/gex-williams.md
+++ b/data/jurisdictions/us/states/ky/people/gex-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 20"
+represents: "us/states/ky/districts/senate/20"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 20 (KY State Senate District 20).
 
+Represents [KY State Senate District 20](/us/states/ky/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/greg-elkins.md b/data/jurisdictions/us/states/ky/people/greg-elkins.md
index f1598ad705..23e52ae944 100644
--- a/data/jurisdictions/us/states/ky/people/greg-elkins.md
+++ b/data/jurisdictions/us/states/ky/people/greg-elkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 28"
+represents: "us/states/ky/districts/senate/28"
 tenure:
   start: "2023-06-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 28 (KY State Senate District 28).
 
+Represents [KY State Senate District 28](/us/states/ky/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/j-t-payne.md b/data/jurisdictions/us/states/ky/people/j-t-payne.md
index 83dcdc130d..dc4c75ebd5 100644
--- a/data/jurisdictions/us/states/ky/people/j-t-payne.md
+++ b/data/jurisdictions/us/states/ky/people/j-t-payne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 11"
+represents: "us/states/ky/districts/house/11"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 11 (KY State House of Representatives District 11).
 
+Represents [KY State House of Representatives District 11](/us/states/ky/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/james-tipton.md b/data/jurisdictions/us/states/ky/people/james-tipton.md
index bcb53afa04..4dcf600ae3 100644
--- a/data/jurisdictions/us/states/ky/people/james-tipton.md
+++ b/data/jurisdictions/us/states/ky/people/james-tipton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 53"
+represents: "us/states/ky/districts/house/53"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 53 (KY State House of Representatives District 53).
 
+Represents [KY State House of Representatives District 53](/us/states/ky/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/jared-bauman.md b/data/jurisdictions/us/states/ky/people/jared-bauman.md
index 70cd4de984..afa52f7014 100644
--- a/data/jurisdictions/us/states/ky/people/jared-bauman.md
+++ b/data/jurisdictions/us/states/ky/people/jared-bauman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 28"
+represents: "us/states/ky/districts/house/28"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 28 (KY State House of Representatives District 28).
 
+Represents [KY State House of Representatives District 28](/us/states/ky/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/jared-carpenter.md b/data/jurisdictions/us/states/ky/people/jared-carpenter.md
index 55e494e87f..dc6f44f85f 100644
--- a/data/jurisdictions/us/states/ky/people/jared-carpenter.md
+++ b/data/jurisdictions/us/states/ky/people/jared-carpenter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 34"
+represents: "us/states/ky/districts/senate/34"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 34 (KY State Senate District 34).
 
+Represents [KY State Senate District 34](/us/states/ky/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/jason-howell.md b/data/jurisdictions/us/states/ky/people/jason-howell.md
index 07c93beadc..4f5190828d 100644
--- a/data/jurisdictions/us/states/ky/people/jason-howell.md
+++ b/data/jurisdictions/us/states/ky/people/jason-howell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 1"
+represents: "us/states/ky/districts/senate/1"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 1 (KY State Senate District 1).
 
+Represents [KY State Senate District 1](/us/states/ky/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/jason-nemes.md b/data/jurisdictions/us/states/ky/people/jason-nemes.md
index 168a8bcaec..aa690fbf51 100644
--- a/data/jurisdictions/us/states/ky/people/jason-nemes.md
+++ b/data/jurisdictions/us/states/ky/people/jason-nemes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 33"
+represents: "us/states/ky/districts/house/33"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 33 (KY State House of Representatives District 33).
 
+Represents [KY State House of Representatives District 33](/us/states/ky/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/jason-petrie.md b/data/jurisdictions/us/states/ky/people/jason-petrie.md
index 4f29c5d210..f07c917d9f 100644
--- a/data/jurisdictions/us/states/ky/people/jason-petrie.md
+++ b/data/jurisdictions/us/states/ky/people/jason-petrie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 16"
+represents: "us/states/ky/districts/house/16"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 16 (KY State House of Representatives District 16).
 
+Represents [KY State House of Representatives District 16](/us/states/ky/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/jennifer-decker.md b/data/jurisdictions/us/states/ky/people/jennifer-decker.md
index 125873cbdb..2c16c5ed5e 100644
--- a/data/jurisdictions/us/states/ky/people/jennifer-decker.md
+++ b/data/jurisdictions/us/states/ky/people/jennifer-decker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 58"
+represents: "us/states/ky/districts/house/58"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 58 (KY State House of Representatives District 58).
 
+Represents [KY State House of Representatives District 58](/us/states/ky/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/jim-gooch.md b/data/jurisdictions/us/states/ky/people/jim-gooch.md
index a7d792d3c5..b8e3f4bc86 100644
--- a/data/jurisdictions/us/states/ky/people/jim-gooch.md
+++ b/data/jurisdictions/us/states/ky/people/jim-gooch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 12"
+represents: "us/states/ky/districts/house/12"
 tenure:
   start: "2015-12-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 12 (KY State House of Representatives District 12).
 
+Represents [KY State House of Representatives District 12](/us/states/ky/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/jimmy-higdon.md b/data/jurisdictions/us/states/ky/people/jimmy-higdon.md
index 005b12220c..c25ffcd471 100644
--- a/data/jurisdictions/us/states/ky/people/jimmy-higdon.md
+++ b/data/jurisdictions/us/states/ky/people/jimmy-higdon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 14"
+represents: "us/states/ky/districts/senate/14"
 tenure:
   start: "2009-12-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 14 (KY State Senate District 14).
 
+Represents [KY State Senate District 14](/us/states/ky/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/john-blanton.md b/data/jurisdictions/us/states/ky/people/john-blanton.md
index 13188025b5..f2b40e48eb 100644
--- a/data/jurisdictions/us/states/ky/people/john-blanton.md
+++ b/data/jurisdictions/us/states/ky/people/john-blanton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 92"
+represents: "us/states/ky/districts/house/92"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 92 (KY State House of Representatives District 92).
 
+Represents [KY State House of Representatives District 92](/us/states/ky/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/john-hodgson.md b/data/jurisdictions/us/states/ky/people/john-hodgson.md
index 568d16b1d2..d114b5c0fa 100644
--- a/data/jurisdictions/us/states/ky/people/john-hodgson.md
+++ b/data/jurisdictions/us/states/ky/people/john-hodgson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 36"
+represents: "us/states/ky/districts/house/36"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 36 (KY State House of Representatives District 36).
 
+Represents [KY State House of Representatives District 36](/us/states/ky/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/josh-branscum.md b/data/jurisdictions/us/states/ky/people/josh-branscum.md
index da7e204f17..1892241a92 100644
--- a/data/jurisdictions/us/states/ky/people/josh-branscum.md
+++ b/data/jurisdictions/us/states/ky/people/josh-branscum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 83"
+represents: "us/states/ky/districts/house/83"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 83 (KY State House of Representatives District 83).
 
+Represents [KY State House of Representatives District 83](/us/states/ky/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/josh-bray.md b/data/jurisdictions/us/states/ky/people/josh-bray.md
index 7375b12044..112536653a 100644
--- a/data/jurisdictions/us/states/ky/people/josh-bray.md
+++ b/data/jurisdictions/us/states/ky/people/josh-bray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 71"
+represents: "us/states/ky/districts/house/71"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 71 (KY State House of Representatives District 71).
 
+Represents [KY State House of Representatives District 71](/us/states/ky/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/josh-calloway.md b/data/jurisdictions/us/states/ky/people/josh-calloway.md
index 7e23dee64d..bc3becafab 100644
--- a/data/jurisdictions/us/states/ky/people/josh-calloway.md
+++ b/data/jurisdictions/us/states/ky/people/josh-calloway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 10"
+represents: "us/states/ky/districts/house/10"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 10 (KY State House of Representatives District 10).
 
+Represents [KY State House of Representatives District 10](/us/states/ky/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/joshua-watkins.md b/data/jurisdictions/us/states/ky/people/joshua-watkins.md
index 234454aebe..b321643e27 100644
--- a/data/jurisdictions/us/states/ky/people/joshua-watkins.md
+++ b/data/jurisdictions/us/states/ky/people/joshua-watkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 42"
+represents: "us/states/ky/districts/house/42"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 42 (KY State House of Representatives District 42).
 
+Represents [KY State House of Representatives District 42](/us/states/ky/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/julie-adams.md b/data/jurisdictions/us/states/ky/people/julie-adams.md
index de2d60cf20..4e8355fd00 100644
--- a/data/jurisdictions/us/states/ky/people/julie-adams.md
+++ b/data/jurisdictions/us/states/ky/people/julie-adams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 36"
+represents: "us/states/ky/districts/senate/36"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 36 (KY State Senate District 36).
 
+Represents [KY State Senate District 36](/us/states/ky/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/karen-berg.md b/data/jurisdictions/us/states/ky/people/karen-berg.md
index 355fd4e4c2..e4a28d63b0 100644
--- a/data/jurisdictions/us/states/ky/people/karen-berg.md
+++ b/data/jurisdictions/us/states/ky/people/karen-berg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 26"
+represents: "us/states/ky/districts/senate/26"
 tenure:
   start: "2020-07-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 26 (KY State Senate District 26).
 
+Represents [KY State Senate District 26](/us/states/ky/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/ken-fleming.md b/data/jurisdictions/us/states/ky/people/ken-fleming.md
index 5321696b4d..ec2bdd8996 100644
--- a/data/jurisdictions/us/states/ky/people/ken-fleming.md
+++ b/data/jurisdictions/us/states/ky/people/ken-fleming.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 48"
+represents: "us/states/ky/districts/house/48"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 48 (KY State House of Representatives District 48).
 
+Represents [KY State House of Representatives District 48](/us/states/ky/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/ken-upchurch.md b/data/jurisdictions/us/states/ky/people/ken-upchurch.md
index 4fe1ccf840..9b18e008ca 100644
--- a/data/jurisdictions/us/states/ky/people/ken-upchurch.md
+++ b/data/jurisdictions/us/states/ky/people/ken-upchurch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 52"
+represents: "us/states/ky/districts/house/52"
 tenure:
   start: "2013-02-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 52 (KY State House of Representatives District 52).
 
+Represents [KY State House of Representatives District 52](/us/states/ky/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/keturah-herron.md b/data/jurisdictions/us/states/ky/people/keturah-herron.md
index afcb15cc4d..f09fcbd413 100644
--- a/data/jurisdictions/us/states/ky/people/keturah-herron.md
+++ b/data/jurisdictions/us/states/ky/people/keturah-herron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 35"
+represents: "us/states/ky/districts/senate/35"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 35 (KY State Senate District 35).
 
+Represents [KY State Senate District 35](/us/states/ky/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/kevin-jackson.md b/data/jurisdictions/us/states/ky/people/kevin-jackson.md
index 806fdd9346..bb0f821fb4 100644
--- a/data/jurisdictions/us/states/ky/people/kevin-jackson.md
+++ b/data/jurisdictions/us/states/ky/people/kevin-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 20"
+represents: "us/states/ky/districts/house/20"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 20 (KY State House of Representatives District 20).
 
+Represents [KY State House of Representatives District 20](/us/states/ky/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/kim-banta.md b/data/jurisdictions/us/states/ky/people/kim-banta.md
index bb7f96cc26..743b99acb1 100644
--- a/data/jurisdictions/us/states/ky/people/kim-banta.md
+++ b/data/jurisdictions/us/states/ky/people/kim-banta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 63"
+represents: "us/states/ky/districts/house/63"
 tenure:
   start: "2019-11-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 63 (KY State House of Representatives District 63).
 
+Represents [KY State House of Representatives District 63](/us/states/ky/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/kim-holloway.md b/data/jurisdictions/us/states/ky/people/kim-holloway.md
index b26d89ce73..20b126da74 100644
--- a/data/jurisdictions/us/states/ky/people/kim-holloway.md
+++ b/data/jurisdictions/us/states/ky/people/kim-holloway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 2"
+represents: "us/states/ky/districts/house/2"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 2 (KY State House of Representatives District 2).
 
+Represents [KY State House of Representatives District 2](/us/states/ky/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/kim-king.md b/data/jurisdictions/us/states/ky/people/kim-king.md
index 0d0fae5be9..6a2e55b94f 100644
--- a/data/jurisdictions/us/states/ky/people/kim-king.md
+++ b/data/jurisdictions/us/states/ky/people/kim-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 55"
+represents: "us/states/ky/districts/house/55"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 55 (KY State House of Representatives District 55).
 
+Represents [KY State House of Representatives District 55](/us/states/ky/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/kim-moser.md b/data/jurisdictions/us/states/ky/people/kim-moser.md
index d15fb31a08..e566f4b2f6 100644
--- a/data/jurisdictions/us/states/ky/people/kim-moser.md
+++ b/data/jurisdictions/us/states/ky/people/kim-moser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 64"
+represents: "us/states/ky/districts/house/64"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 64 (KY State House of Representatives District 64).
 
+Represents [KY State House of Representatives District 64](/us/states/ky/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/lindsey-burke.md b/data/jurisdictions/us/states/ky/people/lindsey-burke.md
index 2b4e449ca7..70c798848c 100644
--- a/data/jurisdictions/us/states/ky/people/lindsey-burke.md
+++ b/data/jurisdictions/us/states/ky/people/lindsey-burke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 75"
+represents: "us/states/ky/districts/house/75"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 75 (KY State House of Representatives District 75).
 
+Represents [KY State House of Representatives District 75](/us/states/ky/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/lindsey-tichenor.md b/data/jurisdictions/us/states/ky/people/lindsey-tichenor.md
index 8f93c79494..b43aac1dd8 100644
--- a/data/jurisdictions/us/states/ky/people/lindsey-tichenor.md
+++ b/data/jurisdictions/us/states/ky/people/lindsey-tichenor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 6"
+represents: "us/states/ky/districts/senate/6"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 6 (KY State Senate District 6).
 
+Represents [KY State Senate District 6](/us/states/ky/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/lisa-willner.md b/data/jurisdictions/us/states/ky/people/lisa-willner.md
index 5d7f17a226..92a8783415 100644
--- a/data/jurisdictions/us/states/ky/people/lisa-willner.md
+++ b/data/jurisdictions/us/states/ky/people/lisa-willner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 35"
+represents: "us/states/ky/districts/house/35"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 35 (KY State House of Representatives District 35).
 
+Represents [KY State House of Representatives District 35](/us/states/ky/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/marianne-proctor.md b/data/jurisdictions/us/states/ky/people/marianne-proctor.md
index 5e9017e470..94cc967646 100644
--- a/data/jurisdictions/us/states/ky/people/marianne-proctor.md
+++ b/data/jurisdictions/us/states/ky/people/marianne-proctor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 60"
+represents: "us/states/ky/districts/house/60"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 60 (KY State House of Representatives District 60).
 
+Represents [KY State House of Representatives District 60](/us/states/ky/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/mark-hart.md b/data/jurisdictions/us/states/ky/people/mark-hart.md
index 64e2facd4d..a600a92657 100644
--- a/data/jurisdictions/us/states/ky/people/mark-hart.md
+++ b/data/jurisdictions/us/states/ky/people/mark-hart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 78"
+represents: "us/states/ky/districts/house/78"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 78 (KY State House of Representatives District 78).
 
+Represents [KY State House of Representatives District 78](/us/states/ky/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/mary-beth-imes.md b/data/jurisdictions/us/states/ky/people/mary-beth-imes.md
index 8226c9079c..f533b6f223 100644
--- a/data/jurisdictions/us/states/ky/people/mary-beth-imes.md
+++ b/data/jurisdictions/us/states/ky/people/mary-beth-imes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 5"
+represents: "us/states/ky/districts/house/5"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 5 (KY State House of Representatives District 5).
 
+Represents [KY State House of Representatives District 5](/us/states/ky/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/mary-lou-marzian.md b/data/jurisdictions/us/states/ky/people/mary-lou-marzian.md
index 3f2f8be5ee..90665d965f 100644
--- a/data/jurisdictions/us/states/ky/people/mary-lou-marzian.md
+++ b/data/jurisdictions/us/states/ky/people/mary-lou-marzian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 41"
+represents: "us/states/ky/districts/house/41"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 41 (KY State House of Representatives District 41).
 
+Represents [KY State House of Representatives District 41](/us/states/ky/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/matt-deneen.md b/data/jurisdictions/us/states/ky/people/matt-deneen.md
index a751a593d8..28f3c8c42c 100644
--- a/data/jurisdictions/us/states/ky/people/matt-deneen.md
+++ b/data/jurisdictions/us/states/ky/people/matt-deneen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 10"
+represents: "us/states/ky/districts/senate/10"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 10 (KY State Senate District 10).
 
+Represents [KY State Senate District 10](/us/states/ky/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/matt-koch.md b/data/jurisdictions/us/states/ky/people/matt-koch.md
index 55c80740ed..68c91373af 100644
--- a/data/jurisdictions/us/states/ky/people/matt-koch.md
+++ b/data/jurisdictions/us/states/ky/people/matt-koch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 72"
+represents: "us/states/ky/districts/house/72"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 72 (KY State House of Representatives District 72).
 
+Represents [KY State House of Representatives District 72](/us/states/ky/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/matt-lehman.md b/data/jurisdictions/us/states/ky/people/matt-lehman.md
index 730e60ae90..866b7db52b 100644
--- a/data/jurisdictions/us/states/ky/people/matt-lehman.md
+++ b/data/jurisdictions/us/states/ky/people/matt-lehman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 67"
+represents: "us/states/ky/districts/house/67"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 67 (KY State House of Representatives District 67).
 
+Represents [KY State House of Representatives District 67](/us/states/ky/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/matt-lockett.md b/data/jurisdictions/us/states/ky/people/matt-lockett.md
index fa94aea2c1..6cf0349250 100644
--- a/data/jurisdictions/us/states/ky/people/matt-lockett.md
+++ b/data/jurisdictions/us/states/ky/people/matt-lockett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 39"
+represents: "us/states/ky/districts/house/39"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 39 (KY State House of Representatives District 39).
 
+Represents [KY State House of Representatives District 39](/us/states/ky/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/matt-nunn.md b/data/jurisdictions/us/states/ky/people/matt-nunn.md
index aaf269b140..f3346d880a 100644
--- a/data/jurisdictions/us/states/ky/people/matt-nunn.md
+++ b/data/jurisdictions/us/states/ky/people/matt-nunn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 17"
+represents: "us/states/ky/districts/senate/17"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 17 (KY State Senate District 17).
 
+Represents [KY State Senate District 17](/us/states/ky/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/max-wise.md b/data/jurisdictions/us/states/ky/people/max-wise.md
index e3e36a8305..48c4893940 100644
--- a/data/jurisdictions/us/states/ky/people/max-wise.md
+++ b/data/jurisdictions/us/states/ky/people/max-wise.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 16"
+represents: "us/states/ky/districts/senate/16"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 16 (KY State Senate District 16).
 
+Represents [KY State Senate District 16](/us/states/ky/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/michael-meredith.md b/data/jurisdictions/us/states/ky/people/michael-meredith.md
index b7e990d2e2..365b296e0a 100644
--- a/data/jurisdictions/us/states/ky/people/michael-meredith.md
+++ b/data/jurisdictions/us/states/ky/people/michael-meredith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 19"
+represents: "us/states/ky/districts/house/19"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 19 (KY State House of Representatives District 19).
 
+Represents [KY State House of Representatives District 19](/us/states/ky/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/mike-clines.md b/data/jurisdictions/us/states/ky/people/mike-clines.md
index 205f2bc21f..b803b4510a 100644
--- a/data/jurisdictions/us/states/ky/people/mike-clines.md
+++ b/data/jurisdictions/us/states/ky/people/mike-clines.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 68"
+represents: "us/states/ky/districts/house/68"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 68 (KY State House of Representatives District 68).
 
+Represents [KY State House of Representatives District 68](/us/states/ky/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/mike-nemes.md b/data/jurisdictions/us/states/ky/people/mike-nemes.md
index eac67b12d1..6d71b56e41 100644
--- a/data/jurisdictions/us/states/ky/people/mike-nemes.md
+++ b/data/jurisdictions/us/states/ky/people/mike-nemes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 38"
+represents: "us/states/ky/districts/senate/38"
 tenure:
   start: "2020-01-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 38 (KY State Senate District 38).
 
+Represents [KY State Senate District 38](/us/states/ky/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/mike-wilson.md b/data/jurisdictions/us/states/ky/people/mike-wilson.md
index a6a7619028..edd41d3d85 100644
--- a/data/jurisdictions/us/states/ky/people/mike-wilson.md
+++ b/data/jurisdictions/us/states/ky/people/mike-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 32"
+represents: "us/states/ky/districts/senate/32"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 32 (KY State Senate District 32).
 
+Represents [KY State Senate District 32](/us/states/ky/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/mitch-whitaker.md b/data/jurisdictions/us/states/ky/people/mitch-whitaker.md
index 41bf79805b..da7d85ed33 100644
--- a/data/jurisdictions/us/states/ky/people/mitch-whitaker.md
+++ b/data/jurisdictions/us/states/ky/people/mitch-whitaker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 94"
+represents: "us/states/ky/districts/house/94"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 94 (KY State House of Representatives District 94).
 
+Represents [KY State House of Representatives District 94](/us/states/ky/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/myron-dossett.md b/data/jurisdictions/us/states/ky/people/myron-dossett.md
index 3366a729bb..f87d025b11 100644
--- a/data/jurisdictions/us/states/ky/people/myron-dossett.md
+++ b/data/jurisdictions/us/states/ky/people/myron-dossett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 9"
+represents: "us/states/ky/districts/house/9"
 tenure:
   start: "2007-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 9 (KY State House of Representatives District 9).
 
+Represents [KY State House of Representatives District 9](/us/states/ky/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/nancy-tate.md b/data/jurisdictions/us/states/ky/people/nancy-tate.md
index 1d71e56610..35ab79870f 100644
--- a/data/jurisdictions/us/states/ky/people/nancy-tate.md
+++ b/data/jurisdictions/us/states/ky/people/nancy-tate.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 27"
+represents: "us/states/ky/districts/house/27"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 27 (KY State House of Representatives District 27).
 
+Represents [KY State House of Representatives District 27](/us/states/ky/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/nick-wilson.md b/data/jurisdictions/us/states/ky/people/nick-wilson.md
index 9553ec6f5c..2d9c1c629a 100644
--- a/data/jurisdictions/us/states/ky/people/nick-wilson.md
+++ b/data/jurisdictions/us/states/ky/people/nick-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 82"
+represents: "us/states/ky/districts/house/82"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 82 (KY State House of Representatives District 82).
 
+Represents [KY State House of Representatives District 82](/us/states/ky/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/nima-kulkarni.md b/data/jurisdictions/us/states/ky/people/nima-kulkarni.md
index 9b986511d6..e48e7b8126 100644
--- a/data/jurisdictions/us/states/ky/people/nima-kulkarni.md
+++ b/data/jurisdictions/us/states/ky/people/nima-kulkarni.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 40"
+represents: "us/states/ky/districts/house/40"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 40 (KY State House of Representatives District 40).
 
+Represents [KY State House of Representatives District 40](/us/states/ky/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/pamela-stevenson.md b/data/jurisdictions/us/states/ky/people/pamela-stevenson.md
index 3cfda0ed58..c50a7955f7 100644
--- a/data/jurisdictions/us/states/ky/people/pamela-stevenson.md
+++ b/data/jurisdictions/us/states/ky/people/pamela-stevenson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 43"
+represents: "us/states/ky/districts/house/43"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 43 (KY State House of Representatives District 43).
 
+Represents [KY State House of Representatives District 43](/us/states/ky/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/patrick-flannery.md b/data/jurisdictions/us/states/ky/people/patrick-flannery.md
index 0c4743ab7f..75395ba3bc 100644
--- a/data/jurisdictions/us/states/ky/people/patrick-flannery.md
+++ b/data/jurisdictions/us/states/ky/people/patrick-flannery.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 96"
+represents: "us/states/ky/districts/house/96"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 96 (KY State House of Representatives District 96).
 
+Represents [KY State House of Representatives District 96](/us/states/ky/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/peyton-griffee.md b/data/jurisdictions/us/states/ky/people/peyton-griffee.md
index 99f789538f..fb1a5297e4 100644
--- a/data/jurisdictions/us/states/ky/people/peyton-griffee.md
+++ b/data/jurisdictions/us/states/ky/people/peyton-griffee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 26"
+represents: "us/states/ky/districts/house/26"
 tenure:
   start: "2024-03-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 26 (KY State House of Representatives District 26).
 
+Represents [KY State House of Representatives District 26](/us/states/ky/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/phillip-wheeler.md b/data/jurisdictions/us/states/ky/people/phillip-wheeler.md
index b3f6b081b7..914f5f7a1b 100644
--- a/data/jurisdictions/us/states/ky/people/phillip-wheeler.md
+++ b/data/jurisdictions/us/states/ky/people/phillip-wheeler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 31"
+represents: "us/states/ky/districts/senate/31"
 tenure:
   start: "2019-03-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 31 (KY State Senate District 31).
 
+Represents [KY State Senate District 31](/us/states/ky/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/rachel-roarx.md b/data/jurisdictions/us/states/ky/people/rachel-roarx.md
index 49b5dce1d2..a4dbe7d27e 100644
--- a/data/jurisdictions/us/states/ky/people/rachel-roarx.md
+++ b/data/jurisdictions/us/states/ky/people/rachel-roarx.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 38"
+represents: "us/states/ky/districts/house/38"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 38 (KY State House of Representatives District 38).
 
+Represents [KY State House of Representatives District 38](/us/states/ky/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/randy-bridges.md b/data/jurisdictions/us/states/ky/people/randy-bridges.md
index fa6fcbc925..f6b2ccb04b 100644
--- a/data/jurisdictions/us/states/ky/people/randy-bridges.md
+++ b/data/jurisdictions/us/states/ky/people/randy-bridges.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 3"
+represents: "us/states/ky/districts/house/3"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 3 (KY State House of Representatives District 3).
 
+Represents [KY State House of Representatives District 3](/us/states/ky/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/rebecca-raymer.md b/data/jurisdictions/us/states/ky/people/rebecca-raymer.md
index 0d29c8c584..95cefed951 100644
--- a/data/jurisdictions/us/states/ky/people/rebecca-raymer.md
+++ b/data/jurisdictions/us/states/ky/people/rebecca-raymer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 15"
+represents: "us/states/ky/districts/house/15"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 15 (KY State House of Representatives District 15).
 
+Represents [KY State House of Representatives District 15](/us/states/ky/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/reggie-thomas.md b/data/jurisdictions/us/states/ky/people/reggie-thomas.md
index b19247613f..13dd68c258 100644
--- a/data/jurisdictions/us/states/ky/people/reggie-thomas.md
+++ b/data/jurisdictions/us/states/ky/people/reggie-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 13"
+represents: "us/states/ky/districts/senate/13"
 tenure:
   start: "2014-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 13 (KY State Senate District 13).
 
+Represents [KY State Senate District 13](/us/states/ky/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/richard-white.md b/data/jurisdictions/us/states/ky/people/richard-white.md
index ce6d051c2c..90f5d91b9a 100644
--- a/data/jurisdictions/us/states/ky/people/richard-white.md
+++ b/data/jurisdictions/us/states/ky/people/richard-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 99"
+represents: "us/states/ky/districts/house/99"
 tenure:
   start: "2020-03-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 99 (KY State House of Representatives District 99).
 
+Represents [KY State House of Representatives District 99](/us/states/ky/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/rick-girdler.md b/data/jurisdictions/us/states/ky/people/rick-girdler.md
index 36db7a87db..c0a0a4b64b 100644
--- a/data/jurisdictions/us/states/ky/people/rick-girdler.md
+++ b/data/jurisdictions/us/states/ky/people/rick-girdler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 15"
+represents: "us/states/ky/districts/senate/15"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 15 (KY State Senate District 15).
 
+Represents [KY State Senate District 15](/us/states/ky/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/robby-mills.md b/data/jurisdictions/us/states/ky/people/robby-mills.md
index d58e7e9981..517f34fe79 100644
--- a/data/jurisdictions/us/states/ky/people/robby-mills.md
+++ b/data/jurisdictions/us/states/ky/people/robby-mills.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 4"
+represents: "us/states/ky/districts/senate/4"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 4 (KY State Senate District 4).
 
+Represents [KY State Senate District 4](/us/states/ky/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/robert-duvall.md b/data/jurisdictions/us/states/ky/people/robert-duvall.md
index f8903d3eb8..d6a6c50bf6 100644
--- a/data/jurisdictions/us/states/ky/people/robert-duvall.md
+++ b/data/jurisdictions/us/states/ky/people/robert-duvall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 17"
+represents: "us/states/ky/districts/house/17"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 17 (KY State House of Representatives District 17).
 
+Represents [KY State House of Representatives District 17](/us/states/ky/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/robert-stivers.md b/data/jurisdictions/us/states/ky/people/robert-stivers.md
index a90dfd6a55..faa67e31f6 100644
--- a/data/jurisdictions/us/states/ky/people/robert-stivers.md
+++ b/data/jurisdictions/us/states/ky/people/robert-stivers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 25"
+represents: "us/states/ky/districts/senate/25"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 25 (KY State Senate District 25).
 
+Represents [KY State Senate District 25](/us/states/ky/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/robin-webb.md b/data/jurisdictions/us/states/ky/people/robin-webb.md
index aaeb999196..79b4454218 100644
--- a/data/jurisdictions/us/states/ky/people/robin-webb.md
+++ b/data/jurisdictions/us/states/ky/people/robin-webb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 18"
+represents: "us/states/ky/districts/senate/18"
 tenure:
   start: "2025-05-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 18 (KY State Senate District 18).
 
+Represents [KY State Senate District 18](/us/states/ky/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/ryan-bivens.md b/data/jurisdictions/us/states/ky/people/ryan-bivens.md
index 1950584dbc..76a6585376 100644
--- a/data/jurisdictions/us/states/ky/people/ryan-bivens.md
+++ b/data/jurisdictions/us/states/ky/people/ryan-bivens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 24"
+represents: "us/states/ky/districts/house/24"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 24 (KY State House of Representatives District 24).
 
+Represents [KY State House of Representatives District 24](/us/states/ky/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/ryan-dotson.md b/data/jurisdictions/us/states/ky/people/ryan-dotson.md
index b8336e292a..ab2e39871d 100644
--- a/data/jurisdictions/us/states/ky/people/ryan-dotson.md
+++ b/data/jurisdictions/us/states/ky/people/ryan-dotson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 73"
+represents: "us/states/ky/districts/house/73"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 73 (KY State House of Representatives District 73).
 
+Represents [KY State House of Representatives District 73](/us/states/ky/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/samara-heavrin.md b/data/jurisdictions/us/states/ky/people/samara-heavrin.md
index fe698e7d28..02aee92f64 100644
--- a/data/jurisdictions/us/states/ky/people/samara-heavrin.md
+++ b/data/jurisdictions/us/states/ky/people/samara-heavrin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 18"
+represents: "us/states/ky/districts/house/18"
 tenure:
   start: "2019-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 18 (KY State House of Representatives District 18).
 
+Represents [KY State House of Representatives District 18](/us/states/ky/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/sarah-stalker.md b/data/jurisdictions/us/states/ky/people/sarah-stalker.md
index 27b40c34b4..5eba855bf0 100644
--- a/data/jurisdictions/us/states/ky/people/sarah-stalker.md
+++ b/data/jurisdictions/us/states/ky/people/sarah-stalker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 34"
+represents: "us/states/ky/districts/house/34"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 34 (KY State House of Representatives District 34).
 
+Represents [KY State House of Representatives District 34](/us/states/ky/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/sarge-pollock.md b/data/jurisdictions/us/states/ky/people/sarge-pollock.md
index 646c5afaff..380c2ad5d1 100644
--- a/data/jurisdictions/us/states/ky/people/sarge-pollock.md
+++ b/data/jurisdictions/us/states/ky/people/sarge-pollock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 51"
+represents: "us/states/ky/districts/house/51"
 tenure:
   start: "2021-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 51 (KY State House of Representatives District 51).
 
+Represents [KY State House of Representatives District 51](/us/states/ky/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/savannah-maddox.md b/data/jurisdictions/us/states/ky/people/savannah-maddox.md
index 0f0367863d..4915c15c73 100644
--- a/data/jurisdictions/us/states/ky/people/savannah-maddox.md
+++ b/data/jurisdictions/us/states/ky/people/savannah-maddox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 61"
+represents: "us/states/ky/districts/house/61"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 61 (KY State House of Representatives District 61).
 
+Represents [KY State House of Representatives District 61](/us/states/ky/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/scott-lewis.md b/data/jurisdictions/us/states/ky/people/scott-lewis.md
index f94ea81c15..26ed22d2a8 100644
--- a/data/jurisdictions/us/states/ky/people/scott-lewis.md
+++ b/data/jurisdictions/us/states/ky/people/scott-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 14"
+represents: "us/states/ky/districts/house/14"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 14 (KY State House of Representatives District 14).
 
+Represents [KY State House of Representatives District 14](/us/states/ky/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/scott-madon.md b/data/jurisdictions/us/states/ky/people/scott-madon.md
index 5540fae259..6ce712c7db 100644
--- a/data/jurisdictions/us/states/ky/people/scott-madon.md
+++ b/data/jurisdictions/us/states/ky/people/scott-madon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 29"
+represents: "us/states/ky/districts/senate/29"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 29 (KY State Senate District 29).
 
+Represents [KY State Senate District 29](/us/states/ky/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/scott-sharp.md b/data/jurisdictions/us/states/ky/people/scott-sharp.md
index 5b29b97d82..8b697a01ff 100644
--- a/data/jurisdictions/us/states/ky/people/scott-sharp.md
+++ b/data/jurisdictions/us/states/ky/people/scott-sharp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 100"
+represents: "us/states/ky/districts/house/100"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 100 (KY State House of Representatives District 100).
 
+Represents [KY State House of Representatives District 100](/us/states/ky/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/shane-baker.md b/data/jurisdictions/us/states/ky/people/shane-baker.md
index 7dff812d99..a4f3ca0b02 100644
--- a/data/jurisdictions/us/states/ky/people/shane-baker.md
+++ b/data/jurisdictions/us/states/ky/people/shane-baker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 85"
+represents: "us/states/ky/districts/house/85"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 85 (KY State House of Representatives District 85).
 
+Represents [KY State House of Representatives District 85](/us/states/ky/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/shawn-mcpherson.md b/data/jurisdictions/us/states/ky/people/shawn-mcpherson.md
index f16fae9633..2bf2ae2021 100644
--- a/data/jurisdictions/us/states/ky/people/shawn-mcpherson.md
+++ b/data/jurisdictions/us/states/ky/people/shawn-mcpherson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 22"
+represents: "us/states/ky/districts/house/22"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 22 (KY State House of Representatives District 22).
 
+Represents [KY State House of Representatives District 22](/us/states/ky/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/shelley-frommeyer.md b/data/jurisdictions/us/states/ky/people/shelley-frommeyer.md
index a9a94b06cf..675c562794 100644
--- a/data/jurisdictions/us/states/ky/people/shelley-frommeyer.md
+++ b/data/jurisdictions/us/states/ky/people/shelley-frommeyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 24"
+represents: "us/states/ky/districts/senate/24"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 24 (KY State Senate District 24).
 
+Represents [KY State Senate District 24](/us/states/ky/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/stephanie-dietz.md b/data/jurisdictions/us/states/ky/people/stephanie-dietz.md
index 9fc925377e..50365e5d57 100644
--- a/data/jurisdictions/us/states/ky/people/stephanie-dietz.md
+++ b/data/jurisdictions/us/states/ky/people/stephanie-dietz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 65"
+represents: "us/states/ky/districts/house/65"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 65 (KY State House of Representatives District 65).
 
+Represents [KY State House of Representatives District 65](/us/states/ky/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/steve-bratcher.md b/data/jurisdictions/us/states/ky/people/steve-bratcher.md
index c28f6cd038..5a86a42dbc 100644
--- a/data/jurisdictions/us/states/ky/people/steve-bratcher.md
+++ b/data/jurisdictions/us/states/ky/people/steve-bratcher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 25"
+represents: "us/states/ky/districts/house/25"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 25 (KY State House of Representatives District 25).
 
+Represents [KY State House of Representatives District 25](/us/states/ky/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/steve-meredith.md b/data/jurisdictions/us/states/ky/people/steve-meredith.md
index 790ed86aa7..84cec3c1d1 100644
--- a/data/jurisdictions/us/states/ky/people/steve-meredith.md
+++ b/data/jurisdictions/us/states/ky/people/steve-meredith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 5"
+represents: "us/states/ky/districts/senate/5"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 5 (KY State Senate District 5).
 
+Represents [KY State Senate District 5](/us/states/ky/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/steve-rawlings.md b/data/jurisdictions/us/states/ky/people/steve-rawlings.md
index 41fdcdad5a..0677b8d401 100644
--- a/data/jurisdictions/us/states/ky/people/steve-rawlings.md
+++ b/data/jurisdictions/us/states/ky/people/steve-rawlings.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 11"
+represents: "us/states/ky/districts/senate/11"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 11 (KY State Senate District 11).
 
+Represents [KY State Senate District 11](/us/states/ky/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/steve-riley.md b/data/jurisdictions/us/states/ky/people/steve-riley.md
index 8539073dfd..7a5180ef71 100644
--- a/data/jurisdictions/us/states/ky/people/steve-riley.md
+++ b/data/jurisdictions/us/states/ky/people/steve-riley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 23"
+represents: "us/states/ky/districts/house/23"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 23 (KY State House of Representatives District 23).
 
+Represents [KY State House of Representatives District 23](/us/states/ky/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/steve-west.md b/data/jurisdictions/us/states/ky/people/steve-west.md
index 3bc76b3a3f..483e807c56 100644
--- a/data/jurisdictions/us/states/ky/people/steve-west.md
+++ b/data/jurisdictions/us/states/ky/people/steve-west.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State Senate District 27"
+represents: "us/states/ky/districts/senate/27"
 tenure:
   start: "2015-03-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY Senate District 27 (KY State Senate District 27).
 
+Represents [KY State Senate District 27](/us/states/ky/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/steven-doan.md b/data/jurisdictions/us/states/ky/people/steven-doan.md
index bc6971e6ab..ebecbf7eaf 100644
--- a/data/jurisdictions/us/states/ky/people/steven-doan.md
+++ b/data/jurisdictions/us/states/ky/people/steven-doan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 69"
+represents: "us/states/ky/districts/house/69"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 69 (KY State House of Representatives District 69).
 
+Represents [KY State House of Representatives District 69](/us/states/ky/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/steven-rudy.md b/data/jurisdictions/us/states/ky/people/steven-rudy.md
index 5e9cc55a89..2ec4e97d62 100644
--- a/data/jurisdictions/us/states/ky/people/steven-rudy.md
+++ b/data/jurisdictions/us/states/ky/people/steven-rudy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 1"
+represents: "us/states/ky/districts/house/1"
 tenure:
   start: "2005-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 1 (KY State House of Representatives District 1).
 
+Represents [KY State House of Representatives District 1](/us/states/ky/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/susan-witten.md b/data/jurisdictions/us/states/ky/people/susan-witten.md
index 29720b2900..8e099b5245 100644
--- a/data/jurisdictions/us/states/ky/people/susan-witten.md
+++ b/data/jurisdictions/us/states/ky/people/susan-witten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 31"
+represents: "us/states/ky/districts/house/31"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 31 (KY State House of Representatives District 31).
 
+Represents [KY State House of Representatives District 31](/us/states/ky/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/suzanne-miles.md b/data/jurisdictions/us/states/ky/people/suzanne-miles.md
index 03522f50c1..02630c1ad5 100644
--- a/data/jurisdictions/us/states/ky/people/suzanne-miles.md
+++ b/data/jurisdictions/us/states/ky/people/suzanne-miles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 7"
+represents: "us/states/ky/districts/house/7"
 tenure:
   start: "2014-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 7 (KY State House of Representatives District 7).
 
+Represents [KY State House of Representatives District 7](/us/states/ky/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/t-j-roberts.md b/data/jurisdictions/us/states/ky/people/t-j-roberts.md
index ee4121b7ab..16ff27adfa 100644
--- a/data/jurisdictions/us/states/ky/people/t-j-roberts.md
+++ b/data/jurisdictions/us/states/ky/people/t-j-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 66"
+represents: "us/states/ky/districts/house/66"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 66 (KY State House of Representatives District 66).
 
+Represents [KY State House of Representatives District 66](/us/states/ky/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/thomas-huff.md b/data/jurisdictions/us/states/ky/people/thomas-huff.md
index b6dca7c791..5154eb6ce4 100644
--- a/data/jurisdictions/us/states/ky/people/thomas-huff.md
+++ b/data/jurisdictions/us/states/ky/people/thomas-huff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 49"
+represents: "us/states/ky/districts/house/49"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 49 (KY State House of Representatives District 49).
 
+Represents [KY State House of Representatives District 49](/us/states/ky/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/timmy-truett.md b/data/jurisdictions/us/states/ky/people/timmy-truett.md
index 9566913112..d1820fff1d 100644
--- a/data/jurisdictions/us/states/ky/people/timmy-truett.md
+++ b/data/jurisdictions/us/states/ky/people/timmy-truett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 89"
+represents: "us/states/ky/districts/house/89"
 tenure:
   start: "2021-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 89 (KY State House of Representatives District 89).
 
+Represents [KY State House of Representatives District 89](/us/states/ky/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/tina-bojanowski.md b/data/jurisdictions/us/states/ky/people/tina-bojanowski.md
index 0845e2cdb7..f036fe67fa 100644
--- a/data/jurisdictions/us/states/ky/people/tina-bojanowski.md
+++ b/data/jurisdictions/us/states/ky/people/tina-bojanowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 32"
+represents: "us/states/ky/districts/house/32"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 32 (KY State House of Representatives District 32).
 
+Represents [KY State House of Representatives District 32](/us/states/ky/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/tom-smith.md b/data/jurisdictions/us/states/ky/people/tom-smith.md
index 31c15b66ff..e7a5d017f9 100644
--- a/data/jurisdictions/us/states/ky/people/tom-smith.md
+++ b/data/jurisdictions/us/states/ky/people/tom-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 86"
+represents: "us/states/ky/districts/house/86"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 86 (KY State House of Representatives District 86).
 
+Represents [KY State House of Representatives District 86](/us/states/ky/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/tony-hampton.md b/data/jurisdictions/us/states/ky/people/tony-hampton.md
index 0b61e0d24f..94fc495b17 100644
--- a/data/jurisdictions/us/states/ky/people/tony-hampton.md
+++ b/data/jurisdictions/us/states/ky/people/tony-hampton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 62"
+represents: "us/states/ky/districts/house/62"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 62 (KY State House of Representatives District 62).
 
+Represents [KY State House of Representatives District 62](/us/states/ky/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/vanessa-grossl.md b/data/jurisdictions/us/states/ky/people/vanessa-grossl.md
index 11f3ff3066..4702d6734f 100644
--- a/data/jurisdictions/us/states/ky/people/vanessa-grossl.md
+++ b/data/jurisdictions/us/states/ky/people/vanessa-grossl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 88"
+represents: "us/states/ky/districts/house/88"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 88 (KY State House of Representatives District 88).
 
+Represents [KY State House of Representatives District 88](/us/states/ky/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/wade-williams.md b/data/jurisdictions/us/states/ky/people/wade-williams.md
index b5a14a401f..620ab9b660 100644
--- a/data/jurisdictions/us/states/ky/people/wade-williams.md
+++ b/data/jurisdictions/us/states/ky/people/wade-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 4"
+represents: "us/states/ky/districts/house/4"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 4 (KY State House of Representatives District 4).
 
+Represents [KY State House of Representatives District 4](/us/states/ky/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/walker-thomas.md b/data/jurisdictions/us/states/ky/people/walker-thomas.md
index 9a46608a16..9762c14c5e 100644
--- a/data/jurisdictions/us/states/ky/people/walker-thomas.md
+++ b/data/jurisdictions/us/states/ky/people/walker-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 8"
+represents: "us/states/ky/districts/house/8"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 8 (KY State House of Representatives District 8).
 
+Represents [KY State House of Representatives District 8](/us/states/ky/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ky/people/william-lawrence.md b/data/jurisdictions/us/states/ky/people/william-lawrence.md
index 7bdb6d4df5..8f3ad3a9bc 100644
--- a/data/jurisdictions/us/states/ky/people/william-lawrence.md
+++ b/data/jurisdictions/us/states/ky/people/william-lawrence.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "KY"
 district: "KY State House of Representatives District 70"
+represents: "us/states/ky/districts/house/70"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current KY House District 70 (KY State House of Representatives District 70).
 
+Represents [KY State House of Representatives District 70](/us/states/ky/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/counties/acadia-parish/index.md b/data/jurisdictions/us/states/la/counties/acadia-parish/index.md
index 0d1c7e0093..7272e58aaa 100644
--- a/data/jurisdictions/us/states/la/counties/acadia-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/acadia-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 31
   hispanic: 1904
   bachelors_plus: 6873
+districts:
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/la/districts/senate/26"
+    rel: in-district
+    area_weight: 0.8052
+  - to: "us/states/la/districts/senate/25"
+    rel: in-district
+    area_weight: 0.1948
+  - to: "us/states/la/districts/house/42"
+    rel: in-district
+    area_weight: 0.517
+  - to: "us/states/la/districts/house/41"
+    rel: in-district
+    area_weight: 0.4825
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1904 |
 | Bachelor's or higher | 6873 |
 
+## Districts
+
+- [LA-03](/us/states/la/districts/03.md) — 100% (congressional)
+- [LA Senate District 26](/us/states/la/districts/senate/26.md) — 81% (state senate)
+- [LA Senate District 25](/us/states/la/districts/senate/25.md) — 19% (state senate)
+- [LA House District 42](/us/states/la/districts/house/42.md) — 52% (state house)
+- [LA House District 41](/us/states/la/districts/house/41.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/allen-parish/index.md b/data/jurisdictions/us/states/la/counties/allen-parish/index.md
index a8a3a964ef..07a0e95756 100644
--- a/data/jurisdictions/us/states/la/counties/allen-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/allen-parish/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 255
   hispanic: 1353
   bachelors_plus: 2517
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/la/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/la/districts/house/32"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1353 |
 | Bachelor's or higher | 2517 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 28](/us/states/la/districts/senate/28.md) — 100% (state senate)
+- [LA House District 32](/us/states/la/districts/house/32.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/ascension-parish/index.md b/data/jurisdictions/us/states/la/counties/ascension-parish/index.md
index 5a9748e6f2..5d9942e6e8 100644
--- a/data/jurisdictions/us/states/la/counties/ascension-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/ascension-parish/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 361
   hispanic: 10961
   bachelors_plus: 33395
+districts:
+  - to: "us/states/la/districts/02"
+    rel: in-district
+    area_weight: 0.5545
+  - to: "us/states/la/districts/01"
+    rel: in-district
+    area_weight: 0.3538
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.0916
+  - to: "us/states/la/districts/senate/18"
+    rel: in-district
+    area_weight: 0.6682
+  - to: "us/states/la/districts/senate/2"
+    rel: in-district
+    area_weight: 0.3316
+  - to: "us/states/la/districts/house/81"
+    rel: in-district
+    area_weight: 0.3685
+  - to: "us/states/la/districts/house/58"
+    rel: in-district
+    area_weight: 0.3471
+  - to: "us/states/la/districts/house/88"
+    rel: in-district
+    area_weight: 0.1474
+  - to: "us/states/la/districts/house/59"
+    rel: in-district
+    area_weight: 0.1367
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 10961 |
 | Bachelor's or higher | 33395 |
 
+## Districts
+
+- [LA-02](/us/states/la/districts/02.md) — 55% (congressional)
+- [LA-01](/us/states/la/districts/01.md) — 35% (congressional)
+- [LA-05](/us/states/la/districts/05.md) — 9% (congressional)
+- [LA Senate District 18](/us/states/la/districts/senate/18.md) — 67% (state senate)
+- [LA Senate District 2](/us/states/la/districts/senate/2.md) — 33% (state senate)
+- [LA House District 81](/us/states/la/districts/house/81.md) — 37% (state house)
+- [LA House District 58](/us/states/la/districts/house/58.md) — 35% (state house)
+- [LA House District 88](/us/states/la/districts/house/88.md) — 15% (state house)
+- [LA House District 59](/us/states/la/districts/house/59.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/assumption-parish/index.md b/data/jurisdictions/us/states/la/counties/assumption-parish/index.md
index 47aa51f64a..d4f23d1f41 100644
--- a/data/jurisdictions/us/states/la/counties/assumption-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/assumption-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 143
   hispanic: 872
   bachelors_plus: 2669
+districts:
+  - to: "us/states/la/districts/02"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/la/districts/senate/2"
+    rel: in-district
+    area_weight: 0.5089
+  - to: "us/states/la/districts/senate/21"
+    rel: in-district
+    area_weight: 0.4911
+  - to: "us/states/la/districts/house/60"
+    rel: in-district
+    area_weight: 0.7754
+  - to: "us/states/la/districts/house/51"
+    rel: in-district
+    area_weight: 0.2245
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 872 |
 | Bachelor's or higher | 2669 |
 
+## Districts
+
+- [LA-02](/us/states/la/districts/02.md) — 100% (congressional)
+- [LA Senate District 2](/us/states/la/districts/senate/2.md) — 51% (state senate)
+- [LA Senate District 21](/us/states/la/districts/senate/21.md) — 49% (state senate)
+- [LA House District 60](/us/states/la/districts/house/60.md) — 78% (state house)
+- [LA House District 51](/us/states/la/districts/house/51.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/avoyelles-parish/index.md b/data/jurisdictions/us/states/la/counties/avoyelles-parish/index.md
index c46199a602..d4b79054c4 100644
--- a/data/jurisdictions/us/states/la/counties/avoyelles-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/avoyelles-parish/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 226
   hispanic: 1562
   bachelors_plus: 4031
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.5884
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.4116
+  - to: "us/states/la/districts/senate/28"
+    rel: in-district
+    area_weight: 0.6752
+  - to: "us/states/la/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2996
+  - to: "us/states/la/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0252
+  - to: "us/states/la/districts/house/28"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1562 |
 | Bachelor's or higher | 4031 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 59% (congressional)
+- [LA-06](/us/states/la/districts/06.md) — 41% (congressional)
+- [LA Senate District 28](/us/states/la/districts/senate/28.md) — 68% (state senate)
+- [LA Senate District 32](/us/states/la/districts/senate/32.md) — 30% (state senate)
+- [LA Senate District 29](/us/states/la/districts/senate/29.md) — 3% (state senate)
+- [LA House District 28](/us/states/la/districts/house/28.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/beauregard-parish/index.md b/data/jurisdictions/us/states/la/counties/beauregard-parish/index.md
index e6a36be2bf..6dda4de22e 100644
--- a/data/jurisdictions/us/states/la/counties/beauregard-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/beauregard-parish/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 60
   hispanic: 1438
   bachelors_plus: 5524
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/la/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/la/districts/house/24"
+    rel: in-district
+    area_weight: 0.441
+  - to: "us/states/la/districts/house/32"
+    rel: in-district
+    area_weight: 0.3251
+  - to: "us/states/la/districts/house/30"
+    rel: in-district
+    area_weight: 0.1341
+  - to: "us/states/la/districts/house/35"
+    rel: in-district
+    area_weight: 0.0996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1438 |
 | Bachelor's or higher | 5524 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 30](/us/states/la/districts/senate/30.md) — 100% (state senate)
+- [LA House District 24](/us/states/la/districts/house/24.md) — 44% (state house)
+- [LA House District 32](/us/states/la/districts/house/32.md) — 33% (state house)
+- [LA House District 30](/us/states/la/districts/house/30.md) — 13% (state house)
+- [LA House District 35](/us/states/la/districts/house/35.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/bienville-parish/index.md b/data/jurisdictions/us/states/la/counties/bienville-parish/index.md
index 90e5c86bc4..db189739d0 100644
--- a/data/jurisdictions/us/states/la/counties/bienville-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/bienville-parish/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 30
   hispanic: 288
   bachelors_plus: 1417
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/la/districts/senate/31"
+    rel: in-district
+    area_weight: 0.6623
+  - to: "us/states/la/districts/senate/29"
+    rel: in-district
+    area_weight: 0.3109
+  - to: "us/states/la/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0265
+  - to: "us/states/la/districts/house/13"
+    rel: in-district
+    area_weight: 0.8354
+  - to: "us/states/la/districts/house/11"
+    rel: in-district
+    area_weight: 0.1645
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 288 |
 | Bachelor's or higher | 1417 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 31](/us/states/la/districts/senate/31.md) — 66% (state senate)
+- [LA Senate District 29](/us/states/la/districts/senate/29.md) — 31% (state senate)
+- [LA Senate District 33](/us/states/la/districts/senate/33.md) — 3% (state senate)
+- [LA House District 13](/us/states/la/districts/house/13.md) — 84% (state house)
+- [LA House District 11](/us/states/la/districts/house/11.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/bossier-parish/index.md b/data/jurisdictions/us/states/la/counties/bossier-parish/index.md
index 1f523e79ff..c523a0ef8a 100644
--- a/data/jurisdictions/us/states/la/counties/bossier-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/bossier-parish/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 517
   hispanic: 10784
   bachelors_plus: 34435
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/la/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9606
+  - to: "us/states/la/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0355
+  - to: "us/states/la/districts/house/10"
+    rel: in-district
+    area_weight: 0.5032
+  - to: "us/states/la/districts/house/9"
+    rel: in-district
+    area_weight: 0.2324
+  - to: "us/states/la/districts/house/5"
+    rel: in-district
+    area_weight: 0.171
+  - to: "us/states/la/districts/house/8"
+    rel: in-district
+    area_weight: 0.0846
+  - to: "us/states/la/districts/house/2"
+    rel: in-district
+    area_weight: 0.0084
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10784 |
 | Bachelor's or higher | 34435 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 36](/us/states/la/districts/senate/36.md) — 96% (state senate)
+- [LA Senate District 31](/us/states/la/districts/senate/31.md) — 4% (state senate)
+- [LA House District 10](/us/states/la/districts/house/10.md) — 50% (state house)
+- [LA House District 9](/us/states/la/districts/house/9.md) — 23% (state house)
+- [LA House District 5](/us/states/la/districts/house/5.md) — 17% (state house)
+- [LA House District 8](/us/states/la/districts/house/8.md) — 8% (state house)
+- [LA House District 2](/us/states/la/districts/house/2.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/caddo-parish/index.md b/data/jurisdictions/us/states/la/counties/caddo-parish/index.md
index 3ca005a0a1..3fbe301c7d 100644
--- a/data/jurisdictions/us/states/la/counties/caddo-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/caddo-parish/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 624
   hispanic: 8793
   bachelors_plus: 58095
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.8736
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.126
+  - to: "us/states/la/districts/senate/39"
+    rel: in-district
+    area_weight: 0.5524
+  - to: "us/states/la/districts/senate/38"
+    rel: in-district
+    area_weight: 0.3621
+  - to: "us/states/la/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0848
+  - to: "us/states/la/districts/house/1"
+    rel: in-district
+    area_weight: 0.7287
+  - to: "us/states/la/districts/house/5"
+    rel: in-district
+    area_weight: 0.0936
+  - to: "us/states/la/districts/house/4"
+    rel: in-district
+    area_weight: 0.0836
+  - to: "us/states/la/districts/house/7"
+    rel: in-district
+    area_weight: 0.0283
+  - to: "us/states/la/districts/house/3"
+    rel: in-district
+    area_weight: 0.023
+  - to: "us/states/la/districts/house/6"
+    rel: in-district
+    area_weight: 0.0229
+  - to: "us/states/la/districts/house/2"
+    rel: in-district
+    area_weight: 0.0192
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8793 |
 | Bachelor's or higher | 58095 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 87% (congressional)
+- [LA-06](/us/states/la/districts/06.md) — 13% (congressional)
+- [LA Senate District 39](/us/states/la/districts/senate/39.md) — 55% (state senate)
+- [LA Senate District 38](/us/states/la/districts/senate/38.md) — 36% (state senate)
+- [LA Senate District 31](/us/states/la/districts/senate/31.md) — 8% (state senate)
+- [LA House District 1](/us/states/la/districts/house/1.md) — 73% (state house)
+- [LA House District 5](/us/states/la/districts/house/5.md) — 9% (state house)
+- [LA House District 4](/us/states/la/districts/house/4.md) — 8% (state house)
+- [LA House District 7](/us/states/la/districts/house/7.md) — 3% (state house)
+- [LA House District 3](/us/states/la/districts/house/3.md) — 2% (state house)
+- [LA House District 6](/us/states/la/districts/house/6.md) — 2% (state house)
+- [LA House District 2](/us/states/la/districts/house/2.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/calcasieu-parish/index.md b/data/jurisdictions/us/states/la/counties/calcasieu-parish/index.md
index 3b45bf7e8f..76826c7370 100644
--- a/data/jurisdictions/us/states/la/counties/calcasieu-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/calcasieu-parish/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 609
   hispanic: 11101
   bachelors_plus: 46290
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.7202
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.2782
+  - to: "us/states/la/districts/senate/30"
+    rel: in-district
+    area_weight: 0.4445
+  - to: "us/states/la/districts/senate/27"
+    rel: in-district
+    area_weight: 0.2798
+  - to: "us/states/la/districts/senate/25"
+    rel: in-district
+    area_weight: 0.275
+  - to: "us/states/la/districts/house/32"
+    rel: in-district
+    area_weight: 0.3291
+  - to: "us/states/la/districts/house/33"
+    rel: in-district
+    area_weight: 0.2626
+  - to: "us/states/la/districts/house/37"
+    rel: in-district
+    area_weight: 0.1298
+  - to: "us/states/la/districts/house/47"
+    rel: in-district
+    area_weight: 0.1174
+  - to: "us/states/la/districts/house/35"
+    rel: in-district
+    area_weight: 0.1007
+  - to: "us/states/la/districts/house/34"
+    rel: in-district
+    area_weight: 0.0325
+  - to: "us/states/la/districts/house/36"
+    rel: in-district
+    area_weight: 0.0271
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11101 |
 | Bachelor's or higher | 46290 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 72% (congressional)
+- [LA-03](/us/states/la/districts/03.md) — 28% (congressional)
+- [LA Senate District 30](/us/states/la/districts/senate/30.md) — 44% (state senate)
+- [LA Senate District 27](/us/states/la/districts/senate/27.md) — 28% (state senate)
+- [LA Senate District 25](/us/states/la/districts/senate/25.md) — 28% (state senate)
+- [LA House District 32](/us/states/la/districts/house/32.md) — 33% (state house)
+- [LA House District 33](/us/states/la/districts/house/33.md) — 26% (state house)
+- [LA House District 37](/us/states/la/districts/house/37.md) — 13% (state house)
+- [LA House District 47](/us/states/la/districts/house/47.md) — 12% (state house)
+- [LA House District 35](/us/states/la/districts/house/35.md) — 10% (state house)
+- [LA House District 34](/us/states/la/districts/house/34.md) — 3% (state house)
+- [LA House District 36](/us/states/la/districts/house/36.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/caldwell-parish/index.md b/data/jurisdictions/us/states/la/counties/caldwell-parish/index.md
index 6d0139c8fa..eceb886e23 100644
--- a/data/jurisdictions/us/states/la/counties/caldwell-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/caldwell-parish/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 111
   bachelors_plus: 995
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/la/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/la/districts/house/20"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 111 |
 | Bachelor's or higher | 995 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 32](/us/states/la/districts/senate/32.md) — 100% (state senate)
+- [LA House District 20](/us/states/la/districts/house/20.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/cameron-parish/index.md b/data/jurisdictions/us/states/la/counties/cameron-parish/index.md
index 4589f67cbc..95f97d5335 100644
--- a/data/jurisdictions/us/states/la/counties/cameron-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/cameron-parish/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 79
   hispanic: 26
   bachelors_plus: 789
+districts:
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.847
+  - to: "us/states/la/districts/senate/25"
+    rel: in-district
+    area_weight: 0.8467
+  - to: "us/states/la/districts/house/47"
+    rel: in-district
+    area_weight: 0.8467
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 26 |
 | Bachelor's or higher | 789 |
 
+## Districts
+
+- [LA-03](/us/states/la/districts/03.md) — 85% (congressional)
+- [LA Senate District 25](/us/states/la/districts/senate/25.md) — 85% (state senate)
+- [LA House District 47](/us/states/la/districts/house/47.md) — 85% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/catahoula-parish/index.md b/data/jurisdictions/us/states/la/counties/catahoula-parish/index.md
index 6627f89063..899598827a 100644
--- a/data/jurisdictions/us/states/la/counties/catahoula-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/catahoula-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 13
   hispanic: 50
   bachelors_plus: 1360
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/la/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/la/districts/house/20"
+    rel: in-district
+    area_weight: 0.8703
+  - to: "us/states/la/districts/house/21"
+    rel: in-district
+    area_weight: 0.1296
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 50 |
 | Bachelor's or higher | 1360 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 32](/us/states/la/districts/senate/32.md) — 100% (state senate)
+- [LA House District 20](/us/states/la/districts/house/20.md) — 87% (state house)
+- [LA House District 21](/us/states/la/districts/house/21.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/claiborne-parish/index.md b/data/jurisdictions/us/states/la/counties/claiborne-parish/index.md
index 5f2cc068d8..f4df7f62dd 100644
--- a/data/jurisdictions/us/states/la/counties/claiborne-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/claiborne-parish/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 85
   bachelors_plus: 1490
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/la/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/la/districts/house/11"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 85 |
 | Bachelor's or higher | 1490 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 33](/us/states/la/districts/senate/33.md) — 100% (state senate)
+- [LA House District 11](/us/states/la/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/concordia-parish/index.md b/data/jurisdictions/us/states/la/counties/concordia-parish/index.md
index 033222e5b7..0ee6671544 100644
--- a/data/jurisdictions/us/states/la/counties/concordia-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/concordia-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 60
   hispanic: 516
   bachelors_plus: 2842
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/la/districts/senate/32"
+    rel: in-district
+    area_weight: 0.778
+  - to: "us/states/la/districts/senate/34"
+    rel: in-district
+    area_weight: 0.2214
+  - to: "us/states/la/districts/house/21"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 516 |
 | Bachelor's or higher | 2842 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 32](/us/states/la/districts/senate/32.md) — 78% (state senate)
+- [LA Senate District 34](/us/states/la/districts/senate/34.md) — 22% (state senate)
+- [LA House District 21](/us/states/la/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/de-soto-parish/index.md b/data/jurisdictions/us/states/la/counties/de-soto-parish/index.md
index 41d80b375e..a174ddeb4c 100644
--- a/data/jurisdictions/us/states/la/counties/de-soto-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/de-soto-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 125
   hispanic: 863
   bachelors_plus: 3836
+districts:
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.5959
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.4036
+  - to: "us/states/la/districts/senate/38"
+    rel: in-district
+    area_weight: 0.5284
+  - to: "us/states/la/districts/senate/31"
+    rel: in-district
+    area_weight: 0.4711
+  - to: "us/states/la/districts/house/7"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 863 |
 | Bachelor's or higher | 3836 |
 
+## Districts
+
+- [LA-06](/us/states/la/districts/06.md) — 60% (congressional)
+- [LA-04](/us/states/la/districts/04.md) — 40% (congressional)
+- [LA Senate District 38](/us/states/la/districts/senate/38.md) — 53% (state senate)
+- [LA Senate District 31](/us/states/la/districts/senate/31.md) — 47% (state senate)
+- [LA House District 7](/us/states/la/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/east-baton-rouge-parish/index.md b/data/jurisdictions/us/states/la/counties/east-baton-rouge-parish/index.md
index 6840a09f68..3226a7e40d 100644
--- a/data/jurisdictions/us/states/la/counties/east-baton-rouge-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/east-baton-rouge-parish/index.md
@@ -22,9 +22,69 @@ demographics:
   race_native: 795
   hispanic: 31085
   bachelors_plus: 154362
+districts:
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.5538
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.4455
+  - to: "us/states/la/districts/senate/6"
+    rel: in-district
+    area_weight: 0.4204
+  - to: "us/states/la/districts/senate/15"
+    rel: in-district
+    area_weight: 0.2772
+  - to: "us/states/la/districts/senate/14"
+    rel: in-district
+    area_weight: 0.145
+  - to: "us/states/la/districts/senate/16"
+    rel: in-district
+    area_weight: 0.1092
+  - to: "us/states/la/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0478
+  - to: "us/states/la/districts/house/63"
+    rel: in-district
+    area_weight: 0.2212
+  - to: "us/states/la/districts/house/64"
+    rel: in-district
+    area_weight: 0.1642
+  - to: "us/states/la/districts/house/65"
+    rel: in-district
+    area_weight: 0.153
+  - to: "us/states/la/districts/house/62"
+    rel: in-district
+    area_weight: 0.1001
+  - to: "us/states/la/districts/house/66"
+    rel: in-district
+    area_weight: 0.0887
+  - to: "us/states/la/districts/house/67"
+    rel: in-district
+    area_weight: 0.059
+  - to: "us/states/la/districts/house/70"
+    rel: in-district
+    area_weight: 0.0436
+  - to: "us/states/la/districts/house/101"
+    rel: in-district
+    area_weight: 0.0365
+  - to: "us/states/la/districts/house/68"
+    rel: in-district
+    area_weight: 0.0362
+  - to: "us/states/la/districts/house/69"
+    rel: in-district
+    area_weight: 0.0341
+  - to: "us/states/la/districts/house/29"
+    rel: in-district
+    area_weight: 0.0328
+  - to: "us/states/la/districts/house/61"
+    rel: in-district
+    area_weight: 0.0302
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +116,29 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 31085 |
 | Bachelor's or higher | 154362 |
 
+## Districts
+
+- [LA-06](/us/states/la/districts/06.md) — 55% (congressional)
+- [LA-05](/us/states/la/districts/05.md) — 45% (congressional)
+- [LA Senate District 6](/us/states/la/districts/senate/6.md) — 42% (state senate)
+- [LA Senate District 15](/us/states/la/districts/senate/15.md) — 28% (state senate)
+- [LA Senate District 14](/us/states/la/districts/senate/14.md) — 14% (state senate)
+- [LA Senate District 16](/us/states/la/districts/senate/16.md) — 11% (state senate)
+- [LA Senate District 17](/us/states/la/districts/senate/17.md) — 5% (state senate)
+- [LA House District 63](/us/states/la/districts/house/63.md) — 22% (state house)
+- [LA House District 64](/us/states/la/districts/house/64.md) — 16% (state house)
+- [LA House District 65](/us/states/la/districts/house/65.md) — 15% (state house)
+- [LA House District 62](/us/states/la/districts/house/62.md) — 10% (state house)
+- [LA House District 66](/us/states/la/districts/house/66.md) — 9% (state house)
+- [LA House District 67](/us/states/la/districts/house/67.md) — 6% (state house)
+- [LA House District 70](/us/states/la/districts/house/70.md) — 4% (state house)
+- [LA House District 101](/us/states/la/districts/house/101.md) — 4% (state house)
+- [LA House District 68](/us/states/la/districts/house/68.md) — 4% (state house)
+- [LA House District 69](/us/states/la/districts/house/69.md) — 3% (state house)
+- [LA House District 29](/us/states/la/districts/house/29.md) — 3% (state house)
+- [LA House District 61](/us/states/la/districts/house/61.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/east-carroll-parish/index.md b/data/jurisdictions/us/states/la/counties/east-carroll-parish/index.md
index 563eb5eb15..33750fb945 100644
--- a/data/jurisdictions/us/states/la/counties/east-carroll-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/east-carroll-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 58
   hispanic: 163
   bachelors_plus: 693
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/la/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/la/districts/house/21"
+    rel: in-district
+    area_weight: 0.6694
+  - to: "us/states/la/districts/house/19"
+    rel: in-district
+    area_weight: 0.33
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 163 |
 | Bachelor's or higher | 693 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 34](/us/states/la/districts/senate/34.md) — 100% (state senate)
+- [LA House District 21](/us/states/la/districts/house/21.md) — 67% (state house)
+- [LA House District 19](/us/states/la/districts/house/19.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/east-feliciana-parish/index.md b/data/jurisdictions/us/states/la/counties/east-feliciana-parish/index.md
index b7e0a3b596..3c88a9b61f 100644
--- a/data/jurisdictions/us/states/la/counties/east-feliciana-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/east-feliciana-parish/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 57
   hispanic: 391
   bachelors_plus: 3629
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/la/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/la/districts/house/62"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 391 |
 | Bachelor's or higher | 3629 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 17](/us/states/la/districts/senate/17.md) — 100% (state senate)
+- [LA House District 62](/us/states/la/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/evangeline-parish/index.md b/data/jurisdictions/us/states/la/counties/evangeline-parish/index.md
index c5f939acf8..2dd10d7c56 100644
--- a/data/jurisdictions/us/states/la/counties/evangeline-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/evangeline-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 43
   hispanic: 1586
   bachelors_plus: 3597
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/la/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/la/districts/house/38"
+    rel: in-district
+    area_weight: 0.8825
+  - to: "us/states/la/districts/house/41"
+    rel: in-district
+    area_weight: 0.1173
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1586 |
 | Bachelor's or higher | 3597 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 28](/us/states/la/districts/senate/28.md) — 100% (state senate)
+- [LA House District 38](/us/states/la/districts/house/38.md) — 88% (state house)
+- [LA House District 41](/us/states/la/districts/house/41.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/franklin-parish/index.md b/data/jurisdictions/us/states/la/counties/franklin-parish/index.md
index ac637969b4..87a6ac5d29 100644
--- a/data/jurisdictions/us/states/la/counties/franklin-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/franklin-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 9
   hispanic: 325
   bachelors_plus: 3016
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/la/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/la/districts/house/20"
+    rel: in-district
+    area_weight: 0.8718
+  - to: "us/states/la/districts/house/21"
+    rel: in-district
+    area_weight: 0.1278
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 325 |
 | Bachelor's or higher | 3016 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 32](/us/states/la/districts/senate/32.md) — 100% (state senate)
+- [LA House District 20](/us/states/la/districts/house/20.md) — 87% (state house)
+- [LA House District 21](/us/states/la/districts/house/21.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/grant-parish/index.md b/data/jurisdictions/us/states/la/counties/grant-parish/index.md
index 9fc7057438..86a90c5266 100644
--- a/data/jurisdictions/us/states/la/counties/grant-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/grant-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 243
   hispanic: 1389
   bachelors_plus: 3019
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9928
+  - to: "us/states/la/districts/senate/35"
+    rel: in-district
+    area_weight: 0.7033
+  - to: "us/states/la/districts/senate/29"
+    rel: in-district
+    area_weight: 0.2964
+  - to: "us/states/la/districts/house/22"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1389 |
 | Bachelor's or higher | 3019 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 99% (congressional)
+- [LA Senate District 35](/us/states/la/districts/senate/35.md) — 70% (state senate)
+- [LA Senate District 29](/us/states/la/districts/senate/29.md) — 30% (state senate)
+- [LA House District 22](/us/states/la/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/iberia-parish/index.md b/data/jurisdictions/us/states/la/counties/iberia-parish/index.md
index 03511350dd..d097df6cd0 100644
--- a/data/jurisdictions/us/states/la/counties/iberia-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/iberia-parish/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 256
   hispanic: 3837
   bachelors_plus: 8657
+districts:
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.6011
+  - to: "us/states/la/districts/senate/22"
+    rel: in-district
+    area_weight: 0.3448
+  - to: "us/states/la/districts/senate/21"
+    rel: in-district
+    area_weight: 0.253
+  - to: "us/states/la/districts/house/49"
+    rel: in-district
+    area_weight: 0.2897
+  - to: "us/states/la/districts/house/96"
+    rel: in-district
+    area_weight: 0.2096
+  - to: "us/states/la/districts/house/48"
+    rel: in-district
+    area_weight: 0.0984
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3837 |
 | Bachelor's or higher | 8657 |
 
+## Districts
+
+- [LA-03](/us/states/la/districts/03.md) — 60% (congressional)
+- [LA Senate District 22](/us/states/la/districts/senate/22.md) — 34% (state senate)
+- [LA Senate District 21](/us/states/la/districts/senate/21.md) — 25% (state senate)
+- [LA House District 49](/us/states/la/districts/house/49.md) — 29% (state house)
+- [LA House District 96](/us/states/la/districts/house/96.md) — 21% (state house)
+- [LA House District 48](/us/states/la/districts/house/48.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/iberville-parish/index.md b/data/jurisdictions/us/states/la/counties/iberville-parish/index.md
index 3d0617b403..cece2322c8 100644
--- a/data/jurisdictions/us/states/la/counties/iberville-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/iberville-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 64
   hispanic: 1546
   bachelors_plus: 5427
+districts:
+  - to: "us/states/la/districts/02"
+    rel: in-district
+    area_weight: 0.9939
+  - to: "us/states/la/districts/senate/17"
+    rel: in-district
+    area_weight: 0.7861
+  - to: "us/states/la/districts/senate/2"
+    rel: in-district
+    area_weight: 0.2136
+  - to: "us/states/la/districts/house/60"
+    rel: in-district
+    area_weight: 0.7818
+  - to: "us/states/la/districts/house/18"
+    rel: in-district
+    area_weight: 0.2179
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1546 |
 | Bachelor's or higher | 5427 |
 
+## Districts
+
+- [LA-02](/us/states/la/districts/02.md) — 99% (congressional)
+- [LA Senate District 17](/us/states/la/districts/senate/17.md) — 79% (state senate)
+- [LA Senate District 2](/us/states/la/districts/senate/2.md) — 21% (state senate)
+- [LA House District 60](/us/states/la/districts/house/60.md) — 78% (state house)
+- [LA House District 18](/us/states/la/districts/house/18.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/jackson-parish/index.md b/data/jurisdictions/us/states/la/counties/jackson-parish/index.md
index 6dd6652f4c..fe149dc841 100644
--- a/data/jurisdictions/us/states/la/counties/jackson-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/jackson-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 58
   hispanic: 522
   bachelors_plus: 2099
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/la/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9093
+  - to: "us/states/la/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0907
+  - to: "us/states/la/districts/house/13"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 522 |
 | Bachelor's or higher | 2099 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 35](/us/states/la/districts/senate/35.md) — 91% (state senate)
+- [LA Senate District 29](/us/states/la/districts/senate/29.md) — 9% (state senate)
+- [LA House District 13](/us/states/la/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/jefferson-davis-parish/index.md b/data/jurisdictions/us/states/la/counties/jefferson-davis-parish/index.md
index 7ad5e6cfff..5671da53cc 100644
--- a/data/jurisdictions/us/states/la/counties/jefferson-davis-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/jefferson-davis-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 89
   hispanic: 806
   bachelors_plus: 4407
+districts:
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/la/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/la/districts/house/37"
+    rel: in-district
+    area_weight: 0.9768
+  - to: "us/states/la/districts/house/32"
+    rel: in-district
+    area_weight: 0.0228
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 806 |
 | Bachelor's or higher | 4407 |
 
+## Districts
+
+- [LA-03](/us/states/la/districts/03.md) — 100% (congressional)
+- [LA Senate District 25](/us/states/la/districts/senate/25.md) — 100% (state senate)
+- [LA House District 37](/us/states/la/districts/house/37.md) — 98% (state house)
+- [LA House District 32](/us/states/la/districts/house/32.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/jefferson-parish/index.md b/data/jurisdictions/us/states/la/counties/jefferson-parish/index.md
index 88941ad9de..0ceb5d1272 100644
--- a/data/jurisdictions/us/states/la/counties/jefferson-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/jefferson-parish/index.md
@@ -22,9 +22,69 @@ demographics:
   race_native: 4868
   hispanic: 81368
   bachelors_plus: 125759
+districts:
+  - to: "us/states/la/districts/01"
+    rel: in-district
+    area_weight: 0.712
+  - to: "us/states/la/districts/02"
+    rel: in-district
+    area_weight: 0.1719
+  - to: "us/states/la/districts/senate/8"
+    rel: in-district
+    area_weight: 0.5065
+  - to: "us/states/la/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0429
+  - to: "us/states/la/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0347
+  - to: "us/states/la/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0267
+  - to: "us/states/la/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0183
+  - to: "us/states/la/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0179
+  - to: "us/states/la/districts/house/84"
+    rel: in-district
+    area_weight: 0.4181
+  - to: "us/states/la/districts/house/94"
+    rel: in-district
+    area_weight: 0.1528
+  - to: "us/states/la/districts/house/83"
+    rel: in-district
+    area_weight: 0.0895
+  - to: "us/states/la/districts/house/87"
+    rel: in-district
+    area_weight: 0.0297
+  - to: "us/states/la/districts/house/82"
+    rel: in-district
+    area_weight: 0.0217
+  - to: "us/states/la/districts/house/92"
+    rel: in-district
+    area_weight: 0.019
+  - to: "us/states/la/districts/house/78"
+    rel: in-district
+    area_weight: 0.0149
+  - to: "us/states/la/districts/house/85"
+    rel: in-district
+    area_weight: 0.0133
+  - to: "us/states/la/districts/house/79"
+    rel: in-district
+    area_weight: 0.0118
+  - to: "us/states/la/districts/house/54"
+    rel: in-district
+    area_weight: 0.0107
+  - to: "us/states/la/districts/house/80"
+    rel: in-district
+    area_weight: 0.0097
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +116,29 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 81368 |
 | Bachelor's or higher | 125759 |
 
+## Districts
+
+- [LA-01](/us/states/la/districts/01.md) — 71% (congressional)
+- [LA-02](/us/states/la/districts/02.md) — 17% (congressional)
+- [LA Senate District 8](/us/states/la/districts/senate/8.md) — 51% (state senate)
+- [LA Senate District 10](/us/states/la/districts/senate/10.md) — 4% (state senate)
+- [LA Senate District 7](/us/states/la/districts/senate/7.md) — 3% (state senate)
+- [LA Senate District 9](/us/states/la/districts/senate/9.md) — 3% (state senate)
+- [LA Senate District 5](/us/states/la/districts/senate/5.md) — 2% (state senate)
+- [LA Senate District 19](/us/states/la/districts/senate/19.md) — 2% (state senate)
+- [LA House District 84](/us/states/la/districts/house/84.md) — 42% (state house)
+- [LA House District 94](/us/states/la/districts/house/94.md) — 15% (state house)
+- [LA House District 83](/us/states/la/districts/house/83.md) — 9% (state house)
+- [LA House District 87](/us/states/la/districts/house/87.md) — 3% (state house)
+- [LA House District 82](/us/states/la/districts/house/82.md) — 2% (state house)
+- [LA House District 92](/us/states/la/districts/house/92.md) — 2% (state house)
+- [LA House District 78](/us/states/la/districts/house/78.md) — 1% (state house)
+- [LA House District 85](/us/states/la/districts/house/85.md) — 1% (state house)
+- [LA House District 79](/us/states/la/districts/house/79.md) — 1% (state house)
+- [LA House District 54](/us/states/la/districts/house/54.md) — 1% (state house)
+- [LA House District 80](/us/states/la/districts/house/80.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/lafayette-parish/index.md b/data/jurisdictions/us/states/la/counties/lafayette-parish/index.md
index 160729b269..3e5580d1e5 100644
--- a/data/jurisdictions/us/states/la/counties/lafayette-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/lafayette-parish/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 298
   hispanic: 16679
   bachelors_plus: 77815
+districts:
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.7519
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.2481
+  - to: "us/states/la/districts/senate/23"
+    rel: in-district
+    area_weight: 0.3812
+  - to: "us/states/la/districts/senate/24"
+    rel: in-district
+    area_weight: 0.2764
+  - to: "us/states/la/districts/senate/26"
+    rel: in-district
+    area_weight: 0.2049
+  - to: "us/states/la/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1164
+  - to: "us/states/la/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0211
+  - to: "us/states/la/districts/house/39"
+    rel: in-district
+    area_weight: 0.2807
+  - to: "us/states/la/districts/house/42"
+    rel: in-district
+    area_weight: 0.1516
+  - to: "us/states/la/districts/house/31"
+    rel: in-district
+    area_weight: 0.1376
+  - to: "us/states/la/districts/house/44"
+    rel: in-district
+    area_weight: 0.1214
+  - to: "us/states/la/districts/house/43"
+    rel: in-district
+    area_weight: 0.101
+  - to: "us/states/la/districts/house/48"
+    rel: in-district
+    area_weight: 0.0696
+  - to: "us/states/la/districts/house/49"
+    rel: in-district
+    area_weight: 0.0691
+  - to: "us/states/la/districts/house/45"
+    rel: in-district
+    area_weight: 0.0593
+  - to: "us/states/la/districts/house/96"
+    rel: in-district
+    area_weight: 0.0095
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 16679 |
 | Bachelor's or higher | 77815 |
 
+## Districts
+
+- [LA-03](/us/states/la/districts/03.md) — 75% (congressional)
+- [LA-06](/us/states/la/districts/06.md) — 25% (congressional)
+- [LA Senate District 23](/us/states/la/districts/senate/23.md) — 38% (state senate)
+- [LA Senate District 24](/us/states/la/districts/senate/24.md) — 28% (state senate)
+- [LA Senate District 26](/us/states/la/districts/senate/26.md) — 20% (state senate)
+- [LA Senate District 22](/us/states/la/districts/senate/22.md) — 12% (state senate)
+- [LA Senate District 17](/us/states/la/districts/senate/17.md) — 2% (state senate)
+- [LA House District 39](/us/states/la/districts/house/39.md) — 28% (state house)
+- [LA House District 42](/us/states/la/districts/house/42.md) — 15% (state house)
+- [LA House District 31](/us/states/la/districts/house/31.md) — 14% (state house)
+- [LA House District 44](/us/states/la/districts/house/44.md) — 12% (state house)
+- [LA House District 43](/us/states/la/districts/house/43.md) — 10% (state house)
+- [LA House District 48](/us/states/la/districts/house/48.md) — 7% (state house)
+- [LA House District 49](/us/states/la/districts/house/49.md) — 7% (state house)
+- [LA House District 45](/us/states/la/districts/house/45.md) — 6% (state house)
+- [LA House District 96](/us/states/la/districts/house/96.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/lafourche-parish/index.md b/data/jurisdictions/us/states/la/counties/lafourche-parish/index.md
index 375f058ffe..44de94428f 100644
--- a/data/jurisdictions/us/states/la/counties/lafourche-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/lafourche-parish/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 2675
   hispanic: 5678
   bachelors_plus: 18459
+districts:
+  - to: "us/states/la/districts/01"
+    rel: in-district
+    area_weight: 0.6613
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.1853
+  - to: "us/states/la/districts/02"
+    rel: in-district
+    area_weight: 0.0219
+  - to: "us/states/la/districts/senate/20"
+    rel: in-district
+    area_weight: 0.5552
+  - to: "us/states/la/districts/senate/19"
+    rel: in-district
+    area_weight: 0.2328
+  - to: "us/states/la/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0371
+  - to: "us/states/la/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0203
+  - to: "us/states/la/districts/house/54"
+    rel: in-district
+    area_weight: 0.6245
+  - to: "us/states/la/districts/house/55"
+    rel: in-district
+    area_weight: 0.1793
+  - to: "us/states/la/districts/house/51"
+    rel: in-district
+    area_weight: 0.0415
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 5678 |
 | Bachelor's or higher | 18459 |
 
+## Districts
+
+- [LA-01](/us/states/la/districts/01.md) — 66% (congressional)
+- [LA-03](/us/states/la/districts/03.md) — 19% (congressional)
+- [LA-02](/us/states/la/districts/02.md) — 2% (congressional)
+- [LA Senate District 20](/us/states/la/districts/senate/20.md) — 56% (state senate)
+- [LA Senate District 19](/us/states/la/districts/senate/19.md) — 23% (state senate)
+- [LA Senate District 21](/us/states/la/districts/senate/21.md) — 4% (state senate)
+- [LA Senate District 2](/us/states/la/districts/senate/2.md) — 2% (state senate)
+- [LA House District 54](/us/states/la/districts/house/54.md) — 62% (state house)
+- [LA House District 55](/us/states/la/districts/house/55.md) — 18% (state house)
+- [LA House District 51](/us/states/la/districts/house/51.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/lasalle-parish/index.md b/data/jurisdictions/us/states/la/counties/lasalle-parish/index.md
index 327ea6bdd3..6c41b589f5 100644
--- a/data/jurisdictions/us/states/la/counties/lasalle-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/lasalle-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2
   hispanic: 1350
   bachelors_plus: 1768
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.993
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.0052
+  - to: "us/states/la/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/la/districts/house/22"
+    rel: in-district
+    area_weight: 0.5967
+  - to: "us/states/la/districts/house/20"
+    rel: in-district
+    area_weight: 0.4031
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1350 |
 | Bachelor's or higher | 1768 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 99% (congressional)
+- [LA-04](/us/states/la/districts/04.md) — 1% (congressional)
+- [LA Senate District 32](/us/states/la/districts/senate/32.md) — 100% (state senate)
+- [LA House District 22](/us/states/la/districts/house/22.md) — 60% (state house)
+- [LA House District 20](/us/states/la/districts/house/20.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/lincoln-parish/index.md b/data/jurisdictions/us/states/la/counties/lincoln-parish/index.md
index d6dc0dc375..96950d9beb 100644
--- a/data/jurisdictions/us/states/la/counties/lincoln-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/lincoln-parish/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 396
   hispanic: 1778
   bachelors_plus: 13867
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/la/districts/senate/33"
+    rel: in-district
+    area_weight: 0.5837
+  - to: "us/states/la/districts/senate/29"
+    rel: in-district
+    area_weight: 0.2331
+  - to: "us/states/la/districts/senate/35"
+    rel: in-district
+    area_weight: 0.1832
+  - to: "us/states/la/districts/house/12"
+    rel: in-district
+    area_weight: 0.7694
+  - to: "us/states/la/districts/house/11"
+    rel: in-district
+    area_weight: 0.2306
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1778 |
 | Bachelor's or higher | 13867 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 33](/us/states/la/districts/senate/33.md) — 58% (state senate)
+- [LA Senate District 29](/us/states/la/districts/senate/29.md) — 23% (state senate)
+- [LA Senate District 35](/us/states/la/districts/senate/35.md) — 18% (state senate)
+- [LA House District 12](/us/states/la/districts/house/12.md) — 77% (state house)
+- [LA House District 11](/us/states/la/districts/house/11.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/livingston-parish/index.md b/data/jurisdictions/us/states/la/counties/livingston-parish/index.md
index ac77380011..f7867a83bc 100644
--- a/data/jurisdictions/us/states/la/counties/livingston-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/livingston-parish/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 280
   hispanic: 9830
   bachelors_plus: 26729
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.6446
+  - to: "us/states/la/districts/01"
+    rel: in-district
+    area_weight: 0.3541
+  - to: "us/states/la/districts/senate/13"
+    rel: in-district
+    area_weight: 0.5303
+  - to: "us/states/la/districts/senate/6"
+    rel: in-district
+    area_weight: 0.277
+  - to: "us/states/la/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1794
+  - to: "us/states/la/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0132
+  - to: "us/states/la/districts/house/95"
+    rel: in-district
+    area_weight: 0.4436
+  - to: "us/states/la/districts/house/81"
+    rel: in-district
+    area_weight: 0.3757
+  - to: "us/states/la/districts/house/64"
+    rel: in-district
+    area_weight: 0.0963
+  - to: "us/states/la/districts/house/71"
+    rel: in-district
+    area_weight: 0.0841
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 9830 |
 | Bachelor's or higher | 26729 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 64% (congressional)
+- [LA-01](/us/states/la/districts/01.md) — 35% (congressional)
+- [LA Senate District 13](/us/states/la/districts/senate/13.md) — 53% (state senate)
+- [LA Senate District 6](/us/states/la/districts/senate/6.md) — 28% (state senate)
+- [LA Senate District 18](/us/states/la/districts/senate/18.md) — 18% (state senate)
+- [LA Senate District 37](/us/states/la/districts/senate/37.md) — 1% (state senate)
+- [LA House District 95](/us/states/la/districts/house/95.md) — 44% (state house)
+- [LA House District 81](/us/states/la/districts/house/81.md) — 38% (state house)
+- [LA House District 64](/us/states/la/districts/house/64.md) — 10% (state house)
+- [LA House District 71](/us/states/la/districts/house/71.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/madison-parish/index.md b/data/jurisdictions/us/states/la/counties/madison-parish/index.md
index d7fb6e7ed4..f6d978fe11 100644
--- a/data/jurisdictions/us/states/la/counties/madison-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/madison-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 24
   hispanic: 245
   bachelors_plus: 1075
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/la/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/la/districts/house/19"
+    rel: in-district
+    area_weight: 0.6315
+  - to: "us/states/la/districts/house/21"
+    rel: in-district
+    area_weight: 0.3678
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 245 |
 | Bachelor's or higher | 1075 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 34](/us/states/la/districts/senate/34.md) — 100% (state senate)
+- [LA House District 19](/us/states/la/districts/house/19.md) — 63% (state house)
+- [LA House District 21](/us/states/la/districts/house/21.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/morehouse-parish/index.md b/data/jurisdictions/us/states/la/counties/morehouse-parish/index.md
index a23e736092..645c8e0efd 100644
--- a/data/jurisdictions/us/states/la/counties/morehouse-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/morehouse-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 17
   hispanic: 419
   bachelors_plus: 3165
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/la/districts/senate/33"
+    rel: in-district
+    area_weight: 0.7634
+  - to: "us/states/la/districts/senate/34"
+    rel: in-district
+    area_weight: 0.2364
+  - to: "us/states/la/districts/house/19"
+    rel: in-district
+    area_weight: 0.8601
+  - to: "us/states/la/districts/house/16"
+    rel: in-district
+    area_weight: 0.1395
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 419 |
 | Bachelor's or higher | 3165 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 33](/us/states/la/districts/senate/33.md) — 76% (state senate)
+- [LA Senate District 34](/us/states/la/districts/senate/34.md) — 24% (state senate)
+- [LA House District 19](/us/states/la/districts/house/19.md) — 86% (state house)
+- [LA House District 16](/us/states/la/districts/house/16.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/natchitoches-parish/index.md b/data/jurisdictions/us/states/la/counties/natchitoches-parish/index.md
index 2784d2acd7..a96018d49b 100644
--- a/data/jurisdictions/us/states/la/counties/natchitoches-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/natchitoches-parish/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 373
   hispanic: 1438
   bachelors_plus: 7905
+districts:
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/la/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9681
+  - to: "us/states/la/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0319
+  - to: "us/states/la/districts/house/25"
+    rel: in-district
+    area_weight: 0.6781
+  - to: "us/states/la/districts/house/13"
+    rel: in-district
+    area_weight: 0.2959
+  - to: "us/states/la/districts/house/22"
+    rel: in-district
+    area_weight: 0.0258
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1438 |
 | Bachelor's or higher | 7905 |
 
+## Districts
+
+- [LA-06](/us/states/la/districts/06.md) — 100% (congressional)
+- [LA Senate District 31](/us/states/la/districts/senate/31.md) — 97% (state senate)
+- [LA Senate District 29](/us/states/la/districts/senate/29.md) — 3% (state senate)
+- [LA House District 25](/us/states/la/districts/house/25.md) — 68% (state house)
+- [LA House District 13](/us/states/la/districts/house/13.md) — 30% (state house)
+- [LA House District 22](/us/states/la/districts/house/22.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/orleans-parish/index.md b/data/jurisdictions/us/states/la/counties/orleans-parish/index.md
index a6c4756c71..a39fe553f6 100644
--- a/data/jurisdictions/us/states/la/counties/orleans-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/orleans-parish/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 1060
   hispanic: 30425
   bachelors_plus: 164748
+districts:
+  - to: "us/states/la/districts/01"
+    rel: in-district
+    area_weight: 0.7508
+  - to: "us/states/la/districts/02"
+    rel: in-district
+    area_weight: 0.2478
+  - to: "us/states/la/districts/senate/1"
+    rel: in-district
+    area_weight: 0.3013
+  - to: "us/states/la/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1091
+  - to: "us/states/la/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0699
+  - to: "us/states/la/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0586
+  - to: "us/states/la/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0402
+  - to: "us/states/la/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0103
+  - to: "us/states/la/districts/house/100"
+    rel: in-district
+    area_weight: 0.7525
+  - to: "us/states/la/districts/house/99"
+    rel: in-district
+    area_weight: 0.0646
+  - to: "us/states/la/districts/house/102"
+    rel: in-district
+    area_weight: 0.0541
+  - to: "us/states/la/districts/house/97"
+    rel: in-district
+    area_weight: 0.028
+  - to: "us/states/la/districts/house/94"
+    rel: in-district
+    area_weight: 0.0225
+  - to: "us/states/la/districts/house/93"
+    rel: in-district
+    area_weight: 0.0192
+  - to: "us/states/la/districts/house/98"
+    rel: in-district
+    area_weight: 0.0186
+  - to: "us/states/la/districts/house/23"
+    rel: in-district
+    area_weight: 0.0156
+  - to: "us/states/la/districts/house/91"
+    rel: in-district
+    area_weight: 0.0152
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 30425 |
 | Bachelor's or higher | 164748 |
 
+## Districts
+
+- [LA-01](/us/states/la/districts/01.md) — 75% (congressional)
+- [LA-02](/us/states/la/districts/02.md) — 25% (congressional)
+- [LA Senate District 1](/us/states/la/districts/senate/1.md) — 30% (state senate)
+- [LA Senate District 3](/us/states/la/districts/senate/3.md) — 11% (state senate)
+- [LA Senate District 4](/us/states/la/districts/senate/4.md) — 7% (state senate)
+- [LA Senate District 7](/us/states/la/districts/senate/7.md) — 6% (state senate)
+- [LA Senate District 5](/us/states/la/districts/senate/5.md) — 4% (state senate)
+- [LA Senate District 9](/us/states/la/districts/senate/9.md) — 1% (state senate)
+- [LA House District 100](/us/states/la/districts/house/100.md) — 75% (state house)
+- [LA House District 99](/us/states/la/districts/house/99.md) — 6% (state house)
+- [LA House District 102](/us/states/la/districts/house/102.md) — 5% (state house)
+- [LA House District 97](/us/states/la/districts/house/97.md) — 3% (state house)
+- [LA House District 94](/us/states/la/districts/house/94.md) — 2% (state house)
+- [LA House District 93](/us/states/la/districts/house/93.md) — 2% (state house)
+- [LA House District 98](/us/states/la/districts/house/98.md) — 2% (state house)
+- [LA House District 23](/us/states/la/districts/house/23.md) — 2% (state house)
+- [LA House District 91](/us/states/la/districts/house/91.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/ouachita-parish/index.md b/data/jurisdictions/us/states/la/counties/ouachita-parish/index.md
index af41ae9190..10b9e89514 100644
--- a/data/jurisdictions/us/states/la/counties/ouachita-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/ouachita-parish/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 322
   hispanic: 5878
   bachelors_plus: 41597
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.5906
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.4094
+  - to: "us/states/la/districts/senate/33"
+    rel: in-district
+    area_weight: 0.3133
+  - to: "us/states/la/districts/senate/34"
+    rel: in-district
+    area_weight: 0.26
+  - to: "us/states/la/districts/senate/35"
+    rel: in-district
+    area_weight: 0.2571
+  - to: "us/states/la/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1696
+  - to: "us/states/la/districts/house/15"
+    rel: in-district
+    area_weight: 0.3656
+  - to: "us/states/la/districts/house/14"
+    rel: in-district
+    area_weight: 0.2267
+  - to: "us/states/la/districts/house/20"
+    rel: in-district
+    area_weight: 0.2033
+  - to: "us/states/la/districts/house/17"
+    rel: in-district
+    area_weight: 0.1305
+  - to: "us/states/la/districts/house/16"
+    rel: in-district
+    area_weight: 0.0737
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5878 |
 | Bachelor's or higher | 41597 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 59% (congressional)
+- [LA-05](/us/states/la/districts/05.md) — 41% (congressional)
+- [LA Senate District 33](/us/states/la/districts/senate/33.md) — 31% (state senate)
+- [LA Senate District 34](/us/states/la/districts/senate/34.md) — 26% (state senate)
+- [LA Senate District 35](/us/states/la/districts/senate/35.md) — 26% (state senate)
+- [LA Senate District 32](/us/states/la/districts/senate/32.md) — 17% (state senate)
+- [LA House District 15](/us/states/la/districts/house/15.md) — 37% (state house)
+- [LA House District 14](/us/states/la/districts/house/14.md) — 23% (state house)
+- [LA House District 20](/us/states/la/districts/house/20.md) — 20% (state house)
+- [LA House District 17](/us/states/la/districts/house/17.md) — 13% (state house)
+- [LA House District 16](/us/states/la/districts/house/16.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/plaquemines-parish/index.md b/data/jurisdictions/us/states/la/counties/plaquemines-parish/index.md
index ca568a6771..2d66e1d676 100644
--- a/data/jurisdictions/us/states/la/counties/plaquemines-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/plaquemines-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 298
   hispanic: 2227
   bachelors_plus: 4350
+districts:
+  - to: "us/states/la/districts/01"
+    rel: in-district
+    area_weight: 0.5141
+  - to: "us/states/la/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2766
+  - to: "us/states/la/districts/senate/8"
+    rel: in-district
+    area_weight: 0.1877
+  - to: "us/states/la/districts/house/105"
+    rel: in-district
+    area_weight: 0.4642
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2227 |
 | Bachelor's or higher | 4350 |
 
+## Districts
+
+- [LA-01](/us/states/la/districts/01.md) — 51% (congressional)
+- [LA Senate District 7](/us/states/la/districts/senate/7.md) — 28% (state senate)
+- [LA Senate District 8](/us/states/la/districts/senate/8.md) — 19% (state senate)
+- [LA House District 105](/us/states/la/districts/house/105.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/pointe-coupee-parish/index.md b/data/jurisdictions/us/states/la/counties/pointe-coupee-parish/index.md
index e03106a919..4546805f96 100644
--- a/data/jurisdictions/us/states/la/counties/pointe-coupee-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/pointe-coupee-parish/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 74
   hispanic: 715
   bachelors_plus: 3555
+districts:
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.9956
+  - to: "us/states/la/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/la/districts/house/18"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 715 |
 | Bachelor's or higher | 3555 |
 
+## Districts
+
+- [LA-06](/us/states/la/districts/06.md) — 100% (congressional)
+- [LA Senate District 17](/us/states/la/districts/senate/17.md) — 100% (state senate)
+- [LA House District 18](/us/states/la/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/rapides-parish/index.md b/data/jurisdictions/us/states/la/counties/rapides-parish/index.md
index c9953588b2..e99f2f3912 100644
--- a/data/jurisdictions/us/states/la/counties/rapides-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/rapides-parish/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 667
   hispanic: 5386
   bachelors_plus: 27300
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.5143
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.4848
+  - to: "us/states/la/districts/senate/30"
+    rel: in-district
+    area_weight: 0.2935
+  - to: "us/states/la/districts/senate/32"
+    rel: in-district
+    area_weight: 0.207
+  - to: "us/states/la/districts/senate/29"
+    rel: in-district
+    area_weight: 0.1794
+  - to: "us/states/la/districts/senate/31"
+    rel: in-district
+    area_weight: 0.1678
+  - to: "us/states/la/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1048
+  - to: "us/states/la/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0476
+  - to: "us/states/la/districts/house/38"
+    rel: in-district
+    area_weight: 0.4209
+  - to: "us/states/la/districts/house/25"
+    rel: in-district
+    area_weight: 0.2944
+  - to: "us/states/la/districts/house/27"
+    rel: in-district
+    area_weight: 0.2504
+  - to: "us/states/la/districts/house/26"
+    rel: in-district
+    area_weight: 0.0341
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 5386 |
 | Bachelor's or higher | 27300 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 51% (congressional)
+- [LA-06](/us/states/la/districts/06.md) — 48% (congressional)
+- [LA Senate District 30](/us/states/la/districts/senate/30.md) — 29% (state senate)
+- [LA Senate District 32](/us/states/la/districts/senate/32.md) — 21% (state senate)
+- [LA Senate District 29](/us/states/la/districts/senate/29.md) — 18% (state senate)
+- [LA Senate District 31](/us/states/la/districts/senate/31.md) — 17% (state senate)
+- [LA Senate District 28](/us/states/la/districts/senate/28.md) — 10% (state senate)
+- [LA Senate District 35](/us/states/la/districts/senate/35.md) — 5% (state senate)
+- [LA House District 38](/us/states/la/districts/house/38.md) — 42% (state house)
+- [LA House District 25](/us/states/la/districts/house/25.md) — 29% (state house)
+- [LA House District 27](/us/states/la/districts/house/27.md) — 25% (state house)
+- [LA House District 26](/us/states/la/districts/house/26.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/red-river-parish/index.md b/data/jurisdictions/us/states/la/counties/red-river-parish/index.md
index 0f91369632..951fee0001 100644
--- a/data/jurisdictions/us/states/la/counties/red-river-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/red-river-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 138
   bachelors_plus: 904
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.995
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.005
+  - to: "us/states/la/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/la/districts/house/5"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 138 |
 | Bachelor's or higher | 904 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA-06](/us/states/la/districts/06.md) — 0% (congressional)
+- [LA Senate District 31](/us/states/la/districts/senate/31.md) — 100% (state senate)
+- [LA House District 5](/us/states/la/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/richland-parish/index.md b/data/jurisdictions/us/states/la/counties/richland-parish/index.md
index 8f0ed09e5e..19ed23597a 100644
--- a/data/jurisdictions/us/states/la/counties/richland-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/richland-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 19
   hispanic: 455
   bachelors_plus: 3281
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/la/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9392
+  - to: "us/states/la/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0608
+  - to: "us/states/la/districts/house/19"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 455 |
 | Bachelor's or higher | 3281 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 34](/us/states/la/districts/senate/34.md) — 94% (state senate)
+- [LA Senate District 32](/us/states/la/districts/senate/32.md) — 6% (state senate)
+- [LA House District 19](/us/states/la/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/sabine-parish/index.md b/data/jurisdictions/us/states/la/counties/sabine-parish/index.md
index 5728467683..7fe18b0da2 100644
--- a/data/jurisdictions/us/states/la/counties/sabine-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/sabine-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1621
   hispanic: 777
   bachelors_plus: 2719
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/la/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/la/districts/house/24"
+    rel: in-district
+    area_weight: 0.5173
+  - to: "us/states/la/districts/house/7"
+    rel: in-district
+    area_weight: 0.4817
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 777 |
 | Bachelor's or higher | 2719 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 31](/us/states/la/districts/senate/31.md) — 100% (state senate)
+- [LA House District 24](/us/states/la/districts/house/24.md) — 52% (state house)
+- [LA House District 7](/us/states/la/districts/house/7.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/st-bernard-parish/index.md b/data/jurisdictions/us/states/la/counties/st-bernard-parish/index.md
index bfd1ee8412..40a344873c 100644
--- a/data/jurisdictions/us/states/la/counties/st-bernard-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/st-bernard-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 362
   hispanic: 6167
   bachelors_plus: 6913
+districts:
+  - to: "us/states/la/districts/01"
+    rel: in-district
+    area_weight: 0.2963
+  - to: "us/states/la/districts/02"
+    rel: in-district
+    area_weight: 0.0076
+  - to: "us/states/la/districts/senate/1"
+    rel: in-district
+    area_weight: 0.2685
+  - to: "us/states/la/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0176
+  - to: "us/states/la/districts/house/103"
+    rel: in-district
+    area_weight: 0.2861
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 6167 |
 | Bachelor's or higher | 6913 |
 
+## Districts
+
+- [LA-01](/us/states/la/districts/01.md) — 30% (congressional)
+- [LA-02](/us/states/la/districts/02.md) — 1% (congressional)
+- [LA Senate District 1](/us/states/la/districts/senate/1.md) — 27% (state senate)
+- [LA Senate District 3](/us/states/la/districts/senate/3.md) — 2% (state senate)
+- [LA House District 103](/us/states/la/districts/house/103.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/st-charles-parish/index.md b/data/jurisdictions/us/states/la/counties/st-charles-parish/index.md
index fc0d9c0d41..06e0ef7b64 100644
--- a/data/jurisdictions/us/states/la/counties/st-charles-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/st-charles-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 486
   hispanic: 4229
   bachelors_plus: 12042
+districts:
+  - to: "us/states/la/districts/02"
+    rel: in-district
+    area_weight: 0.7212
+  - to: "us/states/la/districts/01"
+    rel: in-district
+    area_weight: 0.2784
+  - to: "us/states/la/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/la/districts/house/56"
+    rel: in-district
+    area_weight: 0.8817
+  - to: "us/states/la/districts/house/57"
+    rel: in-district
+    area_weight: 0.1181
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 4229 |
 | Bachelor's or higher | 12042 |
 
+## Districts
+
+- [LA-02](/us/states/la/districts/02.md) — 72% (congressional)
+- [LA-01](/us/states/la/districts/01.md) — 28% (congressional)
+- [LA Senate District 19](/us/states/la/districts/senate/19.md) — 100% (state senate)
+- [LA House District 56](/us/states/la/districts/house/56.md) — 88% (state house)
+- [LA House District 57](/us/states/la/districts/house/57.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/st-helena-parish/index.md b/data/jurisdictions/us/states/la/counties/st-helena-parish/index.md
index bd8dc2a963..c85f0f884b 100644
--- a/data/jurisdictions/us/states/la/counties/st-helena-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/st-helena-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 70
   hispanic: 94
   bachelors_plus: 1140
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/la/districts/senate/6"
+    rel: in-district
+    area_weight: 0.7619
+  - to: "us/states/la/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2378
+  - to: "us/states/la/districts/house/72"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 94 |
 | Bachelor's or higher | 1140 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 6](/us/states/la/districts/senate/6.md) — 76% (state senate)
+- [LA Senate District 17](/us/states/la/districts/senate/17.md) — 24% (state senate)
+- [LA House District 72](/us/states/la/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/st-james-parish/index.md b/data/jurisdictions/us/states/la/counties/st-james-parish/index.md
index 66395d74e6..23baff583d 100644
--- a/data/jurisdictions/us/states/la/counties/st-james-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/st-james-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 69
   hispanic: 382
   bachelors_plus: 3301
+districts:
+  - to: "us/states/la/districts/02"
+    rel: in-district
+    area_weight: 0.9974
+  - to: "us/states/la/districts/senate/2"
+    rel: in-district
+    area_weight: 0.6944
+  - to: "us/states/la/districts/senate/18"
+    rel: in-district
+    area_weight: 0.3055
+  - to: "us/states/la/districts/house/58"
+    rel: in-district
+    area_weight: 0.7073
+  - to: "us/states/la/districts/house/81"
+    rel: in-district
+    area_weight: 0.2926
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 382 |
 | Bachelor's or higher | 3301 |
 
+## Districts
+
+- [LA-02](/us/states/la/districts/02.md) — 100% (congressional)
+- [LA Senate District 2](/us/states/la/districts/senate/2.md) — 69% (state senate)
+- [LA Senate District 18](/us/states/la/districts/senate/18.md) — 31% (state senate)
+- [LA House District 58](/us/states/la/districts/house/58.md) — 71% (state house)
+- [LA House District 81](/us/states/la/districts/house/81.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/st-john-the-baptist-parish/index.md b/data/jurisdictions/us/states/la/counties/st-john-the-baptist-parish/index.md
index f2ba3d4b1d..761d17c2ad 100644
--- a/data/jurisdictions/us/states/la/counties/st-john-the-baptist-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/st-john-the-baptist-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 147
   hispanic: 3646
   bachelors_plus: 6833
+districts:
+  - to: "us/states/la/districts/02"
+    rel: in-district
+    area_weight: 0.9975
+  - to: "us/states/la/districts/senate/19"
+    rel: in-district
+    area_weight: 0.7383
+  - to: "us/states/la/districts/senate/2"
+    rel: in-district
+    area_weight: 0.2616
+  - to: "us/states/la/districts/house/57"
+    rel: in-district
+    area_weight: 0.6421
+  - to: "us/states/la/districts/house/58"
+    rel: in-district
+    area_weight: 0.3561
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3646 |
 | Bachelor's or higher | 6833 |
 
+## Districts
+
+- [LA-02](/us/states/la/districts/02.md) — 100% (congressional)
+- [LA Senate District 19](/us/states/la/districts/senate/19.md) — 74% (state senate)
+- [LA Senate District 2](/us/states/la/districts/senate/2.md) — 26% (state senate)
+- [LA House District 57](/us/states/la/districts/house/57.md) — 64% (state house)
+- [LA House District 58](/us/states/la/districts/house/58.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/st-landry-parish/index.md b/data/jurisdictions/us/states/la/counties/st-landry-parish/index.md
index e53e4aff20..8dba8c60e3 100644
--- a/data/jurisdictions/us/states/la/counties/st-landry-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/st-landry-parish/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 81
   hispanic: 2510
   bachelors_plus: 10656
+districts:
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/la/districts/senate/17"
+    rel: in-district
+    area_weight: 0.7383
+  - to: "us/states/la/districts/senate/24"
+    rel: in-district
+    area_weight: 0.243
+  - to: "us/states/la/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0187
+  - to: "us/states/la/districts/house/46"
+    rel: in-district
+    area_weight: 0.4534
+  - to: "us/states/la/districts/house/28"
+    rel: in-district
+    area_weight: 0.2117
+  - to: "us/states/la/districts/house/40"
+    rel: in-district
+    area_weight: 0.2113
+  - to: "us/states/la/districts/house/41"
+    rel: in-district
+    area_weight: 0.1234
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2510 |
 | Bachelor's or higher | 10656 |
 
+## Districts
+
+- [LA-06](/us/states/la/districts/06.md) — 100% (congressional)
+- [LA Senate District 17](/us/states/la/districts/senate/17.md) — 74% (state senate)
+- [LA Senate District 24](/us/states/la/districts/senate/24.md) — 24% (state senate)
+- [LA Senate District 28](/us/states/la/districts/senate/28.md) — 2% (state senate)
+- [LA House District 46](/us/states/la/districts/house/46.md) — 45% (state house)
+- [LA House District 28](/us/states/la/districts/house/28.md) — 21% (state house)
+- [LA House District 40](/us/states/la/districts/house/40.md) — 21% (state house)
+- [LA House District 41](/us/states/la/districts/house/41.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/st-martin-parish/index.md b/data/jurisdictions/us/states/la/counties/st-martin-parish/index.md
index 36435f0b8d..608e4e4ebc 100644
--- a/data/jurisdictions/us/states/la/counties/st-martin-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/st-martin-parish/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 93
   hispanic: 1873
   bachelors_plus: 7397
+districts:
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.9961
+  - to: "us/states/la/districts/senate/22"
+    rel: in-district
+    area_weight: 0.6519
+  - to: "us/states/la/districts/senate/21"
+    rel: in-district
+    area_weight: 0.2598
+  - to: "us/states/la/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0513
+  - to: "us/states/la/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0369
+  - to: "us/states/la/districts/house/46"
+    rel: in-district
+    area_weight: 0.4673
+  - to: "us/states/la/districts/house/50"
+    rel: in-district
+    area_weight: 0.2597
+  - to: "us/states/la/districts/house/96"
+    rel: in-district
+    area_weight: 0.2342
+  - to: "us/states/la/districts/house/48"
+    rel: in-district
+    area_weight: 0.0386
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 1873 |
 | Bachelor's or higher | 7397 |
 
+## Districts
+
+- [LA-03](/us/states/la/districts/03.md) — 100% (congressional)
+- [LA Senate District 22](/us/states/la/districts/senate/22.md) — 65% (state senate)
+- [LA Senate District 21](/us/states/la/districts/senate/21.md) — 26% (state senate)
+- [LA Senate District 17](/us/states/la/districts/senate/17.md) — 5% (state senate)
+- [LA Senate District 24](/us/states/la/districts/senate/24.md) — 4% (state senate)
+- [LA House District 46](/us/states/la/districts/house/46.md) — 47% (state house)
+- [LA House District 50](/us/states/la/districts/house/50.md) — 26% (state house)
+- [LA House District 96](/us/states/la/districts/house/96.md) — 23% (state house)
+- [LA House District 48](/us/states/la/districts/house/48.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/st-mary-parish/index.md b/data/jurisdictions/us/states/la/counties/st-mary-parish/index.md
index 872403df5a..a7aa3487c7 100644
--- a/data/jurisdictions/us/states/la/counties/st-mary-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/st-mary-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 731
   hispanic: 4705
   bachelors_plus: 5778
+districts:
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.6595
+  - to: "us/states/la/districts/senate/21"
+    rel: in-district
+    area_weight: 0.6158
+  - to: "us/states/la/districts/house/50"
+    rel: in-district
+    area_weight: 0.5594
+  - to: "us/states/la/districts/house/51"
+    rel: in-district
+    area_weight: 0.0564
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4705 |
 | Bachelor's or higher | 5778 |
 
+## Districts
+
+- [LA-03](/us/states/la/districts/03.md) — 66% (congressional)
+- [LA Senate District 21](/us/states/la/districts/senate/21.md) — 62% (state senate)
+- [LA House District 50](/us/states/la/districts/house/50.md) — 56% (state house)
+- [LA House District 51](/us/states/la/districts/house/51.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/st-tammany-parish/index.md b/data/jurisdictions/us/states/la/counties/st-tammany-parish/index.md
index bc7e72b2e1..d6a15ccc65 100644
--- a/data/jurisdictions/us/states/la/counties/st-tammany-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/st-tammany-parish/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 2079
   hispanic: 22407
   bachelors_plus: 95638
+districts:
+  - to: "us/states/la/districts/01"
+    rel: in-district
+    area_weight: 0.9907
+  - to: "us/states/la/districts/senate/1"
+    rel: in-district
+    area_weight: 0.2959
+  - to: "us/states/la/districts/senate/12"
+    rel: in-district
+    area_weight: 0.2819
+  - to: "us/states/la/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2049
+  - to: "us/states/la/districts/senate/37"
+    rel: in-district
+    area_weight: 0.029
+  - to: "us/states/la/districts/house/74"
+    rel: in-district
+    area_weight: 0.3926
+  - to: "us/states/la/districts/house/89"
+    rel: in-district
+    area_weight: 0.2263
+  - to: "us/states/la/districts/house/104"
+    rel: in-district
+    area_weight: 0.1442
+  - to: "us/states/la/districts/house/76"
+    rel: in-district
+    area_weight: 0.1177
+  - to: "us/states/la/districts/house/77"
+    rel: in-district
+    area_weight: 0.0667
+  - to: "us/states/la/districts/house/90"
+    rel: in-district
+    area_weight: 0.0424
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 22407 |
 | Bachelor's or higher | 95638 |
 
+## Districts
+
+- [LA-01](/us/states/la/districts/01.md) — 99% (congressional)
+- [LA Senate District 1](/us/states/la/districts/senate/1.md) — 30% (state senate)
+- [LA Senate District 12](/us/states/la/districts/senate/12.md) — 28% (state senate)
+- [LA Senate District 11](/us/states/la/districts/senate/11.md) — 20% (state senate)
+- [LA Senate District 37](/us/states/la/districts/senate/37.md) — 3% (state senate)
+- [LA House District 74](/us/states/la/districts/house/74.md) — 39% (state house)
+- [LA House District 89](/us/states/la/districts/house/89.md) — 23% (state house)
+- [LA House District 104](/us/states/la/districts/house/104.md) — 14% (state house)
+- [LA House District 76](/us/states/la/districts/house/76.md) — 12% (state house)
+- [LA House District 77](/us/states/la/districts/house/77.md) — 7% (state house)
+- [LA House District 90](/us/states/la/districts/house/90.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/tangipahoa-parish/index.md b/data/jurisdictions/us/states/la/counties/tangipahoa-parish/index.md
index caf0f8a1f8..31196cfc78 100644
--- a/data/jurisdictions/us/states/la/counties/tangipahoa-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/tangipahoa-parish/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 114
   hispanic: 7924
   bachelors_plus: 24596
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.6838
+  - to: "us/states/la/districts/01"
+    rel: in-district
+    area_weight: 0.3154
+  - to: "us/states/la/districts/senate/12"
+    rel: in-district
+    area_weight: 0.5795
+  - to: "us/states/la/districts/senate/37"
+    rel: in-district
+    area_weight: 0.3824
+  - to: "us/states/la/districts/house/73"
+    rel: in-district
+    area_weight: 0.3991
+  - to: "us/states/la/districts/house/86"
+    rel: in-district
+    area_weight: 0.2911
+  - to: "us/states/la/districts/house/72"
+    rel: in-district
+    area_weight: 0.2905
+  - to: "us/states/la/districts/house/95"
+    rel: in-district
+    area_weight: 0.0189
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 7924 |
 | Bachelor's or higher | 24596 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 68% (congressional)
+- [LA-01](/us/states/la/districts/01.md) — 32% (congressional)
+- [LA Senate District 12](/us/states/la/districts/senate/12.md) — 58% (state senate)
+- [LA Senate District 37](/us/states/la/districts/senate/37.md) — 38% (state senate)
+- [LA House District 73](/us/states/la/districts/house/73.md) — 40% (state house)
+- [LA House District 86](/us/states/la/districts/house/86.md) — 29% (state house)
+- [LA House District 72](/us/states/la/districts/house/72.md) — 29% (state house)
+- [LA House District 95](/us/states/la/districts/house/95.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/tensas-parish/index.md b/data/jurisdictions/us/states/la/counties/tensas-parish/index.md
index c7ff6f9faf..e0cd3cbc83 100644
--- a/data/jurisdictions/us/states/la/counties/tensas-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/tensas-parish/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 43
   bachelors_plus: 582
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/la/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/la/districts/house/21"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 43 |
 | Bachelor's or higher | 582 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 34](/us/states/la/districts/senate/34.md) — 100% (state senate)
+- [LA House District 21](/us/states/la/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/terrebonne-parish/index.md b/data/jurisdictions/us/states/la/counties/terrebonne-parish/index.md
index f423d50854..35d3fc2c24 100644
--- a/data/jurisdictions/us/states/la/counties/terrebonne-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/terrebonne-parish/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 5340
   hispanic: 7696
   bachelors_plus: 17845
+districts:
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.727
+  - to: "us/states/la/districts/senate/20"
+    rel: in-district
+    area_weight: 0.5254
+  - to: "us/states/la/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1886
+  - to: "us/states/la/districts/house/53"
+    rel: in-district
+    area_weight: 0.4911
+  - to: "us/states/la/districts/house/51"
+    rel: in-district
+    area_weight: 0.1897
+  - to: "us/states/la/districts/house/52"
+    rel: in-district
+    area_weight: 0.0331
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 7696 |
 | Bachelor's or higher | 17845 |
 
+## Districts
+
+- [LA-03](/us/states/la/districts/03.md) — 73% (congressional)
+- [LA Senate District 20](/us/states/la/districts/senate/20.md) — 53% (state senate)
+- [LA Senate District 21](/us/states/la/districts/senate/21.md) — 19% (state senate)
+- [LA House District 53](/us/states/la/districts/house/53.md) — 49% (state house)
+- [LA House District 51](/us/states/la/districts/house/51.md) — 19% (state house)
+- [LA House District 52](/us/states/la/districts/house/52.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/union-parish/index.md b/data/jurisdictions/us/states/la/counties/union-parish/index.md
index 65e90900b6..a10ec370b1 100644
--- a/data/jurisdictions/us/states/la/counties/union-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/union-parish/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 1216
   bachelors_plus: 2770
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/la/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/la/districts/house/12"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1216 |
 | Bachelor's or higher | 2770 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 33](/us/states/la/districts/senate/33.md) — 100% (state senate)
+- [LA House District 12](/us/states/la/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/vermilion-parish/index.md b/data/jurisdictions/us/states/la/counties/vermilion-parish/index.md
index 4a86b1174c..f6d37eff73 100644
--- a/data/jurisdictions/us/states/la/counties/vermilion-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/vermilion-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 65
   hispanic: 2574
   bachelors_plus: 8194
+districts:
+  - to: "us/states/la/districts/03"
+    rel: in-district
+    area_weight: 0.8466
+  - to: "us/states/la/districts/senate/26"
+    rel: in-district
+    area_weight: 0.8452
+  - to: "us/states/la/districts/house/47"
+    rel: in-district
+    area_weight: 0.7446
+  - to: "us/states/la/districts/house/49"
+    rel: in-district
+    area_weight: 0.0734
+  - to: "us/states/la/districts/house/31"
+    rel: in-district
+    area_weight: 0.0272
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2574 |
 | Bachelor's or higher | 8194 |
 
+## Districts
+
+- [LA-03](/us/states/la/districts/03.md) — 85% (congressional)
+- [LA Senate District 26](/us/states/la/districts/senate/26.md) — 85% (state senate)
+- [LA House District 47](/us/states/la/districts/house/47.md) — 74% (state house)
+- [LA House District 49](/us/states/la/districts/house/49.md) — 7% (state house)
+- [LA House District 31](/us/states/la/districts/house/31.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/vernon-parish/index.md b/data/jurisdictions/us/states/la/counties/vernon-parish/index.md
index 30ef00bc48..d0e0087a60 100644
--- a/data/jurisdictions/us/states/la/counties/vernon-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/vernon-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 470
   hispanic: 4446
   bachelors_plus: 7448
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/la/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/la/districts/house/24"
+    rel: in-district
+    area_weight: 0.8251
+  - to: "us/states/la/districts/house/30"
+    rel: in-district
+    area_weight: 0.1747
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4446 |
 | Bachelor's or higher | 7448 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 30](/us/states/la/districts/senate/30.md) — 100% (state senate)
+- [LA House District 24](/us/states/la/districts/house/24.md) — 83% (state house)
+- [LA House District 30](/us/states/la/districts/house/30.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/washington-parish/index.md b/data/jurisdictions/us/states/la/counties/washington-parish/index.md
index d257d53f2c..25122e9c9b 100644
--- a/data/jurisdictions/us/states/la/counties/washington-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/washington-parish/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 224
   hispanic: 1508
   bachelors_plus: 5156
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/la/districts/senate/12"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/la/districts/house/75"
+    rel: in-district
+    area_weight: 0.9988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1508 |
 | Bachelor's or higher | 5156 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 12](/us/states/la/districts/senate/12.md) — 100% (state senate)
+- [LA House District 75](/us/states/la/districts/house/75.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/webster-parish/index.md b/data/jurisdictions/us/states/la/counties/webster-parish/index.md
index 4aced1c7bd..932ea1b90f 100644
--- a/data/jurisdictions/us/states/la/counties/webster-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/webster-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 120
   hispanic: 841
   bachelors_plus: 4281
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/la/districts/senate/36"
+    rel: in-district
+    area_weight: 0.5463
+  - to: "us/states/la/districts/senate/33"
+    rel: in-district
+    area_weight: 0.2749
+  - to: "us/states/la/districts/senate/31"
+    rel: in-district
+    area_weight: 0.1787
+  - to: "us/states/la/districts/house/10"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 841 |
 | Bachelor's or higher | 4281 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 36](/us/states/la/districts/senate/36.md) — 55% (state senate)
+- [LA Senate District 33](/us/states/la/districts/senate/33.md) — 27% (state senate)
+- [LA Senate District 31](/us/states/la/districts/senate/31.md) — 18% (state senate)
+- [LA House District 10](/us/states/la/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/west-baton-rouge-parish/index.md b/data/jurisdictions/us/states/la/counties/west-baton-rouge-parish/index.md
index 1a7cea3354..521431ab4b 100644
--- a/data/jurisdictions/us/states/la/counties/west-baton-rouge-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/west-baton-rouge-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 7
   hispanic: 1279
   bachelors_plus: 5804
+districts:
+  - to: "us/states/la/districts/06"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/la/districts/senate/17"
+    rel: in-district
+    area_weight: 0.8573
+  - to: "us/states/la/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1426
+  - to: "us/states/la/districts/house/18"
+    rel: in-district
+    area_weight: 0.7436
+  - to: "us/states/la/districts/house/29"
+    rel: in-district
+    area_weight: 0.2563
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1279 |
 | Bachelor's or higher | 5804 |
 
+## Districts
+
+- [LA-06](/us/states/la/districts/06.md) — 100% (congressional)
+- [LA Senate District 17](/us/states/la/districts/senate/17.md) — 86% (state senate)
+- [LA Senate District 2](/us/states/la/districts/senate/2.md) — 14% (state senate)
+- [LA House District 18](/us/states/la/districts/house/18.md) — 74% (state house)
+- [LA House District 29](/us/states/la/districts/house/29.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/west-carroll-parish/index.md b/data/jurisdictions/us/states/la/counties/west-carroll-parish/index.md
index eec5b5f70b..a37e909a8f 100644
--- a/data/jurisdictions/us/states/la/counties/west-carroll-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/west-carroll-parish/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 353
   bachelors_plus: 1375
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/la/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/la/districts/house/19"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 353 |
 | Bachelor's or higher | 1375 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 33](/us/states/la/districts/senate/33.md) — 100% (state senate)
+- [LA House District 19](/us/states/la/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/west-feliciana-parish/index.md b/data/jurisdictions/us/states/la/counties/west-feliciana-parish/index.md
index ae1afbaa61..0b02110252 100644
--- a/data/jurisdictions/us/states/la/counties/west-feliciana-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/west-feliciana-parish/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 71
   hispanic: 626
   bachelors_plus: 3374
+districts:
+  - to: "us/states/la/districts/05"
+    rel: in-district
+    area_weight: 0.9959
+  - to: "us/states/la/districts/senate/32"
+    rel: in-district
+    area_weight: 0.8853
+  - to: "us/states/la/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1147
+  - to: "us/states/la/districts/house/18"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 626 |
 | Bachelor's or higher | 3374 |
 
+## Districts
+
+- [LA-05](/us/states/la/districts/05.md) — 100% (congressional)
+- [LA Senate District 32](/us/states/la/districts/senate/32.md) — 89% (state senate)
+- [LA Senate District 17](/us/states/la/districts/senate/17.md) — 11% (state senate)
+- [LA House District 18](/us/states/la/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/counties/winn-parish/index.md b/data/jurisdictions/us/states/la/counties/winn-parish/index.md
index 5f6eef85e9..f6ccbd9ba2 100644
--- a/data/jurisdictions/us/states/la/counties/winn-parish/index.md
+++ b/data/jurisdictions/us/states/la/counties/winn-parish/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2
   hispanic: 1054
   bachelors_plus: 1827
+districts:
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/la/districts/senate/35"
+    rel: in-district
+    area_weight: 0.4124
+  - to: "us/states/la/districts/senate/29"
+    rel: in-district
+    area_weight: 0.331
+  - to: "us/states/la/districts/senate/31"
+    rel: in-district
+    area_weight: 0.2565
+  - to: "us/states/la/districts/house/13"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, la]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1054 |
 | Bachelor's or higher | 1827 |
 
+## Districts
+
+- [LA-04](/us/states/la/districts/04.md) — 100% (congressional)
+- [LA Senate District 35](/us/states/la/districts/senate/35.md) — 41% (state senate)
+- [LA Senate District 29](/us/states/la/districts/senate/29.md) — 33% (state senate)
+- [LA Senate District 31](/us/states/la/districts/senate/31.md) — 26% (state senate)
+- [LA House District 13](/us/states/la/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/la/districts/01.md b/data/jurisdictions/us/states/la/districts/01.md
index 12b33929a9..440e8f81aa 100644
--- a/data/jurisdictions/us/states/la/districts/01.md
+++ b/data/jurisdictions/us/states/la/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 208635
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, la]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/la/districts/02.md b/data/jurisdictions/us/states/la/districts/02.md
index 66f952df87..b67a7286f4 100644
--- a/data/jurisdictions/us/states/la/districts/02.md
+++ b/data/jurisdictions/us/states/la/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 145766
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, la]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/la/districts/03.md b/data/jurisdictions/us/states/la/districts/03.md
index 88ee1e6541..cf58ec9829 100644
--- a/data/jurisdictions/us/states/la/districts/03.md
+++ b/data/jurisdictions/us/states/la/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 131141
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, la]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/la/districts/04.md b/data/jurisdictions/us/states/la/districts/04.md
index a17ed216d1..d3e1f8bfe9 100644
--- a/data/jurisdictions/us/states/la/districts/04.md
+++ b/data/jurisdictions/us/states/la/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 129968
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, la]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/la/districts/05.md b/data/jurisdictions/us/states/la/districts/05.md
index 2cd1a1bf0e..591f19a3c2 100644
--- a/data/jurisdictions/us/states/la/districts/05.md
+++ b/data/jurisdictions/us/states/la/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 135223
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, la]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/la/districts/06.md b/data/jurisdictions/us/states/la/districts/06.md
index d081bb9804..123d5439b8 100644
--- a/data/jurisdictions/us/states/la/districts/06.md
+++ b/data/jurisdictions/us/states/la/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 116778
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, la]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/la/districts/house/1.md b/data/jurisdictions/us/states/la/districts/house/1.md
new file mode 100644
index 0000000000..66baee4dbb
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 1"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 1
+
+State House district 1 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/10.md b/data/jurisdictions/us/states/la/districts/house/10.md
new file mode 100644
index 0000000000..e05a0e6197
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 10"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 10
+
+State House district 10 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/100.md b/data/jurisdictions/us/states/la/districts/house/100.md
new file mode 100644
index 0000000000..947db298b6
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 100"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 100
+
+State House district 100 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/101.md b/data/jurisdictions/us/states/la/districts/house/101.md
new file mode 100644
index 0000000000..3dd1e73b55
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 101"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 101
+
+State House district 101 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/102.md b/data/jurisdictions/us/states/la/districts/house/102.md
new file mode 100644
index 0000000000..adaac1c482
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 102"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 102
+
+State House district 102 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/103.md b/data/jurisdictions/us/states/la/districts/house/103.md
new file mode 100644
index 0000000000..ae88064de5
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 103"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 103
+
+State House district 103 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/104.md b/data/jurisdictions/us/states/la/districts/house/104.md
new file mode 100644
index 0000000000..a6264b4b02
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 104"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 104
+
+State House district 104 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/105.md b/data/jurisdictions/us/states/la/districts/house/105.md
new file mode 100644
index 0000000000..e73c71353b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 105"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 105
+
+State House district 105 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/11.md b/data/jurisdictions/us/states/la/districts/house/11.md
new file mode 100644
index 0000000000..fc648b9adf
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 11"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 11
+
+State House district 11 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/12.md b/data/jurisdictions/us/states/la/districts/house/12.md
new file mode 100644
index 0000000000..4299a26452
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 12"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 12
+
+State House district 12 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/13.md b/data/jurisdictions/us/states/la/districts/house/13.md
new file mode 100644
index 0000000000..13f49ec458
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 13"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 13
+
+State House district 13 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/14.md b/data/jurisdictions/us/states/la/districts/house/14.md
new file mode 100644
index 0000000000..7cf0ff8fb2
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 14"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 14
+
+State House district 14 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/15.md b/data/jurisdictions/us/states/la/districts/house/15.md
new file mode 100644
index 0000000000..f0497183ef
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 15"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 15
+
+State House district 15 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/16.md b/data/jurisdictions/us/states/la/districts/house/16.md
new file mode 100644
index 0000000000..b678fc82a3
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 16"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 16
+
+State House district 16 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/17.md b/data/jurisdictions/us/states/la/districts/house/17.md
new file mode 100644
index 0000000000..190d616160
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 17"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 17
+
+State House district 17 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/18.md b/data/jurisdictions/us/states/la/districts/house/18.md
new file mode 100644
index 0000000000..e80bca8ad1
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 18"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 18
+
+State House district 18 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/19.md b/data/jurisdictions/us/states/la/districts/house/19.md
new file mode 100644
index 0000000000..a6206d811b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 19"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 19
+
+State House district 19 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/2.md b/data/jurisdictions/us/states/la/districts/house/2.md
new file mode 100644
index 0000000000..e5db75d9ca
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 2"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 2
+
+State House district 2 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/20.md b/data/jurisdictions/us/states/la/districts/house/20.md
new file mode 100644
index 0000000000..0030fe0084
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 20"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 20
+
+State House district 20 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/21.md b/data/jurisdictions/us/states/la/districts/house/21.md
new file mode 100644
index 0000000000..007e7602fc
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 21"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 21
+
+State House district 21 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/22.md b/data/jurisdictions/us/states/la/districts/house/22.md
new file mode 100644
index 0000000000..2da7c95f70
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 22"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 22
+
+State House district 22 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/23.md b/data/jurisdictions/us/states/la/districts/house/23.md
new file mode 100644
index 0000000000..3d12e4493d
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 23"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 23
+
+State House district 23 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/24.md b/data/jurisdictions/us/states/la/districts/house/24.md
new file mode 100644
index 0000000000..6ac24f72a5
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 24"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 24
+
+State House district 24 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/25.md b/data/jurisdictions/us/states/la/districts/house/25.md
new file mode 100644
index 0000000000..547a9e92d5
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 25"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 25
+
+State House district 25 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/26.md b/data/jurisdictions/us/states/la/districts/house/26.md
new file mode 100644
index 0000000000..c958e18286
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 26"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 26
+
+State House district 26 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/27.md b/data/jurisdictions/us/states/la/districts/house/27.md
new file mode 100644
index 0000000000..53267b0c8a
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 27"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 27
+
+State House district 27 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/28.md b/data/jurisdictions/us/states/la/districts/house/28.md
new file mode 100644
index 0000000000..3765674bdc
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 28"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 28
+
+State House district 28 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/29.md b/data/jurisdictions/us/states/la/districts/house/29.md
new file mode 100644
index 0000000000..5c31f5de88
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 29"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 29
+
+State House district 29 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/3.md b/data/jurisdictions/us/states/la/districts/house/3.md
new file mode 100644
index 0000000000..c937f827e1
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 3"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 3
+
+State House district 3 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/30.md b/data/jurisdictions/us/states/la/districts/house/30.md
new file mode 100644
index 0000000000..6a69acc7eb
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 30"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 30
+
+State House district 30 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/31.md b/data/jurisdictions/us/states/la/districts/house/31.md
new file mode 100644
index 0000000000..c77bcae6d9
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 31"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 31
+
+State House district 31 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/32.md b/data/jurisdictions/us/states/la/districts/house/32.md
new file mode 100644
index 0000000000..d2b9e9bb12
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 32"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 32
+
+State House district 32 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/33.md b/data/jurisdictions/us/states/la/districts/house/33.md
new file mode 100644
index 0000000000..152410c87d
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 33"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 33
+
+State House district 33 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/34.md b/data/jurisdictions/us/states/la/districts/house/34.md
new file mode 100644
index 0000000000..36987896cb
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 34"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 34
+
+State House district 34 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/35.md b/data/jurisdictions/us/states/la/districts/house/35.md
new file mode 100644
index 0000000000..e2048cbe98
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 35"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 35
+
+State House district 35 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/36.md b/data/jurisdictions/us/states/la/districts/house/36.md
new file mode 100644
index 0000000000..a740561266
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 36"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 36
+
+State House district 36 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/37.md b/data/jurisdictions/us/states/la/districts/house/37.md
new file mode 100644
index 0000000000..8d7d75b775
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 37"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 37
+
+State House district 37 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/38.md b/data/jurisdictions/us/states/la/districts/house/38.md
new file mode 100644
index 0000000000..7809b5c9d4
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 38"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 38
+
+State House district 38 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/39.md b/data/jurisdictions/us/states/la/districts/house/39.md
new file mode 100644
index 0000000000..56a13788a3
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 39"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 39
+
+State House district 39 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/4.md b/data/jurisdictions/us/states/la/districts/house/4.md
new file mode 100644
index 0000000000..8666032ea2
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 4"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 4
+
+State House district 4 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/40.md b/data/jurisdictions/us/states/la/districts/house/40.md
new file mode 100644
index 0000000000..5a8afc6680
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 40"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 40
+
+State House district 40 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/41.md b/data/jurisdictions/us/states/la/districts/house/41.md
new file mode 100644
index 0000000000..226d6e9952
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 41"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 41
+
+State House district 41 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/42.md b/data/jurisdictions/us/states/la/districts/house/42.md
new file mode 100644
index 0000000000..17b9de8124
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 42"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 42
+
+State House district 42 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/43.md b/data/jurisdictions/us/states/la/districts/house/43.md
new file mode 100644
index 0000000000..c679ef06ae
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 43"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 43
+
+State House district 43 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/44.md b/data/jurisdictions/us/states/la/districts/house/44.md
new file mode 100644
index 0000000000..f7fc11d923
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 44"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 44
+
+State House district 44 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/45.md b/data/jurisdictions/us/states/la/districts/house/45.md
new file mode 100644
index 0000000000..d765e7aeb9
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 45"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 45
+
+State House district 45 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/46.md b/data/jurisdictions/us/states/la/districts/house/46.md
new file mode 100644
index 0000000000..d1ce30b3de
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 46"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 46
+
+State House district 46 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/47.md b/data/jurisdictions/us/states/la/districts/house/47.md
new file mode 100644
index 0000000000..e1d6e6bad2
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 47"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 47
+
+State House district 47 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/48.md b/data/jurisdictions/us/states/la/districts/house/48.md
new file mode 100644
index 0000000000..2af35a45cb
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 48"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 48
+
+State House district 48 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/49.md b/data/jurisdictions/us/states/la/districts/house/49.md
new file mode 100644
index 0000000000..b6077299f7
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 49"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 49
+
+State House district 49 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/5.md b/data/jurisdictions/us/states/la/districts/house/5.md
new file mode 100644
index 0000000000..170b51d70b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 5"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 5
+
+State House district 5 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/50.md b/data/jurisdictions/us/states/la/districts/house/50.md
new file mode 100644
index 0000000000..3f67ef1821
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 50"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 50
+
+State House district 50 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/51.md b/data/jurisdictions/us/states/la/districts/house/51.md
new file mode 100644
index 0000000000..a1ccca6f03
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 51"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 51
+
+State House district 51 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/52.md b/data/jurisdictions/us/states/la/districts/house/52.md
new file mode 100644
index 0000000000..e600a17485
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 52"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 52
+
+State House district 52 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/53.md b/data/jurisdictions/us/states/la/districts/house/53.md
new file mode 100644
index 0000000000..164ddd82e0
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 53"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 53
+
+State House district 53 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/54.md b/data/jurisdictions/us/states/la/districts/house/54.md
new file mode 100644
index 0000000000..aea93f13c2
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 54"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 54
+
+State House district 54 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/55.md b/data/jurisdictions/us/states/la/districts/house/55.md
new file mode 100644
index 0000000000..1c2797bae8
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 55"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 55
+
+State House district 55 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/56.md b/data/jurisdictions/us/states/la/districts/house/56.md
new file mode 100644
index 0000000000..a9409965b5
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 56"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 56
+
+State House district 56 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/57.md b/data/jurisdictions/us/states/la/districts/house/57.md
new file mode 100644
index 0000000000..93bce0ff1b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 57"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 57
+
+State House district 57 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/58.md b/data/jurisdictions/us/states/la/districts/house/58.md
new file mode 100644
index 0000000000..ef097b15d6
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 58"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 58
+
+State House district 58 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/59.md b/data/jurisdictions/us/states/la/districts/house/59.md
new file mode 100644
index 0000000000..5e29378634
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 59"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 59
+
+State House district 59 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/6.md b/data/jurisdictions/us/states/la/districts/house/6.md
new file mode 100644
index 0000000000..e4f1d3b1e1
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 6"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 6
+
+State House district 6 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/60.md b/data/jurisdictions/us/states/la/districts/house/60.md
new file mode 100644
index 0000000000..d1689d00e9
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 60"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 60
+
+State House district 60 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/61.md b/data/jurisdictions/us/states/la/districts/house/61.md
new file mode 100644
index 0000000000..2702bed88b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 61"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 61
+
+State House district 61 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/62.md b/data/jurisdictions/us/states/la/districts/house/62.md
new file mode 100644
index 0000000000..107b528cfd
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 62"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 62
+
+State House district 62 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/63.md b/data/jurisdictions/us/states/la/districts/house/63.md
new file mode 100644
index 0000000000..82ce270358
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 63"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 63
+
+State House district 63 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/64.md b/data/jurisdictions/us/states/la/districts/house/64.md
new file mode 100644
index 0000000000..9d6bb1d23c
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 64"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 64
+
+State House district 64 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/65.md b/data/jurisdictions/us/states/la/districts/house/65.md
new file mode 100644
index 0000000000..a00da7bb70
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 65"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 65
+
+State House district 65 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/66.md b/data/jurisdictions/us/states/la/districts/house/66.md
new file mode 100644
index 0000000000..05c3db508a
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 66"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 66
+
+State House district 66 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/67.md b/data/jurisdictions/us/states/la/districts/house/67.md
new file mode 100644
index 0000000000..fb05b57782
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 67"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 67
+
+State House district 67 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/68.md b/data/jurisdictions/us/states/la/districts/house/68.md
new file mode 100644
index 0000000000..7bf4e13bbb
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 68"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 68
+
+State House district 68 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/69.md b/data/jurisdictions/us/states/la/districts/house/69.md
new file mode 100644
index 0000000000..4da406a132
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 69"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 69
+
+State House district 69 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/7.md b/data/jurisdictions/us/states/la/districts/house/7.md
new file mode 100644
index 0000000000..63c5624838
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 7"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 7
+
+State House district 7 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/70.md b/data/jurisdictions/us/states/la/districts/house/70.md
new file mode 100644
index 0000000000..653989aae9
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 70"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 70
+
+State House district 70 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/71.md b/data/jurisdictions/us/states/la/districts/house/71.md
new file mode 100644
index 0000000000..36115ab396
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 71"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 71
+
+State House district 71 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/72.md b/data/jurisdictions/us/states/la/districts/house/72.md
new file mode 100644
index 0000000000..7495a3ae56
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 72"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 72
+
+State House district 72 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/73.md b/data/jurisdictions/us/states/la/districts/house/73.md
new file mode 100644
index 0000000000..4e05cfd4d7
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 73"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 73
+
+State House district 73 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/74.md b/data/jurisdictions/us/states/la/districts/house/74.md
new file mode 100644
index 0000000000..525c4eca8d
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 74"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 74
+
+State House district 74 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/75.md b/data/jurisdictions/us/states/la/districts/house/75.md
new file mode 100644
index 0000000000..1f04d5322d
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 75"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 75
+
+State House district 75 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/76.md b/data/jurisdictions/us/states/la/districts/house/76.md
new file mode 100644
index 0000000000..83f13de867
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 76"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 76
+
+State House district 76 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/77.md b/data/jurisdictions/us/states/la/districts/house/77.md
new file mode 100644
index 0000000000..61f565a382
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 77"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 77
+
+State House district 77 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/78.md b/data/jurisdictions/us/states/la/districts/house/78.md
new file mode 100644
index 0000000000..8490231c47
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 78"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 78
+
+State House district 78 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/79.md b/data/jurisdictions/us/states/la/districts/house/79.md
new file mode 100644
index 0000000000..b480a1f956
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 79"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 79
+
+State House district 79 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/8.md b/data/jurisdictions/us/states/la/districts/house/8.md
new file mode 100644
index 0000000000..786e79ed38
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 8"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 8
+
+State House district 8 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/80.md b/data/jurisdictions/us/states/la/districts/house/80.md
new file mode 100644
index 0000000000..2f4a8bf53b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 80"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 80
+
+State House district 80 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/81.md b/data/jurisdictions/us/states/la/districts/house/81.md
new file mode 100644
index 0000000000..1c2463017c
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 81"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 81
+
+State House district 81 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/82.md b/data/jurisdictions/us/states/la/districts/house/82.md
new file mode 100644
index 0000000000..67de7e4b9d
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 82"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 82
+
+State House district 82 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/83.md b/data/jurisdictions/us/states/la/districts/house/83.md
new file mode 100644
index 0000000000..312392ce29
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 83"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 83
+
+State House district 83 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/84.md b/data/jurisdictions/us/states/la/districts/house/84.md
new file mode 100644
index 0000000000..03de7b7260
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 84"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 84
+
+State House district 84 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/85.md b/data/jurisdictions/us/states/la/districts/house/85.md
new file mode 100644
index 0000000000..a1e14c1507
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 85"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 85
+
+State House district 85 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/86.md b/data/jurisdictions/us/states/la/districts/house/86.md
new file mode 100644
index 0000000000..291ef356d1
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 86"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 86
+
+State House district 86 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/87.md b/data/jurisdictions/us/states/la/districts/house/87.md
new file mode 100644
index 0000000000..c18a57d8b7
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 87"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 87
+
+State House district 87 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/88.md b/data/jurisdictions/us/states/la/districts/house/88.md
new file mode 100644
index 0000000000..12df1dd690
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 88"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 88
+
+State House district 88 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/89.md b/data/jurisdictions/us/states/la/districts/house/89.md
new file mode 100644
index 0000000000..d383ed7ff8
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 89"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 89
+
+State House district 89 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/9.md b/data/jurisdictions/us/states/la/districts/house/9.md
new file mode 100644
index 0000000000..cca798fa89
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 9"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 9
+
+State House district 9 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/90.md b/data/jurisdictions/us/states/la/districts/house/90.md
new file mode 100644
index 0000000000..bf479a9adc
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 90"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 90
+
+State House district 90 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/91.md b/data/jurisdictions/us/states/la/districts/house/91.md
new file mode 100644
index 0000000000..e8008706bb
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 91"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 91
+
+State House district 91 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/92.md b/data/jurisdictions/us/states/la/districts/house/92.md
new file mode 100644
index 0000000000..967d42064b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 92"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 92
+
+State House district 92 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/93.md b/data/jurisdictions/us/states/la/districts/house/93.md
new file mode 100644
index 0000000000..a6866337ff
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 93"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 93
+
+State House district 93 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/94.md b/data/jurisdictions/us/states/la/districts/house/94.md
new file mode 100644
index 0000000000..205e7cc33d
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 94"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 94
+
+State House district 94 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/95.md b/data/jurisdictions/us/states/la/districts/house/95.md
new file mode 100644
index 0000000000..800b62d1ad
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 95"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 95
+
+State House district 95 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/96.md b/data/jurisdictions/us/states/la/districts/house/96.md
new file mode 100644
index 0000000000..e90af28835
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 96"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 96
+
+State House district 96 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/97.md b/data/jurisdictions/us/states/la/districts/house/97.md
new file mode 100644
index 0000000000..fa69747ad7
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 97"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 97
+
+State House district 97 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/98.md b/data/jurisdictions/us/states/la/districts/house/98.md
new file mode 100644
index 0000000000..4d38ef4824
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 98"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 98
+
+State House district 98 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/house/99.md b/data/jurisdictions/us/states/la/districts/house/99.md
new file mode 100644
index 0000000000..4dfacbb3f3
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA House District 99"
+classification: state-house-district
+state: "LA"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA House District 99
+
+State House district 99 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/1.md b/data/jurisdictions/us/states/la/districts/senate/1.md
new file mode 100644
index 0000000000..db5f3c68ff
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 1"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 1
+
+State Senate district 1 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/10.md b/data/jurisdictions/us/states/la/districts/senate/10.md
new file mode 100644
index 0000000000..c7ea8c9e0b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 10"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 10
+
+State Senate district 10 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/11.md b/data/jurisdictions/us/states/la/districts/senate/11.md
new file mode 100644
index 0000000000..9cbd42f40c
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 11"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 11
+
+State Senate district 11 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/12.md b/data/jurisdictions/us/states/la/districts/senate/12.md
new file mode 100644
index 0000000000..14252f2e7d
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 12"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 12
+
+State Senate district 12 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/13.md b/data/jurisdictions/us/states/la/districts/senate/13.md
new file mode 100644
index 0000000000..1935272e63
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 13"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 13
+
+State Senate district 13 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/14.md b/data/jurisdictions/us/states/la/districts/senate/14.md
new file mode 100644
index 0000000000..6d6c26e059
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 14"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 14
+
+State Senate district 14 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/15.md b/data/jurisdictions/us/states/la/districts/senate/15.md
new file mode 100644
index 0000000000..11363f9707
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 15"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 15
+
+State Senate district 15 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/16.md b/data/jurisdictions/us/states/la/districts/senate/16.md
new file mode 100644
index 0000000000..ebb3b21061
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 16"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 16
+
+State Senate district 16 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/17.md b/data/jurisdictions/us/states/la/districts/senate/17.md
new file mode 100644
index 0000000000..100d6b4b18
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 17"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 17
+
+State Senate district 17 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/18.md b/data/jurisdictions/us/states/la/districts/senate/18.md
new file mode 100644
index 0000000000..83a6d8e18b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 18"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 18
+
+State Senate district 18 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/19.md b/data/jurisdictions/us/states/la/districts/senate/19.md
new file mode 100644
index 0000000000..a7378d61ef
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 19"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 19
+
+State Senate district 19 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/2.md b/data/jurisdictions/us/states/la/districts/senate/2.md
new file mode 100644
index 0000000000..7d2ef436ad
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 2"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 2
+
+State Senate district 2 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/20.md b/data/jurisdictions/us/states/la/districts/senate/20.md
new file mode 100644
index 0000000000..ac4b7ea46d
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 20"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 20
+
+State Senate district 20 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/21.md b/data/jurisdictions/us/states/la/districts/senate/21.md
new file mode 100644
index 0000000000..dcbeb40717
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 21"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 21
+
+State Senate district 21 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/22.md b/data/jurisdictions/us/states/la/districts/senate/22.md
new file mode 100644
index 0000000000..f170fc728c
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 22"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 22
+
+State Senate district 22 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/23.md b/data/jurisdictions/us/states/la/districts/senate/23.md
new file mode 100644
index 0000000000..2168fa56dd
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 23"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 23
+
+State Senate district 23 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/24.md b/data/jurisdictions/us/states/la/districts/senate/24.md
new file mode 100644
index 0000000000..c78a638eaf
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 24"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 24
+
+State Senate district 24 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/25.md b/data/jurisdictions/us/states/la/districts/senate/25.md
new file mode 100644
index 0000000000..82b022a618
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 25"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 25
+
+State Senate district 25 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/26.md b/data/jurisdictions/us/states/la/districts/senate/26.md
new file mode 100644
index 0000000000..dd73cc37c5
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 26"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 26
+
+State Senate district 26 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/27.md b/data/jurisdictions/us/states/la/districts/senate/27.md
new file mode 100644
index 0000000000..6cca97bd1a
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 27"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 27
+
+State Senate district 27 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/28.md b/data/jurisdictions/us/states/la/districts/senate/28.md
new file mode 100644
index 0000000000..8320d6be61
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 28"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 28
+
+State Senate district 28 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/29.md b/data/jurisdictions/us/states/la/districts/senate/29.md
new file mode 100644
index 0000000000..96a8b3d337
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 29"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 29
+
+State Senate district 29 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/3.md b/data/jurisdictions/us/states/la/districts/senate/3.md
new file mode 100644
index 0000000000..c758dd9116
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 3"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 3
+
+State Senate district 3 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/30.md b/data/jurisdictions/us/states/la/districts/senate/30.md
new file mode 100644
index 0000000000..7234cb9553
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 30"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 30
+
+State Senate district 30 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/31.md b/data/jurisdictions/us/states/la/districts/senate/31.md
new file mode 100644
index 0000000000..8f72f35ab5
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 31"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 31
+
+State Senate district 31 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/32.md b/data/jurisdictions/us/states/la/districts/senate/32.md
new file mode 100644
index 0000000000..d970f705ea
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 32"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 32
+
+State Senate district 32 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/33.md b/data/jurisdictions/us/states/la/districts/senate/33.md
new file mode 100644
index 0000000000..8d9a00945b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 33"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 33
+
+State Senate district 33 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/34.md b/data/jurisdictions/us/states/la/districts/senate/34.md
new file mode 100644
index 0000000000..23bcfabfc8
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 34"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 34
+
+State Senate district 34 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/35.md b/data/jurisdictions/us/states/la/districts/senate/35.md
new file mode 100644
index 0000000000..165cfbf9ab
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 35"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 35
+
+State Senate district 35 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/36.md b/data/jurisdictions/us/states/la/districts/senate/36.md
new file mode 100644
index 0000000000..e121df7797
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 36"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 36
+
+State Senate district 36 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/37.md b/data/jurisdictions/us/states/la/districts/senate/37.md
new file mode 100644
index 0000000000..dfddb1b23e
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 37"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 37
+
+State Senate district 37 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/38.md b/data/jurisdictions/us/states/la/districts/senate/38.md
new file mode 100644
index 0000000000..a11f42bf2b
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 38"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 38
+
+State Senate district 38 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/39.md b/data/jurisdictions/us/states/la/districts/senate/39.md
new file mode 100644
index 0000000000..49652977e3
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 39"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 39
+
+State Senate district 39 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/4.md b/data/jurisdictions/us/states/la/districts/senate/4.md
new file mode 100644
index 0000000000..9fba01bb21
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 4"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 4
+
+State Senate district 4 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/5.md b/data/jurisdictions/us/states/la/districts/senate/5.md
new file mode 100644
index 0000000000..e4d8e7bb9f
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 5"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 5
+
+State Senate district 5 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/6.md b/data/jurisdictions/us/states/la/districts/senate/6.md
new file mode 100644
index 0000000000..d0aa86f86f
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 6"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 6
+
+State Senate district 6 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/7.md b/data/jurisdictions/us/states/la/districts/senate/7.md
new file mode 100644
index 0000000000..b1e44841e3
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 7"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 7
+
+State Senate district 7 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/8.md b/data/jurisdictions/us/states/la/districts/senate/8.md
new file mode 100644
index 0000000000..67f64669c1
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 8"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 8
+
+State Senate district 8 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/districts/senate/9.md b/data/jurisdictions/us/states/la/districts/senate/9.md
new file mode 100644
index 0000000000..5b39a352bc
--- /dev/null
+++ b/data/jurisdictions/us/states/la/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "LA Senate District 9"
+classification: state-senate-district
+state: "LA"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, la]
+timestamp: "2026-07-03"
+---
+
+# LA Senate District 9
+
+State Senate district 9 (LA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/la/people/adam-bass.md b/data/jurisdictions/us/states/la/people/adam-bass.md
index b21e774fa9..fc8af4daa8 100644
--- a/data/jurisdictions/us/states/la/people/adam-bass.md
+++ b/data/jurisdictions/us/states/la/people/adam-bass.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 36"
+represents: "us/states/la/districts/senate/36"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 36 (LA State Senate District 36).
 
+Represents [LA State Senate District 36](/us/states/la/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/adrian-fisher.md b/data/jurisdictions/us/states/la/people/adrian-fisher.md
index e12cddfb99..98af591053 100644
--- a/data/jurisdictions/us/states/la/people/adrian-fisher.md
+++ b/data/jurisdictions/us/states/la/people/adrian-fisher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 16"
+represents: "us/states/la/districts/house/16"
 tenure:
   start: "2021-12-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 16 (LA State House of Representatives District 16).
 
+Represents [LA State House of Representatives District 16](/us/states/la/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/aimee-freeman.md b/data/jurisdictions/us/states/la/people/aimee-freeman.md
index fb444efc74..88d58dfa52 100644
--- a/data/jurisdictions/us/states/la/people/aimee-freeman.md
+++ b/data/jurisdictions/us/states/la/people/aimee-freeman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 98"
+represents: "us/states/la/districts/house/98"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 98 (LA State House of Representatives District 98).
 
+Represents [LA State House of Representatives District 98](/us/states/la/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/alan-seabaugh.md b/data/jurisdictions/us/states/la/people/alan-seabaugh.md
index 04af70656f..51412d4a1a 100644
--- a/data/jurisdictions/us/states/la/people/alan-seabaugh.md
+++ b/data/jurisdictions/us/states/la/people/alan-seabaugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 31"
+represents: "us/states/la/districts/senate/31"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 31 (LA State Senate District 31).
 
+Represents [LA State Senate District 31](/us/states/la/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/alonzo-knox.md b/data/jurisdictions/us/states/la/people/alonzo-knox.md
index 33995cda71..faba8d6e26 100644
--- a/data/jurisdictions/us/states/la/people/alonzo-knox.md
+++ b/data/jurisdictions/us/states/la/people/alonzo-knox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 93"
+represents: "us/states/la/districts/house/93"
 tenure:
   start: "2023-04-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 93 (LA State House of Representatives District 93).
 
+Represents [LA State House of Representatives District 93](/us/states/la/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/annie-spell.md b/data/jurisdictions/us/states/la/people/annie-spell.md
index 75e5c8a463..e7f67c0941 100644
--- a/data/jurisdictions/us/states/la/people/annie-spell.md
+++ b/data/jurisdictions/us/states/la/people/annie-spell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 45"
+represents: "us/states/la/districts/house/45"
 tenure:
   start: "2025-04-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 45 (LA State House of Representatives District 45).
 
+Represents [LA State House of Representatives District 45](/us/states/la/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/barbara-carpenter.md b/data/jurisdictions/us/states/la/people/barbara-carpenter.md
index 70591f1738..d33842280a 100644
--- a/data/jurisdictions/us/states/la/people/barbara-carpenter.md
+++ b/data/jurisdictions/us/states/la/people/barbara-carpenter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 63"
+represents: "us/states/la/districts/house/63"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 63 (LA State House of Representatives District 63).
 
+Represents [LA State House of Representatives District 63](/us/states/la/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/barbara-freiberg.md b/data/jurisdictions/us/states/la/people/barbara-freiberg.md
index fd1dbc671d..9bd688cc49 100644
--- a/data/jurisdictions/us/states/la/people/barbara-freiberg.md
+++ b/data/jurisdictions/us/states/la/people/barbara-freiberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 70"
+represents: "us/states/la/districts/house/70"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 70 (LA State House of Representatives District 70).
 
+Represents [LA State House of Representatives District 70](/us/states/la/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/beau-beaullieu.md b/data/jurisdictions/us/states/la/people/beau-beaullieu.md
index fa5c8331c6..8c82a91739 100644
--- a/data/jurisdictions/us/states/la/people/beau-beaullieu.md
+++ b/data/jurisdictions/us/states/la/people/beau-beaullieu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 48"
+represents: "us/states/la/districts/house/48"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 48 (LA State House of Representatives District 48).
 
+Represents [LA State House of Representatives District 48](/us/states/la/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/beryl-amedee.md b/data/jurisdictions/us/states/la/people/beryl-amedee.md
index 1f0b9a5794..16885b2c06 100644
--- a/data/jurisdictions/us/states/la/people/beryl-amedee.md
+++ b/data/jurisdictions/us/states/la/people/beryl-amedee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 51"
+represents: "us/states/la/districts/house/51"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 51 (LA State House of Representatives District 51).
 
+Represents [LA State House of Representatives District 51](/us/states/la/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/beth-billings.md b/data/jurisdictions/us/states/la/people/beth-billings.md
index 4384e55f43..debd9281b7 100644
--- a/data/jurisdictions/us/states/la/people/beth-billings.md
+++ b/data/jurisdictions/us/states/la/people/beth-billings.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 56"
+represents: "us/states/la/districts/house/56"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 56 (LA State House of Representatives District 56).
 
+Represents [LA State House of Representatives District 56](/us/states/la/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/beth-mizell.md b/data/jurisdictions/us/states/la/people/beth-mizell.md
index 733a6cf374..868adf6dde 100644
--- a/data/jurisdictions/us/states/la/people/beth-mizell.md
+++ b/data/jurisdictions/us/states/la/people/beth-mizell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 12"
+represents: "us/states/la/districts/senate/12"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 12 (LA State Senate District 12).
 
+Represents [LA State Senate District 12](/us/states/la/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/bill-wheat.md b/data/jurisdictions/us/states/la/people/bill-wheat.md
index 77f76fde96..3cf6f5082e 100644
--- a/data/jurisdictions/us/states/la/people/bill-wheat.md
+++ b/data/jurisdictions/us/states/la/people/bill-wheat.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 37"
+represents: "us/states/la/districts/senate/37"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 37 (LA State Senate District 37).
 
+Represents [LA State Senate District 37](/us/states/la/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/blake-miguez.md b/data/jurisdictions/us/states/la/people/blake-miguez.md
index 2b9ce1a914..9c6d2cec06 100644
--- a/data/jurisdictions/us/states/la/people/blake-miguez.md
+++ b/data/jurisdictions/us/states/la/people/blake-miguez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 22"
+represents: "us/states/la/districts/senate/22"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 22 (LA State Senate District 22).
 
+Represents [LA State Senate District 22](/us/states/la/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/bob-hensgens.md b/data/jurisdictions/us/states/la/people/bob-hensgens.md
index 66850a50da..49dbf013ab 100644
--- a/data/jurisdictions/us/states/la/people/bob-hensgens.md
+++ b/data/jurisdictions/us/states/la/people/bob-hensgens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 26"
+represents: "us/states/la/districts/senate/26"
 tenure:
   start: "2018-12-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 26 (LA State Senate District 26).
 
+Represents [LA State Senate District 26](/us/states/la/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/bob-owen.md b/data/jurisdictions/us/states/la/people/bob-owen.md
index 6bbdf7d16e..d246513dd4 100644
--- a/data/jurisdictions/us/states/la/people/bob-owen.md
+++ b/data/jurisdictions/us/states/la/people/bob-owen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 1"
+represents: "us/states/la/districts/senate/1"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 1 (LA State Senate District 1).
 
+Represents [LA State Senate District 1](/us/states/la/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/brach-myers.md b/data/jurisdictions/us/states/la/people/brach-myers.md
index fddce1102b..ee057ffd54 100644
--- a/data/jurisdictions/us/states/la/people/brach-myers.md
+++ b/data/jurisdictions/us/states/la/people/brach-myers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 23"
+represents: "us/states/la/districts/senate/23"
 tenure:
   start: "2025-03-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 23 (LA State Senate District 23).
 
+Represents [LA State Senate District 23](/us/states/la/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/brett-geymann.md b/data/jurisdictions/us/states/la/people/brett-geymann.md
index 465383ef70..bda6caf1c3 100644
--- a/data/jurisdictions/us/states/la/people/brett-geymann.md
+++ b/data/jurisdictions/us/states/la/people/brett-geymann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 35"
+represents: "us/states/la/districts/house/35"
 tenure:
   start: "2021-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 35 (LA State House of Representatives District 35).
 
+Represents [LA State House of Representatives District 35](/us/states/la/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/brian-glorioso.md b/data/jurisdictions/us/states/la/people/brian-glorioso.md
index 3975ada565..a6d6960cba 100644
--- a/data/jurisdictions/us/states/la/people/brian-glorioso.md
+++ b/data/jurisdictions/us/states/la/people/brian-glorioso.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 90"
+represents: "us/states/la/districts/house/90"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 90 (LA State House of Representatives District 90).
 
+Represents [LA State House of Representatives District 90](/us/states/la/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/bryan-fontenot.md b/data/jurisdictions/us/states/la/people/bryan-fontenot.md
index a64dff99f8..d5b391b50d 100644
--- a/data/jurisdictions/us/states/la/people/bryan-fontenot.md
+++ b/data/jurisdictions/us/states/la/people/bryan-fontenot.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 55"
+represents: "us/states/la/districts/house/55"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 55 (LA State House of Representatives District 55).
 
+Represents [LA State House of Representatives District 55](/us/states/la/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/caleb-kleinpeter.md b/data/jurisdictions/us/states/la/people/caleb-kleinpeter.md
index 32e8c9b49d..6f31e92abe 100644
--- a/data/jurisdictions/us/states/la/people/caleb-kleinpeter.md
+++ b/data/jurisdictions/us/states/la/people/caleb-kleinpeter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 17"
+represents: "us/states/la/districts/senate/17"
 tenure:
   start: "2022-12-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 17 (LA State Senate District 17).
 
+Represents [LA State Senate District 17](/us/states/la/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/cameron-henry.md b/data/jurisdictions/us/states/la/people/cameron-henry.md
index 41dac5b965..1be016e309 100644
--- a/data/jurisdictions/us/states/la/people/cameron-henry.md
+++ b/data/jurisdictions/us/states/la/people/cameron-henry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 9"
+represents: "us/states/la/districts/senate/9"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 9 (LA State Senate District 9).
 
+Represents [LA State Senate District 9](/us/states/la/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/candace-newell.md b/data/jurisdictions/us/states/la/people/candace-newell.md
index a0e3a9c688..676c2da2a2 100644
--- a/data/jurisdictions/us/states/la/people/candace-newell.md
+++ b/data/jurisdictions/us/states/la/people/candace-newell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 99"
+represents: "us/states/la/districts/house/99"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 99 (LA State House of Representatives District 99).
 
+Represents [LA State House of Representatives District 99](/us/states/la/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/chad-boyer.md b/data/jurisdictions/us/states/la/people/chad-boyer.md
index 0f59198e33..8154f4ead4 100644
--- a/data/jurisdictions/us/states/la/people/chad-boyer.md
+++ b/data/jurisdictions/us/states/la/people/chad-boyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 46"
+represents: "us/states/la/districts/house/46"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 46 (LA State House of Representatives District 46).
 
+Represents [LA State House of Representatives District 46](/us/states/la/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/chance-henry.md b/data/jurisdictions/us/states/la/people/chance-henry.md
index c771eb8dcd..c9c87e0799 100644
--- a/data/jurisdictions/us/states/la/people/chance-henry.md
+++ b/data/jurisdictions/us/states/la/people/chance-henry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 42"
+represents: "us/states/la/districts/house/42"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 42 (LA State House of Representatives District 42).
 
+Represents [LA State House of Representatives District 42](/us/states/la/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/chasity-martinez.md b/data/jurisdictions/us/states/la/people/chasity-martinez.md
index 37b90fff72..85312dd17e 100644
--- a/data/jurisdictions/us/states/la/people/chasity-martinez.md
+++ b/data/jurisdictions/us/states/la/people/chasity-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 60"
+represents: "us/states/la/districts/house/60"
 tenure:
   start: "2026-03-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 60 (LA State House of Representatives District 60).
 
+Represents [LA State House of Representatives District 60](/us/states/la/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/chris-turner.md b/data/jurisdictions/us/states/la/people/chris-turner.md
index ee70c6acb7..71ecad5b08 100644
--- a/data/jurisdictions/us/states/la/people/chris-turner.md
+++ b/data/jurisdictions/us/states/la/people/chris-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 12"
+represents: "us/states/la/districts/house/12"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 12 (LA State House of Representatives District 12).
 
+Represents [LA State House of Representatives District 12](/us/states/la/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/chuck-owen.md b/data/jurisdictions/us/states/la/people/chuck-owen.md
index 0ca87f9329..4bcb9a72ac 100644
--- a/data/jurisdictions/us/states/la/people/chuck-owen.md
+++ b/data/jurisdictions/us/states/la/people/chuck-owen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 30"
+represents: "us/states/la/districts/house/30"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 30 (LA State House of Representatives District 30).
 
+Represents [LA State House of Representatives District 30](/us/states/la/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/dana-henry.md b/data/jurisdictions/us/states/la/people/dana-henry.md
index 4067d03690..6e959b980d 100644
--- a/data/jurisdictions/us/states/la/people/dana-henry.md
+++ b/data/jurisdictions/us/states/la/people/dana-henry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 100"
+represents: "us/states/la/districts/house/100"
 tenure:
   start: "2026-03-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 100 (LA State House of Representatives District 100).
 
+Represents [LA State House of Representatives District 100](/us/states/la/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/danny-mccormick.md b/data/jurisdictions/us/states/la/people/danny-mccormick.md
index 9627a4e0bc..1ef5fbc776 100644
--- a/data/jurisdictions/us/states/la/people/danny-mccormick.md
+++ b/data/jurisdictions/us/states/la/people/danny-mccormick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 1"
+represents: "us/states/la/districts/house/1"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 1 (LA State House of Representatives District 1).
 
+Represents [LA State House of Representatives District 1](/us/states/la/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/daryl-deshotel.md b/data/jurisdictions/us/states/la/people/daryl-deshotel.md
index f7a1853d06..16ba7a46c0 100644
--- a/data/jurisdictions/us/states/la/people/daryl-deshotel.md
+++ b/data/jurisdictions/us/states/la/people/daryl-deshotel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 28"
+represents: "us/states/la/districts/house/28"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 28 (LA State House of Representatives District 28).
 
+Represents [LA State House of Representatives District 28](/us/states/la/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/debbie-villio.md b/data/jurisdictions/us/states/la/people/debbie-villio.md
index e9628e4109..cf8ecfc278 100644
--- a/data/jurisdictions/us/states/la/people/debbie-villio.md
+++ b/data/jurisdictions/us/states/la/people/debbie-villio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 79"
+represents: "us/states/la/districts/house/79"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 79 (LA State House of Representatives District 79).
 
+Represents [LA State House of Representatives District 79](/us/states/la/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/delisha-boyd.md b/data/jurisdictions/us/states/la/people/delisha-boyd.md
index 0465847622..4df0371768 100644
--- a/data/jurisdictions/us/states/la/people/delisha-boyd.md
+++ b/data/jurisdictions/us/states/la/people/delisha-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 102"
+represents: "us/states/la/districts/house/102"
 tenure:
   start: "2021-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 102 (LA State House of Representatives District 102).
 
+Represents [LA State House of Representatives District 102](/us/states/la/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/denise-marcelle.md b/data/jurisdictions/us/states/la/people/denise-marcelle.md
index 38af17bc15..e87ccaebff 100644
--- a/data/jurisdictions/us/states/la/people/denise-marcelle.md
+++ b/data/jurisdictions/us/states/la/people/denise-marcelle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 61"
+represents: "us/states/la/districts/house/61"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 61 (LA State House of Representatives District 61).
 
+Represents [LA State House of Representatives District 61](/us/states/la/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/dennis-bamburg.md b/data/jurisdictions/us/states/la/people/dennis-bamburg.md
index 2909681ee4..b7558e6ade 100644
--- a/data/jurisdictions/us/states/la/people/dennis-bamburg.md
+++ b/data/jurisdictions/us/states/la/people/dennis-bamburg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 5"
+represents: "us/states/la/districts/house/5"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 5 (LA State House of Representatives District 5).
 
+Represents [LA State House of Representatives District 5](/us/states/la/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/dewith-carrier.md b/data/jurisdictions/us/states/la/people/dewith-carrier.md
index 72cddff5b5..6127ca391e 100644
--- a/data/jurisdictions/us/states/la/people/dewith-carrier.md
+++ b/data/jurisdictions/us/states/la/people/dewith-carrier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 32"
+represents: "us/states/la/districts/house/32"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 32 (LA State House of Representatives District 32).
 
+Represents [LA State House of Representatives District 32](/us/states/la/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/dixon-mcmakin.md b/data/jurisdictions/us/states/la/people/dixon-mcmakin.md
index 4890e82e34..34314ebb71 100644
--- a/data/jurisdictions/us/states/la/people/dixon-mcmakin.md
+++ b/data/jurisdictions/us/states/la/people/dixon-mcmakin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 68"
+represents: "us/states/la/districts/house/68"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 68 (LA State House of Representatives District 68).
 
+Represents [LA State House of Representatives District 68](/us/states/la/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/dodie-horton.md b/data/jurisdictions/us/states/la/people/dodie-horton.md
index 14d20049f4..bd9e8ccd10 100644
--- a/data/jurisdictions/us/states/la/people/dodie-horton.md
+++ b/data/jurisdictions/us/states/la/people/dodie-horton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 9"
+represents: "us/states/la/districts/house/9"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 9 (LA State House of Representatives District 9).
 
+Represents [LA State House of Representatives District 9](/us/states/la/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/doyle-boudreaux.md b/data/jurisdictions/us/states/la/people/doyle-boudreaux.md
index f2176502c5..698822415b 100644
--- a/data/jurisdictions/us/states/la/people/doyle-boudreaux.md
+++ b/data/jurisdictions/us/states/la/people/doyle-boudreaux.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 39"
+represents: "us/states/la/districts/house/39"
 tenure:
   start: "2026-03-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 39 (LA State House of Representatives District 39).
 
+Represents [LA State House of Representatives District 39](/us/states/la/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/dustin-miller.md b/data/jurisdictions/us/states/la/people/dustin-miller.md
index d5e8967be3..a35bbb5c66 100644
--- a/data/jurisdictions/us/states/la/people/dustin-miller.md
+++ b/data/jurisdictions/us/states/la/people/dustin-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 40"
+represents: "us/states/la/districts/house/40"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 40 (LA State House of Representatives District 40).
 
+Represents [LA State House of Representatives District 40](/us/states/la/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/ed-larvadain.md b/data/jurisdictions/us/states/la/people/ed-larvadain.md
index 5761a3a607..9861f44229 100644
--- a/data/jurisdictions/us/states/la/people/ed-larvadain.md
+++ b/data/jurisdictions/us/states/la/people/ed-larvadain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 26"
+represents: "us/states/la/districts/house/26"
 tenure:
   start: "2019-04-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 26 (LA State House of Representatives District 26).
 
+Represents [LA State House of Representatives District 26](/us/states/la/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/ed-murray.md b/data/jurisdictions/us/states/la/people/ed-murray.md
index 171c0d0de8..4f5474db74 100644
--- a/data/jurisdictions/us/states/la/people/ed-murray.md
+++ b/data/jurisdictions/us/states/la/people/ed-murray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 97"
+represents: "us/states/la/districts/house/97"
 tenure:
   start: "2026-02-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 97 (LA State House of Representatives District 97).
 
+Represents [LA State House of Representatives District 97](/us/states/la/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/ed-price.md b/data/jurisdictions/us/states/la/people/ed-price.md
index 628cc301e3..7a106f7c6b 100644
--- a/data/jurisdictions/us/states/la/people/ed-price.md
+++ b/data/jurisdictions/us/states/la/people/ed-price.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 2"
+represents: "us/states/la/districts/senate/2"
 tenure:
   start: "2017-06-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 2 (LA State Senate District 2).
 
+Represents [LA State Senate District 2](/us/states/la/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/eddie-lambert.md b/data/jurisdictions/us/states/la/people/eddie-lambert.md
index 78fb2b37fe..0e4b078e9c 100644
--- a/data/jurisdictions/us/states/la/people/eddie-lambert.md
+++ b/data/jurisdictions/us/states/la/people/eddie-lambert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 18"
+represents: "us/states/la/districts/senate/18"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 18 (LA State Senate District 18).
 
+Represents [LA State Senate District 18](/us/states/la/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/edmond-jordan.md b/data/jurisdictions/us/states/la/people/edmond-jordan.md
index e2ab66538e..9f398e4f6a 100644
--- a/data/jurisdictions/us/states/la/people/edmond-jordan.md
+++ b/data/jurisdictions/us/states/la/people/edmond-jordan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 29"
+represents: "us/states/la/districts/house/29"
 tenure:
   start: "2016-05-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 29 (LA State House of Representatives District 29).
 
+Represents [LA State House of Representatives District 29](/us/states/la/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/emily-chenevert.md b/data/jurisdictions/us/states/la/people/emily-chenevert.md
index ae7854d39b..c4edf0cbcb 100644
--- a/data/jurisdictions/us/states/la/people/emily-chenevert.md
+++ b/data/jurisdictions/us/states/la/people/emily-chenevert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 66"
+represents: "us/states/la/districts/house/66"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 66 (LA State House of Representatives District 66).
 
+Represents [LA State House of Representatives District 66](/us/states/la/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/foy-gadberry.md b/data/jurisdictions/us/states/la/people/foy-gadberry.md
index 513d600a6d..d75764c0f4 100644
--- a/data/jurisdictions/us/states/la/people/foy-gadberry.md
+++ b/data/jurisdictions/us/states/la/people/foy-gadberry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 15"
+represents: "us/states/la/districts/house/15"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 15 (LA State House of Representatives District 15).
 
+Represents [LA State House of Representatives District 15](/us/states/la/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/francis-thompson.md b/data/jurisdictions/us/states/la/people/francis-thompson.md
index ffedee4720..ebc211eccb 100644
--- a/data/jurisdictions/us/states/la/people/francis-thompson.md
+++ b/data/jurisdictions/us/states/la/people/francis-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 19"
+represents: "us/states/la/districts/house/19"
 tenure:
   start: "2023-03-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 19 (LA State House of Representatives District 19).
 
+Represents [LA State House of Representatives District 19](/us/states/la/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/franklin-foil.md b/data/jurisdictions/us/states/la/people/franklin-foil.md
index 2cf1d606b2..60213dc516 100644
--- a/data/jurisdictions/us/states/la/people/franklin-foil.md
+++ b/data/jurisdictions/us/states/la/people/franklin-foil.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 16"
+represents: "us/states/la/districts/senate/16"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 16 (LA State Senate District 16).
 
+Represents [LA State Senate District 16](/us/states/la/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/gabe-firment.md b/data/jurisdictions/us/states/la/people/gabe-firment.md
index 2ac4e141f8..4a7e47e75d 100644
--- a/data/jurisdictions/us/states/la/people/gabe-firment.md
+++ b/data/jurisdictions/us/states/la/people/gabe-firment.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 22"
+represents: "us/states/la/districts/house/22"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 22 (LA State House of Representatives District 22).
 
+Represents [LA State House of Representatives District 22](/us/states/la/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/gary-carter.md b/data/jurisdictions/us/states/la/people/gary-carter.md
index 2ff3b5d613..d8a81f7ed9 100644
--- a/data/jurisdictions/us/states/la/people/gary-carter.md
+++ b/data/jurisdictions/us/states/la/people/gary-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 7"
+represents: "us/states/la/districts/senate/7"
 tenure:
   start: "2021-06-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 7 (LA State Senate District 7).
 
+Represents [LA State Senate District 7](/us/states/la/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/gerald-boudreaux.md b/data/jurisdictions/us/states/la/people/gerald-boudreaux.md
index 5767bcdf4b..ab194f2d03 100644
--- a/data/jurisdictions/us/states/la/people/gerald-boudreaux.md
+++ b/data/jurisdictions/us/states/la/people/gerald-boudreaux.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 24"
+represents: "us/states/la/districts/senate/24"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 24 (LA State Senate District 24).
 
+Represents [LA State Senate District 24](/us/states/la/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/glen-womack.md b/data/jurisdictions/us/states/la/people/glen-womack.md
index d4b8466f95..04e1b259b7 100644
--- a/data/jurisdictions/us/states/la/people/glen-womack.md
+++ b/data/jurisdictions/us/states/la/people/glen-womack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 32"
+represents: "us/states/la/districts/senate/32"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 32 (LA State Senate District 32).
 
+Represents [LA State Senate District 32](/us/states/la/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/greg-miller.md b/data/jurisdictions/us/states/la/people/greg-miller.md
index 074bc2bbd4..a981ee1e42 100644
--- a/data/jurisdictions/us/states/la/people/greg-miller.md
+++ b/data/jurisdictions/us/states/la/people/greg-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 19"
+represents: "us/states/la/districts/senate/19"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 19 (LA State Senate District 19).
 
+Represents [LA State Senate District 19](/us/states/la/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/heather-cloud.md b/data/jurisdictions/us/states/la/people/heather-cloud.md
index 7d5b00ddea..f001cf464f 100644
--- a/data/jurisdictions/us/states/la/people/heather-cloud.md
+++ b/data/jurisdictions/us/states/la/people/heather-cloud.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 28"
+represents: "us/states/la/districts/senate/28"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 28 (LA State Senate District 28).
 
+Represents [LA State Senate District 28](/us/states/la/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jack-mcfarland.md b/data/jurisdictions/us/states/la/people/jack-mcfarland.md
index affe537838..3f6864ab55 100644
--- a/data/jurisdictions/us/states/la/people/jack-mcfarland.md
+++ b/data/jurisdictions/us/states/la/people/jack-mcfarland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 13"
+represents: "us/states/la/districts/house/13"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 13 (LA State House of Representatives District 13).
 
+Represents [LA State House of Representatives District 13](/us/states/la/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jacob-braud.md b/data/jurisdictions/us/states/la/people/jacob-braud.md
index 4c8538dddb..5fa80ffa12 100644
--- a/data/jurisdictions/us/states/la/people/jacob-braud.md
+++ b/data/jurisdictions/us/states/la/people/jacob-braud.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 105"
+represents: "us/states/la/districts/house/105"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 105 (LA State House of Representatives District 105).
 
+Represents [LA State House of Representatives District 105](/us/states/la/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jacob-landry.md b/data/jurisdictions/us/states/la/people/jacob-landry.md
index 0c9de04436..bec8455a06 100644
--- a/data/jurisdictions/us/states/la/people/jacob-landry.md
+++ b/data/jurisdictions/us/states/la/people/jacob-landry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 49"
+represents: "us/states/la/districts/house/49"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 49 (LA State House of Representatives District 49).
 
+Represents [LA State House of Representatives District 49](/us/states/la/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jason-dewitt.md b/data/jurisdictions/us/states/la/people/jason-dewitt.md
index f04fe0c02a..c766052d79 100644
--- a/data/jurisdictions/us/states/la/people/jason-dewitt.md
+++ b/data/jurisdictions/us/states/la/people/jason-dewitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 25"
+represents: "us/states/la/districts/house/25"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 25 (LA State House of Representatives District 25).
 
+Represents [LA State House of Representatives District 25](/us/states/la/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jay-galle.md b/data/jurisdictions/us/states/la/people/jay-galle.md
index 6656b6dee0..ba9ac5002a 100644
--- a/data/jurisdictions/us/states/la/people/jay-galle.md
+++ b/data/jurisdictions/us/states/la/people/jay-galle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 104"
+represents: "us/states/la/districts/house/104"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 104 (LA State House of Representatives District 104).
 
+Represents [LA State House of Representatives District 104](/us/states/la/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jay-luneau.md b/data/jurisdictions/us/states/la/people/jay-luneau.md
index 2290611932..99db69d665 100644
--- a/data/jurisdictions/us/states/la/people/jay-luneau.md
+++ b/data/jurisdictions/us/states/la/people/jay-luneau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 29"
+represents: "us/states/la/districts/senate/29"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 29 (LA State Senate District 29).
 
+Represents [LA State Senate District 29](/us/states/la/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jay-morris.md b/data/jurisdictions/us/states/la/people/jay-morris.md
index 802fd61082..1c01487a30 100644
--- a/data/jurisdictions/us/states/la/people/jay-morris.md
+++ b/data/jurisdictions/us/states/la/people/jay-morris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 35"
+represents: "us/states/la/districts/senate/35"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 35 (LA State Senate District 35).
 
+Represents [LA State Senate District 35](/us/states/la/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jeff-wiley.md b/data/jurisdictions/us/states/la/people/jeff-wiley.md
index dbf9fb6aeb..764a7f5f29 100644
--- a/data/jurisdictions/us/states/la/people/jeff-wiley.md
+++ b/data/jurisdictions/us/states/la/people/jeff-wiley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 81"
+represents: "us/states/la/districts/house/81"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 81 (LA State House of Representatives District 81).
 
+Represents [LA State House of Representatives District 81](/us/states/la/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jeremy-lacombe.md b/data/jurisdictions/us/states/la/people/jeremy-lacombe.md
index a7e98b6a40..14735af25e 100644
--- a/data/jurisdictions/us/states/la/people/jeremy-lacombe.md
+++ b/data/jurisdictions/us/states/la/people/jeremy-lacombe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 18"
+represents: "us/states/la/districts/house/18"
 tenure:
   start: "2023-04-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 18 (LA State House of Representatives District 18).
 
+Represents [LA State House of Representatives District 18](/us/states/la/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jeremy-stine.md b/data/jurisdictions/us/states/la/people/jeremy-stine.md
index 778ee88357..686e682689 100644
--- a/data/jurisdictions/us/states/la/people/jeremy-stine.md
+++ b/data/jurisdictions/us/states/la/people/jeremy-stine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 27"
+represents: "us/states/la/districts/senate/27"
 tenure:
   start: "2022-02-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 27 (LA State Senate District 27).
 
+Represents [LA State Senate District 27](/us/states/la/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jerome-zeringue.md b/data/jurisdictions/us/states/la/people/jerome-zeringue.md
index 854c3bf1f5..53266e005b 100644
--- a/data/jurisdictions/us/states/la/people/jerome-zeringue.md
+++ b/data/jurisdictions/us/states/la/people/jerome-zeringue.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 52"
+represents: "us/states/la/districts/house/52"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 52 (LA State House of Representatives District 52).
 
+Represents [LA State House of Representatives District 52](/us/states/la/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jessica-domangue.md b/data/jurisdictions/us/states/la/people/jessica-domangue.md
index 90f167296f..7dc1acdb4d 100644
--- a/data/jurisdictions/us/states/la/people/jessica-domangue.md
+++ b/data/jurisdictions/us/states/la/people/jessica-domangue.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 53"
+represents: "us/states/la/districts/house/53"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 53 (LA State House of Representatives District 53).
 
+Represents [LA State House of Representatives District 53](/us/states/la/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/jimmy-harris.md b/data/jurisdictions/us/states/la/people/jimmy-harris.md
index a614880e6e..48b860a30e 100644
--- a/data/jurisdictions/us/states/la/people/jimmy-harris.md
+++ b/data/jurisdictions/us/states/la/people/jimmy-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 4"
+represents: "us/states/la/districts/senate/4"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 4 (LA State Senate District 4).
 
+Represents [LA State Senate District 4](/us/states/la/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/joe-orgeron.md b/data/jurisdictions/us/states/la/people/joe-orgeron.md
index 050e580b14..b456a485ff 100644
--- a/data/jurisdictions/us/states/la/people/joe-orgeron.md
+++ b/data/jurisdictions/us/states/la/people/joe-orgeron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 54"
+represents: "us/states/la/districts/house/54"
 tenure:
   start: "2020-07-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 54 (LA State House of Representatives District 54).
 
+Represents [LA State House of Representatives District 54](/us/states/la/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/joe-stagni.md b/data/jurisdictions/us/states/la/people/joe-stagni.md
index 3f49b9ba1d..b0bb1af6c2 100644
--- a/data/jurisdictions/us/states/la/people/joe-stagni.md
+++ b/data/jurisdictions/us/states/la/people/joe-stagni.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 92"
+represents: "us/states/la/districts/house/92"
 tenure:
   start: "2017-04-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 92 (LA State House of Representatives District 92).
 
+Represents [LA State House of Representatives District 92](/us/states/la/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/john-illg.md b/data/jurisdictions/us/states/la/people/john-illg.md
index 55bb9d1011..207512d2a1 100644
--- a/data/jurisdictions/us/states/la/people/john-illg.md
+++ b/data/jurisdictions/us/states/la/people/john-illg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 78"
+represents: "us/states/la/districts/house/78"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 78 (LA State House of Representatives District 78).
 
+Represents [LA State House of Representatives District 78](/us/states/la/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/john-wyble.md b/data/jurisdictions/us/states/la/people/john-wyble.md
index b205489f96..27ba9da9d3 100644
--- a/data/jurisdictions/us/states/la/people/john-wyble.md
+++ b/data/jurisdictions/us/states/la/people/john-wyble.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 75"
+represents: "us/states/la/districts/house/75"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 75 (LA State House of Representatives District 75).
 
+Represents [LA State House of Representatives District 75](/us/states/la/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/josh-carlson.md b/data/jurisdictions/us/states/la/people/josh-carlson.md
index 8fc21ab6a1..734bdbcc9e 100644
--- a/data/jurisdictions/us/states/la/people/josh-carlson.md
+++ b/data/jurisdictions/us/states/la/people/josh-carlson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 43"
+represents: "us/states/la/districts/house/43"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 43 (LA State House of Representatives District 43).
 
+Represents [LA State House of Representatives District 43](/us/states/la/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/joy-walters.md b/data/jurisdictions/us/states/la/people/joy-walters.md
index 1d30573d42..1256140042 100644
--- a/data/jurisdictions/us/states/la/people/joy-walters.md
+++ b/data/jurisdictions/us/states/la/people/joy-walters.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 4"
+represents: "us/states/la/districts/house/4"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 4 (LA State House of Representatives District 4).
 
+Represents [LA State House of Representatives District 4](/us/states/la/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/kathy-edmonston.md b/data/jurisdictions/us/states/la/people/kathy-edmonston.md
index 0a137e15ab..39553cf077 100644
--- a/data/jurisdictions/us/states/la/people/kathy-edmonston.md
+++ b/data/jurisdictions/us/states/la/people/kathy-edmonston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 88"
+represents: "us/states/la/districts/house/88"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 88 (LA State House of Representatives District 88).
 
+Represents [LA State House of Representatives District 88](/us/states/la/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/katrina-jackson-andrews.md b/data/jurisdictions/us/states/la/people/katrina-jackson-andrews.md
index 045d20a3e4..e47d865b5c 100644
--- a/data/jurisdictions/us/states/la/people/katrina-jackson-andrews.md
+++ b/data/jurisdictions/us/states/la/people/katrina-jackson-andrews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 34"
+represents: "us/states/la/districts/senate/34"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 34 (LA State Senate District 34).
 
+Represents [LA State Senate District 34](/us/states/la/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/kellee-hennessy.md b/data/jurisdictions/us/states/la/people/kellee-hennessy.md
index be21badd16..2f9e75a4ca 100644
--- a/data/jurisdictions/us/states/la/people/kellee-hennessy.md
+++ b/data/jurisdictions/us/states/la/people/kellee-hennessy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 64"
+represents: "us/states/la/districts/house/64"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 64 (LA State House of Representatives District 64).
 
+Represents [LA State House of Representatives District 64](/us/states/la/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/ken-brass.md b/data/jurisdictions/us/states/la/people/ken-brass.md
index 04e0e219a3..19cecd9d30 100644
--- a/data/jurisdictions/us/states/la/people/ken-brass.md
+++ b/data/jurisdictions/us/states/la/people/ken-brass.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 58"
+represents: "us/states/la/districts/house/58"
 tenure:
   start: "2017-10-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 58 (LA State House of Representatives District 58).
 
+Represents [LA State House of Representatives District 58](/us/states/la/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/kim-carver.md b/data/jurisdictions/us/states/la/people/kim-carver.md
index b593a4a4d7..f03f5d58e5 100644
--- a/data/jurisdictions/us/states/la/people/kim-carver.md
+++ b/data/jurisdictions/us/states/la/people/kim-carver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 89"
+represents: "us/states/la/districts/house/89"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 89 (LA State House of Representatives District 89).
 
+Represents [LA State House of Representatives District 89](/us/states/la/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/kim-coates.md b/data/jurisdictions/us/states/la/people/kim-coates.md
index a421b56a85..ea39c11def 100644
--- a/data/jurisdictions/us/states/la/people/kim-coates.md
+++ b/data/jurisdictions/us/states/la/people/kim-coates.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 73"
+represents: "us/states/la/districts/house/73"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 73 (LA State House of Representatives District 73).
 
+Represents [LA State House of Representatives District 73](/us/states/la/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/kirk-talbot.md b/data/jurisdictions/us/states/la/people/kirk-talbot.md
index df830d1bdf..5ec4cd540e 100644
--- a/data/jurisdictions/us/states/la/people/kirk-talbot.md
+++ b/data/jurisdictions/us/states/la/people/kirk-talbot.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 10"
+represents: "us/states/la/districts/senate/10"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 10 (LA State Senate District 10).
 
+Represents [LA State Senate District 10](/us/states/la/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/kyle-green.md b/data/jurisdictions/us/states/la/people/kyle-green.md
index 009d92ede9..96372a75b7 100644
--- a/data/jurisdictions/us/states/la/people/kyle-green.md
+++ b/data/jurisdictions/us/states/la/people/kyle-green.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 83"
+represents: "us/states/la/districts/house/83"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 83 (LA State House of Representatives District 83).
 
+Represents [LA State House of Representatives District 83](/us/states/la/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/larry-bagley.md b/data/jurisdictions/us/states/la/people/larry-bagley.md
index a43601f520..a6c202318c 100644
--- a/data/jurisdictions/us/states/la/people/larry-bagley.md
+++ b/data/jurisdictions/us/states/la/people/larry-bagley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 7"
+represents: "us/states/la/districts/house/7"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 7 (LA State House of Representatives District 7).
 
+Represents [LA State House of Representatives District 7](/us/states/la/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/larry-selders.md b/data/jurisdictions/us/states/la/people/larry-selders.md
index 16fac31cb2..3e20546f23 100644
--- a/data/jurisdictions/us/states/la/people/larry-selders.md
+++ b/data/jurisdictions/us/states/la/people/larry-selders.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 14"
+represents: "us/states/la/districts/senate/14"
 tenure:
   start: "2025-03-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 14 (LA State Senate District 14).
 
+Represents [LA State Senate District 14](/us/states/la/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/lauren-ventrella.md b/data/jurisdictions/us/states/la/people/lauren-ventrella.md
index d3ccb5ee2f..d1389d2fd4 100644
--- a/data/jurisdictions/us/states/la/people/lauren-ventrella.md
+++ b/data/jurisdictions/us/states/la/people/lauren-ventrella.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 65"
+represents: "us/states/la/districts/house/65"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 65 (LA State House of Representatives District 65).
 
+Represents [LA State House of Representatives District 65](/us/states/la/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/laurie-schlegel.md b/data/jurisdictions/us/states/la/people/laurie-schlegel.md
index 8be5f9ed79..799eed77f7 100644
--- a/data/jurisdictions/us/states/la/people/laurie-schlegel.md
+++ b/data/jurisdictions/us/states/la/people/laurie-schlegel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 82"
+represents: "us/states/la/districts/house/82"
 tenure:
   start: "2021-05-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 82 (LA State House of Representatives District 82).
 
+Represents [LA State House of Representatives District 82](/us/states/la/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/les-farnum.md b/data/jurisdictions/us/states/la/people/les-farnum.md
index d753dfe41d..7e33b418b4 100644
--- a/data/jurisdictions/us/states/la/people/les-farnum.md
+++ b/data/jurisdictions/us/states/la/people/les-farnum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 33"
+represents: "us/states/la/districts/house/33"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 33 (LA State House of Representatives District 33).
 
+Represents [LA State House of Representatives District 33](/us/states/la/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/mandie-landry.md b/data/jurisdictions/us/states/la/people/mandie-landry.md
index eac244aec2..ebcdab6177 100644
--- a/data/jurisdictions/us/states/la/people/mandie-landry.md
+++ b/data/jurisdictions/us/states/la/people/mandie-landry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 91"
+represents: "us/states/la/districts/house/91"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 91 (LA State House of Representatives District 91).
 
+Represents [LA State House of Representatives District 91](/us/states/la/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/marcus-bryant.md b/data/jurisdictions/us/states/la/people/marcus-bryant.md
index c85866c7cd..10524891be 100644
--- a/data/jurisdictions/us/states/la/people/marcus-bryant.md
+++ b/data/jurisdictions/us/states/la/people/marcus-bryant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 96"
+represents: "us/states/la/districts/house/96"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 96 (LA State House of Representatives District 96).
 
+Represents [LA State House of Representatives District 96](/us/states/la/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/mark-abraham.md b/data/jurisdictions/us/states/la/people/mark-abraham.md
index 92e237ecc3..b684806564 100644
--- a/data/jurisdictions/us/states/la/people/mark-abraham.md
+++ b/data/jurisdictions/us/states/la/people/mark-abraham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 25"
+represents: "us/states/la/districts/senate/25"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 25 (LA State Senate District 25).
 
+Represents [LA State Senate District 25](/us/states/la/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/mark-wright.md b/data/jurisdictions/us/states/la/people/mark-wright.md
index 944ec11f3e..b82c9b33b6 100644
--- a/data/jurisdictions/us/states/la/people/mark-wright.md
+++ b/data/jurisdictions/us/states/la/people/mark-wright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 77"
+represents: "us/states/la/districts/house/77"
 tenure:
   start: "2017-11-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 77 (LA State House of Representatives District 77).
 
+Represents [LA State House of Representatives District 77](/us/states/la/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/michael-echols.md b/data/jurisdictions/us/states/la/people/michael-echols.md
index 44842f7e5a..052be6d25e 100644
--- a/data/jurisdictions/us/states/la/people/michael-echols.md
+++ b/data/jurisdictions/us/states/la/people/michael-echols.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 14"
+represents: "us/states/la/districts/house/14"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 14 (LA State House of Representatives District 14).
 
+Represents [LA State House of Representatives District 14](/us/states/la/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/michael-melerine.md b/data/jurisdictions/us/states/la/people/michael-melerine.md
index 3704af9326..54d16255ba 100644
--- a/data/jurisdictions/us/states/la/people/michael-melerine.md
+++ b/data/jurisdictions/us/states/la/people/michael-melerine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 6"
+represents: "us/states/la/districts/house/6"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 6 (LA State House of Representatives District 6).
 
+Represents [LA State House of Representatives District 6](/us/states/la/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/mike-bayham.md b/data/jurisdictions/us/states/la/people/mike-bayham.md
index 3f1d1d48d2..8c2d99aba3 100644
--- a/data/jurisdictions/us/states/la/people/mike-bayham.md
+++ b/data/jurisdictions/us/states/la/people/mike-bayham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 103"
+represents: "us/states/la/districts/house/103"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 103 (LA State House of Representatives District 103).
 
+Represents [LA State House of Representatives District 103](/us/states/la/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/mike-fesi.md b/data/jurisdictions/us/states/la/people/mike-fesi.md
index 339ada2a9c..9f8b748d24 100644
--- a/data/jurisdictions/us/states/la/people/mike-fesi.md
+++ b/data/jurisdictions/us/states/la/people/mike-fesi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 20"
+represents: "us/states/la/districts/senate/20"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 20 (LA State Senate District 20).
 
+Represents [LA State Senate District 20](/us/states/la/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/mike-johnson.md b/data/jurisdictions/us/states/la/people/mike-johnson.md
index 64d4639775..d568e8f200 100644
--- a/data/jurisdictions/us/states/la/people/mike-johnson.md
+++ b/data/jurisdictions/us/states/la/people/mike-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 27"
+represents: "us/states/la/districts/house/27"
 tenure:
   start: "2019-03-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 27 (LA State House of Representatives District 27).
 
+Represents [LA State House of Representatives District 27](/us/states/la/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/mike-reese.md b/data/jurisdictions/us/states/la/people/mike-reese.md
index d20bae50ff..8bbfc3ecee 100644
--- a/data/jurisdictions/us/states/la/people/mike-reese.md
+++ b/data/jurisdictions/us/states/la/people/mike-reese.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 30"
+represents: "us/states/la/districts/senate/30"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 30 (LA State Senate District 30).
 
+Represents [LA State Senate District 30](/us/states/la/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/neil-riser.md b/data/jurisdictions/us/states/la/people/neil-riser.md
index 1ce4cd0434..2753d12f31 100644
--- a/data/jurisdictions/us/states/la/people/neil-riser.md
+++ b/data/jurisdictions/us/states/la/people/neil-riser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 20"
+represents: "us/states/la/districts/house/20"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 20 (LA State House of Representatives District 20).
 
+Represents [LA State House of Representatives District 20](/us/states/la/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/nicky-muscarello.md b/data/jurisdictions/us/states/la/people/nicky-muscarello.md
index 8bc23221d1..014d33133f 100644
--- a/data/jurisdictions/us/states/la/people/nicky-muscarello.md
+++ b/data/jurisdictions/us/states/la/people/nicky-muscarello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 86"
+represents: "us/states/la/districts/house/86"
 tenure:
   start: "2018-04-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 86 (LA State House of Representatives District 86).
 
+Represents [LA State House of Representatives District 86](/us/states/la/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/pat-moore.md b/data/jurisdictions/us/states/la/people/pat-moore.md
index bc03bac828..431020ba6f 100644
--- a/data/jurisdictions/us/states/la/people/pat-moore.md
+++ b/data/jurisdictions/us/states/la/people/pat-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 17"
+represents: "us/states/la/districts/house/17"
 tenure:
   start: "2019-04-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 17 (LA State House of Representatives District 17).
 
+Represents [LA State House of Representatives District 17](/us/states/la/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/patrick-connick.md b/data/jurisdictions/us/states/la/people/patrick-connick.md
index 9165167488..258ce70f1f 100644
--- a/data/jurisdictions/us/states/la/people/patrick-connick.md
+++ b/data/jurisdictions/us/states/la/people/patrick-connick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 8"
+represents: "us/states/la/districts/senate/8"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 8 (LA State Senate District 8).
 
+Represents [LA State Senate District 8](/us/states/la/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/patrick-mcmath.md b/data/jurisdictions/us/states/la/people/patrick-mcmath.md
index 2d99b69b67..26af9965ab 100644
--- a/data/jurisdictions/us/states/la/people/patrick-mcmath.md
+++ b/data/jurisdictions/us/states/la/people/patrick-mcmath.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 11"
+represents: "us/states/la/districts/senate/11"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 11 (LA State Senate District 11).
 
+Represents [LA State Senate District 11](/us/states/la/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/paul-sawyer.md b/data/jurisdictions/us/states/la/people/paul-sawyer.md
index a8f07e5d3f..81830bed09 100644
--- a/data/jurisdictions/us/states/la/people/paul-sawyer.md
+++ b/data/jurisdictions/us/states/la/people/paul-sawyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 69"
+represents: "us/states/la/districts/house/69"
 tenure:
   start: "2026-03-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 69 (LA State House of Representatives District 69).
 
+Represents [LA State House of Representatives District 69](/us/states/la/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/peter-egan.md b/data/jurisdictions/us/states/la/people/peter-egan.md
index 431dc8f024..91f743d5e3 100644
--- a/data/jurisdictions/us/states/la/people/peter-egan.md
+++ b/data/jurisdictions/us/states/la/people/peter-egan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 74"
+represents: "us/states/la/districts/house/74"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 74 (LA State House of Representatives District 74).
 
+Represents [LA State House of Representatives District 74](/us/states/la/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/phil-tarver.md b/data/jurisdictions/us/states/la/people/phil-tarver.md
index 68ff4ecc6b..0d6d2de1a0 100644
--- a/data/jurisdictions/us/states/la/people/phil-tarver.md
+++ b/data/jurisdictions/us/states/la/people/phil-tarver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 36"
+represents: "us/states/la/districts/house/36"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 36 (LA State House of Representatives District 36).
 
+Represents [LA State House of Representatives District 36](/us/states/la/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/phillip-devillier.md b/data/jurisdictions/us/states/la/people/phillip-devillier.md
index 20b9526188..3b0efade14 100644
--- a/data/jurisdictions/us/states/la/people/phillip-devillier.md
+++ b/data/jurisdictions/us/states/la/people/phillip-devillier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 41"
+represents: "us/states/la/districts/house/41"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 41 (LA State House of Representatives District 41).
 
+Represents [LA State House of Representatives District 41](/us/states/la/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/polly-thomas.md b/data/jurisdictions/us/states/la/people/polly-thomas.md
index ee02b1728e..8240f49e14 100644
--- a/data/jurisdictions/us/states/la/people/polly-thomas.md
+++ b/data/jurisdictions/us/states/la/people/polly-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 80"
+represents: "us/states/la/districts/house/80"
 tenure:
   start: "2016-08-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 80 (LA State House of Representatives District 80).
 
+Represents [LA State House of Representatives District 80](/us/states/la/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/rashid-young.md b/data/jurisdictions/us/states/la/people/rashid-young.md
index 827c482582..5c9a628a44 100644
--- a/data/jurisdictions/us/states/la/people/rashid-young.md
+++ b/data/jurisdictions/us/states/la/people/rashid-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 11"
+represents: "us/states/la/districts/house/11"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 11 (LA State House of Representatives District 11).
 
+Represents [LA State House of Representatives District 11](/us/states/la/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/raymond-crews.md b/data/jurisdictions/us/states/la/people/raymond-crews.md
index 73c93de663..860839b0f0 100644
--- a/data/jurisdictions/us/states/la/people/raymond-crews.md
+++ b/data/jurisdictions/us/states/la/people/raymond-crews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 8"
+represents: "us/states/la/districts/house/8"
 tenure:
   start: "2017-05-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 8 (LA State House of Representatives District 8).
 
+Represents [LA State House of Representatives District 8](/us/states/la/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/regina-barrow.md b/data/jurisdictions/us/states/la/people/regina-barrow.md
index 87bceb1627..96a2f0eb55 100644
--- a/data/jurisdictions/us/states/la/people/regina-barrow.md
+++ b/data/jurisdictions/us/states/la/people/regina-barrow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 15"
+represents: "us/states/la/districts/senate/15"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 15 (LA State Senate District 15).
 
+Represents [LA State Senate District 15](/us/states/la/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/rhonda-butler.md b/data/jurisdictions/us/states/la/people/rhonda-butler.md
index 551b1ebb2b..651090eb40 100644
--- a/data/jurisdictions/us/states/la/people/rhonda-butler.md
+++ b/data/jurisdictions/us/states/la/people/rhonda-butler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 38"
+represents: "us/states/la/districts/house/38"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 38 (LA State House of Representatives District 38).
 
+Represents [LA State House of Representatives District 38](/us/states/la/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/rick-edmonds.md b/data/jurisdictions/us/states/la/people/rick-edmonds.md
index cdf56c82b6..6838355102 100644
--- a/data/jurisdictions/us/states/la/people/rick-edmonds.md
+++ b/data/jurisdictions/us/states/la/people/rick-edmonds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 6"
+represents: "us/states/la/districts/senate/6"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 6 (LA State Senate District 6).
 
+Represents [LA State Senate District 6](/us/states/la/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/robby-carter.md b/data/jurisdictions/us/states/la/people/robby-carter.md
index 5ed280133a..ee3347b3a4 100644
--- a/data/jurisdictions/us/states/la/people/robby-carter.md
+++ b/data/jurisdictions/us/states/la/people/robby-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 72"
+represents: "us/states/la/districts/house/72"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 72 (LA State House of Representatives District 72).
 
+Represents [LA State House of Representatives District 72](/us/states/la/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/robert-allain.md b/data/jurisdictions/us/states/la/people/robert-allain.md
index c430fa1123..08346eaf66 100644
--- a/data/jurisdictions/us/states/la/people/robert-allain.md
+++ b/data/jurisdictions/us/states/la/people/robert-allain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 21"
+represents: "us/states/la/districts/senate/21"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 21 (LA State Senate District 21).
 
+Represents [LA State Senate District 21](/us/states/la/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/rodney-lyons.md b/data/jurisdictions/us/states/la/people/rodney-lyons.md
index 42adcc5b4e..eb7276647e 100644
--- a/data/jurisdictions/us/states/la/people/rodney-lyons.md
+++ b/data/jurisdictions/us/states/la/people/rodney-lyons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 87"
+represents: "us/states/la/districts/house/87"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 87 (LA State House of Representatives District 87).
 
+Represents [LA State House of Representatives District 87](/us/states/la/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/rodney-schamerhorn.md b/data/jurisdictions/us/states/la/people/rodney-schamerhorn.md
index 7eda0a4f46..221e99fb8f 100644
--- a/data/jurisdictions/us/states/la/people/rodney-schamerhorn.md
+++ b/data/jurisdictions/us/states/la/people/rodney-schamerhorn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 24"
+represents: "us/states/la/districts/house/24"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 24 (LA State House of Representatives District 24).
 
+Represents [LA State House of Representatives District 24](/us/states/la/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/roger-wilder.md b/data/jurisdictions/us/states/la/people/roger-wilder.md
index b1241465fa..17e864af2c 100644
--- a/data/jurisdictions/us/states/la/people/roger-wilder.md
+++ b/data/jurisdictions/us/states/la/people/roger-wilder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 71"
+represents: "us/states/la/districts/house/71"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 71 (LA State House of Representatives District 71).
 
+Represents [LA State House of Representatives District 71](/us/states/la/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/roy-adams.md b/data/jurisdictions/us/states/la/people/roy-adams.md
index d864335eaa..21d3ecde6a 100644
--- a/data/jurisdictions/us/states/la/people/roy-adams.md
+++ b/data/jurisdictions/us/states/la/people/roy-adams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 62"
+represents: "us/states/la/districts/house/62"
 tenure:
   start: "2023-04-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 62 (LA State House of Representatives District 62).
 
+Represents [LA State House of Representatives District 62](/us/states/la/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/royce-duplessis.md b/data/jurisdictions/us/states/la/people/royce-duplessis.md
index ea037fa5d0..4ef208f60f 100644
--- a/data/jurisdictions/us/states/la/people/royce-duplessis.md
+++ b/data/jurisdictions/us/states/la/people/royce-duplessis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 5"
+represents: "us/states/la/districts/senate/5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 5 (LA State Senate District 5).
 
+Represents [LA State Senate District 5](/us/states/la/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/ryan-bourriaque.md b/data/jurisdictions/us/states/la/people/ryan-bourriaque.md
index 5405d6386d..2e50710605 100644
--- a/data/jurisdictions/us/states/la/people/ryan-bourriaque.md
+++ b/data/jurisdictions/us/states/la/people/ryan-bourriaque.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 47"
+represents: "us/states/la/districts/house/47"
 tenure:
   start: "2019-03-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 47 (LA State House of Representatives District 47).
 
+Represents [LA State House of Representatives District 47](/us/states/la/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/sam-jenkins.md b/data/jurisdictions/us/states/la/people/sam-jenkins.md
index 8a022e45f5..2825b399ce 100644
--- a/data/jurisdictions/us/states/la/people/sam-jenkins.md
+++ b/data/jurisdictions/us/states/la/people/sam-jenkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 39"
+represents: "us/states/la/districts/senate/39"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 39 (LA State Senate District 39).
 
+Represents [LA State Senate District 39](/us/states/la/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/shane-mack.md b/data/jurisdictions/us/states/la/people/shane-mack.md
index 37f2c10e0d..854ddbd4be 100644
--- a/data/jurisdictions/us/states/la/people/shane-mack.md
+++ b/data/jurisdictions/us/states/la/people/shane-mack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 95"
+represents: "us/states/la/districts/house/95"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 95 (LA State House of Representatives District 95).
 
+Represents [LA State House of Representatives District 95](/us/states/la/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/shaun-mena.md b/data/jurisdictions/us/states/la/people/shaun-mena.md
index 10f3613481..9f49b4fd77 100644
--- a/data/jurisdictions/us/states/la/people/shaun-mena.md
+++ b/data/jurisdictions/us/states/la/people/shaun-mena.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 23"
+represents: "us/states/la/districts/house/23"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 23 (LA State House of Representatives District 23).
 
+Represents [LA State House of Representatives District 23](/us/states/la/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/sidney-barthelemy.md b/data/jurisdictions/us/states/la/people/sidney-barthelemy.md
index c04111f2c8..7b0114eeea 100644
--- a/data/jurisdictions/us/states/la/people/sidney-barthelemy.md
+++ b/data/jurisdictions/us/states/la/people/sidney-barthelemy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 3"
+represents: "us/states/la/districts/senate/3"
 tenure:
   start: "2026-03-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 3 (LA State Senate District 3).
 
+Represents [LA State Senate District 3](/us/states/la/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/skip-broussard.md b/data/jurisdictions/us/states/la/people/skip-broussard.md
index 13294b1bdf..05c5f74822 100644
--- a/data/jurisdictions/us/states/la/people/skip-broussard.md
+++ b/data/jurisdictions/us/states/la/people/skip-broussard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 37"
+represents: "us/states/la/districts/house/37"
 tenure:
   start: "2026-02-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 37 (LA State House of Representatives District 37).
 
+Represents [LA State House of Representatives District 37](/us/states/la/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/stephanie-berault.md b/data/jurisdictions/us/states/la/people/stephanie-berault.md
index dda5aea4e8..f22d9a2247 100644
--- a/data/jurisdictions/us/states/la/people/stephanie-berault.md
+++ b/data/jurisdictions/us/states/la/people/stephanie-berault.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 76"
+represents: "us/states/la/districts/house/76"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 76 (LA State House of Representatives District 76).
 
+Represents [LA State House of Representatives District 76](/us/states/la/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/stephanie-hilferty.md b/data/jurisdictions/us/states/la/people/stephanie-hilferty.md
index 5d65a092e6..ea4a3dc51a 100644
--- a/data/jurisdictions/us/states/la/people/stephanie-hilferty.md
+++ b/data/jurisdictions/us/states/la/people/stephanie-hilferty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 94"
+represents: "us/states/la/districts/house/94"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 94 (LA State House of Representatives District 94).
 
+Represents [LA State House of Representatives District 94](/us/states/la/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/steven-jackson.md b/data/jurisdictions/us/states/la/people/steven-jackson.md
index fbc2e0ca35..8cfff1f249 100644
--- a/data/jurisdictions/us/states/la/people/steven-jackson.md
+++ b/data/jurisdictions/us/states/la/people/steven-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 2"
+represents: "us/states/la/districts/house/2"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 2 (LA State House of Representatives District 2).
 
+Represents [LA State House of Representatives District 2](/us/states/la/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/stewart-cathey.md b/data/jurisdictions/us/states/la/people/stewart-cathey.md
index 2438b80d38..e45c9ac900 100644
--- a/data/jurisdictions/us/states/la/people/stewart-cathey.md
+++ b/data/jurisdictions/us/states/la/people/stewart-cathey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 33"
+represents: "us/states/la/districts/senate/33"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 33 (LA State Senate District 33).
 
+Represents [LA State Senate District 33](/us/states/la/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/sylvia-taylor.md b/data/jurisdictions/us/states/la/people/sylvia-taylor.md
index f5b017cc39..a157b1fa68 100644
--- a/data/jurisdictions/us/states/la/people/sylvia-taylor.md
+++ b/data/jurisdictions/us/states/la/people/sylvia-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 57"
+represents: "us/states/la/districts/house/57"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 57 (LA State House of Representatives District 57).
 
+Represents [LA State House of Representatives District 57](/us/states/la/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/tammy-phelps.md b/data/jurisdictions/us/states/la/people/tammy-phelps.md
index 40d6d618d1..711641ac99 100644
--- a/data/jurisdictions/us/states/la/people/tammy-phelps.md
+++ b/data/jurisdictions/us/states/la/people/tammy-phelps.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 3"
+represents: "us/states/la/districts/house/3"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 3 (LA State House of Representatives District 3).
 
+Represents [LA State House of Representatives District 3](/us/states/la/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/tehmi-chassion.md b/data/jurisdictions/us/states/la/people/tehmi-chassion.md
index a4f5cc5e4f..6110a75051 100644
--- a/data/jurisdictions/us/states/la/people/tehmi-chassion.md
+++ b/data/jurisdictions/us/states/la/people/tehmi-chassion.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 44"
+represents: "us/states/la/districts/house/44"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 44 (LA State House of Representatives District 44).
 
+Represents [LA State House of Representatives District 44](/us/states/la/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/terry-landry.md b/data/jurisdictions/us/states/la/people/terry-landry.md
index dd941dcc7f..d873a2943b 100644
--- a/data/jurisdictions/us/states/la/people/terry-landry.md
+++ b/data/jurisdictions/us/states/la/people/terry-landry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 67"
+represents: "us/states/la/districts/house/67"
 tenure:
   start: "2025-05-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 67 (LA State House of Representatives District 67).
 
+Represents [LA State House of Representatives District 67](/us/states/la/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/thomas-pressly.md b/data/jurisdictions/us/states/la/people/thomas-pressly.md
index 5cf587e95a..0ea70f944e 100644
--- a/data/jurisdictions/us/states/la/people/thomas-pressly.md
+++ b/data/jurisdictions/us/states/la/people/thomas-pressly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 38"
+represents: "us/states/la/districts/senate/38"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 38 (LA State Senate District 38).
 
+Represents [LA State Senate District 38](/us/states/la/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/tim-kerner.md b/data/jurisdictions/us/states/la/people/tim-kerner.md
index 0402ff00fa..098be66e7d 100644
--- a/data/jurisdictions/us/states/la/people/tim-kerner.md
+++ b/data/jurisdictions/us/states/la/people/tim-kerner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 84"
+represents: "us/states/la/districts/house/84"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 84 (LA State House of Representatives District 84).
 
+Represents [LA State House of Representatives District 84](/us/states/la/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/tony-bacala.md b/data/jurisdictions/us/states/la/people/tony-bacala.md
index 327264d526..3fa04d9517 100644
--- a/data/jurisdictions/us/states/la/people/tony-bacala.md
+++ b/data/jurisdictions/us/states/la/people/tony-bacala.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 59"
+represents: "us/states/la/districts/house/59"
 tenure:
   start: "2016-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 59 (LA State House of Representatives District 59).
 
+Represents [LA State House of Representatives District 59](/us/states/la/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/travis-johnson.md b/data/jurisdictions/us/states/la/people/travis-johnson.md
index b32b2ad8be..2ca54d1061 100644
--- a/data/jurisdictions/us/states/la/people/travis-johnson.md
+++ b/data/jurisdictions/us/states/la/people/travis-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 21"
+represents: "us/states/la/districts/house/21"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 21 (LA State House of Representatives District 21).
 
+Represents [LA State House of Representatives District 21](/us/states/la/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/troy-hebert.md b/data/jurisdictions/us/states/la/people/troy-hebert.md
index 8ed3d3e06b..bf04677e08 100644
--- a/data/jurisdictions/us/states/la/people/troy-hebert.md
+++ b/data/jurisdictions/us/states/la/people/troy-hebert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 31"
+represents: "us/states/la/districts/house/31"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 31 (LA State House of Representatives District 31).
 
+Represents [LA State House of Representatives District 31](/us/states/la/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/valarie-hodges.md b/data/jurisdictions/us/states/la/people/valarie-hodges.md
index d8a28622ca..b4f9972ec2 100644
--- a/data/jurisdictions/us/states/la/people/valarie-hodges.md
+++ b/data/jurisdictions/us/states/la/people/valarie-hodges.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State Senate District 13"
+represents: "us/states/la/districts/senate/13"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA Senate District 13 (LA State Senate District 13).
 
+Represents [LA State Senate District 13](/us/states/la/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/vanessa-lafleur.md b/data/jurisdictions/us/states/la/people/vanessa-lafleur.md
index 35254d6b3e..ce6535e861 100644
--- a/data/jurisdictions/us/states/la/people/vanessa-lafleur.md
+++ b/data/jurisdictions/us/states/la/people/vanessa-lafleur.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 101"
+represents: "us/states/la/districts/house/101"
 tenure:
   start: "2022-04-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 101 (LA State House of Representatives District 101).
 
+Represents [LA State House of Representatives District 101](/us/states/la/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/vincent-cox.md b/data/jurisdictions/us/states/la/people/vincent-cox.md
index e3f1d466c5..cef73faf2f 100644
--- a/data/jurisdictions/us/states/la/people/vincent-cox.md
+++ b/data/jurisdictions/us/states/la/people/vincent-cox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 85"
+represents: "us/states/la/districts/house/85"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 85 (LA State House of Representatives District 85).
 
+Represents [LA State House of Representatives District 85](/us/states/la/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/vinney-st-blanc.md b/data/jurisdictions/us/states/la/people/vinney-st-blanc.md
index f364790104..8fd70f3a7b 100644
--- a/data/jurisdictions/us/states/la/people/vinney-st-blanc.md
+++ b/data/jurisdictions/us/states/la/people/vinney-st-blanc.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 50"
+represents: "us/states/la/districts/house/50"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 50 (LA State House of Representatives District 50).
 
+Represents [LA State House of Representatives District 50](/us/states/la/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/wayne-mcmahen.md b/data/jurisdictions/us/states/la/people/wayne-mcmahen.md
index 2144d7ccc1..ac1574c52d 100644
--- a/data/jurisdictions/us/states/la/people/wayne-mcmahen.md
+++ b/data/jurisdictions/us/states/la/people/wayne-mcmahen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 10"
+represents: "us/states/la/districts/house/10"
 tenure:
   start: "2018-07-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 10 (LA State House of Representatives District 10).
 
+Represents [LA State House of Representatives District 10](/us/states/la/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/la/people/wilford-carter.md b/data/jurisdictions/us/states/la/people/wilford-carter.md
index 28228dcfdb..3a59cf4c44 100644
--- a/data/jurisdictions/us/states/la/people/wilford-carter.md
+++ b/data/jurisdictions/us/states/la/people/wilford-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "LA"
 district: "LA State House of Representatives District 34"
+represents: "us/states/la/districts/house/34"
 tenure:
   start: "2020-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current LA House District 34 (LA State House of Representatives District 34).
 
+Represents [LA State House of Representatives District 34](/us/states/la/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/counties/barnstable/index.md b/data/jurisdictions/us/states/ma/counties/barnstable/index.md
index 9857cd490d..46579c12d9 100644
--- a/data/jurisdictions/us/states/ma/counties/barnstable/index.md
+++ b/data/jurisdictions/us/states/ma/counties/barnstable/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 1025
   hispanic: 8561
   bachelors_plus: 129740
+districts:
+  - to: "us/states/ma/districts/09"
+    rel: in-district
+    area_weight: 0.3491
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 8561 |
 | Bachelor's or higher | 129740 |
 
+## Districts
+
+- [MA-09](/us/states/ma/districts/09.md) — 35% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/berkshire/index.md b/data/jurisdictions/us/states/ma/counties/berkshire/index.md
index 0b72091f92..d08182657e 100644
--- a/data/jurisdictions/us/states/ma/counties/berkshire/index.md
+++ b/data/jurisdictions/us/states/ma/counties/berkshire/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 565
   hispanic: 7591
   bachelors_plus: 56324
+districts:
+  - to: "us/states/ma/districts/01"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 7591 |
 | Bachelor's or higher | 56324 |
 
+## Districts
+
+- [MA-01](/us/states/ma/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/bristol/index.md b/data/jurisdictions/us/states/ma/counties/bristol/index.md
index 899cf1f35e..57556b3dd0 100644
--- a/data/jurisdictions/us/states/ma/counties/bristol/index.md
+++ b/data/jurisdictions/us/states/ma/counties/bristol/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1323
   hispanic: 59389
   bachelors_plus: 174153
+districts:
+  - to: "us/states/ma/districts/04"
+    rel: in-district
+    area_weight: 0.545
+  - to: "us/states/ma/districts/09"
+    rel: in-district
+    area_weight: 0.2673
+  - to: "us/states/ma/districts/08"
+    rel: in-district
+    area_weight: 0.0425
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 59389 |
 | Bachelor's or higher | 174153 |
 
+## Districts
+
+- [MA-04](/us/states/ma/districts/04.md) — 55% (congressional)
+- [MA-09](/us/states/ma/districts/09.md) — 27% (congressional)
+- [MA-08](/us/states/ma/districts/08.md) — 4% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/dukes/index.md b/data/jurisdictions/us/states/ma/counties/dukes/index.md
index 6fb3c3d4bc..f53b9d7f9c 100644
--- a/data/jurisdictions/us/states/ma/counties/dukes/index.md
+++ b/data/jurisdictions/us/states/ma/counties/dukes/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 222
   hispanic: 682
   bachelors_plus: 12627
+districts:
+  - to: "us/states/ma/districts/09"
+    rel: in-district
+    area_weight: 0.2533
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 682 |
 | Bachelor's or higher | 12627 |
 
+## Districts
+
+- [MA-09](/us/states/ma/districts/09.md) — 25% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/essex/index.md b/data/jurisdictions/us/states/ma/counties/essex/index.md
index df2f0869b6..043cdc453d 100644
--- a/data/jurisdictions/us/states/ma/counties/essex/index.md
+++ b/data/jurisdictions/us/states/ma/counties/essex/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 2429
   hispanic: 195593
   bachelors_plus: 348582
+districts:
+  - to: "us/states/ma/districts/06"
+    rel: in-district
+    area_weight: 0.5662
+  - to: "us/states/ma/districts/03"
+    rel: in-district
+    area_weight: 0.0799
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction — 8 officeholders mapped.
 | Hispanic/Latino | 195593 |
 | Bachelor's or higher | 348582 |
 
+## Districts
+
+- [MA-06](/us/states/ma/districts/06.md) — 57% (congressional)
+- [MA-03](/us/states/ma/districts/03.md) — 8% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/franklin/index.md b/data/jurisdictions/us/states/ma/counties/franklin/index.md
index 5fbd393ebd..e09633b0e2 100644
--- a/data/jurisdictions/us/states/ma/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/ma/counties/franklin/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 82
   hispanic: 3839
   bachelors_plus: 32142
+districts:
+  - to: "us/states/ma/districts/02"
+    rel: in-district
+    area_weight: 0.8723
+  - to: "us/states/ma/districts/01"
+    rel: in-district
+    area_weight: 0.1275
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 3839 |
 | Bachelor's or higher | 32142 |
 
+## Districts
+
+- [MA-02](/us/states/ma/districts/02.md) — 87% (congressional)
+- [MA-01](/us/states/ma/districts/01.md) — 13% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/hampden/index.md b/data/jurisdictions/us/states/ma/counties/hampden/index.md
index 9653a4dd0e..d79cdc693d 100644
--- a/data/jurisdictions/us/states/ma/counties/hampden/index.md
+++ b/data/jurisdictions/us/states/ma/counties/hampden/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 1292
   hispanic: 125188
   bachelors_plus: 132778
+districts:
+  - to: "us/states/ma/districts/01"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 125188 |
 | Bachelor's or higher | 132778 |
 
+## Districts
+
+- [MA-01](/us/states/ma/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/hampshire/index.md b/data/jurisdictions/us/states/ma/counties/hampshire/index.md
index 69eea44bba..4f8b4f3ece 100644
--- a/data/jurisdictions/us/states/ma/counties/hampshire/index.md
+++ b/data/jurisdictions/us/states/ma/counties/hampshire/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 333
   hispanic: 11964
   bachelors_plus: 79914
+districts:
+  - to: "us/states/ma/districts/01"
+    rel: in-district
+    area_weight: 0.569
+  - to: "us/states/ma/districts/02"
+    rel: in-district
+    area_weight: 0.431
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11964 |
 | Bachelor's or higher | 79914 |
 
+## Districts
+
+- [MA-01](/us/states/ma/districts/01.md) — 57% (congressional)
+- [MA-02](/us/states/ma/districts/02.md) — 43% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/middlesex/index.md b/data/jurisdictions/us/states/ma/counties/middlesex/index.md
index a4c7a80459..ad61c6ae77 100644
--- a/data/jurisdictions/us/states/ma/counties/middlesex/index.md
+++ b/data/jurisdictions/us/states/ma/counties/middlesex/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 3246
   hispanic: 151761
   bachelors_plus: 1044737
+districts:
+  - to: "us/states/ma/districts/03"
+    rel: in-district
+    area_weight: 0.4993
+  - to: "us/states/ma/districts/05"
+    rel: in-district
+    area_weight: 0.2518
+  - to: "us/states/ma/districts/06"
+    rel: in-district
+    area_weight: 0.1237
+  - to: "us/states/ma/districts/02"
+    rel: in-district
+    area_weight: 0.0708
+  - to: "us/states/ma/districts/04"
+    rel: in-district
+    area_weight: 0.0406
+  - to: "us/states/ma/districts/07"
+    rel: in-district
+    area_weight: 0.0137
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 7 officeholders mapped.
 | Hispanic/Latino | 151761 |
 | Bachelor's or higher | 1044737 |
 
+## Districts
+
+- [MA-03](/us/states/ma/districts/03.md) — 50% (congressional)
+- [MA-05](/us/states/ma/districts/05.md) — 25% (congressional)
+- [MA-06](/us/states/ma/districts/06.md) — 12% (congressional)
+- [MA-02](/us/states/ma/districts/02.md) — 7% (congressional)
+- [MA-04](/us/states/ma/districts/04.md) — 4% (congressional)
+- [MA-07](/us/states/ma/districts/07.md) — 1% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/nantucket/index.md b/data/jurisdictions/us/states/ma/counties/nantucket/index.md
index 47ab028bb4..a6633e610f 100644
--- a/data/jurisdictions/us/states/ma/counties/nantucket/index.md
+++ b/data/jurisdictions/us/states/ma/counties/nantucket/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 8
   hispanic: 2467
   bachelors_plus: 8240
+districts:
+  - to: "us/states/ma/districts/09"
+    rel: in-district
+    area_weight: 0.1959
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 2467 |
 | Bachelor's or higher | 8240 |
 
+## Districts
+
+- [MA-09](/us/states/ma/districts/09.md) — 20% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/norfolk/index.md b/data/jurisdictions/us/states/ma/counties/norfolk/index.md
index ec76734edd..c428ea2aff 100644
--- a/data/jurisdictions/us/states/ma/counties/norfolk/index.md
+++ b/data/jurisdictions/us/states/ma/counties/norfolk/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 706
   hispanic: 42383
   bachelors_plus: 451470
+districts:
+  - to: "us/states/ma/districts/04"
+    rel: in-district
+    area_weight: 0.463
+  - to: "us/states/ma/districts/08"
+    rel: in-district
+    area_weight: 0.3729
+  - to: "us/states/ma/districts/07"
+    rel: in-district
+    area_weight: 0.0393
+  - to: "us/states/ma/districts/02"
+    rel: in-district
+    area_weight: 0.026
+  - to: "us/states/ma/districts/09"
+    rel: in-district
+    area_weight: 0.0234
+  - to: "us/states/ma/districts/05"
+    rel: in-district
+    area_weight: 0.0169
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 42383 |
 | Bachelor's or higher | 451470 |
 
+## Districts
+
+- [MA-04](/us/states/ma/districts/04.md) — 46% (congressional)
+- [MA-08](/us/states/ma/districts/08.md) — 37% (congressional)
+- [MA-07](/us/states/ma/districts/07.md) — 4% (congressional)
+- [MA-02](/us/states/ma/districts/02.md) — 3% (congressional)
+- [MA-09](/us/states/ma/districts/09.md) — 2% (congressional)
+- [MA-05](/us/states/ma/districts/05.md) — 2% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/plymouth/index.md b/data/jurisdictions/us/states/ma/counties/plymouth/index.md
index ee2e311701..9519541590 100644
--- a/data/jurisdictions/us/states/ma/counties/plymouth/index.md
+++ b/data/jurisdictions/us/states/ma/counties/plymouth/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 801
   hispanic: 26184
   bachelors_plus: 220404
+districts:
+  - to: "us/states/ma/districts/09"
+    rel: in-district
+    area_weight: 0.5137
+  - to: "us/states/ma/districts/08"
+    rel: in-district
+    area_weight: 0.0966
+  - to: "us/states/ma/districts/04"
+    rel: in-district
+    area_weight: 0.0332
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 26184 |
 | Bachelor's or higher | 220404 |
 
+## Districts
+
+- [MA-09](/us/states/ma/districts/09.md) — 51% (congressional)
+- [MA-08](/us/states/ma/districts/08.md) — 10% (congressional)
+- [MA-04](/us/states/ma/districts/04.md) — 3% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/suffolk/index.md b/data/jurisdictions/us/states/ma/counties/suffolk/index.md
index c4e4fee986..8eadd898cb 100644
--- a/data/jurisdictions/us/states/ma/counties/suffolk/index.md
+++ b/data/jurisdictions/us/states/ma/counties/suffolk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2825
   hispanic: 182283
   bachelors_plus: 409219
+districts:
+  - to: "us/states/ma/districts/07"
+    rel: in-district
+    area_weight: 0.3081
+  - to: "us/states/ma/districts/08"
+    rel: in-district
+    area_weight: 0.1782
+  - to: "us/states/ma/districts/05"
+    rel: in-district
+    area_weight: 0.0832
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 182283 |
 | Bachelor's or higher | 409219 |
 
+## Districts
+
+- [MA-07](/us/states/ma/districts/07.md) — 31% (congressional)
+- [MA-08](/us/states/ma/districts/08.md) — 18% (congressional)
+- [MA-05](/us/states/ma/districts/05.md) — 8% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/counties/worcester/index.md b/data/jurisdictions/us/states/ma/counties/worcester/index.md
index 3100d2544e..9781780361 100644
--- a/data/jurisdictions/us/states/ma/counties/worcester/index.md
+++ b/data/jurisdictions/us/states/ma/counties/worcester/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2170
   hispanic: 118968
   bachelors_plus: 343880
+districts:
+  - to: "us/states/ma/districts/02"
+    rel: in-district
+    area_weight: 0.587
+  - to: "us/states/ma/districts/01"
+    rel: in-district
+    area_weight: 0.1949
+  - to: "us/states/ma/districts/03"
+    rel: in-district
+    area_weight: 0.1838
+  - to: "us/states/ma/districts/04"
+    rel: in-district
+    area_weight: 0.0342
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ma]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 118968 |
 | Bachelor's or higher | 343880 |
 
+## Districts
+
+- [MA-02](/us/states/ma/districts/02.md) — 59% (congressional)
+- [MA-01](/us/states/ma/districts/01.md) — 19% (congressional)
+- [MA-03](/us/states/ma/districts/03.md) — 18% (congressional)
+- [MA-04](/us/states/ma/districts/04.md) — 3% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ma/districts/01.md b/data/jurisdictions/us/states/ma/districts/01.md
index 080c373f7a..fcaaa886b8 100644
--- a/data/jurisdictions/us/states/ma/districts/01.md
+++ b/data/jurisdictions/us/states/ma/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 181603
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ma]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ma/districts/02.md b/data/jurisdictions/us/states/ma/districts/02.md
index c29c07faab..26e6525be7 100644
--- a/data/jurisdictions/us/states/ma/districts/02.md
+++ b/data/jurisdictions/us/states/ma/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 266581
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ma]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ma/districts/03.md b/data/jurisdictions/us/states/ma/districts/03.md
index 649cafe18e..6e4c76457a 100644
--- a/data/jurisdictions/us/states/ma/districts/03.md
+++ b/data/jurisdictions/us/states/ma/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 217318
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ma]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ma/districts/04.md b/data/jurisdictions/us/states/ma/districts/04.md
index fa40b9281f..80c3092a6c 100644
--- a/data/jurisdictions/us/states/ma/districts/04.md
+++ b/data/jurisdictions/us/states/ma/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 285275
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ma]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ma/districts/05.md b/data/jurisdictions/us/states/ma/districts/05.md
index 60c80f39a7..3f06dbcb74 100644
--- a/data/jurisdictions/us/states/ma/districts/05.md
+++ b/data/jurisdictions/us/states/ma/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 350781
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ma]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ma/districts/06.md b/data/jurisdictions/us/states/ma/districts/06.md
index 619537c8b8..7d8f7fbd77 100644
--- a/data/jurisdictions/us/states/ma/districts/06.md
+++ b/data/jurisdictions/us/states/ma/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 292135
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ma]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ma/districts/07.md b/data/jurisdictions/us/states/ma/districts/07.md
index ebcccec272..d850cf9142 100644
--- a/data/jurisdictions/us/states/ma/districts/07.md
+++ b/data/jurisdictions/us/states/ma/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 272970
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ma]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ma/districts/08.md b/data/jurisdictions/us/states/ma/districts/08.md
index 35b2a8eddf..fb12092e3b 100644
--- a/data/jurisdictions/us/states/ma/districts/08.md
+++ b/data/jurisdictions/us/states/ma/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 318455
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ma]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ma/districts/09.md b/data/jurisdictions/us/states/ma/districts/09.md
index 226018b623..e2ffca0e09 100644
--- a/data/jurisdictions/us/states/ma/districts/09.md
+++ b/data/jurisdictions/us/states/ma/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 264452
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ma]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ma/districts/house/10th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/10th-bristol.md
new file mode 100644
index 0000000000..3ed3111bf5
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/10th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 10th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "10th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 10th Bristol
+
+State House district 10th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/10th-essex.md b/data/jurisdictions/us/states/ma/districts/house/10th-essex.md
new file mode 100644
index 0000000000..bf454fdcc2
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/10th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 10th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "10th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 10th Essex
+
+State House district 10th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/10th-hampden.md b/data/jurisdictions/us/states/ma/districts/house/10th-hampden.md
new file mode 100644
index 0000000000..15f6a0053d
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/10th-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 10th Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "10th Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 10th Hampden
+
+State House district 10th Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/10th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/10th-middlesex.md
new file mode 100644
index 0000000000..e35751423f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/10th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 10th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "10th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 10th Middlesex
+
+State House district 10th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/10th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/10th-norfolk.md
new file mode 100644
index 0000000000..01bdee7b8c
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/10th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 10th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "10th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 10th Norfolk
+
+State House district 10th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/10th-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/10th-plymouth.md
new file mode 100644
index 0000000000..013b8e7829
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/10th-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 10th Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "10th Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 10th Plymouth
+
+State House district 10th Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/10th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/10th-suffolk.md
new file mode 100644
index 0000000000..79fe1ae339
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/10th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 10th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "10th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 10th Suffolk
+
+State House district 10th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/10th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/10th-worcester.md
new file mode 100644
index 0000000000..3837496e84
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/10th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 10th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "10th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 10th Worcester
+
+State House district 10th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/11th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/11th-bristol.md
new file mode 100644
index 0000000000..170f45dace
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/11th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 11th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "11th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 11th Bristol
+
+State House district 11th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/11th-essex.md b/data/jurisdictions/us/states/ma/districts/house/11th-essex.md
new file mode 100644
index 0000000000..77171e1649
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/11th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 11th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "11th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 11th Essex
+
+State House district 11th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/11th-hampden.md b/data/jurisdictions/us/states/ma/districts/house/11th-hampden.md
new file mode 100644
index 0000000000..2c10560521
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/11th-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 11th Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "11th Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 11th Hampden
+
+State House district 11th Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/11th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/11th-middlesex.md
new file mode 100644
index 0000000000..23462c1c04
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/11th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 11th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "11th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 11th Middlesex
+
+State House district 11th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/11th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/11th-norfolk.md
new file mode 100644
index 0000000000..de0ac0ea3d
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/11th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 11th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "11th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 11th Norfolk
+
+State House district 11th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/11th-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/11th-plymouth.md
new file mode 100644
index 0000000000..c3e66e1131
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/11th-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 11th Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "11th Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 11th Plymouth
+
+State House district 11th Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/11th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/11th-suffolk.md
new file mode 100644
index 0000000000..06bbe3947a
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/11th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 11th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "11th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 11th Suffolk
+
+State House district 11th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/11th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/11th-worcester.md
new file mode 100644
index 0000000000..89dde54aa4
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/11th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 11th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "11th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 11th Worcester
+
+State House district 11th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/12th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/12th-bristol.md
new file mode 100644
index 0000000000..c106db7142
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/12th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 12th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "12th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 12th Bristol
+
+State House district 12th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/12th-essex.md b/data/jurisdictions/us/states/ma/districts/house/12th-essex.md
new file mode 100644
index 0000000000..b20d53ba05
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/12th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 12th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "12th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 12th Essex
+
+State House district 12th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/12th-hampden.md b/data/jurisdictions/us/states/ma/districts/house/12th-hampden.md
new file mode 100644
index 0000000000..d1014a9b17
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/12th-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 12th Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "12th Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 12th Hampden
+
+State House district 12th Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/12th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/12th-middlesex.md
new file mode 100644
index 0000000000..c8d481325a
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/12th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 12th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "12th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 12th Middlesex
+
+State House district 12th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/12th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/12th-norfolk.md
new file mode 100644
index 0000000000..1f51d5a94a
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/12th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 12th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "12th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 12th Norfolk
+
+State House district 12th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/12th-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/12th-plymouth.md
new file mode 100644
index 0000000000..b0ebdb22d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/12th-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 12th Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "12th Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 12th Plymouth
+
+State House district 12th Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/12th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/12th-suffolk.md
new file mode 100644
index 0000000000..fe8ee68961
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/12th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 12th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "12th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 12th Suffolk
+
+State House district 12th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/12th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/12th-worcester.md
new file mode 100644
index 0000000000..d1e305a2f3
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/12th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 12th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "12th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 12th Worcester
+
+State House district 12th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/13th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/13th-bristol.md
new file mode 100644
index 0000000000..73a62fd305
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/13th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 13th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "13th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 13th Bristol
+
+State House district 13th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/13th-essex.md b/data/jurisdictions/us/states/ma/districts/house/13th-essex.md
new file mode 100644
index 0000000000..59102f255d
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/13th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 13th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "13th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 13th Essex
+
+State House district 13th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/13th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/13th-middlesex.md
new file mode 100644
index 0000000000..509402e07c
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/13th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 13th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "13th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 13th Middlesex
+
+State House district 13th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/13th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/13th-norfolk.md
new file mode 100644
index 0000000000..1b04ed9319
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/13th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 13th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "13th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 13th Norfolk
+
+State House district 13th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/13th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/13th-suffolk.md
new file mode 100644
index 0000000000..7e4fa5a965
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/13th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 13th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "13th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 13th Suffolk
+
+State House district 13th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/13th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/13th-worcester.md
new file mode 100644
index 0000000000..2dcb5f916e
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/13th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 13th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "13th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 13th Worcester
+
+State House district 13th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/14th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/14th-bristol.md
new file mode 100644
index 0000000000..3a060c2dfb
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/14th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 14th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "14th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 14th Bristol
+
+State House district 14th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/14th-essex.md b/data/jurisdictions/us/states/ma/districts/house/14th-essex.md
new file mode 100644
index 0000000000..fa270c22b6
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/14th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 14th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "14th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 14th Essex
+
+State House district 14th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/14th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/14th-middlesex.md
new file mode 100644
index 0000000000..0b8ea09252
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/14th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 14th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "14th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 14th Middlesex
+
+State House district 14th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/14th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/14th-norfolk.md
new file mode 100644
index 0000000000..caacba25bf
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/14th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 14th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "14th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 14th Norfolk
+
+State House district 14th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/14th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/14th-suffolk.md
new file mode 100644
index 0000000000..2468428c29
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/14th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 14th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "14th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 14th Suffolk
+
+State House district 14th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/14th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/14th-worcester.md
new file mode 100644
index 0000000000..422135ae7d
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/14th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 14th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "14th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 14th Worcester
+
+State House district 14th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/15th-essex.md b/data/jurisdictions/us/states/ma/districts/house/15th-essex.md
new file mode 100644
index 0000000000..21fe763075
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/15th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 15th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "15th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 15th Essex
+
+State House district 15th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/15th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/15th-middlesex.md
new file mode 100644
index 0000000000..a9088aefb7
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/15th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 15th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "15th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 15th Middlesex
+
+State House district 15th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/15th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/15th-norfolk.md
new file mode 100644
index 0000000000..aba4c029db
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/15th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 15th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "15th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 15th Norfolk
+
+State House district 15th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/15th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/15th-suffolk.md
new file mode 100644
index 0000000000..f6e4371b9e
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/15th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 15th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "15th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 15th Suffolk
+
+State House district 15th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/15th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/15th-worcester.md
new file mode 100644
index 0000000000..41b7db9522
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/15th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 15th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "15th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 15th Worcester
+
+State House district 15th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/16th-essex.md b/data/jurisdictions/us/states/ma/districts/house/16th-essex.md
new file mode 100644
index 0000000000..0eb969f8aa
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/16th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 16th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "16th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 16th Essex
+
+State House district 16th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/16th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/16th-middlesex.md
new file mode 100644
index 0000000000..03ac5e8643
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/16th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 16th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "16th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 16th Middlesex
+
+State House district 16th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/16th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/16th-suffolk.md
new file mode 100644
index 0000000000..20af4ae37b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/16th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 16th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "16th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 16th Suffolk
+
+State House district 16th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/16th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/16th-worcester.md
new file mode 100644
index 0000000000..3065c6c0de
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/16th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 16th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "16th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 16th Worcester
+
+State House district 16th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/17th-essex.md b/data/jurisdictions/us/states/ma/districts/house/17th-essex.md
new file mode 100644
index 0000000000..1686fd9a8c
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/17th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 17th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "17th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 17th Essex
+
+State House district 17th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/17th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/17th-suffolk.md
new file mode 100644
index 0000000000..77dc1159c2
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/17th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 17th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "17th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 17th Suffolk
+
+State House district 17th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/17th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/17th-worcester.md
new file mode 100644
index 0000000000..06de423951
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/17th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 17th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "17th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 17th Worcester
+
+State House district 17th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/18th-essex.md b/data/jurisdictions/us/states/ma/districts/house/18th-essex.md
new file mode 100644
index 0000000000..546925e2c8
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/18th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 18th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "18th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 18th Essex
+
+State House district 18th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/18th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/18th-middlesex.md
new file mode 100644
index 0000000000..c725aef86f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/18th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 18th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "18th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 18th Middlesex
+
+State House district 18th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/18th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/18th-suffolk.md
new file mode 100644
index 0000000000..f441f8b176
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/18th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 18th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "18th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 18th Suffolk
+
+State House district 18th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/18th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/18th-worcester.md
new file mode 100644
index 0000000000..c689c3dd29
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/18th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 18th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "18th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 18th Worcester
+
+State House district 18th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/19th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/19th-middlesex.md
new file mode 100644
index 0000000000..a2eea54c90
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/19th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 19th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "19th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 19th Middlesex
+
+State House district 19th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/19th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/19th-suffolk.md
new file mode 100644
index 0000000000..3fd9946797
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/19th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 19th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "19th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 19th Suffolk
+
+State House district 19th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/19th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/19th-worcester.md
new file mode 100644
index 0000000000..a3d3016e52
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/19th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 19th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "19th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 19th Worcester
+
+State House district 19th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-barnstable.md b/data/jurisdictions/us/states/ma/districts/house/1st-barnstable.md
new file mode 100644
index 0000000000..ba3f87c53f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-barnstable.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Barnstable"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Barnstable"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Barnstable
+
+State House district 1st Barnstable (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-berkshire.md b/data/jurisdictions/us/states/ma/districts/house/1st-berkshire.md
new file mode 100644
index 0000000000..0adb3253f9
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-berkshire.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Berkshire"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Berkshire"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Berkshire
+
+State House district 1st Berkshire (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-bristol.md b/data/jurisdictions/us/states/ma/districts/house/1st-bristol.md
new file mode 100644
index 0000000000..48bc408e57
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Bristol
+
+State House district 1st Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-essex.md b/data/jurisdictions/us/states/ma/districts/house/1st-essex.md
new file mode 100644
index 0000000000..d14f03e38c
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Essex
+
+State House district 1st Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-hampden.md b/data/jurisdictions/us/states/ma/districts/house/1st-hampden.md
new file mode 100644
index 0000000000..584ebd75fd
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Hampden
+
+State House district 1st Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-hampshire.md b/data/jurisdictions/us/states/ma/districts/house/1st-hampshire.md
new file mode 100644
index 0000000000..9df3639306
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-hampshire.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Hampshire"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Hampshire"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Hampshire
+
+State House district 1st Hampshire (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/1st-middlesex.md
new file mode 100644
index 0000000000..f59f971e7c
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Middlesex
+
+State House district 1st Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/1st-norfolk.md
new file mode 100644
index 0000000000..c95bf1c55f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Norfolk
+
+State House district 1st Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/1st-plymouth.md
new file mode 100644
index 0000000000..09e7acb2e7
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Plymouth
+
+State House district 1st Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/1st-suffolk.md
new file mode 100644
index 0000000000..61ac383195
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Suffolk
+
+State House district 1st Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/1st-worcester.md b/data/jurisdictions/us/states/ma/districts/house/1st-worcester.md
new file mode 100644
index 0000000000..d675cd159b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/1st-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 1st Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "1st Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 1st Worcester
+
+State House district 1st Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/20th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/20th-middlesex.md
new file mode 100644
index 0000000000..aa893346c0
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/20th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 20th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "20th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 20th Middlesex
+
+State House district 20th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/21st-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/21st-middlesex.md
new file mode 100644
index 0000000000..e97b914d9c
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/21st-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 21st Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "21st Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 21st Middlesex
+
+State House district 21st Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/22nd-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/22nd-middlesex.md
new file mode 100644
index 0000000000..1ab66619d2
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/22nd-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 22nd Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "22nd Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 22nd Middlesex
+
+State House district 22nd Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/23rd-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/23rd-middlesex.md
new file mode 100644
index 0000000000..179d89fe5f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/23rd-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 23rd Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "23rd Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 23rd Middlesex
+
+State House district 23rd Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/24th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/24th-middlesex.md
new file mode 100644
index 0000000000..d6284eecda
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/24th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 24th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "24th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 24th Middlesex
+
+State House district 24th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/25th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/25th-middlesex.md
new file mode 100644
index 0000000000..71db5333c2
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/25th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 25th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "25th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 25th Middlesex
+
+State House district 25th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/26th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/26th-middlesex.md
new file mode 100644
index 0000000000..9ef2478841
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/26th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 26th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "26th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 26th Middlesex
+
+State House district 26th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/27th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/27th-middlesex.md
new file mode 100644
index 0000000000..53928a960e
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/27th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 27th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "27th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 27th Middlesex
+
+State House district 27th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/28th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/28th-middlesex.md
new file mode 100644
index 0000000000..ea536ceb42
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/28th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 28th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "28th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 28th Middlesex
+
+State House district 28th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/29th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/29th-middlesex.md
new file mode 100644
index 0000000000..76b71af8d2
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/29th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 29th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "29th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 29th Middlesex
+
+State House district 29th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-barnstable.md b/data/jurisdictions/us/states/ma/districts/house/2nd-barnstable.md
new file mode 100644
index 0000000000..3c8967ef56
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-barnstable.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Barnstable"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Barnstable"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Barnstable
+
+State House district 2nd Barnstable (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-berkshire.md b/data/jurisdictions/us/states/ma/districts/house/2nd-berkshire.md
new file mode 100644
index 0000000000..96021ad9ee
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-berkshire.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Berkshire"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Berkshire"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Berkshire
+
+State House district 2nd Berkshire (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-bristol.md b/data/jurisdictions/us/states/ma/districts/house/2nd-bristol.md
new file mode 100644
index 0000000000..83a6d1859b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Bristol
+
+State House district 2nd Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-essex.md b/data/jurisdictions/us/states/ma/districts/house/2nd-essex.md
new file mode 100644
index 0000000000..b7eaed4e3d
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Essex
+
+State House district 2nd Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-franklin.md b/data/jurisdictions/us/states/ma/districts/house/2nd-franklin.md
new file mode 100644
index 0000000000..53e0d753cb
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-franklin.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Franklin"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Franklin"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Franklin
+
+State House district 2nd Franklin (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-hampden.md b/data/jurisdictions/us/states/ma/districts/house/2nd-hampden.md
new file mode 100644
index 0000000000..97cb5c46a0
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Hampden
+
+State House district 2nd Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-hampshire.md b/data/jurisdictions/us/states/ma/districts/house/2nd-hampshire.md
new file mode 100644
index 0000000000..84e863605b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-hampshire.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Hampshire"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Hampshire"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Hampshire
+
+State House district 2nd Hampshire (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/2nd-middlesex.md
new file mode 100644
index 0000000000..1590f41ce1
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Middlesex
+
+State House district 2nd Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/2nd-norfolk.md
new file mode 100644
index 0000000000..cc05b45677
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Norfolk
+
+State House district 2nd Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/2nd-plymouth.md
new file mode 100644
index 0000000000..aabfd3331d
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Plymouth
+
+State House district 2nd Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/2nd-suffolk.md
new file mode 100644
index 0000000000..31355f4d03
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Suffolk
+
+State House district 2nd Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/2nd-worcester.md b/data/jurisdictions/us/states/ma/districts/house/2nd-worcester.md
new file mode 100644
index 0000000000..f0f70e44dc
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/2nd-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 2nd Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "2nd Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 2nd Worcester
+
+State House district 2nd Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/30th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/30th-middlesex.md
new file mode 100644
index 0000000000..2e14223324
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/30th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 30th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "30th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 30th Middlesex
+
+State House district 30th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/31st-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/31st-middlesex.md
new file mode 100644
index 0000000000..eebf369c80
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/31st-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 31st Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "31st Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 31st Middlesex
+
+State House district 31st Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/32nd-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/32nd-middlesex.md
new file mode 100644
index 0000000000..f0fb77df15
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/32nd-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 32nd Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "32nd Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 32nd Middlesex
+
+State House district 32nd Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/33rd-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/33rd-middlesex.md
new file mode 100644
index 0000000000..b7a012863b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/33rd-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 33rd Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "33rd Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 33rd Middlesex
+
+State House district 33rd Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/34th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/34th-middlesex.md
new file mode 100644
index 0000000000..895e024a38
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/34th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 34th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "34th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 34th Middlesex
+
+State House district 34th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/35th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/35th-middlesex.md
new file mode 100644
index 0000000000..2d58e7ee83
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/35th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 35th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "35th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 35th Middlesex
+
+State House district 35th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/36th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/36th-middlesex.md
new file mode 100644
index 0000000000..d4c23996cb
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/36th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 36th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "36th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 36th Middlesex
+
+State House district 36th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/37th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/37th-middlesex.md
new file mode 100644
index 0000000000..01091b53c7
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/37th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 37th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "37th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 37th Middlesex
+
+State House district 37th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-barnstable.md b/data/jurisdictions/us/states/ma/districts/house/3rd-barnstable.md
new file mode 100644
index 0000000000..6b4081ef84
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-barnstable.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Barnstable"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Barnstable"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Barnstable
+
+State House district 3rd Barnstable (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-berkshire.md b/data/jurisdictions/us/states/ma/districts/house/3rd-berkshire.md
new file mode 100644
index 0000000000..d2068f7c0d
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-berkshire.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Berkshire"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Berkshire"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Berkshire
+
+State House district 3rd Berkshire (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-bristol.md b/data/jurisdictions/us/states/ma/districts/house/3rd-bristol.md
new file mode 100644
index 0000000000..15c2981edb
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Bristol
+
+State House district 3rd Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-essex.md b/data/jurisdictions/us/states/ma/districts/house/3rd-essex.md
new file mode 100644
index 0000000000..0e15980a58
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Essex
+
+State House district 3rd Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-hampden.md b/data/jurisdictions/us/states/ma/districts/house/3rd-hampden.md
new file mode 100644
index 0000000000..694af96d16
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Hampden
+
+State House district 3rd Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-hampshire.md b/data/jurisdictions/us/states/ma/districts/house/3rd-hampshire.md
new file mode 100644
index 0000000000..b42ea1806c
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-hampshire.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Hampshire"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Hampshire"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Hampshire
+
+State House district 3rd Hampshire (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/3rd-middlesex.md
new file mode 100644
index 0000000000..36925bc800
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Middlesex
+
+State House district 3rd Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/3rd-norfolk.md
new file mode 100644
index 0000000000..df73e506fc
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Norfolk
+
+State House district 3rd Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/3rd-plymouth.md
new file mode 100644
index 0000000000..3ea15a873e
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Plymouth
+
+State House district 3rd Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/3rd-suffolk.md
new file mode 100644
index 0000000000..58fad6b51f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Suffolk
+
+State House district 3rd Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/3rd-worcester.md b/data/jurisdictions/us/states/ma/districts/house/3rd-worcester.md
new file mode 100644
index 0000000000..df61462f89
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/3rd-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 3rd Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "3rd Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 3rd Worcester
+
+State House district 3rd Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/4th-barnstable.md b/data/jurisdictions/us/states/ma/districts/house/4th-barnstable.md
new file mode 100644
index 0000000000..5d5265b609
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/4th-barnstable.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 4th Barnstable"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "4th Barnstable"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 4th Barnstable
+
+State House district 4th Barnstable (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/4th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/4th-bristol.md
new file mode 100644
index 0000000000..a2aea9fcd6
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/4th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 4th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "4th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 4th Bristol
+
+State House district 4th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/4th-essex.md b/data/jurisdictions/us/states/ma/districts/house/4th-essex.md
new file mode 100644
index 0000000000..5ce8b91256
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/4th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 4th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "4th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 4th Essex
+
+State House district 4th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/4th-hampden.md b/data/jurisdictions/us/states/ma/districts/house/4th-hampden.md
new file mode 100644
index 0000000000..09decbe6f3
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/4th-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 4th Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "4th Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 4th Hampden
+
+State House district 4th Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/4th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/4th-middlesex.md
new file mode 100644
index 0000000000..d0219c77b7
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/4th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 4th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "4th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 4th Middlesex
+
+State House district 4th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/4th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/4th-norfolk.md
new file mode 100644
index 0000000000..4dfcae7fb6
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/4th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 4th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "4th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 4th Norfolk
+
+State House district 4th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/4th-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/4th-plymouth.md
new file mode 100644
index 0000000000..7a0080f88b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/4th-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 4th Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "4th Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 4th Plymouth
+
+State House district 4th Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/4th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/4th-suffolk.md
new file mode 100644
index 0000000000..9ebc5bc6c1
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/4th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 4th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "4th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 4th Suffolk
+
+State House district 4th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/4th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/4th-worcester.md
new file mode 100644
index 0000000000..066fe71cad
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/4th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 4th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "4th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 4th Worcester
+
+State House district 4th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/5th-barnstable.md b/data/jurisdictions/us/states/ma/districts/house/5th-barnstable.md
new file mode 100644
index 0000000000..129b7c7ebb
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/5th-barnstable.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 5th Barnstable"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "5th Barnstable"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 5th Barnstable
+
+State House district 5th Barnstable (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/5th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/5th-bristol.md
new file mode 100644
index 0000000000..e209228e97
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/5th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 5th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "5th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 5th Bristol
+
+State House district 5th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/5th-essex.md b/data/jurisdictions/us/states/ma/districts/house/5th-essex.md
new file mode 100644
index 0000000000..87c4df69e9
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/5th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 5th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "5th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 5th Essex
+
+State House district 5th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/5th-hampden.md b/data/jurisdictions/us/states/ma/districts/house/5th-hampden.md
new file mode 100644
index 0000000000..dc429756bf
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/5th-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 5th Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "5th Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 5th Hampden
+
+State House district 5th Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/5th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/5th-middlesex.md
new file mode 100644
index 0000000000..4ac52ea80a
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/5th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 5th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "5th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 5th Middlesex
+
+State House district 5th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/5th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/5th-norfolk.md
new file mode 100644
index 0000000000..1f0d2d06be
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/5th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 5th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "5th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 5th Norfolk
+
+State House district 5th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/5th-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/5th-plymouth.md
new file mode 100644
index 0000000000..43dbf35634
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/5th-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 5th Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "5th Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 5th Plymouth
+
+State House district 5th Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/5th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/5th-suffolk.md
new file mode 100644
index 0000000000..6460e869c8
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/5th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 5th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "5th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 5th Suffolk
+
+State House district 5th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/5th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/5th-worcester.md
new file mode 100644
index 0000000000..d3feca4e61
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/5th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 5th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "5th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 5th Worcester
+
+State House district 5th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/6th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/6th-bristol.md
new file mode 100644
index 0000000000..909f1de754
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/6th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 6th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "6th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 6th Bristol
+
+State House district 6th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/6th-essex.md b/data/jurisdictions/us/states/ma/districts/house/6th-essex.md
new file mode 100644
index 0000000000..0c645cd79f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/6th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 6th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "6th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 6th Essex
+
+State House district 6th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/6th-hampden.md b/data/jurisdictions/us/states/ma/districts/house/6th-hampden.md
new file mode 100644
index 0000000000..af39568887
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/6th-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 6th Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "6th Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 6th Hampden
+
+State House district 6th Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/6th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/6th-middlesex.md
new file mode 100644
index 0000000000..152bbe8850
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/6th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 6th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "6th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 6th Middlesex
+
+State House district 6th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/6th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/6th-norfolk.md
new file mode 100644
index 0000000000..6fbfb2edb9
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/6th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 6th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "6th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 6th Norfolk
+
+State House district 6th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/6th-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/6th-plymouth.md
new file mode 100644
index 0000000000..6e35c00c6b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/6th-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 6th Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "6th Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 6th Plymouth
+
+State House district 6th Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/6th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/6th-suffolk.md
new file mode 100644
index 0000000000..738ad6d533
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/6th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 6th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "6th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 6th Suffolk
+
+State House district 6th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/6th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/6th-worcester.md
new file mode 100644
index 0000000000..115a045b84
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/6th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 6th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "6th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 6th Worcester
+
+State House district 6th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/7th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/7th-bristol.md
new file mode 100644
index 0000000000..8b1082a1db
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/7th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 7th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "7th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 7th Bristol
+
+State House district 7th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/7th-essex.md b/data/jurisdictions/us/states/ma/districts/house/7th-essex.md
new file mode 100644
index 0000000000..3ce8c72ef3
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/7th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 7th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "7th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 7th Essex
+
+State House district 7th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/7th-hampden.md b/data/jurisdictions/us/states/ma/districts/house/7th-hampden.md
new file mode 100644
index 0000000000..7eb24f58a7
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/7th-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 7th Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "7th Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 7th Hampden
+
+State House district 7th Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/7th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/7th-middlesex.md
new file mode 100644
index 0000000000..db3792cc1f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/7th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 7th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "7th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 7th Middlesex
+
+State House district 7th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/7th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/7th-norfolk.md
new file mode 100644
index 0000000000..96f9577e82
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/7th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 7th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "7th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 7th Norfolk
+
+State House district 7th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/7th-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/7th-plymouth.md
new file mode 100644
index 0000000000..69fb4a90be
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/7th-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 7th Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "7th Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 7th Plymouth
+
+State House district 7th Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/7th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/7th-suffolk.md
new file mode 100644
index 0000000000..c983b0e74a
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/7th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 7th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "7th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 7th Suffolk
+
+State House district 7th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/7th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/7th-worcester.md
new file mode 100644
index 0000000000..5da27c536c
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/7th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 7th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "7th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 7th Worcester
+
+State House district 7th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/8th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/8th-bristol.md
new file mode 100644
index 0000000000..0600ba7960
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/8th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 8th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "8th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 8th Bristol
+
+State House district 8th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/8th-essex.md b/data/jurisdictions/us/states/ma/districts/house/8th-essex.md
new file mode 100644
index 0000000000..5e750325d7
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/8th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 8th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "8th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 8th Essex
+
+State House district 8th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/8th-hampden.md b/data/jurisdictions/us/states/ma/districts/house/8th-hampden.md
new file mode 100644
index 0000000000..6871f9dad1
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/8th-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 8th Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "8th Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 8th Hampden
+
+State House district 8th Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/8th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/8th-middlesex.md
new file mode 100644
index 0000000000..8587db4bf2
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/8th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 8th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "8th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 8th Middlesex
+
+State House district 8th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/8th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/8th-norfolk.md
new file mode 100644
index 0000000000..ffb42eb9f3
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/8th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 8th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "8th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 8th Norfolk
+
+State House district 8th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/8th-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/8th-plymouth.md
new file mode 100644
index 0000000000..705dad4a37
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/8th-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 8th Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "8th Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 8th Plymouth
+
+State House district 8th Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/8th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/8th-suffolk.md
new file mode 100644
index 0000000000..13f47dab1e
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/8th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 8th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "8th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 8th Suffolk
+
+State House district 8th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/8th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/8th-worcester.md
new file mode 100644
index 0000000000..7974aa46e0
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/8th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 8th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "8th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 8th Worcester
+
+State House district 8th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/9th-bristol.md b/data/jurisdictions/us/states/ma/districts/house/9th-bristol.md
new file mode 100644
index 0000000000..194375eddb
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/9th-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 9th Bristol"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "9th Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 9th Bristol
+
+State House district 9th Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/9th-essex.md b/data/jurisdictions/us/states/ma/districts/house/9th-essex.md
new file mode 100644
index 0000000000..a4ad3409f6
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/9th-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 9th Essex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "9th Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 9th Essex
+
+State House district 9th Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/9th-hampden.md b/data/jurisdictions/us/states/ma/districts/house/9th-hampden.md
new file mode 100644
index 0000000000..cd12161c4f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/9th-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 9th Hampden"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "9th Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 9th Hampden
+
+State House district 9th Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/9th-middlesex.md b/data/jurisdictions/us/states/ma/districts/house/9th-middlesex.md
new file mode 100644
index 0000000000..b1556fbfa1
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/9th-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 9th Middlesex"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "9th Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 9th Middlesex
+
+State House district 9th Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/9th-norfolk.md b/data/jurisdictions/us/states/ma/districts/house/9th-norfolk.md
new file mode 100644
index 0000000000..d8cd65fe57
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/9th-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 9th Norfolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "9th Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 9th Norfolk
+
+State House district 9th Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/9th-plymouth.md b/data/jurisdictions/us/states/ma/districts/house/9th-plymouth.md
new file mode 100644
index 0000000000..be787e7baf
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/9th-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 9th Plymouth"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "9th Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 9th Plymouth
+
+State House district 9th Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/9th-suffolk.md b/data/jurisdictions/us/states/ma/districts/house/9th-suffolk.md
new file mode 100644
index 0000000000..d3567cd665
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/9th-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 9th Suffolk"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "9th Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 9th Suffolk
+
+State House district 9th Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/9th-worcester.md b/data/jurisdictions/us/states/ma/districts/house/9th-worcester.md
new file mode 100644
index 0000000000..bad6509e85
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/9th-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District 9th Worcester"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "9th Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District 9th Worcester
+
+State House district 9th Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/house/barnstable-dukes-and-nantucket.md b/data/jurisdictions/us/states/ma/districts/house/barnstable-dukes-and-nantucket.md
new file mode 100644
index 0000000000..3e85f4a30b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/house/barnstable-dukes-and-nantucket.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA House District Barnstable, Dukes and Nantucket"
+classification: state-house-district
+state: "MA"
+chamber: "house"
+district: "Barnstable, Dukes and Nantucket"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA House District Barnstable, Dukes and Nantucket
+
+State House district Barnstable, Dukes and Nantucket (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/berkshire-hampden-franklin-and-hampshire.md b/data/jurisdictions/us/states/ma/districts/senate/berkshire-hampden-franklin-and-hampshire.md
new file mode 100644
index 0000000000..9dc15ef4de
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/berkshire-hampden-franklin-and-hampshire.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Berkshire, Hampden, Franklin and Hampshire"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Berkshire, Hampden, Franklin and Hampshire"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Berkshire, Hampden, Franklin and Hampshire
+
+State Senate district Berkshire, Hampden, Franklin and Hampshire (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/bristol-and-norfolk.md b/data/jurisdictions/us/states/ma/districts/senate/bristol-and-norfolk.md
new file mode 100644
index 0000000000..22591053f7
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/bristol-and-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Bristol and Norfolk"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Bristol and Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Bristol and Norfolk
+
+State Senate district Bristol and Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/cape-and-islands.md b/data/jurisdictions/us/states/ma/districts/senate/cape-and-islands.md
new file mode 100644
index 0000000000..a5e180d2f8
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/cape-and-islands.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Cape and Islands"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Cape and Islands"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Cape and Islands
+
+State Senate district Cape and Islands (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/fifth-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/fifth-middlesex.md
new file mode 100644
index 0000000000..8fba9c7700
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/fifth-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Fifth Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Fifth Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Fifth Middlesex
+
+State Senate district Fifth Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/first-bristol-and-plymouth.md b/data/jurisdictions/us/states/ma/districts/senate/first-bristol-and-plymouth.md
new file mode 100644
index 0000000000..fdafd3a9ee
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/first-bristol-and-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District First Bristol and Plymouth"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "First Bristol and Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District First Bristol and Plymouth
+
+State Senate district First Bristol and Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/first-essex-and-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/first-essex-and-middlesex.md
new file mode 100644
index 0000000000..4fd6d2638f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/first-essex-and-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District First Essex and Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "First Essex and Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District First Essex and Middlesex
+
+State Senate district First Essex and Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/first-essex.md b/data/jurisdictions/us/states/ma/districts/senate/first-essex.md
new file mode 100644
index 0000000000..337c4e43e2
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/first-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District First Essex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "First Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District First Essex
+
+State Senate district First Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/first-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/first-middlesex.md
new file mode 100644
index 0000000000..5221f58031
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/first-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District First Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "First Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District First Middlesex
+
+State Senate district First Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/first-plymouth-and-norfolk.md b/data/jurisdictions/us/states/ma/districts/senate/first-plymouth-and-norfolk.md
new file mode 100644
index 0000000000..e12e0935d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/first-plymouth-and-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District First Plymouth and Norfolk"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "First Plymouth and Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District First Plymouth and Norfolk
+
+State Senate district First Plymouth and Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/first-suffolk.md b/data/jurisdictions/us/states/ma/districts/senate/first-suffolk.md
new file mode 100644
index 0000000000..86159c8efe
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/first-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District First Suffolk"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "First Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District First Suffolk
+
+State Senate district First Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/first-worcester.md b/data/jurisdictions/us/states/ma/districts/senate/first-worcester.md
new file mode 100644
index 0000000000..e404563204
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/first-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District First Worcester"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "First Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District First Worcester
+
+State Senate district First Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/fourth-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/fourth-middlesex.md
new file mode 100644
index 0000000000..427415ba4e
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/fourth-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Fourth Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Fourth Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Fourth Middlesex
+
+State Senate district Fourth Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/hampden-and-hampshire.md b/data/jurisdictions/us/states/ma/districts/senate/hampden-and-hampshire.md
new file mode 100644
index 0000000000..a95e326038
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/hampden-and-hampshire.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Hampden and Hampshire"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Hampden and Hampshire"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Hampden and Hampshire
+
+State Senate district Hampden and Hampshire (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/hampden-hampshire-and-worcester.md b/data/jurisdictions/us/states/ma/districts/senate/hampden-hampshire-and-worcester.md
new file mode 100644
index 0000000000..0b41f207df
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/hampden-hampshire-and-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Hampden, Hampshire and Worcester"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Hampden, Hampshire and Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Hampden, Hampshire and Worcester
+
+State Senate district Hampden, Hampshire and Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/hampden.md b/data/jurisdictions/us/states/ma/districts/senate/hampden.md
new file mode 100644
index 0000000000..1305b31495
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Hampden"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Hampden
+
+State Senate district Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/hampshire-franklin-and-worcester.md b/data/jurisdictions/us/states/ma/districts/senate/hampshire-franklin-and-worcester.md
new file mode 100644
index 0000000000..f87dd843b8
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/hampshire-franklin-and-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Hampshire, Franklin and Worcester"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Hampshire, Franklin and Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Hampshire, Franklin and Worcester
+
+State Senate district Hampshire, Franklin and Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/middlesex-and-norfolk.md b/data/jurisdictions/us/states/ma/districts/senate/middlesex-and-norfolk.md
new file mode 100644
index 0000000000..d3d63fbee8
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/middlesex-and-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Middlesex and Norfolk"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Middlesex and Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Middlesex and Norfolk
+
+State Senate district Middlesex and Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/middlesex-and-suffolk.md b/data/jurisdictions/us/states/ma/districts/senate/middlesex-and-suffolk.md
new file mode 100644
index 0000000000..4e9d1191cf
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/middlesex-and-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Middlesex and Suffolk"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Middlesex and Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Middlesex and Suffolk
+
+State Senate district Middlesex and Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/middlesex-and-worcester.md b/data/jurisdictions/us/states/ma/districts/senate/middlesex-and-worcester.md
new file mode 100644
index 0000000000..a55433af81
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/middlesex-and-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Middlesex and Worcester"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Middlesex and Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Middlesex and Worcester
+
+State Senate district Middlesex and Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/norfolk-and-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/norfolk-and-middlesex.md
new file mode 100644
index 0000000000..47df760b97
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/norfolk-and-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Norfolk and Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Norfolk and Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Norfolk and Middlesex
+
+State Senate district Norfolk and Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/norfolk-and-plymouth.md b/data/jurisdictions/us/states/ma/districts/senate/norfolk-and-plymouth.md
new file mode 100644
index 0000000000..94bc705e0d
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/norfolk-and-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Norfolk and Plymouth"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Norfolk and Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Norfolk and Plymouth
+
+State Senate district Norfolk and Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/norfolk-and-suffolk.md b/data/jurisdictions/us/states/ma/districts/senate/norfolk-and-suffolk.md
new file mode 100644
index 0000000000..fcf9b3d648
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/norfolk-and-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Norfolk and Suffolk"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Norfolk and Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Norfolk and Suffolk
+
+State Senate district Norfolk and Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/norfolk-plymouth-and-bristol.md b/data/jurisdictions/us/states/ma/districts/senate/norfolk-plymouth-and-bristol.md
new file mode 100644
index 0000000000..adf9708e0d
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/norfolk-plymouth-and-bristol.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Norfolk, Plymouth and Bristol"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Norfolk, Plymouth and Bristol"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Norfolk, Plymouth and Bristol
+
+State Senate district Norfolk, Plymouth and Bristol (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/norfolk-worcester-and-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/norfolk-worcester-and-middlesex.md
new file mode 100644
index 0000000000..3c5113953b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/norfolk-worcester-and-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Norfolk, Worcester and Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Norfolk, Worcester and Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Norfolk, Worcester and Middlesex
+
+State Senate district Norfolk, Worcester and Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/plymouth-and-barnstable.md b/data/jurisdictions/us/states/ma/districts/senate/plymouth-and-barnstable.md
new file mode 100644
index 0000000000..0df87c892a
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/plymouth-and-barnstable.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Plymouth and Barnstable"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Plymouth and Barnstable"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Plymouth and Barnstable
+
+State Senate district Plymouth and Barnstable (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/second-bristol-and-plymouth.md b/data/jurisdictions/us/states/ma/districts/senate/second-bristol-and-plymouth.md
new file mode 100644
index 0000000000..0e593f349b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/second-bristol-and-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Second Bristol and Plymouth"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Second Bristol and Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Second Bristol and Plymouth
+
+State Senate district Second Bristol and Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/second-essex-and-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/second-essex-and-middlesex.md
new file mode 100644
index 0000000000..a795ffcd40
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/second-essex-and-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Second Essex and Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Second Essex and Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Second Essex and Middlesex
+
+State Senate district Second Essex and Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/second-essex.md b/data/jurisdictions/us/states/ma/districts/senate/second-essex.md
new file mode 100644
index 0000000000..43430cf2ed
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/second-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Second Essex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Second Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Second Essex
+
+State Senate district Second Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/second-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/second-middlesex.md
new file mode 100644
index 0000000000..73d848d857
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/second-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Second Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Second Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Second Middlesex
+
+State Senate district Second Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/second-plymouth-and-norfolk.md b/data/jurisdictions/us/states/ma/districts/senate/second-plymouth-and-norfolk.md
new file mode 100644
index 0000000000..e8617d413a
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/second-plymouth-and-norfolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Second Plymouth and Norfolk"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Second Plymouth and Norfolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Second Plymouth and Norfolk
+
+State Senate district Second Plymouth and Norfolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/second-suffolk.md b/data/jurisdictions/us/states/ma/districts/senate/second-suffolk.md
new file mode 100644
index 0000000000..55d35b8c0a
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/second-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Second Suffolk"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Second Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Second Suffolk
+
+State Senate district Second Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/second-worcester.md b/data/jurisdictions/us/states/ma/districts/senate/second-worcester.md
new file mode 100644
index 0000000000..571efc2022
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/second-worcester.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Second Worcester"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Second Worcester"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Second Worcester
+
+State Senate district Second Worcester (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/suffolk-and-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/suffolk-and-middlesex.md
new file mode 100644
index 0000000000..f47506819c
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/suffolk-and-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Suffolk and Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Suffolk and Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Suffolk and Middlesex
+
+State Senate district Suffolk and Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/third-bristol-and-plymouth.md b/data/jurisdictions/us/states/ma/districts/senate/third-bristol-and-plymouth.md
new file mode 100644
index 0000000000..19d78ec659
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/third-bristol-and-plymouth.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Third Bristol and Plymouth"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Third Bristol and Plymouth"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Third Bristol and Plymouth
+
+State Senate district Third Bristol and Plymouth (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/third-essex.md b/data/jurisdictions/us/states/ma/districts/senate/third-essex.md
new file mode 100644
index 0000000000..f581770ea0
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/third-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Third Essex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Third Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Third Essex
+
+State Senate district Third Essex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/third-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/third-middlesex.md
new file mode 100644
index 0000000000..ff798f2ab7
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/third-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Third Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Third Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Third Middlesex
+
+State Senate district Third Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/third-suffolk.md b/data/jurisdictions/us/states/ma/districts/senate/third-suffolk.md
new file mode 100644
index 0000000000..a8c69f566f
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/third-suffolk.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Third Suffolk"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Third Suffolk"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Third Suffolk
+
+State Senate district Third Suffolk (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/worcester-and-hampden.md b/data/jurisdictions/us/states/ma/districts/senate/worcester-and-hampden.md
new file mode 100644
index 0000000000..48a36fcc3e
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/worcester-and-hampden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Worcester and Hampden"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Worcester and Hampden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Worcester and Hampden
+
+State Senate district Worcester and Hampden (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/worcester-and-hampshire.md b/data/jurisdictions/us/states/ma/districts/senate/worcester-and-hampshire.md
new file mode 100644
index 0000000000..4f0a6b387a
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/worcester-and-hampshire.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Worcester and Hampshire"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Worcester and Hampshire"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Worcester and Hampshire
+
+State Senate district Worcester and Hampshire (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/districts/senate/worcester-and-middlesex.md b/data/jurisdictions/us/states/ma/districts/senate/worcester-and-middlesex.md
new file mode 100644
index 0000000000..7ce23e817b
--- /dev/null
+++ b/data/jurisdictions/us/states/ma/districts/senate/worcester-and-middlesex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MA Senate District Worcester and Middlesex"
+classification: state-senate-district
+state: "MA"
+chamber: "senate"
+district: "Worcester and Middlesex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ma]
+timestamp: "2026-07-03"
+---
+
+# MA Senate District Worcester and Middlesex
+
+State Senate district Worcester and Middlesex (MA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ma/people/aaron-michlewitz.md b/data/jurisdictions/us/states/ma/people/aaron-michlewitz.md
index 8d6f08b97c..2b74c16570 100644
--- a/data/jurisdictions/us/states/ma/people/aaron-michlewitz.md
+++ b/data/jurisdictions/us/states/ma/people/aaron-michlewitz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Suffolk"
+represents: "us/states/ma/districts/house/3rd-suffolk"
 tenure:
   start: "2009-07-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Suffolk (MA State House of Representatives District 3rd Suffolk).
 
+Represents [MA State House of Representatives District 3rd Suffolk](/us/states/ma/districts/house/3rd-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/aaron-saunders.md b/data/jurisdictions/us/states/ma/people/aaron-saunders.md
index 3a48329135..c8a3416147 100644
--- a/data/jurisdictions/us/states/ma/people/aaron-saunders.md
+++ b/data/jurisdictions/us/states/ma/people/aaron-saunders.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 7th Hampden"
+represents: "us/states/ma/districts/house/7th-hampden"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 7th Hampden (MA State House of Representatives District 7th Hampden).
 
+Represents [MA State House of Representatives District 7th Hampden](/us/states/ma/districts/house/7th-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/adam-gomez.md b/data/jurisdictions/us/states/ma/people/adam-gomez.md
index 35b70f2824..29fa26b10a 100644
--- a/data/jurisdictions/us/states/ma/people/adam-gomez.md
+++ b/data/jurisdictions/us/states/ma/people/adam-gomez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Hampden"
+represents: "us/states/ma/districts/senate/hampden"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Hampden (MA State Senate District Hampden).
 
+Represents [MA State Senate District Hampden](/us/states/ma/districts/senate/hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/adam-scanlon.md b/data/jurisdictions/us/states/ma/people/adam-scanlon.md
index 80036282e2..c60aac3732 100644
--- a/data/jurisdictions/us/states/ma/people/adam-scanlon.md
+++ b/data/jurisdictions/us/states/ma/people/adam-scanlon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 14th Bristol"
+represents: "us/states/ma/districts/house/14th-bristol"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 14th Bristol (MA State House of Representatives District 14th Bristol).
 
+Represents [MA State House of Representatives District 14th Bristol](/us/states/ma/districts/house/14th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/adrian-madaro.md b/data/jurisdictions/us/states/ma/people/adrian-madaro.md
index 6bfac67d1b..8fb1fcedad 100644
--- a/data/jurisdictions/us/states/ma/people/adrian-madaro.md
+++ b/data/jurisdictions/us/states/ma/people/adrian-madaro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Suffolk"
+represents: "us/states/ma/districts/house/1st-suffolk"
 tenure:
   start: "2015-04-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Suffolk (MA State House of Representatives District 1st Suffolk).
 
+Represents [MA State House of Representatives District 1st Suffolk](/us/states/ma/districts/house/1st-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/adrianne-ramos.md b/data/jurisdictions/us/states/ma/people/adrianne-ramos.md
index af0ed78dca..83ca5aee81 100644
--- a/data/jurisdictions/us/states/ma/people/adrianne-ramos.md
+++ b/data/jurisdictions/us/states/ma/people/adrianne-ramos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 14th Essex"
+represents: "us/states/ma/districts/house/14th-essex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 14th Essex (MA State House of Representatives District 14th Essex).
 
+Represents [MA State House of Representatives District 14th Essex](/us/states/ma/districts/house/14th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/alan-silvia.md b/data/jurisdictions/us/states/ma/people/alan-silvia.md
index 20990fee8f..3aee66b173 100644
--- a/data/jurisdictions/us/states/ma/people/alan-silvia.md
+++ b/data/jurisdictions/us/states/ma/people/alan-silvia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 7th Bristol"
+represents: "us/states/ma/districts/house/7th-bristol"
 tenure:
   start: "2013-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 7th Bristol (MA State House of Representatives District 7th Bristol).
 
+Represents [MA State House of Representatives District 7th Bristol](/us/states/ma/districts/house/7th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/alice-peisch.md b/data/jurisdictions/us/states/ma/people/alice-peisch.md
index c2c59dbaa1..3381c75856 100644
--- a/data/jurisdictions/us/states/ma/people/alice-peisch.md
+++ b/data/jurisdictions/us/states/ma/people/alice-peisch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 14th Norfolk"
+represents: "us/states/ma/districts/house/14th-norfolk"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 14th Norfolk (MA State House of Representatives District 14th Norfolk).
 
+Represents [MA State House of Representatives District 14th Norfolk](/us/states/ma/districts/house/14th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/alyson-sullivan-almeida.md b/data/jurisdictions/us/states/ma/people/alyson-sullivan-almeida.md
index db13cf38aa..73baa6df05 100644
--- a/data/jurisdictions/us/states/ma/people/alyson-sullivan-almeida.md
+++ b/data/jurisdictions/us/states/ma/people/alyson-sullivan-almeida.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 7th Plymouth"
+represents: "us/states/ma/districts/house/7th-plymouth"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 7th Plymouth (MA State House of Representatives District 7th Plymouth).
 
+Represents [MA State House of Representatives District 7th Plymouth](/us/states/ma/districts/house/7th-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/amy-sangiolo.md b/data/jurisdictions/us/states/ma/people/amy-sangiolo.md
index cf2cf05509..e581f8b56c 100644
--- a/data/jurisdictions/us/states/ma/people/amy-sangiolo.md
+++ b/data/jurisdictions/us/states/ma/people/amy-sangiolo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 11th Middlesex"
+represents: "us/states/ma/districts/house/11th-middlesex"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 11th Middlesex (MA State House of Representatives District 11th Middlesex).
 
+Represents [MA State House of Representatives District 11th Middlesex](/us/states/ma/districts/house/11th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/andy-vargas.md b/data/jurisdictions/us/states/ma/people/andy-vargas.md
index bcdfbc5b52..60be02e7b2 100644
--- a/data/jurisdictions/us/states/ma/people/andy-vargas.md
+++ b/data/jurisdictions/us/states/ma/people/andy-vargas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Essex"
+represents: "us/states/ma/districts/house/3rd-essex"
 tenure:
   start: "2017-11-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Essex (MA State House of Representatives District 3rd Essex).
 
+Represents [MA State House of Representatives District 3rd Essex](/us/states/ma/districts/house/3rd-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/angelo-puppolo.md b/data/jurisdictions/us/states/ma/people/angelo-puppolo.md
index 2d221287cd..84bba56f32 100644
--- a/data/jurisdictions/us/states/ma/people/angelo-puppolo.md
+++ b/data/jurisdictions/us/states/ma/people/angelo-puppolo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 12th Hampden"
+represents: "us/states/ma/districts/house/12th-hampden"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 12th Hampden (MA State House of Representatives District 12th Hampden).
 
+Represents [MA State House of Representatives District 12th Hampden](/us/states/ma/districts/house/12th-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/barry-finegold.md b/data/jurisdictions/us/states/ma/people/barry-finegold.md
index fee5232e92..1ffd4ece14 100644
--- a/data/jurisdictions/us/states/ma/people/barry-finegold.md
+++ b/data/jurisdictions/us/states/ma/people/barry-finegold.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Second Essex and Middlesex"
+represents: "us/states/ma/districts/senate/second-essex-and-middlesex"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Second Essex and Middlesex (MA State Senate District Second Essex and Middlesex).
 
+Represents [MA State Senate District Second Essex and Middlesex](/us/states/ma/districts/senate/second-essex-and-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/becca-rausch.md b/data/jurisdictions/us/states/ma/people/becca-rausch.md
index 2f32ed8943..afe4d436f9 100644
--- a/data/jurisdictions/us/states/ma/people/becca-rausch.md
+++ b/data/jurisdictions/us/states/ma/people/becca-rausch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Norfolk, Worcester and Middlesex"
+represents: "us/states/ma/districts/senate/norfolk-worcester-and-middlesex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Norfolk, Worcester and Middlesex (MA State Senate District Norfolk, Worcester and Middlesex).
 
+Represents [MA State Senate District Norfolk, Worcester and Middlesex](/us/states/ma/districts/senate/norfolk-worcester-and-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/bill-driscoll.md b/data/jurisdictions/us/states/ma/people/bill-driscoll.md
index 023313ede4..97a1733690 100644
--- a/data/jurisdictions/us/states/ma/people/bill-driscoll.md
+++ b/data/jurisdictions/us/states/ma/people/bill-driscoll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Norfolk, Plymouth and Bristol"
+represents: "us/states/ma/districts/senate/norfolk-plymouth-and-bristol"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Norfolk, Plymouth and Bristol (MA State Senate District Norfolk, Plymouth and Bristol).
 
+Represents [MA State Senate District Norfolk, Plymouth and Bristol](/us/states/ma/districts/senate/norfolk-plymouth-and-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/bill-galvin.md b/data/jurisdictions/us/states/ma/people/bill-galvin.md
index 5931d4a100..d044d72638 100644
--- a/data/jurisdictions/us/states/ma/people/bill-galvin.md
+++ b/data/jurisdictions/us/states/ma/people/bill-galvin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 6th Norfolk"
+represents: "us/states/ma/districts/house/6th-norfolk"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 6th Norfolk (MA State House of Representatives District 6th Norfolk).
 
+Represents [MA State House of Representatives District 6th Norfolk](/us/states/ma/districts/house/6th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/billy-macgregor.md b/data/jurisdictions/us/states/ma/people/billy-macgregor.md
index 18cf208d96..7b52193dd8 100644
--- a/data/jurisdictions/us/states/ma/people/billy-macgregor.md
+++ b/data/jurisdictions/us/states/ma/people/billy-macgregor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 10th Suffolk"
+represents: "us/states/ma/districts/house/10th-suffolk"
 tenure:
   start: "2023-06-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 10th Suffolk (MA State House of Representatives District 10th Suffolk).
 
+Represents [MA State House of Representatives District 10th Suffolk](/us/states/ma/districts/house/10th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/brad-jones.md b/data/jurisdictions/us/states/ma/people/brad-jones.md
index ae3df4c8be..819be0af56 100644
--- a/data/jurisdictions/us/states/ma/people/brad-jones.md
+++ b/data/jurisdictions/us/states/ma/people/brad-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 20th Middlesex"
+represents: "us/states/ma/districts/house/20th-middlesex"
 tenure:
   start: "1995-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 20th Middlesex (MA State House of Representatives District 20th Middlesex).
 
+Represents [MA State House of Representatives District 20th Middlesex](/us/states/ma/districts/house/20th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/brandy-fluker-reid.md b/data/jurisdictions/us/states/ma/people/brandy-fluker-reid.md
index e3ad3ec10f..dd188d3910 100644
--- a/data/jurisdictions/us/states/ma/people/brandy-fluker-reid.md
+++ b/data/jurisdictions/us/states/ma/people/brandy-fluker-reid.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 12th Suffolk"
+represents: "us/states/ma/districts/house/12th-suffolk"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 12th Suffolk (MA State House of Representatives District 12th Suffolk).
 
+Represents [MA State House of Representatives District 12th Suffolk](/us/states/ma/districts/house/12th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/brendan-crighton.md b/data/jurisdictions/us/states/ma/people/brendan-crighton.md
index 9f32d188a2..bcd5a9fc6e 100644
--- a/data/jurisdictions/us/states/ma/people/brendan-crighton.md
+++ b/data/jurisdictions/us/states/ma/people/brendan-crighton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Third Essex"
+represents: "us/states/ma/districts/senate/third-essex"
 tenure:
   start: "2018-03-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Third Essex (MA State Senate District Third Essex).
 
+Represents [MA State Senate District Third Essex](/us/states/ma/districts/senate/third-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/brian-ashe.md b/data/jurisdictions/us/states/ma/people/brian-ashe.md
index 8f220f91d8..41eba402a0 100644
--- a/data/jurisdictions/us/states/ma/people/brian-ashe.md
+++ b/data/jurisdictions/us/states/ma/people/brian-ashe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Hampden"
+represents: "us/states/ma/districts/house/2nd-hampden"
 tenure:
   start: "2009-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Hampden (MA State House of Representatives District 2nd Hampden).
 
+Represents [MA State House of Representatives District 2nd Hampden](/us/states/ma/districts/house/2nd-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/brian-murray.md b/data/jurisdictions/us/states/ma/people/brian-murray.md
index 33611caa0c..4f87990387 100644
--- a/data/jurisdictions/us/states/ma/people/brian-murray.md
+++ b/data/jurisdictions/us/states/ma/people/brian-murray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 10th Worcester"
+represents: "us/states/ma/districts/house/10th-worcester"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 10th Worcester (MA State House of Representatives District 10th Worcester).
 
+Represents [MA State House of Representatives District 10th Worcester](/us/states/ma/districts/house/10th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/bridget-plouffe.md b/data/jurisdictions/us/states/ma/people/bridget-plouffe.md
index 86d7d3cb55..b6f752f156 100644
--- a/data/jurisdictions/us/states/ma/people/bridget-plouffe.md
+++ b/data/jurisdictions/us/states/ma/people/bridget-plouffe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 9th Plymouth"
+represents: "us/states/ma/districts/house/9th-plymouth"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 9th Plymouth (MA State House of Representatives District 9th Plymouth).
 
+Represents [MA State House of Representatives District 9th Plymouth](/us/states/ma/districts/house/9th-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/bruce-ayers.md b/data/jurisdictions/us/states/ma/people/bruce-ayers.md
index f607b05f32..2e05012595 100644
--- a/data/jurisdictions/us/states/ma/people/bruce-ayers.md
+++ b/data/jurisdictions/us/states/ma/people/bruce-ayers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Norfolk"
+represents: "us/states/ma/districts/house/1st-norfolk"
 tenure:
   start: "1999-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Norfolk (MA State House of Representatives District 1st Norfolk).
 
+Represents [MA State House of Representatives District 1st Norfolk](/us/states/ma/districts/house/1st-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/bruce-tarr.md b/data/jurisdictions/us/states/ma/people/bruce-tarr.md
index cf44cecf98..0608154c80 100644
--- a/data/jurisdictions/us/states/ma/people/bruce-tarr.md
+++ b/data/jurisdictions/us/states/ma/people/bruce-tarr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District First Essex and Middlesex"
+represents: "us/states/ma/districts/senate/first-essex-and-middlesex"
 tenure:
   start: "1995-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District First Essex and Middlesex (MA State Senate District First Essex and Middlesex).
 
+Represents [MA State Senate District First Essex and Middlesex](/us/states/ma/districts/senate/first-essex-and-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/bud-williams.md b/data/jurisdictions/us/states/ma/people/bud-williams.md
index ffd6dbc88b..d3b0e07393 100644
--- a/data/jurisdictions/us/states/ma/people/bud-williams.md
+++ b/data/jurisdictions/us/states/ma/people/bud-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 11th Hampden"
+represents: "us/states/ma/districts/house/11th-hampden"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 11th Hampden (MA State House of Representatives District 11th Hampden).
 
+Represents [MA State House of Representatives District 11th Hampden](/us/states/ma/districts/house/11th-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/carlos-gonzalez.md b/data/jurisdictions/us/states/ma/people/carlos-gonzalez.md
index daf25bc057..67c4c4ad4f 100644
--- a/data/jurisdictions/us/states/ma/people/carlos-gonzalez.md
+++ b/data/jurisdictions/us/states/ma/people/carlos-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 10th Hampden"
+represents: "us/states/ma/districts/house/10th-hampden"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 10th Hampden (MA State House of Representatives District 10th Hampden).
 
+Represents [MA State House of Representatives District 10th Hampden](/us/states/ma/districts/house/10th-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/carmine-gentile.md b/data/jurisdictions/us/states/ma/people/carmine-gentile.md
index 05b2a69267..9d0771319a 100644
--- a/data/jurisdictions/us/states/ma/people/carmine-gentile.md
+++ b/data/jurisdictions/us/states/ma/people/carmine-gentile.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 13th Middlesex"
+represents: "us/states/ma/districts/house/13th-middlesex"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 13th Middlesex (MA State House of Representatives District 13th Middlesex).
 
+Represents [MA State House of Representatives District 13th Middlesex](/us/states/ma/districts/house/13th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/carole-fiola.md b/data/jurisdictions/us/states/ma/people/carole-fiola.md
index e846537796..89573d1b3c 100644
--- a/data/jurisdictions/us/states/ma/people/carole-fiola.md
+++ b/data/jurisdictions/us/states/ma/people/carole-fiola.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 6th Bristol"
+represents: "us/states/ma/districts/house/6th-bristol"
 tenure:
   start: "2013-09-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 6th Bristol (MA State House of Representatives District 6th Bristol).
 
+Represents [MA State House of Representatives District 6th Bristol](/us/states/ma/districts/house/6th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/chris-flanagan.md b/data/jurisdictions/us/states/ma/people/chris-flanagan.md
index 910e377fea..a3ee27dcd7 100644
--- a/data/jurisdictions/us/states/ma/people/chris-flanagan.md
+++ b/data/jurisdictions/us/states/ma/people/chris-flanagan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Barnstable"
+represents: "us/states/ma/districts/house/1st-barnstable"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Barnstable (MA State House of Representatives District 1st Barnstable).
 
+Represents [MA State House of Representatives District 1st Barnstable](/us/states/ma/districts/house/1st-barnstable.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/chris-hendricks.md b/data/jurisdictions/us/states/ma/people/chris-hendricks.md
index d03a191bd7..d5c64921fc 100644
--- a/data/jurisdictions/us/states/ma/people/chris-hendricks.md
+++ b/data/jurisdictions/us/states/ma/people/chris-hendricks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 11th Bristol"
+represents: "us/states/ma/districts/house/11th-bristol"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 11th Bristol (MA State House of Representatives District 11th Bristol).
 
+Represents [MA State House of Representatives District 11th Bristol](/us/states/ma/districts/house/11th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/chris-worrell.md b/data/jurisdictions/us/states/ma/people/chris-worrell.md
index f54057a302..e2b0f32bb6 100644
--- a/data/jurisdictions/us/states/ma/people/chris-worrell.md
+++ b/data/jurisdictions/us/states/ma/people/chris-worrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 5th Suffolk"
+represents: "us/states/ma/districts/house/5th-suffolk"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 5th Suffolk (MA State House of Representatives District 5th Suffolk).
 
+Represents [MA State House of Representatives District 5th Suffolk](/us/states/ma/districts/house/5th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/christine-barber.md b/data/jurisdictions/us/states/ma/people/christine-barber.md
index 99d1471a76..10785031dc 100644
--- a/data/jurisdictions/us/states/ma/people/christine-barber.md
+++ b/data/jurisdictions/us/states/ma/people/christine-barber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 34th Middlesex"
+represents: "us/states/ma/districts/house/34th-middlesex"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 34th Middlesex (MA State House of Representatives District 34th Middlesex).
 
+Represents [MA State House of Representatives District 34th Middlesex](/us/states/ma/districts/house/34th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/christopher-markey.md b/data/jurisdictions/us/states/ma/people/christopher-markey.md
index 477915ddfd..41285e4c76 100644
--- a/data/jurisdictions/us/states/ma/people/christopher-markey.md
+++ b/data/jurisdictions/us/states/ma/people/christopher-markey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 9th Bristol"
+represents: "us/states/ma/districts/house/9th-bristol"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 9th Bristol (MA State House of Representatives District 9th Bristol).
 
+Represents [MA State House of Representatives District 9th Bristol](/us/states/ma/districts/house/9th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/chynah-tyler.md b/data/jurisdictions/us/states/ma/people/chynah-tyler.md
index af66c2ed43..f8f55828df 100644
--- a/data/jurisdictions/us/states/ma/people/chynah-tyler.md
+++ b/data/jurisdictions/us/states/ma/people/chynah-tyler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 7th Suffolk"
+represents: "us/states/ma/districts/house/7th-suffolk"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 7th Suffolk (MA State House of Representatives District 7th Suffolk).
 
+Represents [MA State House of Representatives District 7th Suffolk](/us/states/ma/districts/house/7th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/cindy-friedman.md b/data/jurisdictions/us/states/ma/people/cindy-friedman.md
index 5b007a70e9..f0eb9908b3 100644
--- a/data/jurisdictions/us/states/ma/people/cindy-friedman.md
+++ b/data/jurisdictions/us/states/ma/people/cindy-friedman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Fourth Middlesex"
+represents: "us/states/ma/districts/senate/fourth-middlesex"
 tenure:
   start: "2017-07-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Fourth Middlesex (MA State Senate District Fourth Middlesex).
 
+Represents [MA State Senate District Fourth Middlesex](/us/states/ma/districts/senate/fourth-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/colleen-garry.md b/data/jurisdictions/us/states/ma/people/colleen-garry.md
index eb79a9ad77..6f7c5bb18c 100644
--- a/data/jurisdictions/us/states/ma/people/colleen-garry.md
+++ b/data/jurisdictions/us/states/ma/people/colleen-garry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 36th Middlesex"
+represents: "us/states/ma/districts/house/36th-middlesex"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 36th Middlesex (MA State House of Representatives District 36th Middlesex).
 
+Represents [MA State House of Representatives District 36th Middlesex](/us/states/ma/districts/house/36th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/cynthia-creem.md b/data/jurisdictions/us/states/ma/people/cynthia-creem.md
index d81a3adc59..9bf6aead3b 100644
--- a/data/jurisdictions/us/states/ma/people/cynthia-creem.md
+++ b/data/jurisdictions/us/states/ma/people/cynthia-creem.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Norfolk and Middlesex"
+represents: "us/states/ma/districts/senate/norfolk-and-middlesex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Norfolk and Middlesex (MA State Senate District Norfolk and Middlesex).
 
+Represents [MA State Senate District Norfolk and Middlesex](/us/states/ma/districts/senate/norfolk-and-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dan-cahill.md b/data/jurisdictions/us/states/ma/people/dan-cahill.md
index d6d208098e..645d5ead35 100644
--- a/data/jurisdictions/us/states/ma/people/dan-cahill.md
+++ b/data/jurisdictions/us/states/ma/people/dan-cahill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 10th Essex"
+represents: "us/states/ma/districts/house/10th-essex"
 tenure:
   start: "2016-05-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 10th Essex (MA State House of Representatives District 10th Essex).
 
+Represents [MA State House of Representatives District 10th Essex](/us/states/ma/districts/house/10th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dan-donahue.md b/data/jurisdictions/us/states/ma/people/dan-donahue.md
index a3e3610d84..f27fe363a6 100644
--- a/data/jurisdictions/us/states/ma/people/dan-donahue.md
+++ b/data/jurisdictions/us/states/ma/people/dan-donahue.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 16th Worcester"
+represents: "us/states/ma/districts/house/16th-worcester"
 tenure:
   start: "2013-09-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 16th Worcester (MA State House of Representatives District 16th Worcester).
 
+Represents [MA State House of Representatives District 16th Worcester](/us/states/ma/districts/house/16th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dan-hunt.md b/data/jurisdictions/us/states/ma/people/dan-hunt.md
index 62a305ec89..6fa0ed2e79 100644
--- a/data/jurisdictions/us/states/ma/people/dan-hunt.md
+++ b/data/jurisdictions/us/states/ma/people/dan-hunt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 13th Suffolk"
+represents: "us/states/ma/districts/house/13th-suffolk"
 tenure:
   start: "2014-04-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 13th Suffolk (MA State House of Representatives District 13th Suffolk).
 
+Represents [MA State House of Representatives District 13th Suffolk](/us/states/ma/districts/house/13th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dan-sena.md b/data/jurisdictions/us/states/ma/people/dan-sena.md
index f5fb57d093..f91cbb90ca 100644
--- a/data/jurisdictions/us/states/ma/people/dan-sena.md
+++ b/data/jurisdictions/us/states/ma/people/dan-sena.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 37th Middlesex"
+represents: "us/states/ma/districts/house/37th-middlesex"
 tenure:
   start: "2020-06-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 37th Middlesex (MA State House of Representatives District 37th Middlesex).
 
+Represents [MA State House of Representatives District 37th Middlesex](/us/states/ma/districts/house/37th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/danielle-gregoire.md b/data/jurisdictions/us/states/ma/people/danielle-gregoire.md
index cbe6d7c2ae..cbf6255bc4 100644
--- a/data/jurisdictions/us/states/ma/people/danielle-gregoire.md
+++ b/data/jurisdictions/us/states/ma/people/danielle-gregoire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 4th Middlesex"
+represents: "us/states/ma/districts/house/4th-middlesex"
 tenure:
   start: "2013-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 4th Middlesex (MA State House of Representatives District 4th Middlesex).
 
+Represents [MA State House of Representatives District 4th Middlesex](/us/states/ma/districts/house/4th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/danny-ryan.md b/data/jurisdictions/us/states/ma/people/danny-ryan.md
index 7e2260b3dd..a3af3402f6 100644
--- a/data/jurisdictions/us/states/ma/people/danny-ryan.md
+++ b/data/jurisdictions/us/states/ma/people/danny-ryan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Suffolk"
+represents: "us/states/ma/districts/house/2nd-suffolk"
 tenure:
   start: "2014-04-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Suffolk (MA State House of Representatives District 2nd Suffolk).
 
+Represents [MA State House of Representatives District 2nd Suffolk](/us/states/ma/districts/house/2nd-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dave-muradian.md b/data/jurisdictions/us/states/ma/people/dave-muradian.md
index 786caf3507..e67f7b74e6 100644
--- a/data/jurisdictions/us/states/ma/people/dave-muradian.md
+++ b/data/jurisdictions/us/states/ma/people/dave-muradian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 9th Worcester"
+represents: "us/states/ma/districts/house/9th-worcester"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 9th Worcester (MA State House of Representatives District 9th Worcester).
 
+Represents [MA State House of Representatives District 9th Worcester](/us/states/ma/districts/house/9th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dave-robertson.md b/data/jurisdictions/us/states/ma/people/dave-robertson.md
index af62a9932d..90a7872e50 100644
--- a/data/jurisdictions/us/states/ma/people/dave-robertson.md
+++ b/data/jurisdictions/us/states/ma/people/dave-robertson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 19th Middlesex"
+represents: "us/states/ma/districts/house/19th-middlesex"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 19th Middlesex (MA State House of Representatives District 19th Middlesex).
 
+Represents [MA State House of Representatives District 19th Middlesex](/us/states/ma/districts/house/19th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dave-rogers.md b/data/jurisdictions/us/states/ma/people/dave-rogers.md
index 61b14f732d..2e99428356 100644
--- a/data/jurisdictions/us/states/ma/people/dave-rogers.md
+++ b/data/jurisdictions/us/states/ma/people/dave-rogers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 24th Middlesex"
+represents: "us/states/ma/districts/house/24th-middlesex"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 24th Middlesex (MA State House of Representatives District 24th Middlesex).
 
+Represents [MA State House of Representatives District 24th Middlesex](/us/states/ma/districts/house/24th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dave-vieira.md b/data/jurisdictions/us/states/ma/people/dave-vieira.md
index c4a3893010..042484a03e 100644
--- a/data/jurisdictions/us/states/ma/people/dave-vieira.md
+++ b/data/jurisdictions/us/states/ma/people/dave-vieira.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Barnstable"
+represents: "us/states/ma/districts/house/3rd-barnstable"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Barnstable (MA State House of Representatives District 3rd Barnstable).
 
+Represents [MA State House of Representatives District 3rd Barnstable](/us/states/ma/districts/house/3rd-barnstable.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/david-biele.md b/data/jurisdictions/us/states/ma/people/david-biele.md
index 4b165fc430..dae08e2952 100644
--- a/data/jurisdictions/us/states/ma/people/david-biele.md
+++ b/data/jurisdictions/us/states/ma/people/david-biele.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 4th Suffolk"
+represents: "us/states/ma/districts/house/4th-suffolk"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 4th Suffolk (MA State House of Representatives District 4th Suffolk).
 
+Represents [MA State House of Representatives District 4th Suffolk](/us/states/ma/districts/house/4th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/david-decoste.md b/data/jurisdictions/us/states/ma/people/david-decoste.md
index 0820db39c3..4d5c170c82 100644
--- a/data/jurisdictions/us/states/ma/people/david-decoste.md
+++ b/data/jurisdictions/us/states/ma/people/david-decoste.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 5th Plymouth"
+represents: "us/states/ma/districts/house/5th-plymouth"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 5th Plymouth (MA State House of Representatives District 5th Plymouth).
 
+Represents [MA State House of Representatives District 5th Plymouth](/us/states/ma/districts/house/5th-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/david-leboeuf.md b/data/jurisdictions/us/states/ma/people/david-leboeuf.md
index 366d0bc533..49a75d5422 100644
--- a/data/jurisdictions/us/states/ma/people/david-leboeuf.md
+++ b/data/jurisdictions/us/states/ma/people/david-leboeuf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 17th Worcester"
+represents: "us/states/ma/districts/house/17th-worcester"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 17th Worcester (MA State House of Representatives District 17th Worcester).
 
+Represents [MA State House of Representatives District 17th Worcester](/us/states/ma/districts/house/17th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/david-linsky.md b/data/jurisdictions/us/states/ma/people/david-linsky.md
index 59ee40652c..24c6cea0d4 100644
--- a/data/jurisdictions/us/states/ma/people/david-linsky.md
+++ b/data/jurisdictions/us/states/ma/people/david-linsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 5th Middlesex"
+represents: "us/states/ma/districts/house/5th-middlesex"
 tenure:
   start: "1999-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 5th Middlesex (MA State House of Representatives District 5th Middlesex).
 
+Represents [MA State House of Representatives District 5th Middlesex](/us/states/ma/districts/house/5th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dawne-shand.md b/data/jurisdictions/us/states/ma/people/dawne-shand.md
index c2e7c91689..76ce6fb86d 100644
--- a/data/jurisdictions/us/states/ma/people/dawne-shand.md
+++ b/data/jurisdictions/us/states/ma/people/dawne-shand.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Essex"
+represents: "us/states/ma/districts/house/1st-essex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Essex (MA State House of Representatives District 1st Essex).
 
+Represents [MA State House of Representatives District 1st Essex](/us/states/ma/districts/house/1st-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dennis-gallagher.md b/data/jurisdictions/us/states/ma/people/dennis-gallagher.md
index 69d3f82b71..81ceae6059 100644
--- a/data/jurisdictions/us/states/ma/people/dennis-gallagher.md
+++ b/data/jurisdictions/us/states/ma/people/dennis-gallagher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 8th Plymouth"
+represents: "us/states/ma/districts/house/8th-plymouth"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 8th Plymouth (MA State House of Representatives District 8th Plymouth).
 
+Represents [MA State House of Representatives District 8th Plymouth](/us/states/ma/districts/house/8th-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/donald-wong.md b/data/jurisdictions/us/states/ma/people/donald-wong.md
index eadd702a43..e088569581 100644
--- a/data/jurisdictions/us/states/ma/people/donald-wong.md
+++ b/data/jurisdictions/us/states/ma/people/donald-wong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 9th Essex"
+represents: "us/states/ma/districts/house/9th-essex"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 9th Essex (MA State House of Representatives District 9th Essex).
 
+Represents [MA State House of Representatives District 9th Essex](/us/states/ma/districts/house/9th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/donnie-berthiaume.md b/data/jurisdictions/us/states/ma/people/donnie-berthiaume.md
index d4542371a4..de739562f3 100644
--- a/data/jurisdictions/us/states/ma/people/donnie-berthiaume.md
+++ b/data/jurisdictions/us/states/ma/people/donnie-berthiaume.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 5th Worcester"
+represents: "us/states/ma/districts/house/5th-worcester"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 5th Worcester (MA State House of Representatives District 5th Worcester).
 
+Represents [MA State House of Representatives District 5th Worcester](/us/states/ma/districts/house/5th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dru-tarr.md b/data/jurisdictions/us/states/ma/people/dru-tarr.md
index 566ac1c487..ad4912ed5c 100644
--- a/data/jurisdictions/us/states/ma/people/dru-tarr.md
+++ b/data/jurisdictions/us/states/ma/people/dru-tarr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 5th Essex"
+represents: "us/states/ma/districts/house/5th-essex"
 tenure:
   start: "2026-04-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 5th Essex (MA State House of Representatives District 5th Essex).
 
+Represents [MA State House of Representatives District 5th Essex](/us/states/ma/districts/house/5th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/dylan-fernandes.md b/data/jurisdictions/us/states/ma/people/dylan-fernandes.md
index c58cd686fe..23ae799589 100644
--- a/data/jurisdictions/us/states/ma/people/dylan-fernandes.md
+++ b/data/jurisdictions/us/states/ma/people/dylan-fernandes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Plymouth and Barnstable"
+represents: "us/states/ma/districts/senate/plymouth-and-barnstable"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Plymouth and Barnstable (MA State Senate District Plymouth and Barnstable).
 
+Represents [MA State Senate District Plymouth and Barnstable](/us/states/ma/districts/senate/plymouth-and-barnstable.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/erika-uyterhoeven.md b/data/jurisdictions/us/states/ma/people/erika-uyterhoeven.md
index c298154610..d4e4a8e54f 100644
--- a/data/jurisdictions/us/states/ma/people/erika-uyterhoeven.md
+++ b/data/jurisdictions/us/states/ma/people/erika-uyterhoeven.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 27th Middlesex"
+represents: "us/states/ma/districts/house/27th-middlesex"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 27th Middlesex (MA State House of Representatives District 27th Middlesex).
 
+Represents [MA State House of Representatives District 27th Middlesex](/us/states/ma/districts/house/27th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/estela-reyes.md b/data/jurisdictions/us/states/ma/people/estela-reyes.md
index d82d7fbee9..d874b0c3f7 100644
--- a/data/jurisdictions/us/states/ma/people/estela-reyes.md
+++ b/data/jurisdictions/us/states/ma/people/estela-reyes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 4th Essex"
+represents: "us/states/ma/districts/house/4th-essex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 4th Essex (MA State House of Representatives District 4th Essex).
 
+Represents [MA State House of Representatives District 4th Essex](/us/states/ma/districts/house/4th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/francisco-paulino.md b/data/jurisdictions/us/states/ma/people/francisco-paulino.md
index 613b1d0d3a..2395cd650d 100644
--- a/data/jurisdictions/us/states/ma/people/francisco-paulino.md
+++ b/data/jurisdictions/us/states/ma/people/francisco-paulino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 16th Essex"
+represents: "us/states/ma/districts/house/16th-essex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 16th Essex (MA State House of Representatives District 16th Essex).
 
+Represents [MA State House of Representatives District 16th Essex](/us/states/ma/districts/house/16th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/frank-moran.md b/data/jurisdictions/us/states/ma/people/frank-moran.md
index 95d12771a0..bac3a1c945 100644
--- a/data/jurisdictions/us/states/ma/people/frank-moran.md
+++ b/data/jurisdictions/us/states/ma/people/frank-moran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 17th Essex"
+represents: "us/states/ma/districts/house/17th-essex"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 17th Essex (MA State House of Representatives District 17th Essex).
 
+Represents [MA State House of Representatives District 17th Essex](/us/states/ma/districts/house/17th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/greg-schwartz.md b/data/jurisdictions/us/states/ma/people/greg-schwartz.md
index d003c99a79..90e0384329 100644
--- a/data/jurisdictions/us/states/ma/people/greg-schwartz.md
+++ b/data/jurisdictions/us/states/ma/people/greg-schwartz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 12th Middlesex"
+represents: "us/states/ma/districts/house/12th-middlesex"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 12th Middlesex (MA State House of Representatives District 12th Middlesex).
 
+Represents [MA State House of Representatives District 12th Middlesex](/us/states/ma/districts/house/12th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/hadley-luddy.md b/data/jurisdictions/us/states/ma/people/hadley-luddy.md
index b1389e3893..d238b43b6f 100644
--- a/data/jurisdictions/us/states/ma/people/hadley-luddy.md
+++ b/data/jurisdictions/us/states/ma/people/hadley-luddy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 4th Barnstable"
+represents: "us/states/ma/districts/house/4th-barnstable"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 4th Barnstable (MA State House of Representatives District 4th Barnstable).
 
+Represents [MA State House of Representatives District 4th Barnstable](/us/states/ma/districts/house/4th-barnstable.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/hannah-bowen.md b/data/jurisdictions/us/states/ma/people/hannah-bowen.md
index ab00032840..11a6306806 100644
--- a/data/jurisdictions/us/states/ma/people/hannah-bowen.md
+++ b/data/jurisdictions/us/states/ma/people/hannah-bowen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 6th Essex"
+represents: "us/states/ma/districts/house/6th-essex"
 tenure:
   start: "2025-05-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 6th Essex (MA State House of Representatives District 6th Essex).
 
+Represents [MA State House of Representatives District 6th Essex](/us/states/ma/districts/house/6th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/hannah-kane.md b/data/jurisdictions/us/states/ma/people/hannah-kane.md
index 8651156ea5..d6364e5d12 100644
--- a/data/jurisdictions/us/states/ma/people/hannah-kane.md
+++ b/data/jurisdictions/us/states/ma/people/hannah-kane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 11th Worcester"
+represents: "us/states/ma/districts/house/11th-worcester"
 tenure:
   start: "2015-04-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 11th Worcester (MA State House of Representatives District 11th Worcester).
 
+Represents [MA State House of Representatives District 11th Worcester](/us/states/ma/districts/house/11th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/homar-gomez.md b/data/jurisdictions/us/states/ma/people/homar-gomez.md
index 70a692ac54..7e8b6cfdaa 100644
--- a/data/jurisdictions/us/states/ma/people/homar-gomez.md
+++ b/data/jurisdictions/us/states/ma/people/homar-gomez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Hampshire"
+represents: "us/states/ma/districts/house/2nd-hampshire"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Hampshire (MA State House of Representatives District 2nd Hampshire).
 
+Represents [MA State House of Representatives District 2nd Hampshire](/us/states/ma/districts/house/2nd-hampshire.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jack-lewis.md b/data/jurisdictions/us/states/ma/people/jack-lewis.md
index 09e6c65096..3f2e8643bf 100644
--- a/data/jurisdictions/us/states/ma/people/jack-lewis.md
+++ b/data/jurisdictions/us/states/ma/people/jack-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 7th Middlesex"
+represents: "us/states/ma/districts/house/7th-middlesex"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 7th Middlesex (MA State House of Representatives District 7th Middlesex).
 
+Represents [MA State House of Representatives District 7th Middlesex](/us/states/ma/districts/house/7th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jake-oliveira.md b/data/jurisdictions/us/states/ma/people/jake-oliveira.md
index be153de8d5..54df5dd61f 100644
--- a/data/jurisdictions/us/states/ma/people/jake-oliveira.md
+++ b/data/jurisdictions/us/states/ma/people/jake-oliveira.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Hampden, Hampshire and Worcester"
+represents: "us/states/ma/districts/senate/hampden-hampshire-and-worcester"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Hampden, Hampshire and Worcester (MA State Senate District Hampden, Hampshire and Worcester).
 
+Represents [MA State Senate District Hampden, Hampshire and Worcester](/us/states/ma/districts/senate/hampden-hampshire-and-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/james-arena-derosa.md b/data/jurisdictions/us/states/ma/people/james-arena-derosa.md
index 2559c73fa5..f2d2067180 100644
--- a/data/jurisdictions/us/states/ma/people/james-arena-derosa.md
+++ b/data/jurisdictions/us/states/ma/people/james-arena-derosa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 8th Middlesex"
+represents: "us/states/ma/districts/house/8th-middlesex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 8th Middlesex (MA State House of Representatives District 8th Middlesex).
 
+Represents [MA State House of Representatives District 8th Middlesex](/us/states/ma/districts/house/8th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jamie-eldridge.md b/data/jurisdictions/us/states/ma/people/jamie-eldridge.md
index 9a05986549..a236f2ce60 100644
--- a/data/jurisdictions/us/states/ma/people/jamie-eldridge.md
+++ b/data/jurisdictions/us/states/ma/people/jamie-eldridge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Middlesex and Worcester"
+represents: "us/states/ma/districts/senate/middlesex-and-worcester"
 tenure:
   start: "2009-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Middlesex and Worcester (MA State Senate District Middlesex and Worcester).
 
+Represents [MA State Senate District Middlesex and Worcester](/us/states/ma/districts/senate/middlesex-and-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jamie-murphy.md b/data/jurisdictions/us/states/ma/people/jamie-murphy.md
index 94051b77f2..a341d04d4c 100644
--- a/data/jurisdictions/us/states/ma/people/jamie-murphy.md
+++ b/data/jurisdictions/us/states/ma/people/jamie-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 4th Norfolk"
+represents: "us/states/ma/districts/house/4th-norfolk"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 4th Norfolk (MA State House of Representatives District 4th Norfolk).
 
+Represents [MA State House of Representatives District 4th Norfolk](/us/states/ma/districts/house/4th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jason-lewis.md b/data/jurisdictions/us/states/ma/people/jason-lewis.md
index a498661f75..aa16a7f1c5 100644
--- a/data/jurisdictions/us/states/ma/people/jason-lewis.md
+++ b/data/jurisdictions/us/states/ma/people/jason-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Fifth Middlesex"
+represents: "us/states/ma/districts/senate/fifth-middlesex"
 tenure:
   start: "2014-04-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Fifth Middlesex (MA State Senate District Fifth Middlesex).
 
+Represents [MA State Senate District Fifth Middlesex](/us/states/ma/districts/senate/fifth-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jay-livingstone.md b/data/jurisdictions/us/states/ma/people/jay-livingstone.md
index 794905005f..9a7cb2672f 100644
--- a/data/jurisdictions/us/states/ma/people/jay-livingstone.md
+++ b/data/jurisdictions/us/states/ma/people/jay-livingstone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 8th Suffolk"
+represents: "us/states/ma/districts/house/8th-suffolk"
 tenure:
   start: "2013-07-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 8th Suffolk (MA State House of Representatives District 8th Suffolk).
 
+Represents [MA State House of Representatives District 8th Suffolk](/us/states/ma/districts/house/8th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jeff-roy.md b/data/jurisdictions/us/states/ma/people/jeff-roy.md
index a6d5fa4116..623ce123af 100644
--- a/data/jurisdictions/us/states/ma/people/jeff-roy.md
+++ b/data/jurisdictions/us/states/ma/people/jeff-roy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 10th Norfolk"
+represents: "us/states/ma/districts/house/10th-norfolk"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 10th Norfolk (MA State House of Representatives District 10th Norfolk).
 
+Represents [MA State House of Representatives District 10th Norfolk](/us/states/ma/districts/house/10th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jeff-turco.md b/data/jurisdictions/us/states/ma/people/jeff-turco.md
index 8e76d66274..eb027e7a4d 100644
--- a/data/jurisdictions/us/states/ma/people/jeff-turco.md
+++ b/data/jurisdictions/us/states/ma/people/jeff-turco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 19th Suffolk"
+represents: "us/states/ma/districts/house/19th-suffolk"
 tenure:
   start: "2021-04-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 19th Suffolk (MA State House of Representatives District 19th Suffolk).
 
+Represents [MA State House of Representatives District 19th Suffolk](/us/states/ma/districts/house/19th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jenny-armini.md b/data/jurisdictions/us/states/ma/people/jenny-armini.md
index 4d81e7e24b..209de94987 100644
--- a/data/jurisdictions/us/states/ma/people/jenny-armini.md
+++ b/data/jurisdictions/us/states/ma/people/jenny-armini.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 8th Essex"
+represents: "us/states/ma/districts/house/8th-essex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 8th Essex (MA State House of Representatives District 8th Essex).
 
+Represents [MA State House of Representatives District 8th Essex](/us/states/ma/districts/house/8th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jessica-giannino.md b/data/jurisdictions/us/states/ma/people/jessica-giannino.md
index 5acf50de4f..5691aef141 100644
--- a/data/jurisdictions/us/states/ma/people/jessica-giannino.md
+++ b/data/jurisdictions/us/states/ma/people/jessica-giannino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 16th Suffolk"
+represents: "us/states/ma/districts/house/16th-suffolk"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 16th Suffolk (MA State House of Representatives District 16th Suffolk).
 
+Represents [MA State House of Representatives District 16th Suffolk](/us/states/ma/districts/house/16th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jim-arciero.md b/data/jurisdictions/us/states/ma/people/jim-arciero.md
index acf70d18fb..afc4d25781 100644
--- a/data/jurisdictions/us/states/ma/people/jim-arciero.md
+++ b/data/jurisdictions/us/states/ma/people/jim-arciero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Middlesex"
+represents: "us/states/ma/districts/house/2nd-middlesex"
 tenure:
   start: "2009-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Middlesex (MA State House of Representatives District 2nd Middlesex).
 
+Represents [MA State House of Representatives District 2nd Middlesex](/us/states/ma/districts/house/2nd-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jim-hawkins.md b/data/jurisdictions/us/states/ma/people/jim-hawkins.md
index da508ca701..04e62b3e08 100644
--- a/data/jurisdictions/us/states/ma/people/jim-hawkins.md
+++ b/data/jurisdictions/us/states/ma/people/jim-hawkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Bristol"
+represents: "us/states/ma/districts/house/2nd-bristol"
 tenure:
   start: "2018-04-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Bristol (MA State House of Representatives District 2nd Bristol).
 
+Represents [MA State House of Representatives District 2nd Bristol](/us/states/ma/districts/house/2nd-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jim-o-day.md b/data/jurisdictions/us/states/ma/people/jim-o-day.md
index 28d4dff673..cf5ef9b537 100644
--- a/data/jurisdictions/us/states/ma/people/jim-o-day.md
+++ b/data/jurisdictions/us/states/ma/people/jim-o-day.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 14th Worcester"
+represents: "us/states/ma/districts/house/14th-worcester"
 tenure:
   start: "2007-05-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 14th Worcester (MA State House of Representatives District 14th Worcester).
 
+Represents [MA State House of Representatives District 14th Worcester](/us/states/ma/districts/house/14th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jo-comerford.md b/data/jurisdictions/us/states/ma/people/jo-comerford.md
index b7208c83c6..54bde73b89 100644
--- a/data/jurisdictions/us/states/ma/people/jo-comerford.md
+++ b/data/jurisdictions/us/states/ma/people/jo-comerford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Hampshire, Franklin and Worcester"
+represents: "us/states/ma/districts/senate/hampshire-franklin-and-worcester"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Hampshire, Franklin and Worcester (MA State Senate District Hampshire, Franklin and Worcester).
 
+Represents [MA State Senate District Hampshire, Franklin and Worcester](/us/states/ma/districts/senate/hampshire-franklin-and-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/joan-lovely.md b/data/jurisdictions/us/states/ma/people/joan-lovely.md
index fb027a7de3..cb8a5c8b47 100644
--- a/data/jurisdictions/us/states/ma/people/joan-lovely.md
+++ b/data/jurisdictions/us/states/ma/people/joan-lovely.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Second Essex"
+represents: "us/states/ma/districts/senate/second-essex"
 tenure:
   start: "2013-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Second Essex (MA State Senate District Second Essex).
 
+Represents [MA State Senate District Second Essex](/us/states/ma/districts/senate/second-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/joan-meschino.md b/data/jurisdictions/us/states/ma/people/joan-meschino.md
index f26c021ae9..4b845ca829 100644
--- a/data/jurisdictions/us/states/ma/people/joan-meschino.md
+++ b/data/jurisdictions/us/states/ma/people/joan-meschino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Plymouth"
+represents: "us/states/ma/districts/house/3rd-plymouth"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Plymouth (MA State House of Representatives District 3rd Plymouth).
 
+Represents [MA State House of Representatives District 3rd Plymouth](/us/states/ma/districts/house/3rd-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/joe-mcgonagle.md b/data/jurisdictions/us/states/ma/people/joe-mcgonagle.md
index 2f5058311d..47f646ae96 100644
--- a/data/jurisdictions/us/states/ma/people/joe-mcgonagle.md
+++ b/data/jurisdictions/us/states/ma/people/joe-mcgonagle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 28th Middlesex"
+represents: "us/states/ma/districts/house/28th-middlesex"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 28th Middlesex (MA State House of Representatives District 28th Middlesex).
 
+Represents [MA State House of Representatives District 28th Middlesex](/us/states/ma/districts/house/28th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/joe-mckenna.md b/data/jurisdictions/us/states/ma/people/joe-mckenna.md
index 2fa36961f3..e164016abd 100644
--- a/data/jurisdictions/us/states/ma/people/joe-mckenna.md
+++ b/data/jurisdictions/us/states/ma/people/joe-mckenna.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 18th Worcester"
+represents: "us/states/ma/districts/house/18th-worcester"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 18th Worcester (MA State House of Representatives District 18th Worcester).
 
+Represents [MA State House of Representatives District 18th Worcester](/us/states/ma/districts/house/18th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/john-barrett.md b/data/jurisdictions/us/states/ma/people/john-barrett.md
index 3a6b173dae..0546792646 100644
--- a/data/jurisdictions/us/states/ma/people/john-barrett.md
+++ b/data/jurisdictions/us/states/ma/people/john-barrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Berkshire"
+represents: "us/states/ma/districts/house/1st-berkshire"
 tenure:
   start: "2017-11-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Berkshire (MA State House of Representatives District 1st Berkshire).
 
+Represents [MA State House of Representatives District 1st Berkshire](/us/states/ma/districts/house/1st-berkshire.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/john-cronin.md b/data/jurisdictions/us/states/ma/people/john-cronin.md
index 7cebfbec63..c274def4bb 100644
--- a/data/jurisdictions/us/states/ma/people/john-cronin.md
+++ b/data/jurisdictions/us/states/ma/people/john-cronin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Worcester and Middlesex"
+represents: "us/states/ma/districts/senate/worcester-and-middlesex"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Worcester and Middlesex (MA State Senate District Worcester and Middlesex).
 
+Represents [MA State Senate District Worcester and Middlesex](/us/states/ma/districts/senate/worcester-and-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/john-gaskey.md b/data/jurisdictions/us/states/ma/people/john-gaskey.md
index 59d90037cb..b801c624d5 100644
--- a/data/jurisdictions/us/states/ma/people/john-gaskey.md
+++ b/data/jurisdictions/us/states/ma/people/john-gaskey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Plymouth"
+represents: "us/states/ma/districts/house/2nd-plymouth"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Plymouth (MA State House of Representatives District 2nd Plymouth).
 
+Represents [MA State House of Representatives District 2nd Plymouth](/us/states/ma/districts/house/2nd-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/john-keenan.md b/data/jurisdictions/us/states/ma/people/john-keenan.md
index 3810c42921..db1c7a227a 100644
--- a/data/jurisdictions/us/states/ma/people/john-keenan.md
+++ b/data/jurisdictions/us/states/ma/people/john-keenan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Norfolk and Plymouth"
+represents: "us/states/ma/districts/senate/norfolk-and-plymouth"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Norfolk and Plymouth (MA State Senate District Norfolk and Plymouth).
 
+Represents [MA State Senate District Norfolk and Plymouth](/us/states/ma/districts/senate/norfolk-and-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/john-lawn.md b/data/jurisdictions/us/states/ma/people/john-lawn.md
index cad2a01c0a..e87b90cdb7 100644
--- a/data/jurisdictions/us/states/ma/people/john-lawn.md
+++ b/data/jurisdictions/us/states/ma/people/john-lawn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 10th Middlesex"
+represents: "us/states/ma/districts/house/10th-middlesex"
 tenure:
   start: "2011-05-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 10th Middlesex (MA State House of Representatives District 10th Middlesex).
 
+Represents [MA State House of Representatives District 10th Middlesex](/us/states/ma/districts/house/10th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/john-mahoney.md b/data/jurisdictions/us/states/ma/people/john-mahoney.md
index 1d671ea604..8187a02dfa 100644
--- a/data/jurisdictions/us/states/ma/people/john-mahoney.md
+++ b/data/jurisdictions/us/states/ma/people/john-mahoney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 13th Worcester"
+represents: "us/states/ma/districts/house/13th-worcester"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 13th Worcester (MA State House of Representatives District 13th Worcester).
 
+Represents [MA State House of Representatives District 13th Worcester](/us/states/ma/districts/house/13th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/john-marsi.md b/data/jurisdictions/us/states/ma/people/john-marsi.md
index 85e6627160..ae15d01b8d 100644
--- a/data/jurisdictions/us/states/ma/people/john-marsi.md
+++ b/data/jurisdictions/us/states/ma/people/john-marsi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 6th Worcester"
+represents: "us/states/ma/districts/house/6th-worcester"
 tenure:
   start: "2024-03-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 6th Worcester (MA State House of Representatives District 6th Worcester).
 
+Represents [MA State House of Representatives District 6th Worcester](/us/states/ma/districts/house/6th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/john-moran.md b/data/jurisdictions/us/states/ma/people/john-moran.md
index c7d1e8b04d..0b75c7915a 100644
--- a/data/jurisdictions/us/states/ma/people/john-moran.md
+++ b/data/jurisdictions/us/states/ma/people/john-moran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 9th Suffolk"
+represents: "us/states/ma/districts/house/9th-suffolk"
 tenure:
   start: "2023-06-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 9th Suffolk (MA State House of Representatives District 9th Suffolk).
 
+Represents [MA State House of Representatives District 9th Suffolk](/us/states/ma/districts/house/9th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/john-rogers.md b/data/jurisdictions/us/states/ma/people/john-rogers.md
index 0af4c4f050..9a855af9d0 100644
--- a/data/jurisdictions/us/states/ma/people/john-rogers.md
+++ b/data/jurisdictions/us/states/ma/people/john-rogers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 12th Norfolk"
+represents: "us/states/ma/districts/house/12th-norfolk"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 12th Norfolk (MA State House of Representatives District 12th Norfolk).
 
+Represents [MA State House of Representatives District 12th Norfolk](/us/states/ma/districts/house/12th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/john-velis.md b/data/jurisdictions/us/states/ma/people/john-velis.md
index 68d0306446..83511cf22b 100644
--- a/data/jurisdictions/us/states/ma/people/john-velis.md
+++ b/data/jurisdictions/us/states/ma/people/john-velis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Hampden and Hampshire"
+represents: "us/states/ma/districts/senate/hampden-and-hampshire"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Hampden and Hampshire (MA State Senate District Hampden and Hampshire).
 
+Represents [MA State Senate District Hampden and Hampshire](/us/states/ma/districts/senate/hampden-and-hampshire.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/jon-zlotnik.md b/data/jurisdictions/us/states/ma/people/jon-zlotnik.md
index d4ff9c0d2e..45688e2361 100644
--- a/data/jurisdictions/us/states/ma/people/jon-zlotnik.md
+++ b/data/jurisdictions/us/states/ma/people/jon-zlotnik.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Worcester"
+represents: "us/states/ma/districts/house/2nd-worcester"
 tenure:
   start: "2013-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Worcester (MA State House of Representatives District 2nd Worcester).
 
+Represents [MA State House of Representatives District 2nd Worcester](/us/states/ma/districts/house/2nd-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/josh-tarsky.md b/data/jurisdictions/us/states/ma/people/josh-tarsky.md
index 844e0afa85..7bd894f8f5 100644
--- a/data/jurisdictions/us/states/ma/people/josh-tarsky.md
+++ b/data/jurisdictions/us/states/ma/people/josh-tarsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 13th Norfolk"
+represents: "us/states/ma/districts/house/13th-norfolk"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 13th Norfolk (MA State House of Representatives District 13th Norfolk).
 
+Represents [MA State House of Representatives District 13th Norfolk](/us/states/ma/districts/house/13th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/judith-garcia.md b/data/jurisdictions/us/states/ma/people/judith-garcia.md
index 7b7010ce39..0f0f76c8f5 100644
--- a/data/jurisdictions/us/states/ma/people/judith-garcia.md
+++ b/data/jurisdictions/us/states/ma/people/judith-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 11th Suffolk"
+represents: "us/states/ma/districts/house/11th-suffolk"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 11th Suffolk (MA State House of Representatives District 11th Suffolk).
 
+Represents [MA State House of Representatives District 11th Suffolk](/us/states/ma/districts/house/11th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/julian-cyr.md b/data/jurisdictions/us/states/ma/people/julian-cyr.md
index 365bd53ad4..c1b3095da3 100644
--- a/data/jurisdictions/us/states/ma/people/julian-cyr.md
+++ b/data/jurisdictions/us/states/ma/people/julian-cyr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Cape and Islands"
+represents: "us/states/ma/districts/senate/cape-and-islands"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Cape and Islands (MA State Senate District Cape and Islands).
 
+Represents [MA State Senate District Cape and Islands](/us/states/ma/districts/senate/cape-and-islands.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/justin-thurber.md b/data/jurisdictions/us/states/ma/people/justin-thurber.md
index e7fbc6228d..0b38fd8eba 100644
--- a/data/jurisdictions/us/states/ma/people/justin-thurber.md
+++ b/data/jurisdictions/us/states/ma/people/justin-thurber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 5th Bristol"
+represents: "us/states/ma/districts/house/5th-bristol"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 5th Bristol (MA State House of Representatives District 5th Bristol).
 
+Represents [MA State House of Representatives District 5th Bristol](/us/states/ma/districts/house/5th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/karen-spilka.md b/data/jurisdictions/us/states/ma/people/karen-spilka.md
index ac9d19156b..e2f3c48e2e 100644
--- a/data/jurisdictions/us/states/ma/people/karen-spilka.md
+++ b/data/jurisdictions/us/states/ma/people/karen-spilka.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Middlesex and Norfolk"
+represents: "us/states/ma/districts/senate/middlesex-and-norfolk"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Middlesex and Norfolk (MA State Senate District Middlesex and Norfolk).
 
+Represents [MA State Senate District Middlesex and Norfolk](/us/states/ma/districts/senate/middlesex-and-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/kate-donaghue.md b/data/jurisdictions/us/states/ma/people/kate-donaghue.md
index cf10c15c3f..c9d6f5b497 100644
--- a/data/jurisdictions/us/states/ma/people/kate-donaghue.md
+++ b/data/jurisdictions/us/states/ma/people/kate-donaghue.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 19th Worcester"
+represents: "us/states/ma/districts/house/19th-worcester"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 19th Worcester (MA State House of Representatives District 19th Worcester).
 
+Represents [MA State House of Representatives District 19th Worcester](/us/states/ma/districts/house/19th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/kate-hogan.md b/data/jurisdictions/us/states/ma/people/kate-hogan.md
index b59c0840c2..9a72415353 100644
--- a/data/jurisdictions/us/states/ma/people/kate-hogan.md
+++ b/data/jurisdictions/us/states/ma/people/kate-hogan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Middlesex"
+represents: "us/states/ma/districts/house/3rd-middlesex"
 tenure:
   start: "2009-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Middlesex (MA State House of Representatives District 3rd Middlesex).
 
+Represents [MA State House of Representatives District 3rd Middlesex](/us/states/ma/districts/house/3rd-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/kate-lipper-garabedian.md b/data/jurisdictions/us/states/ma/people/kate-lipper-garabedian.md
index 03e6961972..36714f2135 100644
--- a/data/jurisdictions/us/states/ma/people/kate-lipper-garabedian.md
+++ b/data/jurisdictions/us/states/ma/people/kate-lipper-garabedian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 32nd Middlesex"
+represents: "us/states/ma/districts/house/32nd-middlesex"
 tenure:
   start: "2020-03-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 32nd Middlesex (MA State House of Representatives District 32nd Middlesex).
 
+Represents [MA State House of Representatives District 32nd Middlesex](/us/states/ma/districts/house/32nd-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/kathy-lanatra.md b/data/jurisdictions/us/states/ma/people/kathy-lanatra.md
index b5c72766d7..7a0dfcda6a 100644
--- a/data/jurisdictions/us/states/ma/people/kathy-lanatra.md
+++ b/data/jurisdictions/us/states/ma/people/kathy-lanatra.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 12th Plymouth"
+represents: "us/states/ma/districts/house/12th-plymouth"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 12th Plymouth (MA State House of Representatives District 12th Plymouth).
 
+Represents [MA State House of Representatives District 12th Plymouth](/us/states/ma/districts/house/12th-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/kelly-dooner.md b/data/jurisdictions/us/states/ma/people/kelly-dooner.md
index 15d5bddfc1..316f3dc8d0 100644
--- a/data/jurisdictions/us/states/ma/people/kelly-dooner.md
+++ b/data/jurisdictions/us/states/ma/people/kelly-dooner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Third Bristol and Plymouth"
+represents: "us/states/ma/districts/senate/third-bristol-and-plymouth"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Third Bristol and Plymouth (MA State Senate District Third Bristol and Plymouth).
 
+Represents [MA State Senate District Third Bristol and Plymouth](/us/states/ma/districts/senate/third-bristol-and-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/kelly-pease.md b/data/jurisdictions/us/states/ma/people/kelly-pease.md
index 2d06727cd4..a226a650d6 100644
--- a/data/jurisdictions/us/states/ma/people/kelly-pease.md
+++ b/data/jurisdictions/us/states/ma/people/kelly-pease.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 4th Hampden"
+represents: "us/states/ma/districts/house/4th-hampden"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 4th Hampden (MA State House of Representatives District 4th Hampden).
 
+Represents [MA State House of Representatives District 4th Hampden](/us/states/ma/districts/house/4th-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/ken-gordon.md b/data/jurisdictions/us/states/ma/people/ken-gordon.md
index 55b12a967a..bfc7b62fd5 100644
--- a/data/jurisdictions/us/states/ma/people/ken-gordon.md
+++ b/data/jurisdictions/us/states/ma/people/ken-gordon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 21st Middlesex"
+represents: "us/states/ma/districts/house/21st-middlesex"
 tenure:
   start: "2013-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 21st Middlesex (MA State House of Representatives District 21st Middlesex).
 
+Represents [MA State House of Representatives District 21st Middlesex](/us/states/ma/districts/house/21st-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/ken-sweezey.md b/data/jurisdictions/us/states/ma/people/ken-sweezey.md
index d584ae81ec..700925bfc9 100644
--- a/data/jurisdictions/us/states/ma/people/ken-sweezey.md
+++ b/data/jurisdictions/us/states/ma/people/ken-sweezey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 6th Plymouth"
+represents: "us/states/ma/districts/house/6th-plymouth"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 6th Plymouth (MA State House of Representatives District 6th Plymouth).
 
+Represents [MA State House of Representatives District 6th Plymouth](/us/states/ma/districts/house/6th-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/kevin-honan.md b/data/jurisdictions/us/states/ma/people/kevin-honan.md
index 216c896efb..0f66368202 100644
--- a/data/jurisdictions/us/states/ma/people/kevin-honan.md
+++ b/data/jurisdictions/us/states/ma/people/kevin-honan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 17th Suffolk"
+represents: "us/states/ma/districts/house/17th-suffolk"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 17th Suffolk (MA State House of Representatives District 17th Suffolk).
 
+Represents [MA State House of Representatives District 17th Suffolk](/us/states/ma/districts/house/17th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/kim-ferguson.md b/data/jurisdictions/us/states/ma/people/kim-ferguson.md
index 6a071eae0a..fefdf3a162 100644
--- a/data/jurisdictions/us/states/ma/people/kim-ferguson.md
+++ b/data/jurisdictions/us/states/ma/people/kim-ferguson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Worcester"
+represents: "us/states/ma/districts/house/1st-worcester"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Worcester (MA State House of Representatives District 1st Worcester).
 
+Represents [MA State House of Representatives District 1st Worcester](/us/states/ma/districts/house/1st-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/kip-diggs.md b/data/jurisdictions/us/states/ma/people/kip-diggs.md
index 3715db9ed7..ef9be33ee3 100644
--- a/data/jurisdictions/us/states/ma/people/kip-diggs.md
+++ b/data/jurisdictions/us/states/ma/people/kip-diggs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Barnstable"
+represents: "us/states/ma/districts/house/2nd-barnstable"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Barnstable (MA State House of Representatives District 2nd Barnstable).
 
+Represents [MA State House of Representatives District 2nd Barnstable](/us/states/ma/districts/house/2nd-barnstable.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/kristin-kassner.md b/data/jurisdictions/us/states/ma/people/kristin-kassner.md
index 1e57a066dd..5048b910ce 100644
--- a/data/jurisdictions/us/states/ma/people/kristin-kassner.md
+++ b/data/jurisdictions/us/states/ma/people/kristin-kassner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Essex"
+represents: "us/states/ma/districts/house/2nd-essex"
 tenure:
   start: "2023-02-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Essex (MA State House of Representatives District 2nd Essex).
 
+Represents [MA State House of Representatives District 2nd Essex](/us/states/ma/districts/house/2nd-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/leigh-davis.md b/data/jurisdictions/us/states/ma/people/leigh-davis.md
index be241c56be..204e699fa7 100644
--- a/data/jurisdictions/us/states/ma/people/leigh-davis.md
+++ b/data/jurisdictions/us/states/ma/people/leigh-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Berkshire"
+represents: "us/states/ma/districts/house/3rd-berkshire"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Berkshire (MA State House of Representatives District 3rd Berkshire).
 
+Represents [MA State House of Representatives District 3rd Berkshire](/us/states/ma/districts/house/3rd-berkshire.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/lindsay-sabadosa.md b/data/jurisdictions/us/states/ma/people/lindsay-sabadosa.md
index 574fa5d9fd..e41a2e3e89 100644
--- a/data/jurisdictions/us/states/ma/people/lindsay-sabadosa.md
+++ b/data/jurisdictions/us/states/ma/people/lindsay-sabadosa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Hampshire"
+represents: "us/states/ma/districts/house/1st-hampshire"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Hampshire (MA State House of Representatives District 1st Hampshire).
 
+Represents [MA State House of Representatives District 1st Hampshire](/us/states/ma/districts/house/1st-hampshire.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/lisa-field.md b/data/jurisdictions/us/states/ma/people/lisa-field.md
index 513cf5b9ae..8f4df12ed0 100644
--- a/data/jurisdictions/us/states/ma/people/lisa-field.md
+++ b/data/jurisdictions/us/states/ma/people/lisa-field.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Bristol"
+represents: "us/states/ma/districts/house/3rd-bristol"
 tenure:
   start: "2025-07-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Bristol (MA State House of Representatives District 3rd Bristol).
 
+Represents [MA State House of Representatives District 3rd Bristol](/us/states/ma/districts/house/3rd-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/liz-miranda.md b/data/jurisdictions/us/states/ma/people/liz-miranda.md
index 1e49149e46..b85caf1c06 100644
--- a/data/jurisdictions/us/states/ma/people/liz-miranda.md
+++ b/data/jurisdictions/us/states/ma/people/liz-miranda.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Second Suffolk"
+represents: "us/states/ma/districts/senate/second-suffolk"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Second Suffolk (MA State Senate District Second Suffolk).
 
+Represents [MA State Senate District Second Suffolk](/us/states/ma/districts/senate/second-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/lydia-edwards.md b/data/jurisdictions/us/states/ma/people/lydia-edwards.md
index c9d25a3f02..c968373b6b 100644
--- a/data/jurisdictions/us/states/ma/people/lydia-edwards.md
+++ b/data/jurisdictions/us/states/ma/people/lydia-edwards.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Third Suffolk"
+represents: "us/states/ma/districts/senate/third-suffolk"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Third Suffolk (MA State Senate District Third Suffolk).
 
+Represents [MA State Senate District Third Suffolk](/us/states/ma/districts/senate/third-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/manny-cruz.md b/data/jurisdictions/us/states/ma/people/manny-cruz.md
index 3566549367..7f9da25558 100644
--- a/data/jurisdictions/us/states/ma/people/manny-cruz.md
+++ b/data/jurisdictions/us/states/ma/people/manny-cruz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 7th Essex"
+represents: "us/states/ma/districts/house/7th-essex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 7th Essex (MA State House of Representatives District 7th Essex).
 
+Represents [MA State House of Representatives District 7th Essex](/us/states/ma/districts/house/7th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/marc-lombardo.md b/data/jurisdictions/us/states/ma/people/marc-lombardo.md
index ee6e3e7cea..e4753a9430 100644
--- a/data/jurisdictions/us/states/ma/people/marc-lombardo.md
+++ b/data/jurisdictions/us/states/ma/people/marc-lombardo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 22nd Middlesex"
+represents: "us/states/ma/districts/house/22nd-middlesex"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 22nd Middlesex (MA State House of Representatives District 22nd Middlesex).
 
+Represents [MA State House of Representatives District 22nd Middlesex](/us/states/ma/districts/house/22nd-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/marcus-vaughn.md b/data/jurisdictions/us/states/ma/people/marcus-vaughn.md
index 8e0aaa3793..fb958ec424 100644
--- a/data/jurisdictions/us/states/ma/people/marcus-vaughn.md
+++ b/data/jurisdictions/us/states/ma/people/marcus-vaughn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 9th Norfolk"
+represents: "us/states/ma/districts/house/9th-norfolk"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 9th Norfolk (MA State House of Representatives District 9th Norfolk).
 
+Represents [MA State House of Representatives District 9th Norfolk](/us/states/ma/districts/house/9th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/margaret-scarsdale.md b/data/jurisdictions/us/states/ma/people/margaret-scarsdale.md
index 8c3026a7db..e26ee7cfdb 100644
--- a/data/jurisdictions/us/states/ma/people/margaret-scarsdale.md
+++ b/data/jurisdictions/us/states/ma/people/margaret-scarsdale.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Middlesex"
+represents: "us/states/ma/districts/house/1st-middlesex"
 tenure:
   start: "2023-01-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Middlesex (MA State House of Representatives District 1st Middlesex).
 
+Represents [MA State House of Representatives District 1st Middlesex](/us/states/ma/districts/house/1st-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/marjorie-decker.md b/data/jurisdictions/us/states/ma/people/marjorie-decker.md
index 7073d4243c..ece6a31f2a 100644
--- a/data/jurisdictions/us/states/ma/people/marjorie-decker.md
+++ b/data/jurisdictions/us/states/ma/people/marjorie-decker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 25th Middlesex"
+represents: "us/states/ma/districts/house/25th-middlesex"
 tenure:
   start: "2013-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 25th Middlesex (MA State House of Representatives District 25th Middlesex).
 
+Represents [MA State House of Representatives District 25th Middlesex](/us/states/ma/districts/house/25th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mark-cusack.md b/data/jurisdictions/us/states/ma/people/mark-cusack.md
index 4a692f7221..204810abd0 100644
--- a/data/jurisdictions/us/states/ma/people/mark-cusack.md
+++ b/data/jurisdictions/us/states/ma/people/mark-cusack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 5th Norfolk"
+represents: "us/states/ma/districts/house/5th-norfolk"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 5th Norfolk (MA State House of Representatives District 5th Norfolk).
 
+Represents [MA State House of Representatives District 5th Norfolk](/us/states/ma/districts/house/5th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mark-montigny.md b/data/jurisdictions/us/states/ma/people/mark-montigny.md
index a2c24df71b..a81d0ce917 100644
--- a/data/jurisdictions/us/states/ma/people/mark-montigny.md
+++ b/data/jurisdictions/us/states/ma/people/mark-montigny.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Second Bristol and Plymouth"
+represents: "us/states/ma/districts/senate/second-bristol-and-plymouth"
 tenure:
   start: "1993-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Second Bristol and Plymouth (MA State Senate District Second Bristol and Plymouth).
 
+Represents [MA State Senate District Second Bristol and Plymouth](/us/states/ma/districts/senate/second-bristol-and-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mark-sylvia.md b/data/jurisdictions/us/states/ma/people/mark-sylvia.md
index 088da72223..791ed63bd0 100644
--- a/data/jurisdictions/us/states/ma/people/mark-sylvia.md
+++ b/data/jurisdictions/us/states/ma/people/mark-sylvia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 10th Bristol"
+represents: "us/states/ma/districts/house/10th-bristol"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 10th Bristol (MA State House of Representatives District 10th Bristol).
 
+Represents [MA State House of Representatives District 10th Bristol](/us/states/ma/districts/house/10th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mary-keefe.md b/data/jurisdictions/us/states/ma/people/mary-keefe.md
index 88ae8848aa..bc85e4e4dc 100644
--- a/data/jurisdictions/us/states/ma/people/mary-keefe.md
+++ b/data/jurisdictions/us/states/ma/people/mary-keefe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 15th Worcester"
+represents: "us/states/ma/districts/house/15th-worcester"
 tenure:
   start: "2013-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 15th Worcester (MA State House of Representatives District 15th Worcester).
 
+Represents [MA State House of Representatives District 15th Worcester](/us/states/ma/districts/house/15th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/meg-kilcoyne.md b/data/jurisdictions/us/states/ma/people/meg-kilcoyne.md
index 2b23a6fe1f..241962e046 100644
--- a/data/jurisdictions/us/states/ma/people/meg-kilcoyne.md
+++ b/data/jurisdictions/us/states/ma/people/meg-kilcoyne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 12th Worcester"
+represents: "us/states/ma/districts/house/12th-worcester"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 12th Worcester (MA State House of Representatives District 12th Worcester).
 
+Represents [MA State House of Representatives District 12th Worcester](/us/states/ma/districts/house/12th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/michael-rodrigues.md b/data/jurisdictions/us/states/ma/people/michael-rodrigues.md
index e072b3ec82..eaf72b570e 100644
--- a/data/jurisdictions/us/states/ma/people/michael-rodrigues.md
+++ b/data/jurisdictions/us/states/ma/people/michael-rodrigues.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District First Bristol and Plymouth"
+represents: "us/states/ma/districts/senate/first-bristol-and-plymouth"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District First Bristol and Plymouth (MA State Senate District First Bristol and Plymouth).
 
+Represents [MA State Senate District First Bristol and Plymouth](/us/states/ma/districts/senate/first-bristol-and-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/michelle-badger.md b/data/jurisdictions/us/states/ma/people/michelle-badger.md
index 980d8e15e9..10dfa336ec 100644
--- a/data/jurisdictions/us/states/ma/people/michelle-badger.md
+++ b/data/jurisdictions/us/states/ma/people/michelle-badger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Plymouth"
+represents: "us/states/ma/districts/house/1st-plymouth"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Plymouth (MA State House of Representatives District 1st Plymouth).
 
+Represents [MA State House of Representatives District 1st Plymouth](/us/states/ma/districts/house/1st-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/michelle-ciccolo.md b/data/jurisdictions/us/states/ma/people/michelle-ciccolo.md
index ac964cd623..894f33fb14 100644
--- a/data/jurisdictions/us/states/ma/people/michelle-ciccolo.md
+++ b/data/jurisdictions/us/states/ma/people/michelle-ciccolo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 15th Middlesex"
+represents: "us/states/ma/districts/house/15th-middlesex"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 15th Middlesex (MA State House of Representatives District 15th Middlesex).
 
+Represents [MA State House of Representatives District 15th Middlesex](/us/states/ma/districts/house/15th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/michelle-dubois.md b/data/jurisdictions/us/states/ma/people/michelle-dubois.md
index 61e6a2b402..1f8e756f0c 100644
--- a/data/jurisdictions/us/states/ma/people/michelle-dubois.md
+++ b/data/jurisdictions/us/states/ma/people/michelle-dubois.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 10th Plymouth"
+represents: "us/states/ma/districts/house/10th-plymouth"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 10th Plymouth (MA State House of Representatives District 10th Plymouth).
 
+Represents [MA State House of Representatives District 10th Plymouth](/us/states/ma/districts/house/10th-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-barrett.md b/data/jurisdictions/us/states/ma/people/mike-barrett.md
index 2f0e99bbe9..75f33e674d 100644
--- a/data/jurisdictions/us/states/ma/people/mike-barrett.md
+++ b/data/jurisdictions/us/states/ma/people/mike-barrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Third Middlesex"
+represents: "us/states/ma/districts/senate/third-middlesex"
 tenure:
   start: "2013-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Third Middlesex (MA State Senate District Third Middlesex).
 
+Represents [MA State Senate District Third Middlesex](/us/states/ma/districts/senate/third-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-brady.md b/data/jurisdictions/us/states/ma/people/mike-brady.md
index 14e368c9e8..cb40c360f5 100644
--- a/data/jurisdictions/us/states/ma/people/mike-brady.md
+++ b/data/jurisdictions/us/states/ma/people/mike-brady.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Second Plymouth and Norfolk"
+represents: "us/states/ma/districts/senate/second-plymouth-and-norfolk"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Second Plymouth and Norfolk (MA State Senate District Second Plymouth and Norfolk).
 
+Represents [MA State Senate District Second Plymouth and Norfolk](/us/states/ma/districts/senate/second-plymouth-and-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-chaisson.md b/data/jurisdictions/us/states/ma/people/mike-chaisson.md
index 0f6cec9bf4..e072d335d7 100644
--- a/data/jurisdictions/us/states/ma/people/mike-chaisson.md
+++ b/data/jurisdictions/us/states/ma/people/mike-chaisson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Bristol"
+represents: "us/states/ma/districts/house/1st-bristol"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Bristol (MA State House of Representatives District 1st Bristol).
 
+Represents [MA State House of Representatives District 1st Bristol](/us/states/ma/districts/house/1st-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-connolly.md b/data/jurisdictions/us/states/ma/people/mike-connolly.md
index 7f277ffdbd..9b55a82d8f 100644
--- a/data/jurisdictions/us/states/ma/people/mike-connolly.md
+++ b/data/jurisdictions/us/states/ma/people/mike-connolly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 26th Middlesex"
+represents: "us/states/ma/districts/house/26th-middlesex"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 26th Middlesex (MA State House of Representatives District 26th Middlesex).
 
+Represents [MA State House of Representatives District 26th Middlesex](/us/states/ma/districts/house/26th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-day.md b/data/jurisdictions/us/states/ma/people/mike-day.md
index 442e8d0cec..940dc777fc 100644
--- a/data/jurisdictions/us/states/ma/people/mike-day.md
+++ b/data/jurisdictions/us/states/ma/people/mike-day.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 31st Middlesex"
+represents: "us/states/ma/districts/house/31st-middlesex"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 31st Middlesex (MA State House of Representatives District 31st Middlesex).
 
+Represents [MA State House of Representatives District 31st Middlesex](/us/states/ma/districts/house/31st-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-finn.md b/data/jurisdictions/us/states/ma/people/mike-finn.md
index 0747c2a4f1..a3bbf3c5b9 100644
--- a/data/jurisdictions/us/states/ma/people/mike-finn.md
+++ b/data/jurisdictions/us/states/ma/people/mike-finn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 6th Hampden"
+represents: "us/states/ma/districts/house/6th-hampden"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 6th Hampden (MA State House of Representatives District 6th Hampden).
 
+Represents [MA State House of Representatives District 6th Hampden](/us/states/ma/districts/house/6th-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-kushmerek.md b/data/jurisdictions/us/states/ma/people/mike-kushmerek.md
index 75c4393f7e..7313279da0 100644
--- a/data/jurisdictions/us/states/ma/people/mike-kushmerek.md
+++ b/data/jurisdictions/us/states/ma/people/mike-kushmerek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Worcester"
+represents: "us/states/ma/districts/house/3rd-worcester"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Worcester (MA State House of Representatives District 3rd Worcester).
 
+Represents [MA State House of Representatives District 3rd Worcester](/us/states/ma/districts/house/3rd-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-moore.md b/data/jurisdictions/us/states/ma/people/mike-moore.md
index e9e58293bf..8dbac49cd3 100644
--- a/data/jurisdictions/us/states/ma/people/mike-moore.md
+++ b/data/jurisdictions/us/states/ma/people/mike-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Second Worcester"
+represents: "us/states/ma/districts/senate/second-worcester"
 tenure:
   start: "2009-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Second Worcester (MA State Senate District Second Worcester).
 
+Represents [MA State Senate District Second Worcester](/us/states/ma/districts/senate/second-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-moran.md b/data/jurisdictions/us/states/ma/people/mike-moran.md
index 597803d871..207db4acfa 100644
--- a/data/jurisdictions/us/states/ma/people/mike-moran.md
+++ b/data/jurisdictions/us/states/ma/people/mike-moran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 18th Suffolk"
+represents: "us/states/ma/districts/house/18th-suffolk"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 18th Suffolk (MA State House of Representatives District 18th Suffolk).
 
+Represents [MA State House of Representatives District 18th Suffolk](/us/states/ma/districts/house/18th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-rush.md b/data/jurisdictions/us/states/ma/people/mike-rush.md
index 50ef5afeda..76288943a2 100644
--- a/data/jurisdictions/us/states/ma/people/mike-rush.md
+++ b/data/jurisdictions/us/states/ma/people/mike-rush.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Norfolk and Suffolk"
+represents: "us/states/ma/districts/senate/norfolk-and-suffolk"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Norfolk and Suffolk (MA State Senate District Norfolk and Suffolk).
 
+Represents [MA State Senate District Norfolk and Suffolk](/us/states/ma/districts/senate/norfolk-and-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mike-soter.md b/data/jurisdictions/us/states/ma/people/mike-soter.md
index f8d0eeb3f7..a551c9ec1a 100644
--- a/data/jurisdictions/us/states/ma/people/mike-soter.md
+++ b/data/jurisdictions/us/states/ma/people/mike-soter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 8th Worcester"
+represents: "us/states/ma/districts/house/8th-worcester"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 8th Worcester (MA State House of Representatives District 8th Worcester).
 
+Represents [MA State House of Representatives District 8th Worcester](/us/states/ma/districts/house/8th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/mindy-domb.md b/data/jurisdictions/us/states/ma/people/mindy-domb.md
index 29427b60dd..39efc00b3c 100644
--- a/data/jurisdictions/us/states/ma/people/mindy-domb.md
+++ b/data/jurisdictions/us/states/ma/people/mindy-domb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Hampshire"
+represents: "us/states/ma/districts/house/3rd-hampshire"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Hampshire (MA State House of Representatives District 3rd Hampshire).
 
+Represents [MA State House of Representatives District 3rd Hampshire](/us/states/ma/districts/house/3rd-hampshire.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/natalie-higgins.md b/data/jurisdictions/us/states/ma/people/natalie-higgins.md
index bb784dabe8..4de550dd04 100644
--- a/data/jurisdictions/us/states/ma/people/natalie-higgins.md
+++ b/data/jurisdictions/us/states/ma/people/natalie-higgins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 4th Worcester"
+represents: "us/states/ma/districts/house/4th-worcester"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 4th Worcester (MA State House of Representatives District 4th Worcester).
 
+Represents [MA State House of Representatives District 4th Worcester](/us/states/ma/districts/house/4th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/nick-boldyga.md b/data/jurisdictions/us/states/ma/people/nick-boldyga.md
index 74e5d8dabe..e9b2722826 100644
--- a/data/jurisdictions/us/states/ma/people/nick-boldyga.md
+++ b/data/jurisdictions/us/states/ma/people/nick-boldyga.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Hampden"
+represents: "us/states/ma/districts/house/3rd-hampden"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Hampden (MA State House of Representatives District 3rd Hampden).
 
+Represents [MA State House of Representatives District 3rd Hampden](/us/states/ma/districts/house/3rd-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/nick-collins.md b/data/jurisdictions/us/states/ma/people/nick-collins.md
index 0c3a0c9d40..2b3ca1a12c 100644
--- a/data/jurisdictions/us/states/ma/people/nick-collins.md
+++ b/data/jurisdictions/us/states/ma/people/nick-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District First Suffolk"
+represents: "us/states/ma/districts/senate/first-suffolk"
 tenure:
   start: "2018-05-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District First Suffolk (MA State Senate District First Suffolk).
 
+Represents [MA State Senate District First Suffolk](/us/states/ma/districts/senate/first-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/norm-orrall.md b/data/jurisdictions/us/states/ma/people/norm-orrall.md
index 9be033a5d0..f529362012 100644
--- a/data/jurisdictions/us/states/ma/people/norm-orrall.md
+++ b/data/jurisdictions/us/states/ma/people/norm-orrall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 12th Bristol"
+represents: "us/states/ma/districts/house/12th-bristol"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 12th Bristol (MA State House of Representatives District 12th Bristol).
 
+Represents [MA State House of Representatives District 12th Bristol](/us/states/ma/districts/house/12th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/orlando-ramos.md b/data/jurisdictions/us/states/ma/people/orlando-ramos.md
index 652acd2bca..4b1918ebfe 100644
--- a/data/jurisdictions/us/states/ma/people/orlando-ramos.md
+++ b/data/jurisdictions/us/states/ma/people/orlando-ramos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 9th Hampden"
+represents: "us/states/ma/districts/house/9th-hampden"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 9th Hampden (MA State House of Representatives District 9th Hampden).
 
+Represents [MA State House of Representatives District 9th Hampden](/us/states/ma/districts/house/9th-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/pat-duffy.md b/data/jurisdictions/us/states/ma/people/pat-duffy.md
index 9e5eebc36f..148b977cb8 100644
--- a/data/jurisdictions/us/states/ma/people/pat-duffy.md
+++ b/data/jurisdictions/us/states/ma/people/pat-duffy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 5th Hampden"
+represents: "us/states/ma/districts/house/5th-hampden"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 5th Hampden (MA State House of Representatives District 5th Hampden).
 
+Represents [MA State House of Representatives District 5th Hampden](/us/states/ma/districts/house/5th-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/pat-jehlen.md b/data/jurisdictions/us/states/ma/people/pat-jehlen.md
index 3c651bbc14..56f8c0d417 100644
--- a/data/jurisdictions/us/states/ma/people/pat-jehlen.md
+++ b/data/jurisdictions/us/states/ma/people/pat-jehlen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Second Middlesex"
+represents: "us/states/ma/districts/senate/second-middlesex"
 tenure:
   start: "2005-10-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Second Middlesex (MA State Senate District Second Middlesex).
 
+Represents [MA State Senate District Second Middlesex](/us/states/ma/districts/senate/second-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/patrick-kearney.md b/data/jurisdictions/us/states/ma/people/patrick-kearney.md
index 872357af51..50b69cc3ef 100644
--- a/data/jurisdictions/us/states/ma/people/patrick-kearney.md
+++ b/data/jurisdictions/us/states/ma/people/patrick-kearney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 4th Plymouth"
+represents: "us/states/ma/districts/house/4th-plymouth"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 4th Plymouth (MA State House of Representatives District 4th Plymouth).
 
+Represents [MA State House of Representatives District 4th Plymouth](/us/states/ma/districts/house/4th-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/patrick-o-connor.md b/data/jurisdictions/us/states/ma/people/patrick-o-connor.md
index cfe845828d..7928159c3e 100644
--- a/data/jurisdictions/us/states/ma/people/patrick-o-connor.md
+++ b/data/jurisdictions/us/states/ma/people/patrick-o-connor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District First Plymouth and Norfolk"
+represents: "us/states/ma/districts/senate/first-plymouth-and-norfolk"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District First Plymouth and Norfolk (MA State Senate District First Plymouth and Norfolk).
 
+Represents [MA State Senate District First Plymouth and Norfolk](/us/states/ma/districts/senate/first-plymouth-and-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/paul-donato.md b/data/jurisdictions/us/states/ma/people/paul-donato.md
index 4440268f06..c99cebe147 100644
--- a/data/jurisdictions/us/states/ma/people/paul-donato.md
+++ b/data/jurisdictions/us/states/ma/people/paul-donato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 35th Middlesex"
+represents: "us/states/ma/districts/house/35th-middlesex"
 tenure:
   start: "2001-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 35th Middlesex (MA State House of Representatives District 35th Middlesex).
 
+Represents [MA State House of Representatives District 35th Middlesex](/us/states/ma/districts/house/35th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/paul-feeney.md b/data/jurisdictions/us/states/ma/people/paul-feeney.md
index 41def152e7..9ba23b5d62 100644
--- a/data/jurisdictions/us/states/ma/people/paul-feeney.md
+++ b/data/jurisdictions/us/states/ma/people/paul-feeney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Bristol and Norfolk"
+represents: "us/states/ma/districts/senate/bristol-and-norfolk"
 tenure:
   start: "2017-11-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Bristol and Norfolk (MA State Senate District Bristol and Norfolk).
 
+Represents [MA State Senate District Bristol and Norfolk](/us/states/ma/districts/senate/bristol-and-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/paul-frost.md b/data/jurisdictions/us/states/ma/people/paul-frost.md
index c9bbea7872..8f732f3e11 100644
--- a/data/jurisdictions/us/states/ma/people/paul-frost.md
+++ b/data/jurisdictions/us/states/ma/people/paul-frost.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 7th Worcester"
+represents: "us/states/ma/districts/house/7th-worcester"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 7th Worcester (MA State House of Representatives District 7th Worcester).
 
+Represents [MA State House of Representatives District 7th Worcester](/us/states/ma/districts/house/7th-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/paul-mark.md b/data/jurisdictions/us/states/ma/people/paul-mark.md
index 3315abd7e9..b54a5a58fa 100644
--- a/data/jurisdictions/us/states/ma/people/paul-mark.md
+++ b/data/jurisdictions/us/states/ma/people/paul-mark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Berkshire, Hampden, Franklin and Hampshire"
+represents: "us/states/ma/districts/senate/berkshire-hampden-franklin-and-hampshire"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Berkshire, Hampden, Franklin and Hampshire (MA State Senate District Berkshire, Hampden, Franklin and Hampshire).
 
+Represents [MA State Senate District Berkshire, Hampden, Franklin and Hampshire](/us/states/ma/districts/senate/berkshire-hampden-franklin-and-hampshire.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/paul-mcmurtry.md b/data/jurisdictions/us/states/ma/people/paul-mcmurtry.md
index 44f35536ef..ae3e5670f2 100644
--- a/data/jurisdictions/us/states/ma/people/paul-mcmurtry.md
+++ b/data/jurisdictions/us/states/ma/people/paul-mcmurtry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 11th Norfolk"
+represents: "us/states/ma/districts/house/11th-norfolk"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 11th Norfolk (MA State House of Representatives District 11th Norfolk).
 
+Represents [MA State House of Representatives District 11th Norfolk](/us/states/ma/districts/house/11th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/pavel-payano.md b/data/jurisdictions/us/states/ma/people/pavel-payano.md
index bb7636b7c3..2d942fc3db 100644
--- a/data/jurisdictions/us/states/ma/people/pavel-payano.md
+++ b/data/jurisdictions/us/states/ma/people/pavel-payano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District First Essex"
+represents: "us/states/ma/districts/senate/first-essex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District First Essex (MA State Senate District First Essex).
 
+Represents [MA State Senate District First Essex](/us/states/ma/districts/senate/first-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/peter-durant.md b/data/jurisdictions/us/states/ma/people/peter-durant.md
index 7268803db1..4c49dbd943 100644
--- a/data/jurisdictions/us/states/ma/people/peter-durant.md
+++ b/data/jurisdictions/us/states/ma/people/peter-durant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Worcester and Hampshire"
+represents: "us/states/ma/districts/senate/worcester-and-hampshire"
 tenure:
   start: "2023-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Worcester and Hampshire (MA State Senate District Worcester and Hampshire).
 
+Represents [MA State Senate District Worcester and Hampshire](/us/states/ma/districts/senate/worcester-and-hampshire.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/priscila-sousa.md b/data/jurisdictions/us/states/ma/people/priscila-sousa.md
index 15ec9b250b..9938acfd6a 100644
--- a/data/jurisdictions/us/states/ma/people/priscila-sousa.md
+++ b/data/jurisdictions/us/states/ma/people/priscila-sousa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 6th Middlesex"
+represents: "us/states/ma/districts/house/6th-middlesex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 6th Middlesex (MA State House of Representatives District 6th Middlesex).
 
+Represents [MA State House of Representatives District 6th Middlesex](/us/states/ma/districts/house/6th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/rich-haggerty.md b/data/jurisdictions/us/states/ma/people/rich-haggerty.md
index 6b0bed74ba..faa18e1924 100644
--- a/data/jurisdictions/us/states/ma/people/rich-haggerty.md
+++ b/data/jurisdictions/us/states/ma/people/rich-haggerty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 30th Middlesex"
+represents: "us/states/ma/districts/house/30th-middlesex"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 30th Middlesex (MA State House of Representatives District 30th Middlesex).
 
+Represents [MA State House of Representatives District 30th Middlesex](/us/states/ma/districts/house/30th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/richard-wells.md b/data/jurisdictions/us/states/ma/people/richard-wells.md
index da59cad8aa..83b35d5877 100644
--- a/data/jurisdictions/us/states/ma/people/richard-wells.md
+++ b/data/jurisdictions/us/states/ma/people/richard-wells.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 7th Norfolk"
+represents: "us/states/ma/districts/house/7th-norfolk"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 7th Norfolk (MA State House of Representatives District 7th Norfolk).
 
+Represents [MA State House of Representatives District 7th Norfolk](/us/states/ma/districts/house/7th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/rita-mendes.md b/data/jurisdictions/us/states/ma/people/rita-mendes.md
index a069b80e56..91fe020227 100644
--- a/data/jurisdictions/us/states/ma/people/rita-mendes.md
+++ b/data/jurisdictions/us/states/ma/people/rita-mendes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 11th Plymouth"
+represents: "us/states/ma/districts/house/11th-plymouth"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 11th Plymouth (MA State House of Representatives District 11th Plymouth).
 
+Represents [MA State House of Representatives District 11th Plymouth](/us/states/ma/districts/house/11th-plymouth.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/rob-consalvo.md b/data/jurisdictions/us/states/ma/people/rob-consalvo.md
index 65df44fb2c..3974ed260d 100644
--- a/data/jurisdictions/us/states/ma/people/rob-consalvo.md
+++ b/data/jurisdictions/us/states/ma/people/rob-consalvo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 14th Suffolk"
+represents: "us/states/ma/districts/house/14th-suffolk"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 14th Suffolk (MA State House of Representatives District 14th Suffolk).
 
+Represents [MA State House of Representatives District 14th Suffolk](/us/states/ma/districts/house/14th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/robyn-kennedy.md b/data/jurisdictions/us/states/ma/people/robyn-kennedy.md
index 6a2e339850..b73a1f9572 100644
--- a/data/jurisdictions/us/states/ma/people/robyn-kennedy.md
+++ b/data/jurisdictions/us/states/ma/people/robyn-kennedy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District First Worcester"
+represents: "us/states/ma/districts/senate/first-worcester"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District First Worcester (MA State Senate District First Worcester).
 
+Represents [MA State Senate District First Worcester](/us/states/ma/districts/senate/first-worcester.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/rodney-elliott.md b/data/jurisdictions/us/states/ma/people/rodney-elliott.md
index dda81ca486..4636a9ce1e 100644
--- a/data/jurisdictions/us/states/ma/people/rodney-elliott.md
+++ b/data/jurisdictions/us/states/ma/people/rodney-elliott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 16th Middlesex"
+represents: "us/states/ma/districts/house/16th-middlesex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 16th Middlesex (MA State House of Representatives District 16th Middlesex).
 
+Represents [MA State House of Representatives District 16th Middlesex](/us/states/ma/districts/house/16th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/ron-mariano.md b/data/jurisdictions/us/states/ma/people/ron-mariano.md
index a151b0d637..8e54806657 100644
--- a/data/jurisdictions/us/states/ma/people/ron-mariano.md
+++ b/data/jurisdictions/us/states/ma/people/ron-mariano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 3rd Norfolk"
+represents: "us/states/ma/districts/house/3rd-norfolk"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 3rd Norfolk (MA State House of Representatives District 3rd Norfolk).
 
+Represents [MA State House of Representatives District 3rd Norfolk](/us/states/ma/districts/house/3rd-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/russell-holmes.md b/data/jurisdictions/us/states/ma/people/russell-holmes.md
index fb51fe7903..7151b32ad1 100644
--- a/data/jurisdictions/us/states/ma/people/russell-holmes.md
+++ b/data/jurisdictions/us/states/ma/people/russell-holmes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 6th Suffolk"
+represents: "us/states/ma/districts/house/6th-suffolk"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 6th Suffolk (MA State House of Representatives District 6th Suffolk).
 
+Represents [MA State House of Representatives District 6th Suffolk](/us/states/ma/districts/house/6th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/ryan-fattman.md b/data/jurisdictions/us/states/ma/people/ryan-fattman.md
index f3d62ab0fd..cd3ed82c3b 100644
--- a/data/jurisdictions/us/states/ma/people/ryan-fattman.md
+++ b/data/jurisdictions/us/states/ma/people/ryan-fattman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Worcester and Hampden"
+represents: "us/states/ma/districts/senate/worcester-and-hampden"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Worcester and Hampden (MA State Senate District Worcester and Hampden).
 
+Represents [MA State Senate District Worcester and Hampden](/us/states/ma/districts/senate/worcester-and-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/ryan-hamilton.md b/data/jurisdictions/us/states/ma/people/ryan-hamilton.md
index 50bd84c6ea..ae4b9e4f2e 100644
--- a/data/jurisdictions/us/states/ma/people/ryan-hamilton.md
+++ b/data/jurisdictions/us/states/ma/people/ryan-hamilton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 15th Essex"
+represents: "us/states/ma/districts/house/15th-essex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 15th Essex (MA State House of Representatives District 15th Essex).
 
+Represents [MA State House of Representatives District 15th Essex](/us/states/ma/districts/house/15th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/sal-didomenico.md b/data/jurisdictions/us/states/ma/people/sal-didomenico.md
index d2ecff23e9..5f2ecdbf97 100644
--- a/data/jurisdictions/us/states/ma/people/sal-didomenico.md
+++ b/data/jurisdictions/us/states/ma/people/sal-didomenico.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Middlesex and Suffolk"
+represents: "us/states/ma/districts/senate/middlesex-and-suffolk"
 tenure:
   start: "2010-05-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Middlesex and Suffolk (MA State Senate District Middlesex and Suffolk).
 
+Represents [MA State Senate District Middlesex and Suffolk](/us/states/ma/districts/senate/middlesex-and-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/sally-kerans.md b/data/jurisdictions/us/states/ma/people/sally-kerans.md
index 5c251d6510..002ffee889 100644
--- a/data/jurisdictions/us/states/ma/people/sally-kerans.md
+++ b/data/jurisdictions/us/states/ma/people/sally-kerans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 13th Essex"
+represents: "us/states/ma/districts/house/13th-essex"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 13th Essex (MA State House of Representatives District 13th Essex).
 
+Represents [MA State House of Representatives District 13th Essex](/us/states/ma/districts/house/13th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/sam-montano.md b/data/jurisdictions/us/states/ma/people/sam-montano.md
index 1e7777b0b7..a45fdc995d 100644
--- a/data/jurisdictions/us/states/ma/people/sam-montano.md
+++ b/data/jurisdictions/us/states/ma/people/sam-montano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 15th Suffolk"
+represents: "us/states/ma/districts/house/15th-suffolk"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 15th Suffolk (MA State House of Representatives District 15th Suffolk).
 
+Represents [MA State House of Representatives District 15th Suffolk](/us/states/ma/districts/house/15th-suffolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/sean-garballey.md b/data/jurisdictions/us/states/ma/people/sean-garballey.md
index c175421af7..55cf8e7f08 100644
--- a/data/jurisdictions/us/states/ma/people/sean-garballey.md
+++ b/data/jurisdictions/us/states/ma/people/sean-garballey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 23rd Middlesex"
+represents: "us/states/ma/districts/house/23rd-middlesex"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 23rd Middlesex (MA State House of Representatives District 23rd Middlesex).
 
+Represents [MA State House of Representatives District 23rd Middlesex](/us/states/ma/districts/house/23rd-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/sean-reid.md b/data/jurisdictions/us/states/ma/people/sean-reid.md
index d6c38d2d7e..8da549b41b 100644
--- a/data/jurisdictions/us/states/ma/people/sean-reid.md
+++ b/data/jurisdictions/us/states/ma/people/sean-reid.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 11th Essex"
+represents: "us/states/ma/districts/house/11th-essex"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 11th Essex (MA State House of Representatives District 11th Essex).
 
+Represents [MA State House of Representatives District 11th Essex](/us/states/ma/districts/house/11th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/shirley-arriaga.md b/data/jurisdictions/us/states/ma/people/shirley-arriaga.md
index e2f7204187..30bc6857bc 100644
--- a/data/jurisdictions/us/states/ma/people/shirley-arriaga.md
+++ b/data/jurisdictions/us/states/ma/people/shirley-arriaga.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 8th Hampden"
+represents: "us/states/ma/districts/house/8th-hampden"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 8th Hampden (MA State House of Representatives District 8th Hampden).
 
+Represents [MA State House of Representatives District 8th Hampden](/us/states/ma/districts/house/8th-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/simon-cataldo.md b/data/jurisdictions/us/states/ma/people/simon-cataldo.md
index 419c9c290e..f59e92d09d 100644
--- a/data/jurisdictions/us/states/ma/people/simon-cataldo.md
+++ b/data/jurisdictions/us/states/ma/people/simon-cataldo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 14th Middlesex"
+represents: "us/states/ma/districts/house/14th-middlesex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 14th Middlesex (MA State House of Representatives District 14th Middlesex).
 
+Represents [MA State House of Representatives District 14th Middlesex](/us/states/ma/districts/house/14th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/steve-owens.md b/data/jurisdictions/us/states/ma/people/steve-owens.md
index 05550f5e3a..2246709e1c 100644
--- a/data/jurisdictions/us/states/ma/people/steve-owens.md
+++ b/data/jurisdictions/us/states/ma/people/steve-owens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 29th Middlesex"
+represents: "us/states/ma/districts/house/29th-middlesex"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 29th Middlesex (MA State House of Representatives District 29th Middlesex).
 
+Represents [MA State House of Representatives District 29th Middlesex](/us/states/ma/districts/house/29th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/steve-ultrino.md b/data/jurisdictions/us/states/ma/people/steve-ultrino.md
index c00b7552dc..f31ac360a8 100644
--- a/data/jurisdictions/us/states/ma/people/steve-ultrino.md
+++ b/data/jurisdictions/us/states/ma/people/steve-ultrino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 33rd Middlesex"
+represents: "us/states/ma/districts/house/33rd-middlesex"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 33rd Middlesex (MA State House of Representatives District 33rd Middlesex).
 
+Represents [MA State House of Representatives District 33rd Middlesex](/us/states/ma/districts/house/33rd-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/steve-xiarhos.md b/data/jurisdictions/us/states/ma/people/steve-xiarhos.md
index 76a14063f2..9922b5ebf7 100644
--- a/data/jurisdictions/us/states/ma/people/steve-xiarhos.md
+++ b/data/jurisdictions/us/states/ma/people/steve-xiarhos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 5th Barnstable"
+represents: "us/states/ma/districts/house/5th-barnstable"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 5th Barnstable (MA State House of Representatives District 5th Barnstable).
 
+Represents [MA State House of Representatives District 5th Barnstable](/us/states/ma/districts/house/5th-barnstable.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/steven-howitt.md b/data/jurisdictions/us/states/ma/people/steven-howitt.md
index c1456848dd..b701b7c569 100644
--- a/data/jurisdictions/us/states/ma/people/steven-howitt.md
+++ b/data/jurisdictions/us/states/ma/people/steven-howitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 4th Bristol"
+represents: "us/states/ma/districts/house/4th-bristol"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 4th Bristol (MA State House of Representatives District 4th Bristol).
 
+Represents [MA State House of Representatives District 4th Bristol](/us/states/ma/districts/house/4th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/steven-ouellette.md b/data/jurisdictions/us/states/ma/people/steven-ouellette.md
index d6ef9bfa13..94b622007e 100644
--- a/data/jurisdictions/us/states/ma/people/steven-ouellette.md
+++ b/data/jurisdictions/us/states/ma/people/steven-ouellette.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 8th Bristol"
+represents: "us/states/ma/districts/house/8th-bristol"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 8th Bristol (MA State House of Representatives District 8th Bristol).
 
+Represents [MA State House of Representatives District 8th Bristol](/us/states/ma/districts/house/8th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/susannah-whipps.md b/data/jurisdictions/us/states/ma/people/susannah-whipps.md
index dd37438f20..4a8cdc33b0 100644
--- a/data/jurisdictions/us/states/ma/people/susannah-whipps.md
+++ b/data/jurisdictions/us/states/ma/people/susannah-whipps.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Franklin"
+represents: "us/states/ma/districts/house/2nd-franklin"
 tenure:
   start: "2017-08-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Franklin (MA State House of Representatives District 2nd Franklin).
 
+Represents [MA State House of Representatives District 2nd Franklin](/us/states/ma/districts/house/2nd-franklin.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/tackey-chan.md b/data/jurisdictions/us/states/ma/people/tackey-chan.md
index 69a2ec22b3..5a33550ffa 100644
--- a/data/jurisdictions/us/states/ma/people/tackey-chan.md
+++ b/data/jurisdictions/us/states/ma/people/tackey-chan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Norfolk"
+represents: "us/states/ma/districts/house/2nd-norfolk"
 tenure:
   start: "2011-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Norfolk (MA State House of Representatives District 2nd Norfolk).
 
+Represents [MA State House of Representatives District 2nd Norfolk](/us/states/ma/districts/house/2nd-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/tara-hong.md b/data/jurisdictions/us/states/ma/people/tara-hong.md
index 045d17a694..66f9faa3c1 100644
--- a/data/jurisdictions/us/states/ma/people/tara-hong.md
+++ b/data/jurisdictions/us/states/ma/people/tara-hong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 18th Middlesex"
+represents: "us/states/ma/districts/house/18th-middlesex"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 18th Middlesex (MA State House of Representatives District 18th Middlesex).
 
+Represents [MA State House of Representatives District 18th Middlesex](/us/states/ma/districts/house/18th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/ted-philips.md b/data/jurisdictions/us/states/ma/people/ted-philips.md
index 63943c6335..2e30ee3ba3 100644
--- a/data/jurisdictions/us/states/ma/people/ted-philips.md
+++ b/data/jurisdictions/us/states/ma/people/ted-philips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 8th Norfolk"
+represents: "us/states/ma/districts/house/8th-norfolk"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 8th Norfolk (MA State House of Representatives District 8th Norfolk).
 
+Represents [MA State House of Representatives District 8th Norfolk](/us/states/ma/districts/house/8th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/thomas-moakley.md b/data/jurisdictions/us/states/ma/people/thomas-moakley.md
index b798e62cad..32b63fb323 100644
--- a/data/jurisdictions/us/states/ma/people/thomas-moakley.md
+++ b/data/jurisdictions/us/states/ma/people/thomas-moakley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District Barnstable, Dukes and Nantucket"
+represents: "us/states/ma/districts/house/barnstable-dukes-and-nantucket"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District Barnstable, Dukes and Nantucket (MA State House of Representatives District Barnstable, Dukes and Nantucket).
 
+Represents [MA State House of Representatives District Barnstable, Dukes and Nantucket](/us/states/ma/districts/house/barnstable-dukes-and-nantucket.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/todd-smola.md b/data/jurisdictions/us/states/ma/people/todd-smola.md
index 0ba8057256..37e9d8ffe4 100644
--- a/data/jurisdictions/us/states/ma/people/todd-smola.md
+++ b/data/jurisdictions/us/states/ma/people/todd-smola.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 1st Hampden"
+represents: "us/states/ma/districts/house/1st-hampden"
 tenure:
   start: "2005-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 1st Hampden (MA State House of Representatives District 1st Hampden).
 
+Represents [MA State House of Representatives District 1st Hampden](/us/states/ma/districts/house/1st-hampden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/tom-stanley.md b/data/jurisdictions/us/states/ma/people/tom-stanley.md
index b387f8b6d1..89f0047295 100644
--- a/data/jurisdictions/us/states/ma/people/tom-stanley.md
+++ b/data/jurisdictions/us/states/ma/people/tom-stanley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 9th Middlesex"
+represents: "us/states/ma/districts/house/9th-middlesex"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 9th Middlesex (MA State House of Representatives District 9th Middlesex).
 
+Represents [MA State House of Representatives District 9th Middlesex](/us/states/ma/districts/house/9th-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/tom-walsh.md b/data/jurisdictions/us/states/ma/people/tom-walsh.md
index 4c0923ffde..3fa9377aa1 100644
--- a/data/jurisdictions/us/states/ma/people/tom-walsh.md
+++ b/data/jurisdictions/us/states/ma/people/tom-walsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 12th Essex"
+represents: "us/states/ma/districts/house/12th-essex"
 tenure:
   start: "2016-03-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 12th Essex (MA State House of Representatives District 12th Essex).
 
+Represents [MA State House of Representatives District 12th Essex](/us/states/ma/districts/house/12th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/tommy-vitolo.md b/data/jurisdictions/us/states/ma/people/tommy-vitolo.md
index 4ec8fc2bb9..a8dae0ce8c 100644
--- a/data/jurisdictions/us/states/ma/people/tommy-vitolo.md
+++ b/data/jurisdictions/us/states/ma/people/tommy-vitolo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 15th Norfolk"
+represents: "us/states/ma/districts/house/15th-norfolk"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 15th Norfolk (MA State House of Representatives District 15th Norfolk).
 
+Represents [MA State House of Representatives District 15th Norfolk](/us/states/ma/districts/house/15th-norfolk.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/tony-cabral.md b/data/jurisdictions/us/states/ma/people/tony-cabral.md
index 5a8dca06fd..0e174dc880 100644
--- a/data/jurisdictions/us/states/ma/people/tony-cabral.md
+++ b/data/jurisdictions/us/states/ma/people/tony-cabral.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 13th Bristol"
+represents: "us/states/ma/districts/house/13th-bristol"
 tenure:
   start: "1991-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 13th Bristol (MA State House of Representatives District 13th Bristol).
 
+Represents [MA State House of Representatives District 13th Bristol](/us/states/ma/districts/house/13th-bristol.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/tram-nguyen.md b/data/jurisdictions/us/states/ma/people/tram-nguyen.md
index 6ab2462a70..f1e1ef6e74 100644
--- a/data/jurisdictions/us/states/ma/people/tram-nguyen.md
+++ b/data/jurisdictions/us/states/ma/people/tram-nguyen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 18th Essex"
+represents: "us/states/ma/districts/house/18th-essex"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 18th Essex (MA State House of Representatives District 18th Essex).
 
+Represents [MA State House of Representatives District 18th Essex](/us/states/ma/districts/house/18th-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/tricia-farley-bouvier.md b/data/jurisdictions/us/states/ma/people/tricia-farley-bouvier.md
index dceca40c91..d789bd8231 100644
--- a/data/jurisdictions/us/states/ma/people/tricia-farley-bouvier.md
+++ b/data/jurisdictions/us/states/ma/people/tricia-farley-bouvier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State House of Representatives District 2nd Berkshire"
+represents: "us/states/ma/districts/house/2nd-berkshire"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA House District 2nd Berkshire (MA State House of Representatives District 2nd Berkshire).
 
+Represents [MA State House of Representatives District 2nd Berkshire](/us/states/ma/districts/house/2nd-berkshire.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/vanna-howard.md b/data/jurisdictions/us/states/ma/people/vanna-howard.md
index 482260593b..915ef5ccce 100644
--- a/data/jurisdictions/us/states/ma/people/vanna-howard.md
+++ b/data/jurisdictions/us/states/ma/people/vanna-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District First Middlesex"
+represents: "us/states/ma/districts/senate/first-middlesex"
 tenure:
   start: "2026-03-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District First Middlesex (MA State Senate District First Middlesex).
 
+Represents [MA State Senate District First Middlesex](/us/states/ma/districts/senate/first-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ma/people/will-brownsberger.md b/data/jurisdictions/us/states/ma/people/will-brownsberger.md
index 9e38749847..803941784a 100644
--- a/data/jurisdictions/us/states/ma/people/will-brownsberger.md
+++ b/data/jurisdictions/us/states/ma/people/will-brownsberger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MA"
 district: "MA State Senate District Suffolk and Middlesex"
+represents: "us/states/ma/districts/senate/suffolk-and-middlesex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MA Senate District Suffolk and Middlesex (MA State Senate District Suffolk and Middlesex).
 
+Represents [MA State Senate District Suffolk and Middlesex](/us/states/ma/districts/senate/suffolk-and-middlesex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/counties/allegany/index.md b/data/jurisdictions/us/states/md/counties/allegany/index.md
index 0f7a4e3a62..31bf49c515 100644
--- a/data/jurisdictions/us/states/md/counties/allegany/index.md
+++ b/data/jurisdictions/us/states/md/counties/allegany/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 155
   hispanic: 1328
   bachelors_plus: 14521
+districts:
+  - to: "us/states/md/districts/06"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/md/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/md/districts/house/1c"
+    rel: in-district
+    area_weight: 0.5522
+  - to: "us/states/md/districts/house/1b"
+    rel: in-district
+    area_weight: 0.2684
+  - to: "us/states/md/districts/house/1a"
+    rel: in-district
+    area_weight: 0.1779
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1328 |
 | Bachelor's or higher | 14521 |
 
+## Districts
+
+- [MD-06](/us/states/md/districts/06.md) — 100% (congressional)
+- [MD Senate District 1](/us/states/md/districts/senate/1.md) — 100% (state senate)
+- [MD House District 1C](/us/states/md/districts/house/1c.md) — 55% (state house)
+- [MD House District 1B](/us/states/md/districts/house/1b.md) — 27% (state house)
+- [MD House District 1A](/us/states/md/districts/house/1a.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/anne-arundel/index.md b/data/jurisdictions/us/states/md/counties/anne-arundel/index.md
index ba3ba49232..5043bf0d78 100644
--- a/data/jurisdictions/us/states/md/counties/anne-arundel/index.md
+++ b/data/jurisdictions/us/states/md/counties/anne-arundel/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 3261
   hispanic: 62581
   bachelors_plus: 275283
+districts:
+  - to: "us/states/md/districts/03"
+    rel: in-district
+    area_weight: 0.4033
+  - to: "us/states/md/districts/05"
+    rel: in-district
+    area_weight: 0.369
+  - to: "us/states/md/districts/senate/30"
+    rel: in-district
+    area_weight: 0.2636
+  - to: "us/states/md/districts/senate/33"
+    rel: in-district
+    area_weight: 0.1924
+  - to: "us/states/md/districts/senate/31"
+    rel: in-district
+    area_weight: 0.1372
+  - to: "us/states/md/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0919
+  - to: "us/states/md/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0518
+  - to: "us/states/md/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0276
+  - to: "us/states/md/districts/house/30b"
+    rel: in-district
+    area_weight: 0.192
+  - to: "us/states/md/districts/house/31"
+    rel: in-district
+    area_weight: 0.1372
+  - to: "us/states/md/districts/house/33b"
+    rel: in-district
+    area_weight: 0.127
+  - to: "us/states/md/districts/house/32"
+    rel: in-district
+    area_weight: 0.0919
+  - to: "us/states/md/districts/house/30a"
+    rel: in-district
+    area_weight: 0.0716
+  - to: "us/states/md/districts/house/21"
+    rel: in-district
+    area_weight: 0.0518
+  - to: "us/states/md/districts/house/33c"
+    rel: in-district
+    area_weight: 0.0438
+  - to: "us/states/md/districts/house/12b"
+    rel: in-district
+    area_weight: 0.0276
+  - to: "us/states/md/districts/house/33a"
+    rel: in-district
+    area_weight: 0.0216
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction.
 | Hispanic/Latino | 62581 |
 | Bachelor's or higher | 275283 |
 
+## Districts
+
+- [MD-03](/us/states/md/districts/03.md) — 40% (congressional)
+- [MD-05](/us/states/md/districts/05.md) — 37% (congressional)
+- [MD Senate District 30](/us/states/md/districts/senate/30.md) — 26% (state senate)
+- [MD Senate District 33](/us/states/md/districts/senate/33.md) — 19% (state senate)
+- [MD Senate District 31](/us/states/md/districts/senate/31.md) — 14% (state senate)
+- [MD Senate District 32](/us/states/md/districts/senate/32.md) — 9% (state senate)
+- [MD Senate District 21](/us/states/md/districts/senate/21.md) — 5% (state senate)
+- [MD Senate District 12](/us/states/md/districts/senate/12.md) — 3% (state senate)
+- [MD House District 30B](/us/states/md/districts/house/30b.md) — 19% (state house)
+- [MD House District 31](/us/states/md/districts/house/31.md) — 14% (state house)
+- [MD House District 33B](/us/states/md/districts/house/33b.md) — 13% (state house)
+- [MD House District 32](/us/states/md/districts/house/32.md) — 9% (state house)
+- [MD House District 30A](/us/states/md/districts/house/30a.md) — 7% (state house)
+- [MD House District 21](/us/states/md/districts/house/21.md) — 5% (state house)
+- [MD House District 33C](/us/states/md/districts/house/33c.md) — 4% (state house)
+- [MD House District 12B](/us/states/md/districts/house/12b.md) — 3% (state house)
+- [MD House District 33A](/us/states/md/districts/house/33a.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/baltimore-city/index.md b/data/jurisdictions/us/states/md/counties/baltimore-city/index.md
index b129d84a53..6a29882fe5 100644
--- a/data/jurisdictions/us/states/md/counties/baltimore-city/index.md
+++ b/data/jurisdictions/us/states/md/counties/baltimore-city/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 2411
   hispanic: 47018
   bachelors_plus: 217729
+districts:
+  - to: "us/states/md/districts/07"
+    rel: in-district
+    area_weight: 0.8716
+  - to: "us/states/md/districts/02"
+    rel: in-district
+    area_weight: 0.0663
+  - to: "us/states/md/districts/senate/46"
+    rel: in-district
+    area_weight: 0.2872
+  - to: "us/states/md/districts/senate/41"
+    rel: in-district
+    area_weight: 0.2262
+  - to: "us/states/md/districts/senate/45"
+    rel: in-district
+    area_weight: 0.1765
+  - to: "us/states/md/districts/senate/40"
+    rel: in-district
+    area_weight: 0.1558
+  - to: "us/states/md/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0928
+  - to: "us/states/md/districts/house/46"
+    rel: in-district
+    area_weight: 0.2872
+  - to: "us/states/md/districts/house/41"
+    rel: in-district
+    area_weight: 0.2262
+  - to: "us/states/md/districts/house/45"
+    rel: in-district
+    area_weight: 0.1765
+  - to: "us/states/md/districts/house/40"
+    rel: in-district
+    area_weight: 0.1558
+  - to: "us/states/md/districts/house/43a"
+    rel: in-district
+    area_weight: 0.0928
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction.
 | Hispanic/Latino | 47018 |
 | Bachelor's or higher | 217729 |
 
+## Districts
+
+- [MD-07](/us/states/md/districts/07.md) — 87% (congressional)
+- [MD-02](/us/states/md/districts/02.md) — 7% (congressional)
+- [MD Senate District 46](/us/states/md/districts/senate/46.md) — 29% (state senate)
+- [MD Senate District 41](/us/states/md/districts/senate/41.md) — 23% (state senate)
+- [MD Senate District 45](/us/states/md/districts/senate/45.md) — 18% (state senate)
+- [MD Senate District 40](/us/states/md/districts/senate/40.md) — 16% (state senate)
+- [MD Senate District 43](/us/states/md/districts/senate/43.md) — 9% (state senate)
+- [MD House District 46](/us/states/md/districts/house/46.md) — 29% (state house)
+- [MD House District 41](/us/states/md/districts/house/41.md) — 23% (state house)
+- [MD House District 45](/us/states/md/districts/house/45.md) — 18% (state house)
+- [MD House District 40](/us/states/md/districts/house/40.md) — 16% (state house)
+- [MD House District 43A](/us/states/md/districts/house/43a.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/baltimore/index.md b/data/jurisdictions/us/states/md/counties/baltimore/index.md
index da4edec1a0..4e9e701dae 100644
--- a/data/jurisdictions/us/states/md/counties/baltimore/index.md
+++ b/data/jurisdictions/us/states/md/counties/baltimore/index.md
@@ -22,9 +22,78 @@ demographics:
   race_native: 2363
   hispanic: 66062
   bachelors_plus: 361826
+districts:
+  - to: "us/states/md/districts/02"
+    rel: in-district
+    area_weight: 0.6171
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.2142
+  - to: "us/states/md/districts/07"
+    rel: in-district
+    area_weight: 0.0928
+  - to: "us/states/md/districts/senate/42"
+    rel: in-district
+    area_weight: 0.3575
+  - to: "us/states/md/districts/senate/10"
+    rel: in-district
+    area_weight: 0.1474
+  - to: "us/states/md/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1293
+  - to: "us/states/md/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1073
+  - to: "us/states/md/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0768
+  - to: "us/states/md/districts/senate/44"
+    rel: in-district
+    area_weight: 0.0434
+  - to: "us/states/md/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0395
+  - to: "us/states/md/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0091
+  - to: "us/states/md/districts/house/42a"
+    rel: in-district
+    area_weight: 0.3354
+  - to: "us/states/md/districts/house/10"
+    rel: in-district
+    area_weight: 0.1474
+  - to: "us/states/md/districts/house/7a"
+    rel: in-district
+    area_weight: 0.1291
+  - to: "us/states/md/districts/house/6"
+    rel: in-district
+    area_weight: 0.0768
+  - to: "us/states/md/districts/house/11b"
+    rel: in-district
+    area_weight: 0.0738
+  - to: "us/states/md/districts/house/8"
+    rel: in-district
+    area_weight: 0.0395
+  - to: "us/states/md/districts/house/11a"
+    rel: in-district
+    area_weight: 0.0335
+  - to: "us/states/md/districts/house/44b"
+    rel: in-district
+    area_weight: 0.0312
+  - to: "us/states/md/districts/house/42b"
+    rel: in-district
+    area_weight: 0.0221
+  - to: "us/states/md/districts/house/44a"
+    rel: in-district
+    area_weight: 0.0122
+  - to: "us/states/md/districts/house/43b"
+    rel: in-district
+    area_weight: 0.0091
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +125,32 @@ County jurisdiction.
 | Hispanic/Latino | 66062 |
 | Bachelor's or higher | 361826 |
 
+## Districts
+
+- [MD-02](/us/states/md/districts/02.md) — 62% (congressional)
+- [MD-01](/us/states/md/districts/01.md) — 21% (congressional)
+- [MD-07](/us/states/md/districts/07.md) — 9% (congressional)
+- [MD Senate District 42](/us/states/md/districts/senate/42.md) — 36% (state senate)
+- [MD Senate District 10](/us/states/md/districts/senate/10.md) — 15% (state senate)
+- [MD Senate District 7](/us/states/md/districts/senate/7.md) — 13% (state senate)
+- [MD Senate District 11](/us/states/md/districts/senate/11.md) — 11% (state senate)
+- [MD Senate District 6](/us/states/md/districts/senate/6.md) — 8% (state senate)
+- [MD Senate District 44](/us/states/md/districts/senate/44.md) — 4% (state senate)
+- [MD Senate District 8](/us/states/md/districts/senate/8.md) — 4% (state senate)
+- [MD Senate District 43](/us/states/md/districts/senate/43.md) — 1% (state senate)
+- [MD House District 42A](/us/states/md/districts/house/42a.md) — 34% (state house)
+- [MD House District 10](/us/states/md/districts/house/10.md) — 15% (state house)
+- [MD House District 7A](/us/states/md/districts/house/7a.md) — 13% (state house)
+- [MD House District 6](/us/states/md/districts/house/6.md) — 8% (state house)
+- [MD House District 11B](/us/states/md/districts/house/11b.md) — 7% (state house)
+- [MD House District 8](/us/states/md/districts/house/8.md) — 4% (state house)
+- [MD House District 11A](/us/states/md/districts/house/11a.md) — 3% (state house)
+- [MD House District 44B](/us/states/md/districts/house/44b.md) — 3% (state house)
+- [MD House District 42B](/us/states/md/districts/house/42b.md) — 2% (state house)
+- [MD House District 44A](/us/states/md/districts/house/44a.md) — 1% (state house)
+- [MD House District 43B](/us/states/md/districts/house/43b.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/calvert/index.md b/data/jurisdictions/us/states/md/counties/calvert/index.md
index 4d3590f1f4..52669458ee 100644
--- a/data/jurisdictions/us/states/md/counties/calvert/index.md
+++ b/data/jurisdictions/us/states/md/counties/calvert/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 225
   hispanic: 4863
   bachelors_plus: 34986
+districts:
+  - to: "us/states/md/districts/05"
+    rel: in-district
+    area_weight: 0.6894
+  - to: "us/states/md/districts/senate/27"
+    rel: in-district
+    area_weight: 0.5895
+  - to: "us/states/md/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0993
+  - to: "us/states/md/districts/house/27c"
+    rel: in-district
+    area_weight: 0.4653
+  - to: "us/states/md/districts/house/27b"
+    rel: in-district
+    area_weight: 0.1242
+  - to: "us/states/md/districts/house/29c"
+    rel: in-district
+    area_weight: 0.0992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 4863 |
 | Bachelor's or higher | 34986 |
 
+## Districts
+
+- [MD-05](/us/states/md/districts/05.md) — 69% (congressional)
+- [MD Senate District 27](/us/states/md/districts/senate/27.md) — 59% (state senate)
+- [MD Senate District 29](/us/states/md/districts/senate/29.md) — 10% (state senate)
+- [MD House District 27C](/us/states/md/districts/house/27c.md) — 47% (state house)
+- [MD House District 27B](/us/states/md/districts/house/27b.md) — 12% (state house)
+- [MD House District 29C](/us/states/md/districts/house/29c.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/caroline/index.md b/data/jurisdictions/us/states/md/counties/caroline/index.md
index a998094a41..c6c68e8036 100644
--- a/data/jurisdictions/us/states/md/counties/caroline/index.md
+++ b/data/jurisdictions/us/states/md/counties/caroline/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 358
   hispanic: 3122
   bachelors_plus: 5276
+districts:
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/md/districts/senate/37"
+    rel: in-district
+    area_weight: 0.6479
+  - to: "us/states/md/districts/senate/36"
+    rel: in-district
+    area_weight: 0.352
+  - to: "us/states/md/districts/house/37b"
+    rel: in-district
+    area_weight: 0.6479
+  - to: "us/states/md/districts/house/36"
+    rel: in-district
+    area_weight: 0.352
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3122 |
 | Bachelor's or higher | 5276 |
 
+## Districts
+
+- [MD-01](/us/states/md/districts/01.md) — 100% (congressional)
+- [MD Senate District 37](/us/states/md/districts/senate/37.md) — 65% (state senate)
+- [MD Senate District 36](/us/states/md/districts/senate/36.md) — 35% (state senate)
+- [MD House District 37B](/us/states/md/districts/house/37b.md) — 65% (state house)
+- [MD House District 36](/us/states/md/districts/house/36.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/carroll/index.md b/data/jurisdictions/us/states/md/counties/carroll/index.md
index cff5aa3b97..8febec80b2 100644
--- a/data/jurisdictions/us/states/md/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/md/counties/carroll/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 382
   hispanic: 8923
   bachelors_plus: 69013
+districts:
+  - to: "us/states/md/districts/02"
+    rel: in-district
+    area_weight: 0.9013
+  - to: "us/states/md/districts/03"
+    rel: in-district
+    area_weight: 0.0946
+  - to: "us/states/md/districts/senate/5"
+    rel: in-district
+    area_weight: 0.7242
+  - to: "us/states/md/districts/senate/42"
+    rel: in-district
+    area_weight: 0.2753
+  - to: "us/states/md/districts/house/5"
+    rel: in-district
+    area_weight: 0.7242
+  - to: "us/states/md/districts/house/42c"
+    rel: in-district
+    area_weight: 0.2753
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 8923 |
 | Bachelor's or higher | 69013 |
 
+## Districts
+
+- [MD-02](/us/states/md/districts/02.md) — 90% (congressional)
+- [MD-03](/us/states/md/districts/03.md) — 9% (congressional)
+- [MD Senate District 5](/us/states/md/districts/senate/5.md) — 72% (state senate)
+- [MD Senate District 42](/us/states/md/districts/senate/42.md) — 28% (state senate)
+- [MD House District 5](/us/states/md/districts/house/5.md) — 72% (state house)
+- [MD House District 42C](/us/states/md/districts/house/42c.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/cecil/index.md b/data/jurisdictions/us/states/md/counties/cecil/index.md
index 893d4ebb1e..68212144e6 100644
--- a/data/jurisdictions/us/states/md/counties/cecil/index.md
+++ b/data/jurisdictions/us/states/md/counties/cecil/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 100
   hispanic: 5852
   bachelors_plus: 28718
+districts:
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.91
+  - to: "us/states/md/districts/senate/36"
+    rel: in-district
+    area_weight: 0.5415
+  - to: "us/states/md/districts/senate/35"
+    rel: in-district
+    area_weight: 0.3595
+  - to: "us/states/md/districts/house/36"
+    rel: in-district
+    area_weight: 0.5415
+  - to: "us/states/md/districts/house/35b"
+    rel: in-district
+    area_weight: 0.3019
+  - to: "us/states/md/districts/house/35a"
+    rel: in-district
+    area_weight: 0.0576
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 5852 |
 | Bachelor's or higher | 28718 |
 
+## Districts
+
+- [MD-01](/us/states/md/districts/01.md) — 91% (congressional)
+- [MD Senate District 36](/us/states/md/districts/senate/36.md) — 54% (state senate)
+- [MD Senate District 35](/us/states/md/districts/senate/35.md) — 36% (state senate)
+- [MD House District 36](/us/states/md/districts/house/36.md) — 54% (state house)
+- [MD House District 35B](/us/states/md/districts/house/35b.md) — 30% (state house)
+- [MD House District 35A](/us/states/md/districts/house/35a.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/charles/index.md b/data/jurisdictions/us/states/md/counties/charles/index.md
index c2f3e20ff5..6f0eff364f 100644
--- a/data/jurisdictions/us/states/md/counties/charles/index.md
+++ b/data/jurisdictions/us/states/md/counties/charles/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1053
   hispanic: 13500
   bachelors_plus: 55907
+districts:
+  - to: "us/states/md/districts/05"
+    rel: in-district
+    area_weight: 0.7551
+  - to: "us/states/md/districts/senate/28"
+    rel: in-district
+    area_weight: 0.6663
+  - to: "us/states/md/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0872
+  - to: "us/states/md/districts/house/28"
+    rel: in-district
+    area_weight: 0.6663
+  - to: "us/states/md/districts/house/27a"
+    rel: in-district
+    area_weight: 0.0871
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 13500 |
 | Bachelor's or higher | 55907 |
 
+## Districts
+
+- [MD-05](/us/states/md/districts/05.md) — 76% (congressional)
+- [MD Senate District 28](/us/states/md/districts/senate/28.md) — 67% (state senate)
+- [MD Senate District 27](/us/states/md/districts/senate/27.md) — 9% (state senate)
+- [MD House District 28](/us/states/md/districts/house/28.md) — 67% (state house)
+- [MD House District 27A](/us/states/md/districts/house/27a.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/dorchester/index.md b/data/jurisdictions/us/states/md/counties/dorchester/index.md
index c7a77c25cc..624e930742 100644
--- a/data/jurisdictions/us/states/md/counties/dorchester/index.md
+++ b/data/jurisdictions/us/states/md/counties/dorchester/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 1996
   bachelors_plus: 6269
+districts:
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.6584
+  - to: "us/states/md/districts/senate/37"
+    rel: in-district
+    area_weight: 0.6093
+  - to: "us/states/md/districts/house/37b"
+    rel: in-district
+    area_weight: 0.5127
+  - to: "us/states/md/districts/house/37a"
+    rel: in-district
+    area_weight: 0.0966
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1996 |
 | Bachelor's or higher | 6269 |
 
+## Districts
+
+- [MD-01](/us/states/md/districts/01.md) — 66% (congressional)
+- [MD Senate District 37](/us/states/md/districts/senate/37.md) — 61% (state senate)
+- [MD House District 37B](/us/states/md/districts/house/37b.md) — 51% (state house)
+- [MD House District 37A](/us/states/md/districts/house/37a.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/frederick/index.md b/data/jurisdictions/us/states/md/counties/frederick/index.md
index 4d09c3646e..9654106398 100644
--- a/data/jurisdictions/us/states/md/counties/frederick/index.md
+++ b/data/jurisdictions/us/states/md/counties/frederick/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 938
   hispanic: 36962
   bachelors_plus: 130282
+districts:
+  - to: "us/states/md/districts/06"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/md/districts/senate/4"
+    rel: in-district
+    area_weight: 0.7841
+  - to: "us/states/md/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1168
+  - to: "us/states/md/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0967
+  - to: "us/states/md/districts/house/4"
+    rel: in-district
+    area_weight: 0.7841
+  - to: "us/states/md/districts/house/2a"
+    rel: in-district
+    area_weight: 0.1168
+  - to: "us/states/md/districts/house/3"
+    rel: in-district
+    area_weight: 0.0967
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 36962 |
 | Bachelor's or higher | 130282 |
 
+## Districts
+
+- [MD-06](/us/states/md/districts/06.md) — 100% (congressional)
+- [MD Senate District 4](/us/states/md/districts/senate/4.md) — 78% (state senate)
+- [MD Senate District 2](/us/states/md/districts/senate/2.md) — 12% (state senate)
+- [MD Senate District 3](/us/states/md/districts/senate/3.md) — 10% (state senate)
+- [MD House District 4](/us/states/md/districts/house/4.md) — 78% (state house)
+- [MD House District 2A](/us/states/md/districts/house/2a.md) — 12% (state house)
+- [MD House District 3](/us/states/md/districts/house/3.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/garrett/index.md b/data/jurisdictions/us/states/md/counties/garrett/index.md
index 0bb542bb7d..a55379f6b1 100644
--- a/data/jurisdictions/us/states/md/counties/garrett/index.md
+++ b/data/jurisdictions/us/states/md/counties/garrett/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 68
   hispanic: 393
   bachelors_plus: 8230
+districts:
+  - to: "us/states/md/districts/06"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/md/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/md/districts/house/1a"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 393 |
 | Bachelor's or higher | 8230 |
 
+## Districts
+
+- [MD-06](/us/states/md/districts/06.md) — 100% (congressional)
+- [MD Senate District 1](/us/states/md/districts/senate/1.md) — 100% (state senate)
+- [MD House District 1A](/us/states/md/districts/house/1a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/harford/index.md b/data/jurisdictions/us/states/md/counties/harford/index.md
index 66b15f2483..96af7053a5 100644
--- a/data/jurisdictions/us/states/md/counties/harford/index.md
+++ b/data/jurisdictions/us/states/md/counties/harford/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 523
   hispanic: 15290
   bachelors_plus: 106131
+districts:
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.8572
+  - to: "us/states/md/districts/senate/35"
+    rel: in-district
+    area_weight: 0.41
+  - to: "us/states/md/districts/senate/34"
+    rel: in-district
+    area_weight: 0.2548
+  - to: "us/states/md/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1922
+  - to: "us/states/md/districts/house/35a"
+    rel: in-district
+    area_weight: 0.41
+  - to: "us/states/md/districts/house/34a"
+    rel: in-district
+    area_weight: 0.2207
+  - to: "us/states/md/districts/house/7b"
+    rel: in-district
+    area_weight: 0.1921
+  - to: "us/states/md/districts/house/34b"
+    rel: in-district
+    area_weight: 0.034
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 15290 |
 | Bachelor's or higher | 106131 |
 
+## Districts
+
+- [MD-01](/us/states/md/districts/01.md) — 86% (congressional)
+- [MD Senate District 35](/us/states/md/districts/senate/35.md) — 41% (state senate)
+- [MD Senate District 34](/us/states/md/districts/senate/34.md) — 25% (state senate)
+- [MD Senate District 7](/us/states/md/districts/senate/7.md) — 19% (state senate)
+- [MD House District 35A](/us/states/md/districts/house/35a.md) — 41% (state house)
+- [MD House District 34A](/us/states/md/districts/house/34a.md) — 22% (state house)
+- [MD House District 7B](/us/states/md/districts/house/7b.md) — 19% (state house)
+- [MD House District 34B](/us/states/md/districts/house/34b.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/howard/index.md b/data/jurisdictions/us/states/md/counties/howard/index.md
index 669774283a..f5126193ba 100644
--- a/data/jurisdictions/us/states/md/counties/howard/index.md
+++ b/data/jurisdictions/us/states/md/counties/howard/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1091
   hispanic: 29135
   bachelors_plus: 226665
+districts:
+  - to: "us/states/md/districts/03"
+    rel: in-district
+    area_weight: 0.9939
+  - to: "us/states/md/districts/senate/9"
+    rel: in-district
+    area_weight: 0.6204
+  - to: "us/states/md/districts/senate/13"
+    rel: in-district
+    area_weight: 0.2691
+  - to: "us/states/md/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1096
+  - to: "us/states/md/districts/house/9a"
+    rel: in-district
+    area_weight: 0.5414
+  - to: "us/states/md/districts/house/13"
+    rel: in-district
+    area_weight: 0.2691
+  - to: "us/states/md/districts/house/12a"
+    rel: in-district
+    area_weight: 0.1096
+  - to: "us/states/md/districts/house/9b"
+    rel: in-district
+    area_weight: 0.0789
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 29135 |
 | Bachelor's or higher | 226665 |
 
+## Districts
+
+- [MD-03](/us/states/md/districts/03.md) — 99% (congressional)
+- [MD Senate District 9](/us/states/md/districts/senate/9.md) — 62% (state senate)
+- [MD Senate District 13](/us/states/md/districts/senate/13.md) — 27% (state senate)
+- [MD Senate District 12](/us/states/md/districts/senate/12.md) — 11% (state senate)
+- [MD House District 9A](/us/states/md/districts/house/9a.md) — 54% (state house)
+- [MD House District 13](/us/states/md/districts/house/13.md) — 27% (state house)
+- [MD House District 12A](/us/states/md/districts/house/12a.md) — 11% (state house)
+- [MD House District 9B](/us/states/md/districts/house/9b.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/kent/index.md b/data/jurisdictions/us/states/md/counties/kent/index.md
index 9c4c336b1b..b2a590f59b 100644
--- a/data/jurisdictions/us/states/md/counties/kent/index.md
+++ b/data/jurisdictions/us/states/md/counties/kent/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 1126
   bachelors_plus: 8072
+districts:
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.7294
+  - to: "us/states/md/districts/senate/36"
+    rel: in-district
+    area_weight: 0.7245
+  - to: "us/states/md/districts/house/36"
+    rel: in-district
+    area_weight: 0.7245
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1126 |
 | Bachelor's or higher | 8072 |
 
+## Districts
+
+- [MD-01](/us/states/md/districts/01.md) — 73% (congressional)
+- [MD Senate District 36](/us/states/md/districts/senate/36.md) — 72% (state senate)
+- [MD House District 36](/us/states/md/districts/house/36.md) — 72% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/montgomery/index.md b/data/jurisdictions/us/states/md/counties/montgomery/index.md
index 773475a7b4..c5fe1db7c2 100644
--- a/data/jurisdictions/us/states/md/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/md/counties/montgomery/index.md
@@ -22,9 +22,75 @@ demographics:
   race_native: 6190
   hispanic: 223958
   bachelors_plus: 695754
+districts:
+  - to: "us/states/md/districts/08"
+    rel: in-district
+    area_weight: 0.549
+  - to: "us/states/md/districts/06"
+    rel: in-district
+    area_weight: 0.4193
+  - to: "us/states/md/districts/04"
+    rel: in-district
+    area_weight: 0.0287
+  - to: "us/states/md/districts/senate/15"
+    rel: in-district
+    area_weight: 0.3608
+  - to: "us/states/md/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2325
+  - to: "us/states/md/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0814
+  - to: "us/states/md/districts/senate/19"
+    rel: in-district
+    area_weight: 0.078
+  - to: "us/states/md/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0618
+  - to: "us/states/md/districts/senate/39"
+    rel: in-district
+    area_weight: 0.0574
+  - to: "us/states/md/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0492
+  - to: "us/states/md/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0406
+  - to: "us/states/md/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0376
+  - to: "us/states/md/districts/house/15"
+    rel: in-district
+    area_weight: 0.3608
+  - to: "us/states/md/districts/house/14"
+    rel: in-district
+    area_weight: 0.2325
+  - to: "us/states/md/districts/house/16"
+    rel: in-district
+    area_weight: 0.0814
+  - to: "us/states/md/districts/house/19"
+    rel: in-district
+    area_weight: 0.078
+  - to: "us/states/md/districts/house/9a"
+    rel: in-district
+    area_weight: 0.0618
+  - to: "us/states/md/districts/house/39"
+    rel: in-district
+    area_weight: 0.0574
+  - to: "us/states/md/districts/house/17"
+    rel: in-district
+    area_weight: 0.0492
+  - to: "us/states/md/districts/house/18"
+    rel: in-district
+    area_weight: 0.0406
+  - to: "us/states/md/districts/house/20"
+    rel: in-district
+    area_weight: 0.0376
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +122,31 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 223958 |
 | Bachelor's or higher | 695754 |
 
+## Districts
+
+- [MD-08](/us/states/md/districts/08.md) — 55% (congressional)
+- [MD-06](/us/states/md/districts/06.md) — 42% (congressional)
+- [MD-04](/us/states/md/districts/04.md) — 3% (congressional)
+- [MD Senate District 15](/us/states/md/districts/senate/15.md) — 36% (state senate)
+- [MD Senate District 14](/us/states/md/districts/senate/14.md) — 23% (state senate)
+- [MD Senate District 16](/us/states/md/districts/senate/16.md) — 8% (state senate)
+- [MD Senate District 19](/us/states/md/districts/senate/19.md) — 8% (state senate)
+- [MD Senate District 9](/us/states/md/districts/senate/9.md) — 6% (state senate)
+- [MD Senate District 39](/us/states/md/districts/senate/39.md) — 6% (state senate)
+- [MD Senate District 17](/us/states/md/districts/senate/17.md) — 5% (state senate)
+- [MD Senate District 18](/us/states/md/districts/senate/18.md) — 4% (state senate)
+- [MD Senate District 20](/us/states/md/districts/senate/20.md) — 4% (state senate)
+- [MD House District 15](/us/states/md/districts/house/15.md) — 36% (state house)
+- [MD House District 14](/us/states/md/districts/house/14.md) — 23% (state house)
+- [MD House District 16](/us/states/md/districts/house/16.md) — 8% (state house)
+- [MD House District 19](/us/states/md/districts/house/19.md) — 8% (state house)
+- [MD House District 9A](/us/states/md/districts/house/9a.md) — 6% (state house)
+- [MD House District 39](/us/states/md/districts/house/39.md) — 6% (state house)
+- [MD House District 17](/us/states/md/districts/house/17.md) — 5% (state house)
+- [MD House District 18](/us/states/md/districts/house/18.md) — 4% (state house)
+- [MD House District 20](/us/states/md/districts/house/20.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/prince-george-s/index.md b/data/jurisdictions/us/states/md/counties/prince-george-s/index.md
index b943d6403f..b438cffe44 100644
--- a/data/jurisdictions/us/states/md/counties/prince-george-s/index.md
+++ b/data/jurisdictions/us/states/md/counties/prince-george-s/index.md
@@ -22,9 +22,72 @@ demographics:
   race_native: 5727
   hispanic: 216088
   bachelors_plus: 350436
+districts:
+  - to: "us/states/md/districts/05"
+    rel: in-district
+    area_weight: 0.5805
+  - to: "us/states/md/districts/04"
+    rel: in-district
+    area_weight: 0.4187
+  - to: "us/states/md/districts/senate/27"
+    rel: in-district
+    area_weight: 0.2364
+  - to: "us/states/md/districts/senate/23"
+    rel: in-district
+    area_weight: 0.2278
+  - to: "us/states/md/districts/senate/26"
+    rel: in-district
+    area_weight: 0.1525
+  - to: "us/states/md/districts/senate/25"
+    rel: in-district
+    area_weight: 0.1318
+  - to: "us/states/md/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0771
+  - to: "us/states/md/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0763
+  - to: "us/states/md/districts/senate/22"
+    rel: in-district
+    area_weight: 0.06
+  - to: "us/states/md/districts/senate/47"
+    rel: in-district
+    area_weight: 0.0375
+  - to: "us/states/md/districts/house/23"
+    rel: in-district
+    area_weight: 0.2278
+  - to: "us/states/md/districts/house/27b"
+    rel: in-district
+    area_weight: 0.1884
+  - to: "us/states/md/districts/house/26"
+    rel: in-district
+    area_weight: 0.1525
+  - to: "us/states/md/districts/house/25"
+    rel: in-district
+    area_weight: 0.1318
+  - to: "us/states/md/districts/house/24"
+    rel: in-district
+    area_weight: 0.0771
+  - to: "us/states/md/districts/house/21"
+    rel: in-district
+    area_weight: 0.0763
+  - to: "us/states/md/districts/house/22"
+    rel: in-district
+    area_weight: 0.06
+  - to: "us/states/md/districts/house/27a"
+    rel: in-district
+    area_weight: 0.048
+  - to: "us/states/md/districts/house/47a"
+    rel: in-district
+    area_weight: 0.0285
+  - to: "us/states/md/districts/house/47b"
+    rel: in-district
+    area_weight: 0.009
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +119,30 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 216088 |
 | Bachelor's or higher | 350436 |
 
+## Districts
+
+- [MD-05](/us/states/md/districts/05.md) — 58% (congressional)
+- [MD-04](/us/states/md/districts/04.md) — 42% (congressional)
+- [MD Senate District 27](/us/states/md/districts/senate/27.md) — 24% (state senate)
+- [MD Senate District 23](/us/states/md/districts/senate/23.md) — 23% (state senate)
+- [MD Senate District 26](/us/states/md/districts/senate/26.md) — 15% (state senate)
+- [MD Senate District 25](/us/states/md/districts/senate/25.md) — 13% (state senate)
+- [MD Senate District 24](/us/states/md/districts/senate/24.md) — 8% (state senate)
+- [MD Senate District 21](/us/states/md/districts/senate/21.md) — 8% (state senate)
+- [MD Senate District 22](/us/states/md/districts/senate/22.md) — 6% (state senate)
+- [MD Senate District 47](/us/states/md/districts/senate/47.md) — 4% (state senate)
+- [MD House District 23](/us/states/md/districts/house/23.md) — 23% (state house)
+- [MD House District 27B](/us/states/md/districts/house/27b.md) — 19% (state house)
+- [MD House District 26](/us/states/md/districts/house/26.md) — 15% (state house)
+- [MD House District 25](/us/states/md/districts/house/25.md) — 13% (state house)
+- [MD House District 24](/us/states/md/districts/house/24.md) — 8% (state house)
+- [MD House District 21](/us/states/md/districts/house/21.md) — 8% (state house)
+- [MD House District 22](/us/states/md/districts/house/22.md) — 6% (state house)
+- [MD House District 27A](/us/states/md/districts/house/27a.md) — 5% (state house)
+- [MD House District 47A](/us/states/md/districts/house/47a.md) — 3% (state house)
+- [MD House District 47B](/us/states/md/districts/house/47b.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/queen-anne-s/index.md b/data/jurisdictions/us/states/md/counties/queen-anne-s/index.md
index b5f8eaf123..c8af793efa 100644
--- a/data/jurisdictions/us/states/md/counties/queen-anne-s/index.md
+++ b/data/jurisdictions/us/states/md/counties/queen-anne-s/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 32
   hispanic: 2958
   bachelors_plus: 19849
+districts:
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.7824
+  - to: "us/states/md/districts/senate/36"
+    rel: in-district
+    area_weight: 0.7725
+  - to: "us/states/md/districts/house/36"
+    rel: in-district
+    area_weight: 0.7725
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2958 |
 | Bachelor's or higher | 19849 |
 
+## Districts
+
+- [MD-01](/us/states/md/districts/01.md) — 78% (congressional)
+- [MD Senate District 36](/us/states/md/districts/senate/36.md) — 77% (state senate)
+- [MD House District 36](/us/states/md/districts/house/36.md) — 77% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/somerset/index.md b/data/jurisdictions/us/states/md/counties/somerset/index.md
index 92c708789c..1ac11407d4 100644
--- a/data/jurisdictions/us/states/md/counties/somerset/index.md
+++ b/data/jurisdictions/us/states/md/counties/somerset/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 1144
   bachelors_plus: 4696
+districts:
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.6047
+  - to: "us/states/md/districts/senate/38"
+    rel: in-district
+    area_weight: 0.5715
+  - to: "us/states/md/districts/house/38a"
+    rel: in-district
+    area_weight: 0.5715
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1144 |
 | Bachelor's or higher | 4696 |
 
+## Districts
+
+- [MD-01](/us/states/md/districts/01.md) — 60% (congressional)
+- [MD Senate District 38](/us/states/md/districts/senate/38.md) — 57% (state senate)
+- [MD House District 38A](/us/states/md/districts/house/38a.md) — 57% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/st-mary-s/index.md b/data/jurisdictions/us/states/md/counties/st-mary-s/index.md
index 1c779cfaf1..ac1a5c7915 100644
--- a/data/jurisdictions/us/states/md/counties/st-mary-s/index.md
+++ b/data/jurisdictions/us/states/md/counties/st-mary-s/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 130
   hispanic: 7072
   bachelors_plus: 40882
+districts:
+  - to: "us/states/md/districts/05"
+    rel: in-district
+    area_weight: 0.5304
+  - to: "us/states/md/districts/senate/29"
+    rel: in-district
+    area_weight: 0.5266
+  - to: "us/states/md/districts/house/29a"
+    rel: in-district
+    area_weight: 0.2804
+  - to: "us/states/md/districts/house/29c"
+    rel: in-district
+    area_weight: 0.1296
+  - to: "us/states/md/districts/house/29b"
+    rel: in-district
+    area_weight: 0.1166
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 7072 |
 | Bachelor's or higher | 40882 |
 
+## Districts
+
+- [MD-05](/us/states/md/districts/05.md) — 53% (congressional)
+- [MD Senate District 29](/us/states/md/districts/senate/29.md) — 53% (state senate)
+- [MD House District 29A](/us/states/md/districts/house/29a.md) — 28% (state house)
+- [MD House District 29C](/us/states/md/districts/house/29c.md) — 13% (state house)
+- [MD House District 29B](/us/states/md/districts/house/29b.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/talbot/index.md b/data/jurisdictions/us/states/md/counties/talbot/index.md
index 0d7a0e6eb2..9166f4a214 100644
--- a/data/jurisdictions/us/states/md/counties/talbot/index.md
+++ b/data/jurisdictions/us/states/md/counties/talbot/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 187
   hispanic: 3650
   bachelors_plus: 17138
+districts:
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.6708
+  - to: "us/states/md/districts/senate/37"
+    rel: in-district
+    area_weight: 0.6449
+  - to: "us/states/md/districts/house/37b"
+    rel: in-district
+    area_weight: 0.6449
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3650 |
 | Bachelor's or higher | 17138 |
 
+## Districts
+
+- [MD-01](/us/states/md/districts/01.md) — 67% (congressional)
+- [MD Senate District 37](/us/states/md/districts/senate/37.md) — 64% (state senate)
+- [MD House District 37B](/us/states/md/districts/house/37b.md) — 64% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/washington/index.md b/data/jurisdictions/us/states/md/counties/washington/index.md
index 6f4d94a3a1..c2690abb8f 100644
--- a/data/jurisdictions/us/states/md/counties/washington/index.md
+++ b/data/jurisdictions/us/states/md/counties/washington/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 331
   hispanic: 12297
   bachelors_plus: 37212
+districts:
+  - to: "us/states/md/districts/06"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/md/districts/senate/2"
+    rel: in-district
+    area_weight: 0.5684
+  - to: "us/states/md/districts/senate/1"
+    rel: in-district
+    area_weight: 0.4303
+  - to: "us/states/md/districts/house/2a"
+    rel: in-district
+    area_weight: 0.5416
+  - to: "us/states/md/districts/house/1c"
+    rel: in-district
+    area_weight: 0.4303
+  - to: "us/states/md/districts/house/2b"
+    rel: in-district
+    area_weight: 0.0268
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12297 |
 | Bachelor's or higher | 37212 |
 
+## Districts
+
+- [MD-06](/us/states/md/districts/06.md) — 100% (congressional)
+- [MD Senate District 2](/us/states/md/districts/senate/2.md) — 57% (state senate)
+- [MD Senate District 1](/us/states/md/districts/senate/1.md) — 43% (state senate)
+- [MD House District 2A](/us/states/md/districts/house/2a.md) — 54% (state house)
+- [MD House District 1C](/us/states/md/districts/house/1c.md) — 43% (state house)
+- [MD House District 2B](/us/states/md/districts/house/2b.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/wicomico/index.md b/data/jurisdictions/us/states/md/counties/wicomico/index.md
index 8284805989..a2ea63d4bd 100644
--- a/data/jurisdictions/us/states/md/counties/wicomico/index.md
+++ b/data/jurisdictions/us/states/md/counties/wicomico/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 120
   hispanic: 7463
   bachelors_plus: 27377
+districts:
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.9656
+  - to: "us/states/md/districts/senate/37"
+    rel: in-district
+    area_weight: 0.5346
+  - to: "us/states/md/districts/senate/38"
+    rel: in-district
+    area_weight: 0.4262
+  - to: "us/states/md/districts/house/37b"
+    rel: in-district
+    area_weight: 0.3907
+  - to: "us/states/md/districts/house/38c"
+    rel: in-district
+    area_weight: 0.2903
+  - to: "us/states/md/districts/house/37a"
+    rel: in-district
+    area_weight: 0.1438
+  - to: "us/states/md/districts/house/38b"
+    rel: in-district
+    area_weight: 0.0748
+  - to: "us/states/md/districts/house/38a"
+    rel: in-district
+    area_weight: 0.0611
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7463 |
 | Bachelor's or higher | 27377 |
 
+## Districts
+
+- [MD-01](/us/states/md/districts/01.md) — 97% (congressional)
+- [MD Senate District 37](/us/states/md/districts/senate/37.md) — 53% (state senate)
+- [MD Senate District 38](/us/states/md/districts/senate/38.md) — 43% (state senate)
+- [MD House District 37B](/us/states/md/districts/house/37b.md) — 39% (state house)
+- [MD House District 38C](/us/states/md/districts/house/38c.md) — 29% (state house)
+- [MD House District 37A](/us/states/md/districts/house/37a.md) — 14% (state house)
+- [MD House District 38B](/us/states/md/districts/house/38b.md) — 7% (state house)
+- [MD House District 38A](/us/states/md/districts/house/38a.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/counties/worcester/index.md b/data/jurisdictions/us/states/md/counties/worcester/index.md
index adb4ca9ba8..71ce44912e 100644
--- a/data/jurisdictions/us/states/md/counties/worcester/index.md
+++ b/data/jurisdictions/us/states/md/counties/worcester/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 29
   hispanic: 2165
   bachelors_plus: 20052
+districts:
+  - to: "us/states/md/districts/01"
+    rel: in-district
+    area_weight: 0.8414
+  - to: "us/states/md/districts/senate/38"
+    rel: in-district
+    area_weight: 0.8408
+  - to: "us/states/md/districts/house/38a"
+    rel: in-district
+    area_weight: 0.4813
+  - to: "us/states/md/districts/house/38c"
+    rel: in-district
+    area_weight: 0.3595
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, md]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2165 |
 | Bachelor's or higher | 20052 |
 
+## Districts
+
+- [MD-01](/us/states/md/districts/01.md) — 84% (congressional)
+- [MD Senate District 38](/us/states/md/districts/senate/38.md) — 84% (state senate)
+- [MD House District 38A](/us/states/md/districts/house/38a.md) — 48% (state house)
+- [MD House District 38C](/us/states/md/districts/house/38c.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/md/districts/01.md b/data/jurisdictions/us/states/md/districts/01.md
index 8634df72f9..b7f217d866 100644
--- a/data/jurisdictions/us/states/md/districts/01.md
+++ b/data/jurisdictions/us/states/md/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 208307
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, md]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/md/districts/02.md b/data/jurisdictions/us/states/md/districts/02.md
index 3fe5d36195..9ec9ecce0f 100644
--- a/data/jurisdictions/us/states/md/districts/02.md
+++ b/data/jurisdictions/us/states/md/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 257620
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, md]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/md/districts/03.md b/data/jurisdictions/us/states/md/districts/03.md
index 2d0bd02d4d..56293931ac 100644
--- a/data/jurisdictions/us/states/md/districts/03.md
+++ b/data/jurisdictions/us/states/md/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 293087
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, md]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/md/districts/04.md b/data/jurisdictions/us/states/md/districts/04.md
index d26e5df16b..9c17a1f3ff 100644
--- a/data/jurisdictions/us/states/md/districts/04.md
+++ b/data/jurisdictions/us/states/md/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 181513
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, md]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/md/districts/05.md b/data/jurisdictions/us/states/md/districts/05.md
index 918bccc3b5..feb58d9cf5 100644
--- a/data/jurisdictions/us/states/md/districts/05.md
+++ b/data/jurisdictions/us/states/md/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 242267
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, md]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/md/districts/06.md b/data/jurisdictions/us/states/md/districts/06.md
index 7fa3ee2804..78e242d12e 100644
--- a/data/jurisdictions/us/states/md/districts/06.md
+++ b/data/jurisdictions/us/states/md/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 235117
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, md]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/md/districts/07.md b/data/jurisdictions/us/states/md/districts/07.md
index d6135f16ea..933d9be9e5 100644
--- a/data/jurisdictions/us/states/md/districts/07.md
+++ b/data/jurisdictions/us/states/md/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 177806
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, md]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/md/districts/08.md b/data/jurisdictions/us/states/md/districts/08.md
index e4d8ee643d..ccc1c6325c 100644
--- a/data/jurisdictions/us/states/md/districts/08.md
+++ b/data/jurisdictions/us/states/md/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 354562
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, md]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/md/districts/house/10.md b/data/jurisdictions/us/states/md/districts/house/10.md
new file mode 100644
index 0000000000..39d59e59f6
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 10"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 10
+
+State House district 10 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/11a.md b/data/jurisdictions/us/states/md/districts/house/11a.md
new file mode 100644
index 0000000000..6d461dfc3d
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/11a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 11A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "11A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 11A
+
+State House district 11A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/11b.md b/data/jurisdictions/us/states/md/districts/house/11b.md
new file mode 100644
index 0000000000..ead4d91b8c
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/11b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 11B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "11B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 11B
+
+State House district 11B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/12a.md b/data/jurisdictions/us/states/md/districts/house/12a.md
new file mode 100644
index 0000000000..217c9cbd9d
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/12a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 12A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "12A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 12A
+
+State House district 12A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/12b.md b/data/jurisdictions/us/states/md/districts/house/12b.md
new file mode 100644
index 0000000000..382eebaadb
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/12b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 12B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "12B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 12B
+
+State House district 12B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/13.md b/data/jurisdictions/us/states/md/districts/house/13.md
new file mode 100644
index 0000000000..b705469485
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 13"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 13
+
+State House district 13 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/14.md b/data/jurisdictions/us/states/md/districts/house/14.md
new file mode 100644
index 0000000000..39487b0689
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 14"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 14
+
+State House district 14 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/15.md b/data/jurisdictions/us/states/md/districts/house/15.md
new file mode 100644
index 0000000000..64849a9fdf
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 15"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 15
+
+State House district 15 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/16.md b/data/jurisdictions/us/states/md/districts/house/16.md
new file mode 100644
index 0000000000..597d6f68a9
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 16"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 16
+
+State House district 16 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/17.md b/data/jurisdictions/us/states/md/districts/house/17.md
new file mode 100644
index 0000000000..13d1eaf088
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 17"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 17
+
+State House district 17 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/18.md b/data/jurisdictions/us/states/md/districts/house/18.md
new file mode 100644
index 0000000000..9678f7388a
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 18"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 18
+
+State House district 18 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/19.md b/data/jurisdictions/us/states/md/districts/house/19.md
new file mode 100644
index 0000000000..ae07873ae2
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 19"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 19
+
+State House district 19 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/1a.md b/data/jurisdictions/us/states/md/districts/house/1a.md
new file mode 100644
index 0000000000..1a3f4a0e8d
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/1a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 1A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "1A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 1A
+
+State House district 1A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/1b.md b/data/jurisdictions/us/states/md/districts/house/1b.md
new file mode 100644
index 0000000000..3ba0c175d7
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/1b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 1B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "1B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 1B
+
+State House district 1B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/1c.md b/data/jurisdictions/us/states/md/districts/house/1c.md
new file mode 100644
index 0000000000..6d5f730742
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/1c.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 1C"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "1C"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 1C
+
+State House district 1C (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/20.md b/data/jurisdictions/us/states/md/districts/house/20.md
new file mode 100644
index 0000000000..5d2d38ea82
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 20"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 20
+
+State House district 20 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/21.md b/data/jurisdictions/us/states/md/districts/house/21.md
new file mode 100644
index 0000000000..32f37032f7
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 21"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 21
+
+State House district 21 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/22.md b/data/jurisdictions/us/states/md/districts/house/22.md
new file mode 100644
index 0000000000..25e59f4832
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 22"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 22
+
+State House district 22 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/23.md b/data/jurisdictions/us/states/md/districts/house/23.md
new file mode 100644
index 0000000000..0a601cbeab
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 23"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 23
+
+State House district 23 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/24.md b/data/jurisdictions/us/states/md/districts/house/24.md
new file mode 100644
index 0000000000..cedf21cd7c
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 24"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 24
+
+State House district 24 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/25.md b/data/jurisdictions/us/states/md/districts/house/25.md
new file mode 100644
index 0000000000..94e21a0237
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 25"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 25
+
+State House district 25 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/26.md b/data/jurisdictions/us/states/md/districts/house/26.md
new file mode 100644
index 0000000000..b29b83823f
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 26"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 26
+
+State House district 26 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/27a.md b/data/jurisdictions/us/states/md/districts/house/27a.md
new file mode 100644
index 0000000000..44f8c1a084
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/27a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 27A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "27A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 27A
+
+State House district 27A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/27b.md b/data/jurisdictions/us/states/md/districts/house/27b.md
new file mode 100644
index 0000000000..eaff769462
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/27b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 27B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "27B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 27B
+
+State House district 27B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/27c.md b/data/jurisdictions/us/states/md/districts/house/27c.md
new file mode 100644
index 0000000000..f864bf1f4f
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/27c.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 27C"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "27C"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 27C
+
+State House district 27C (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/28.md b/data/jurisdictions/us/states/md/districts/house/28.md
new file mode 100644
index 0000000000..1396bf09d8
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 28"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 28
+
+State House district 28 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/29a.md b/data/jurisdictions/us/states/md/districts/house/29a.md
new file mode 100644
index 0000000000..6c090642c6
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/29a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 29A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "29A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 29A
+
+State House district 29A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/29b.md b/data/jurisdictions/us/states/md/districts/house/29b.md
new file mode 100644
index 0000000000..ec7d6c1f15
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/29b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 29B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "29B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 29B
+
+State House district 29B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/29c.md b/data/jurisdictions/us/states/md/districts/house/29c.md
new file mode 100644
index 0000000000..9e8ebbbac0
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/29c.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 29C"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "29C"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 29C
+
+State House district 29C (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/2a.md b/data/jurisdictions/us/states/md/districts/house/2a.md
new file mode 100644
index 0000000000..e4e2a1cc15
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/2a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 2A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "2A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 2A
+
+State House district 2A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/2b.md b/data/jurisdictions/us/states/md/districts/house/2b.md
new file mode 100644
index 0000000000..4db0ffdc46
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/2b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 2B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "2B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 2B
+
+State House district 2B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/3.md b/data/jurisdictions/us/states/md/districts/house/3.md
new file mode 100644
index 0000000000..c60047e9f5
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 3"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 3
+
+State House district 3 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/30a.md b/data/jurisdictions/us/states/md/districts/house/30a.md
new file mode 100644
index 0000000000..131304a065
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/30a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 30A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "30A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 30A
+
+State House district 30A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/30b.md b/data/jurisdictions/us/states/md/districts/house/30b.md
new file mode 100644
index 0000000000..2f8afd5c84
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/30b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 30B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "30B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 30B
+
+State House district 30B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/31.md b/data/jurisdictions/us/states/md/districts/house/31.md
new file mode 100644
index 0000000000..a031b4b42b
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 31"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 31
+
+State House district 31 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/32.md b/data/jurisdictions/us/states/md/districts/house/32.md
new file mode 100644
index 0000000000..92d29e9ce3
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 32"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 32
+
+State House district 32 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/33a.md b/data/jurisdictions/us/states/md/districts/house/33a.md
new file mode 100644
index 0000000000..e9c2f9335c
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/33a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 33A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "33A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 33A
+
+State House district 33A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/33b.md b/data/jurisdictions/us/states/md/districts/house/33b.md
new file mode 100644
index 0000000000..596255fb7d
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/33b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 33B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "33B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 33B
+
+State House district 33B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/33c.md b/data/jurisdictions/us/states/md/districts/house/33c.md
new file mode 100644
index 0000000000..1c9955e9fe
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/33c.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 33C"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "33C"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 33C
+
+State House district 33C (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/34a.md b/data/jurisdictions/us/states/md/districts/house/34a.md
new file mode 100644
index 0000000000..a66090b708
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/34a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 34A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "34A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 34A
+
+State House district 34A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/34b.md b/data/jurisdictions/us/states/md/districts/house/34b.md
new file mode 100644
index 0000000000..4d57271d65
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/34b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 34B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "34B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 34B
+
+State House district 34B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/35a.md b/data/jurisdictions/us/states/md/districts/house/35a.md
new file mode 100644
index 0000000000..f9672a6d7d
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/35a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 35A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "35A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 35A
+
+State House district 35A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/35b.md b/data/jurisdictions/us/states/md/districts/house/35b.md
new file mode 100644
index 0000000000..6cdb94ec0e
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/35b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 35B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "35B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 35B
+
+State House district 35B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/36.md b/data/jurisdictions/us/states/md/districts/house/36.md
new file mode 100644
index 0000000000..7e4eefc004
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 36"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 36
+
+State House district 36 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/37a.md b/data/jurisdictions/us/states/md/districts/house/37a.md
new file mode 100644
index 0000000000..aa06c91d09
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/37a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 37A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "37A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 37A
+
+State House district 37A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/37b.md b/data/jurisdictions/us/states/md/districts/house/37b.md
new file mode 100644
index 0000000000..f302021085
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/37b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 37B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "37B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 37B
+
+State House district 37B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/38a.md b/data/jurisdictions/us/states/md/districts/house/38a.md
new file mode 100644
index 0000000000..02d501bc1c
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/38a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 38A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "38A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 38A
+
+State House district 38A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/38b.md b/data/jurisdictions/us/states/md/districts/house/38b.md
new file mode 100644
index 0000000000..286955495a
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/38b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 38B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "38B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 38B
+
+State House district 38B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/38c.md b/data/jurisdictions/us/states/md/districts/house/38c.md
new file mode 100644
index 0000000000..72d5440730
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/38c.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 38C"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "38C"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 38C
+
+State House district 38C (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/39.md b/data/jurisdictions/us/states/md/districts/house/39.md
new file mode 100644
index 0000000000..293cf939c0
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 39"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 39
+
+State House district 39 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/4.md b/data/jurisdictions/us/states/md/districts/house/4.md
new file mode 100644
index 0000000000..f19a95e093
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 4"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 4
+
+State House district 4 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/40.md b/data/jurisdictions/us/states/md/districts/house/40.md
new file mode 100644
index 0000000000..f946994830
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 40"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 40
+
+State House district 40 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/41.md b/data/jurisdictions/us/states/md/districts/house/41.md
new file mode 100644
index 0000000000..640ccc056b
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 41"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 41
+
+State House district 41 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/42a.md b/data/jurisdictions/us/states/md/districts/house/42a.md
new file mode 100644
index 0000000000..b764cf5f2e
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/42a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 42A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "42A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 42A
+
+State House district 42A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/42b.md b/data/jurisdictions/us/states/md/districts/house/42b.md
new file mode 100644
index 0000000000..2e663c3f1b
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/42b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 42B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "42B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 42B
+
+State House district 42B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/42c.md b/data/jurisdictions/us/states/md/districts/house/42c.md
new file mode 100644
index 0000000000..a345d2c79b
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/42c.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 42C"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "42C"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 42C
+
+State House district 42C (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/43a.md b/data/jurisdictions/us/states/md/districts/house/43a.md
new file mode 100644
index 0000000000..3f84ac16fb
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/43a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 43A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "43A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 43A
+
+State House district 43A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/43b.md b/data/jurisdictions/us/states/md/districts/house/43b.md
new file mode 100644
index 0000000000..d597859ebd
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/43b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 43B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "43B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 43B
+
+State House district 43B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/44a.md b/data/jurisdictions/us/states/md/districts/house/44a.md
new file mode 100644
index 0000000000..f8ab62cc73
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/44a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 44A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "44A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 44A
+
+State House district 44A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/44b.md b/data/jurisdictions/us/states/md/districts/house/44b.md
new file mode 100644
index 0000000000..eb40dcc8b0
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/44b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 44B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "44B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 44B
+
+State House district 44B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/45.md b/data/jurisdictions/us/states/md/districts/house/45.md
new file mode 100644
index 0000000000..a135bd01a3
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 45"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 45
+
+State House district 45 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/46.md b/data/jurisdictions/us/states/md/districts/house/46.md
new file mode 100644
index 0000000000..a5e4b2c3a7
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 46"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 46
+
+State House district 46 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/47a.md b/data/jurisdictions/us/states/md/districts/house/47a.md
new file mode 100644
index 0000000000..704af7f88b
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/47a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 47A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "47A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 47A
+
+State House district 47A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/47b.md b/data/jurisdictions/us/states/md/districts/house/47b.md
new file mode 100644
index 0000000000..85b80a8273
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/47b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 47B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "47B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 47B
+
+State House district 47B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/5.md b/data/jurisdictions/us/states/md/districts/house/5.md
new file mode 100644
index 0000000000..1039e09487
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 5"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 5
+
+State House district 5 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/6.md b/data/jurisdictions/us/states/md/districts/house/6.md
new file mode 100644
index 0000000000..4913538c63
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 6"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 6
+
+State House district 6 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/7a.md b/data/jurisdictions/us/states/md/districts/house/7a.md
new file mode 100644
index 0000000000..00d95c09cb
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/7a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 7A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "7A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 7A
+
+State House district 7A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/7b.md b/data/jurisdictions/us/states/md/districts/house/7b.md
new file mode 100644
index 0000000000..0ab73e9b88
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/7b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 7B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "7B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 7B
+
+State House district 7B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/8.md b/data/jurisdictions/us/states/md/districts/house/8.md
new file mode 100644
index 0000000000..8f09dfb574
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 8"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 8
+
+State House district 8 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/9a.md b/data/jurisdictions/us/states/md/districts/house/9a.md
new file mode 100644
index 0000000000..f6f355ec70
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/9a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 9A"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "9A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 9A
+
+State House district 9A (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/house/9b.md b/data/jurisdictions/us/states/md/districts/house/9b.md
new file mode 100644
index 0000000000..dbbd1578d9
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/house/9b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD House District 9B"
+classification: state-house-district
+state: "MD"
+chamber: "house"
+district: "9B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD House District 9B
+
+State House district 9B (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/1.md b/data/jurisdictions/us/states/md/districts/senate/1.md
new file mode 100644
index 0000000000..b350d093e4
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 1"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 1
+
+State Senate district 1 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/10.md b/data/jurisdictions/us/states/md/districts/senate/10.md
new file mode 100644
index 0000000000..a2994d5019
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 10"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 10
+
+State Senate district 10 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/11.md b/data/jurisdictions/us/states/md/districts/senate/11.md
new file mode 100644
index 0000000000..ddbc73cbad
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 11"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 11
+
+State Senate district 11 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/12.md b/data/jurisdictions/us/states/md/districts/senate/12.md
new file mode 100644
index 0000000000..aa344f8719
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 12"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 12
+
+State Senate district 12 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/13.md b/data/jurisdictions/us/states/md/districts/senate/13.md
new file mode 100644
index 0000000000..5e5b1e9ca9
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 13"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 13
+
+State Senate district 13 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/14.md b/data/jurisdictions/us/states/md/districts/senate/14.md
new file mode 100644
index 0000000000..6694e59420
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 14"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 14
+
+State Senate district 14 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/15.md b/data/jurisdictions/us/states/md/districts/senate/15.md
new file mode 100644
index 0000000000..c38740b2e1
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 15"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 15
+
+State Senate district 15 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/16.md b/data/jurisdictions/us/states/md/districts/senate/16.md
new file mode 100644
index 0000000000..ce9f0900f4
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 16"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 16
+
+State Senate district 16 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/17.md b/data/jurisdictions/us/states/md/districts/senate/17.md
new file mode 100644
index 0000000000..d0a69d5eba
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 17"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 17
+
+State Senate district 17 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/18.md b/data/jurisdictions/us/states/md/districts/senate/18.md
new file mode 100644
index 0000000000..4fed0d406c
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 18"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 18
+
+State Senate district 18 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/19.md b/data/jurisdictions/us/states/md/districts/senate/19.md
new file mode 100644
index 0000000000..e1bbebe0cf
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 19"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 19
+
+State Senate district 19 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/2.md b/data/jurisdictions/us/states/md/districts/senate/2.md
new file mode 100644
index 0000000000..7febb7d3b3
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 2"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 2
+
+State Senate district 2 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/20.md b/data/jurisdictions/us/states/md/districts/senate/20.md
new file mode 100644
index 0000000000..d382e313cf
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 20"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 20
+
+State Senate district 20 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/21.md b/data/jurisdictions/us/states/md/districts/senate/21.md
new file mode 100644
index 0000000000..0690594db3
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 21"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 21
+
+State Senate district 21 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/22.md b/data/jurisdictions/us/states/md/districts/senate/22.md
new file mode 100644
index 0000000000..3301d5cda0
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 22"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 22
+
+State Senate district 22 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/23.md b/data/jurisdictions/us/states/md/districts/senate/23.md
new file mode 100644
index 0000000000..d8d4ef3034
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 23"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 23
+
+State Senate district 23 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/24.md b/data/jurisdictions/us/states/md/districts/senate/24.md
new file mode 100644
index 0000000000..9989899b3d
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 24"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 24
+
+State Senate district 24 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/25.md b/data/jurisdictions/us/states/md/districts/senate/25.md
new file mode 100644
index 0000000000..38fcfd35b2
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 25"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 25
+
+State Senate district 25 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/26.md b/data/jurisdictions/us/states/md/districts/senate/26.md
new file mode 100644
index 0000000000..9888b5035d
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 26"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 26
+
+State Senate district 26 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/27.md b/data/jurisdictions/us/states/md/districts/senate/27.md
new file mode 100644
index 0000000000..ef3e7ecba0
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 27"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 27
+
+State Senate district 27 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/28.md b/data/jurisdictions/us/states/md/districts/senate/28.md
new file mode 100644
index 0000000000..93b5092e51
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 28"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 28
+
+State Senate district 28 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/29.md b/data/jurisdictions/us/states/md/districts/senate/29.md
new file mode 100644
index 0000000000..17bb8a437c
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 29"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 29
+
+State Senate district 29 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/3.md b/data/jurisdictions/us/states/md/districts/senate/3.md
new file mode 100644
index 0000000000..c1fe91dcd5
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 3"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 3
+
+State Senate district 3 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/30.md b/data/jurisdictions/us/states/md/districts/senate/30.md
new file mode 100644
index 0000000000..377174b132
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 30"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 30
+
+State Senate district 30 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/31.md b/data/jurisdictions/us/states/md/districts/senate/31.md
new file mode 100644
index 0000000000..a577fce2ca
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 31"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 31
+
+State Senate district 31 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/32.md b/data/jurisdictions/us/states/md/districts/senate/32.md
new file mode 100644
index 0000000000..c9b057003b
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 32"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 32
+
+State Senate district 32 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/33.md b/data/jurisdictions/us/states/md/districts/senate/33.md
new file mode 100644
index 0000000000..62794c33af
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 33"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 33
+
+State Senate district 33 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/34.md b/data/jurisdictions/us/states/md/districts/senate/34.md
new file mode 100644
index 0000000000..ce68f6516a
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 34"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 34
+
+State Senate district 34 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/35.md b/data/jurisdictions/us/states/md/districts/senate/35.md
new file mode 100644
index 0000000000..89a8ffd3fb
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 35"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 35
+
+State Senate district 35 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/36.md b/data/jurisdictions/us/states/md/districts/senate/36.md
new file mode 100644
index 0000000000..b3b3ee6366
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 36"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 36
+
+State Senate district 36 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/37.md b/data/jurisdictions/us/states/md/districts/senate/37.md
new file mode 100644
index 0000000000..c6ee427fb3
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 37"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 37
+
+State Senate district 37 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/38.md b/data/jurisdictions/us/states/md/districts/senate/38.md
new file mode 100644
index 0000000000..069c291e15
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 38"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 38
+
+State Senate district 38 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/39.md b/data/jurisdictions/us/states/md/districts/senate/39.md
new file mode 100644
index 0000000000..3f34cbc954
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 39"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 39
+
+State Senate district 39 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/4.md b/data/jurisdictions/us/states/md/districts/senate/4.md
new file mode 100644
index 0000000000..4e5236a63b
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 4"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 4
+
+State Senate district 4 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/40.md b/data/jurisdictions/us/states/md/districts/senate/40.md
new file mode 100644
index 0000000000..b19da5d611
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 40"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 40
+
+State Senate district 40 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/41.md b/data/jurisdictions/us/states/md/districts/senate/41.md
new file mode 100644
index 0000000000..1e6387eb44
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 41"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 41
+
+State Senate district 41 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/42.md b/data/jurisdictions/us/states/md/districts/senate/42.md
new file mode 100644
index 0000000000..71121930ad
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 42"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 42
+
+State Senate district 42 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/43.md b/data/jurisdictions/us/states/md/districts/senate/43.md
new file mode 100644
index 0000000000..d9ebec0975
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 43"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 43
+
+State Senate district 43 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/44.md b/data/jurisdictions/us/states/md/districts/senate/44.md
new file mode 100644
index 0000000000..5dffbf9266
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 44"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 44
+
+State Senate district 44 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/45.md b/data/jurisdictions/us/states/md/districts/senate/45.md
new file mode 100644
index 0000000000..84fa817961
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 45"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 45
+
+State Senate district 45 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/46.md b/data/jurisdictions/us/states/md/districts/senate/46.md
new file mode 100644
index 0000000000..bc55308a2a
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 46"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 46
+
+State Senate district 46 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/47.md b/data/jurisdictions/us/states/md/districts/senate/47.md
new file mode 100644
index 0000000000..f883e954ff
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 47"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 47
+
+State Senate district 47 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/5.md b/data/jurisdictions/us/states/md/districts/senate/5.md
new file mode 100644
index 0000000000..a362570582
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 5"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 5
+
+State Senate district 5 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/6.md b/data/jurisdictions/us/states/md/districts/senate/6.md
new file mode 100644
index 0000000000..00f4dac224
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 6"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 6
+
+State Senate district 6 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/7.md b/data/jurisdictions/us/states/md/districts/senate/7.md
new file mode 100644
index 0000000000..0999f3b94c
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 7"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 7
+
+State Senate district 7 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/8.md b/data/jurisdictions/us/states/md/districts/senate/8.md
new file mode 100644
index 0000000000..c3ee44834f
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 8"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 8
+
+State Senate district 8 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/districts/senate/9.md b/data/jurisdictions/us/states/md/districts/senate/9.md
new file mode 100644
index 0000000000..2e6923d026
--- /dev/null
+++ b/data/jurisdictions/us/states/md/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MD Senate District 9"
+classification: state-senate-district
+state: "MD"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, md]
+timestamp: "2026-07-03"
+---
+
+# MD Senate District 9
+
+State Senate district 9 (MD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/md/people/aaron-kaufman.md b/data/jurisdictions/us/states/md/people/aaron-kaufman.md
index c9208b87ea..efccd54ebd 100644
--- a/data/jurisdictions/us/states/md/people/aaron-kaufman.md
+++ b/data/jurisdictions/us/states/md/people/aaron-kaufman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 18"
+represents: "us/states/md/districts/house/18"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 18 (MD State House of Representatives District 18).
 
+Represents [MD State House of Representatives District 18](/us/states/md/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/adrian-boafo.md b/data/jurisdictions/us/states/md/people/adrian-boafo.md
index 452b0a08d1..27bbcf03d7 100644
--- a/data/jurisdictions/us/states/md/people/adrian-boafo.md
+++ b/data/jurisdictions/us/states/md/people/adrian-boafo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 23"
+represents: "us/states/md/districts/house/23"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 23 (MD State House of Representatives District 23).
 
+Represents [MD State House of Representatives District 23](/us/states/md/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/adrienne-jones.md b/data/jurisdictions/us/states/md/people/adrienne-jones.md
index cb831a97f4..119254778c 100644
--- a/data/jurisdictions/us/states/md/people/adrienne-jones.md
+++ b/data/jurisdictions/us/states/md/people/adrienne-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 10"
+represents: "us/states/md/districts/house/10"
 tenure:
   start: "1997-10-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 10 (MD State House of Representatives District 10).
 
+Represents [MD State House of Representatives District 10](/us/states/md/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/aletheia-mccaskill.md b/data/jurisdictions/us/states/md/people/aletheia-mccaskill.md
index cfb20f0e98..e75f24189c 100644
--- a/data/jurisdictions/us/states/md/people/aletheia-mccaskill.md
+++ b/data/jurisdictions/us/states/md/people/aletheia-mccaskill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 44B"
+represents: "us/states/md/districts/house/44b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 44B (MD State House of Representatives District 44B).
 
+Represents [MD State House of Representatives District 44B](/us/states/md/districts/house/44b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/alonzo-washington.md b/data/jurisdictions/us/states/md/people/alonzo-washington.md
index 4c1beb865a..57225de030 100644
--- a/data/jurisdictions/us/states/md/people/alonzo-washington.md
+++ b/data/jurisdictions/us/states/md/people/alonzo-washington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 22"
+represents: "us/states/md/districts/senate/22"
 tenure:
   start: "2023-01-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 22 (MD State Senate District 22).
 
+Represents [MD State Senate District 22](/us/states/md/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/andre-johnson.md b/data/jurisdictions/us/states/md/people/andre-johnson.md
index 6dc8fcb21d..61650cfda4 100644
--- a/data/jurisdictions/us/states/md/people/andre-johnson.md
+++ b/data/jurisdictions/us/states/md/people/andre-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 34A"
+represents: "us/states/md/districts/house/34a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 34A (MD State House of Representatives District 34A).
 
+Represents [MD State House of Representatives District 34A](/us/states/md/districts/house/34a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/andrea-harrison.md b/data/jurisdictions/us/states/md/people/andrea-harrison.md
index ad5066fb19..60b1f930fa 100644
--- a/data/jurisdictions/us/states/md/people/andrea-harrison.md
+++ b/data/jurisdictions/us/states/md/people/andrea-harrison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 24"
+represents: "us/states/md/districts/house/24"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 24 (MD State House of Representatives District 24).
 
+Represents [MD State House of Representatives District 24](/us/states/md/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/andrew-pruski.md b/data/jurisdictions/us/states/md/people/andrew-pruski.md
index 2770413b7d..2cf5d8d5c5 100644
--- a/data/jurisdictions/us/states/md/people/andrew-pruski.md
+++ b/data/jurisdictions/us/states/md/people/andrew-pruski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 33A"
+represents: "us/states/md/districts/house/33a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 33A (MD State House of Representatives District 33A).
 
+Represents [MD State House of Representatives District 33A](/us/states/md/districts/house/33a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/anne-healey.md b/data/jurisdictions/us/states/md/people/anne-healey.md
index e65cffe025..2a02ad14a2 100644
--- a/data/jurisdictions/us/states/md/people/anne-healey.md
+++ b/data/jurisdictions/us/states/md/people/anne-healey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 22"
+represents: "us/states/md/districts/house/22"
 tenure:
   start: "1991-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 22 (MD State House of Representatives District 22).
 
+Represents [MD State House of Representatives District 22](/us/states/md/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/anne-kaiser.md b/data/jurisdictions/us/states/md/people/anne-kaiser.md
index 08ffabb7e9..cd9b717928 100644
--- a/data/jurisdictions/us/states/md/people/anne-kaiser.md
+++ b/data/jurisdictions/us/states/md/people/anne-kaiser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 14"
+represents: "us/states/md/districts/house/14"
 tenure:
   start: "2003-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 14 (MD State House of Representatives District 14).
 
+Represents [MD State House of Representatives District 14](/us/states/md/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/anthony-muse.md b/data/jurisdictions/us/states/md/people/anthony-muse.md
index ac687b16b3..11726a42a5 100644
--- a/data/jurisdictions/us/states/md/people/anthony-muse.md
+++ b/data/jurisdictions/us/states/md/people/anthony-muse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 26"
+represents: "us/states/md/districts/senate/26"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 26 (MD State Senate District 26).
 
+Represents [MD State Senate District 26](/us/states/md/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/antonio-hayes.md b/data/jurisdictions/us/states/md/people/antonio-hayes.md
index 375921b543..3efae6ce5c 100644
--- a/data/jurisdictions/us/states/md/people/antonio-hayes.md
+++ b/data/jurisdictions/us/states/md/people/antonio-hayes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 40"
+represents: "us/states/md/districts/senate/40"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 40 (MD State Senate District 40).
 
+Represents [MD State Senate District 40](/us/states/md/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/april-miller.md b/data/jurisdictions/us/states/md/people/april-miller.md
index abfe7ff855..f1af173c2a 100644
--- a/data/jurisdictions/us/states/md/people/april-miller.md
+++ b/data/jurisdictions/us/states/md/people/april-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 4"
+represents: "us/states/md/districts/house/4"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 4 (MD State House of Representatives District 4).
 
+Represents [MD State House of Representatives District 4](/us/states/md/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/april-rose.md b/data/jurisdictions/us/states/md/people/april-rose.md
index eeb2fb5d6d..63f0dd8682 100644
--- a/data/jurisdictions/us/states/md/people/april-rose.md
+++ b/data/jurisdictions/us/states/md/people/april-rose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 5"
+represents: "us/states/md/districts/house/5"
 tenure:
   start: "2015-03-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 5 (MD State House of Representatives District 5).
 
+Represents [MD State House of Representatives District 5](/us/states/md/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/arthur-ellis.md b/data/jurisdictions/us/states/md/people/arthur-ellis.md
index 6417d75ef8..f346981806 100644
--- a/data/jurisdictions/us/states/md/people/arthur-ellis.md
+++ b/data/jurisdictions/us/states/md/people/arthur-ellis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 28"
+represents: "us/states/md/districts/senate/28"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 28 (MD State Senate District 28).
 
+Represents [MD State Senate District 28](/us/states/md/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/ashanti-martinez.md b/data/jurisdictions/us/states/md/people/ashanti-martinez.md
index 1decd893bc..08293eb139 100644
--- a/data/jurisdictions/us/states/md/people/ashanti-martinez.md
+++ b/data/jurisdictions/us/states/md/people/ashanti-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 22"
+represents: "us/states/md/districts/house/22"
 tenure:
   start: "2023-02-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 22 (MD State House of Representatives District 22).
 
+Represents [MD State House of Representatives District 22](/us/states/md/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/barrie-ciliberti.md b/data/jurisdictions/us/states/md/people/barrie-ciliberti.md
index d049f5d992..2ba1dc7cdd 100644
--- a/data/jurisdictions/us/states/md/people/barrie-ciliberti.md
+++ b/data/jurisdictions/us/states/md/people/barrie-ciliberti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 4"
+represents: "us/states/md/districts/house/4"
 tenure:
   start: "2015-02-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 4 (MD State House of Representatives District 4).
 
+Represents [MD State House of Representatives District 4](/us/states/md/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/barry-beauchamp.md b/data/jurisdictions/us/states/md/people/barry-beauchamp.md
index ac41c587d4..16e59ff3cc 100644
--- a/data/jurisdictions/us/states/md/people/barry-beauchamp.md
+++ b/data/jurisdictions/us/states/md/people/barry-beauchamp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 38B"
+represents: "us/states/md/districts/house/38b"
 tenure:
   start: "2024-09-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 38B (MD State House of Representatives District 38B).
 
+Represents [MD State House of Representatives District 38B](/us/states/md/districts/house/38b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/ben-barnes.md b/data/jurisdictions/us/states/md/people/ben-barnes.md
index 372f1c152a..cb9a7747e5 100644
--- a/data/jurisdictions/us/states/md/people/ben-barnes.md
+++ b/data/jurisdictions/us/states/md/people/ben-barnes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 21"
+represents: "us/states/md/districts/house/21"
 tenure:
   start: "2007-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 21 (MD State House of Representatives District 21).
 
+Represents [MD State House of Representatives District 21](/us/states/md/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/ben-brooks.md b/data/jurisdictions/us/states/md/people/ben-brooks.md
index 4e1bd01392..d1941ef13e 100644
--- a/data/jurisdictions/us/states/md/people/ben-brooks.md
+++ b/data/jurisdictions/us/states/md/people/ben-brooks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 10"
+represents: "us/states/md/districts/senate/10"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 10 (MD State Senate District 10).
 
+Represents [MD State Senate District 10](/us/states/md/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/ben-kramer.md b/data/jurisdictions/us/states/md/people/ben-kramer.md
index 0e77805fe8..1ed422a0f3 100644
--- a/data/jurisdictions/us/states/md/people/ben-kramer.md
+++ b/data/jurisdictions/us/states/md/people/ben-kramer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 19"
+represents: "us/states/md/districts/senate/19"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 19 (MD State Senate District 19).
 
+Represents [MD State Senate District 19](/us/states/md/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/bernice-mireku-north.md b/data/jurisdictions/us/states/md/people/bernice-mireku-north.md
index 380de489ec..8cba764ff6 100644
--- a/data/jurisdictions/us/states/md/people/bernice-mireku-north.md
+++ b/data/jurisdictions/us/states/md/people/bernice-mireku-north.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 14"
+represents: "us/states/md/districts/house/14"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 14 (MD State House of Representatives District 14).
 
+Represents [MD State House of Representatives District 14](/us/states/md/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/bill-ferguson.md b/data/jurisdictions/us/states/md/people/bill-ferguson.md
index 1a7d87c038..4152907dd8 100644
--- a/data/jurisdictions/us/states/md/people/bill-ferguson.md
+++ b/data/jurisdictions/us/states/md/people/bill-ferguson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 46"
+represents: "us/states/md/districts/senate/46"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 46 (MD State Senate District 46).
 
+Represents [MD State Senate District 46](/us/states/md/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/bill-folden.md b/data/jurisdictions/us/states/md/people/bill-folden.md
index 33eb1d9c3f..f5b258c276 100644
--- a/data/jurisdictions/us/states/md/people/bill-folden.md
+++ b/data/jurisdictions/us/states/md/people/bill-folden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 4"
+represents: "us/states/md/districts/senate/4"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 4 (MD State Senate District 4).
 
+Represents [MD State Senate District 4](/us/states/md/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/bob-long.md b/data/jurisdictions/us/states/md/people/bob-long.md
index f8a07375db..21546fefef 100644
--- a/data/jurisdictions/us/states/md/people/bob-long.md
+++ b/data/jurisdictions/us/states/md/people/bob-long.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 6"
+represents: "us/states/md/districts/house/6"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 6 (MD State House of Representatives District 6).
 
+Represents [MD State House of Representatives District 6](/us/states/md/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/bonnie-cullison.md b/data/jurisdictions/us/states/md/people/bonnie-cullison.md
index 649dd89328..dc29de7e3d 100644
--- a/data/jurisdictions/us/states/md/people/bonnie-cullison.md
+++ b/data/jurisdictions/us/states/md/people/bonnie-cullison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 19"
+represents: "us/states/md/districts/house/19"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 19 (MD State House of Representatives District 19).
 
+Represents [MD State House of Representatives District 19](/us/states/md/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/brian-chisholm.md b/data/jurisdictions/us/states/md/people/brian-chisholm.md
index c99be3729f..7122e3a84a 100644
--- a/data/jurisdictions/us/states/md/people/brian-chisholm.md
+++ b/data/jurisdictions/us/states/md/people/brian-chisholm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 31"
+represents: "us/states/md/districts/house/31"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 31 (MD State House of Representatives District 31).
 
+Represents [MD State House of Representatives District 31](/us/states/md/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/brian-crosby.md b/data/jurisdictions/us/states/md/people/brian-crosby.md
index 80afd04dbb..f213f04210 100644
--- a/data/jurisdictions/us/states/md/people/brian-crosby.md
+++ b/data/jurisdictions/us/states/md/people/brian-crosby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 29B"
+represents: "us/states/md/districts/house/29b"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 29B (MD State House of Representatives District 29B).
 
+Represents [MD State House of Representatives District 29B](/us/states/md/districts/house/29b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/brian-feldman.md b/data/jurisdictions/us/states/md/people/brian-feldman.md
index b463e3e1b0..47158d1eb2 100644
--- a/data/jurisdictions/us/states/md/people/brian-feldman.md
+++ b/data/jurisdictions/us/states/md/people/brian-feldman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 15"
+represents: "us/states/md/districts/senate/15"
 tenure:
   start: "2013-09-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 15 (MD State Senate District 15).
 
+Represents [MD State Senate District 15](/us/states/md/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/bryan-simonaire.md b/data/jurisdictions/us/states/md/people/bryan-simonaire.md
index 6817d844b3..30cfbb97df 100644
--- a/data/jurisdictions/us/states/md/people/bryan-simonaire.md
+++ b/data/jurisdictions/us/states/md/people/bryan-simonaire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 31"
+represents: "us/states/md/districts/senate/31"
 tenure:
   start: "2007-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 31 (MD State Senate District 31).
 
+Represents [MD State Senate District 31](/us/states/md/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/c-t-wilson.md b/data/jurisdictions/us/states/md/people/c-t-wilson.md
index 005fec4b12..6620a50b66 100644
--- a/data/jurisdictions/us/states/md/people/c-t-wilson.md
+++ b/data/jurisdictions/us/states/md/people/c-t-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 28"
+represents: "us/states/md/districts/house/28"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 28 (MD State House of Representatives District 28).
 
+Represents [MD State House of Representatives District 28](/us/states/md/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/carl-jackson.md b/data/jurisdictions/us/states/md/people/carl-jackson.md
index da8dd125b6..024910a65e 100644
--- a/data/jurisdictions/us/states/md/people/carl-jackson.md
+++ b/data/jurisdictions/us/states/md/people/carl-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 8"
+represents: "us/states/md/districts/senate/8"
 tenure:
   start: "2025-02-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 8 (MD State Senate District 8).
 
+Represents [MD State Senate District 8](/us/states/md/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/cathi-forbes.md b/data/jurisdictions/us/states/md/people/cathi-forbes.md
index 4ea68f3771..d538f4bcb4 100644
--- a/data/jurisdictions/us/states/md/people/cathi-forbes.md
+++ b/data/jurisdictions/us/states/md/people/cathi-forbes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 43B"
+represents: "us/states/md/districts/house/43b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 43B (MD State House of Representatives District 43B).
 
+Represents [MD State House of Representatives District 43B](/us/states/md/districts/house/43b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/caylin-young.md b/data/jurisdictions/us/states/md/people/caylin-young.md
index ecc51c7ed7..3c5dfe4b9b 100644
--- a/data/jurisdictions/us/states/md/people/caylin-young.md
+++ b/data/jurisdictions/us/states/md/people/caylin-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 45"
+represents: "us/states/md/districts/house/45"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 45 (MD State House of Representatives District 45).
 
+Represents [MD State House of Representatives District 45](/us/states/md/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/chao-wu.md b/data/jurisdictions/us/states/md/people/chao-wu.md
index 10f9a975bf..cab918c268 100644
--- a/data/jurisdictions/us/states/md/people/chao-wu.md
+++ b/data/jurisdictions/us/states/md/people/chao-wu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 9A"
+represents: "us/states/md/districts/house/9a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 9A (MD State House of Representatives District 9A).
 
+Represents [MD State House of Representatives District 9A](/us/states/md/districts/house/9a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/charles-sydnor.md b/data/jurisdictions/us/states/md/people/charles-sydnor.md
index e17f77dea4..53dc1c4ad2 100644
--- a/data/jurisdictions/us/states/md/people/charles-sydnor.md
+++ b/data/jurisdictions/us/states/md/people/charles-sydnor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 44"
+represents: "us/states/md/districts/senate/44"
 tenure:
   start: "2020-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 44 (MD State Senate District 44).
 
+Represents [MD State Senate District 44](/us/states/md/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/charlotte-crutchfield.md b/data/jurisdictions/us/states/md/people/charlotte-crutchfield.md
index 2c78794a97..d38f4a494b 100644
--- a/data/jurisdictions/us/states/md/people/charlotte-crutchfield.md
+++ b/data/jurisdictions/us/states/md/people/charlotte-crutchfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 19"
+represents: "us/states/md/districts/house/19"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 19 (MD State House of Representatives District 19).
 
+Represents [MD State House of Representatives District 19](/us/states/md/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/cheryl-kagan.md b/data/jurisdictions/us/states/md/people/cheryl-kagan.md
index 528290805c..8a2b2cfd59 100644
--- a/data/jurisdictions/us/states/md/people/cheryl-kagan.md
+++ b/data/jurisdictions/us/states/md/people/cheryl-kagan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 17"
+represents: "us/states/md/districts/senate/17"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 17 (MD State Senate District 17).
 
+Represents [MD State Senate District 17](/us/states/md/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/cheryl-pasteur.md b/data/jurisdictions/us/states/md/people/cheryl-pasteur.md
index d64623fee2..ac280be200 100644
--- a/data/jurisdictions/us/states/md/people/cheryl-pasteur.md
+++ b/data/jurisdictions/us/states/md/people/cheryl-pasteur.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 11A"
+represents: "us/states/md/districts/house/11a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 11A (MD State House of Representatives District 11A).
 
+Represents [MD State House of Representatives District 11A](/us/states/md/districts/house/11a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/chris-adams.md b/data/jurisdictions/us/states/md/people/chris-adams.md
index 1da353a5a1..439a0df1cb 100644
--- a/data/jurisdictions/us/states/md/people/chris-adams.md
+++ b/data/jurisdictions/us/states/md/people/chris-adams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 37B"
+represents: "us/states/md/districts/house/37b"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 37B (MD State House of Representatives District 37B).
 
+Represents [MD State House of Representatives District 37B](/us/states/md/districts/house/37b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/chris-tomlinson.md b/data/jurisdictions/us/states/md/people/chris-tomlinson.md
index 2185cd7b4a..8125fd44de 100644
--- a/data/jurisdictions/us/states/md/people/chris-tomlinson.md
+++ b/data/jurisdictions/us/states/md/people/chris-tomlinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 5"
+represents: "us/states/md/districts/house/5"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 5 (MD State House of Representatives District 5).
 
+Represents [MD State House of Representatives District 5](/us/states/md/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/chris-west.md b/data/jurisdictions/us/states/md/people/chris-west.md
index 6f4f8f936d..0b047e8d98 100644
--- a/data/jurisdictions/us/states/md/people/chris-west.md
+++ b/data/jurisdictions/us/states/md/people/chris-west.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 42"
+represents: "us/states/md/districts/senate/42"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 42 (MD State Senate District 42).
 
+Represents [MD State Senate District 42](/us/states/md/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/christopher-bouchat.md b/data/jurisdictions/us/states/md/people/christopher-bouchat.md
index 9f631323b7..5eb21c2360 100644
--- a/data/jurisdictions/us/states/md/people/christopher-bouchat.md
+++ b/data/jurisdictions/us/states/md/people/christopher-bouchat.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 5"
+represents: "us/states/md/districts/house/5"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 5 (MD State House of Representatives District 5).
 
+Represents [MD State House of Representatives District 5](/us/states/md/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/clarence-lam.md b/data/jurisdictions/us/states/md/people/clarence-lam.md
index 5b94024add..821c1c6316 100644
--- a/data/jurisdictions/us/states/md/people/clarence-lam.md
+++ b/data/jurisdictions/us/states/md/people/clarence-lam.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 12"
+represents: "us/states/md/districts/senate/12"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 12 (MD State Senate District 12).
 
+Represents [MD State Senate District 12](/us/states/md/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/cory-mccray.md b/data/jurisdictions/us/states/md/people/cory-mccray.md
index aba602037a..106dfe8fda 100644
--- a/data/jurisdictions/us/states/md/people/cory-mccray.md
+++ b/data/jurisdictions/us/states/md/people/cory-mccray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 45"
+represents: "us/states/md/districts/senate/45"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 45 (MD State Senate District 45).
 
+Represents [MD State Senate District 45](/us/states/md/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/courtney-watson.md b/data/jurisdictions/us/states/md/people/courtney-watson.md
index 5c1d731323..22f6549fc3 100644
--- a/data/jurisdictions/us/states/md/people/courtney-watson.md
+++ b/data/jurisdictions/us/states/md/people/courtney-watson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 9B"
+represents: "us/states/md/districts/house/9b"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 9B (MD State House of Representatives District 9B).
 
+Represents [MD State House of Representatives District 9B](/us/states/md/districts/house/9b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/craig-zucker.md b/data/jurisdictions/us/states/md/people/craig-zucker.md
index 4614689d76..e6172b7ca3 100644
--- a/data/jurisdictions/us/states/md/people/craig-zucker.md
+++ b/data/jurisdictions/us/states/md/people/craig-zucker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 14"
+represents: "us/states/md/districts/senate/14"
 tenure:
   start: "2016-02-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 14 (MD State Senate District 14).
 
+Represents [MD State Senate District 14](/us/states/md/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/dalya-attar.md b/data/jurisdictions/us/states/md/people/dalya-attar.md
index da9465bf09..ad3d1dabf6 100644
--- a/data/jurisdictions/us/states/md/people/dalya-attar.md
+++ b/data/jurisdictions/us/states/md/people/dalya-attar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 41"
+represents: "us/states/md/districts/senate/41"
 tenure:
   start: "2025-01-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 41 (MD State Senate District 41).
 
+Represents [MD State Senate District 41](/us/states/md/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/dana-jones.md b/data/jurisdictions/us/states/md/people/dana-jones.md
index a7adf9127d..1550d1daed 100644
--- a/data/jurisdictions/us/states/md/people/dana-jones.md
+++ b/data/jurisdictions/us/states/md/people/dana-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 30A"
+represents: "us/states/md/districts/house/30a"
 tenure:
   start: "2020-05-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 30A (MD State House of Representatives District 30A).
 
+Represents [MD State House of Representatives District 30A](/us/states/md/districts/house/30a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/dana-stein.md b/data/jurisdictions/us/states/md/people/dana-stein.md
index 70d186a4ba..e83229fb4b 100644
--- a/data/jurisdictions/us/states/md/people/dana-stein.md
+++ b/data/jurisdictions/us/states/md/people/dana-stein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 11B"
+represents: "us/states/md/districts/house/11b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 11B (MD State House of Representatives District 11B).
 
+Represents [MD State House of Representatives District 11B](/us/states/md/districts/house/11b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/darrell-odom.md b/data/jurisdictions/us/states/md/people/darrell-odom.md
index df9082f05e..b437b68dac 100644
--- a/data/jurisdictions/us/states/md/people/darrell-odom.md
+++ b/data/jurisdictions/us/states/md/people/darrell-odom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 27A"
+represents: "us/states/md/districts/house/27a"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 27A (MD State House of Representatives District 27A).
 
+Represents [MD State House of Representatives District 27A](/us/states/md/districts/house/27a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/david-fraser-hidalgo.md b/data/jurisdictions/us/states/md/people/david-fraser-hidalgo.md
index 59f74620f0..53fca21a08 100644
--- a/data/jurisdictions/us/states/md/people/david-fraser-hidalgo.md
+++ b/data/jurisdictions/us/states/md/people/david-fraser-hidalgo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 15"
+represents: "us/states/md/districts/house/15"
 tenure:
   start: "2013-10-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 15 (MD State House of Representatives District 15).
 
+Represents [MD State House of Representatives District 15](/us/states/md/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/david-moon.md b/data/jurisdictions/us/states/md/people/david-moon.md
index 47c30c4327..8ff4bc38d2 100644
--- a/data/jurisdictions/us/states/md/people/david-moon.md
+++ b/data/jurisdictions/us/states/md/people/david-moon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 20"
+represents: "us/states/md/districts/house/20"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 20 (MD State House of Representatives District 20).
 
+Represents [MD State House of Representatives District 20](/us/states/md/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/dawn-gile.md b/data/jurisdictions/us/states/md/people/dawn-gile.md
index aa66580be4..00c38060f9 100644
--- a/data/jurisdictions/us/states/md/people/dawn-gile.md
+++ b/data/jurisdictions/us/states/md/people/dawn-gile.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 33"
+represents: "us/states/md/districts/senate/33"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 33 (MD State Senate District 33).
 
+Represents [MD State Senate District 33](/us/states/md/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/debra-davis.md b/data/jurisdictions/us/states/md/people/debra-davis.md
index fb58e8da36..81b7c9eb71 100644
--- a/data/jurisdictions/us/states/md/people/debra-davis.md
+++ b/data/jurisdictions/us/states/md/people/debra-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 28"
+represents: "us/states/md/districts/house/28"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 28 (MD State House of Representatives District 28).
 
+Represents [MD State House of Representatives District 28](/us/states/md/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/deni-taveras.md b/data/jurisdictions/us/states/md/people/deni-taveras.md
index 91e89bc1ca..a35d3579fd 100644
--- a/data/jurisdictions/us/states/md/people/deni-taveras.md
+++ b/data/jurisdictions/us/states/md/people/deni-taveras.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 47B"
+represents: "us/states/md/districts/house/47b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 47B (MD State House of Representatives District 47B).
 
+Represents [MD State House of Representatives District 47B](/us/states/md/districts/house/47b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/denise-roberts.md b/data/jurisdictions/us/states/md/people/denise-roberts.md
index fce747830c..a7a307f57e 100644
--- a/data/jurisdictions/us/states/md/people/denise-roberts.md
+++ b/data/jurisdictions/us/states/md/people/denise-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 25"
+represents: "us/states/md/districts/house/25"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 25 (MD State House of Representatives District 25).
 
+Represents [MD State House of Representatives District 25](/us/states/md/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/derrick-coley.md b/data/jurisdictions/us/states/md/people/derrick-coley.md
index d62a23400b..c03b451b70 100644
--- a/data/jurisdictions/us/states/md/people/derrick-coley.md
+++ b/data/jurisdictions/us/states/md/people/derrick-coley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 24"
+represents: "us/states/md/districts/house/24"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 24 (MD State House of Representatives District 24).
 
+Represents [MD State House of Representatives District 24](/us/states/md/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/diana-fennell.md b/data/jurisdictions/us/states/md/people/diana-fennell.md
index a05c6d4637..488a0f5868 100644
--- a/data/jurisdictions/us/states/md/people/diana-fennell.md
+++ b/data/jurisdictions/us/states/md/people/diana-fennell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 47A"
+represents: "us/states/md/districts/house/47a"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 47A (MD State House of Representatives District 47A).
 
+Represents [MD State House of Representatives District 47A](/us/states/md/districts/house/47a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/dylan-behler.md b/data/jurisdictions/us/states/md/people/dylan-behler.md
index 20bce1c45e..56f170373c 100644
--- a/data/jurisdictions/us/states/md/people/dylan-behler.md
+++ b/data/jurisdictions/us/states/md/people/dylan-behler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 30A"
+represents: "us/states/md/districts/house/30a"
 tenure:
   start: "2025-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 30A (MD State House of Representatives District 30A).
 
+Represents [MD State House of Representatives District 30A](/us/states/md/districts/house/30a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/edith-patterson.md b/data/jurisdictions/us/states/md/people/edith-patterson.md
index 2e4cf9a4be..7c486242c0 100644
--- a/data/jurisdictions/us/states/md/people/edith-patterson.md
+++ b/data/jurisdictions/us/states/md/people/edith-patterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 28"
+represents: "us/states/md/districts/house/28"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 28 (MD State House of Representatives District 28).
 
+Represents [MD State House of Representatives District 28](/us/states/md/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/elizabeth-embry.md b/data/jurisdictions/us/states/md/people/elizabeth-embry.md
index c907d5dfb7..13b6204f66 100644
--- a/data/jurisdictions/us/states/md/people/elizabeth-embry.md
+++ b/data/jurisdictions/us/states/md/people/elizabeth-embry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 43A"
+represents: "us/states/md/districts/house/43a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 43A (MD State House of Representatives District 43A).
 
+Represents [MD State House of Representatives District 43A](/us/states/md/districts/house/43a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/emily-shetty.md b/data/jurisdictions/us/states/md/people/emily-shetty.md
index a1fd9bc6bb..64defca6b2 100644
--- a/data/jurisdictions/us/states/md/people/emily-shetty.md
+++ b/data/jurisdictions/us/states/md/people/emily-shetty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 18"
+represents: "us/states/md/districts/house/18"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 18 (MD State House of Representatives District 18).
 
+Represents [MD State House of Representatives District 18](/us/states/md/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/eric-ebersole.md b/data/jurisdictions/us/states/md/people/eric-ebersole.md
index 2a07275dc6..c386989cb9 100644
--- a/data/jurisdictions/us/states/md/people/eric-ebersole.md
+++ b/data/jurisdictions/us/states/md/people/eric-ebersole.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 44A"
+represents: "us/states/md/districts/house/44a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 44A (MD State House of Representatives District 44A).
 
+Represents [MD State House of Representatives District 44A](/us/states/md/districts/house/44a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/frank-conaway.md b/data/jurisdictions/us/states/md/people/frank-conaway.md
index 406a3ae7c1..399ae44c74 100644
--- a/data/jurisdictions/us/states/md/people/frank-conaway.md
+++ b/data/jurisdictions/us/states/md/people/frank-conaway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 40"
+represents: "us/states/md/districts/house/40"
 tenure:
   start: "2007-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 40 (MD State House of Representatives District 40).
 
+Represents [MD State House of Representatives District 40](/us/states/md/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/gabriel-acevero.md b/data/jurisdictions/us/states/md/people/gabriel-acevero.md
index 09ceca9da0..9851623bde 100644
--- a/data/jurisdictions/us/states/md/people/gabriel-acevero.md
+++ b/data/jurisdictions/us/states/md/people/gabriel-acevero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 39"
+represents: "us/states/md/districts/house/39"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 39 (MD State House of Representatives District 39).
 
+Represents [MD State House of Representatives District 39](/us/states/md/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/gabriel-moreno.md b/data/jurisdictions/us/states/md/people/gabriel-moreno.md
index f612ccab23..f61fff0ba3 100644
--- a/data/jurisdictions/us/states/md/people/gabriel-moreno.md
+++ b/data/jurisdictions/us/states/md/people/gabriel-moreno.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 13"
+represents: "us/states/md/districts/house/13"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 13 (MD State House of Representatives District 13).
 
+Represents [MD State House of Representatives District 13](/us/states/md/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/gary-simmons.md b/data/jurisdictions/us/states/md/people/gary-simmons.md
index becbb7977c..053188675c 100644
--- a/data/jurisdictions/us/states/md/people/gary-simmons.md
+++ b/data/jurisdictions/us/states/md/people/gary-simmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 12B"
+represents: "us/states/md/districts/house/12b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 12B (MD State House of Representatives District 12B).
 
+Represents [MD State House of Representatives District 12B](/us/states/md/districts/house/12b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/greg-wims.md b/data/jurisdictions/us/states/md/people/greg-wims.md
index e4c771b612..b31f3e9246 100644
--- a/data/jurisdictions/us/states/md/people/greg-wims.md
+++ b/data/jurisdictions/us/states/md/people/greg-wims.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 39"
+represents: "us/states/md/districts/house/39"
 tenure:
   start: "2023-05-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 39 (MD State House of Representatives District 39).
 
+Represents [MD State House of Representatives District 39](/us/states/md/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/guy-guzzone.md b/data/jurisdictions/us/states/md/people/guy-guzzone.md
index baa8149e7e..40f57f8b6b 100644
--- a/data/jurisdictions/us/states/md/people/guy-guzzone.md
+++ b/data/jurisdictions/us/states/md/people/guy-guzzone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 13"
+represents: "us/states/md/districts/senate/13"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 13 (MD State Senate District 13).
 
+Represents [MD State Senate District 13](/us/states/md/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/harry-bhandari.md b/data/jurisdictions/us/states/md/people/harry-bhandari.md
index 8ad88bd37c..802eabfb90 100644
--- a/data/jurisdictions/us/states/md/people/harry-bhandari.md
+++ b/data/jurisdictions/us/states/md/people/harry-bhandari.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 8"
+represents: "us/states/md/districts/house/8"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 8 (MD State House of Representatives District 8).
 
+Represents [MD State House of Representatives District 8](/us/states/md/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/heather-bagnall-tudball.md b/data/jurisdictions/us/states/md/people/heather-bagnall-tudball.md
index 10334d7b06..4f674e14a9 100644
--- a/data/jurisdictions/us/states/md/people/heather-bagnall-tudball.md
+++ b/data/jurisdictions/us/states/md/people/heather-bagnall-tudball.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 33C"
+represents: "us/states/md/districts/house/33c"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 33C (MD State House of Representatives District 33C).
 
+Represents [MD State House of Representatives District 33C](/us/states/md/districts/house/33c.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/j-b-jennings.md b/data/jurisdictions/us/states/md/people/j-b-jennings.md
index 62b65ab015..9a9f50da5d 100644
--- a/data/jurisdictions/us/states/md/people/j-b-jennings.md
+++ b/data/jurisdictions/us/states/md/people/j-b-jennings.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 7"
+represents: "us/states/md/districts/senate/7"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 7 (MD State Senate District 7).
 
+Represents [MD State Senate District 7](/us/states/md/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jack-bailey.md b/data/jurisdictions/us/states/md/people/jack-bailey.md
index 7ba88a83cd..4466b2556f 100644
--- a/data/jurisdictions/us/states/md/people/jack-bailey.md
+++ b/data/jurisdictions/us/states/md/people/jack-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 29"
+represents: "us/states/md/districts/senate/29"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 29 (MD State Senate District 29).
 
+Represents [MD State Senate District 29](/us/states/md/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jackie-addison.md b/data/jurisdictions/us/states/md/people/jackie-addison.md
index d0b346064b..8464134d27 100644
--- a/data/jurisdictions/us/states/md/people/jackie-addison.md
+++ b/data/jurisdictions/us/states/md/people/jackie-addison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 45"
+represents: "us/states/md/districts/house/45"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 45 (MD State House of Representatives District 45).
 
+Represents [MD State House of Representatives District 45](/us/states/md/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jamila-woods.md b/data/jurisdictions/us/states/md/people/jamila-woods.md
index 969dc4efb9..b50373c568 100644
--- a/data/jurisdictions/us/states/md/people/jamila-woods.md
+++ b/data/jurisdictions/us/states/md/people/jamila-woods.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 26"
+represents: "us/states/md/districts/house/26"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 26 (MD State House of Representatives District 26).
 
+Represents [MD State House of Representatives District 26](/us/states/md/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jared-solomon.md b/data/jurisdictions/us/states/md/people/jared-solomon.md
index 4448f168fb..b0ff2553a7 100644
--- a/data/jurisdictions/us/states/md/people/jared-solomon.md
+++ b/data/jurisdictions/us/states/md/people/jared-solomon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 18"
+represents: "us/states/md/districts/house/18"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 18 (MD State House of Representatives District 18).
 
+Represents [MD State House of Representatives District 18](/us/states/md/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jason-buckel.md b/data/jurisdictions/us/states/md/people/jason-buckel.md
index f79e1b4471..eb8a4d70cd 100644
--- a/data/jurisdictions/us/states/md/people/jason-buckel.md
+++ b/data/jurisdictions/us/states/md/people/jason-buckel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 1B"
+represents: "us/states/md/districts/house/1b"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 1B (MD State House of Representatives District 1B).
 
+Represents [MD State House of Representatives District 1B](/us/states/md/districts/house/1b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jason-gallion.md b/data/jurisdictions/us/states/md/people/jason-gallion.md
index 13e64b1d52..4ce6b360ed 100644
--- a/data/jurisdictions/us/states/md/people/jason-gallion.md
+++ b/data/jurisdictions/us/states/md/people/jason-gallion.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 35"
+represents: "us/states/md/districts/senate/35"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 35 (MD State Senate District 35).
 
+Represents [MD State Senate District 35](/us/states/md/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jay-jacobs.md b/data/jurisdictions/us/states/md/people/jay-jacobs.md
index 67dcb32bbf..07bd7e384e 100644
--- a/data/jurisdictions/us/states/md/people/jay-jacobs.md
+++ b/data/jurisdictions/us/states/md/people/jay-jacobs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 36"
+represents: "us/states/md/districts/house/36"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 36 (MD State House of Representatives District 36).
 
+Represents [MD State House of Representatives District 36](/us/states/md/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jeff-ghrist.md b/data/jurisdictions/us/states/md/people/jeff-ghrist.md
index 1a273331e6..0e8fb778b2 100644
--- a/data/jurisdictions/us/states/md/people/jeff-ghrist.md
+++ b/data/jurisdictions/us/states/md/people/jeff-ghrist.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 36"
+represents: "us/states/md/districts/house/36"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 36 (MD State House of Representatives District 36).
 
+Represents [MD State House of Representatives District 36](/us/states/md/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jeff-long.md b/data/jurisdictions/us/states/md/people/jeff-long.md
index bf41e04d19..e1a8c57b89 100644
--- a/data/jurisdictions/us/states/md/people/jeff-long.md
+++ b/data/jurisdictions/us/states/md/people/jeff-long.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 27B"
+represents: "us/states/md/districts/house/27b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 27B (MD State House of Representatives District 27B).
 
+Represents [MD State House of Representatives District 27B](/us/states/md/districts/house/27b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jeff-waldstreicher.md b/data/jurisdictions/us/states/md/people/jeff-waldstreicher.md
index e9b7c34335..ad504b9c96 100644
--- a/data/jurisdictions/us/states/md/people/jeff-waldstreicher.md
+++ b/data/jurisdictions/us/states/md/people/jeff-waldstreicher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 18"
+represents: "us/states/md/districts/senate/18"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 18 (MD State Senate District 18).
 
+Represents [MD State Senate District 18](/us/states/md/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jen-terrasa.md b/data/jurisdictions/us/states/md/people/jen-terrasa.md
index d376a56117..0635c0559d 100644
--- a/data/jurisdictions/us/states/md/people/jen-terrasa.md
+++ b/data/jurisdictions/us/states/md/people/jen-terrasa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 13"
+represents: "us/states/md/districts/house/13"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 13 (MD State House of Representatives District 13).
 
+Represents [MD State House of Representatives District 13](/us/states/md/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jennifer-white-holland.md b/data/jurisdictions/us/states/md/people/jennifer-white-holland.md
index 1eae341641..032cdbc957 100644
--- a/data/jurisdictions/us/states/md/people/jennifer-white-holland.md
+++ b/data/jurisdictions/us/states/md/people/jennifer-white-holland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 10"
+represents: "us/states/md/districts/house/10"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 10 (MD State House of Representatives District 10).
 
+Represents [MD State House of Representatives District 10](/us/states/md/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jesse-pippy.md b/data/jurisdictions/us/states/md/people/jesse-pippy.md
index d192426701..895977678a 100644
--- a/data/jurisdictions/us/states/md/people/jesse-pippy.md
+++ b/data/jurisdictions/us/states/md/people/jesse-pippy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 4"
+represents: "us/states/md/districts/house/4"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 4 (MD State House of Representatives District 4).
 
+Represents [MD State House of Representatives District 4](/us/states/md/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jessica-feldmark.md b/data/jurisdictions/us/states/md/people/jessica-feldmark.md
index 23e3fbaaf8..2bea5f471a 100644
--- a/data/jurisdictions/us/states/md/people/jessica-feldmark.md
+++ b/data/jurisdictions/us/states/md/people/jessica-feldmark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 12A"
+represents: "us/states/md/districts/house/12a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 12A (MD State House of Representatives District 12A).
 
+Represents [MD State House of Representatives District 12A](/us/states/md/districts/house/12a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jheanelle-wilkins.md b/data/jurisdictions/us/states/md/people/jheanelle-wilkins.md
index cca6b2b28f..1c1b74d8f0 100644
--- a/data/jurisdictions/us/states/md/people/jheanelle-wilkins.md
+++ b/data/jurisdictions/us/states/md/people/jheanelle-wilkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 20"
+represents: "us/states/md/districts/house/20"
 tenure:
   start: "2017-01-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 20 (MD State House of Representatives District 20).
 
+Represents [MD State House of Representatives District 20](/us/states/md/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jim-hinebaugh.md b/data/jurisdictions/us/states/md/people/jim-hinebaugh.md
index 3dbd4671fe..3bf1ac0377 100644
--- a/data/jurisdictions/us/states/md/people/jim-hinebaugh.md
+++ b/data/jurisdictions/us/states/md/people/jim-hinebaugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 1A"
+represents: "us/states/md/districts/house/1a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 1A (MD State House of Representatives District 1A).
 
+Represents [MD State House of Representatives District 1A](/us/states/md/districts/house/1a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jim-rosapepe.md b/data/jurisdictions/us/states/md/people/jim-rosapepe.md
index ad4cc65264..a82ea93afd 100644
--- a/data/jurisdictions/us/states/md/people/jim-rosapepe.md
+++ b/data/jurisdictions/us/states/md/people/jim-rosapepe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 21"
+represents: "us/states/md/districts/senate/21"
 tenure:
   start: "2007-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 21 (MD State Senate District 21).
 
+Represents [MD State Senate District 21](/us/states/md/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/joanne-benson.md b/data/jurisdictions/us/states/md/people/joanne-benson.md
index a440bd2298..d6121a283b 100644
--- a/data/jurisdictions/us/states/md/people/joanne-benson.md
+++ b/data/jurisdictions/us/states/md/people/joanne-benson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 24"
+represents: "us/states/md/districts/senate/24"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 24 (MD State Senate District 24).
 
+Represents [MD State Senate District 24](/us/states/md/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/joe-vogel.md b/data/jurisdictions/us/states/md/people/joe-vogel.md
index 4ec4f81fdb..5ff08e56ed 100644
--- a/data/jurisdictions/us/states/md/people/joe-vogel.md
+++ b/data/jurisdictions/us/states/md/people/joe-vogel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 17"
+represents: "us/states/md/districts/house/17"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 17 (MD State House of Representatives District 17).
 
+Represents [MD State House of Representatives District 17](/us/states/md/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/johnny-mautz.md b/data/jurisdictions/us/states/md/people/johnny-mautz.md
index ee145e9354..f1252266b7 100644
--- a/data/jurisdictions/us/states/md/people/johnny-mautz.md
+++ b/data/jurisdictions/us/states/md/people/johnny-mautz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 37"
+represents: "us/states/md/districts/senate/37"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 37 (MD State Senate District 37).
 
+Represents [MD State Senate District 37](/us/states/md/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/johnny-salling.md b/data/jurisdictions/us/states/md/people/johnny-salling.md
index 8271db1fdc..d00ce34790 100644
--- a/data/jurisdictions/us/states/md/people/johnny-salling.md
+++ b/data/jurisdictions/us/states/md/people/johnny-salling.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 6"
+represents: "us/states/md/districts/senate/6"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 6 (MD State Senate District 6).
 
+Represents [MD State Senate District 6](/us/states/md/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/jon-cardin.md b/data/jurisdictions/us/states/md/people/jon-cardin.md
index 8b5efab279..136b141b19 100644
--- a/data/jurisdictions/us/states/md/people/jon-cardin.md
+++ b/data/jurisdictions/us/states/md/people/jon-cardin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 11B"
+represents: "us/states/md/districts/house/11b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 11B (MD State House of Representatives District 11B).
 
+Represents [MD State House of Representatives District 11B](/us/states/md/districts/house/11b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/joseline-pena-melnyk.md b/data/jurisdictions/us/states/md/people/joseline-pena-melnyk.md
index 191e9bf96b..e778c56680 100644
--- a/data/jurisdictions/us/states/md/people/joseline-pena-melnyk.md
+++ b/data/jurisdictions/us/states/md/people/joseline-pena-melnyk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 21"
+represents: "us/states/md/districts/house/21"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 21 (MD State House of Representatives District 21).
 
+Represents [MD State House of Representatives District 21](/us/states/md/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/josh-stonko.md b/data/jurisdictions/us/states/md/people/josh-stonko.md
index fc991ace80..885c9a8d24 100644
--- a/data/jurisdictions/us/states/md/people/josh-stonko.md
+++ b/data/jurisdictions/us/states/md/people/josh-stonko.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 42C"
+represents: "us/states/md/districts/house/42c"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 42C (MD State House of Representatives District 42C).
 
+Represents [MD State House of Representatives District 42C](/us/states/md/districts/house/42c.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/julian-ivey.md b/data/jurisdictions/us/states/md/people/julian-ivey.md
index 2b65d6a010..d3fd5a9a7e 100644
--- a/data/jurisdictions/us/states/md/people/julian-ivey.md
+++ b/data/jurisdictions/us/states/md/people/julian-ivey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 47A"
+represents: "us/states/md/districts/house/47a"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 47A (MD State House of Representatives District 47A).
 
+Represents [MD State House of Representatives District 47A](/us/states/md/districts/house/47a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/julie-palakovich-carr.md b/data/jurisdictions/us/states/md/people/julie-palakovich-carr.md
index 4ba566c433..fae60bd4ba 100644
--- a/data/jurisdictions/us/states/md/people/julie-palakovich-carr.md
+++ b/data/jurisdictions/us/states/md/people/julie-palakovich-carr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 17"
+represents: "us/states/md/districts/house/17"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 17 (MD State House of Representatives District 17).
 
+Represents [MD State House of Representatives District 17](/us/states/md/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/justin-ready.md b/data/jurisdictions/us/states/md/people/justin-ready.md
index 2e3e4144ec..c2015fdde3 100644
--- a/data/jurisdictions/us/states/md/people/justin-ready.md
+++ b/data/jurisdictions/us/states/md/people/justin-ready.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 5"
+represents: "us/states/md/districts/senate/5"
 tenure:
   start: "2015-02-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 5 (MD State Senate District 5).
 
+Represents [MD State Senate District 5](/us/states/md/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/karen-simpson.md b/data/jurisdictions/us/states/md/people/karen-simpson.md
index 319e4d0aef..01bdada3d1 100644
--- a/data/jurisdictions/us/states/md/people/karen-simpson.md
+++ b/data/jurisdictions/us/states/md/people/karen-simpson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 3"
+represents: "us/states/md/districts/house/3"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 3 (MD State House of Representatives District 3).
 
+Represents [MD State House of Representatives District 3](/us/states/md/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/karen-toles.md b/data/jurisdictions/us/states/md/people/karen-toles.md
index d37173f06f..2a7047afd7 100644
--- a/data/jurisdictions/us/states/md/people/karen-toles.md
+++ b/data/jurisdictions/us/states/md/people/karen-toles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 25"
+represents: "us/states/md/districts/house/25"
 tenure:
   start: "2022-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 25 (MD State House of Representatives District 25).
 
+Represents [MD State House of Representatives District 25](/us/states/md/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/karen-young.md b/data/jurisdictions/us/states/md/people/karen-young.md
index 9076cdc984..2567330175 100644
--- a/data/jurisdictions/us/states/md/people/karen-young.md
+++ b/data/jurisdictions/us/states/md/people/karen-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 3"
+represents: "us/states/md/districts/senate/3"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 3 (MD State Senate District 3).
 
+Represents [MD State Senate District 3](/us/states/md/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/kathy-szeliga.md b/data/jurisdictions/us/states/md/people/kathy-szeliga.md
index 4d091895a4..4913c92e0d 100644
--- a/data/jurisdictions/us/states/md/people/kathy-szeliga.md
+++ b/data/jurisdictions/us/states/md/people/kathy-szeliga.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 7A"
+represents: "us/states/md/districts/house/7a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 7A (MD State House of Representatives District 7A).
 
+Represents [MD State House of Representatives District 7A](/us/states/md/districts/house/7a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/katie-hester.md b/data/jurisdictions/us/states/md/people/katie-hester.md
index a7adc68500..8f1c8e7a10 100644
--- a/data/jurisdictions/us/states/md/people/katie-hester.md
+++ b/data/jurisdictions/us/states/md/people/katie-hester.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 9"
+represents: "us/states/md/districts/senate/9"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 9 (MD State Senate District 9).
 
+Represents [MD State Senate District 9](/us/states/md/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/ken-kerr.md b/data/jurisdictions/us/states/md/people/ken-kerr.md
index da3bc134cc..e67fdb1729 100644
--- a/data/jurisdictions/us/states/md/people/ken-kerr.md
+++ b/data/jurisdictions/us/states/md/people/ken-kerr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 3"
+represents: "us/states/md/districts/house/3"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 3 (MD State House of Representatives District 3).
 
+Represents [MD State House of Representatives District 3](/us/states/md/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/kent-roberson.md b/data/jurisdictions/us/states/md/people/kent-roberson.md
index 972421ce8b..3328b9aff0 100644
--- a/data/jurisdictions/us/states/md/people/kent-roberson.md
+++ b/data/jurisdictions/us/states/md/people/kent-roberson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 25"
+represents: "us/states/md/districts/house/25"
 tenure:
   start: "2023-05-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 25 (MD State House of Representatives District 25).
 
+Represents [MD State House of Representatives District 25](/us/states/md/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/kevin-anderson.md b/data/jurisdictions/us/states/md/people/kevin-anderson.md
index 57172e58c4..69f60f1edc 100644
--- a/data/jurisdictions/us/states/md/people/kevin-anderson.md
+++ b/data/jurisdictions/us/states/md/people/kevin-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 38A"
+represents: "us/states/md/districts/house/38a"
 tenure:
   start: "2025-12-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 38A (MD State House of Representatives District 38A).
 
+Represents [MD State House of Representatives District 38A](/us/states/md/districts/house/38a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/kevin-harris.md b/data/jurisdictions/us/states/md/people/kevin-harris.md
index 1036f87789..82cc9888b3 100644
--- a/data/jurisdictions/us/states/md/people/kevin-harris.md
+++ b/data/jurisdictions/us/states/md/people/kevin-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 27"
+represents: "us/states/md/districts/senate/27"
 tenure:
   start: "2025-12-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 27 (MD State Senate District 27).
 
+Represents [MD State Senate District 27](/us/states/md/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/kevin-hornberger.md b/data/jurisdictions/us/states/md/people/kevin-hornberger.md
index bac9662dd7..9f07cd37a4 100644
--- a/data/jurisdictions/us/states/md/people/kevin-hornberger.md
+++ b/data/jurisdictions/us/states/md/people/kevin-hornberger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 35B"
+represents: "us/states/md/districts/house/35b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 35B (MD State House of Representatives District 35B).
 
+Represents [MD State House of Representatives District 35B](/us/states/md/districts/house/35b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/kim-ross.md b/data/jurisdictions/us/states/md/people/kim-ross.md
index 2ea16b9422..77c03817a8 100644
--- a/data/jurisdictions/us/states/md/people/kim-ross.md
+++ b/data/jurisdictions/us/states/md/people/kim-ross.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 8"
+represents: "us/states/md/districts/house/8"
 tenure:
   start: "2025-03-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 8 (MD State House of Representatives District 8).
 
+Represents [MD State House of Representatives District 8](/us/states/md/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/kris-fair.md b/data/jurisdictions/us/states/md/people/kris-fair.md
index 7341493cf7..eb858fbf99 100644
--- a/data/jurisdictions/us/states/md/people/kris-fair.md
+++ b/data/jurisdictions/us/states/md/people/kris-fair.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 3"
+represents: "us/states/md/districts/house/3"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 3 (MD State House of Representatives District 3).
 
+Represents [MD State House of Representatives District 3](/us/states/md/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/kris-valderrama.md b/data/jurisdictions/us/states/md/people/kris-valderrama.md
index f245d6e638..f4e81ffede 100644
--- a/data/jurisdictions/us/states/md/people/kris-valderrama.md
+++ b/data/jurisdictions/us/states/md/people/kris-valderrama.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 26"
+represents: "us/states/md/districts/house/26"
 tenure:
   start: "2007-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 26 (MD State House of Representatives District 26).
 
+Represents [MD State House of Representatives District 26](/us/states/md/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/kym-taylor.md b/data/jurisdictions/us/states/md/people/kym-taylor.md
index ed5c999baa..d4db53fee2 100644
--- a/data/jurisdictions/us/states/md/people/kym-taylor.md
+++ b/data/jurisdictions/us/states/md/people/kym-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 23"
+represents: "us/states/md/districts/house/23"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 23 (MD State House of Representatives District 23).
 
+Represents [MD State House of Representatives District 23](/us/states/md/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/latoya-nkongolo.md b/data/jurisdictions/us/states/md/people/latoya-nkongolo.md
index b753113262..d0e2fcfd27 100644
--- a/data/jurisdictions/us/states/md/people/latoya-nkongolo.md
+++ b/data/jurisdictions/us/states/md/people/latoya-nkongolo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 31"
+represents: "us/states/md/districts/house/31"
 tenure:
   start: "2025-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 31 (MD State House of Representatives District 31).
 
+Represents [MD State House of Representatives District 31](/us/states/md/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/lauren-arikan.md b/data/jurisdictions/us/states/md/people/lauren-arikan.md
index 1589f5302d..97e4d08e81 100644
--- a/data/jurisdictions/us/states/md/people/lauren-arikan.md
+++ b/data/jurisdictions/us/states/md/people/lauren-arikan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 7B"
+represents: "us/states/md/districts/house/7b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 7B (MD State House of Representatives District 7B).
 
+Represents [MD State House of Representatives District 7B](/us/states/md/districts/house/7b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/lesley-lopez.md b/data/jurisdictions/us/states/md/people/lesley-lopez.md
index a1d6d6bfbd..1c99434234 100644
--- a/data/jurisdictions/us/states/md/people/lesley-lopez.md
+++ b/data/jurisdictions/us/states/md/people/lesley-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 39"
+represents: "us/states/md/districts/house/39"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 39 (MD State House of Representatives District 39).
 
+Represents [MD State House of Representatives District 39](/us/states/md/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/lily-qi.md b/data/jurisdictions/us/states/md/people/lily-qi.md
index a932359a2d..1c0cf1990e 100644
--- a/data/jurisdictions/us/states/md/people/lily-qi.md
+++ b/data/jurisdictions/us/states/md/people/lily-qi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 15"
+represents: "us/states/md/districts/house/15"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 15 (MD State House of Representatives District 15).
 
+Represents [MD State House of Representatives District 15](/us/states/md/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/linda-foley.md b/data/jurisdictions/us/states/md/people/linda-foley.md
index 7ed8cdccd9..8b6c148b2e 100644
--- a/data/jurisdictions/us/states/md/people/linda-foley.md
+++ b/data/jurisdictions/us/states/md/people/linda-foley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 15"
+represents: "us/states/md/districts/house/15"
 tenure:
   start: "2021-12-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 15 (MD State House of Representatives District 15).
 
+Represents [MD State House of Representatives District 15](/us/states/md/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/lorig-charkoudian.md b/data/jurisdictions/us/states/md/people/lorig-charkoudian.md
index f49513a92b..f17f2f0273 100644
--- a/data/jurisdictions/us/states/md/people/lorig-charkoudian.md
+++ b/data/jurisdictions/us/states/md/people/lorig-charkoudian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 20"
+represents: "us/states/md/districts/house/20"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 20 (MD State House of Representatives District 20).
 
+Represents [MD State House of Representatives District 20](/us/states/md/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/luke-clippinger.md b/data/jurisdictions/us/states/md/people/luke-clippinger.md
index 56deea9abc..1bea22aade 100644
--- a/data/jurisdictions/us/states/md/people/luke-clippinger.md
+++ b/data/jurisdictions/us/states/md/people/luke-clippinger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 46"
+represents: "us/states/md/districts/house/46"
 tenure:
   start: "2011-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 46 (MD State House of Representatives District 46).
 
+Represents [MD State House of Representatives District 46](/us/states/md/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/malcolm-augustine.md b/data/jurisdictions/us/states/md/people/malcolm-augustine.md
index dd8c04d82f..632cc6a6f3 100644
--- a/data/jurisdictions/us/states/md/people/malcolm-augustine.md
+++ b/data/jurisdictions/us/states/md/people/malcolm-augustine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 47"
+represents: "us/states/md/districts/senate/47"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 47 (MD State Senate District 47).
 
+Represents [MD State Senate District 47](/us/states/md/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/malcolm-ruff.md b/data/jurisdictions/us/states/md/people/malcolm-ruff.md
index 04a12b6565..b7cffd896e 100644
--- a/data/jurisdictions/us/states/md/people/malcolm-ruff.md
+++ b/data/jurisdictions/us/states/md/people/malcolm-ruff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 41"
+represents: "us/states/md/districts/house/41"
 tenure:
   start: "2023-07-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 41 (MD State House of Representatives District 41).
 
+Represents [MD State House of Representatives District 41](/us/states/md/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/marc-korman.md b/data/jurisdictions/us/states/md/people/marc-korman.md
index 27794edbc0..512cc0deab 100644
--- a/data/jurisdictions/us/states/md/people/marc-korman.md
+++ b/data/jurisdictions/us/states/md/people/marc-korman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 16"
+represents: "us/states/md/districts/house/16"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 16 (MD State House of Representatives District 16).
 
+Represents [MD State House of Representatives District 16](/us/states/md/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/mark-chang.md b/data/jurisdictions/us/states/md/people/mark-chang.md
index db9050f6b6..0408c00f8c 100644
--- a/data/jurisdictions/us/states/md/people/mark-chang.md
+++ b/data/jurisdictions/us/states/md/people/mark-chang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 32"
+represents: "us/states/md/districts/house/32"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 32 (MD State House of Representatives District 32).
 
+Represents [MD State House of Representatives District 32](/us/states/md/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/mark-edelson.md b/data/jurisdictions/us/states/md/people/mark-edelson.md
index 03bfc0037c..c8c59594a0 100644
--- a/data/jurisdictions/us/states/md/people/mark-edelson.md
+++ b/data/jurisdictions/us/states/md/people/mark-edelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 46"
+represents: "us/states/md/districts/house/46"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 46 (MD State House of Representatives District 46).
 
+Represents [MD State House of Representatives District 46](/us/states/md/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/mark-fisher.md b/data/jurisdictions/us/states/md/people/mark-fisher.md
index 3701c6e6c3..ac84f4ee83 100644
--- a/data/jurisdictions/us/states/md/people/mark-fisher.md
+++ b/data/jurisdictions/us/states/md/people/mark-fisher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 27C"
+represents: "us/states/md/districts/house/27c"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 27C (MD State House of Representatives District 27C).
 
+Represents [MD State House of Representatives District 27C](/us/states/md/districts/house/27c.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/marlon-amprey.md b/data/jurisdictions/us/states/md/people/marlon-amprey.md
index e95ce9373e..4da516a7a6 100644
--- a/data/jurisdictions/us/states/md/people/marlon-amprey.md
+++ b/data/jurisdictions/us/states/md/people/marlon-amprey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 40"
+represents: "us/states/md/districts/house/40"
 tenure:
   start: "2021-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 40 (MD State House of Representatives District 40).
 
+Represents [MD State House of Representatives District 40](/us/states/md/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/marvin-holmes.md b/data/jurisdictions/us/states/md/people/marvin-holmes.md
index ca1e52dbb8..50b61bf9d0 100644
--- a/data/jurisdictions/us/states/md/people/marvin-holmes.md
+++ b/data/jurisdictions/us/states/md/people/marvin-holmes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 23"
+represents: "us/states/md/districts/house/23"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 23 (MD State House of Representatives District 23).
 
+Represents [MD State House of Representatives District 23](/us/states/md/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/mary-beth-carozza.md b/data/jurisdictions/us/states/md/people/mary-beth-carozza.md
index 7b69c2aed8..e64685600c 100644
--- a/data/jurisdictions/us/states/md/people/mary-beth-carozza.md
+++ b/data/jurisdictions/us/states/md/people/mary-beth-carozza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 38"
+represents: "us/states/md/districts/senate/38"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 38 (MD State Senate District 38).
 
+Represents [MD State Senate District 38](/us/states/md/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/mary-dulany-james.md b/data/jurisdictions/us/states/md/people/mary-dulany-james.md
index 90617468e9..e85f7149af 100644
--- a/data/jurisdictions/us/states/md/people/mary-dulany-james.md
+++ b/data/jurisdictions/us/states/md/people/mary-dulany-james.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 34"
+represents: "us/states/md/districts/senate/34"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 34 (MD State Senate District 34).
 
+Represents [MD State Senate District 34](/us/states/md/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/mary-lehman.md b/data/jurisdictions/us/states/md/people/mary-lehman.md
index 7cb8540430..06592b4dc6 100644
--- a/data/jurisdictions/us/states/md/people/mary-lehman.md
+++ b/data/jurisdictions/us/states/md/people/mary-lehman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 21"
+represents: "us/states/md/districts/house/21"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 21 (MD State House of Representatives District 21).
 
+Represents [MD State House of Representatives District 21](/us/states/md/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/mary-washington.md b/data/jurisdictions/us/states/md/people/mary-washington.md
index 74834867d2..73c32043f4 100644
--- a/data/jurisdictions/us/states/md/people/mary-washington.md
+++ b/data/jurisdictions/us/states/md/people/mary-washington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 43"
+represents: "us/states/md/districts/senate/43"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 43 (MD State Senate District 43).
 
+Represents [MD State Senate District 43](/us/states/md/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/matt-morgan.md b/data/jurisdictions/us/states/md/people/matt-morgan.md
index da3ebf2a2d..75713dc055 100644
--- a/data/jurisdictions/us/states/md/people/matt-morgan.md
+++ b/data/jurisdictions/us/states/md/people/matt-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 29A"
+represents: "us/states/md/districts/house/29a"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 29A (MD State House of Representatives District 29A).
 
+Represents [MD State House of Representatives District 29A](/us/states/md/districts/house/29a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/matthew-schindler.md b/data/jurisdictions/us/states/md/people/matthew-schindler.md
index 95b69592f2..5bb653a1de 100644
--- a/data/jurisdictions/us/states/md/people/matthew-schindler.md
+++ b/data/jurisdictions/us/states/md/people/matthew-schindler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 2B"
+represents: "us/states/md/districts/house/2b"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 2B (MD State House of Representatives District 2B).
 
+Represents [MD State House of Representatives District 2B](/us/states/md/districts/house/2b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/melissa-wells.md b/data/jurisdictions/us/states/md/people/melissa-wells.md
index 20ae76aa87..aef0171cfe 100644
--- a/data/jurisdictions/us/states/md/people/melissa-wells.md
+++ b/data/jurisdictions/us/states/md/people/melissa-wells.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 40"
+represents: "us/states/md/districts/house/40"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 40 (MD State House of Representatives District 40).
 
+Represents [MD State House of Representatives District 40](/us/states/md/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/michele-guyton.md b/data/jurisdictions/us/states/md/people/michele-guyton.md
index a8db24ceb7..f570e76d19 100644
--- a/data/jurisdictions/us/states/md/people/michele-guyton.md
+++ b/data/jurisdictions/us/states/md/people/michele-guyton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 42B"
+represents: "us/states/md/districts/house/42b"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 42B (MD State House of Representatives District 42B).
 
+Represents [MD State House of Representatives District 42B](/us/states/md/districts/house/42b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/mike-griffith.md b/data/jurisdictions/us/states/md/people/mike-griffith.md
index 4c8959b8b8..8327b5a274 100644
--- a/data/jurisdictions/us/states/md/people/mike-griffith.md
+++ b/data/jurisdictions/us/states/md/people/mike-griffith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 35A"
+represents: "us/states/md/districts/house/35a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 35A (MD State House of Representatives District 35A).
 
+Represents [MD State House of Representatives District 35A](/us/states/md/districts/house/35a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/mike-mckay.md b/data/jurisdictions/us/states/md/people/mike-mckay.md
index 8f4a02eb61..092597df03 100644
--- a/data/jurisdictions/us/states/md/people/mike-mckay.md
+++ b/data/jurisdictions/us/states/md/people/mike-mckay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 1"
+represents: "us/states/md/districts/senate/1"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 1 (MD State Senate District 1).
 
+Represents [MD State Senate District 1](/us/states/md/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/mike-rogers.md b/data/jurisdictions/us/states/md/people/mike-rogers.md
index ae9536c700..8c2b9efe68 100644
--- a/data/jurisdictions/us/states/md/people/mike-rogers.md
+++ b/data/jurisdictions/us/states/md/people/mike-rogers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 32"
+represents: "us/states/md/districts/house/32"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 32 (MD State House of Representatives District 32).
 
+Represents [MD State House of Representatives District 32](/us/states/md/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/nancy-king.md b/data/jurisdictions/us/states/md/people/nancy-king.md
index 911930fea6..34c564278d 100644
--- a/data/jurisdictions/us/states/md/people/nancy-king.md
+++ b/data/jurisdictions/us/states/md/people/nancy-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 39"
+represents: "us/states/md/districts/senate/39"
 tenure:
   start: "2007-09-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 39 (MD State Senate District 39).
 
+Represents [MD State Senate District 39](/us/states/md/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/natalie-ziegler.md b/data/jurisdictions/us/states/md/people/natalie-ziegler.md
index 1d70daba7e..a09b6df2ac 100644
--- a/data/jurisdictions/us/states/md/people/natalie-ziegler.md
+++ b/data/jurisdictions/us/states/md/people/natalie-ziegler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 9A"
+represents: "us/states/md/districts/house/9a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 9A (MD State House of Representatives District 9A).
 
+Represents [MD State House of Representatives District 9A](/us/states/md/districts/house/9a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/nic-kipke.md b/data/jurisdictions/us/states/md/people/nic-kipke.md
index 5797815fee..c3a88d113f 100644
--- a/data/jurisdictions/us/states/md/people/nic-kipke.md
+++ b/data/jurisdictions/us/states/md/people/nic-kipke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 31"
+represents: "us/states/md/districts/house/31"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 31 (MD State House of Representatives District 31).
 
+Represents [MD State House of Representatives District 31](/us/states/md/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/nick-allen.md b/data/jurisdictions/us/states/md/people/nick-allen.md
index 6989d74d04..6180918ba5 100644
--- a/data/jurisdictions/us/states/md/people/nick-allen.md
+++ b/data/jurisdictions/us/states/md/people/nick-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 8"
+represents: "us/states/md/districts/house/8"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 8 (MD State House of Representatives District 8).
 
+Represents [MD State House of Representatives District 8](/us/states/md/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/nick-charles.md b/data/jurisdictions/us/states/md/people/nick-charles.md
index 361c317d2a..fd46afba13 100644
--- a/data/jurisdictions/us/states/md/people/nick-charles.md
+++ b/data/jurisdictions/us/states/md/people/nick-charles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 25"
+represents: "us/states/md/districts/senate/25"
 tenure:
   start: "2023-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 25 (MD State Senate District 25).
 
+Represents [MD State Senate District 25](/us/states/md/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/nicole-williams.md b/data/jurisdictions/us/states/md/people/nicole-williams.md
index c41c00a2a6..8847a27017 100644
--- a/data/jurisdictions/us/states/md/people/nicole-williams.md
+++ b/data/jurisdictions/us/states/md/people/nicole-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 22"
+represents: "us/states/md/districts/house/22"
 tenure:
   start: "2019-12-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 22 (MD State House of Representatives District 22).
 
+Represents [MD State House of Representatives District 22](/us/states/md/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/nino-mangione.md b/data/jurisdictions/us/states/md/people/nino-mangione.md
index 104052f2f1..28aa490308 100644
--- a/data/jurisdictions/us/states/md/people/nino-mangione.md
+++ b/data/jurisdictions/us/states/md/people/nino-mangione.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 42A"
+represents: "us/states/md/districts/house/42a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 42A (MD State House of Representatives District 42A).
 
+Represents [MD State House of Representatives District 42A](/us/states/md/districts/house/42a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/pam-beidle.md b/data/jurisdictions/us/states/md/people/pam-beidle.md
index 64a5ff6185..84caeb83b7 100644
--- a/data/jurisdictions/us/states/md/people/pam-beidle.md
+++ b/data/jurisdictions/us/states/md/people/pam-beidle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 32"
+represents: "us/states/md/districts/senate/32"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 32 (MD State Senate District 32).
 
+Represents [MD State Senate District 32](/us/states/md/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/pam-guzzone.md b/data/jurisdictions/us/states/md/people/pam-guzzone.md
index c1e42596d0..8be6d84d8c 100644
--- a/data/jurisdictions/us/states/md/people/pam-guzzone.md
+++ b/data/jurisdictions/us/states/md/people/pam-guzzone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 13"
+represents: "us/states/md/districts/house/13"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 13 (MD State House of Representatives District 13).
 
+Represents [MD State House of Representatives District 13](/us/states/md/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/pam-queen.md b/data/jurisdictions/us/states/md/people/pam-queen.md
index 1423d38e2c..42c4a1deb8 100644
--- a/data/jurisdictions/us/states/md/people/pam-queen.md
+++ b/data/jurisdictions/us/states/md/people/pam-queen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 14"
+represents: "us/states/md/districts/house/14"
 tenure:
   start: "2016-02-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 14 (MD State House of Representatives District 14).
 
+Represents [MD State House of Representatives District 14](/us/states/md/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/paul-corderman.md b/data/jurisdictions/us/states/md/people/paul-corderman.md
index c2e33f6715..a3b762bd6d 100644
--- a/data/jurisdictions/us/states/md/people/paul-corderman.md
+++ b/data/jurisdictions/us/states/md/people/paul-corderman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 2"
+represents: "us/states/md/districts/senate/2"
 tenure:
   start: "2020-09-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 2 (MD State Senate District 2).
 
+Represents [MD State Senate District 2](/us/states/md/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/regina-boyce.md b/data/jurisdictions/us/states/md/people/regina-boyce.md
index 6fd48ecdcb..b9d1178599 100644
--- a/data/jurisdictions/us/states/md/people/regina-boyce.md
+++ b/data/jurisdictions/us/states/md/people/regina-boyce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 43A"
+represents: "us/states/md/districts/house/43a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 43A (MD State House of Representatives District 43A).
 
+Represents [MD State House of Representatives District 43A](/us/states/md/districts/house/43a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/ric-metzgar.md b/data/jurisdictions/us/states/md/people/ric-metzgar.md
index 23b020e717..d2d37c271d 100644
--- a/data/jurisdictions/us/states/md/people/ric-metzgar.md
+++ b/data/jurisdictions/us/states/md/people/ric-metzgar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 6"
+represents: "us/states/md/districts/house/6"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 6 (MD State House of Representatives District 6).
 
+Represents [MD State House of Representatives District 6](/us/states/md/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/robbyn-lewis.md b/data/jurisdictions/us/states/md/people/robbyn-lewis.md
index b798b57b10..6ecfc49c68 100644
--- a/data/jurisdictions/us/states/md/people/robbyn-lewis.md
+++ b/data/jurisdictions/us/states/md/people/robbyn-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 46"
+represents: "us/states/md/districts/house/46"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 46 (MD State House of Representatives District 46).
 
+Represents [MD State House of Representatives District 46](/us/states/md/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/robin-grammer.md b/data/jurisdictions/us/states/md/people/robin-grammer.md
index f44c7afdc4..ab5badb13a 100644
--- a/data/jurisdictions/us/states/md/people/robin-grammer.md
+++ b/data/jurisdictions/us/states/md/people/robin-grammer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 6"
+represents: "us/states/md/districts/house/6"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 6 (MD State House of Representatives District 6).
 
+Represents [MD State House of Representatives District 6](/us/states/md/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/ron-watson.md b/data/jurisdictions/us/states/md/people/ron-watson.md
index 824cedc4a4..a22b93d4da 100644
--- a/data/jurisdictions/us/states/md/people/ron-watson.md
+++ b/data/jurisdictions/us/states/md/people/ron-watson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 23"
+represents: "us/states/md/districts/senate/23"
 tenure:
   start: "2021-08-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 23 (MD State Senate District 23).
 
+Represents [MD State Senate District 23](/us/states/md/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/ryan-nawrocki.md b/data/jurisdictions/us/states/md/people/ryan-nawrocki.md
index f26f2299e6..809ea6f132 100644
--- a/data/jurisdictions/us/states/md/people/ryan-nawrocki.md
+++ b/data/jurisdictions/us/states/md/people/ryan-nawrocki.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 7A"
+represents: "us/states/md/districts/house/7a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 7A (MD State House of Representatives District 7A).
 
+Represents [MD State House of Representatives District 7A](/us/states/md/districts/house/7a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/ryan-spiegel.md b/data/jurisdictions/us/states/md/people/ryan-spiegel.md
index 422700aa38..79a8f738c8 100644
--- a/data/jurisdictions/us/states/md/people/ryan-spiegel.md
+++ b/data/jurisdictions/us/states/md/people/ryan-spiegel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 17"
+represents: "us/states/md/districts/house/17"
 tenure:
   start: "2023-07-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 17 (MD State House of Representatives District 17).
 
+Represents [MD State House of Representatives District 17](/us/states/md/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/sandy-bartlett.md b/data/jurisdictions/us/states/md/people/sandy-bartlett.md
index 595619a12c..65f08b4feb 100644
--- a/data/jurisdictions/us/states/md/people/sandy-bartlett.md
+++ b/data/jurisdictions/us/states/md/people/sandy-bartlett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 32"
+represents: "us/states/md/districts/house/32"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 32 (MD State House of Representatives District 32).
 
+Represents [MD State House of Representatives District 32](/us/states/md/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/sandy-rosenberg.md b/data/jurisdictions/us/states/md/people/sandy-rosenberg.md
index e9fb87ac35..958a069d3a 100644
--- a/data/jurisdictions/us/states/md/people/sandy-rosenberg.md
+++ b/data/jurisdictions/us/states/md/people/sandy-rosenberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 41"
+represents: "us/states/md/districts/house/41"
 tenure:
   start: "1983-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 41 (MD State House of Representatives District 41).
 
+Represents [MD State House of Representatives District 41](/us/states/md/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/sara-love.md b/data/jurisdictions/us/states/md/people/sara-love.md
index f426aef615..eaf1becd5b 100644
--- a/data/jurisdictions/us/states/md/people/sara-love.md
+++ b/data/jurisdictions/us/states/md/people/sara-love.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 16"
+represents: "us/states/md/districts/senate/16"
 tenure:
   start: "2024-06-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 16 (MD State Senate District 16).
 
+Represents [MD State Senate District 16](/us/states/md/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/sarah-wolek.md b/data/jurisdictions/us/states/md/people/sarah-wolek.md
index f41171d772..00835fc71c 100644
--- a/data/jurisdictions/us/states/md/people/sarah-wolek.md
+++ b/data/jurisdictions/us/states/md/people/sarah-wolek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 16"
+represents: "us/states/md/districts/house/16"
 tenure:
   start: "2023-04-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 16 (MD State House of Representatives District 16).
 
+Represents [MD State House of Representatives District 16](/us/states/md/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/scott-phillips.md b/data/jurisdictions/us/states/md/people/scott-phillips.md
index 441cd97972..ab8c69dba9 100644
--- a/data/jurisdictions/us/states/md/people/scott-phillips.md
+++ b/data/jurisdictions/us/states/md/people/scott-phillips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 10"
+represents: "us/states/md/districts/house/10"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 10 (MD State House of Representatives District 10).
 
+Represents [MD State House of Representatives District 10](/us/states/md/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/sean-stinnett.md b/data/jurisdictions/us/states/md/people/sean-stinnett.md
index 075c223156..0dd3c9a61a 100644
--- a/data/jurisdictions/us/states/md/people/sean-stinnett.md
+++ b/data/jurisdictions/us/states/md/people/sean-stinnett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 41"
+represents: "us/states/md/districts/house/41"
 tenure:
   start: "2025-03-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 41 (MD State House of Representatives District 41).
 
+Represents [MD State House of Representatives District 41](/us/states/md/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/seth-howard.md b/data/jurisdictions/us/states/md/people/seth-howard.md
index aee5f73921..41d759f991 100644
--- a/data/jurisdictions/us/states/md/people/seth-howard.md
+++ b/data/jurisdictions/us/states/md/people/seth-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 30B"
+represents: "us/states/md/districts/house/30b"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 30B (MD State House of Representatives District 30B).
 
+Represents [MD State House of Representatives District 30B](/us/states/md/districts/house/30b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/shaneka-henson.md b/data/jurisdictions/us/states/md/people/shaneka-henson.md
index 35bc399f3f..834815f2a3 100644
--- a/data/jurisdictions/us/states/md/people/shaneka-henson.md
+++ b/data/jurisdictions/us/states/md/people/shaneka-henson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 30"
+represents: "us/states/md/districts/senate/30"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 30 (MD State Senate District 30).
 
+Represents [MD State Senate District 30](/us/states/md/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/sheila-ruth.md b/data/jurisdictions/us/states/md/people/sheila-ruth.md
index b9dffc9452..3f40b55ad8 100644
--- a/data/jurisdictions/us/states/md/people/sheila-ruth.md
+++ b/data/jurisdictions/us/states/md/people/sheila-ruth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 44B"
+represents: "us/states/md/districts/house/44b"
 tenure:
   start: "2020-01-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 44B (MD State House of Representatives District 44B).
 
+Represents [MD State House of Representatives District 44B](/us/states/md/districts/house/44b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/shelly-hettleman.md b/data/jurisdictions/us/states/md/people/shelly-hettleman.md
index 22e609dd03..c14105466c 100644
--- a/data/jurisdictions/us/states/md/people/shelly-hettleman.md
+++ b/data/jurisdictions/us/states/md/people/shelly-hettleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 11"
+represents: "us/states/md/districts/senate/11"
 tenure:
   start: "2020-02-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 11 (MD State Senate District 11).
 
+Represents [MD State Senate District 11](/us/states/md/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/sheree-sample-hughes.md b/data/jurisdictions/us/states/md/people/sheree-sample-hughes.md
index d8fd8a946f..f0b6ca28e2 100644
--- a/data/jurisdictions/us/states/md/people/sheree-sample-hughes.md
+++ b/data/jurisdictions/us/states/md/people/sheree-sample-hughes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 37A"
+represents: "us/states/md/districts/house/37a"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 37A (MD State House of Representatives District 37A).
 
+Represents [MD State House of Representatives District 37A](/us/states/md/districts/house/37a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/stephanie-smith.md b/data/jurisdictions/us/states/md/people/stephanie-smith.md
index 78f261e3b2..d007dbccae 100644
--- a/data/jurisdictions/us/states/md/people/stephanie-smith.md
+++ b/data/jurisdictions/us/states/md/people/stephanie-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 45"
+represents: "us/states/md/districts/house/45"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 45 (MD State House of Representatives District 45).
 
+Represents [MD State House of Representatives District 45](/us/states/md/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/steve-arentz.md b/data/jurisdictions/us/states/md/people/steve-arentz.md
index 92c3a168cc..d6f5f2168c 100644
--- a/data/jurisdictions/us/states/md/people/steve-arentz.md
+++ b/data/jurisdictions/us/states/md/people/steve-arentz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 36"
+represents: "us/states/md/districts/house/36"
 tenure:
   start: "2013-11-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 36 (MD State House of Representatives District 36).
 
+Represents [MD State House of Representatives District 36](/us/states/md/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/steve-hershey.md b/data/jurisdictions/us/states/md/people/steve-hershey.md
index 54f03f5260..972dae345d 100644
--- a/data/jurisdictions/us/states/md/people/steve-hershey.md
+++ b/data/jurisdictions/us/states/md/people/steve-hershey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 36"
+represents: "us/states/md/districts/senate/36"
 tenure:
   start: "2013-10-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 36 (MD State Senate District 36).
 
+Represents [MD State Senate District 36](/us/states/md/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/steve-johnson.md b/data/jurisdictions/us/states/md/people/steve-johnson.md
index c9363a296f..e01253154f 100644
--- a/data/jurisdictions/us/states/md/people/steve-johnson.md
+++ b/data/jurisdictions/us/states/md/people/steve-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 34A"
+represents: "us/states/md/districts/house/34a"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 34A (MD State House of Representatives District 34A).
 
+Represents [MD State House of Representatives District 34A](/us/states/md/districts/house/34a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/stuart-schmidt.md b/data/jurisdictions/us/states/md/people/stuart-schmidt.md
index 09960aa694..cb0f2052d3 100644
--- a/data/jurisdictions/us/states/md/people/stuart-schmidt.md
+++ b/data/jurisdictions/us/states/md/people/stuart-schmidt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 33B"
+represents: "us/states/md/districts/house/33b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 33B (MD State House of Representatives District 33B).
 
+Represents [MD State House of Representatives District 33B](/us/states/md/districts/house/33b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/susan-mccomas.md b/data/jurisdictions/us/states/md/people/susan-mccomas.md
index 6409b26751..62c2735192 100644
--- a/data/jurisdictions/us/states/md/people/susan-mccomas.md
+++ b/data/jurisdictions/us/states/md/people/susan-mccomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 34B"
+represents: "us/states/md/districts/house/34b"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 34B (MD State House of Representatives District 34B).
 
+Represents [MD State House of Representatives District 34B](/us/states/md/districts/house/34b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/teresa-reilly.md b/data/jurisdictions/us/states/md/people/teresa-reilly.md
index 1b9cf2099a..e4044912de 100644
--- a/data/jurisdictions/us/states/md/people/teresa-reilly.md
+++ b/data/jurisdictions/us/states/md/people/teresa-reilly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 35A"
+represents: "us/states/md/districts/house/35a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 35A (MD State House of Representatives District 35A).
 
+Represents [MD State House of Representatives District 35A](/us/states/md/districts/house/35a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/teresa-woorman.md b/data/jurisdictions/us/states/md/people/teresa-woorman.md
index 2d7d9deb3e..98c46db51a 100644
--- a/data/jurisdictions/us/states/md/people/teresa-woorman.md
+++ b/data/jurisdictions/us/states/md/people/teresa-woorman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 16"
+represents: "us/states/md/districts/house/16"
 tenure:
   start: "2024-08-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 16 (MD State House of Representatives District 16).
 
+Represents [MD State House of Representatives District 16](/us/states/md/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/terri-hill.md b/data/jurisdictions/us/states/md/people/terri-hill.md
index 0d3c2cf294..f643cbb051 100644
--- a/data/jurisdictions/us/states/md/people/terri-hill.md
+++ b/data/jurisdictions/us/states/md/people/terri-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 12A"
+represents: "us/states/md/districts/house/12a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 12A (MD State House of Representatives District 12A).
 
+Represents [MD State House of Representatives District 12A](/us/states/md/districts/house/12a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/terry-baker.md b/data/jurisdictions/us/states/md/people/terry-baker.md
index b445e81bca..458c43fc5b 100644
--- a/data/jurisdictions/us/states/md/people/terry-baker.md
+++ b/data/jurisdictions/us/states/md/people/terry-baker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 1C"
+represents: "us/states/md/districts/house/1c"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 1C (MD State House of Representatives District 1C).
 
+Represents [MD State House of Representatives District 1C](/us/states/md/districts/house/1c.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/tiffany-alston.md b/data/jurisdictions/us/states/md/people/tiffany-alston.md
index 6c6ada6edb..18f4675ed5 100644
--- a/data/jurisdictions/us/states/md/people/tiffany-alston.md
+++ b/data/jurisdictions/us/states/md/people/tiffany-alston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 24"
+represents: "us/states/md/districts/house/24"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 24 (MD State House of Representatives District 24).
 
+Represents [MD State House of Representatives District 24](/us/states/md/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/todd-morgan.md b/data/jurisdictions/us/states/md/people/todd-morgan.md
index 8c68e9f062..fe2aa7d35d 100644
--- a/data/jurisdictions/us/states/md/people/todd-morgan.md
+++ b/data/jurisdictions/us/states/md/people/todd-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 29C"
+represents: "us/states/md/districts/house/29c"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 29C (MD State House of Representatives District 29C).
 
+Represents [MD State House of Representatives District 29C](/us/states/md/districts/house/29c.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/tom-hutchinson.md b/data/jurisdictions/us/states/md/people/tom-hutchinson.md
index 89757a8c20..64b17b1e97 100644
--- a/data/jurisdictions/us/states/md/people/tom-hutchinson.md
+++ b/data/jurisdictions/us/states/md/people/tom-hutchinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 37B"
+represents: "us/states/md/districts/house/37b"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 37B (MD State House of Representatives District 37B).
 
+Represents [MD State House of Representatives District 37B](/us/states/md/districts/house/37b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/vaughn-stewart.md b/data/jurisdictions/us/states/md/people/vaughn-stewart.md
index 4760402163..636aef8c75 100644
--- a/data/jurisdictions/us/states/md/people/vaughn-stewart.md
+++ b/data/jurisdictions/us/states/md/people/vaughn-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 19"
+represents: "us/states/md/districts/house/19"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 19 (MD State House of Representatives District 19).
 
+Represents [MD State House of Representatives District 19](/us/states/md/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/veronica-turner.md b/data/jurisdictions/us/states/md/people/veronica-turner.md
index ed37c7d0fe..5b6492bc64 100644
--- a/data/jurisdictions/us/states/md/people/veronica-turner.md
+++ b/data/jurisdictions/us/states/md/people/veronica-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 26"
+represents: "us/states/md/districts/house/26"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 26 (MD State House of Representatives District 26).
 
+Represents [MD State House of Representatives District 26](/us/states/md/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/wayne-hartman.md b/data/jurisdictions/us/states/md/people/wayne-hartman.md
index 965d415c2f..bdb443daa7 100644
--- a/data/jurisdictions/us/states/md/people/wayne-hartman.md
+++ b/data/jurisdictions/us/states/md/people/wayne-hartman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 38C"
+represents: "us/states/md/districts/house/38c"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 38C (MD State House of Representatives District 38C).
 
+Represents [MD State House of Representatives District 38C](/us/states/md/districts/house/38c.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/will-smith.md b/data/jurisdictions/us/states/md/people/will-smith.md
index f633f13f23..b4e0e5cc9a 100644
--- a/data/jurisdictions/us/states/md/people/will-smith.md
+++ b/data/jurisdictions/us/states/md/people/will-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State Senate District 20"
+represents: "us/states/md/districts/senate/20"
 tenure:
   start: "2016-12-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD Senate District 20 (MD State Senate District 20).
 
+Represents [MD State Senate District 20](/us/states/md/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/william-valentine.md b/data/jurisdictions/us/states/md/people/william-valentine.md
index 4fb566dc95..fef6c56179 100644
--- a/data/jurisdictions/us/states/md/people/william-valentine.md
+++ b/data/jurisdictions/us/states/md/people/william-valentine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 2A"
+represents: "us/states/md/districts/house/2a"
 tenure:
   start: "2023-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 2A (MD State House of Representatives District 2A).
 
+Represents [MD State House of Representatives District 2A](/us/states/md/districts/house/2a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/md/people/william-wivell.md b/data/jurisdictions/us/states/md/people/william-wivell.md
index 2f3baf92f0..bbbcb62be9 100644
--- a/data/jurisdictions/us/states/md/people/william-wivell.md
+++ b/data/jurisdictions/us/states/md/people/william-wivell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MD"
 district: "MD State House of Representatives District 2A"
+represents: "us/states/md/districts/house/2a"
 tenure:
   start: "2015-03-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MD House District 2A (MD State House of Representatives District 2A).
 
+Represents [MD State House of Representatives District 2A](/us/states/md/districts/house/2a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/counties/androscoggin/index.md b/data/jurisdictions/us/states/me/counties/androscoggin/index.md
index 6e8c074984..9d3a844203 100644
--- a/data/jurisdictions/us/states/me/counties/androscoggin/index.md
+++ b/data/jurisdictions/us/states/me/counties/androscoggin/index.md
@@ -22,9 +22,72 @@ demographics:
   race_native: 189
   hispanic: 2495
   bachelors_plus: 24129
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/me/districts/senate/17"
+    rel: in-district
+    area_weight: 0.541
+  - to: "us/states/me/districts/senate/20"
+    rel: in-district
+    area_weight: 0.3051
+  - to: "us/states/me/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0823
+  - to: "us/states/me/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0714
+  - to: "us/states/me/districts/house/91"
+    rel: in-district
+    area_weight: 0.2138
+  - to: "us/states/me/districts/house/92"
+    rel: in-district
+    area_weight: 0.1249
+  - to: "us/states/me/districts/house/90"
+    rel: in-district
+    area_weight: 0.1137
+  - to: "us/states/me/districts/house/76"
+    rel: in-district
+    area_weight: 0.1054
+  - to: "us/states/me/districts/house/87"
+    rel: in-district
+    area_weight: 0.1054
+  - to: "us/states/me/districts/house/98"
+    rel: in-district
+    area_weight: 0.081
+  - to: "us/states/me/districts/house/88"
+    rel: in-district
+    area_weight: 0.0745
+  - to: "us/states/me/districts/house/97"
+    rel: in-district
+    area_weight: 0.0449
+  - to: "us/states/me/districts/house/96"
+    rel: in-district
+    area_weight: 0.0429
+  - to: "us/states/me/districts/house/56"
+    rel: in-district
+    area_weight: 0.0338
+  - to: "us/states/me/districts/house/77"
+    rel: in-district
+    area_weight: 0.0154
+  - to: "us/states/me/districts/house/93"
+    rel: in-district
+    area_weight: 0.0121
+  - to: "us/states/me/districts/house/86"
+    rel: in-district
+    area_weight: 0.0118
+  - to: "us/states/me/districts/house/94"
+    rel: in-district
+    area_weight: 0.0106
+  - to: "us/states/me/districts/house/95"
+    rel: in-district
+    area_weight: 0.0058
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +119,30 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 2495 |
 | Bachelor's or higher | 24129 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 100% (congressional)
+- [ME Senate District 17](/us/states/me/districts/senate/17.md) — 54% (state senate)
+- [ME Senate District 20](/us/states/me/districts/senate/20.md) — 31% (state senate)
+- [ME Senate District 18](/us/states/me/districts/senate/18.md) — 8% (state senate)
+- [ME Senate District 21](/us/states/me/districts/senate/21.md) — 7% (state senate)
+- [ME House District 91](/us/states/me/districts/house/91.md) — 21% (state house)
+- [ME House District 92](/us/states/me/districts/house/92.md) — 12% (state house)
+- [ME House District 90](/us/states/me/districts/house/90.md) — 11% (state house)
+- [ME House District 76](/us/states/me/districts/house/76.md) — 11% (state house)
+- [ME House District 87](/us/states/me/districts/house/87.md) — 11% (state house)
+- [ME House District 98](/us/states/me/districts/house/98.md) — 8% (state house)
+- [ME House District 88](/us/states/me/districts/house/88.md) — 7% (state house)
+- [ME House District 97](/us/states/me/districts/house/97.md) — 4% (state house)
+- [ME House District 96](/us/states/me/districts/house/96.md) — 4% (state house)
+- [ME House District 56](/us/states/me/districts/house/56.md) — 3% (state house)
+- [ME House District 77](/us/states/me/districts/house/77.md) — 2% (state house)
+- [ME House District 93](/us/states/me/districts/house/93.md) — 1% (state house)
+- [ME House District 86](/us/states/me/districts/house/86.md) — 1% (state house)
+- [ME House District 94](/us/states/me/districts/house/94.md) — 1% (state house)
+- [ME House District 95](/us/states/me/districts/house/95.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/aroostook/index.md b/data/jurisdictions/us/states/me/counties/aroostook/index.md
index 927f6591b5..f385f35a04 100644
--- a/data/jurisdictions/us/states/me/counties/aroostook/index.md
+++ b/data/jurisdictions/us/states/me/counties/aroostook/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 847
   hispanic: 1148
   bachelors_plus: 15466
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/me/districts/senate/1"
+    rel: in-district
+    area_weight: 0.6809
+  - to: "us/states/me/districts/senate/2"
+    rel: in-district
+    area_weight: 0.3189
+  - to: "us/states/me/districts/house/1"
+    rel: in-district
+    area_weight: 0.4885
+  - to: "us/states/me/districts/house/6"
+    rel: in-district
+    area_weight: 0.1677
+  - to: "us/states/me/districts/house/8"
+    rel: in-district
+    area_weight: 0.127
+  - to: "us/states/me/districts/house/2"
+    rel: in-district
+    area_weight: 0.0947
+  - to: "us/states/me/districts/house/3"
+    rel: in-district
+    area_weight: 0.065
+  - to: "us/states/me/districts/house/7"
+    rel: in-district
+    area_weight: 0.0231
+  - to: "us/states/me/districts/house/4"
+    rel: in-district
+    area_weight: 0.0222
+  - to: "us/states/me/districts/house/5"
+    rel: in-district
+    area_weight: 0.0114
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 1148 |
 | Bachelor's or higher | 15466 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 100% (congressional)
+- [ME Senate District 1](/us/states/me/districts/senate/1.md) — 68% (state senate)
+- [ME Senate District 2](/us/states/me/districts/senate/2.md) — 32% (state senate)
+- [ME House District 1](/us/states/me/districts/house/1.md) — 49% (state house)
+- [ME House District 6](/us/states/me/districts/house/6.md) — 17% (state house)
+- [ME House District 8](/us/states/me/districts/house/8.md) — 13% (state house)
+- [ME House District 2](/us/states/me/districts/house/2.md) — 9% (state house)
+- [ME House District 3](/us/states/me/districts/house/3.md) — 6% (state house)
+- [ME House District 7](/us/states/me/districts/house/7.md) — 2% (state house)
+- [ME House District 4](/us/states/me/districts/house/4.md) — 2% (state house)
+- [ME House District 5](/us/states/me/districts/house/5.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/cumberland/index.md b/data/jurisdictions/us/states/me/counties/cumberland/index.md
index 272d386124..1c4eaf9299 100644
--- a/data/jurisdictions/us/states/me/counties/cumberland/index.md
+++ b/data/jurisdictions/us/states/me/counties/cumberland/index.md
@@ -22,9 +22,123 @@ demographics:
   race_native: 524
   hispanic: 8682
   bachelors_plus: 169211
+districts:
+  - to: "us/states/me/districts/01"
+    rel: in-district
+    area_weight: 0.8443
+  - to: "us/states/me/districts/senate/22"
+    rel: in-district
+    area_weight: 0.167
+  - to: "us/states/me/districts/senate/23"
+    rel: in-district
+    area_weight: 0.1323
+  - to: "us/states/me/districts/senate/26"
+    rel: in-district
+    area_weight: 0.1198
+  - to: "us/states/me/districts/senate/25"
+    rel: in-district
+    area_weight: 0.1082
+  - to: "us/states/me/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0834
+  - to: "us/states/me/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0796
+  - to: "us/states/me/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0394
+  - to: "us/states/me/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0261
+  - to: "us/states/me/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0156
+  - to: "us/states/me/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/me/districts/house/84"
+    rel: in-district
+    area_weight: 0.1134
+  - to: "us/states/me/districts/house/83"
+    rel: in-district
+    area_weight: 0.0833
+  - to: "us/states/me/districts/house/86"
+    rel: in-district
+    area_weight: 0.0695
+  - to: "us/states/me/districts/house/104"
+    rel: in-district
+    area_weight: 0.0567
+  - to: "us/states/me/districts/house/85"
+    rel: in-district
+    area_weight: 0.0535
+  - to: "us/states/me/districts/house/99"
+    rel: in-district
+    area_weight: 0.044
+  - to: "us/states/me/districts/house/105"
+    rel: in-district
+    area_weight: 0.038
+  - to: "us/states/me/districts/house/102"
+    rel: in-district
+    area_weight: 0.0304
+  - to: "us/states/me/districts/house/110"
+    rel: in-district
+    area_weight: 0.0234
+  - to: "us/states/me/districts/house/108"
+    rel: in-district
+    area_weight: 0.0221
+  - to: "us/states/me/districts/house/101"
+    rel: in-district
+    area_weight: 0.0218
+  - to: "us/states/me/districts/house/106"
+    rel: in-district
+    area_weight: 0.0217
+  - to: "us/states/me/districts/house/111"
+    rel: in-district
+    area_weight: 0.0216
+  - to: "us/states/me/districts/house/109"
+    rel: in-district
+    area_weight: 0.0199
+  - to: "us/states/me/districts/house/107"
+    rel: in-district
+    area_weight: 0.0194
+  - to: "us/states/me/districts/house/98"
+    rel: in-district
+    area_weight: 0.0188
+  - to: "us/states/me/districts/house/126"
+    rel: in-district
+    area_weight: 0.0171
+  - to: "us/states/me/districts/house/124"
+    rel: in-district
+    area_weight: 0.0146
+  - to: "us/states/me/districts/house/103"
+    rel: in-district
+    area_weight: 0.0122
+  - to: "us/states/me/districts/house/123"
+    rel: in-district
+    area_weight: 0.0118
+  - to: "us/states/me/districts/house/125"
+    rel: in-district
+    area_weight: 0.0114
+  - to: "us/states/me/districts/house/100"
+    rel: in-district
+    area_weight: 0.0087
+  - to: "us/states/me/districts/house/128"
+    rel: in-district
+    area_weight: 0.0087
+  - to: "us/states/me/districts/house/112"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/me/districts/house/120"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/me/districts/house/113"
+    rel: in-district
+    area_weight: 0.0056
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +170,47 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 8682 |
 | Bachelor's or higher | 169211 |
 
+## Districts
+
+- [ME-01](/us/states/me/districts/01.md) — 84% (congressional)
+- [ME Senate District 22](/us/states/me/districts/senate/22.md) — 17% (state senate)
+- [ME Senate District 23](/us/states/me/districts/senate/23.md) — 13% (state senate)
+- [ME Senate District 26](/us/states/me/districts/senate/26.md) — 12% (state senate)
+- [ME Senate District 25](/us/states/me/districts/senate/25.md) — 11% (state senate)
+- [ME Senate District 18](/us/states/me/districts/senate/18.md) — 8% (state senate)
+- [ME Senate District 30](/us/states/me/districts/senate/30.md) — 8% (state senate)
+- [ME Senate District 20](/us/states/me/districts/senate/20.md) — 4% (state senate)
+- [ME Senate District 29](/us/states/me/districts/senate/29.md) — 3% (state senate)
+- [ME Senate District 27](/us/states/me/districts/senate/27.md) — 2% (state senate)
+- [ME Senate District 28](/us/states/me/districts/senate/28.md) — 1% (state senate)
+- [ME House District 84](/us/states/me/districts/house/84.md) — 11% (state house)
+- [ME House District 83](/us/states/me/districts/house/83.md) — 8% (state house)
+- [ME House District 86](/us/states/me/districts/house/86.md) — 7% (state house)
+- [ME House District 104](/us/states/me/districts/house/104.md) — 6% (state house)
+- [ME House District 85](/us/states/me/districts/house/85.md) — 5% (state house)
+- [ME House District 99](/us/states/me/districts/house/99.md) — 4% (state house)
+- [ME House District 105](/us/states/me/districts/house/105.md) — 4% (state house)
+- [ME House District 102](/us/states/me/districts/house/102.md) — 3% (state house)
+- [ME House District 110](/us/states/me/districts/house/110.md) — 2% (state house)
+- [ME House District 108](/us/states/me/districts/house/108.md) — 2% (state house)
+- [ME House District 101](/us/states/me/districts/house/101.md) — 2% (state house)
+- [ME House District 106](/us/states/me/districts/house/106.md) — 2% (state house)
+- [ME House District 111](/us/states/me/districts/house/111.md) — 2% (state house)
+- [ME House District 109](/us/states/me/districts/house/109.md) — 2% (state house)
+- [ME House District 107](/us/states/me/districts/house/107.md) — 2% (state house)
+- [ME House District 98](/us/states/me/districts/house/98.md) — 2% (state house)
+- [ME House District 126](/us/states/me/districts/house/126.md) — 2% (state house)
+- [ME House District 124](/us/states/me/districts/house/124.md) — 1% (state house)
+- [ME House District 103](/us/states/me/districts/house/103.md) — 1% (state house)
+- [ME House District 123](/us/states/me/districts/house/123.md) — 1% (state house)
+- [ME House District 125](/us/states/me/districts/house/125.md) — 1% (state house)
+- [ME House District 100](/us/states/me/districts/house/100.md) — 1% (state house)
+- [ME House District 128](/us/states/me/districts/house/128.md) — 1% (state house)
+- [ME House District 112](/us/states/me/districts/house/112.md) — 1% (state house)
+- [ME House District 120](/us/states/me/districts/house/120.md) — 1% (state house)
+- [ME House District 113](/us/states/me/districts/house/113.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/franklin/index.md b/data/jurisdictions/us/states/me/counties/franklin/index.md
index 5e78368982..8ee3634d8c 100644
--- a/data/jurisdictions/us/states/me/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/me/counties/franklin/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 50
   hispanic: 513
   bachelors_plus: 9706
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/me/districts/senate/19"
+    rel: in-district
+    area_weight: 0.6609
+  - to: "us/states/me/districts/senate/5"
+    rel: in-district
+    area_weight: 0.3389
+  - to: "us/states/me/districts/house/73"
+    rel: in-district
+    area_weight: 0.7062
+  - to: "us/states/me/districts/house/74"
+    rel: in-district
+    area_weight: 0.1857
+  - to: "us/states/me/districts/house/75"
+    rel: in-district
+    area_weight: 0.0532
+  - to: "us/states/me/districts/house/76"
+    rel: in-district
+    area_weight: 0.028
+  - to: "us/states/me/districts/house/58"
+    rel: in-district
+    area_weight: 0.0267
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 513 |
 | Bachelor's or higher | 9706 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 100% (congressional)
+- [ME Senate District 19](/us/states/me/districts/senate/19.md) — 66% (state senate)
+- [ME Senate District 5](/us/states/me/districts/senate/5.md) — 34% (state senate)
+- [ME House District 73](/us/states/me/districts/house/73.md) — 71% (state house)
+- [ME House District 74](/us/states/me/districts/house/74.md) — 19% (state house)
+- [ME House District 75](/us/states/me/districts/house/75.md) — 5% (state house)
+- [ME House District 76](/us/states/me/districts/house/76.md) — 3% (state house)
+- [ME House District 58](/us/states/me/districts/house/58.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/hancock/index.md b/data/jurisdictions/us/states/me/counties/hancock/index.md
index 4dee17f26e..675f467c8e 100644
--- a/data/jurisdictions/us/states/me/counties/hancock/index.md
+++ b/data/jurisdictions/us/states/me/counties/hancock/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 237
   hispanic: 1050
   bachelors_plus: 23917
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 0.801
+  - to: "us/states/me/districts/senate/6"
+    rel: in-district
+    area_weight: 0.4224
+  - to: "us/states/me/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2708
+  - to: "us/states/me/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0553
+  - to: "us/states/me/districts/house/18"
+    rel: in-district
+    area_weight: 0.3583
+  - to: "us/states/me/districts/house/16"
+    rel: in-district
+    area_weight: 0.0862
+  - to: "us/states/me/districts/house/12"
+    rel: in-district
+    area_weight: 0.0744
+  - to: "us/states/me/districts/house/17"
+    rel: in-district
+    area_weight: 0.069
+  - to: "us/states/me/districts/house/13"
+    rel: in-district
+    area_weight: 0.0608
+  - to: "us/states/me/districts/house/15"
+    rel: in-district
+    area_weight: 0.0526
+  - to: "us/states/me/districts/house/14"
+    rel: in-district
+    area_weight: 0.0473
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 1050 |
 | Bachelor's or higher | 23917 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 80% (congressional)
+- [ME Senate District 6](/us/states/me/districts/senate/6.md) — 42% (state senate)
+- [ME Senate District 7](/us/states/me/districts/senate/7.md) — 27% (state senate)
+- [ME Senate District 10](/us/states/me/districts/senate/10.md) — 6% (state senate)
+- [ME House District 18](/us/states/me/districts/house/18.md) — 36% (state house)
+- [ME House District 16](/us/states/me/districts/house/16.md) — 9% (state house)
+- [ME House District 12](/us/states/me/districts/house/12.md) — 7% (state house)
+- [ME House District 17](/us/states/me/districts/house/17.md) — 7% (state house)
+- [ME House District 13](/us/states/me/districts/house/13.md) — 6% (state house)
+- [ME House District 15](/us/states/me/districts/house/15.md) — 5% (state house)
+- [ME House District 14](/us/states/me/districts/house/14.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/kennebec/index.md b/data/jurisdictions/us/states/me/counties/kennebec/index.md
index 3312cf0816..e11816338f 100644
--- a/data/jurisdictions/us/states/me/counties/kennebec/index.md
+++ b/data/jurisdictions/us/states/me/counties/kennebec/index.md
@@ -22,9 +22,90 @@ demographics:
   race_native: 277
   hispanic: 2861
   bachelors_plus: 40350
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 0.563
+  - to: "us/states/me/districts/01"
+    rel: in-district
+    area_weight: 0.437
+  - to: "us/states/me/districts/senate/15"
+    rel: in-district
+    area_weight: 0.3255
+  - to: "us/states/me/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2864
+  - to: "us/states/me/districts/senate/16"
+    rel: in-district
+    area_weight: 0.1268
+  - to: "us/states/me/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0889
+  - to: "us/states/me/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0747
+  - to: "us/states/me/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0603
+  - to: "us/states/me/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0373
+  - to: "us/states/me/districts/house/58"
+    rel: in-district
+    area_weight: 0.2001
+  - to: "us/states/me/districts/house/62"
+    rel: in-district
+    area_weight: 0.097
+  - to: "us/states/me/districts/house/61"
+    rel: in-district
+    area_weight: 0.0951
+  - to: "us/states/me/districts/house/63"
+    rel: in-district
+    area_weight: 0.0921
+  - to: "us/states/me/districts/house/56"
+    rel: in-district
+    area_weight: 0.0825
+  - to: "us/states/me/districts/house/57"
+    rel: in-district
+    area_weight: 0.0723
+  - to: "us/states/me/districts/house/55"
+    rel: in-district
+    area_weight: 0.0585
+  - to: "us/states/me/districts/house/53"
+    rel: in-district
+    area_weight: 0.0583
+  - to: "us/states/me/districts/house/68"
+    rel: in-district
+    area_weight: 0.0472
+  - to: "us/states/me/districts/house/60"
+    rel: in-district
+    area_weight: 0.0397
+  - to: "us/states/me/districts/house/66"
+    rel: in-district
+    area_weight: 0.0328
+  - to: "us/states/me/districts/house/67"
+    rel: in-district
+    area_weight: 0.0307
+  - to: "us/states/me/districts/house/54"
+    rel: in-district
+    area_weight: 0.0295
+  - to: "us/states/me/districts/house/91"
+    rel: in-district
+    area_weight: 0.027
+  - to: "us/states/me/districts/house/59"
+    rel: in-district
+    area_weight: 0.0212
+  - to: "us/states/me/districts/house/65"
+    rel: in-district
+    area_weight: 0.0088
+  - to: "us/states/me/districts/house/64"
+    rel: in-district
+    area_weight: 0.0071
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +137,36 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 2861 |
 | Bachelor's or higher | 40350 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 56% (congressional)
+- [ME-01](/us/states/me/districts/01.md) — 44% (congressional)
+- [ME Senate District 15](/us/states/me/districts/senate/15.md) — 33% (state senate)
+- [ME Senate District 14](/us/states/me/districts/senate/14.md) — 29% (state senate)
+- [ME Senate District 16](/us/states/me/districts/senate/16.md) — 13% (state senate)
+- [ME Senate District 3](/us/states/me/districts/senate/3.md) — 9% (state senate)
+- [ME Senate District 17](/us/states/me/districts/senate/17.md) — 7% (state senate)
+- [ME Senate District 5](/us/states/me/districts/senate/5.md) — 6% (state senate)
+- [ME Senate District 13](/us/states/me/districts/senate/13.md) — 4% (state senate)
+- [ME House District 58](/us/states/me/districts/house/58.md) — 20% (state house)
+- [ME House District 62](/us/states/me/districts/house/62.md) — 10% (state house)
+- [ME House District 61](/us/states/me/districts/house/61.md) — 10% (state house)
+- [ME House District 63](/us/states/me/districts/house/63.md) — 9% (state house)
+- [ME House District 56](/us/states/me/districts/house/56.md) — 8% (state house)
+- [ME House District 57](/us/states/me/districts/house/57.md) — 7% (state house)
+- [ME House District 55](/us/states/me/districts/house/55.md) — 6% (state house)
+- [ME House District 53](/us/states/me/districts/house/53.md) — 6% (state house)
+- [ME House District 68](/us/states/me/districts/house/68.md) — 5% (state house)
+- [ME House District 60](/us/states/me/districts/house/60.md) — 4% (state house)
+- [ME House District 66](/us/states/me/districts/house/66.md) — 3% (state house)
+- [ME House District 67](/us/states/me/districts/house/67.md) — 3% (state house)
+- [ME House District 54](/us/states/me/districts/house/54.md) — 3% (state house)
+- [ME House District 91](/us/states/me/districts/house/91.md) — 3% (state house)
+- [ME House District 59](/us/states/me/districts/house/59.md) — 2% (state house)
+- [ME House District 65](/us/states/me/districts/house/65.md) — 1% (state house)
+- [ME House District 64](/us/states/me/districts/house/64.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/knox/index.md b/data/jurisdictions/us/states/me/counties/knox/index.md
index a9a33e6b23..64f041bf87 100644
--- a/data/jurisdictions/us/states/me/counties/knox/index.md
+++ b/data/jurisdictions/us/states/me/counties/knox/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 53
   hispanic: 768
   bachelors_plus: 17373
+districts:
+  - to: "us/states/me/districts/01"
+    rel: in-district
+    area_weight: 0.4059
+  - to: "us/states/me/districts/senate/12"
+    rel: in-district
+    area_weight: 0.3144
+  - to: "us/states/me/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0348
+  - to: "us/states/me/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0123
+  - to: "us/states/me/districts/house/44"
+    rel: in-district
+    area_weight: 0.0949
+  - to: "us/states/me/districts/house/43"
+    rel: in-district
+    area_weight: 0.0749
+  - to: "us/states/me/districts/house/45"
+    rel: in-district
+    area_weight: 0.05
+  - to: "us/states/me/districts/house/15"
+    rel: in-district
+    area_weight: 0.04
+  - to: "us/states/me/districts/house/41"
+    rel: in-district
+    area_weight: 0.0377
+  - to: "us/states/me/districts/house/42"
+    rel: in-district
+    area_weight: 0.0344
+  - to: "us/states/me/districts/house/40"
+    rel: in-district
+    area_weight: 0.0297
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 768 |
 | Bachelor's or higher | 17373 |
 
+## Districts
+
+- [ME-01](/us/states/me/districts/01.md) — 41% (congressional)
+- [ME Senate District 12](/us/states/me/districts/senate/12.md) — 31% (state senate)
+- [ME Senate District 13](/us/states/me/districts/senate/13.md) — 3% (state senate)
+- [ME Senate District 7](/us/states/me/districts/senate/7.md) — 1% (state senate)
+- [ME House District 44](/us/states/me/districts/house/44.md) — 9% (state house)
+- [ME House District 43](/us/states/me/districts/house/43.md) — 7% (state house)
+- [ME House District 45](/us/states/me/districts/house/45.md) — 5% (state house)
+- [ME House District 15](/us/states/me/districts/house/15.md) — 4% (state house)
+- [ME House District 41](/us/states/me/districts/house/41.md) — 4% (state house)
+- [ME House District 42](/us/states/me/districts/house/42.md) — 3% (state house)
+- [ME House District 40](/us/states/me/districts/house/40.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/lincoln/index.md b/data/jurisdictions/us/states/me/counties/lincoln/index.md
index f0f558c92b..7ac09767b8 100644
--- a/data/jurisdictions/us/states/me/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/me/counties/lincoln/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 134
   hispanic: 512
   bachelors_plus: 15826
+districts:
+  - to: "us/states/me/districts/01"
+    rel: in-district
+    area_weight: 0.7543
+  - to: "us/states/me/districts/senate/13"
+    rel: in-district
+    area_weight: 0.6907
+  - to: "us/states/me/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0476
+  - to: "us/states/me/districts/house/47"
+    rel: in-district
+    area_weight: 0.2222
+  - to: "us/states/me/districts/house/46"
+    rel: in-district
+    area_weight: 0.1543
+  - to: "us/states/me/districts/house/45"
+    rel: in-district
+    area_weight: 0.1464
+  - to: "us/states/me/districts/house/48"
+    rel: in-district
+    area_weight: 0.134
+  - to: "us/states/me/districts/house/53"
+    rel: in-district
+    area_weight: 0.0475
+  - to: "us/states/me/districts/house/62"
+    rel: in-district
+    area_weight: 0.0338
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 512 |
 | Bachelor's or higher | 15826 |
 
+## Districts
+
+- [ME-01](/us/states/me/districts/01.md) — 75% (congressional)
+- [ME Senate District 13](/us/states/me/districts/senate/13.md) — 69% (state senate)
+- [ME Senate District 24](/us/states/me/districts/senate/24.md) — 5% (state senate)
+- [ME House District 47](/us/states/me/districts/house/47.md) — 22% (state house)
+- [ME House District 46](/us/states/me/districts/house/46.md) — 15% (state house)
+- [ME House District 45](/us/states/me/districts/house/45.md) — 15% (state house)
+- [ME House District 48](/us/states/me/districts/house/48.md) — 13% (state house)
+- [ME House District 53](/us/states/me/districts/house/53.md) — 5% (state house)
+- [ME House District 62](/us/states/me/districts/house/62.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/oxford/index.md b/data/jurisdictions/us/states/me/counties/oxford/index.md
index 34f394069e..976e53788c 100644
--- a/data/jurisdictions/us/states/me/counties/oxford/index.md
+++ b/data/jurisdictions/us/states/me/counties/oxford/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 117
   hispanic: 1002
   bachelors_plus: 14479
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/me/districts/senate/19"
+    rel: in-district
+    area_weight: 0.7659
+  - to: "us/states/me/districts/senate/18"
+    rel: in-district
+    area_weight: 0.2013
+  - to: "us/states/me/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0326
+  - to: "us/states/me/districts/house/73"
+    rel: in-district
+    area_weight: 0.3781
+  - to: "us/states/me/districts/house/81"
+    rel: in-district
+    area_weight: 0.1509
+  - to: "us/states/me/districts/house/78"
+    rel: in-district
+    area_weight: 0.1172
+  - to: "us/states/me/districts/house/82"
+    rel: in-district
+    area_weight: 0.1052
+  - to: "us/states/me/districts/house/77"
+    rel: in-district
+    area_weight: 0.0866
+  - to: "us/states/me/districts/house/79"
+    rel: in-district
+    area_weight: 0.072
+  - to: "us/states/me/districts/house/80"
+    rel: in-district
+    area_weight: 0.0669
+  - to: "us/states/me/districts/house/83"
+    rel: in-district
+    area_weight: 0.0228
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction.
 | Hispanic/Latino | 1002 |
 | Bachelor's or higher | 14479 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 100% (congressional)
+- [ME Senate District 19](/us/states/me/districts/senate/19.md) — 77% (state senate)
+- [ME Senate District 18](/us/states/me/districts/senate/18.md) — 20% (state senate)
+- [ME Senate District 22](/us/states/me/districts/senate/22.md) — 3% (state senate)
+- [ME House District 73](/us/states/me/districts/house/73.md) — 38% (state house)
+- [ME House District 81](/us/states/me/districts/house/81.md) — 15% (state house)
+- [ME House District 78](/us/states/me/districts/house/78.md) — 12% (state house)
+- [ME House District 82](/us/states/me/districts/house/82.md) — 11% (state house)
+- [ME House District 77](/us/states/me/districts/house/77.md) — 9% (state house)
+- [ME House District 79](/us/states/me/districts/house/79.md) — 7% (state house)
+- [ME House District 80](/us/states/me/districts/house/80.md) — 7% (state house)
+- [ME House District 83](/us/states/me/districts/house/83.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/penobscot/index.md b/data/jurisdictions/us/states/me/counties/penobscot/index.md
index faa7ec798c..3a2b541b76 100644
--- a/data/jurisdictions/us/states/me/counties/penobscot/index.md
+++ b/data/jurisdictions/us/states/me/counties/penobscot/index.md
@@ -22,9 +22,69 @@ demographics:
   race_native: 1330
   hispanic: 3223
   bachelors_plus: 46909
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/me/districts/senate/2"
+    rel: in-district
+    area_weight: 0.4396
+  - to: "us/states/me/districts/senate/8"
+    rel: in-district
+    area_weight: 0.3028
+  - to: "us/states/me/districts/senate/4"
+    rel: in-district
+    area_weight: 0.1093
+  - to: "us/states/me/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0822
+  - to: "us/states/me/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0461
+  - to: "us/states/me/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0199
+  - to: "us/states/me/districts/house/8"
+    rel: in-district
+    area_weight: 0.1319
+  - to: "us/states/me/districts/house/28"
+    rel: in-district
+    area_weight: 0.099
+  - to: "us/states/me/districts/house/18"
+    rel: in-district
+    area_weight: 0.0881
+  - to: "us/states/me/districts/house/27"
+    rel: in-district
+    area_weight: 0.0638
+  - to: "us/states/me/districts/house/32"
+    rel: in-district
+    area_weight: 0.0555
+  - to: "us/states/me/districts/house/33"
+    rel: in-district
+    area_weight: 0.047
+  - to: "us/states/me/districts/house/26"
+    rel: in-district
+    area_weight: 0.0324
+  - to: "us/states/me/districts/house/19"
+    rel: in-district
+    area_weight: 0.024
+  - to: "us/states/me/districts/house/34"
+    rel: in-district
+    area_weight: 0.0212
+  - to: "us/states/me/districts/house/35"
+    rel: in-district
+    area_weight: 0.0205
+  - to: "us/states/me/districts/house/36"
+    rel: in-district
+    area_weight: 0.0194
+  - to: "us/states/me/districts/house/24"
+    rel: in-district
+    area_weight: 0.006
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +116,29 @@ County jurisdiction.
 | Hispanic/Latino | 3223 |
 | Bachelor's or higher | 46909 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 100% (congressional)
+- [ME Senate District 2](/us/states/me/districts/senate/2.md) — 44% (state senate)
+- [ME Senate District 8](/us/states/me/districts/senate/8.md) — 30% (state senate)
+- [ME Senate District 4](/us/states/me/districts/senate/4.md) — 11% (state senate)
+- [ME Senate District 10](/us/states/me/districts/senate/10.md) — 8% (state senate)
+- [ME Senate District 3](/us/states/me/districts/senate/3.md) — 5% (state senate)
+- [ME Senate District 9](/us/states/me/districts/senate/9.md) — 2% (state senate)
+- [ME House District 8](/us/states/me/districts/house/8.md) — 13% (state house)
+- [ME House District 28](/us/states/me/districts/house/28.md) — 10% (state house)
+- [ME House District 18](/us/states/me/districts/house/18.md) — 9% (state house)
+- [ME House District 27](/us/states/me/districts/house/27.md) — 6% (state house)
+- [ME House District 32](/us/states/me/districts/house/32.md) — 6% (state house)
+- [ME House District 33](/us/states/me/districts/house/33.md) — 5% (state house)
+- [ME House District 26](/us/states/me/districts/house/26.md) — 3% (state house)
+- [ME House District 19](/us/states/me/districts/house/19.md) — 2% (state house)
+- [ME House District 34](/us/states/me/districts/house/34.md) — 2% (state house)
+- [ME House District 35](/us/states/me/districts/house/35.md) — 2% (state house)
+- [ME House District 36](/us/states/me/districts/house/36.md) — 2% (state house)
+- [ME House District 24](/us/states/me/districts/house/24.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/piscataquis/index.md b/data/jurisdictions/us/states/me/counties/piscataquis/index.md
index 77605a9921..6b48cea449 100644
--- a/data/jurisdictions/us/states/me/counties/piscataquis/index.md
+++ b/data/jurisdictions/us/states/me/counties/piscataquis/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 22
   hispanic: 320
   bachelors_plus: 3788
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/me/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/me/districts/house/30"
+    rel: in-district
+    area_weight: 0.9266
+  - to: "us/states/me/districts/house/31"
+    rel: in-district
+    area_weight: 0.073
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 320 |
 | Bachelor's or higher | 3788 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 100% (congressional)
+- [ME Senate District 4](/us/states/me/districts/senate/4.md) — 100% (state senate)
+- [ME House District 30](/us/states/me/districts/house/30.md) — 93% (state house)
+- [ME House District 31](/us/states/me/districts/house/31.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/sagadahoc/index.md b/data/jurisdictions/us/states/me/counties/sagadahoc/index.md
index cb9c8af7ed..e2b85f1b9f 100644
--- a/data/jurisdictions/us/states/me/counties/sagadahoc/index.md
+++ b/data/jurisdictions/us/states/me/counties/sagadahoc/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 40
   hispanic: 754
   bachelors_plus: 17737
+districts:
+  - to: "us/states/me/districts/01"
+    rel: in-district
+    area_weight: 0.8098
+  - to: "us/states/me/districts/senate/24"
+    rel: in-district
+    area_weight: 0.8058
+  - to: "us/states/me/districts/house/49"
+    rel: in-district
+    area_weight: 0.3544
+  - to: "us/states/me/districts/house/52"
+    rel: in-district
+    area_weight: 0.2832
+  - to: "us/states/me/districts/house/51"
+    rel: in-district
+    area_weight: 0.0726
+  - to: "us/states/me/districts/house/98"
+    rel: in-district
+    area_weight: 0.0599
+  - to: "us/states/me/districts/house/50"
+    rel: in-district
+    area_weight: 0.0357
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 754 |
 | Bachelor's or higher | 17737 |
 
+## Districts
+
+- [ME-01](/us/states/me/districts/01.md) — 81% (congressional)
+- [ME Senate District 24](/us/states/me/districts/senate/24.md) — 81% (state senate)
+- [ME House District 49](/us/states/me/districts/house/49.md) — 35% (state house)
+- [ME House District 52](/us/states/me/districts/house/52.md) — 28% (state house)
+- [ME House District 51](/us/states/me/districts/house/51.md) — 7% (state house)
+- [ME House District 98](/us/states/me/districts/house/98.md) — 6% (state house)
+- [ME House District 50](/us/states/me/districts/house/50.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/somerset/index.md b/data/jurisdictions/us/states/me/counties/somerset/index.md
index 85d6744ec3..b0cf9d6968 100644
--- a/data/jurisdictions/us/states/me/counties/somerset/index.md
+++ b/data/jurisdictions/us/states/me/counties/somerset/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 108
   hispanic: 787
   bachelors_plus: 10290
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/me/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9096
+  - to: "us/states/me/districts/senate/3"
+    rel: in-district
+    area_weight: 0.077
+  - to: "us/states/me/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0131
+  - to: "us/states/me/districts/house/72"
+    rel: in-district
+    area_weight: 0.5975
+  - to: "us/states/me/districts/house/73"
+    rel: in-district
+    area_weight: 0.2351
+  - to: "us/states/me/districts/house/69"
+    rel: in-district
+    area_weight: 0.0469
+  - to: "us/states/me/districts/house/71"
+    rel: in-district
+    area_weight: 0.0355
+  - to: "us/states/me/districts/house/66"
+    rel: in-district
+    area_weight: 0.0203
+  - to: "us/states/me/districts/house/70"
+    rel: in-district
+    area_weight: 0.0146
+  - to: "us/states/me/districts/house/30"
+    rel: in-district
+    area_weight: 0.0145
+  - to: "us/states/me/districts/house/67"
+    rel: in-district
+    area_weight: 0.0131
+  - to: "us/states/me/districts/house/68"
+    rel: in-district
+    area_weight: 0.0117
+  - to: "us/states/me/districts/house/74"
+    rel: in-district
+    area_weight: 0.0107
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction.
 | Hispanic/Latino | 787 |
 | Bachelor's or higher | 10290 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 100% (congressional)
+- [ME Senate District 5](/us/states/me/districts/senate/5.md) — 91% (state senate)
+- [ME Senate District 3](/us/states/me/districts/senate/3.md) — 8% (state senate)
+- [ME Senate District 16](/us/states/me/districts/senate/16.md) — 1% (state senate)
+- [ME House District 72](/us/states/me/districts/house/72.md) — 60% (state house)
+- [ME House District 73](/us/states/me/districts/house/73.md) — 24% (state house)
+- [ME House District 69](/us/states/me/districts/house/69.md) — 5% (state house)
+- [ME House District 71](/us/states/me/districts/house/71.md) — 4% (state house)
+- [ME House District 66](/us/states/me/districts/house/66.md) — 2% (state house)
+- [ME House District 70](/us/states/me/districts/house/70.md) — 1% (state house)
+- [ME House District 30](/us/states/me/districts/house/30.md) — 1% (state house)
+- [ME House District 67](/us/states/me/districts/house/67.md) — 1% (state house)
+- [ME House District 68](/us/states/me/districts/house/68.md) — 1% (state house)
+- [ME House District 74](/us/states/me/districts/house/74.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/waldo/index.md b/data/jurisdictions/us/states/me/counties/waldo/index.md
index e915279306..b15067d114 100644
--- a/data/jurisdictions/us/states/me/counties/waldo/index.md
+++ b/data/jurisdictions/us/states/me/counties/waldo/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 79
   hispanic: 651
   bachelors_plus: 14744
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 0.8866
+  - to: "us/states/me/districts/senate/11"
+    rel: in-district
+    area_weight: 0.8836
+  - to: "us/states/me/districts/house/38"
+    rel: in-district
+    area_weight: 0.2739
+  - to: "us/states/me/districts/house/40"
+    rel: in-district
+    area_weight: 0.2126
+  - to: "us/states/me/districts/house/37"
+    rel: in-district
+    area_weight: 0.1464
+  - to: "us/states/me/districts/house/68"
+    rel: in-district
+    area_weight: 0.0896
+  - to: "us/states/me/districts/house/39"
+    rel: in-district
+    area_weight: 0.0852
+  - to: "us/states/me/districts/house/62"
+    rel: in-district
+    area_weight: 0.0503
+  - to: "us/states/me/districts/house/63"
+    rel: in-district
+    area_weight: 0.0257
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 651 |
 | Bachelor's or higher | 14744 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 89% (congressional)
+- [ME Senate District 11](/us/states/me/districts/senate/11.md) — 88% (state senate)
+- [ME House District 38](/us/states/me/districts/house/38.md) — 27% (state house)
+- [ME House District 40](/us/states/me/districts/house/40.md) — 21% (state house)
+- [ME House District 37](/us/states/me/districts/house/37.md) — 15% (state house)
+- [ME House District 68](/us/states/me/districts/house/68.md) — 9% (state house)
+- [ME House District 39](/us/states/me/districts/house/39.md) — 9% (state house)
+- [ME House District 62](/us/states/me/districts/house/62.md) — 5% (state house)
+- [ME House District 63](/us/states/me/districts/house/63.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/washington/index.md b/data/jurisdictions/us/states/me/counties/washington/index.md
index 2e9e5b9b73..a3a6d83f95 100644
--- a/data/jurisdictions/us/states/me/counties/washington/index.md
+++ b/data/jurisdictions/us/states/me/counties/washington/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1463
   hispanic: 796
   bachelors_plus: 7861
+districts:
+  - to: "us/states/me/districts/02"
+    rel: in-district
+    area_weight: 0.887
+  - to: "us/states/me/districts/senate/6"
+    rel: in-district
+    area_weight: 0.8718
+  - to: "us/states/me/districts/house/10"
+    rel: in-district
+    area_weight: 0.2779
+  - to: "us/states/me/districts/house/8"
+    rel: in-district
+    area_weight: 0.1981
+  - to: "us/states/me/districts/house/18"
+    rel: in-district
+    area_weight: 0.1912
+  - to: "us/states/me/districts/house/11"
+    rel: in-district
+    area_weight: 0.1003
+  - to: "us/states/me/districts/house/9"
+    rel: in-district
+    area_weight: 0.0901
+  - to: "us/states/me/districts/house/12"
+    rel: in-district
+    area_weight: 0.0142
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 796 |
 | Bachelor's or higher | 7861 |
 
+## Districts
+
+- [ME-02](/us/states/me/districts/02.md) — 89% (congressional)
+- [ME Senate District 6](/us/states/me/districts/senate/6.md) — 87% (state senate)
+- [ME House District 10](/us/states/me/districts/house/10.md) — 28% (state house)
+- [ME House District 8](/us/states/me/districts/house/8.md) — 20% (state house)
+- [ME House District 18](/us/states/me/districts/house/18.md) — 19% (state house)
+- [ME House District 11](/us/states/me/districts/house/11.md) — 10% (state house)
+- [ME House District 9](/us/states/me/districts/house/9.md) — 9% (state house)
+- [ME House District 12](/us/states/me/districts/house/12.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/counties/york/index.md b/data/jurisdictions/us/states/me/counties/york/index.md
index f33c43e7ec..881d620c77 100644
--- a/data/jurisdictions/us/states/me/counties/york/index.md
+++ b/data/jurisdictions/us/states/me/counties/york/index.md
@@ -22,9 +22,102 @@ demographics:
   race_native: 361
   hispanic: 4704
   bachelors_plus: 80245
+districts:
+  - to: "us/states/me/districts/01"
+    rel: in-district
+    area_weight: 0.806
+  - to: "us/states/me/districts/senate/22"
+    rel: in-district
+    area_weight: 0.213
+  - to: "us/states/me/districts/senate/34"
+    rel: in-district
+    area_weight: 0.1507
+  - to: "us/states/me/districts/senate/33"
+    rel: in-district
+    area_weight: 0.1494
+  - to: "us/states/me/districts/senate/32"
+    rel: in-district
+    area_weight: 0.117
+  - to: "us/states/me/districts/senate/35"
+    rel: in-district
+    area_weight: 0.107
+  - to: "us/states/me/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0696
+  - to: "us/states/me/districts/house/139"
+    rel: in-district
+    area_weight: 0.0902
+  - to: "us/states/me/districts/house/144"
+    rel: in-district
+    area_weight: 0.0762
+  - to: "us/states/me/districts/house/141"
+    rel: in-district
+    area_weight: 0.0707
+  - to: "us/states/me/districts/house/138"
+    rel: in-district
+    area_weight: 0.068
+  - to: "us/states/me/districts/house/136"
+    rel: in-district
+    area_weight: 0.0612
+  - to: "us/states/me/districts/house/140"
+    rel: in-district
+    area_weight: 0.0506
+  - to: "us/states/me/districts/house/148"
+    rel: in-district
+    area_weight: 0.0481
+  - to: "us/states/me/districts/house/137"
+    rel: in-district
+    area_weight: 0.0427
+  - to: "us/states/me/districts/house/145"
+    rel: in-district
+    area_weight: 0.0416
+  - to: "us/states/me/districts/house/146"
+    rel: in-district
+    area_weight: 0.0383
+  - to: "us/states/me/districts/house/149"
+    rel: in-district
+    area_weight: 0.0329
+  - to: "us/states/me/districts/house/134"
+    rel: in-district
+    area_weight: 0.0306
+  - to: "us/states/me/districts/house/135"
+    rel: in-district
+    area_weight: 0.0242
+  - to: "us/states/me/districts/house/150"
+    rel: in-district
+    area_weight: 0.022
+  - to: "us/states/me/districts/house/143"
+    rel: in-district
+    area_weight: 0.0214
+  - to: "us/states/me/districts/house/151"
+    rel: in-district
+    area_weight: 0.0156
+  - to: "us/states/me/districts/house/133"
+    rel: in-district
+    area_weight: 0.0148
+  - to: "us/states/me/districts/house/147"
+    rel: in-district
+    area_weight: 0.014
+  - to: "us/states/me/districts/house/126"
+    rel: in-district
+    area_weight: 0.0112
+  - to: "us/states/me/districts/house/129"
+    rel: in-district
+    area_weight: 0.0102
+  - to: "us/states/me/districts/house/130"
+    rel: in-district
+    area_weight: 0.0097
+  - to: "us/states/me/districts/house/131"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/me/districts/house/142"
+    rel: in-district
+    area_weight: 0.0052
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, me]
 timestamp: "2026-07-03"
@@ -56,6 +149,40 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 4704 |
 | Bachelor's or higher | 80245 |
 
+## Districts
+
+- [ME-01](/us/states/me/districts/01.md) — 81% (congressional)
+- [ME Senate District 22](/us/states/me/districts/senate/22.md) — 21% (state senate)
+- [ME Senate District 34](/us/states/me/districts/senate/34.md) — 15% (state senate)
+- [ME Senate District 33](/us/states/me/districts/senate/33.md) — 15% (state senate)
+- [ME Senate District 32](/us/states/me/districts/senate/32.md) — 12% (state senate)
+- [ME Senate District 35](/us/states/me/districts/senate/35.md) — 11% (state senate)
+- [ME Senate District 31](/us/states/me/districts/senate/31.md) — 7% (state senate)
+- [ME House District 139](/us/states/me/districts/house/139.md) — 9% (state house)
+- [ME House District 144](/us/states/me/districts/house/144.md) — 8% (state house)
+- [ME House District 141](/us/states/me/districts/house/141.md) — 7% (state house)
+- [ME House District 138](/us/states/me/districts/house/138.md) — 7% (state house)
+- [ME House District 136](/us/states/me/districts/house/136.md) — 6% (state house)
+- [ME House District 140](/us/states/me/districts/house/140.md) — 5% (state house)
+- [ME House District 148](/us/states/me/districts/house/148.md) — 5% (state house)
+- [ME House District 137](/us/states/me/districts/house/137.md) — 4% (state house)
+- [ME House District 145](/us/states/me/districts/house/145.md) — 4% (state house)
+- [ME House District 146](/us/states/me/districts/house/146.md) — 4% (state house)
+- [ME House District 149](/us/states/me/districts/house/149.md) — 3% (state house)
+- [ME House District 134](/us/states/me/districts/house/134.md) — 3% (state house)
+- [ME House District 135](/us/states/me/districts/house/135.md) — 2% (state house)
+- [ME House District 150](/us/states/me/districts/house/150.md) — 2% (state house)
+- [ME House District 143](/us/states/me/districts/house/143.md) — 2% (state house)
+- [ME House District 151](/us/states/me/districts/house/151.md) — 2% (state house)
+- [ME House District 133](/us/states/me/districts/house/133.md) — 1% (state house)
+- [ME House District 147](/us/states/me/districts/house/147.md) — 1% (state house)
+- [ME House District 126](/us/states/me/districts/house/126.md) — 1% (state house)
+- [ME House District 129](/us/states/me/districts/house/129.md) — 1% (state house)
+- [ME House District 130](/us/states/me/districts/house/130.md) — 1% (state house)
+- [ME House District 131](/us/states/me/districts/house/131.md) — 1% (state house)
+- [ME House District 142](/us/states/me/districts/house/142.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/me/districts/01.md b/data/jurisdictions/us/states/me/districts/01.md
index 5ef4baf424..b508ca39a9 100644
--- a/data/jurisdictions/us/states/me/districts/01.md
+++ b/data/jurisdictions/us/states/me/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 242530
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, me]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/me/districts/02.md b/data/jurisdictions/us/states/me/districts/02.md
index afa9947c93..dfac8ce778 100644
--- a/data/jurisdictions/us/states/me/districts/02.md
+++ b/data/jurisdictions/us/states/me/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 147082
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, me]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/me/districts/house/1.md b/data/jurisdictions/us/states/me/districts/house/1.md
new file mode 100644
index 0000000000..726871b447
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 1"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 1
+
+State House district 1 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/10.md b/data/jurisdictions/us/states/me/districts/house/10.md
new file mode 100644
index 0000000000..d756e456b2
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 10"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 10
+
+State House district 10 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/100.md b/data/jurisdictions/us/states/me/districts/house/100.md
new file mode 100644
index 0000000000..7dbc0bcd41
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 100"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 100
+
+State House district 100 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/101.md b/data/jurisdictions/us/states/me/districts/house/101.md
new file mode 100644
index 0000000000..b3252c140a
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 101"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 101
+
+State House district 101 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/102.md b/data/jurisdictions/us/states/me/districts/house/102.md
new file mode 100644
index 0000000000..506e0752eb
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 102"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 102
+
+State House district 102 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/103.md b/data/jurisdictions/us/states/me/districts/house/103.md
new file mode 100644
index 0000000000..5ec521fe92
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 103"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 103
+
+State House district 103 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/104.md b/data/jurisdictions/us/states/me/districts/house/104.md
new file mode 100644
index 0000000000..eb96611620
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 104"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 104
+
+State House district 104 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/105.md b/data/jurisdictions/us/states/me/districts/house/105.md
new file mode 100644
index 0000000000..feee81d405
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 105"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 105
+
+State House district 105 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/106.md b/data/jurisdictions/us/states/me/districts/house/106.md
new file mode 100644
index 0000000000..d034b1e9fb
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 106"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 106
+
+State House district 106 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/107.md b/data/jurisdictions/us/states/me/districts/house/107.md
new file mode 100644
index 0000000000..77610814d4
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 107"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 107
+
+State House district 107 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/108.md b/data/jurisdictions/us/states/me/districts/house/108.md
new file mode 100644
index 0000000000..4351e9f425
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 108"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 108
+
+State House district 108 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/109.md b/data/jurisdictions/us/states/me/districts/house/109.md
new file mode 100644
index 0000000000..751be88405
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 109"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 109
+
+State House district 109 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/11.md b/data/jurisdictions/us/states/me/districts/house/11.md
new file mode 100644
index 0000000000..4f85e89976
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 11"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 11
+
+State House district 11 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/110.md b/data/jurisdictions/us/states/me/districts/house/110.md
new file mode 100644
index 0000000000..4e15d8073d
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 110"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 110
+
+State House district 110 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/111.md b/data/jurisdictions/us/states/me/districts/house/111.md
new file mode 100644
index 0000000000..6fb3ef3973
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 111"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 111
+
+State House district 111 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/112.md b/data/jurisdictions/us/states/me/districts/house/112.md
new file mode 100644
index 0000000000..987cb61a80
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 112"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 112
+
+State House district 112 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/113.md b/data/jurisdictions/us/states/me/districts/house/113.md
new file mode 100644
index 0000000000..bcd57ffb7f
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 113"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 113
+
+State House district 113 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/114.md b/data/jurisdictions/us/states/me/districts/house/114.md
new file mode 100644
index 0000000000..86b89ff233
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 114"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 114
+
+State House district 114 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/115.md b/data/jurisdictions/us/states/me/districts/house/115.md
new file mode 100644
index 0000000000..e9f95f08a8
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 115"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 115
+
+State House district 115 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/116.md b/data/jurisdictions/us/states/me/districts/house/116.md
new file mode 100644
index 0000000000..5b883ef281
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 116"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 116
+
+State House district 116 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/117.md b/data/jurisdictions/us/states/me/districts/house/117.md
new file mode 100644
index 0000000000..6329003a56
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 117"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 117
+
+State House district 117 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/118.md b/data/jurisdictions/us/states/me/districts/house/118.md
new file mode 100644
index 0000000000..725d800772
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 118"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 118
+
+State House district 118 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/119.md b/data/jurisdictions/us/states/me/districts/house/119.md
new file mode 100644
index 0000000000..d079c19cbc
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 119"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 119
+
+State House district 119 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/12.md b/data/jurisdictions/us/states/me/districts/house/12.md
new file mode 100644
index 0000000000..66ce985185
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 12"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 12
+
+State House district 12 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/120.md b/data/jurisdictions/us/states/me/districts/house/120.md
new file mode 100644
index 0000000000..52dce6bca3
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 120"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 120
+
+State House district 120 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/121.md b/data/jurisdictions/us/states/me/districts/house/121.md
new file mode 100644
index 0000000000..a9a78c6370
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/121.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 121"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "121"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 121
+
+State House district 121 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/122.md b/data/jurisdictions/us/states/me/districts/house/122.md
new file mode 100644
index 0000000000..70da8db0db
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/122.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 122"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "122"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 122
+
+State House district 122 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/123.md b/data/jurisdictions/us/states/me/districts/house/123.md
new file mode 100644
index 0000000000..36537d183c
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/123.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 123"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "123"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 123
+
+State House district 123 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/124.md b/data/jurisdictions/us/states/me/districts/house/124.md
new file mode 100644
index 0000000000..b8da0f0cf1
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/124.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 124"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "124"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 124
+
+State House district 124 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/125.md b/data/jurisdictions/us/states/me/districts/house/125.md
new file mode 100644
index 0000000000..c66a426349
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/125.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 125"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "125"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 125
+
+State House district 125 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/126.md b/data/jurisdictions/us/states/me/districts/house/126.md
new file mode 100644
index 0000000000..f9891ac0df
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/126.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 126"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "126"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 126
+
+State House district 126 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/127.md b/data/jurisdictions/us/states/me/districts/house/127.md
new file mode 100644
index 0000000000..3792ca60c3
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/127.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 127"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "127"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 127
+
+State House district 127 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/128.md b/data/jurisdictions/us/states/me/districts/house/128.md
new file mode 100644
index 0000000000..6591cd391d
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/128.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 128"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "128"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 128
+
+State House district 128 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/129.md b/data/jurisdictions/us/states/me/districts/house/129.md
new file mode 100644
index 0000000000..781fdbfd9e
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/129.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 129"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "129"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 129
+
+State House district 129 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/13.md b/data/jurisdictions/us/states/me/districts/house/13.md
new file mode 100644
index 0000000000..d552ae4492
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 13"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 13
+
+State House district 13 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/130.md b/data/jurisdictions/us/states/me/districts/house/130.md
new file mode 100644
index 0000000000..f0637eb7b5
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/130.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 130"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "130"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 130
+
+State House district 130 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/131.md b/data/jurisdictions/us/states/me/districts/house/131.md
new file mode 100644
index 0000000000..d527bc88cb
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/131.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 131"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "131"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 131
+
+State House district 131 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/132.md b/data/jurisdictions/us/states/me/districts/house/132.md
new file mode 100644
index 0000000000..78a8c96382
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/132.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 132"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "132"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 132
+
+State House district 132 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/133.md b/data/jurisdictions/us/states/me/districts/house/133.md
new file mode 100644
index 0000000000..f6702e3814
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/133.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 133"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "133"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 133
+
+State House district 133 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/134.md b/data/jurisdictions/us/states/me/districts/house/134.md
new file mode 100644
index 0000000000..d430da575a
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/134.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 134"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "134"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 134
+
+State House district 134 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/135.md b/data/jurisdictions/us/states/me/districts/house/135.md
new file mode 100644
index 0000000000..c8bfb9a421
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/135.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 135"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "135"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 135
+
+State House district 135 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/136.md b/data/jurisdictions/us/states/me/districts/house/136.md
new file mode 100644
index 0000000000..cc897fc53e
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/136.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 136"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "136"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 136
+
+State House district 136 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/137.md b/data/jurisdictions/us/states/me/districts/house/137.md
new file mode 100644
index 0000000000..ba8a707fa4
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/137.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 137"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "137"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 137
+
+State House district 137 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/138.md b/data/jurisdictions/us/states/me/districts/house/138.md
new file mode 100644
index 0000000000..a06efe540b
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/138.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 138"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "138"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 138
+
+State House district 138 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/139.md b/data/jurisdictions/us/states/me/districts/house/139.md
new file mode 100644
index 0000000000..261b4efb9b
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/139.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 139"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "139"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 139
+
+State House district 139 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/14.md b/data/jurisdictions/us/states/me/districts/house/14.md
new file mode 100644
index 0000000000..a8df1e7de4
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 14"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 14
+
+State House district 14 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/140.md b/data/jurisdictions/us/states/me/districts/house/140.md
new file mode 100644
index 0000000000..bf48f15d1e
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/140.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 140"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "140"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 140
+
+State House district 140 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/141.md b/data/jurisdictions/us/states/me/districts/house/141.md
new file mode 100644
index 0000000000..55e47772ac
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/141.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 141"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "141"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 141
+
+State House district 141 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/142.md b/data/jurisdictions/us/states/me/districts/house/142.md
new file mode 100644
index 0000000000..77627e57f8
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/142.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 142"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "142"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 142
+
+State House district 142 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/143.md b/data/jurisdictions/us/states/me/districts/house/143.md
new file mode 100644
index 0000000000..4f1818aacb
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/143.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 143"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "143"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 143
+
+State House district 143 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/144.md b/data/jurisdictions/us/states/me/districts/house/144.md
new file mode 100644
index 0000000000..4ba482fcef
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/144.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 144"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "144"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 144
+
+State House district 144 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/145.md b/data/jurisdictions/us/states/me/districts/house/145.md
new file mode 100644
index 0000000000..36e4db78b5
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/145.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 145"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "145"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 145
+
+State House district 145 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/146.md b/data/jurisdictions/us/states/me/districts/house/146.md
new file mode 100644
index 0000000000..475571650e
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/146.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 146"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "146"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 146
+
+State House district 146 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/147.md b/data/jurisdictions/us/states/me/districts/house/147.md
new file mode 100644
index 0000000000..7938909667
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/147.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 147"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "147"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 147
+
+State House district 147 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/148.md b/data/jurisdictions/us/states/me/districts/house/148.md
new file mode 100644
index 0000000000..33b8299694
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/148.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 148"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "148"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 148
+
+State House district 148 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/149.md b/data/jurisdictions/us/states/me/districts/house/149.md
new file mode 100644
index 0000000000..46fce8c566
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/149.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 149"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "149"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 149
+
+State House district 149 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/15.md b/data/jurisdictions/us/states/me/districts/house/15.md
new file mode 100644
index 0000000000..c1c1761778
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 15"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 15
+
+State House district 15 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/150.md b/data/jurisdictions/us/states/me/districts/house/150.md
new file mode 100644
index 0000000000..26936d9c33
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/150.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 150"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "150"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 150
+
+State House district 150 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/151.md b/data/jurisdictions/us/states/me/districts/house/151.md
new file mode 100644
index 0000000000..3b09ea3534
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/151.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 151"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "151"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 151
+
+State House district 151 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/16.md b/data/jurisdictions/us/states/me/districts/house/16.md
new file mode 100644
index 0000000000..4a57bb37c1
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 16"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 16
+
+State House district 16 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/17.md b/data/jurisdictions/us/states/me/districts/house/17.md
new file mode 100644
index 0000000000..613561c885
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 17"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 17
+
+State House district 17 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/18.md b/data/jurisdictions/us/states/me/districts/house/18.md
new file mode 100644
index 0000000000..971cebda41
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 18"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 18
+
+State House district 18 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/19.md b/data/jurisdictions/us/states/me/districts/house/19.md
new file mode 100644
index 0000000000..fbf11dccc6
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 19"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 19
+
+State House district 19 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/2.md b/data/jurisdictions/us/states/me/districts/house/2.md
new file mode 100644
index 0000000000..dbb804d970
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 2"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 2
+
+State House district 2 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/20.md b/data/jurisdictions/us/states/me/districts/house/20.md
new file mode 100644
index 0000000000..1f41206432
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 20"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 20
+
+State House district 20 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/21.md b/data/jurisdictions/us/states/me/districts/house/21.md
new file mode 100644
index 0000000000..95b515bfbd
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 21"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 21
+
+State House district 21 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/22.md b/data/jurisdictions/us/states/me/districts/house/22.md
new file mode 100644
index 0000000000..7c85d566ab
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 22"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 22
+
+State House district 22 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/23.md b/data/jurisdictions/us/states/me/districts/house/23.md
new file mode 100644
index 0000000000..0e4408a800
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 23"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 23
+
+State House district 23 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/24.md b/data/jurisdictions/us/states/me/districts/house/24.md
new file mode 100644
index 0000000000..6410b3ac48
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 24"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 24
+
+State House district 24 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/25.md b/data/jurisdictions/us/states/me/districts/house/25.md
new file mode 100644
index 0000000000..40c53fdea4
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 25"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 25
+
+State House district 25 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/26.md b/data/jurisdictions/us/states/me/districts/house/26.md
new file mode 100644
index 0000000000..d50ac12129
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 26"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 26
+
+State House district 26 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/27.md b/data/jurisdictions/us/states/me/districts/house/27.md
new file mode 100644
index 0000000000..53bda2da5a
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 27"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 27
+
+State House district 27 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/28.md b/data/jurisdictions/us/states/me/districts/house/28.md
new file mode 100644
index 0000000000..d13ab07462
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 28"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 28
+
+State House district 28 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/3.md b/data/jurisdictions/us/states/me/districts/house/3.md
new file mode 100644
index 0000000000..a2e9c6e9f7
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 3"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 3
+
+State House district 3 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/30.md b/data/jurisdictions/us/states/me/districts/house/30.md
new file mode 100644
index 0000000000..42c430db99
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 30"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 30
+
+State House district 30 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/31.md b/data/jurisdictions/us/states/me/districts/house/31.md
new file mode 100644
index 0000000000..2c26ffe532
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 31"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 31
+
+State House district 31 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/32.md b/data/jurisdictions/us/states/me/districts/house/32.md
new file mode 100644
index 0000000000..0e2b0c3f9b
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 32"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 32
+
+State House district 32 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/33.md b/data/jurisdictions/us/states/me/districts/house/33.md
new file mode 100644
index 0000000000..e7ba53c854
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 33"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 33
+
+State House district 33 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/34.md b/data/jurisdictions/us/states/me/districts/house/34.md
new file mode 100644
index 0000000000..b6c3b6326d
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 34"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 34
+
+State House district 34 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/35.md b/data/jurisdictions/us/states/me/districts/house/35.md
new file mode 100644
index 0000000000..b218e20fe2
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 35"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 35
+
+State House district 35 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/36.md b/data/jurisdictions/us/states/me/districts/house/36.md
new file mode 100644
index 0000000000..02ebab8648
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 36"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 36
+
+State House district 36 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/37.md b/data/jurisdictions/us/states/me/districts/house/37.md
new file mode 100644
index 0000000000..20a2cbf6b3
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 37"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 37
+
+State House district 37 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/38.md b/data/jurisdictions/us/states/me/districts/house/38.md
new file mode 100644
index 0000000000..527faac8ec
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 38"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 38
+
+State House district 38 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/39.md b/data/jurisdictions/us/states/me/districts/house/39.md
new file mode 100644
index 0000000000..8ef67d7692
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 39"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 39
+
+State House district 39 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/4.md b/data/jurisdictions/us/states/me/districts/house/4.md
new file mode 100644
index 0000000000..a3a33e4151
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 4"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 4
+
+State House district 4 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/40.md b/data/jurisdictions/us/states/me/districts/house/40.md
new file mode 100644
index 0000000000..d1bb0eeceb
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 40"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 40
+
+State House district 40 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/41.md b/data/jurisdictions/us/states/me/districts/house/41.md
new file mode 100644
index 0000000000..d5b7bb0b36
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 41"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 41
+
+State House district 41 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/42.md b/data/jurisdictions/us/states/me/districts/house/42.md
new file mode 100644
index 0000000000..4f78669d2f
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 42"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 42
+
+State House district 42 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/43.md b/data/jurisdictions/us/states/me/districts/house/43.md
new file mode 100644
index 0000000000..dadd4faa86
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 43"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 43
+
+State House district 43 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/44.md b/data/jurisdictions/us/states/me/districts/house/44.md
new file mode 100644
index 0000000000..0637173fcd
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 44"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 44
+
+State House district 44 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/45.md b/data/jurisdictions/us/states/me/districts/house/45.md
new file mode 100644
index 0000000000..d3c6591f61
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 45"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 45
+
+State House district 45 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/46.md b/data/jurisdictions/us/states/me/districts/house/46.md
new file mode 100644
index 0000000000..db445393d3
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 46"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 46
+
+State House district 46 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/47.md b/data/jurisdictions/us/states/me/districts/house/47.md
new file mode 100644
index 0000000000..85fe1ec3a5
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 47"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 47
+
+State House district 47 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/48.md b/data/jurisdictions/us/states/me/districts/house/48.md
new file mode 100644
index 0000000000..7d080be38a
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 48"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 48
+
+State House district 48 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/49.md b/data/jurisdictions/us/states/me/districts/house/49.md
new file mode 100644
index 0000000000..7129b955a4
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 49"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 49
+
+State House district 49 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/5.md b/data/jurisdictions/us/states/me/districts/house/5.md
new file mode 100644
index 0000000000..29133340d2
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 5"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 5
+
+State House district 5 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/50.md b/data/jurisdictions/us/states/me/districts/house/50.md
new file mode 100644
index 0000000000..48a482b9b8
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 50"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 50
+
+State House district 50 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/51.md b/data/jurisdictions/us/states/me/districts/house/51.md
new file mode 100644
index 0000000000..8ddccfe389
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 51"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 51
+
+State House district 51 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/52.md b/data/jurisdictions/us/states/me/districts/house/52.md
new file mode 100644
index 0000000000..6a4fc85997
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 52"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 52
+
+State House district 52 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/53.md b/data/jurisdictions/us/states/me/districts/house/53.md
new file mode 100644
index 0000000000..05ddcece4f
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 53"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 53
+
+State House district 53 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/54.md b/data/jurisdictions/us/states/me/districts/house/54.md
new file mode 100644
index 0000000000..7437f268fc
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 54"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 54
+
+State House district 54 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/55.md b/data/jurisdictions/us/states/me/districts/house/55.md
new file mode 100644
index 0000000000..1c55167e51
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 55"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 55
+
+State House district 55 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/56.md b/data/jurisdictions/us/states/me/districts/house/56.md
new file mode 100644
index 0000000000..9f36bbffba
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 56"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 56
+
+State House district 56 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/57.md b/data/jurisdictions/us/states/me/districts/house/57.md
new file mode 100644
index 0000000000..8cb5254fef
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 57"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 57
+
+State House district 57 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/58.md b/data/jurisdictions/us/states/me/districts/house/58.md
new file mode 100644
index 0000000000..6fd1c9256f
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 58"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 58
+
+State House district 58 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/59.md b/data/jurisdictions/us/states/me/districts/house/59.md
new file mode 100644
index 0000000000..622a691639
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 59"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 59
+
+State House district 59 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/6.md b/data/jurisdictions/us/states/me/districts/house/6.md
new file mode 100644
index 0000000000..95ca31482d
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 6"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 6
+
+State House district 6 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/60.md b/data/jurisdictions/us/states/me/districts/house/60.md
new file mode 100644
index 0000000000..39986c4191
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 60"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 60
+
+State House district 60 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/61.md b/data/jurisdictions/us/states/me/districts/house/61.md
new file mode 100644
index 0000000000..0c67a253a0
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 61"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 61
+
+State House district 61 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/62.md b/data/jurisdictions/us/states/me/districts/house/62.md
new file mode 100644
index 0000000000..e00c42a06b
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 62"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 62
+
+State House district 62 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/63.md b/data/jurisdictions/us/states/me/districts/house/63.md
new file mode 100644
index 0000000000..be34e6f20a
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 63"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 63
+
+State House district 63 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/64.md b/data/jurisdictions/us/states/me/districts/house/64.md
new file mode 100644
index 0000000000..8115fd9e7b
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 64"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 64
+
+State House district 64 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/65.md b/data/jurisdictions/us/states/me/districts/house/65.md
new file mode 100644
index 0000000000..6fbb218d00
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 65"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 65
+
+State House district 65 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/66.md b/data/jurisdictions/us/states/me/districts/house/66.md
new file mode 100644
index 0000000000..6412a4bced
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 66"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 66
+
+State House district 66 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/67.md b/data/jurisdictions/us/states/me/districts/house/67.md
new file mode 100644
index 0000000000..7fa683d291
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 67"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 67
+
+State House district 67 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/68.md b/data/jurisdictions/us/states/me/districts/house/68.md
new file mode 100644
index 0000000000..2203285085
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 68"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 68
+
+State House district 68 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/69.md b/data/jurisdictions/us/states/me/districts/house/69.md
new file mode 100644
index 0000000000..b56d5333e7
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 69"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 69
+
+State House district 69 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/7.md b/data/jurisdictions/us/states/me/districts/house/7.md
new file mode 100644
index 0000000000..1958d0fdf8
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 7"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 7
+
+State House district 7 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/70.md b/data/jurisdictions/us/states/me/districts/house/70.md
new file mode 100644
index 0000000000..fde695bbd3
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 70"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 70
+
+State House district 70 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/71.md b/data/jurisdictions/us/states/me/districts/house/71.md
new file mode 100644
index 0000000000..3afb20efcb
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 71"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 71
+
+State House district 71 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/72.md b/data/jurisdictions/us/states/me/districts/house/72.md
new file mode 100644
index 0000000000..f8ace80940
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 72"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 72
+
+State House district 72 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/73.md b/data/jurisdictions/us/states/me/districts/house/73.md
new file mode 100644
index 0000000000..4034b9030c
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 73"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 73
+
+State House district 73 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/74.md b/data/jurisdictions/us/states/me/districts/house/74.md
new file mode 100644
index 0000000000..4ad8c54abd
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 74"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 74
+
+State House district 74 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/75.md b/data/jurisdictions/us/states/me/districts/house/75.md
new file mode 100644
index 0000000000..b209da496e
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 75"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 75
+
+State House district 75 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/76.md b/data/jurisdictions/us/states/me/districts/house/76.md
new file mode 100644
index 0000000000..4035eab3a8
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 76"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 76
+
+State House district 76 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/77.md b/data/jurisdictions/us/states/me/districts/house/77.md
new file mode 100644
index 0000000000..8fd536fdd6
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 77"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 77
+
+State House district 77 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/78.md b/data/jurisdictions/us/states/me/districts/house/78.md
new file mode 100644
index 0000000000..2bda2dbecb
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 78"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 78
+
+State House district 78 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/79.md b/data/jurisdictions/us/states/me/districts/house/79.md
new file mode 100644
index 0000000000..c2190ee575
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 79"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 79
+
+State House district 79 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/8.md b/data/jurisdictions/us/states/me/districts/house/8.md
new file mode 100644
index 0000000000..415c8f2186
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 8"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 8
+
+State House district 8 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/80.md b/data/jurisdictions/us/states/me/districts/house/80.md
new file mode 100644
index 0000000000..45b5428640
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 80"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 80
+
+State House district 80 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/81.md b/data/jurisdictions/us/states/me/districts/house/81.md
new file mode 100644
index 0000000000..30a0174913
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 81"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 81
+
+State House district 81 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/82.md b/data/jurisdictions/us/states/me/districts/house/82.md
new file mode 100644
index 0000000000..3c02af3369
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 82"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 82
+
+State House district 82 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/83.md b/data/jurisdictions/us/states/me/districts/house/83.md
new file mode 100644
index 0000000000..1187eb9948
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 83"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 83
+
+State House district 83 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/84.md b/data/jurisdictions/us/states/me/districts/house/84.md
new file mode 100644
index 0000000000..a2b2d23faa
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 84"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 84
+
+State House district 84 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/85.md b/data/jurisdictions/us/states/me/districts/house/85.md
new file mode 100644
index 0000000000..22fc4956c9
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 85"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 85
+
+State House district 85 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/86.md b/data/jurisdictions/us/states/me/districts/house/86.md
new file mode 100644
index 0000000000..73f1991d37
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 86"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 86
+
+State House district 86 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/87.md b/data/jurisdictions/us/states/me/districts/house/87.md
new file mode 100644
index 0000000000..846dd0bc38
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 87"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 87
+
+State House district 87 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/88.md b/data/jurisdictions/us/states/me/districts/house/88.md
new file mode 100644
index 0000000000..3355ae47a4
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 88"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 88
+
+State House district 88 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/89.md b/data/jurisdictions/us/states/me/districts/house/89.md
new file mode 100644
index 0000000000..5cf67ca5ff
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 89"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 89
+
+State House district 89 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/9.md b/data/jurisdictions/us/states/me/districts/house/9.md
new file mode 100644
index 0000000000..5baf1cc48a
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 9"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 9
+
+State House district 9 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/90.md b/data/jurisdictions/us/states/me/districts/house/90.md
new file mode 100644
index 0000000000..4677b60c21
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 90"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 90
+
+State House district 90 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/91.md b/data/jurisdictions/us/states/me/districts/house/91.md
new file mode 100644
index 0000000000..44ef4b29a6
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 91"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 91
+
+State House district 91 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/92.md b/data/jurisdictions/us/states/me/districts/house/92.md
new file mode 100644
index 0000000000..130b84c774
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 92"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 92
+
+State House district 92 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/93.md b/data/jurisdictions/us/states/me/districts/house/93.md
new file mode 100644
index 0000000000..cf49f7b2e0
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 93"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 93
+
+State House district 93 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/94.md b/data/jurisdictions/us/states/me/districts/house/94.md
new file mode 100644
index 0000000000..8cad10e67d
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 94"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 94
+
+State House district 94 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/95.md b/data/jurisdictions/us/states/me/districts/house/95.md
new file mode 100644
index 0000000000..8d04e5d5c1
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 95"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 95
+
+State House district 95 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/96.md b/data/jurisdictions/us/states/me/districts/house/96.md
new file mode 100644
index 0000000000..8974153ffb
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 96"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 96
+
+State House district 96 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/97.md b/data/jurisdictions/us/states/me/districts/house/97.md
new file mode 100644
index 0000000000..d578b12a16
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 97"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 97
+
+State House district 97 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/98.md b/data/jurisdictions/us/states/me/districts/house/98.md
new file mode 100644
index 0000000000..7996a64f7f
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 98"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 98
+
+State House district 98 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/99.md b/data/jurisdictions/us/states/me/districts/house/99.md
new file mode 100644
index 0000000000..cf081b5b24
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District 99"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District 99
+
+State House district 99 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/houlton-band-of-maliseet-indians.md b/data/jurisdictions/us/states/me/districts/house/houlton-band-of-maliseet-indians.md
new file mode 100644
index 0000000000..2a1c10a01b
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/houlton-band-of-maliseet-indians.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District Houlton Band of Maliseet Indians"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "Houlton Band of Maliseet Indians"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District Houlton Band of Maliseet Indians
+
+State House district Houlton Band of Maliseet Indians (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/house/passamaquoddy-tribe.md b/data/jurisdictions/us/states/me/districts/house/passamaquoddy-tribe.md
new file mode 100644
index 0000000000..13a4aa1d3b
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/house/passamaquoddy-tribe.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME House District Passamaquoddy Tribe"
+classification: state-house-district
+state: "ME"
+chamber: "house"
+district: "Passamaquoddy Tribe"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME House District Passamaquoddy Tribe
+
+State House district Passamaquoddy Tribe (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/1.md b/data/jurisdictions/us/states/me/districts/senate/1.md
new file mode 100644
index 0000000000..e5a0d388a4
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 1"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 1
+
+State Senate district 1 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/10.md b/data/jurisdictions/us/states/me/districts/senate/10.md
new file mode 100644
index 0000000000..3f87033949
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 10"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 10
+
+State Senate district 10 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/11.md b/data/jurisdictions/us/states/me/districts/senate/11.md
new file mode 100644
index 0000000000..aeb984001d
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 11"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 11
+
+State Senate district 11 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/12.md b/data/jurisdictions/us/states/me/districts/senate/12.md
new file mode 100644
index 0000000000..f4e15e9250
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 12"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 12
+
+State Senate district 12 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/13.md b/data/jurisdictions/us/states/me/districts/senate/13.md
new file mode 100644
index 0000000000..b0cd60c86b
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 13"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 13
+
+State Senate district 13 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/14.md b/data/jurisdictions/us/states/me/districts/senate/14.md
new file mode 100644
index 0000000000..06581a7c72
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 14"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 14
+
+State Senate district 14 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/15.md b/data/jurisdictions/us/states/me/districts/senate/15.md
new file mode 100644
index 0000000000..fc083d503b
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 15"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 15
+
+State Senate district 15 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/16.md b/data/jurisdictions/us/states/me/districts/senate/16.md
new file mode 100644
index 0000000000..65641e9e61
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 16"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 16
+
+State Senate district 16 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/17.md b/data/jurisdictions/us/states/me/districts/senate/17.md
new file mode 100644
index 0000000000..bb5ff3ef41
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 17"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 17
+
+State Senate district 17 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/18.md b/data/jurisdictions/us/states/me/districts/senate/18.md
new file mode 100644
index 0000000000..7197076912
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 18"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 18
+
+State Senate district 18 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/19.md b/data/jurisdictions/us/states/me/districts/senate/19.md
new file mode 100644
index 0000000000..bd1647bdae
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 19"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 19
+
+State Senate district 19 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/2.md b/data/jurisdictions/us/states/me/districts/senate/2.md
new file mode 100644
index 0000000000..29047a385f
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 2"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 2
+
+State Senate district 2 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/20.md b/data/jurisdictions/us/states/me/districts/senate/20.md
new file mode 100644
index 0000000000..2d9bde0347
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 20"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 20
+
+State Senate district 20 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/21.md b/data/jurisdictions/us/states/me/districts/senate/21.md
new file mode 100644
index 0000000000..e6bd83cd52
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 21"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 21
+
+State Senate district 21 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/22.md b/data/jurisdictions/us/states/me/districts/senate/22.md
new file mode 100644
index 0000000000..126dbfdffe
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 22"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 22
+
+State Senate district 22 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/23.md b/data/jurisdictions/us/states/me/districts/senate/23.md
new file mode 100644
index 0000000000..01557bea1a
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 23"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 23
+
+State Senate district 23 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/24.md b/data/jurisdictions/us/states/me/districts/senate/24.md
new file mode 100644
index 0000000000..a348ca09be
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 24"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 24
+
+State Senate district 24 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/25.md b/data/jurisdictions/us/states/me/districts/senate/25.md
new file mode 100644
index 0000000000..053597cfeb
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 25"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 25
+
+State Senate district 25 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/26.md b/data/jurisdictions/us/states/me/districts/senate/26.md
new file mode 100644
index 0000000000..e89076f8db
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 26"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 26
+
+State Senate district 26 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/27.md b/data/jurisdictions/us/states/me/districts/senate/27.md
new file mode 100644
index 0000000000..04bffea157
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 27"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 27
+
+State Senate district 27 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/28.md b/data/jurisdictions/us/states/me/districts/senate/28.md
new file mode 100644
index 0000000000..d8e6696673
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 28"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 28
+
+State Senate district 28 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/29.md b/data/jurisdictions/us/states/me/districts/senate/29.md
new file mode 100644
index 0000000000..cfa74e00c9
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 29"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 29
+
+State Senate district 29 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/3.md b/data/jurisdictions/us/states/me/districts/senate/3.md
new file mode 100644
index 0000000000..2d2845e5bb
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 3"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 3
+
+State Senate district 3 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/30.md b/data/jurisdictions/us/states/me/districts/senate/30.md
new file mode 100644
index 0000000000..9de10d468f
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 30"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 30
+
+State Senate district 30 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/31.md b/data/jurisdictions/us/states/me/districts/senate/31.md
new file mode 100644
index 0000000000..a91649eae1
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 31"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 31
+
+State Senate district 31 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/32.md b/data/jurisdictions/us/states/me/districts/senate/32.md
new file mode 100644
index 0000000000..d99b8e65cd
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 32"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 32
+
+State Senate district 32 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/33.md b/data/jurisdictions/us/states/me/districts/senate/33.md
new file mode 100644
index 0000000000..1ce7590ed0
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 33"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 33
+
+State Senate district 33 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/34.md b/data/jurisdictions/us/states/me/districts/senate/34.md
new file mode 100644
index 0000000000..2c0ae7d534
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 34"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 34
+
+State Senate district 34 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/35.md b/data/jurisdictions/us/states/me/districts/senate/35.md
new file mode 100644
index 0000000000..e4a0f64f17
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 35"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 35
+
+State Senate district 35 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/4.md b/data/jurisdictions/us/states/me/districts/senate/4.md
new file mode 100644
index 0000000000..0cfb43849e
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 4"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 4
+
+State Senate district 4 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/5.md b/data/jurisdictions/us/states/me/districts/senate/5.md
new file mode 100644
index 0000000000..7a56920ff9
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 5"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 5
+
+State Senate district 5 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/6.md b/data/jurisdictions/us/states/me/districts/senate/6.md
new file mode 100644
index 0000000000..62aabbe890
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 6"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 6
+
+State Senate district 6 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/7.md b/data/jurisdictions/us/states/me/districts/senate/7.md
new file mode 100644
index 0000000000..ac43866433
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 7"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 7
+
+State Senate district 7 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/8.md b/data/jurisdictions/us/states/me/districts/senate/8.md
new file mode 100644
index 0000000000..96eeabd5da
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 8"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 8
+
+State Senate district 8 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/districts/senate/9.md b/data/jurisdictions/us/states/me/districts/senate/9.md
new file mode 100644
index 0000000000..33b1638389
--- /dev/null
+++ b/data/jurisdictions/us/states/me/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ME Senate District 9"
+classification: state-senate-district
+state: "ME"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, me]
+timestamp: "2026-07-03"
+---
+
+# ME Senate District 9
+
+State Senate district 9 (ME).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/me/people/aaron-dana.md b/data/jurisdictions/us/states/me/people/aaron-dana.md
index d558198b90..30978664f7 100644
--- a/data/jurisdictions/us/states/me/people/aaron-dana.md
+++ b/data/jurisdictions/us/states/me/people/aaron-dana.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District Passamaquoddy Tribe"
+represents: "us/states/me/districts/house/passamaquoddy-tribe"
 tenure:
   start: "2022-10-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District Passamaquoddy Tribe (ME State House of Representatives District Passamaquoddy Tribe).
 
+Represents [ME State House of Representatives District Passamaquoddy Tribe](/us/states/me/districts/house/passamaquoddy-tribe.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/abden-simmons.md b/data/jurisdictions/us/states/me/people/abden-simmons.md
index 0caaea8f72..d1d7bad9f0 100644
--- a/data/jurisdictions/us/states/me/people/abden-simmons.md
+++ b/data/jurisdictions/us/states/me/people/abden-simmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 45"
+represents: "us/states/me/districts/house/45"
 tenure:
   start: "2023-06-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 45 (ME State House of Representatives District 45).
 
+Represents [ME State House of Representatives District 45](/us/states/me/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/abigail-griffin.md b/data/jurisdictions/us/states/me/people/abigail-griffin.md
index 8bb19faf21..134d3cac82 100644
--- a/data/jurisdictions/us/states/me/people/abigail-griffin.md
+++ b/data/jurisdictions/us/states/me/people/abigail-griffin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 34"
+represents: "us/states/me/districts/house/34"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 34 (ME State House of Representatives District 34).
 
+Represents [ME State House of Representatives District 34](/us/states/me/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/adam-lee.md b/data/jurisdictions/us/states/me/people/adam-lee.md
index 5133c3e4e4..1f4c3b4d85 100644
--- a/data/jurisdictions/us/states/me/people/adam-lee.md
+++ b/data/jurisdictions/us/states/me/people/adam-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 89"
+represents: "us/states/me/districts/house/89"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 89 (ME State House of Representatives District 89).
 
+Represents [ME State House of Representatives District 89](/us/states/me/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/alicia-collins.md b/data/jurisdictions/us/states/me/people/alicia-collins.md
index 5f624cd9db..4f8bc28b01 100644
--- a/data/jurisdictions/us/states/me/people/alicia-collins.md
+++ b/data/jurisdictions/us/states/me/people/alicia-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 61"
+represents: "us/states/me/districts/house/61"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 61 (ME State House of Representatives District 61).
 
+Represents [ME State House of Representatives District 61](/us/states/me/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/allison-hepler.md b/data/jurisdictions/us/states/me/people/allison-hepler.md
index f524b2f127..6c4458a3f5 100644
--- a/data/jurisdictions/us/states/me/people/allison-hepler.md
+++ b/data/jurisdictions/us/states/me/people/allison-hepler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 49"
+represents: "us/states/me/districts/house/49"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 49 (ME State House of Representatives District 49).
 
+Represents [ME State House of Representatives District 49](/us/states/me/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/amanda-collamore.md b/data/jurisdictions/us/states/me/people/amanda-collamore.md
index 78329d7642..92ae3f3515 100644
--- a/data/jurisdictions/us/states/me/people/amanda-collamore.md
+++ b/data/jurisdictions/us/states/me/people/amanda-collamore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 68"
+represents: "us/states/me/districts/house/68"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 68 (ME State House of Representatives District 68).
 
+Represents [ME State House of Representatives District 68](/us/states/me/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/ambureen-rana.md b/data/jurisdictions/us/states/me/people/ambureen-rana.md
index e18be052c8..bbb8fbd33b 100644
--- a/data/jurisdictions/us/states/me/people/ambureen-rana.md
+++ b/data/jurisdictions/us/states/me/people/ambureen-rana.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 21"
+represents: "us/states/me/districts/house/21"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 21 (ME State House of Representatives District 21).
 
+Represents [ME State House of Representatives District 21](/us/states/me/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/amy-arata.md b/data/jurisdictions/us/states/me/people/amy-arata.md
index 800816b0bd..9787e9afcf 100644
--- a/data/jurisdictions/us/states/me/people/amy-arata.md
+++ b/data/jurisdictions/us/states/me/people/amy-arata.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 104"
+represents: "us/states/me/districts/house/104"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 104 (ME State House of Representatives District 104).
 
+Represents [ME State House of Representatives District 104](/us/states/me/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/amy-kuhn.md b/data/jurisdictions/us/states/me/people/amy-kuhn.md
index a5cfa84cc9..80836f135f 100644
--- a/data/jurisdictions/us/states/me/people/amy-kuhn.md
+++ b/data/jurisdictions/us/states/me/people/amy-kuhn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 111"
+represents: "us/states/me/districts/house/111"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 111 (ME State House of Representatives District 111).
 
+Represents [ME State House of Representatives District 111](/us/states/me/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/amy-roeder.md b/data/jurisdictions/us/states/me/people/amy-roeder.md
index 7d59392471..5c038e3149 100644
--- a/data/jurisdictions/us/states/me/people/amy-roeder.md
+++ b/data/jurisdictions/us/states/me/people/amy-roeder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 23"
+represents: "us/states/me/districts/house/23"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 23 (ME State House of Representatives District 23).
 
+Represents [ME State House of Representatives District 23](/us/states/me/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/ann-fredericks.md b/data/jurisdictions/us/states/me/people/ann-fredericks.md
index cff9c2081f..669817d110 100644
--- a/data/jurisdictions/us/states/me/people/ann-fredericks.md
+++ b/data/jurisdictions/us/states/me/people/ann-fredericks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 143"
+represents: "us/states/me/districts/house/143"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 143 (ME State House of Representatives District 143).
 
+Represents [ME State House of Representatives District 143](/us/states/me/districts/house/143.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/ann-matlack.md b/data/jurisdictions/us/states/me/people/ann-matlack.md
index cab313cfbf..988c1a4072 100644
--- a/data/jurisdictions/us/states/me/people/ann-matlack.md
+++ b/data/jurisdictions/us/states/me/people/ann-matlack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 43"
+represents: "us/states/me/districts/house/43"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 43 (ME State House of Representatives District 43).
 
+Represents [ME State House of Representatives District 43](/us/states/me/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/anne-carney.md b/data/jurisdictions/us/states/me/people/anne-carney.md
index bb8134991e..513f483b03 100644
--- a/data/jurisdictions/us/states/me/people/anne-carney.md
+++ b/data/jurisdictions/us/states/me/people/anne-carney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 29"
+represents: "us/states/me/districts/senate/29"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 29 (ME State Senate District 29).
 
+Represents [ME State Senate District 29](/us/states/me/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/anne-marie-mastraccio.md b/data/jurisdictions/us/states/me/people/anne-marie-mastraccio.md
index 7996871ab5..da16e55643 100644
--- a/data/jurisdictions/us/states/me/people/anne-marie-mastraccio.md
+++ b/data/jurisdictions/us/states/me/people/anne-marie-mastraccio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 142"
+represents: "us/states/me/districts/house/142"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 142 (ME State House of Representatives District 142).
 
+Represents [ME State House of Representatives District 142](/us/states/me/districts/house/142.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/annie-graham.md b/data/jurisdictions/us/states/me/people/annie-graham.md
index 645fb2f114..49ed4694b2 100644
--- a/data/jurisdictions/us/states/me/people/annie-graham.md
+++ b/data/jurisdictions/us/states/me/people/annie-graham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 105"
+represents: "us/states/me/districts/house/105"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 105 (ME State House of Representatives District 105).
 
+Represents [ME State House of Representatives District 105](/us/states/me/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/art-bell.md b/data/jurisdictions/us/states/me/people/art-bell.md
index 167f67fc3b..2121845451 100644
--- a/data/jurisdictions/us/states/me/people/art-bell.md
+++ b/data/jurisdictions/us/states/me/people/art-bell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 103"
+represents: "us/states/me/districts/house/103"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 103 (ME State House of Representatives District 103).
 
+Represents [ME State House of Representatives District 103](/us/states/me/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/artie-mingo.md b/data/jurisdictions/us/states/me/people/artie-mingo.md
index a24b0fa4d2..9978c03ffb 100644
--- a/data/jurisdictions/us/states/me/people/artie-mingo.md
+++ b/data/jurisdictions/us/states/me/people/artie-mingo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 9"
+represents: "us/states/me/districts/house/9"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 9 (ME State House of Representatives District 9).
 
+Represents [ME State House of Representatives District 9](/us/states/me/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/barbara-bagshaw.md b/data/jurisdictions/us/states/me/people/barbara-bagshaw.md
index 176e1386ce..88d41f97a7 100644
--- a/data/jurisdictions/us/states/me/people/barbara-bagshaw.md
+++ b/data/jurisdictions/us/states/me/people/barbara-bagshaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 106"
+represents: "us/states/me/districts/house/106"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 106 (ME State House of Representatives District 106).
 
+Represents [ME State House of Representatives District 106](/us/states/me/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/ben-hymes.md b/data/jurisdictions/us/states/me/people/ben-hymes.md
index 6e30e947c9..1f787f080f 100644
--- a/data/jurisdictions/us/states/me/people/ben-hymes.md
+++ b/data/jurisdictions/us/states/me/people/ben-hymes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 38"
+represents: "us/states/me/districts/house/38"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 38 (ME State House of Representatives District 38).
 
+Represents [ME State House of Representatives District 38](/us/states/me/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/bill-bridgeo.md b/data/jurisdictions/us/states/me/people/bill-bridgeo.md
index 6025f102ab..379db46835 100644
--- a/data/jurisdictions/us/states/me/people/bill-bridgeo.md
+++ b/data/jurisdictions/us/states/me/people/bill-bridgeo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 60"
+represents: "us/states/me/districts/house/60"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 60 (ME State House of Representatives District 60).
 
+Represents [ME State House of Representatives District 60](/us/states/me/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/bill-pluecker.md b/data/jurisdictions/us/states/me/people/bill-pluecker.md
index 3da687d2b4..912240c886 100644
--- a/data/jurisdictions/us/states/me/people/bill-pluecker.md
+++ b/data/jurisdictions/us/states/me/people/bill-pluecker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 44"
+represents: "us/states/me/districts/house/44"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 44 (ME State House of Representatives District 44).
 
+Represents [ME State House of Representatives District 44](/us/states/me/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/billy-bob-faulkingham.md b/data/jurisdictions/us/states/me/people/billy-bob-faulkingham.md
index b0f69251f8..3ed0c61736 100644
--- a/data/jurisdictions/us/states/me/people/billy-bob-faulkingham.md
+++ b/data/jurisdictions/us/states/me/people/billy-bob-faulkingham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 12"
+represents: "us/states/me/districts/house/12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 12 (ME State House of Representatives District 12).
 
+Represents [ME State House of Representatives District 12](/us/states/me/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/bob-foley.md b/data/jurisdictions/us/states/me/people/bob-foley.md
index f226f83c28..d214e53e40 100644
--- a/data/jurisdictions/us/states/me/people/bob-foley.md
+++ b/data/jurisdictions/us/states/me/people/bob-foley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 145"
+represents: "us/states/me/districts/house/145"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 145 (ME State House of Representatives District 145).
 
+Represents [ME State House of Representatives District 145](/us/states/me/districts/house/145.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/bob-nutting.md b/data/jurisdictions/us/states/me/people/bob-nutting.md
index d4a7621c3a..5fd120a065 100644
--- a/data/jurisdictions/us/states/me/people/bob-nutting.md
+++ b/data/jurisdictions/us/states/me/people/bob-nutting.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 66"
+represents: "us/states/me/districts/house/66"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 66 (ME State House of Representatives District 66).
 
+Represents [ME State House of Representatives District 66](/us/states/me/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/brad-farrin.md b/data/jurisdictions/us/states/me/people/brad-farrin.md
index ce9aafe6c3..5b9c822413 100644
--- a/data/jurisdictions/us/states/me/people/brad-farrin.md
+++ b/data/jurisdictions/us/states/me/people/brad-farrin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 3"
+represents: "us/states/me/districts/senate/3"
 tenure:
   start: "2018-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 3 (ME State Senate District 3).
 
+Represents [ME State Senate District 3](/us/states/me/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/brian-reynolds.md b/data/jurisdictions/us/states/me/people/brian-reynolds.md
index c0c6c8d3af..1a4b830ab6 100644
--- a/data/jurisdictions/us/states/me/people/brian-reynolds.md
+++ b/data/jurisdictions/us/states/me/people/brian-reynolds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District Houlton Band of Maliseet Indians"
+represents: "us/states/me/districts/house/houlton-band-of-maliseet-indians"
 tenure:
   start: "2025-05-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District Houlton Band of Maliseet Indians (ME State House of Representatives District Houlton Band of Maliseet Indians).
 
+Represents [ME State House of Representatives District Houlton Band of Maliseet Indians](/us/states/me/districts/house/houlton-band-of-maliseet-indians.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/bruce-bickford.md b/data/jurisdictions/us/states/me/people/bruce-bickford.md
index 29ad038e95..8a8e9d2274 100644
--- a/data/jurisdictions/us/states/me/people/bruce-bickford.md
+++ b/data/jurisdictions/us/states/me/people/bruce-bickford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 20"
+represents: "us/states/me/districts/senate/20"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 20 (ME State Senate District 20).
 
+Represents [ME State Senate District 20](/us/states/me/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/caldwell-jackson.md b/data/jurisdictions/us/states/me/people/caldwell-jackson.md
index 5a70aebb14..7f17ecdb5f 100644
--- a/data/jurisdictions/us/states/me/people/caldwell-jackson.md
+++ b/data/jurisdictions/us/states/me/people/caldwell-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 80"
+represents: "us/states/me/districts/house/80"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 80 (ME State House of Representatives District 80).
 
+Represents [ME State House of Representatives District 80](/us/states/me/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/cameron-reny.md b/data/jurisdictions/us/states/me/people/cameron-reny.md
index def87c334a..511efaae10 100644
--- a/data/jurisdictions/us/states/me/people/cameron-reny.md
+++ b/data/jurisdictions/us/states/me/people/cameron-reny.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 13"
+represents: "us/states/me/districts/senate/13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 13 (ME State Senate District 13).
 
+Represents [ME State Senate District 13](/us/states/me/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/cassie-julia.md b/data/jurisdictions/us/states/me/people/cassie-julia.md
index 53172bca64..604176f081 100644
--- a/data/jurisdictions/us/states/me/people/cassie-julia.md
+++ b/data/jurisdictions/us/states/me/people/cassie-julia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 65"
+represents: "us/states/me/districts/house/65"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 65 (ME State House of Representatives District 65).
 
+Represents [ME State House of Representatives District 65](/us/states/me/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/chad-perkins.md b/data/jurisdictions/us/states/me/people/chad-perkins.md
index a3b3c8d525..b5bcbcf316 100644
--- a/data/jurisdictions/us/states/me/people/chad-perkins.md
+++ b/data/jurisdictions/us/states/me/people/chad-perkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 31"
+represents: "us/states/me/districts/house/31"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 31 (ME State House of Representatives District 31).
 
+Represents [ME State House of Representatives District 31](/us/states/me/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/charles-skold.md b/data/jurisdictions/us/states/me/people/charles-skold.md
index c938999eda..b82e4b9cbc 100644
--- a/data/jurisdictions/us/states/me/people/charles-skold.md
+++ b/data/jurisdictions/us/states/me/people/charles-skold.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 119"
+represents: "us/states/me/districts/house/119"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 119 (ME State House of Representatives District 119).
 
+Represents [ME State House of Representatives District 119](/us/states/me/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/cheryl-golek.md b/data/jurisdictions/us/states/me/people/cheryl-golek.md
index 51cb354811..c917a4557f 100644
--- a/data/jurisdictions/us/states/me/people/cheryl-golek.md
+++ b/data/jurisdictions/us/states/me/people/cheryl-golek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 99"
+represents: "us/states/me/districts/house/99"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 99 (ME State House of Representatives District 99).
 
+Represents [ME State House of Representatives District 99](/us/states/me/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/chip-curry.md b/data/jurisdictions/us/states/me/people/chip-curry.md
index 7b97acc786..7d6ad05fd5 100644
--- a/data/jurisdictions/us/states/me/people/chip-curry.md
+++ b/data/jurisdictions/us/states/me/people/chip-curry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 11"
+represents: "us/states/me/districts/senate/11"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 11 (ME State Senate District 11).
 
+Represents [ME State Senate District 11](/us/states/me/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/christina-mitchell.md b/data/jurisdictions/us/states/me/people/christina-mitchell.md
index 3949b95b61..782f4ff4a2 100644
--- a/data/jurisdictions/us/states/me/people/christina-mitchell.md
+++ b/data/jurisdictions/us/states/me/people/christina-mitchell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 110"
+represents: "us/states/me/districts/house/110"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 110 (ME State House of Representatives District 110).
 
+Represents [ME State House of Representatives District 110](/us/states/me/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/christopher-kessler.md b/data/jurisdictions/us/states/me/people/christopher-kessler.md
index b7bc427cd0..76939015e9 100644
--- a/data/jurisdictions/us/states/me/people/christopher-kessler.md
+++ b/data/jurisdictions/us/states/me/people/christopher-kessler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 121"
+represents: "us/states/me/districts/house/121"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 121 (ME State House of Representatives District 121).
 
+Represents [ME State House of Representatives District 121](/us/states/me/districts/house/121.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/craig-hickman.md b/data/jurisdictions/us/states/me/people/craig-hickman.md
index a348d91941..11fd219a13 100644
--- a/data/jurisdictions/us/states/me/people/craig-hickman.md
+++ b/data/jurisdictions/us/states/me/people/craig-hickman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 14"
+represents: "us/states/me/districts/senate/14"
 tenure:
   start: "2021-03-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 14 (ME State Senate District 14).
 
+Represents [ME State Senate District 14](/us/states/me/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/dan-ankeles.md b/data/jurisdictions/us/states/me/people/dan-ankeles.md
index 73d28b1986..06170fb29e 100644
--- a/data/jurisdictions/us/states/me/people/dan-ankeles.md
+++ b/data/jurisdictions/us/states/me/people/dan-ankeles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 100"
+represents: "us/states/me/districts/house/100"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 100 (ME State House of Representatives District 100).
 
+Represents [ME State House of Representatives District 100](/us/states/me/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/dan-sayre.md b/data/jurisdictions/us/states/me/people/dan-sayre.md
index e7c894294c..6cd7e36002 100644
--- a/data/jurisdictions/us/states/me/people/dan-sayre.md
+++ b/data/jurisdictions/us/states/me/people/dan-sayre.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 135"
+represents: "us/states/me/districts/house/135"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 135 (ME State House of Representatives District 135).
 
+Represents [ME State House of Representatives District 135](/us/states/me/districts/house/135.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/dan-shagoury.md b/data/jurisdictions/us/states/me/people/dan-shagoury.md
index 1f66683498..6d6b98b6ab 100644
--- a/data/jurisdictions/us/states/me/people/dan-shagoury.md
+++ b/data/jurisdictions/us/states/me/people/dan-shagoury.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 55"
+represents: "us/states/me/districts/house/55"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 55 (ME State House of Representatives District 55).
 
+Represents [ME State House of Representatives District 55](/us/states/me/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/dani-o-halloran.md b/data/jurisdictions/us/states/me/people/dani-o-halloran.md
index 2951ea5630..b36fb8d9a3 100644
--- a/data/jurisdictions/us/states/me/people/dani-o-halloran.md
+++ b/data/jurisdictions/us/states/me/people/dani-o-halloran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 20"
+represents: "us/states/me/districts/house/20"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 20 (ME State House of Representatives District 20).
 
+Represents [ME State House of Representatives District 20](/us/states/me/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/dave-rollins.md b/data/jurisdictions/us/states/me/people/dave-rollins.md
index 6d0acfd749..70d63cb6bf 100644
--- a/data/jurisdictions/us/states/me/people/dave-rollins.md
+++ b/data/jurisdictions/us/states/me/people/dave-rollins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 59"
+represents: "us/states/me/districts/house/59"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 59 (ME State House of Representatives District 59).
 
+Represents [ME State House of Representatives District 59](/us/states/me/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/david-boyer.md b/data/jurisdictions/us/states/me/people/david-boyer.md
index ee6b0ddc8a..884d1c43ce 100644
--- a/data/jurisdictions/us/states/me/people/david-boyer.md
+++ b/data/jurisdictions/us/states/me/people/david-boyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 87"
+represents: "us/states/me/districts/house/87"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 87 (ME State House of Representatives District 87).
 
+Represents [ME State House of Representatives District 87](/us/states/me/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/david-haggan.md b/data/jurisdictions/us/states/me/people/david-haggan.md
index f132d17ccf..0c4682f6b5 100644
--- a/data/jurisdictions/us/states/me/people/david-haggan.md
+++ b/data/jurisdictions/us/states/me/people/david-haggan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 10"
+represents: "us/states/me/districts/senate/10"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 10 (ME State Senate District 10).
 
+Represents [ME State Senate District 10](/us/states/me/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/david-sinclair.md b/data/jurisdictions/us/states/me/people/david-sinclair.md
index 0da1d00155..e2ad7fe4db 100644
--- a/data/jurisdictions/us/states/me/people/david-sinclair.md
+++ b/data/jurisdictions/us/states/me/people/david-sinclair.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 50"
+represents: "us/states/me/districts/house/50"
 tenure:
   start: "2023-11-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 50 (ME State House of Representatives District 50).
 
+Represents [ME State House of Representatives District 50](/us/states/me/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/dean-cray.md b/data/jurisdictions/us/states/me/people/dean-cray.md
index 2c5a75d286..95221ea81a 100644
--- a/data/jurisdictions/us/states/me/people/dean-cray.md
+++ b/data/jurisdictions/us/states/me/people/dean-cray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 69"
+represents: "us/states/me/districts/house/69"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 69 (ME State House of Representatives District 69).
 
+Represents [ME State House of Representatives District 69](/us/states/me/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/denise-tepler.md b/data/jurisdictions/us/states/me/people/denise-tepler.md
index b3deedc398..8e647af62f 100644
--- a/data/jurisdictions/us/states/me/people/denise-tepler.md
+++ b/data/jurisdictions/us/states/me/people/denise-tepler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 24"
+represents: "us/states/me/districts/senate/24"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 24 (ME State Senate District 24).
 
+Represents [ME State Senate District 24](/us/states/me/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/deqa-dhalac.md b/data/jurisdictions/us/states/me/people/deqa-dhalac.md
index 36dbc09d23..21c180da6c 100644
--- a/data/jurisdictions/us/states/me/people/deqa-dhalac.md
+++ b/data/jurisdictions/us/states/me/people/deqa-dhalac.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 120"
+represents: "us/states/me/districts/house/120"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 120 (ME State House of Representatives District 120).
 
+Represents [ME State House of Representatives District 120](/us/states/me/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/dick-bradstreet.md b/data/jurisdictions/us/states/me/people/dick-bradstreet.md
index ad2c485886..d27c4049ee 100644
--- a/data/jurisdictions/us/states/me/people/dick-bradstreet.md
+++ b/data/jurisdictions/us/states/me/people/dick-bradstreet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 15"
+represents: "us/states/me/districts/senate/15"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 15 (ME State Senate District 15).
 
+Represents [ME State Senate District 15](/us/states/me/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/dick-campbell.md b/data/jurisdictions/us/states/me/people/dick-campbell.md
index 1826d2d857..cbe5426d7c 100644
--- a/data/jurisdictions/us/states/me/people/dick-campbell.md
+++ b/data/jurisdictions/us/states/me/people/dick-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 19"
+represents: "us/states/me/districts/house/19"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 19 (ME State House of Representatives District 19).
 
+Represents [ME State House of Representatives District 19](/us/states/me/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/donald-ardell.md b/data/jurisdictions/us/states/me/people/donald-ardell.md
index cd7f3cb0f9..db23be42f5 100644
--- a/data/jurisdictions/us/states/me/people/donald-ardell.md
+++ b/data/jurisdictions/us/states/me/people/donald-ardell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 6"
+represents: "us/states/me/districts/house/6"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 6 (ME State House of Representatives District 6).
 
+Represents [ME State House of Representatives District 6](/us/states/me/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/donna-bailey.md b/data/jurisdictions/us/states/me/people/donna-bailey.md
index 42dd651818..94ba76220c 100644
--- a/data/jurisdictions/us/states/me/people/donna-bailey.md
+++ b/data/jurisdictions/us/states/me/people/donna-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 31"
+represents: "us/states/me/districts/senate/31"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 31 (ME State Senate District 31).
 
+Represents [ME State Senate District 31](/us/states/me/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/drew-gattine.md b/data/jurisdictions/us/states/me/people/drew-gattine.md
index 526338da3a..900205432b 100644
--- a/data/jurisdictions/us/states/me/people/drew-gattine.md
+++ b/data/jurisdictions/us/states/me/people/drew-gattine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 126"
+represents: "us/states/me/districts/house/126"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 126 (ME State House of Representatives District 126).
 
+Represents [ME State House of Representatives District 126](/us/states/me/districts/house/126.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/dylan-pugh.md b/data/jurisdictions/us/states/me/people/dylan-pugh.md
index 4a9947459d..9a5fd65719 100644
--- a/data/jurisdictions/us/states/me/people/dylan-pugh.md
+++ b/data/jurisdictions/us/states/me/people/dylan-pugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 114"
+represents: "us/states/me/districts/house/114"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 114 (ME State House of Representatives District 114).
 
+Represents [ME State House of Representatives District 114](/us/states/me/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/ed-crockett.md b/data/jurisdictions/us/states/me/people/ed-crockett.md
index f015737e7f..58e46fe4b4 100644
--- a/data/jurisdictions/us/states/me/people/ed-crockett.md
+++ b/data/jurisdictions/us/states/me/people/ed-crockett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 112"
+represents: "us/states/me/districts/house/112"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 112 (ME State House of Representatives District 112).
 
+Represents [ME State House of Representatives District 112](/us/states/me/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/ellie-sato.md b/data/jurisdictions/us/states/me/people/ellie-sato.md
index dddb3e0d32..069a8d9d32 100644
--- a/data/jurisdictions/us/states/me/people/ellie-sato.md
+++ b/data/jurisdictions/us/states/me/people/ellie-sato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 109"
+represents: "us/states/me/districts/house/109"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 109 (ME State House of Representatives District 109).
 
+Represents [ME State House of Representatives District 109](/us/states/me/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/flavia-debrito.md b/data/jurisdictions/us/states/me/people/flavia-debrito.md
index d066229aba..688ae2274c 100644
--- a/data/jurisdictions/us/states/me/people/flavia-debrito.md
+++ b/data/jurisdictions/us/states/me/people/flavia-debrito.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 64"
+represents: "us/states/me/districts/house/64"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 64 (ME State House of Representatives District 64).
 
+Represents [ME State House of Representatives District 64](/us/states/me/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/gary-drinkwater.md b/data/jurisdictions/us/states/me/people/gary-drinkwater.md
index b12c5334a5..8d49c46dbc 100644
--- a/data/jurisdictions/us/states/me/people/gary-drinkwater.md
+++ b/data/jurisdictions/us/states/me/people/gary-drinkwater.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 27"
+represents: "us/states/me/districts/house/27"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 27 (ME State House of Representatives District 27).
 
+Represents [ME State House of Representatives District 27](/us/states/me/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/gary-friedmann.md b/data/jurisdictions/us/states/me/people/gary-friedmann.md
index df93ce4daf..156de2ce79 100644
--- a/data/jurisdictions/us/states/me/people/gary-friedmann.md
+++ b/data/jurisdictions/us/states/me/people/gary-friedmann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 14"
+represents: "us/states/me/districts/house/14"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 14 (ME State House of Representatives District 14).
 
+Represents [ME State House of Representatives District 14](/us/states/me/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/gerry-runte.md b/data/jurisdictions/us/states/me/people/gerry-runte.md
index 981721ab8a..d312036f60 100644
--- a/data/jurisdictions/us/states/me/people/gerry-runte.md
+++ b/data/jurisdictions/us/states/me/people/gerry-runte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 146"
+represents: "us/states/me/districts/house/146"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 146 (ME State House of Representatives District 146).
 
+Represents [ME State House of Representatives District 146](/us/states/me/districts/house/146.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/grayson-lookner.md b/data/jurisdictions/us/states/me/people/grayson-lookner.md
index ebb08118b7..0599959e19 100644
--- a/data/jurisdictions/us/states/me/people/grayson-lookner.md
+++ b/data/jurisdictions/us/states/me/people/grayson-lookner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 113"
+represents: "us/states/me/districts/house/113"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 113 (ME State House of Representatives District 113).
 
+Represents [ME State House of Representatives District 113](/us/states/me/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/gregg-swallow.md b/data/jurisdictions/us/states/me/people/gregg-swallow.md
index bb59f25dd9..19a15462dd 100644
--- a/data/jurisdictions/us/states/me/people/gregg-swallow.md
+++ b/data/jurisdictions/us/states/me/people/gregg-swallow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 7"
+represents: "us/states/me/districts/house/7"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 7 (ME State House of Representatives District 7).
 
+Represents [ME State House of Representatives District 7](/us/states/me/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/henry-ingwersen.md b/data/jurisdictions/us/states/me/people/henry-ingwersen.md
index bd3b7d1352..ec0922bf71 100644
--- a/data/jurisdictions/us/states/me/people/henry-ingwersen.md
+++ b/data/jurisdictions/us/states/me/people/henry-ingwersen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 32"
+represents: "us/states/me/districts/senate/32"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 32 (ME State Senate District 32).
 
+Represents [ME State Senate District 32](/us/states/me/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/holly-eaton.md b/data/jurisdictions/us/states/me/people/holly-eaton.md
index d6af9c0336..446a189c82 100644
--- a/data/jurisdictions/us/states/me/people/holly-eaton.md
+++ b/data/jurisdictions/us/states/me/people/holly-eaton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 15"
+represents: "us/states/me/districts/house/15"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 15 (ME State House of Representatives District 15).
 
+Represents [ME State House of Representatives District 15](/us/states/me/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/holly-sargent.md b/data/jurisdictions/us/states/me/people/holly-sargent.md
index afe44df343..70de6a2b16 100644
--- a/data/jurisdictions/us/states/me/people/holly-sargent.md
+++ b/data/jurisdictions/us/states/me/people/holly-sargent.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 147"
+represents: "us/states/me/districts/house/147"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 147 (ME State House of Representatives District 147).
 
+Represents [ME State House of Representatives District 147](/us/states/me/districts/house/147.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/holly-stover.md b/data/jurisdictions/us/states/me/people/holly-stover.md
index 82f7fd366e..f63284b88a 100644
--- a/data/jurisdictions/us/states/me/people/holly-stover.md
+++ b/data/jurisdictions/us/states/me/people/holly-stover.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 48"
+represents: "us/states/me/districts/house/48"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 48 (ME State House of Representatives District 48).
 
+Represents [ME State House of Representatives District 48](/us/states/me/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/irene-gifford.md b/data/jurisdictions/us/states/me/people/irene-gifford.md
index b1c7b9e6ff..fc24a6b952 100644
--- a/data/jurisdictions/us/states/me/people/irene-gifford.md
+++ b/data/jurisdictions/us/states/me/people/irene-gifford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 28"
+represents: "us/states/me/districts/house/28"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 28 (ME State House of Representatives District 28).
 
+Represents [ME State House of Representatives District 28](/us/states/me/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/jack-ducharme.md b/data/jurisdictions/us/states/me/people/jack-ducharme.md
index f752b0ecda..25c7fa2378 100644
--- a/data/jurisdictions/us/states/me/people/jack-ducharme.md
+++ b/data/jurisdictions/us/states/me/people/jack-ducharme.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 71"
+represents: "us/states/me/districts/house/71"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 71 (ME State House of Representatives District 71).
 
+Represents [ME State House of Representatives District 71](/us/states/me/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/jan-dodge.md b/data/jurisdictions/us/states/me/people/jan-dodge.md
index 84c9de97e2..3f5b9f3940 100644
--- a/data/jurisdictions/us/states/me/people/jan-dodge.md
+++ b/data/jurisdictions/us/states/me/people/jan-dodge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 39"
+represents: "us/states/me/districts/house/39"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 39 (ME State House of Representatives District 39).
 
+Represents [ME State House of Representatives District 39](/us/states/me/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/jeff-adams.md b/data/jurisdictions/us/states/me/people/jeff-adams.md
index 882dddab40..e5b603ac7b 100644
--- a/data/jurisdictions/us/states/me/people/jeff-adams.md
+++ b/data/jurisdictions/us/states/me/people/jeff-adams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 144"
+represents: "us/states/me/districts/house/144"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 144 (ME State House of Representatives District 144).
 
+Represents [ME State House of Representatives District 144](/us/states/me/districts/house/144.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/jeff-timberlake.md b/data/jurisdictions/us/states/me/people/jeff-timberlake.md
index 4ea215186b..58377f072b 100644
--- a/data/jurisdictions/us/states/me/people/jeff-timberlake.md
+++ b/data/jurisdictions/us/states/me/people/jeff-timberlake.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 17"
+represents: "us/states/me/districts/senate/17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 17 (ME State Senate District 17).
 
+Represents [ME State Senate District 17](/us/states/me/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/jennifer-poirier.md b/data/jurisdictions/us/states/me/people/jennifer-poirier.md
index d7261ed9d8..d5db5d1805 100644
--- a/data/jurisdictions/us/states/me/people/jennifer-poirier.md
+++ b/data/jurisdictions/us/states/me/people/jennifer-poirier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 70"
+represents: "us/states/me/districts/house/70"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 70 (ME State House of Representatives District 70).
 
+Represents [ME State House of Representatives District 70](/us/states/me/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/jill-duson.md b/data/jurisdictions/us/states/me/people/jill-duson.md
index 255cfc06ab..2d7e67e9da 100644
--- a/data/jurisdictions/us/states/me/people/jill-duson.md
+++ b/data/jurisdictions/us/states/me/people/jill-duson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 27"
+represents: "us/states/me/districts/senate/27"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 27 (ME State Senate District 27).
 
+Represents [ME State Senate District 27](/us/states/me/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/jim-dill.md b/data/jurisdictions/us/states/me/people/jim-dill.md
index d98daa064e..245c10dcf5 100644
--- a/data/jurisdictions/us/states/me/people/jim-dill.md
+++ b/data/jurisdictions/us/states/me/people/jim-dill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 26"
+represents: "us/states/me/districts/house/26"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 26 (ME State House of Representatives District 26).
 
+Represents [ME State House of Representatives District 26](/us/states/me/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/jim-libby.md b/data/jurisdictions/us/states/me/people/jim-libby.md
index d234c1e072..37dff0ba3b 100644
--- a/data/jurisdictions/us/states/me/people/jim-libby.md
+++ b/data/jurisdictions/us/states/me/people/jim-libby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 22"
+represents: "us/states/me/districts/senate/22"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 22 (ME State Senate District 22).
 
+Represents [ME State Senate District 22](/us/states/me/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/jim-thorne.md b/data/jurisdictions/us/states/me/people/jim-thorne.md
index d80d783c55..27f2507f47 100644
--- a/data/jurisdictions/us/states/me/people/jim-thorne.md
+++ b/data/jurisdictions/us/states/me/people/jim-thorne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 35"
+represents: "us/states/me/districts/house/35"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 35 (ME State House of Representatives District 35).
 
+Represents [ME State House of Representatives District 35](/us/states/me/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/jim-white.md b/data/jurisdictions/us/states/me/people/jim-white.md
index 54c677f838..2440da913c 100644
--- a/data/jurisdictions/us/states/me/people/jim-white.md
+++ b/data/jurisdictions/us/states/me/people/jim-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 30"
+represents: "us/states/me/districts/house/30"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 30 (ME State House of Representatives District 30).
 
+Represents [ME State House of Representatives District 30](/us/states/me/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/joe-baldacci.md b/data/jurisdictions/us/states/me/people/joe-baldacci.md
index 2c920164bc..01a51d05af 100644
--- a/data/jurisdictions/us/states/me/people/joe-baldacci.md
+++ b/data/jurisdictions/us/states/me/people/joe-baldacci.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 9"
+represents: "us/states/me/districts/senate/9"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 9 (ME State Senate District 9).
 
+Represents [ME State Senate District 9](/us/states/me/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/joe-martin.md b/data/jurisdictions/us/states/me/people/joe-martin.md
index 7786fcd3f2..b1f6655b63 100644
--- a/data/jurisdictions/us/states/me/people/joe-martin.md
+++ b/data/jurisdictions/us/states/me/people/joe-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 19"
+represents: "us/states/me/districts/senate/19"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 19 (ME State Senate District 19).
 
+Represents [ME State Senate District 19](/us/states/me/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/joe-rafferty.md b/data/jurisdictions/us/states/me/people/joe-rafferty.md
index 3acdb4e225..9628178ed2 100644
--- a/data/jurisdictions/us/states/me/people/joe-rafferty.md
+++ b/data/jurisdictions/us/states/me/people/joe-rafferty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 34"
+represents: "us/states/me/districts/senate/34"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 34 (ME State Senate District 34).
 
+Represents [ME State Senate District 34](/us/states/me/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/john-eder.md b/data/jurisdictions/us/states/me/people/john-eder.md
index d425e4d3fa..d141b12066 100644
--- a/data/jurisdictions/us/states/me/people/john-eder.md
+++ b/data/jurisdictions/us/states/me/people/john-eder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 136"
+represents: "us/states/me/districts/house/136"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 136 (ME State House of Representatives District 136).
 
+Represents [ME State House of Representatives District 136](/us/states/me/districts/house/136.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/joseph-underwood.md b/data/jurisdictions/us/states/me/people/joseph-underwood.md
index 963f5001d4..b4f6bcc0f5 100644
--- a/data/jurisdictions/us/states/me/people/joseph-underwood.md
+++ b/data/jurisdictions/us/states/me/people/joseph-underwood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 5"
+represents: "us/states/me/districts/house/5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 5 (ME State House of Representatives District 5).
 
+Represents [ME State House of Representatives District 5](/us/states/me/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/josh-morris.md b/data/jurisdictions/us/states/me/people/josh-morris.md
index 24be4b879b..636b21698c 100644
--- a/data/jurisdictions/us/states/me/people/josh-morris.md
+++ b/data/jurisdictions/us/states/me/people/josh-morris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 91"
+represents: "us/states/me/districts/house/91"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 91 (ME State House of Representatives District 91).
 
+Represents [ME State House of Representatives District 91](/us/states/me/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/julie-mccabe.md b/data/jurisdictions/us/states/me/people/julie-mccabe.md
index 5c00322e88..e001e4968b 100644
--- a/data/jurisdictions/us/states/me/people/julie-mccabe.md
+++ b/data/jurisdictions/us/states/me/people/julie-mccabe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 93"
+represents: "us/states/me/districts/house/93"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 93 (ME State House of Representatives District 93).
 
+Represents [ME State House of Representatives District 93](/us/states/me/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/karen-montell.md b/data/jurisdictions/us/states/me/people/karen-montell.md
index 2855583057..5641e2aea3 100644
--- a/data/jurisdictions/us/states/me/people/karen-montell.md
+++ b/data/jurisdictions/us/states/me/people/karen-montell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 54"
+represents: "us/states/me/districts/house/54"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 54 (ME State House of Representatives District 54).
 
+Represents [ME State House of Representatives District 54](/us/states/me/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/katrina-smith.md b/data/jurisdictions/us/states/me/people/katrina-smith.md
index e338864389..71b1a569c5 100644
--- a/data/jurisdictions/us/states/me/people/katrina-smith.md
+++ b/data/jurisdictions/us/states/me/people/katrina-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 62"
+represents: "us/states/me/districts/house/62"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 62 (ME State House of Representatives District 62).
 
+Represents [ME State House of Representatives District 62](/us/states/me/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/kelly-murphy.md b/data/jurisdictions/us/states/me/people/kelly-murphy.md
index 71aa28c6d7..0d2739fa66 100644
--- a/data/jurisdictions/us/states/me/people/kelly-murphy.md
+++ b/data/jurisdictions/us/states/me/people/kelly-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 125"
+represents: "us/states/me/districts/house/125"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 125 (ME State House of Representatives District 125).
 
+Represents [ME State House of Representatives District 125](/us/states/me/districts/house/125.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/ken-fredette.md b/data/jurisdictions/us/states/me/people/ken-fredette.md
index 724b2df722..e54ac564fa 100644
--- a/data/jurisdictions/us/states/me/people/ken-fredette.md
+++ b/data/jurisdictions/us/states/me/people/ken-fredette.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 33"
+represents: "us/states/me/districts/house/33"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 33 (ME State House of Representatives District 33).
 
+Represents [ME State House of Representatives District 33](/us/states/me/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/kilton-webb.md b/data/jurisdictions/us/states/me/people/kilton-webb.md
index cbe1bd8cb4..49d6af569e 100644
--- a/data/jurisdictions/us/states/me/people/kilton-webb.md
+++ b/data/jurisdictions/us/states/me/people/kilton-webb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 98"
+represents: "us/states/me/districts/house/98"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 98 (ME State House of Representatives District 98).
 
+Represents [ME State House of Representatives District 98](/us/states/me/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/kim-haggan.md b/data/jurisdictions/us/states/me/people/kim-haggan.md
index 909142eb5f..711e319711 100644
--- a/data/jurisdictions/us/states/me/people/kim-haggan.md
+++ b/data/jurisdictions/us/states/me/people/kim-haggan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 36"
+represents: "us/states/me/districts/house/36"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 36 (ME State House of Representatives District 36).
 
+Represents [ME State House of Representatives District 36](/us/states/me/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/kim-pomerleau.md b/data/jurisdictions/us/states/me/people/kim-pomerleau.md
index 7360ab8291..6b84301dca 100644
--- a/data/jurisdictions/us/states/me/people/kim-pomerleau.md
+++ b/data/jurisdictions/us/states/me/people/kim-pomerleau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 85"
+represents: "us/states/me/districts/house/85"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 85 (ME State House of Representatives District 85).
 
+Represents [ME State House of Representatives District 85](/us/states/me/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/kristi-mathieson.md b/data/jurisdictions/us/states/me/people/kristi-mathieson.md
index c6ccaa5598..647e74ec72 100644
--- a/data/jurisdictions/us/states/me/people/kristi-mathieson.md
+++ b/data/jurisdictions/us/states/me/people/kristi-mathieson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 151"
+represents: "us/states/me/districts/house/151"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 151 (ME State House of Representatives District 151).
 
+Represents [ME State House of Representatives District 151](/us/states/me/districts/house/151.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/laura-supica.md b/data/jurisdictions/us/states/me/people/laura-supica.md
index 696125f4d2..b8b3a24f36 100644
--- a/data/jurisdictions/us/states/me/people/laura-supica.md
+++ b/data/jurisdictions/us/states/me/people/laura-supica.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 22"
+represents: "us/states/me/districts/house/22"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 22 (ME State House of Representatives District 22).
 
+Represents [ME State House of Representatives District 22](/us/states/me/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/laurel-libby.md b/data/jurisdictions/us/states/me/people/laurel-libby.md
index 736841c4e6..ae928e817e 100644
--- a/data/jurisdictions/us/states/me/people/laurel-libby.md
+++ b/data/jurisdictions/us/states/me/people/laurel-libby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 90"
+represents: "us/states/me/districts/house/90"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 90 (ME State House of Representatives District 90).
 
+Represents [ME State House of Representatives District 90](/us/states/me/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/laurie-osher.md b/data/jurisdictions/us/states/me/people/laurie-osher.md
index 3cf50c9fb3..bc569c857e 100644
--- a/data/jurisdictions/us/states/me/people/laurie-osher.md
+++ b/data/jurisdictions/us/states/me/people/laurie-osher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 25"
+represents: "us/states/me/districts/house/25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 25 (ME State House of Representatives District 25).
 
+Represents [ME State House of Representatives District 25](/us/states/me/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/liz-caruso.md b/data/jurisdictions/us/states/me/people/liz-caruso.md
index 74fec3b9ed..debd9b57a1 100644
--- a/data/jurisdictions/us/states/me/people/liz-caruso.md
+++ b/data/jurisdictions/us/states/me/people/liz-caruso.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 72"
+represents: "us/states/me/districts/house/72"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 72 (ME State House of Representatives District 72).
 
+Represents [ME State House of Representatives District 72](/us/states/me/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/lori-gramlich.md b/data/jurisdictions/us/states/me/people/lori-gramlich.md
index 855fff973e..efb1ee4504 100644
--- a/data/jurisdictions/us/states/me/people/lori-gramlich.md
+++ b/data/jurisdictions/us/states/me/people/lori-gramlich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 131"
+represents: "us/states/me/districts/house/131"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 131 (ME State House of Representatives District 131).
 
+Represents [ME State House of Representatives District 131](/us/states/me/districts/house/131.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/lucas-lanigan.md b/data/jurisdictions/us/states/me/people/lucas-lanigan.md
index afb6f9fff2..5ccc6cf109 100644
--- a/data/jurisdictions/us/states/me/people/lucas-lanigan.md
+++ b/data/jurisdictions/us/states/me/people/lucas-lanigan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 141"
+represents: "us/states/me/districts/house/141"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 141 (ME State House of Representatives District 141).
 
+Represents [ME State House of Representatives District 141](/us/states/me/districts/house/141.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/lucien-daigle.md b/data/jurisdictions/us/states/me/people/lucien-daigle.md
index e50affa4db..91b8a265e3 100644
--- a/data/jurisdictions/us/states/me/people/lucien-daigle.md
+++ b/data/jurisdictions/us/states/me/people/lucien-daigle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 1"
+represents: "us/states/me/districts/house/1"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 1 (ME State House of Representatives District 1).
 
+Represents [ME State House of Representatives District 1](/us/states/me/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/lydia-crafts.md b/data/jurisdictions/us/states/me/people/lydia-crafts.md
index b2207d7a9a..60d2fdb100 100644
--- a/data/jurisdictions/us/states/me/people/lydia-crafts.md
+++ b/data/jurisdictions/us/states/me/people/lydia-crafts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 46"
+represents: "us/states/me/districts/house/46"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 46 (ME State House of Representatives District 46).
 
+Represents [ME State House of Representatives District 46](/us/states/me/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/lynn-copeland.md b/data/jurisdictions/us/states/me/people/lynn-copeland.md
index 6e2c2dc733..ef548fe066 100644
--- a/data/jurisdictions/us/states/me/people/lynn-copeland.md
+++ b/data/jurisdictions/us/states/me/people/lynn-copeland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 130"
+represents: "us/states/me/districts/house/130"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 130 (ME State House of Representatives District 130).
 
+Represents [ME State House of Representatives District 130](/us/states/me/districts/house/130.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mana-abdi.md b/data/jurisdictions/us/states/me/people/mana-abdi.md
index cd8cdda467..3b62305744 100644
--- a/data/jurisdictions/us/states/me/people/mana-abdi.md
+++ b/data/jurisdictions/us/states/me/people/mana-abdi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 95"
+represents: "us/states/me/districts/house/95"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 95 (ME State House of Representatives District 95).
 
+Represents [ME State House of Representatives District 95](/us/states/me/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/marc-malon.md b/data/jurisdictions/us/states/me/people/marc-malon.md
index 8f3ecb98e4..d861ba82ef 100644
--- a/data/jurisdictions/us/states/me/people/marc-malon.md
+++ b/data/jurisdictions/us/states/me/people/marc-malon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 133"
+represents: "us/states/me/districts/house/133"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 133 (ME State House of Representatives District 133).
 
+Represents [ME State House of Representatives District 133](/us/states/me/districts/house/133.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/marianne-moore.md b/data/jurisdictions/us/states/me/people/marianne-moore.md
index 0300fcaff6..9656811068 100644
--- a/data/jurisdictions/us/states/me/people/marianne-moore.md
+++ b/data/jurisdictions/us/states/me/people/marianne-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 6"
+represents: "us/states/me/districts/senate/6"
 tenure:
   start: "2018-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 6 (ME State Senate District 6).
 
+Represents [ME State Senate District 6](/us/states/me/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mark-babin.md b/data/jurisdictions/us/states/me/people/mark-babin.md
index a925ace25f..66533cab4b 100644
--- a/data/jurisdictions/us/states/me/people/mark-babin.md
+++ b/data/jurisdictions/us/states/me/people/mark-babin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 3"
+represents: "us/states/me/districts/house/3"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 3 (ME State House of Representatives District 3).
 
+Represents [ME State House of Representatives District 3](/us/states/me/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mark-blier.md b/data/jurisdictions/us/states/me/people/mark-blier.md
index a4966b0ebe..601c7da200 100644
--- a/data/jurisdictions/us/states/me/people/mark-blier.md
+++ b/data/jurisdictions/us/states/me/people/mark-blier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 138"
+represents: "us/states/me/districts/house/138"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 138 (ME State House of Representatives District 138).
 
+Represents [ME State House of Representatives District 138](/us/states/me/districts/house/138.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mark-cooper.md b/data/jurisdictions/us/states/me/people/mark-cooper.md
index cddb36140a..d7faa9e35f 100644
--- a/data/jurisdictions/us/states/me/people/mark-cooper.md
+++ b/data/jurisdictions/us/states/me/people/mark-cooper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 107"
+represents: "us/states/me/districts/house/107"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 107 (ME State House of Representatives District 107).
 
+Represents [ME State House of Representatives District 107](/us/states/me/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mark-lawrence.md b/data/jurisdictions/us/states/me/people/mark-lawrence.md
index 0bc7568730..3097a60b8e 100644
--- a/data/jurisdictions/us/states/me/people/mark-lawrence.md
+++ b/data/jurisdictions/us/states/me/people/mark-lawrence.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 35"
+represents: "us/states/me/districts/senate/35"
 tenure:
   start: "2018-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 35 (ME State Senate District 35).
 
+Represents [ME State Senate District 35](/us/states/me/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mark-walker.md b/data/jurisdictions/us/states/me/people/mark-walker.md
index 0fddad172f..7c22adc268 100644
--- a/data/jurisdictions/us/states/me/people/mark-walker.md
+++ b/data/jurisdictions/us/states/me/people/mark-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 84"
+represents: "us/states/me/districts/house/84"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 84 (ME State House of Representatives District 84).
 
+Represents [ME State House of Representatives District 84](/us/states/me/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/marshall-archer.md b/data/jurisdictions/us/states/me/people/marshall-archer.md
index 8beb0997f7..5d1d611dbd 100644
--- a/data/jurisdictions/us/states/me/people/marshall-archer.md
+++ b/data/jurisdictions/us/states/me/people/marshall-archer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 129"
+represents: "us/states/me/districts/house/129"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 129 (ME State House of Representatives District 129).
 
+Represents [ME State House of Representatives District 129](/us/states/me/districts/house/129.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/marygrace-cimino.md b/data/jurisdictions/us/states/me/people/marygrace-cimino.md
index 7503f9c88c..7987a1c7a9 100644
--- a/data/jurisdictions/us/states/me/people/marygrace-cimino.md
+++ b/data/jurisdictions/us/states/me/people/marygrace-cimino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 83"
+represents: "us/states/me/districts/house/83"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 83 (ME State House of Representatives District 83).
 
+Represents [ME State House of Representatives District 83](/us/states/me/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mathew-mcintyre.md b/data/jurisdictions/us/states/me/people/mathew-mcintyre.md
index 9d65e0b8d7..8916537326 100644
--- a/data/jurisdictions/us/states/me/people/mathew-mcintyre.md
+++ b/data/jurisdictions/us/states/me/people/mathew-mcintyre.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 18"
+represents: "us/states/me/districts/house/18"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 18 (ME State House of Representatives District 18).
 
+Represents [ME State House of Representatives District 18](/us/states/me/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/matt-beck.md b/data/jurisdictions/us/states/me/people/matt-beck.md
index c0b36494e7..43026612f3 100644
--- a/data/jurisdictions/us/states/me/people/matt-beck.md
+++ b/data/jurisdictions/us/states/me/people/matt-beck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 122"
+represents: "us/states/me/districts/house/122"
 tenure:
   start: "2024-03-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 122 (ME State House of Representatives District 122).
 
+Represents [ME State House of Representatives District 122](/us/states/me/districts/house/122.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/matt-harrington.md b/data/jurisdictions/us/states/me/people/matt-harrington.md
index 09f0325275..302c6ff3a5 100644
--- a/data/jurisdictions/us/states/me/people/matt-harrington.md
+++ b/data/jurisdictions/us/states/me/people/matt-harrington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 33"
+represents: "us/states/me/districts/senate/33"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 33 (ME State Senate District 33).
 
+Represents [ME State Senate District 33](/us/states/me/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/matt-moonen.md b/data/jurisdictions/us/states/me/people/matt-moonen.md
index 5eb4099425..e622a96a82 100644
--- a/data/jurisdictions/us/states/me/people/matt-moonen.md
+++ b/data/jurisdictions/us/states/me/people/matt-moonen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 117"
+represents: "us/states/me/districts/house/117"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 117 (ME State House of Representatives District 117).
 
+Represents [ME State House of Representatives District 117](/us/states/me/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mattie-daughtry.md b/data/jurisdictions/us/states/me/people/mattie-daughtry.md
index 504b6ea499..300e175247 100644
--- a/data/jurisdictions/us/states/me/people/mattie-daughtry.md
+++ b/data/jurisdictions/us/states/me/people/mattie-daughtry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 23"
+represents: "us/states/me/districts/senate/23"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 23 (ME State Senate District 23).
 
+Represents [ME State Senate District 23](/us/states/me/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/melanie-sachs.md b/data/jurisdictions/us/states/me/people/melanie-sachs.md
index 322655cdf6..a48de4d573 100644
--- a/data/jurisdictions/us/states/me/people/melanie-sachs.md
+++ b/data/jurisdictions/us/states/me/people/melanie-sachs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 102"
+represents: "us/states/me/districts/house/102"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 102 (ME State House of Representatives District 102).
 
+Represents [ME State House of Representatives District 102](/us/states/me/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/michael-brennan.md b/data/jurisdictions/us/states/me/people/michael-brennan.md
index 1219e018ea..91f91d6698 100644
--- a/data/jurisdictions/us/states/me/people/michael-brennan.md
+++ b/data/jurisdictions/us/states/me/people/michael-brennan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 115"
+represents: "us/states/me/districts/house/115"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 115 (ME State House of Representatives District 115).
 
+Represents [ME State House of Representatives District 115](/us/states/me/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/michael-lemelin.md b/data/jurisdictions/us/states/me/people/michael-lemelin.md
index 57242f200f..6f21a09a37 100644
--- a/data/jurisdictions/us/states/me/people/michael-lemelin.md
+++ b/data/jurisdictions/us/states/me/people/michael-lemelin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 53"
+represents: "us/states/me/districts/house/53"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 53 (ME State House of Representatives District 53).
 
+Represents [ME State House of Representatives District 53](/us/states/me/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/michele-meyer.md b/data/jurisdictions/us/states/me/people/michele-meyer.md
index 1b56ade552..ad2cd99d9b 100644
--- a/data/jurisdictions/us/states/me/people/michele-meyer.md
+++ b/data/jurisdictions/us/states/me/people/michele-meyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 150"
+represents: "us/states/me/districts/house/150"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 150 (ME State House of Representatives District 150).
 
+Represents [ME State House of Representatives District 150](/us/states/me/districts/house/150.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/michelle-boyer.md b/data/jurisdictions/us/states/me/people/michelle-boyer.md
index f697677752..eb4a77360a 100644
--- a/data/jurisdictions/us/states/me/people/michelle-boyer.md
+++ b/data/jurisdictions/us/states/me/people/michelle-boyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 123"
+represents: "us/states/me/districts/house/123"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 123 (ME State House of Representatives District 123).
 
+Represents [ME State House of Representatives District 123](/us/states/me/districts/house/123.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mike-lajoie.md b/data/jurisdictions/us/states/me/people/mike-lajoie.md
index 0e6aa5d5a2..9303974a2f 100644
--- a/data/jurisdictions/us/states/me/people/mike-lajoie.md
+++ b/data/jurisdictions/us/states/me/people/mike-lajoie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 96"
+represents: "us/states/me/districts/house/96"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 96 (ME State House of Representatives District 96).
 
+Represents [ME State House of Representatives District 96](/us/states/me/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mike-lance.md b/data/jurisdictions/us/states/me/people/mike-lance.md
index 508bc1e790..0f57c38625 100644
--- a/data/jurisdictions/us/states/me/people/mike-lance.md
+++ b/data/jurisdictions/us/states/me/people/mike-lance.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 79"
+represents: "us/states/me/districts/house/79"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 79 (ME State House of Representatives District 79).
 
+Represents [ME State House of Representatives District 79](/us/states/me/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mike-ray.md b/data/jurisdictions/us/states/me/people/mike-ray.md
index 23e5e8e087..59b824c277 100644
--- a/data/jurisdictions/us/states/me/people/mike-ray.md
+++ b/data/jurisdictions/us/states/me/people/mike-ray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 40"
+represents: "us/states/me/districts/house/40"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 40 (ME State House of Representatives District 40).
 
+Represents [ME State House of Representatives District 40](/us/states/me/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mike-soboleski.md b/data/jurisdictions/us/states/me/people/mike-soboleski.md
index 2ac0a4f8f9..e405ebc791 100644
--- a/data/jurisdictions/us/states/me/people/mike-soboleski.md
+++ b/data/jurisdictions/us/states/me/people/mike-soboleski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 73"
+represents: "us/states/me/districts/house/73"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 73 (ME State House of Representatives District 73).
 
+Represents [ME State House of Representatives District 73](/us/states/me/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/mike-tipping.md b/data/jurisdictions/us/states/me/people/mike-tipping.md
index 8b0d012580..972732726a 100644
--- a/data/jurisdictions/us/states/me/people/mike-tipping.md
+++ b/data/jurisdictions/us/states/me/people/mike-tipping.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 8"
+represents: "us/states/me/districts/senate/8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 8 (ME State Senate District 8).
 
+Represents [ME State Senate District 8](/us/states/me/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/morgan-rielly.md b/data/jurisdictions/us/states/me/people/morgan-rielly.md
index 5ed7f4bf27..0d7c254f1a 100644
--- a/data/jurisdictions/us/states/me/people/morgan-rielly.md
+++ b/data/jurisdictions/us/states/me/people/morgan-rielly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 127"
+represents: "us/states/me/districts/house/127"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 127 (ME State House of Representatives District 127).
 
+Represents [ME State House of Representatives District 127](/us/states/me/districts/house/127.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/nate-wadsworth.md b/data/jurisdictions/us/states/me/people/nate-wadsworth.md
index 1f00b44cd9..e6f1964b59 100644
--- a/data/jurisdictions/us/states/me/people/nate-wadsworth.md
+++ b/data/jurisdictions/us/states/me/people/nate-wadsworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 82"
+represents: "us/states/me/districts/house/82"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 82 (ME State House of Representatives District 82).
 
+Represents [ME State House of Representatives District 82](/us/states/me/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/nathan-carlow.md b/data/jurisdictions/us/states/me/people/nathan-carlow.md
index 9587ded455..c843ec90f1 100644
--- a/data/jurisdictions/us/states/me/people/nathan-carlow.md
+++ b/data/jurisdictions/us/states/me/people/nathan-carlow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 137"
+represents: "us/states/me/districts/house/137"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 137 (ME State House of Representatives District 137).
 
+Represents [ME State House of Representatives District 137](/us/states/me/districts/house/137.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/nicole-grohoski.md b/data/jurisdictions/us/states/me/people/nicole-grohoski.md
index 37f1550f3a..ef36f4cd6b 100644
--- a/data/jurisdictions/us/states/me/people/nicole-grohoski.md
+++ b/data/jurisdictions/us/states/me/people/nicole-grohoski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 7"
+represents: "us/states/me/districts/senate/7"
 tenure:
   start: "2022-07-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 7 (ME State Senate District 7).
 
+Represents [ME State Senate District 7](/us/states/me/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/nina-milliken.md b/data/jurisdictions/us/states/me/people/nina-milliken.md
index 4f7b859c39..463398bfa3 100644
--- a/data/jurisdictions/us/states/me/people/nina-milliken.md
+++ b/data/jurisdictions/us/states/me/people/nina-milliken.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 16"
+represents: "us/states/me/districts/house/16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 16 (ME State House of Representatives District 16).
 
+Represents [ME State House of Representatives District 16](/us/states/me/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/parnell-terry.md b/data/jurisdictions/us/states/me/people/parnell-terry.md
index 81c5b6ba53..e00cfe1296 100644
--- a/data/jurisdictions/us/states/me/people/parnell-terry.md
+++ b/data/jurisdictions/us/states/me/people/parnell-terry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 108"
+represents: "us/states/me/districts/house/108"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 108 (ME State House of Representatives District 108).
 
+Represents [ME State House of Representatives District 108](/us/states/me/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/paul-flynn.md b/data/jurisdictions/us/states/me/people/paul-flynn.md
index ecbe4b9cce..630acd1c92 100644
--- a/data/jurisdictions/us/states/me/people/paul-flynn.md
+++ b/data/jurisdictions/us/states/me/people/paul-flynn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 63"
+represents: "us/states/me/districts/house/63"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 63 (ME State House of Representatives District 63).
 
+Represents [ME State House of Representatives District 63](/us/states/me/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/peggy-rotundo.md b/data/jurisdictions/us/states/me/people/peggy-rotundo.md
index a064c5a3e7..d81031ec34 100644
--- a/data/jurisdictions/us/states/me/people/peggy-rotundo.md
+++ b/data/jurisdictions/us/states/me/people/peggy-rotundo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 21"
+represents: "us/states/me/districts/senate/21"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 21 (ME State Senate District 21).
 
+Represents [ME State Senate District 21](/us/states/me/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/peter-wood.md b/data/jurisdictions/us/states/me/people/peter-wood.md
index f2ab6f3e02..d490798f18 100644
--- a/data/jurisdictions/us/states/me/people/peter-wood.md
+++ b/data/jurisdictions/us/states/me/people/peter-wood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 81"
+represents: "us/states/me/districts/house/81"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 81 (ME State House of Representatives District 81).
 
+Represents [ME State House of Representatives District 81](/us/states/me/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/pinny-beebe-center.md b/data/jurisdictions/us/states/me/people/pinny-beebe-center.md
index f535cca94f..610ee9fa4a 100644
--- a/data/jurisdictions/us/states/me/people/pinny-beebe-center.md
+++ b/data/jurisdictions/us/states/me/people/pinny-beebe-center.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 12"
+represents: "us/states/me/districts/senate/12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 12 (ME State Senate District 12).
 
+Represents [ME State Senate District 12](/us/states/me/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/poppy-arford.md b/data/jurisdictions/us/states/me/people/poppy-arford.md
index 8916ac6e5f..9761cab390 100644
--- a/data/jurisdictions/us/states/me/people/poppy-arford.md
+++ b/data/jurisdictions/us/states/me/people/poppy-arford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 101"
+represents: "us/states/me/districts/house/101"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 101 (ME State House of Representatives District 101).
 
+Represents [ME State House of Representatives District 101](/us/states/me/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/quentin-chapman.md b/data/jurisdictions/us/states/me/people/quentin-chapman.md
index a1048e837f..8e67ae36af 100644
--- a/data/jurisdictions/us/states/me/people/quentin-chapman.md
+++ b/data/jurisdictions/us/states/me/people/quentin-chapman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 88"
+represents: "us/states/me/districts/house/88"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 88 (ME State House of Representatives District 88).
 
+Represents [ME State House of Representatives District 88](/us/states/me/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/rachel-henderson.md b/data/jurisdictions/us/states/me/people/rachel-henderson.md
index 8805822f22..a63b1d0da3 100644
--- a/data/jurisdictions/us/states/me/people/rachel-henderson.md
+++ b/data/jurisdictions/us/states/me/people/rachel-henderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 78"
+represents: "us/states/me/districts/house/78"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 78 (ME State House of Representatives District 78).
 
+Represents [ME State House of Representatives District 78](/us/states/me/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/rachel-talbot-ross.md b/data/jurisdictions/us/states/me/people/rachel-talbot-ross.md
index d7daf6a7df..b0adb5b899 100644
--- a/data/jurisdictions/us/states/me/people/rachel-talbot-ross.md
+++ b/data/jurisdictions/us/states/me/people/rachel-talbot-ross.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 28"
+represents: "us/states/me/districts/senate/28"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 28 (ME State Senate District 28).
 
+Represents [ME State Senate District 28](/us/states/me/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/rafael-macias.md b/data/jurisdictions/us/states/me/people/rafael-macias.md
index 9820d66f6f..01327c5b63 100644
--- a/data/jurisdictions/us/states/me/people/rafael-macias.md
+++ b/data/jurisdictions/us/states/me/people/rafael-macias.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 51"
+represents: "us/states/me/districts/house/51"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 51 (ME State House of Representatives District 51).
 
+Represents [ME State House of Representatives District 51](/us/states/me/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/randall-greenwood.md b/data/jurisdictions/us/states/me/people/randall-greenwood.md
index ab9a95643d..364b1fb4d8 100644
--- a/data/jurisdictions/us/states/me/people/randall-greenwood.md
+++ b/data/jurisdictions/us/states/me/people/randall-greenwood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 56"
+represents: "us/states/me/districts/house/56"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 56 (ME State House of Representatives District 56).
 
+Represents [ME State House of Representatives District 56](/us/states/me/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/randy-hall.md b/data/jurisdictions/us/states/me/people/randy-hall.md
index 122393813b..709a698779 100644
--- a/data/jurisdictions/us/states/me/people/randy-hall.md
+++ b/data/jurisdictions/us/states/me/people/randy-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 74"
+represents: "us/states/me/districts/house/74"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 74 (ME State House of Representatives District 74).
 
+Represents [ME State House of Representatives District 74](/us/states/me/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/reagan-paul.md b/data/jurisdictions/us/states/me/people/reagan-paul.md
index d9c1a7160c..3dd0e312f8 100644
--- a/data/jurisdictions/us/states/me/people/reagan-paul.md
+++ b/data/jurisdictions/us/states/me/people/reagan-paul.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 37"
+represents: "us/states/me/districts/house/37"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 37 (ME State House of Representatives District 37).
 
+Represents [ME State House of Representatives District 37](/us/states/me/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/rick-bennett.md b/data/jurisdictions/us/states/me/people/rick-bennett.md
index 2d20613c69..6d21c13cdb 100644
--- a/data/jurisdictions/us/states/me/people/rick-bennett.md
+++ b/data/jurisdictions/us/states/me/people/rick-bennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 18"
+represents: "us/states/me/districts/senate/18"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 18 (ME State Senate District 18).
 
+Represents [ME State Senate District 18](/us/states/me/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/rick-mason.md b/data/jurisdictions/us/states/me/people/rick-mason.md
index eba49368e1..3d38d75ff1 100644
--- a/data/jurisdictions/us/states/me/people/rick-mason.md
+++ b/data/jurisdictions/us/states/me/people/rick-mason.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 97"
+represents: "us/states/me/districts/house/97"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 97 (ME State House of Representatives District 97).
 
+Represents [ME State House of Representatives District 97](/us/states/me/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/roger-albert.md b/data/jurisdictions/us/states/me/people/roger-albert.md
index d4ef0300d7..b58f162ead 100644
--- a/data/jurisdictions/us/states/me/people/roger-albert.md
+++ b/data/jurisdictions/us/states/me/people/roger-albert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 2"
+represents: "us/states/me/districts/house/2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 2 (ME State House of Representatives District 2).
 
+Represents [ME State House of Representatives District 2](/us/states/me/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/rolf-olsen.md b/data/jurisdictions/us/states/me/people/rolf-olsen.md
index a983d5d647..0d4214f9db 100644
--- a/data/jurisdictions/us/states/me/people/rolf-olsen.md
+++ b/data/jurisdictions/us/states/me/people/rolf-olsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 86"
+represents: "us/states/me/districts/house/86"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 86 (ME State House of Representatives District 86).
 
+Represents [ME State House of Representatives District 86](/us/states/me/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/russ-white.md b/data/jurisdictions/us/states/me/people/russ-white.md
index b39b3fb49a..01bffafc2d 100644
--- a/data/jurisdictions/us/states/me/people/russ-white.md
+++ b/data/jurisdictions/us/states/me/people/russ-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 13"
+represents: "us/states/me/districts/house/13"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 13 (ME State House of Representatives District 13).
 
+Represents [ME State House of Representatives District 13](/us/states/me/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/russell-black.md b/data/jurisdictions/us/states/me/people/russell-black.md
index 76ec2472e4..9a969deb09 100644
--- a/data/jurisdictions/us/states/me/people/russell-black.md
+++ b/data/jurisdictions/us/states/me/people/russell-black.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 5"
+represents: "us/states/me/districts/senate/5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 5 (ME State Senate District 5).
 
+Represents [ME State Senate District 5](/us/states/me/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/ryan-fecteau.md b/data/jurisdictions/us/states/me/people/ryan-fecteau.md
index e8681e6a88..37010b027b 100644
--- a/data/jurisdictions/us/states/me/people/ryan-fecteau.md
+++ b/data/jurisdictions/us/states/me/people/ryan-fecteau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 132"
+represents: "us/states/me/districts/house/132"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 132 (ME State House of Representatives District 132).
 
+Represents [ME State House of Representatives District 132](/us/states/me/districts/house/132.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/sally-cluchey.md b/data/jurisdictions/us/states/me/people/sally-cluchey.md
index 5106fffa48..3728b57dbd 100644
--- a/data/jurisdictions/us/states/me/people/sally-cluchey.md
+++ b/data/jurisdictions/us/states/me/people/sally-cluchey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 52"
+represents: "us/states/me/districts/house/52"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 52 (ME State House of Representatives District 52).
 
+Represents [ME State House of Representatives District 52](/us/states/me/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/sam-zager.md b/data/jurisdictions/us/states/me/people/sam-zager.md
index a43f87cf74..feffc9c58a 100644
--- a/data/jurisdictions/us/states/me/people/sam-zager.md
+++ b/data/jurisdictions/us/states/me/people/sam-zager.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 116"
+represents: "us/states/me/districts/house/116"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 116 (ME State House of Representatives District 116).
 
+Represents [ME State House of Representatives District 116](/us/states/me/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/scott-cyrway.md b/data/jurisdictions/us/states/me/people/scott-cyrway.md
index 517f3e2a78..37334e1578 100644
--- a/data/jurisdictions/us/states/me/people/scott-cyrway.md
+++ b/data/jurisdictions/us/states/me/people/scott-cyrway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 16"
+represents: "us/states/me/districts/senate/16"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 16 (ME State Senate District 16).
 
+Represents [ME State Senate District 16](/us/states/me/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/scott-harriman.md b/data/jurisdictions/us/states/me/people/scott-harriman.md
index d26811c358..89f5e93fec 100644
--- a/data/jurisdictions/us/states/me/people/scott-harriman.md
+++ b/data/jurisdictions/us/states/me/people/scott-harriman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 94"
+represents: "us/states/me/districts/house/94"
 tenure:
   start: "2026-02-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 94 (ME State House of Representatives District 94).
 
+Represents [ME State House of Representatives District 94](/us/states/me/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/sean-faircloth.md b/data/jurisdictions/us/states/me/people/sean-faircloth.md
index 806ec03bc5..c2179745f7 100644
--- a/data/jurisdictions/us/states/me/people/sean-faircloth.md
+++ b/data/jurisdictions/us/states/me/people/sean-faircloth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 24"
+represents: "us/states/me/districts/house/24"
 tenure:
   start: "2025-02-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 24 (ME State House of Representatives District 24).
 
+Represents [ME State House of Representatives District 24](/us/states/me/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/sharon-frost.md b/data/jurisdictions/us/states/me/people/sharon-frost.md
index edefde688d..a3e8e9d752 100644
--- a/data/jurisdictions/us/states/me/people/sharon-frost.md
+++ b/data/jurisdictions/us/states/me/people/sharon-frost.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 58"
+represents: "us/states/me/districts/house/58"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 58 (ME State House of Representatives District 58).
 
+Represents [ME State House of Representatives District 58](/us/states/me/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/sheila-lyman.md b/data/jurisdictions/us/states/me/people/sheila-lyman.md
index 44132cb4e1..d526aa0a9a 100644
--- a/data/jurisdictions/us/states/me/people/sheila-lyman.md
+++ b/data/jurisdictions/us/states/me/people/sheila-lyman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 76"
+represents: "us/states/me/districts/house/76"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 76 (ME State House of Representatives District 76).
 
+Represents [ME State House of Representatives District 76](/us/states/me/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/shelley-rudnicki.md b/data/jurisdictions/us/states/me/people/shelley-rudnicki.md
index 7b117c36a4..4c2aaceae1 100644
--- a/data/jurisdictions/us/states/me/people/shelley-rudnicki.md
+++ b/data/jurisdictions/us/states/me/people/shelley-rudnicki.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 67"
+represents: "us/states/me/districts/house/67"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 67 (ME State House of Representatives District 67).
 
+Represents [ME State House of Representatives District 67](/us/states/me/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/sophie-warren.md b/data/jurisdictions/us/states/me/people/sophie-warren.md
index 7514c3d864..d8570c0efe 100644
--- a/data/jurisdictions/us/states/me/people/sophie-warren.md
+++ b/data/jurisdictions/us/states/me/people/sophie-warren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 124"
+represents: "us/states/me/districts/house/124"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 124 (ME State House of Representatives District 124).
 
+Represents [ME State House of Representatives District 124](/us/states/me/districts/house/124.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/stacey-guerin.md b/data/jurisdictions/us/states/me/people/stacey-guerin.md
index f1452a6315..ac3475dbb5 100644
--- a/data/jurisdictions/us/states/me/people/stacey-guerin.md
+++ b/data/jurisdictions/us/states/me/people/stacey-guerin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 4"
+represents: "us/states/me/districts/senate/4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 4 (ME State Senate District 4).
 
+Represents [ME State Senate District 4](/us/states/me/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/stacy-brenner.md b/data/jurisdictions/us/states/me/people/stacy-brenner.md
index 5e179ffde8..90f285d322 100644
--- a/data/jurisdictions/us/states/me/people/stacy-brenner.md
+++ b/data/jurisdictions/us/states/me/people/stacy-brenner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 30"
+represents: "us/states/me/districts/senate/30"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 30 (ME State Senate District 30).
 
+Represents [ME State Senate District 30](/us/states/me/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/steve-bishop.md b/data/jurisdictions/us/states/me/people/steve-bishop.md
index dfc323c141..407413c1cf 100644
--- a/data/jurisdictions/us/states/me/people/steve-bishop.md
+++ b/data/jurisdictions/us/states/me/people/steve-bishop.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 17"
+represents: "us/states/me/districts/house/17"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 17 (ME State House of Representatives District 17).
 
+Represents [ME State House of Representatives District 17](/us/states/me/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/steve-bunker.md b/data/jurisdictions/us/states/me/people/steve-bunker.md
index 0b397617f6..54350ebb5d 100644
--- a/data/jurisdictions/us/states/me/people/steve-bunker.md
+++ b/data/jurisdictions/us/states/me/people/steve-bunker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 75"
+represents: "us/states/me/districts/house/75"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 75 (ME State House of Representatives District 75).
 
+Represents [ME State House of Representatives District 75](/us/states/me/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/steve-wood.md b/data/jurisdictions/us/states/me/people/steve-wood.md
index aececf6987..bb1917fd8c 100644
--- a/data/jurisdictions/us/states/me/people/steve-wood.md
+++ b/data/jurisdictions/us/states/me/people/steve-wood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 92"
+represents: "us/states/me/districts/house/92"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 92 (ME State House of Representatives District 92).
 
+Represents [ME State House of Representatives District 92](/us/states/me/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/steven-foster.md b/data/jurisdictions/us/states/me/people/steven-foster.md
index d5446d7453..0d39e6cf6a 100644
--- a/data/jurisdictions/us/states/me/people/steven-foster.md
+++ b/data/jurisdictions/us/states/me/people/steven-foster.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 32"
+represents: "us/states/me/districts/house/32"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 32 (ME State House of Representatives District 32).
 
+Represents [ME State House of Representatives District 32](/us/states/me/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/sue-bernard.md b/data/jurisdictions/us/states/me/people/sue-bernard.md
index 4ba4e00965..2cce4b2ea0 100644
--- a/data/jurisdictions/us/states/me/people/sue-bernard.md
+++ b/data/jurisdictions/us/states/me/people/sue-bernard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 1"
+represents: "us/states/me/districts/senate/1"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 1 (ME State Senate District 1).
 
+Represents [ME State Senate District 1](/us/states/me/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/sue-salisbury.md b/data/jurisdictions/us/states/me/people/sue-salisbury.md
index 944b7b1a56..5f979a75c9 100644
--- a/data/jurisdictions/us/states/me/people/sue-salisbury.md
+++ b/data/jurisdictions/us/states/me/people/sue-salisbury.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 128"
+represents: "us/states/me/districts/house/128"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 128 (ME State House of Representatives District 128).
 
+Represents [ME State House of Representatives District 128](/us/states/me/districts/house/128.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/tammy-schmersal-burgess.md b/data/jurisdictions/us/states/me/people/tammy-schmersal-burgess.md
index f4c17883dd..e29a90beb8 100644
--- a/data/jurisdictions/us/states/me/people/tammy-schmersal-burgess.md
+++ b/data/jurisdictions/us/states/me/people/tammy-schmersal-burgess.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 77"
+represents: "us/states/me/districts/house/77"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 77 (ME State House of Representatives District 77).
 
+Represents [ME State House of Representatives District 77](/us/states/me/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/tavis-hasenfus.md b/data/jurisdictions/us/states/me/people/tavis-hasenfus.md
index a17abc5579..42d74d6505 100644
--- a/data/jurisdictions/us/states/me/people/tavis-hasenfus.md
+++ b/data/jurisdictions/us/states/me/people/tavis-hasenfus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 57"
+represents: "us/states/me/districts/house/57"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 57 (ME State House of Representatives District 57).
 
+Represents [ME State House of Representatives District 57](/us/states/me/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/teresa-pierce.md b/data/jurisdictions/us/states/me/people/teresa-pierce.md
index 30ec918b6c..0eff213d97 100644
--- a/data/jurisdictions/us/states/me/people/teresa-pierce.md
+++ b/data/jurisdictions/us/states/me/people/teresa-pierce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 25"
+represents: "us/states/me/districts/senate/25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 25 (ME State Senate District 25).
 
+Represents [ME State Senate District 25](/us/states/me/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/thomas-lavigne.md b/data/jurisdictions/us/states/me/people/thomas-lavigne.md
index c539487af9..92e4700204 100644
--- a/data/jurisdictions/us/states/me/people/thomas-lavigne.md
+++ b/data/jurisdictions/us/states/me/people/thomas-lavigne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 148"
+represents: "us/states/me/districts/house/148"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 148 (ME State House of Representatives District 148).
 
+Represents [ME State House of Representatives District 148](/us/states/me/districts/house/148.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/tiffany-roberts.md b/data/jurisdictions/us/states/me/people/tiffany-roberts.md
index 906c4ab0a0..a48f4b4a15 100644
--- a/data/jurisdictions/us/states/me/people/tiffany-roberts.md
+++ b/data/jurisdictions/us/states/me/people/tiffany-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 149"
+represents: "us/states/me/districts/house/149"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 149 (ME State House of Representatives District 149).
 
+Represents [ME State House of Representatives District 149](/us/states/me/districts/house/149.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/tiffany-strout.md b/data/jurisdictions/us/states/me/people/tiffany-strout.md
index 3f6b499d41..2272659209 100644
--- a/data/jurisdictions/us/states/me/people/tiffany-strout.md
+++ b/data/jurisdictions/us/states/me/people/tiffany-strout.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 11"
+represents: "us/states/me/districts/house/11"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 11 (ME State House of Representatives District 11).
 
+Represents [ME State House of Representatives District 11](/us/states/me/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/tim-nangle.md b/data/jurisdictions/us/states/me/people/tim-nangle.md
index 1455760acc..ebb2f533f3 100644
--- a/data/jurisdictions/us/states/me/people/tim-nangle.md
+++ b/data/jurisdictions/us/states/me/people/tim-nangle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 26"
+represents: "us/states/me/districts/senate/26"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 26 (ME State Senate District 26).
 
+Represents [ME State Senate District 26](/us/states/me/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/timmy-guerrette.md b/data/jurisdictions/us/states/me/people/timmy-guerrette.md
index 380665d3c4..4dd461880b 100644
--- a/data/jurisdictions/us/states/me/people/timmy-guerrette.md
+++ b/data/jurisdictions/us/states/me/people/timmy-guerrette.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 4"
+represents: "us/states/me/districts/house/4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 4 (ME State House of Representatives District 4).
 
+Represents [ME State House of Representatives District 4](/us/states/me/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/traci-gere.md b/data/jurisdictions/us/states/me/people/traci-gere.md
index f5d2bb2823..3b8435e053 100644
--- a/data/jurisdictions/us/states/me/people/traci-gere.md
+++ b/data/jurisdictions/us/states/me/people/traci-gere.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 134"
+represents: "us/states/me/districts/house/134"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 134 (ME State House of Representatives District 134).
 
+Represents [ME State House of Representatives District 134](/us/states/me/districts/house/134.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/tracy-quint.md b/data/jurisdictions/us/states/me/people/tracy-quint.md
index 1b7af975e0..0154572303 100644
--- a/data/jurisdictions/us/states/me/people/tracy-quint.md
+++ b/data/jurisdictions/us/states/me/people/tracy-quint.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 8"
+represents: "us/states/me/districts/house/8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 8 (ME State House of Representatives District 8).
 
+Represents [ME State House of Representatives District 8](/us/states/me/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/trey-stewart.md b/data/jurisdictions/us/states/me/people/trey-stewart.md
index 6f6c1fc39c..6338114568 100644
--- a/data/jurisdictions/us/states/me/people/trey-stewart.md
+++ b/data/jurisdictions/us/states/me/people/trey-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State Senate District 2"
+represents: "us/states/me/districts/senate/2"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME Senate District 2 (ME State Senate District 2).
 
+Represents [ME State Senate District 2](/us/states/me/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/valli-geiger.md b/data/jurisdictions/us/states/me/people/valli-geiger.md
index 9f2a5c94e9..9c801bf84b 100644
--- a/data/jurisdictions/us/states/me/people/valli-geiger.md
+++ b/data/jurisdictions/us/states/me/people/valli-geiger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 42"
+represents: "us/states/me/districts/house/42"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 42 (ME State House of Representatives District 42).
 
+Represents [ME State House of Representatives District 42](/us/states/me/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/vicki-doudera.md b/data/jurisdictions/us/states/me/people/vicki-doudera.md
index d461ef6b22..6004194f2f 100644
--- a/data/jurisdictions/us/states/me/people/vicki-doudera.md
+++ b/data/jurisdictions/us/states/me/people/vicki-doudera.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 41"
+represents: "us/states/me/districts/house/41"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 41 (ME State House of Representatives District 41).
 
+Represents [ME State House of Representatives District 41](/us/states/me/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/wayne-farrin.md b/data/jurisdictions/us/states/me/people/wayne-farrin.md
index 5c5c810c8b..b353bab9cc 100644
--- a/data/jurisdictions/us/states/me/people/wayne-farrin.md
+++ b/data/jurisdictions/us/states/me/people/wayne-farrin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 47"
+represents: "us/states/me/districts/house/47"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 47 (ME State House of Representatives District 47).
 
+Represents [ME State House of Representatives District 47](/us/states/me/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/wayne-parry.md b/data/jurisdictions/us/states/me/people/wayne-parry.md
index 354d03f73d..33841e6f47 100644
--- a/data/jurisdictions/us/states/me/people/wayne-parry.md
+++ b/data/jurisdictions/us/states/me/people/wayne-parry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 140"
+represents: "us/states/me/districts/house/140"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 140 (ME State House of Representatives District 140).
 
+Represents [ME State House of Representatives District 140](/us/states/me/districts/house/140.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/will-tuell.md b/data/jurisdictions/us/states/me/people/will-tuell.md
index 3848b16761..e7613aa106 100644
--- a/data/jurisdictions/us/states/me/people/will-tuell.md
+++ b/data/jurisdictions/us/states/me/people/will-tuell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 10"
+represents: "us/states/me/districts/house/10"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 10 (ME State House of Representatives District 10).
 
+Represents [ME State House of Representatives District 10](/us/states/me/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/woody-woodsome.md b/data/jurisdictions/us/states/me/people/woody-woodsome.md
index ad117eb45b..4848ba0a81 100644
--- a/data/jurisdictions/us/states/me/people/woody-woodsome.md
+++ b/data/jurisdictions/us/states/me/people/woody-woodsome.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 139"
+represents: "us/states/me/districts/house/139"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 139 (ME State House of Representatives District 139).
 
+Represents [ME State House of Representatives District 139](/us/states/me/districts/house/139.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/me/people/yusuf-yusuf.md b/data/jurisdictions/us/states/me/people/yusuf-yusuf.md
index 67d8816a0b..73b8ce142a 100644
--- a/data/jurisdictions/us/states/me/people/yusuf-yusuf.md
+++ b/data/jurisdictions/us/states/me/people/yusuf-yusuf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ME"
 district: "ME State House of Representatives District 118"
+represents: "us/states/me/districts/house/118"
 tenure:
   start: "2024-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ME House District 118 (ME State House of Representatives District 118).
 
+Represents [ME State House of Representatives District 118](/us/states/me/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/counties/alcona/index.md b/data/jurisdictions/us/states/mi/counties/alcona/index.md
index 74ebfa7c07..e1c349bfa3 100644
--- a/data/jurisdictions/us/states/mi/counties/alcona/index.md
+++ b/data/jurisdictions/us/states/mi/counties/alcona/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 28
   hispanic: 176
   bachelors_plus: 2612
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.3877
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 0.3879
+  - to: "us/states/mi/districts/house/106"
+    rel: in-district
+    area_weight: 0.3879
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 176 |
 | Bachelor's or higher | 2612 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 39% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 39% (state senate)
+- [MI House District 106](/us/states/mi/districts/house/106.md) — 39% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/alger/index.md b/data/jurisdictions/us/states/mi/counties/alger/index.md
index 8202cadf71..2f5ad568e4 100644
--- a/data/jurisdictions/us/states/mi/counties/alger/index.md
+++ b/data/jurisdictions/us/states/mi/counties/alger/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 202
   hispanic: 154
   bachelors_plus: 1852
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.1856
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.1839
+  - to: "us/states/mi/districts/house/109"
+    rel: in-district
+    area_weight: 0.1838
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 154 |
 | Bachelor's or higher | 1852 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 19% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 18% (state senate)
+- [MI House District 109](/us/states/mi/districts/house/109.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/allegan/index.md b/data/jurisdictions/us/states/mi/counties/allegan/index.md
index 1054260dc0..ac25f6b195 100644
--- a/data/jurisdictions/us/states/mi/counties/allegan/index.md
+++ b/data/jurisdictions/us/states/mi/counties/allegan/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 539
   hispanic: 9856
   bachelors_plus: 30453
+districts:
+  - to: "us/states/mi/districts/04"
+    rel: in-district
+    area_weight: 0.4596
+  - to: "us/states/mi/districts/senate/20"
+    rel: in-district
+    area_weight: 0.29
+  - to: "us/states/mi/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1375
+  - to: "us/states/mi/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0318
+  - to: "us/states/mi/districts/house/43"
+    rel: in-district
+    area_weight: 0.2714
+  - to: "us/states/mi/districts/house/39"
+    rel: in-district
+    area_weight: 0.0713
+  - to: "us/states/mi/districts/house/38"
+    rel: in-district
+    area_weight: 0.054
+  - to: "us/states/mi/districts/house/42"
+    rel: in-district
+    area_weight: 0.0269
+  - to: "us/states/mi/districts/house/79"
+    rel: in-district
+    area_weight: 0.0195
+  - to: "us/states/mi/districts/house/86"
+    rel: in-district
+    area_weight: 0.0163
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 9856 |
 | Bachelor's or higher | 30453 |
 
+## Districts
+
+- [MI-04](/us/states/mi/districts/04.md) — 46% (congressional)
+- [MI Senate District 20](/us/states/mi/districts/senate/20.md) — 29% (state senate)
+- [MI Senate District 18](/us/states/mi/districts/senate/18.md) — 14% (state senate)
+- [MI Senate District 31](/us/states/mi/districts/senate/31.md) — 3% (state senate)
+- [MI House District 43](/us/states/mi/districts/house/43.md) — 27% (state house)
+- [MI House District 39](/us/states/mi/districts/house/39.md) — 7% (state house)
+- [MI House District 38](/us/states/mi/districts/house/38.md) — 5% (state house)
+- [MI House District 42](/us/states/mi/districts/house/42.md) — 3% (state house)
+- [MI House District 79](/us/states/mi/districts/house/79.md) — 2% (state house)
+- [MI House District 86](/us/states/mi/districts/house/86.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/alpena/index.md b/data/jurisdictions/us/states/mi/counties/alpena/index.md
index 43163f52b1..3b2a0e7b03 100644
--- a/data/jurisdictions/us/states/mi/counties/alpena/index.md
+++ b/data/jurisdictions/us/states/mi/counties/alpena/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 477
   bachelors_plus: 5470
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.3503
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 0.3501
+  - to: "us/states/mi/districts/house/106"
+    rel: in-district
+    area_weight: 0.3501
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 477 |
 | Bachelor's or higher | 5470 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 35% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 35% (state senate)
+- [MI House District 106](/us/states/mi/districts/house/106.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/antrim/index.md b/data/jurisdictions/us/states/mi/counties/antrim/index.md
index f9af1b1e45..48e37021ef 100644
--- a/data/jurisdictions/us/states/mi/counties/antrim/index.md
+++ b/data/jurisdictions/us/states/mi/counties/antrim/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 125
   hispanic: 525
   bachelors_plus: 8784
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.8728
+  - to: "us/states/mi/districts/senate/37"
+    rel: in-district
+    area_weight: 0.8722
+  - to: "us/states/mi/districts/house/104"
+    rel: in-district
+    area_weight: 0.6374
+  - to: "us/states/mi/districts/house/105"
+    rel: in-district
+    area_weight: 0.2348
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 525 |
 | Bachelor's or higher | 8784 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 87% (congressional)
+- [MI Senate District 37](/us/states/mi/districts/senate/37.md) — 87% (state senate)
+- [MI House District 104](/us/states/mi/districts/house/104.md) — 64% (state house)
+- [MI House District 105](/us/states/mi/districts/house/105.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/arenac/index.md b/data/jurisdictions/us/states/mi/counties/arenac/index.md
index cef44953bd..7c9fb137fb 100644
--- a/data/jurisdictions/us/states/mi/counties/arenac/index.md
+++ b/data/jurisdictions/us/states/mi/counties/arenac/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 57
   hispanic: 336
   bachelors_plus: 2490
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.5387
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 0.5401
+  - to: "us/states/mi/districts/house/99"
+    rel: in-district
+    area_weight: 0.5401
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 336 |
 | Bachelor's or higher | 2490 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 54% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 54% (state senate)
+- [MI House District 99](/us/states/mi/districts/house/99.md) — 54% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/baraga/index.md b/data/jurisdictions/us/states/mi/counties/baraga/index.md
index 8dea5cfd25..56224c28f5 100644
--- a/data/jurisdictions/us/states/mi/counties/baraga/index.md
+++ b/data/jurisdictions/us/states/mi/counties/baraga/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 981
   hispanic: 143
   bachelors_plus: 1261
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.8558
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.8579
+  - to: "us/states/mi/districts/house/109"
+    rel: in-district
+    area_weight: 0.8578
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 143 |
 | Bachelor's or higher | 1261 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 86% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 86% (state senate)
+- [MI House District 109](/us/states/mi/districts/house/109.md) — 86% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/barry/index.md b/data/jurisdictions/us/states/mi/counties/barry/index.md
index 99255c3866..54c7c1a3da 100644
--- a/data/jurisdictions/us/states/mi/counties/barry/index.md
+++ b/data/jurisdictions/us/states/mi/counties/barry/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 176
   hispanic: 2337
   bachelors_plus: 14741
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mi/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/house/43"
+    rel: in-district
+    area_weight: 0.4387
+  - to: "us/states/mi/districts/house/78"
+    rel: in-district
+    area_weight: 0.3737
+  - to: "us/states/mi/districts/house/79"
+    rel: in-district
+    area_weight: 0.1876
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2337 |
 | Bachelor's or higher | 14741 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 18](/us/states/mi/districts/senate/18.md) — 100% (state senate)
+- [MI House District 43](/us/states/mi/districts/house/43.md) — 44% (state house)
+- [MI House District 78](/us/states/mi/districts/house/78.md) — 37% (state house)
+- [MI House District 79](/us/states/mi/districts/house/79.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/bay/index.md b/data/jurisdictions/us/states/mi/counties/bay/index.md
index 833ccbe120..08dcc2e41f 100644
--- a/data/jurisdictions/us/states/mi/counties/bay/index.md
+++ b/data/jurisdictions/us/states/mi/counties/bay/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 230
   hispanic: 6117
   bachelors_plus: 21960
+districts:
+  - to: "us/states/mi/districts/08"
+    rel: in-district
+    area_weight: 0.7115
+  - to: "us/states/mi/districts/senate/35"
+    rel: in-district
+    area_weight: 0.4281
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 0.1704
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 0.1122
+  - to: "us/states/mi/districts/house/96"
+    rel: in-district
+    area_weight: 0.4815
+  - to: "us/states/mi/districts/house/99"
+    rel: in-district
+    area_weight: 0.1736
+  - to: "us/states/mi/districts/house/97"
+    rel: in-district
+    area_weight: 0.0552
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6117 |
 | Bachelor's or higher | 21960 |
 
+## Districts
+
+- [MI-08](/us/states/mi/districts/08.md) — 71% (congressional)
+- [MI Senate District 35](/us/states/mi/districts/senate/35.md) — 43% (state senate)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 17% (state senate)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 11% (state senate)
+- [MI House District 96](/us/states/mi/districts/house/96.md) — 48% (state house)
+- [MI House District 99](/us/states/mi/districts/house/99.md) — 17% (state house)
+- [MI House District 97](/us/states/mi/districts/house/97.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/benzie/index.md b/data/jurisdictions/us/states/mi/counties/benzie/index.md
index 817ed8e2d4..796aa93dc7 100644
--- a/data/jurisdictions/us/states/mi/counties/benzie/index.md
+++ b/data/jurisdictions/us/states/mi/counties/benzie/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 167
   hispanic: 457
   bachelors_plus: 7152
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.4037
+  - to: "us/states/mi/districts/senate/32"
+    rel: in-district
+    area_weight: 0.4043
+  - to: "us/states/mi/districts/house/104"
+    rel: in-district
+    area_weight: 0.3199
+  - to: "us/states/mi/districts/house/103"
+    rel: in-district
+    area_weight: 0.0845
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 457 |
 | Bachelor's or higher | 7152 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 40% (congressional)
+- [MI Senate District 32](/us/states/mi/districts/senate/32.md) — 40% (state senate)
+- [MI House District 104](/us/states/mi/districts/house/104.md) — 32% (state house)
+- [MI House District 103](/us/states/mi/districts/house/103.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/berrien/index.md b/data/jurisdictions/us/states/mi/counties/berrien/index.md
index c9204d9caa..7e656e06cd 100644
--- a/data/jurisdictions/us/states/mi/counties/berrien/index.md
+++ b/data/jurisdictions/us/states/mi/counties/berrien/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 409
   hispanic: 9697
   bachelors_plus: 46853
+districts:
+  - to: "us/states/mi/districts/05"
+    rel: in-district
+    area_weight: 0.2792
+  - to: "us/states/mi/districts/04"
+    rel: in-district
+    area_weight: 0.0875
+  - to: "us/states/mi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2208
+  - to: "us/states/mi/districts/senate/20"
+    rel: in-district
+    area_weight: 0.1459
+  - to: "us/states/mi/districts/house/37"
+    rel: in-district
+    area_weight: 0.226
+  - to: "us/states/mi/districts/house/38"
+    rel: in-district
+    area_weight: 0.0957
+  - to: "us/states/mi/districts/house/39"
+    rel: in-district
+    area_weight: 0.045
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 9697 |
 | Bachelor's or higher | 46853 |
 
+## Districts
+
+- [MI-05](/us/states/mi/districts/05.md) — 28% (congressional)
+- [MI-04](/us/states/mi/districts/04.md) — 9% (congressional)
+- [MI Senate District 17](/us/states/mi/districts/senate/17.md) — 22% (state senate)
+- [MI Senate District 20](/us/states/mi/districts/senate/20.md) — 15% (state senate)
+- [MI House District 37](/us/states/mi/districts/house/37.md) — 23% (state house)
+- [MI House District 38](/us/states/mi/districts/house/38.md) — 10% (state house)
+- [MI House District 39](/us/states/mi/districts/house/39.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/branch/index.md b/data/jurisdictions/us/states/mi/counties/branch/index.md
index c5403059a0..fb3eca7598 100644
--- a/data/jurisdictions/us/states/mi/counties/branch/index.md
+++ b/data/jurisdictions/us/states/mi/counties/branch/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 175
   hispanic: 3071
   bachelors_plus: 6925
+districts:
+  - to: "us/states/mi/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mi/districts/house/35"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3071 |
 | Bachelor's or higher | 6925 |
 
+## Districts
+
+- [MI-05](/us/states/mi/districts/05.md) — 100% (congressional)
+- [MI Senate District 17](/us/states/mi/districts/senate/17.md) — 100% (state senate)
+- [MI House District 35](/us/states/mi/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/calhoun/index.md b/data/jurisdictions/us/states/mi/counties/calhoun/index.md
index 8b8b198fa9..e6a65a64fe 100644
--- a/data/jurisdictions/us/states/mi/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/mi/counties/calhoun/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 474
   hispanic: 7914
   bachelors_plus: 28345
+districts:
+  - to: "us/states/mi/districts/05"
+    rel: in-district
+    area_weight: 0.7982
+  - to: "us/states/mi/districts/04"
+    rel: in-district
+    area_weight: 0.2017
+  - to: "us/states/mi/districts/senate/18"
+    rel: in-district
+    area_weight: 0.6059
+  - to: "us/states/mi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.3941
+  - to: "us/states/mi/districts/house/45"
+    rel: in-district
+    area_weight: 0.6439
+  - to: "us/states/mi/districts/house/44"
+    rel: in-district
+    area_weight: 0.3561
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7914 |
 | Bachelor's or higher | 28345 |
 
+## Districts
+
+- [MI-05](/us/states/mi/districts/05.md) — 80% (congressional)
+- [MI-04](/us/states/mi/districts/04.md) — 20% (congressional)
+- [MI Senate District 18](/us/states/mi/districts/senate/18.md) — 61% (state senate)
+- [MI Senate District 17](/us/states/mi/districts/senate/17.md) — 39% (state senate)
+- [MI House District 45](/us/states/mi/districts/house/45.md) — 64% (state house)
+- [MI House District 44](/us/states/mi/districts/house/44.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/cass/index.md b/data/jurisdictions/us/states/mi/counties/cass/index.md
index 0835a17c38..9090dad44a 100644
--- a/data/jurisdictions/us/states/mi/counties/cass/index.md
+++ b/data/jurisdictions/us/states/mi/counties/cass/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 613
   hispanic: 2329
   bachelors_plus: 11093
+districts:
+  - to: "us/states/mi/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/36"
+    rel: in-district
+    area_weight: 0.6748
+  - to: "us/states/mi/districts/house/37"
+    rel: in-district
+    area_weight: 0.3252
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2329 |
 | Bachelor's or higher | 11093 |
 
+## Districts
+
+- [MI-05](/us/states/mi/districts/05.md) — 100% (congressional)
+- [MI Senate District 17](/us/states/mi/districts/senate/17.md) — 100% (state senate)
+- [MI House District 36](/us/states/mi/districts/house/36.md) — 67% (state house)
+- [MI House District 37](/us/states/mi/districts/house/37.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/charlevoix/index.md b/data/jurisdictions/us/states/mi/counties/charlevoix/index.md
index 0171676860..1830b802df 100644
--- a/data/jurisdictions/us/states/mi/counties/charlevoix/index.md
+++ b/data/jurisdictions/us/states/mi/counties/charlevoix/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 223
   hispanic: 530
   bachelors_plus: 9861
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.3291
+  - to: "us/states/mi/districts/senate/37"
+    rel: in-district
+    area_weight: 0.3245
+  - to: "us/states/mi/districts/house/107"
+    rel: in-district
+    area_weight: 0.3245
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 530 |
 | Bachelor's or higher | 9861 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 33% (congressional)
+- [MI Senate District 37](/us/states/mi/districts/senate/37.md) — 32% (state senate)
+- [MI House District 107](/us/states/mi/districts/house/107.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/cheboygan/index.md b/data/jurisdictions/us/states/mi/counties/cheboygan/index.md
index b4de7037a3..b97955d769 100644
--- a/data/jurisdictions/us/states/mi/counties/cheboygan/index.md
+++ b/data/jurisdictions/us/states/mi/counties/cheboygan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 580
   hispanic: 440
   bachelors_plus: 6886
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.9002
+  - to: "us/states/mi/districts/senate/37"
+    rel: in-district
+    area_weight: 0.898
+  - to: "us/states/mi/districts/house/106"
+    rel: in-district
+    area_weight: 0.8852
+  - to: "us/states/mi/districts/house/107"
+    rel: in-district
+    area_weight: 0.013
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 440 |
 | Bachelor's or higher | 6886 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 90% (congressional)
+- [MI Senate District 37](/us/states/mi/districts/senate/37.md) — 90% (state senate)
+- [MI House District 106](/us/states/mi/districts/house/106.md) — 89% (state house)
+- [MI House District 107](/us/states/mi/districts/house/107.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/chippewa/index.md b/data/jurisdictions/us/states/mi/counties/chippewa/index.md
index 60a5e4b5ad..ea38ae1f9a 100644
--- a/data/jurisdictions/us/states/mi/counties/chippewa/index.md
+++ b/data/jurisdictions/us/states/mi/counties/chippewa/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 4892
   hispanic: 825
   bachelors_plus: 8070
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.6171
+  - to: "us/states/mi/districts/senate/37"
+    rel: in-district
+    area_weight: 0.3444
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.2613
+  - to: "us/states/mi/districts/house/108"
+    rel: in-district
+    area_weight: 0.3655
+  - to: "us/states/mi/districts/house/107"
+    rel: in-district
+    area_weight: 0.2401
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 825 |
 | Bachelor's or higher | 8070 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 62% (congressional)
+- [MI Senate District 37](/us/states/mi/districts/senate/37.md) — 34% (state senate)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 26% (state senate)
+- [MI House District 108](/us/states/mi/districts/house/108.md) — 37% (state house)
+- [MI House District 107](/us/states/mi/districts/house/107.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/clare/index.md b/data/jurisdictions/us/states/mi/counties/clare/index.md
index 16ac2b66bb..e5467d64c0 100644
--- a/data/jurisdictions/us/states/mi/counties/clare/index.md
+++ b/data/jurisdictions/us/states/mi/counties/clare/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 119
   hispanic: 715
   bachelors_plus: 4226
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/house/100"
+    rel: in-district
+    area_weight: 0.7488
+  - to: "us/states/mi/districts/house/99"
+    rel: in-district
+    area_weight: 0.251
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 715 |
 | Bachelor's or higher | 4226 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 100% (state senate)
+- [MI House District 100](/us/states/mi/districts/house/100.md) — 75% (state house)
+- [MI House District 99](/us/states/mi/districts/house/99.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/clinton/index.md b/data/jurisdictions/us/states/mi/counties/clinton/index.md
index 5a4c577324..b1d9bc5762 100644
--- a/data/jurisdictions/us/states/mi/counties/clinton/index.md
+++ b/data/jurisdictions/us/states/mi/counties/clinton/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 229
   hispanic: 4147
   bachelors_plus: 27680
+districts:
+  - to: "us/states/mi/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/28"
+    rel: in-district
+    area_weight: 0.8761
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 0.1238
+  - to: "us/states/mi/districts/house/93"
+    rel: in-district
+    area_weight: 0.3747
+  - to: "us/states/mi/districts/house/75"
+    rel: in-district
+    area_weight: 0.318
+  - to: "us/states/mi/districts/house/77"
+    rel: in-district
+    area_weight: 0.3073
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 4147 |
 | Bachelor's or higher | 27680 |
 
+## Districts
+
+- [MI-07](/us/states/mi/districts/07.md) — 100% (congressional)
+- [MI Senate District 28](/us/states/mi/districts/senate/28.md) — 88% (state senate)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 12% (state senate)
+- [MI House District 93](/us/states/mi/districts/house/93.md) — 37% (state house)
+- [MI House District 75](/us/states/mi/districts/house/75.md) — 32% (state house)
+- [MI House District 77](/us/states/mi/districts/house/77.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/crawford/index.md b/data/jurisdictions/us/states/mi/counties/crawford/index.md
index 70017bcdab..ca7a3c018b 100644
--- a/data/jurisdictions/us/states/mi/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/mi/counties/crawford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 32
   hispanic: 326
   bachelors_plus: 2968
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/105"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 326 |
 | Bachelor's or higher | 2968 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 100% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 100% (state senate)
+- [MI House District 105](/us/states/mi/districts/house/105.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/delta/index.md b/data/jurisdictions/us/states/mi/counties/delta/index.md
index c86b280da0..9d7105b24f 100644
--- a/data/jurisdictions/us/states/mi/counties/delta/index.md
+++ b/data/jurisdictions/us/states/mi/counties/delta/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 564
   hispanic: 560
   bachelors_plus: 7190
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.6034
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.5959
+  - to: "us/states/mi/districts/house/108"
+    rel: in-district
+    area_weight: 0.5959
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 560 |
 | Bachelor's or higher | 7190 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 60% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 60% (state senate)
+- [MI House District 108](/us/states/mi/districts/house/108.md) — 60% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/dickinson/index.md b/data/jurisdictions/us/states/mi/counties/dickinson/index.md
index 7c10942a94..7c348d766b 100644
--- a/data/jurisdictions/us/states/mi/counties/dickinson/index.md
+++ b/data/jurisdictions/us/states/mi/counties/dickinson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 144
   hispanic: 511
   bachelors_plus: 6307
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/house/109"
+    rel: in-district
+    area_weight: 0.6865
+  - to: "us/states/mi/districts/house/110"
+    rel: in-district
+    area_weight: 0.3133
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 511 |
 | Bachelor's or higher | 6307 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 100% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 100% (state senate)
+- [MI House District 109](/us/states/mi/districts/house/109.md) — 69% (state house)
+- [MI House District 110](/us/states/mi/districts/house/110.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/eaton/index.md b/data/jurisdictions/us/states/mi/counties/eaton/index.md
index 3787bfdab6..689b5c273e 100644
--- a/data/jurisdictions/us/states/mi/counties/eaton/index.md
+++ b/data/jurisdictions/us/states/mi/counties/eaton/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 302
   hispanic: 6891
   bachelors_plus: 32023
+districts:
+  - to: "us/states/mi/districts/07"
+    rel: in-district
+    area_weight: 0.8387
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.1613
+  - to: "us/states/mi/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/house/76"
+    rel: in-district
+    area_weight: 0.7329
+  - to: "us/states/mi/districts/house/78"
+    rel: in-district
+    area_weight: 0.1896
+  - to: "us/states/mi/districts/house/43"
+    rel: in-district
+    area_weight: 0.0631
+  - to: "us/states/mi/districts/house/77"
+    rel: in-district
+    area_weight: 0.0143
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6891 |
 | Bachelor's or higher | 32023 |
 
+## Districts
+
+- [MI-07](/us/states/mi/districts/07.md) — 84% (congressional)
+- [MI-02](/us/states/mi/districts/02.md) — 16% (congressional)
+- [MI Senate District 21](/us/states/mi/districts/senate/21.md) — 100% (state senate)
+- [MI House District 76](/us/states/mi/districts/house/76.md) — 73% (state house)
+- [MI House District 78](/us/states/mi/districts/house/78.md) — 19% (state house)
+- [MI House District 43](/us/states/mi/districts/house/43.md) — 6% (state house)
+- [MI House District 77](/us/states/mi/districts/house/77.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/emmet/index.md b/data/jurisdictions/us/states/mi/counties/emmet/index.md
index a5262d46ea..7a74367d4a 100644
--- a/data/jurisdictions/us/states/mi/counties/emmet/index.md
+++ b/data/jurisdictions/us/states/mi/counties/emmet/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 612
   hispanic: 714
   bachelors_plus: 15054
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.5445
+  - to: "us/states/mi/districts/senate/37"
+    rel: in-district
+    area_weight: 0.5467
+  - to: "us/states/mi/districts/house/107"
+    rel: in-district
+    area_weight: 0.5467
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 714 |
 | Bachelor's or higher | 15054 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 54% (congressional)
+- [MI Senate District 37](/us/states/mi/districts/senate/37.md) — 55% (state senate)
+- [MI House District 107](/us/states/mi/districts/house/107.md) — 55% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/genesee/index.md b/data/jurisdictions/us/states/mi/counties/genesee/index.md
index 2288aebff7..6bd9afabc3 100644
--- a/data/jurisdictions/us/states/mi/counties/genesee/index.md
+++ b/data/jurisdictions/us/states/mi/counties/genesee/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 1146
   hispanic: 17176
   bachelors_plus: 87764
+districts:
+  - to: "us/states/mi/districts/08"
+    rel: in-district
+    area_weight: 0.9954
+  - to: "us/states/mi/districts/senate/27"
+    rel: in-district
+    area_weight: 0.4431
+  - to: "us/states/mi/districts/senate/26"
+    rel: in-district
+    area_weight: 0.3895
+  - to: "us/states/mi/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1122
+  - to: "us/states/mi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0552
+  - to: "us/states/mi/districts/house/69"
+    rel: in-district
+    area_weight: 0.2433
+  - to: "us/states/mi/districts/house/67"
+    rel: in-district
+    area_weight: 0.2089
+  - to: "us/states/mi/districts/house/68"
+    rel: in-district
+    area_weight: 0.1734
+  - to: "us/states/mi/districts/house/71"
+    rel: in-district
+    area_weight: 0.1382
+  - to: "us/states/mi/districts/house/72"
+    rel: in-district
+    area_weight: 0.1152
+  - to: "us/states/mi/districts/house/70"
+    rel: in-district
+    area_weight: 0.0622
+  - to: "us/states/mi/districts/house/97"
+    rel: in-district
+    area_weight: 0.0588
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 17176 |
 | Bachelor's or higher | 87764 |
 
+## Districts
+
+- [MI-08](/us/states/mi/districts/08.md) — 100% (congressional)
+- [MI Senate District 27](/us/states/mi/districts/senate/27.md) — 44% (state senate)
+- [MI Senate District 26](/us/states/mi/districts/senate/26.md) — 39% (state senate)
+- [MI Senate District 22](/us/states/mi/districts/senate/22.md) — 11% (state senate)
+- [MI Senate District 24](/us/states/mi/districts/senate/24.md) — 6% (state senate)
+- [MI House District 69](/us/states/mi/districts/house/69.md) — 24% (state house)
+- [MI House District 67](/us/states/mi/districts/house/67.md) — 21% (state house)
+- [MI House District 68](/us/states/mi/districts/house/68.md) — 17% (state house)
+- [MI House District 71](/us/states/mi/districts/house/71.md) — 14% (state house)
+- [MI House District 72](/us/states/mi/districts/house/72.md) — 12% (state house)
+- [MI House District 70](/us/states/mi/districts/house/70.md) — 6% (state house)
+- [MI House District 97](/us/states/mi/districts/house/97.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/gladwin/index.md b/data/jurisdictions/us/states/mi/counties/gladwin/index.md
index 68269a75d6..20aa70e202 100644
--- a/data/jurisdictions/us/states/mi/counties/gladwin/index.md
+++ b/data/jurisdictions/us/states/mi/counties/gladwin/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 126
   hispanic: 575
   bachelors_plus: 4368
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mi/districts/house/99"
+    rel: in-district
+    area_weight: 0.8161
+  - to: "us/states/mi/districts/house/95"
+    rel: in-district
+    area_weight: 0.1838
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 575 |
 | Bachelor's or higher | 4368 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 100% (state senate)
+- [MI House District 99](/us/states/mi/districts/house/99.md) — 82% (state house)
+- [MI House District 95](/us/states/mi/districts/house/95.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/gogebic/index.md b/data/jurisdictions/us/states/mi/counties/gogebic/index.md
index 114d06b8a2..b891e793d1 100644
--- a/data/jurisdictions/us/states/mi/counties/gogebic/index.md
+++ b/data/jurisdictions/us/states/mi/counties/gogebic/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 346
   hispanic: 291
   bachelors_plus: 3441
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.773
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.7731
+  - to: "us/states/mi/districts/house/110"
+    rel: in-district
+    area_weight: 0.7731
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 291 |
 | Bachelor's or higher | 3441 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 77% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 77% (state senate)
+- [MI House District 110](/us/states/mi/districts/house/110.md) — 77% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/grand-traverse/index.md b/data/jurisdictions/us/states/mi/counties/grand-traverse/index.md
index 5c61d12c9c..25733a3b9e 100644
--- a/data/jurisdictions/us/states/mi/counties/grand-traverse/index.md
+++ b/data/jurisdictions/us/states/mi/counties/grand-traverse/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 623
   hispanic: 3242
   bachelors_plus: 40297
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.8153
+  - to: "us/states/mi/districts/senate/37"
+    rel: in-district
+    area_weight: 0.8149
+  - to: "us/states/mi/districts/house/104"
+    rel: in-district
+    area_weight: 0.5362
+  - to: "us/states/mi/districts/house/103"
+    rel: in-district
+    area_weight: 0.2788
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3242 |
 | Bachelor's or higher | 40297 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 82% (congressional)
+- [MI Senate District 37](/us/states/mi/districts/senate/37.md) — 81% (state senate)
+- [MI House District 104](/us/states/mi/districts/house/104.md) — 54% (state house)
+- [MI House District 103](/us/states/mi/districts/house/103.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/gratiot/index.md b/data/jurisdictions/us/states/mi/counties/gratiot/index.md
index fc6e27e3af..4970cff216 100644
--- a/data/jurisdictions/us/states/mi/counties/gratiot/index.md
+++ b/data/jurisdictions/us/states/mi/counties/gratiot/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 108
   hispanic: 3171
   bachelors_plus: 7032
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/93"
+    rel: in-district
+    area_weight: 0.6789
+  - to: "us/states/mi/districts/house/92"
+    rel: in-district
+    area_weight: 0.321
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3171 |
 | Bachelor's or higher | 7032 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 100% (state senate)
+- [MI House District 93](/us/states/mi/districts/house/93.md) — 68% (state house)
+- [MI House District 92](/us/states/mi/districts/house/92.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/hillsdale/index.md b/data/jurisdictions/us/states/mi/counties/hillsdale/index.md
index 5e914181fa..d41f3b7467 100644
--- a/data/jurisdictions/us/states/mi/counties/hillsdale/index.md
+++ b/data/jurisdictions/us/states/mi/counties/hillsdale/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 31
   hispanic: 1283
   bachelors_plus: 9268
+districts:
+  - to: "us/states/mi/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mi/districts/senate/16"
+    rel: in-district
+    area_weight: 0.7034
+  - to: "us/states/mi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2964
+  - to: "us/states/mi/districts/house/35"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1283 |
 | Bachelor's or higher | 9268 |
 
+## Districts
+
+- [MI-05](/us/states/mi/districts/05.md) — 100% (congressional)
+- [MI Senate District 16](/us/states/mi/districts/senate/16.md) — 70% (state senate)
+- [MI Senate District 17](/us/states/mi/districts/senate/17.md) — 30% (state senate)
+- [MI House District 35](/us/states/mi/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/houghton/index.md b/data/jurisdictions/us/states/mi/counties/houghton/index.md
index 6a113a9422..394e605002 100644
--- a/data/jurisdictions/us/states/mi/counties/houghton/index.md
+++ b/data/jurisdictions/us/states/mi/counties/houghton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 187
   hispanic: 697
   bachelors_plus: 11806
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.693
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.6923
+  - to: "us/states/mi/districts/house/110"
+    rel: in-district
+    area_weight: 0.6922
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 697 |
 | Bachelor's or higher | 11806 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 69% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 69% (state senate)
+- [MI House District 110](/us/states/mi/districts/house/110.md) — 69% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/huron/index.md b/data/jurisdictions/us/states/mi/counties/huron/index.md
index 0f19feae2f..eee588dea4 100644
--- a/data/jurisdictions/us/states/mi/counties/huron/index.md
+++ b/data/jurisdictions/us/states/mi/counties/huron/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 70
   hispanic: 886
   bachelors_plus: 5677
+districts:
+  - to: "us/states/mi/districts/09"
+    rel: in-district
+    area_weight: 0.3923
+  - to: "us/states/mi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.391
+  - to: "us/states/mi/districts/house/98"
+    rel: in-district
+    area_weight: 0.391
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 886 |
 | Bachelor's or higher | 5677 |
 
+## Districts
+
+- [MI-09](/us/states/mi/districts/09.md) — 39% (congressional)
+- [MI Senate District 25](/us/states/mi/districts/senate/25.md) — 39% (state senate)
+- [MI House District 98](/us/states/mi/districts/house/98.md) — 39% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/ingham/index.md b/data/jurisdictions/us/states/mi/counties/ingham/index.md
index 9f6073e05a..45669b5e1a 100644
--- a/data/jurisdictions/us/states/mi/counties/ingham/index.md
+++ b/data/jurisdictions/us/states/mi/counties/ingham/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1542
   hispanic: 24806
   bachelors_plus: 104349
+districts:
+  - to: "us/states/mi/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/senate/21"
+    rel: in-district
+    area_weight: 0.5474
+  - to: "us/states/mi/districts/senate/28"
+    rel: in-district
+    area_weight: 0.2626
+  - to: "us/states/mi/districts/senate/22"
+    rel: in-district
+    area_weight: 0.19
+  - to: "us/states/mi/districts/house/73"
+    rel: in-district
+    area_weight: 0.7891
+  - to: "us/states/mi/districts/house/75"
+    rel: in-district
+    area_weight: 0.0931
+  - to: "us/states/mi/districts/house/74"
+    rel: in-district
+    area_weight: 0.0873
+  - to: "us/states/mi/districts/house/77"
+    rel: in-district
+    area_weight: 0.0304
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 24806 |
 | Bachelor's or higher | 104349 |
 
+## Districts
+
+- [MI-07](/us/states/mi/districts/07.md) — 100% (congressional)
+- [MI Senate District 21](/us/states/mi/districts/senate/21.md) — 55% (state senate)
+- [MI Senate District 28](/us/states/mi/districts/senate/28.md) — 26% (state senate)
+- [MI Senate District 22](/us/states/mi/districts/senate/22.md) — 19% (state senate)
+- [MI House District 73](/us/states/mi/districts/house/73.md) — 79% (state house)
+- [MI House District 75](/us/states/mi/districts/house/75.md) — 9% (state house)
+- [MI House District 74](/us/states/mi/districts/house/74.md) — 9% (state house)
+- [MI House District 77](/us/states/mi/districts/house/77.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/ionia/index.md b/data/jurisdictions/us/states/mi/counties/ionia/index.md
index f318e69592..36cbf98a2a 100644
--- a/data/jurisdictions/us/states/mi/counties/ionia/index.md
+++ b/data/jurisdictions/us/states/mi/counties/ionia/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 398
   hispanic: 3539
   bachelors_plus: 11128
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.814
+  - to: "us/states/mi/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1859
+  - to: "us/states/mi/districts/house/78"
+    rel: in-district
+    area_weight: 0.748
+  - to: "us/states/mi/districts/house/91"
+    rel: in-district
+    area_weight: 0.1262
+  - to: "us/states/mi/districts/house/93"
+    rel: in-district
+    area_weight: 0.1258
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 3539 |
 | Bachelor's or higher | 11128 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 33](/us/states/mi/districts/senate/33.md) — 81% (state senate)
+- [MI Senate District 18](/us/states/mi/districts/senate/18.md) — 19% (state senate)
+- [MI House District 78](/us/states/mi/districts/house/78.md) — 75% (state house)
+- [MI House District 91](/us/states/mi/districts/house/91.md) — 13% (state house)
+- [MI House District 93](/us/states/mi/districts/house/93.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/iosco/index.md b/data/jurisdictions/us/states/mi/counties/iosco/index.md
index 6624f96f02..844b731867 100644
--- a/data/jurisdictions/us/states/mi/counties/iosco/index.md
+++ b/data/jurisdictions/us/states/mi/counties/iosco/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 62
   hispanic: 719
   bachelors_plus: 5289
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.2994
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 0.2996
+  - to: "us/states/mi/districts/house/99"
+    rel: in-district
+    area_weight: 0.2996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 719 |
 | Bachelor's or higher | 5289 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 30% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 30% (state senate)
+- [MI House District 99](/us/states/mi/districts/house/99.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/iron/index.md b/data/jurisdictions/us/states/mi/counties/iron/index.md
index 103f6aece2..22fbf0957d 100644
--- a/data/jurisdictions/us/states/mi/counties/iron/index.md
+++ b/data/jurisdictions/us/states/mi/counties/iron/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 101
   hispanic: 268
   bachelors_plus: 2675
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mi/districts/house/110"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 268 |
 | Bachelor's or higher | 2675 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 100% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 100% (state senate)
+- [MI House District 110](/us/states/mi/districts/house/110.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/isabella/index.md b/data/jurisdictions/us/states/mi/counties/isabella/index.md
index 626f2c74da..94c0e3ccd9 100644
--- a/data/jurisdictions/us/states/mi/counties/isabella/index.md
+++ b/data/jurisdictions/us/states/mi/counties/isabella/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1934
   hispanic: 3281
   bachelors_plus: 16367
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/92"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3281 |
 | Bachelor's or higher | 16367 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 100% (state senate)
+- [MI House District 92](/us/states/mi/districts/house/92.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/jackson/index.md b/data/jurisdictions/us/states/mi/counties/jackson/index.md
index 079a73424e..e18c935f6f 100644
--- a/data/jurisdictions/us/states/mi/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/mi/counties/jackson/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 495
   hispanic: 6542
   bachelors_plus: 35224
+districts:
+  - to: "us/states/mi/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/senate/14"
+    rel: in-district
+    area_weight: 0.7987
+  - to: "us/states/mi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2013
+  - to: "us/states/mi/districts/house/45"
+    rel: in-district
+    area_weight: 0.5511
+  - to: "us/states/mi/districts/house/47"
+    rel: in-district
+    area_weight: 0.2078
+  - to: "us/states/mi/districts/house/46"
+    rel: in-district
+    area_weight: 0.1724
+  - to: "us/states/mi/districts/house/48"
+    rel: in-district
+    area_weight: 0.0686
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 6542 |
 | Bachelor's or higher | 35224 |
 
+## Districts
+
+- [MI-05](/us/states/mi/districts/05.md) — 100% (congressional)
+- [MI Senate District 14](/us/states/mi/districts/senate/14.md) — 80% (state senate)
+- [MI Senate District 17](/us/states/mi/districts/senate/17.md) — 20% (state senate)
+- [MI House District 45](/us/states/mi/districts/house/45.md) — 55% (state house)
+- [MI House District 47](/us/states/mi/districts/house/47.md) — 21% (state house)
+- [MI House District 46](/us/states/mi/districts/house/46.md) — 17% (state house)
+- [MI House District 48](/us/states/mi/districts/house/48.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/kalamazoo/index.md b/data/jurisdictions/us/states/mi/counties/kalamazoo/index.md
index 33bb42d09d..04bbaaa0f5 100644
--- a/data/jurisdictions/us/states/mi/counties/kalamazoo/index.md
+++ b/data/jurisdictions/us/states/mi/counties/kalamazoo/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 954
   hispanic: 15483
   bachelors_plus: 96419
+districts:
+  - to: "us/states/mi/districts/04"
+    rel: in-district
+    area_weight: 0.7509
+  - to: "us/states/mi/districts/05"
+    rel: in-district
+    area_weight: 0.2491
+  - to: "us/states/mi/districts/senate/19"
+    rel: in-district
+    area_weight: 0.8754
+  - to: "us/states/mi/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1246
+  - to: "us/states/mi/districts/house/42"
+    rel: in-district
+    area_weight: 0.5836
+  - to: "us/states/mi/districts/house/45"
+    rel: in-district
+    area_weight: 0.1858
+  - to: "us/states/mi/districts/house/40"
+    rel: in-district
+    area_weight: 0.1735
+  - to: "us/states/mi/districts/house/41"
+    rel: in-district
+    area_weight: 0.0571
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 15483 |
 | Bachelor's or higher | 96419 |
 
+## Districts
+
+- [MI-04](/us/states/mi/districts/04.md) — 75% (congressional)
+- [MI-05](/us/states/mi/districts/05.md) — 25% (congressional)
+- [MI Senate District 19](/us/states/mi/districts/senate/19.md) — 88% (state senate)
+- [MI Senate District 18](/us/states/mi/districts/senate/18.md) — 12% (state senate)
+- [MI House District 42](/us/states/mi/districts/house/42.md) — 58% (state house)
+- [MI House District 45](/us/states/mi/districts/house/45.md) — 19% (state house)
+- [MI House District 40](/us/states/mi/districts/house/40.md) — 17% (state house)
+- [MI House District 41](/us/states/mi/districts/house/41.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/kalkaska/index.md b/data/jurisdictions/us/states/mi/counties/kalkaska/index.md
index 10dea83299..da63624ae5 100644
--- a/data/jurisdictions/us/states/mi/counties/kalkaska/index.md
+++ b/data/jurisdictions/us/states/mi/counties/kalkaska/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 38
   hispanic: 417
   bachelors_plus: 3473
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mi/districts/house/104"
+    rel: in-district
+    area_weight: 0.5612
+  - to: "us/states/mi/districts/house/105"
+    rel: in-district
+    area_weight: 0.4388
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 417 |
 | Bachelor's or higher | 3473 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 100% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 100% (state senate)
+- [MI House District 104](/us/states/mi/districts/house/104.md) — 56% (state house)
+- [MI House District 105](/us/states/mi/districts/house/105.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/kent/index.md b/data/jurisdictions/us/states/mi/counties/kent/index.md
index d16337e37f..158b158116 100644
--- a/data/jurisdictions/us/states/mi/counties/kent/index.md
+++ b/data/jurisdictions/us/states/mi/counties/kent/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 3249
   hispanic: 77304
   bachelors_plus: 247265
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.5418
+  - to: "us/states/mi/districts/03"
+    rel: in-district
+    area_weight: 0.4582
+  - to: "us/states/mi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.4197
+  - to: "us/states/mi/districts/senate/30"
+    rel: in-district
+    area_weight: 0.2455
+  - to: "us/states/mi/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1642
+  - to: "us/states/mi/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0886
+  - to: "us/states/mi/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0821
+  - to: "us/states/mi/districts/house/90"
+    rel: in-district
+    area_weight: 0.3475
+  - to: "us/states/mi/districts/house/91"
+    rel: in-district
+    area_weight: 0.1696
+  - to: "us/states/mi/districts/house/79"
+    rel: in-district
+    area_weight: 0.1215
+  - to: "us/states/mi/districts/house/81"
+    rel: in-district
+    area_weight: 0.0884
+  - to: "us/states/mi/districts/house/78"
+    rel: in-district
+    area_weight: 0.0829
+  - to: "us/states/mi/districts/house/80"
+    rel: in-district
+    area_weight: 0.0717
+  - to: "us/states/mi/districts/house/84"
+    rel: in-district
+    area_weight: 0.0532
+  - to: "us/states/mi/districts/house/83"
+    rel: in-district
+    area_weight: 0.0315
+  - to: "us/states/mi/districts/house/82"
+    rel: in-district
+    area_weight: 0.0194
+  - to: "us/states/mi/districts/house/89"
+    rel: in-district
+    area_weight: 0.0144
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 77304 |
 | Bachelor's or higher | 247265 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 54% (congressional)
+- [MI-03](/us/states/mi/districts/03.md) — 46% (congressional)
+- [MI Senate District 33](/us/states/mi/districts/senate/33.md) — 42% (state senate)
+- [MI Senate District 30](/us/states/mi/districts/senate/30.md) — 25% (state senate)
+- [MI Senate District 18](/us/states/mi/districts/senate/18.md) — 16% (state senate)
+- [MI Senate District 29](/us/states/mi/districts/senate/29.md) — 9% (state senate)
+- [MI Senate District 20](/us/states/mi/districts/senate/20.md) — 8% (state senate)
+- [MI House District 90](/us/states/mi/districts/house/90.md) — 35% (state house)
+- [MI House District 91](/us/states/mi/districts/house/91.md) — 17% (state house)
+- [MI House District 79](/us/states/mi/districts/house/79.md) — 12% (state house)
+- [MI House District 81](/us/states/mi/districts/house/81.md) — 9% (state house)
+- [MI House District 78](/us/states/mi/districts/house/78.md) — 8% (state house)
+- [MI House District 80](/us/states/mi/districts/house/80.md) — 7% (state house)
+- [MI House District 84](/us/states/mi/districts/house/84.md) — 5% (state house)
+- [MI House District 83](/us/states/mi/districts/house/83.md) — 3% (state house)
+- [MI House District 82](/us/states/mi/districts/house/82.md) — 2% (state house)
+- [MI House District 89](/us/states/mi/districts/house/89.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/keweenaw/index.md b/data/jurisdictions/us/states/mi/counties/keweenaw/index.md
index 6edc2e1377..59eeec7680 100644
--- a/data/jurisdictions/us/states/mi/counties/keweenaw/index.md
+++ b/data/jurisdictions/us/states/mi/counties/keweenaw/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 42
   bachelors_plus: 1044
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.0985
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.0981
+  - to: "us/states/mi/districts/house/110"
+    rel: in-district
+    area_weight: 0.0981
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 42 |
 | Bachelor's or higher | 1044 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 10% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 10% (state senate)
+- [MI House District 110](/us/states/mi/districts/house/110.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/lake/index.md b/data/jurisdictions/us/states/mi/counties/lake/index.md
index d0f892b1b3..21478b02b1 100644
--- a/data/jurisdictions/us/states/mi/counties/lake/index.md
+++ b/data/jurisdictions/us/states/mi/counties/lake/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 147
   hispanic: 1163
   bachelors_plus: 1580
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.6265
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 0.3734
+  - to: "us/states/mi/districts/house/101"
+    rel: in-district
+    area_weight: 0.7502
+  - to: "us/states/mi/districts/house/100"
+    rel: in-district
+    area_weight: 0.2497
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1163 |
 | Bachelor's or higher | 1580 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 33](/us/states/mi/districts/senate/33.md) — 63% (state senate)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 37% (state senate)
+- [MI House District 101](/us/states/mi/districts/house/101.md) — 75% (state house)
+- [MI House District 100](/us/states/mi/districts/house/100.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/lapeer/index.md b/data/jurisdictions/us/states/mi/counties/lapeer/index.md
index bc666a08b8..60d04c76ee 100644
--- a/data/jurisdictions/us/states/mi/counties/lapeer/index.md
+++ b/data/jurisdictions/us/states/mi/counties/lapeer/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 330
   hispanic: 4476
   bachelors_plus: 17419
+districts:
+  - to: "us/states/mi/districts/09"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/senate/26"
+    rel: in-district
+    area_weight: 0.7824
+  - to: "us/states/mi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.2174
+  - to: "us/states/mi/districts/house/67"
+    rel: in-district
+    area_weight: 0.4283
+  - to: "us/states/mi/districts/house/65"
+    rel: in-district
+    area_weight: 0.4094
+  - to: "us/states/mi/districts/house/98"
+    rel: in-district
+    area_weight: 0.1623
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 4476 |
 | Bachelor's or higher | 17419 |
 
+## Districts
+
+- [MI-09](/us/states/mi/districts/09.md) — 100% (congressional)
+- [MI Senate District 26](/us/states/mi/districts/senate/26.md) — 78% (state senate)
+- [MI Senate District 24](/us/states/mi/districts/senate/24.md) — 22% (state senate)
+- [MI House District 67](/us/states/mi/districts/house/67.md) — 43% (state house)
+- [MI House District 65](/us/states/mi/districts/house/65.md) — 41% (state house)
+- [MI House District 98](/us/states/mi/districts/house/98.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/leelanau/index.md b/data/jurisdictions/us/states/mi/counties/leelanau/index.md
index 62cc16cf26..06f135f2bc 100644
--- a/data/jurisdictions/us/states/mi/counties/leelanau/index.md
+++ b/data/jurisdictions/us/states/mi/counties/leelanau/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 596
   hispanic: 982
   bachelors_plus: 13202
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.148
+  - to: "us/states/mi/districts/senate/37"
+    rel: in-district
+    area_weight: 0.148
+  - to: "us/states/mi/districts/house/103"
+    rel: in-district
+    area_weight: 0.148
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 982 |
 | Bachelor's or higher | 13202 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 15% (congressional)
+- [MI Senate District 37](/us/states/mi/districts/senate/37.md) — 15% (state senate)
+- [MI House District 103](/us/states/mi/districts/house/103.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/lenawee/index.md b/data/jurisdictions/us/states/mi/counties/lenawee/index.md
index c2cdc81bc3..8af7f87317 100644
--- a/data/jurisdictions/us/states/mi/counties/lenawee/index.md
+++ b/data/jurisdictions/us/states/mi/counties/lenawee/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 259
   hispanic: 8797
   bachelors_plus: 21196
+districts:
+  - to: "us/states/mi/districts/05"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mi/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9084
+  - to: "us/states/mi/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0914
+  - to: "us/states/mi/districts/house/34"
+    rel: in-district
+    area_weight: 0.8714
+  - to: "us/states/mi/districts/house/30"
+    rel: in-district
+    area_weight: 0.0825
+  - to: "us/states/mi/districts/house/31"
+    rel: in-district
+    area_weight: 0.043
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 8797 |
 | Bachelor's or higher | 21196 |
 
+## Districts
+
+- [MI-05](/us/states/mi/districts/05.md) — 100% (congressional)
+- [MI Senate District 16](/us/states/mi/districts/senate/16.md) — 91% (state senate)
+- [MI Senate District 15](/us/states/mi/districts/senate/15.md) — 9% (state senate)
+- [MI House District 34](/us/states/mi/districts/house/34.md) — 87% (state house)
+- [MI House District 30](/us/states/mi/districts/house/30.md) — 8% (state house)
+- [MI House District 31](/us/states/mi/districts/house/31.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/livingston/index.md b/data/jurisdictions/us/states/mi/counties/livingston/index.md
index 9ff1cfa31b..5413aacc03 100644
--- a/data/jurisdictions/us/states/mi/counties/livingston/index.md
+++ b/data/jurisdictions/us/states/mi/counties/livingston/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 438
   hispanic: 5783
   bachelors_plus: 75802
+districts:
+  - to: "us/states/mi/districts/07"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mi/districts/senate/22"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/50"
+    rel: in-district
+    area_weight: 0.6912
+  - to: "us/states/mi/districts/house/48"
+    rel: in-district
+    area_weight: 0.1333
+  - to: "us/states/mi/districts/house/49"
+    rel: in-district
+    area_weight: 0.1283
+  - to: "us/states/mi/districts/house/72"
+    rel: in-district
+    area_weight: 0.0471
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 5783 |
 | Bachelor's or higher | 75802 |
 
+## Districts
+
+- [MI-07](/us/states/mi/districts/07.md) — 100% (congressional)
+- [MI Senate District 22](/us/states/mi/districts/senate/22.md) — 100% (state senate)
+- [MI House District 50](/us/states/mi/districts/house/50.md) — 69% (state house)
+- [MI House District 48](/us/states/mi/districts/house/48.md) — 13% (state house)
+- [MI House District 49](/us/states/mi/districts/house/49.md) — 13% (state house)
+- [MI House District 72](/us/states/mi/districts/house/72.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/luce/index.md b/data/jurisdictions/us/states/mi/counties/luce/index.md
index ff96c5c8d6..eb7ab28ef5 100644
--- a/data/jurisdictions/us/states/mi/counties/luce/index.md
+++ b/data/jurisdictions/us/states/mi/counties/luce/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 433
   hispanic: 124
   bachelors_plus: 1198
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.4824
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.4824
+  - to: "us/states/mi/districts/house/108"
+    rel: in-district
+    area_weight: 0.4824
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 124 |
 | Bachelor's or higher | 1198 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 48% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 48% (state senate)
+- [MI House District 108](/us/states/mi/districts/house/108.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/mackinac/index.md b/data/jurisdictions/us/states/mi/counties/mackinac/index.md
index aa7fccf053..9034e755ed 100644
--- a/data/jurisdictions/us/states/mi/counties/mackinac/index.md
+++ b/data/jurisdictions/us/states/mi/counties/mackinac/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1502
   hispanic: 247
   bachelors_plus: 2978
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.5199
+  - to: "us/states/mi/districts/senate/37"
+    rel: in-district
+    area_weight: 0.2672
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.2451
+  - to: "us/states/mi/districts/house/107"
+    rel: in-district
+    area_weight: 0.2672
+  - to: "us/states/mi/districts/house/108"
+    rel: in-district
+    area_weight: 0.2452
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 247 |
 | Bachelor's or higher | 2978 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 52% (congressional)
+- [MI Senate District 37](/us/states/mi/districts/senate/37.md) — 27% (state senate)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 25% (state senate)
+- [MI House District 107](/us/states/mi/districts/house/107.md) — 27% (state house)
+- [MI House District 108](/us/states/mi/districts/house/108.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/macomb/index.md b/data/jurisdictions/us/states/mi/counties/macomb/index.md
index 3f8b371fae..2f9364b70d 100644
--- a/data/jurisdictions/us/states/mi/counties/macomb/index.md
+++ b/data/jurisdictions/us/states/mi/counties/macomb/index.md
@@ -22,9 +22,78 @@ demographics:
   race_native: 1898
   hispanic: 27877
   bachelors_plus: 235234
+districts:
+  - to: "us/states/mi/districts/09"
+    rel: in-district
+    area_weight: 0.5105
+  - to: "us/states/mi/districts/10"
+    rel: in-district
+    area_weight: 0.3374
+  - to: "us/states/mi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.2787
+  - to: "us/states/mi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.2042
+  - to: "us/states/mi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1239
+  - to: "us/states/mi/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1074
+  - to: "us/states/mi/districts/senate/10"
+    rel: in-district
+    area_weight: 0.071
+  - to: "us/states/mi/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0406
+  - to: "us/states/mi/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0225
+  - to: "us/states/mi/districts/house/65"
+    rel: in-district
+    area_weight: 0.2684
+  - to: "us/states/mi/districts/house/66"
+    rel: in-district
+    area_weight: 0.1299
+  - to: "us/states/mi/districts/house/59"
+    rel: in-district
+    area_weight: 0.0709
+  - to: "us/states/mi/districts/house/62"
+    rel: in-district
+    area_weight: 0.0589
+  - to: "us/states/mi/districts/house/60"
+    rel: in-district
+    area_weight: 0.0576
+  - to: "us/states/mi/districts/house/63"
+    rel: in-district
+    area_weight: 0.0502
+  - to: "us/states/mi/districts/house/61"
+    rel: in-district
+    area_weight: 0.047
+  - to: "us/states/mi/districts/house/58"
+    rel: in-district
+    area_weight: 0.0439
+  - to: "us/states/mi/districts/house/57"
+    rel: in-district
+    area_weight: 0.0324
+  - to: "us/states/mi/districts/house/13"
+    rel: in-district
+    area_weight: 0.032
+  - to: "us/states/mi/districts/house/14"
+    rel: in-district
+    area_weight: 0.0211
+  - to: "us/states/mi/districts/house/12"
+    rel: in-district
+    area_weight: 0.0189
+  - to: "us/states/mi/districts/house/11"
+    rel: in-district
+    area_weight: 0.017
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +125,32 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 27877 |
 | Bachelor's or higher | 235234 |
 
+## Districts
+
+- [MI-09](/us/states/mi/districts/09.md) — 51% (congressional)
+- [MI-10](/us/states/mi/districts/10.md) — 34% (congressional)
+- [MI Senate District 24](/us/states/mi/districts/senate/24.md) — 28% (state senate)
+- [MI Senate District 25](/us/states/mi/districts/senate/25.md) — 20% (state senate)
+- [MI Senate District 12](/us/states/mi/districts/senate/12.md) — 12% (state senate)
+- [MI Senate District 11](/us/states/mi/districts/senate/11.md) — 11% (state senate)
+- [MI Senate District 10](/us/states/mi/districts/senate/10.md) — 7% (state senate)
+- [MI Senate District 9](/us/states/mi/districts/senate/9.md) — 4% (state senate)
+- [MI Senate District 3](/us/states/mi/districts/senate/3.md) — 2% (state senate)
+- [MI House District 65](/us/states/mi/districts/house/65.md) — 27% (state house)
+- [MI House District 66](/us/states/mi/districts/house/66.md) — 13% (state house)
+- [MI House District 59](/us/states/mi/districts/house/59.md) — 7% (state house)
+- [MI House District 62](/us/states/mi/districts/house/62.md) — 6% (state house)
+- [MI House District 60](/us/states/mi/districts/house/60.md) — 6% (state house)
+- [MI House District 63](/us/states/mi/districts/house/63.md) — 5% (state house)
+- [MI House District 61](/us/states/mi/districts/house/61.md) — 5% (state house)
+- [MI House District 58](/us/states/mi/districts/house/58.md) — 4% (state house)
+- [MI House District 57](/us/states/mi/districts/house/57.md) — 3% (state house)
+- [MI House District 13](/us/states/mi/districts/house/13.md) — 3% (state house)
+- [MI House District 14](/us/states/mi/districts/house/14.md) — 2% (state house)
+- [MI House District 12](/us/states/mi/districts/house/12.md) — 2% (state house)
+- [MI House District 11](/us/states/mi/districts/house/11.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/manistee/index.md b/data/jurisdictions/us/states/mi/counties/manistee/index.md
index cb60249709..505d478b7b 100644
--- a/data/jurisdictions/us/states/mi/counties/manistee/index.md
+++ b/data/jurisdictions/us/states/mi/counties/manistee/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 324
   hispanic: 904
   bachelors_plus: 6473
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.4353
+  - to: "us/states/mi/districts/senate/32"
+    rel: in-district
+    area_weight: 0.239
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 0.1963
+  - to: "us/states/mi/districts/house/104"
+    rel: in-district
+    area_weight: 0.3119
+  - to: "us/states/mi/districts/house/102"
+    rel: in-district
+    area_weight: 0.1234
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 904 |
 | Bachelor's or higher | 6473 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 44% (congressional)
+- [MI Senate District 32](/us/states/mi/districts/senate/32.md) — 24% (state senate)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 20% (state senate)
+- [MI House District 104](/us/states/mi/districts/house/104.md) — 31% (state house)
+- [MI House District 102](/us/states/mi/districts/house/102.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/marquette/index.md b/data/jurisdictions/us/states/mi/counties/marquette/index.md
index 329c85a9a6..57ff4428d4 100644
--- a/data/jurisdictions/us/states/mi/counties/marquette/index.md
+++ b/data/jurisdictions/us/states/mi/counties/marquette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 708
   hispanic: 1414
   bachelors_plus: 21890
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.5443
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.5439
+  - to: "us/states/mi/districts/house/109"
+    rel: in-district
+    area_weight: 0.5438
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1414 |
 | Bachelor's or higher | 21890 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 54% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 54% (state senate)
+- [MI House District 109](/us/states/mi/districts/house/109.md) — 54% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/mason/index.md b/data/jurisdictions/us/states/mi/counties/mason/index.md
index e38ee19bf0..5508a46417 100644
--- a/data/jurisdictions/us/states/mi/counties/mason/index.md
+++ b/data/jurisdictions/us/states/mi/counties/mason/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 140
   hispanic: 1420
   bachelors_plus: 7971
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.4105
+  - to: "us/states/mi/districts/senate/32"
+    rel: in-district
+    area_weight: 0.4107
+  - to: "us/states/mi/districts/house/102"
+    rel: in-district
+    area_weight: 0.2935
+  - to: "us/states/mi/districts/house/101"
+    rel: in-district
+    area_weight: 0.1172
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1420 |
 | Bachelor's or higher | 7971 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 41% (congressional)
+- [MI Senate District 32](/us/states/mi/districts/senate/32.md) — 41% (state senate)
+- [MI House District 102](/us/states/mi/districts/house/102.md) — 29% (state house)
+- [MI House District 101](/us/states/mi/districts/house/101.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/mecosta/index.md b/data/jurisdictions/us/states/mi/counties/mecosta/index.md
index 05815802b2..8606132be3 100644
--- a/data/jurisdictions/us/states/mi/counties/mecosta/index.md
+++ b/data/jurisdictions/us/states/mi/counties/mecosta/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 212
   hispanic: 1217
   bachelors_plus: 8175
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/house/100"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1217 |
 | Bachelor's or higher | 8175 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 100% (state senate)
+- [MI House District 100](/us/states/mi/districts/house/100.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/menominee/index.md b/data/jurisdictions/us/states/mi/counties/menominee/index.md
index 1261045055..338fc75049 100644
--- a/data/jurisdictions/us/states/mi/counties/menominee/index.md
+++ b/data/jurisdictions/us/states/mi/counties/menominee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 484
   hispanic: 564
   bachelors_plus: 4222
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.7842
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.7866
+  - to: "us/states/mi/districts/house/108"
+    rel: in-district
+    area_weight: 0.7866
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 564 |
 | Bachelor's or higher | 4222 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 78% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 79% (state senate)
+- [MI House District 108](/us/states/mi/districts/house/108.md) — 79% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/midland/index.md b/data/jurisdictions/us/states/mi/counties/midland/index.md
index eb4b5fffd8..02e59969d8 100644
--- a/data/jurisdictions/us/states/mi/counties/midland/index.md
+++ b/data/jurisdictions/us/states/mi/counties/midland/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 159
   hispanic: 2882
   bachelors_plus: 30699
+districts:
+  - to: "us/states/mi/districts/08"
+    rel: in-district
+    area_weight: 0.6582
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.3418
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 0.6575
+  - to: "us/states/mi/districts/senate/35"
+    rel: in-district
+    area_weight: 0.3425
+  - to: "us/states/mi/districts/house/95"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2882 |
 | Bachelor's or higher | 30699 |
 
+## Districts
+
+- [MI-08](/us/states/mi/districts/08.md) — 66% (congressional)
+- [MI-02](/us/states/mi/districts/02.md) — 34% (congressional)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 66% (state senate)
+- [MI Senate District 35](/us/states/mi/districts/senate/35.md) — 34% (state senate)
+- [MI House District 95](/us/states/mi/districts/house/95.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/missaukee/index.md b/data/jurisdictions/us/states/mi/counties/missaukee/index.md
index 888dce05da..4f4120ad28 100644
--- a/data/jurisdictions/us/states/mi/counties/missaukee/index.md
+++ b/data/jurisdictions/us/states/mi/counties/missaukee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 27
   hispanic: 521
   bachelors_plus: 2688
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/105"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 521 |
 | Bachelor's or higher | 2688 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 100% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 100% (state senate)
+- [MI House District 105](/us/states/mi/districts/house/105.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/monroe/index.md b/data/jurisdictions/us/states/mi/counties/monroe/index.md
index 264d71ab19..3ece9f716b 100644
--- a/data/jurisdictions/us/states/mi/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/mi/counties/monroe/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 165
   hispanic: 6830
   bachelors_plus: 35326
+districts:
+  - to: "us/states/mi/districts/05"
+    rel: in-district
+    area_weight: 0.8253
+  - to: "us/states/mi/districts/senate/16"
+    rel: in-district
+    area_weight: 0.8191
+  - to: "us/states/mi/districts/house/30"
+    rel: in-district
+    area_weight: 0.3604
+  - to: "us/states/mi/districts/house/31"
+    rel: in-district
+    area_weight: 0.3035
+  - to: "us/states/mi/districts/house/29"
+    rel: in-district
+    area_weight: 0.0816
+  - to: "us/states/mi/districts/house/28"
+    rel: in-district
+    area_weight: 0.0773
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 6830 |
 | Bachelor's or higher | 35326 |
 
+## Districts
+
+- [MI-05](/us/states/mi/districts/05.md) — 83% (congressional)
+- [MI Senate District 16](/us/states/mi/districts/senate/16.md) — 82% (state senate)
+- [MI House District 30](/us/states/mi/districts/house/30.md) — 36% (state house)
+- [MI House District 31](/us/states/mi/districts/house/31.md) — 30% (state house)
+- [MI House District 29](/us/states/mi/districts/house/29.md) — 8% (state house)
+- [MI House District 28](/us/states/mi/districts/house/28.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/montcalm/index.md b/data/jurisdictions/us/states/mi/counties/montcalm/index.md
index 2b2341f14d..736a3f299c 100644
--- a/data/jurisdictions/us/states/mi/counties/montcalm/index.md
+++ b/data/jurisdictions/us/states/mi/counties/montcalm/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 165
   hispanic: 3033
   bachelors_plus: 10178
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/house/91"
+    rel: in-district
+    area_weight: 0.8504
+  - to: "us/states/mi/districts/house/93"
+    rel: in-district
+    area_weight: 0.1496
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3033 |
 | Bachelor's or higher | 10178 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 33](/us/states/mi/districts/senate/33.md) — 100% (state senate)
+- [MI House District 91](/us/states/mi/districts/house/91.md) — 85% (state house)
+- [MI House District 93](/us/states/mi/districts/house/93.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/montmorency/index.md b/data/jurisdictions/us/states/mi/counties/montmorency/index.md
index 3007b78be1..0797e6db4f 100644
--- a/data/jurisdictions/us/states/mi/counties/montmorency/index.md
+++ b/data/jurisdictions/us/states/mi/counties/montmorency/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 53
   hispanic: 165
   bachelors_plus: 1593
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/106"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 165 |
 | Bachelor's or higher | 1593 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 100% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 100% (state senate)
+- [MI House District 106](/us/states/mi/districts/house/106.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/muskegon/index.md b/data/jurisdictions/us/states/mi/counties/muskegon/index.md
index 12611bb95e..d27d847399 100644
--- a/data/jurisdictions/us/states/mi/counties/muskegon/index.md
+++ b/data/jurisdictions/us/states/mi/counties/muskegon/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 920
   hispanic: 11010
   bachelors_plus: 33991
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.2593
+  - to: "us/states/mi/districts/03"
+    rel: in-district
+    area_weight: 0.102
+  - to: "us/states/mi/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2868
+  - to: "us/states/mi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0743
+  - to: "us/states/mi/districts/house/102"
+    rel: in-district
+    area_weight: 0.1412
+  - to: "us/states/mi/districts/house/89"
+    rel: in-district
+    area_weight: 0.1361
+  - to: "us/states/mi/districts/house/87"
+    rel: in-district
+    area_weight: 0.0678
+  - to: "us/states/mi/districts/house/88"
+    rel: in-district
+    area_weight: 0.0161
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11010 |
 | Bachelor's or higher | 33991 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 26% (congressional)
+- [MI-03](/us/states/mi/districts/03.md) — 10% (congressional)
+- [MI Senate District 32](/us/states/mi/districts/senate/32.md) — 29% (state senate)
+- [MI Senate District 33](/us/states/mi/districts/senate/33.md) — 7% (state senate)
+- [MI House District 102](/us/states/mi/districts/house/102.md) — 14% (state house)
+- [MI House District 89](/us/states/mi/districts/house/89.md) — 14% (state house)
+- [MI House District 87](/us/states/mi/districts/house/87.md) — 7% (state house)
+- [MI House District 88](/us/states/mi/districts/house/88.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/newaygo/index.md b/data/jurisdictions/us/states/mi/counties/newaygo/index.md
index 75a3fa4894..09b82acdad 100644
--- a/data/jurisdictions/us/states/mi/counties/newaygo/index.md
+++ b/data/jurisdictions/us/states/mi/counties/newaygo/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 165
   hispanic: 3175
   bachelors_plus: 8634
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/house/101"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3175 |
 | Bachelor's or higher | 8634 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 33](/us/states/mi/districts/senate/33.md) — 100% (state senate)
+- [MI House District 101](/us/states/mi/districts/house/101.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/oakland/index.md b/data/jurisdictions/us/states/mi/counties/oakland/index.md
index 573a2a96cd..0619a5d37e 100644
--- a/data/jurisdictions/us/states/mi/counties/oakland/index.md
+++ b/data/jurisdictions/us/states/mi/counties/oakland/index.md
@@ -22,9 +22,114 @@ demographics:
   race_native: 2045
   hispanic: 64409
   bachelors_plus: 674250
+districts:
+  - to: "us/states/mi/districts/09"
+    rel: in-district
+    area_weight: 0.4479
+  - to: "us/states/mi/districts/11"
+    rel: in-district
+    area_weight: 0.3707
+  - to: "us/states/mi/districts/07"
+    rel: in-district
+    area_weight: 0.0706
+  - to: "us/states/mi/districts/10"
+    rel: in-district
+    area_weight: 0.0405
+  - to: "us/states/mi/districts/12"
+    rel: in-district
+    area_weight: 0.0394
+  - to: "us/states/mi/districts/06"
+    rel: in-district
+    area_weight: 0.0308
+  - to: "us/states/mi/districts/senate/23"
+    rel: in-district
+    area_weight: 0.3403
+  - to: "us/states/mi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.2298
+  - to: "us/states/mi/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1202
+  - to: "us/states/mi/districts/senate/13"
+    rel: in-district
+    area_weight: 0.1052
+  - to: "us/states/mi/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0903
+  - to: "us/states/mi/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0403
+  - to: "us/states/mi/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0362
+  - to: "us/states/mi/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0248
+  - to: "us/states/mi/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0129
+  - to: "us/states/mi/districts/house/51"
+    rel: in-district
+    area_weight: 0.1518
+  - to: "us/states/mi/districts/house/66"
+    rel: in-district
+    area_weight: 0.1491
+  - to: "us/states/mi/districts/house/52"
+    rel: in-district
+    area_weight: 0.0919
+  - to: "us/states/mi/districts/house/72"
+    rel: in-district
+    area_weight: 0.0801
+  - to: "us/states/mi/districts/house/54"
+    rel: in-district
+    area_weight: 0.0767
+  - to: "us/states/mi/districts/house/21"
+    rel: in-district
+    area_weight: 0.0568
+  - to: "us/states/mi/districts/house/20"
+    rel: in-district
+    area_weight: 0.0567
+  - to: "us/states/mi/districts/house/55"
+    rel: in-district
+    area_weight: 0.0464
+  - to: "us/states/mi/districts/house/19"
+    rel: in-district
+    area_weight: 0.0423
+  - to: "us/states/mi/districts/house/53"
+    rel: in-district
+    area_weight: 0.0423
+  - to: "us/states/mi/districts/house/68"
+    rel: in-district
+    area_weight: 0.0399
+  - to: "us/states/mi/districts/house/18"
+    rel: in-district
+    area_weight: 0.0369
+  - to: "us/states/mi/districts/house/56"
+    rel: in-district
+    area_weight: 0.0356
+  - to: "us/states/mi/districts/house/49"
+    rel: in-district
+    area_weight: 0.0336
+  - to: "us/states/mi/districts/house/6"
+    rel: in-district
+    area_weight: 0.0208
+  - to: "us/states/mi/districts/house/57"
+    rel: in-district
+    area_weight: 0.01
+  - to: "us/states/mi/districts/house/14"
+    rel: in-district
+    area_weight: 0.0098
+  - to: "us/states/mi/districts/house/23"
+    rel: in-district
+    area_weight: 0.0084
+  - to: "us/states/mi/districts/house/5"
+    rel: in-district
+    area_weight: 0.006
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +161,44 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 64409 |
 | Bachelor's or higher | 674250 |
 
+## Districts
+
+- [MI-09](/us/states/mi/districts/09.md) — 45% (congressional)
+- [MI-11](/us/states/mi/districts/11.md) — 37% (congressional)
+- [MI-07](/us/states/mi/districts/07.md) — 7% (congressional)
+- [MI-10](/us/states/mi/districts/10.md) — 4% (congressional)
+- [MI-12](/us/states/mi/districts/12.md) — 4% (congressional)
+- [MI-06](/us/states/mi/districts/06.md) — 3% (congressional)
+- [MI Senate District 23](/us/states/mi/districts/senate/23.md) — 34% (state senate)
+- [MI Senate District 24](/us/states/mi/districts/senate/24.md) — 23% (state senate)
+- [MI Senate District 7](/us/states/mi/districts/senate/7.md) — 12% (state senate)
+- [MI Senate District 13](/us/states/mi/districts/senate/13.md) — 11% (state senate)
+- [MI Senate District 9](/us/states/mi/districts/senate/9.md) — 9% (state senate)
+- [MI Senate District 22](/us/states/mi/districts/senate/22.md) — 4% (state senate)
+- [MI Senate District 8](/us/states/mi/districts/senate/8.md) — 4% (state senate)
+- [MI Senate District 6](/us/states/mi/districts/senate/6.md) — 2% (state senate)
+- [MI Senate District 3](/us/states/mi/districts/senate/3.md) — 1% (state senate)
+- [MI House District 51](/us/states/mi/districts/house/51.md) — 15% (state house)
+- [MI House District 66](/us/states/mi/districts/house/66.md) — 15% (state house)
+- [MI House District 52](/us/states/mi/districts/house/52.md) — 9% (state house)
+- [MI House District 72](/us/states/mi/districts/house/72.md) — 8% (state house)
+- [MI House District 54](/us/states/mi/districts/house/54.md) — 8% (state house)
+- [MI House District 21](/us/states/mi/districts/house/21.md) — 6% (state house)
+- [MI House District 20](/us/states/mi/districts/house/20.md) — 6% (state house)
+- [MI House District 55](/us/states/mi/districts/house/55.md) — 5% (state house)
+- [MI House District 19](/us/states/mi/districts/house/19.md) — 4% (state house)
+- [MI House District 53](/us/states/mi/districts/house/53.md) — 4% (state house)
+- [MI House District 68](/us/states/mi/districts/house/68.md) — 4% (state house)
+- [MI House District 18](/us/states/mi/districts/house/18.md) — 4% (state house)
+- [MI House District 56](/us/states/mi/districts/house/56.md) — 4% (state house)
+- [MI House District 49](/us/states/mi/districts/house/49.md) — 3% (state house)
+- [MI House District 6](/us/states/mi/districts/house/6.md) — 2% (state house)
+- [MI House District 57](/us/states/mi/districts/house/57.md) — 1% (state house)
+- [MI House District 14](/us/states/mi/districts/house/14.md) — 1% (state house)
+- [MI House District 23](/us/states/mi/districts/house/23.md) — 1% (state house)
+- [MI House District 5](/us/states/mi/districts/house/5.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/oceana/index.md b/data/jurisdictions/us/states/mi/counties/oceana/index.md
index 99f984cf28..13c0c41d22 100644
--- a/data/jurisdictions/us/states/mi/counties/oceana/index.md
+++ b/data/jurisdictions/us/states/mi/counties/oceana/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 178
   hispanic: 4181
   bachelors_plus: 5631
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.4182
+  - to: "us/states/mi/districts/senate/32"
+    rel: in-district
+    area_weight: 0.418
+  - to: "us/states/mi/districts/house/102"
+    rel: in-district
+    area_weight: 0.363
+  - to: "us/states/mi/districts/house/101"
+    rel: in-district
+    area_weight: 0.0551
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4181 |
 | Bachelor's or higher | 5631 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 42% (congressional)
+- [MI Senate District 32](/us/states/mi/districts/senate/32.md) — 42% (state senate)
+- [MI House District 102](/us/states/mi/districts/house/102.md) — 36% (state house)
+- [MI House District 101](/us/states/mi/districts/house/101.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/ogemaw/index.md b/data/jurisdictions/us/states/mi/counties/ogemaw/index.md
index 4090c93496..4f9c350d3e 100644
--- a/data/jurisdictions/us/states/mi/counties/ogemaw/index.md
+++ b/data/jurisdictions/us/states/mi/counties/ogemaw/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 470
   bachelors_plus: 3669
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/99"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 470 |
 | Bachelor's or higher | 3669 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 100% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 100% (state senate)
+- [MI House District 99](/us/states/mi/districts/house/99.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/ontonagon/index.md b/data/jurisdictions/us/states/mi/counties/ontonagon/index.md
index 09199d5282..483afa491e 100644
--- a/data/jurisdictions/us/states/mi/counties/ontonagon/index.md
+++ b/data/jurisdictions/us/states/mi/counties/ontonagon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 28
   hispanic: 105
   bachelors_plus: 1221
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.3528
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.3526
+  - to: "us/states/mi/districts/house/110"
+    rel: in-district
+    area_weight: 0.3526
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 105 |
 | Bachelor's or higher | 1221 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 35% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 35% (state senate)
+- [MI House District 110](/us/states/mi/districts/house/110.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/osceola/index.md b/data/jurisdictions/us/states/mi/counties/osceola/index.md
index 02a80da942..bbf3573034 100644
--- a/data/jurisdictions/us/states/mi/counties/osceola/index.md
+++ b/data/jurisdictions/us/states/mi/counties/osceola/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 65
   hispanic: 494
   bachelors_plus: 3632
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/100"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 494 |
 | Bachelor's or higher | 3632 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 100% (congressional)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 100% (state senate)
+- [MI House District 100](/us/states/mi/districts/house/100.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/oscoda/index.md b/data/jurisdictions/us/states/mi/counties/oscoda/index.md
index 1503105c05..c15511d8a3 100644
--- a/data/jurisdictions/us/states/mi/counties/oscoda/index.md
+++ b/data/jurisdictions/us/states/mi/counties/oscoda/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 32
   hispanic: 177
   bachelors_plus: 1267
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/106"
+    rel: in-district
+    area_weight: 0.5009
+  - to: "us/states/mi/districts/house/105"
+    rel: in-district
+    area_weight: 0.4989
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 177 |
 | Bachelor's or higher | 1267 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 100% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 100% (state senate)
+- [MI House District 106](/us/states/mi/districts/house/106.md) — 50% (state house)
+- [MI House District 105](/us/states/mi/districts/house/105.md) — 50% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/otsego/index.md b/data/jurisdictions/us/states/mi/counties/otsego/index.md
index f3ba80104f..19e9f19710 100644
--- a/data/jurisdictions/us/states/mi/counties/otsego/index.md
+++ b/data/jurisdictions/us/states/mi/counties/otsego/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 70
   hispanic: 521
   bachelors_plus: 6646
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mi/districts/house/105"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 521 |
 | Bachelor's or higher | 6646 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 100% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 100% (state senate)
+- [MI House District 105](/us/states/mi/districts/house/105.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/ottawa/index.md b/data/jurisdictions/us/states/mi/counties/ottawa/index.md
index 5807b5b0fd..86e2336de6 100644
--- a/data/jurisdictions/us/states/mi/counties/ottawa/index.md
+++ b/data/jurisdictions/us/states/mi/counties/ottawa/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 1563
   hispanic: 30924
   bachelors_plus: 101277
+districts:
+  - to: "us/states/mi/districts/03"
+    rel: in-district
+    area_weight: 0.172
+  - to: "us/states/mi/districts/04"
+    rel: in-district
+    area_weight: 0.1598
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.022
+  - to: "us/states/mi/districts/senate/31"
+    rel: in-district
+    area_weight: 0.2421
+  - to: "us/states/mi/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0895
+  - to: "us/states/mi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.022
+  - to: "us/states/mi/districts/house/89"
+    rel: in-district
+    area_weight: 0.1339
+  - to: "us/states/mi/districts/house/88"
+    rel: in-district
+    area_weight: 0.1165
+  - to: "us/states/mi/districts/house/85"
+    rel: in-district
+    area_weight: 0.0561
+  - to: "us/states/mi/districts/house/86"
+    rel: in-district
+    area_weight: 0.0307
+  - to: "us/states/mi/districts/house/43"
+    rel: in-district
+    area_weight: 0.0166
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 30924 |
 | Bachelor's or higher | 101277 |
 
+## Districts
+
+- [MI-03](/us/states/mi/districts/03.md) — 17% (congressional)
+- [MI-04](/us/states/mi/districts/04.md) — 16% (congressional)
+- [MI-02](/us/states/mi/districts/02.md) — 2% (congressional)
+- [MI Senate District 31](/us/states/mi/districts/senate/31.md) — 24% (state senate)
+- [MI Senate District 30](/us/states/mi/districts/senate/30.md) — 9% (state senate)
+- [MI Senate District 33](/us/states/mi/districts/senate/33.md) — 2% (state senate)
+- [MI House District 89](/us/states/mi/districts/house/89.md) — 13% (state house)
+- [MI House District 88](/us/states/mi/districts/house/88.md) — 12% (state house)
+- [MI House District 85](/us/states/mi/districts/house/85.md) — 6% (state house)
+- [MI House District 86](/us/states/mi/districts/house/86.md) — 3% (state house)
+- [MI House District 43](/us/states/mi/districts/house/43.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/presque-isle/index.md b/data/jurisdictions/us/states/mi/counties/presque-isle/index.md
index ff11922310..d359a2460c 100644
--- a/data/jurisdictions/us/states/mi/counties/presque-isle/index.md
+++ b/data/jurisdictions/us/states/mi/counties/presque-isle/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 32
   hispanic: 213
   bachelors_plus: 2952
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.2658
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 0.2655
+  - to: "us/states/mi/districts/house/106"
+    rel: in-district
+    area_weight: 0.2655
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 213 |
 | Bachelor's or higher | 2952 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 27% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 27% (state senate)
+- [MI House District 106](/us/states/mi/districts/house/106.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/roscommon/index.md b/data/jurisdictions/us/states/mi/counties/roscommon/index.md
index 9b01c43ce3..efa9d7f707 100644
--- a/data/jurisdictions/us/states/mi/counties/roscommon/index.md
+++ b/data/jurisdictions/us/states/mi/counties/roscommon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 49
   hispanic: 483
   bachelors_plus: 5430
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/105"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 483 |
 | Bachelor's or higher | 5430 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 100% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 100% (state senate)
+- [MI House District 105](/us/states/mi/districts/house/105.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/saginaw/index.md b/data/jurisdictions/us/states/mi/counties/saginaw/index.md
index 87b38ba403..2ad7186cfe 100644
--- a/data/jurisdictions/us/states/mi/counties/saginaw/index.md
+++ b/data/jurisdictions/us/states/mi/counties/saginaw/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 533
   hispanic: 17381
   bachelors_plus: 43489
+districts:
+  - to: "us/states/mi/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mi/districts/senate/26"
+    rel: in-district
+    area_weight: 0.5652
+  - to: "us/states/mi/districts/senate/34"
+    rel: in-district
+    area_weight: 0.2564
+  - to: "us/states/mi/districts/senate/35"
+    rel: in-district
+    area_weight: 0.1783
+  - to: "us/states/mi/districts/house/93"
+    rel: in-district
+    area_weight: 0.4838
+  - to: "us/states/mi/districts/house/97"
+    rel: in-district
+    area_weight: 0.3113
+  - to: "us/states/mi/districts/house/71"
+    rel: in-district
+    area_weight: 0.1323
+  - to: "us/states/mi/districts/house/94"
+    rel: in-district
+    area_weight: 0.0725
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 17381 |
 | Bachelor's or higher | 43489 |
 
+## Districts
+
+- [MI-08](/us/states/mi/districts/08.md) — 100% (congressional)
+- [MI Senate District 26](/us/states/mi/districts/senate/26.md) — 57% (state senate)
+- [MI Senate District 34](/us/states/mi/districts/senate/34.md) — 26% (state senate)
+- [MI Senate District 35](/us/states/mi/districts/senate/35.md) — 18% (state senate)
+- [MI House District 93](/us/states/mi/districts/house/93.md) — 48% (state house)
+- [MI House District 97](/us/states/mi/districts/house/97.md) — 31% (state house)
+- [MI House District 71](/us/states/mi/districts/house/71.md) — 13% (state house)
+- [MI House District 94](/us/states/mi/districts/house/94.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/sanilac/index.md b/data/jurisdictions/us/states/mi/counties/sanilac/index.md
index 571963c0d1..2664f58f44 100644
--- a/data/jurisdictions/us/states/mi/counties/sanilac/index.md
+++ b/data/jurisdictions/us/states/mi/counties/sanilac/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 48
   hispanic: 1732
   bachelors_plus: 6596
+districts:
+  - to: "us/states/mi/districts/09"
+    rel: in-district
+    area_weight: 0.6055
+  - to: "us/states/mi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.6059
+  - to: "us/states/mi/districts/house/98"
+    rel: in-district
+    area_weight: 0.5816
+  - to: "us/states/mi/districts/house/64"
+    rel: in-district
+    area_weight: 0.0243
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1732 |
 | Bachelor's or higher | 6596 |
 
+## Districts
+
+- [MI-09](/us/states/mi/districts/09.md) — 61% (congressional)
+- [MI Senate District 25](/us/states/mi/districts/senate/25.md) — 61% (state senate)
+- [MI House District 98](/us/states/mi/districts/house/98.md) — 58% (state house)
+- [MI House District 64](/us/states/mi/districts/house/64.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/schoolcraft/index.md b/data/jurisdictions/us/states/mi/counties/schoolcraft/index.md
index 9900e22982..3d7625a9bc 100644
--- a/data/jurisdictions/us/states/mi/counties/schoolcraft/index.md
+++ b/data/jurisdictions/us/states/mi/counties/schoolcraft/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 593
   hispanic: 135
   bachelors_plus: 1749
+districts:
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.6502
+  - to: "us/states/mi/districts/senate/38"
+    rel: in-district
+    area_weight: 0.6503
+  - to: "us/states/mi/districts/house/108"
+    rel: in-district
+    area_weight: 0.6501
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 135 |
 | Bachelor's or higher | 1749 |
 
+## Districts
+
+- [MI-01](/us/states/mi/districts/01.md) — 65% (congressional)
+- [MI Senate District 38](/us/states/mi/districts/senate/38.md) — 65% (state senate)
+- [MI House District 108](/us/states/mi/districts/house/108.md) — 65% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/shiawassee/index.md b/data/jurisdictions/us/states/mi/counties/shiawassee/index.md
index bb2d7c94f2..af2e0097ac 100644
--- a/data/jurisdictions/us/states/mi/counties/shiawassee/index.md
+++ b/data/jurisdictions/us/states/mi/counties/shiawassee/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 151
   hispanic: 2144
   bachelors_plus: 12735
+districts:
+  - to: "us/states/mi/districts/07"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mi/districts/senate/28"
+    rel: in-district
+    area_weight: 0.8661
+  - to: "us/states/mi/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1338
+  - to: "us/states/mi/districts/house/71"
+    rel: in-district
+    area_weight: 0.8967
+  - to: "us/states/mi/districts/house/75"
+    rel: in-district
+    area_weight: 0.1033
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2144 |
 | Bachelor's or higher | 12735 |
 
+## Districts
+
+- [MI-07](/us/states/mi/districts/07.md) — 100% (congressional)
+- [MI Senate District 28](/us/states/mi/districts/senate/28.md) — 87% (state senate)
+- [MI Senate District 22](/us/states/mi/districts/senate/22.md) — 13% (state senate)
+- [MI House District 71](/us/states/mi/districts/house/71.md) — 90% (state house)
+- [MI House District 75](/us/states/mi/districts/house/75.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/st-clair/index.md b/data/jurisdictions/us/states/mi/counties/st-clair/index.md
index 356a473307..c798c817bd 100644
--- a/data/jurisdictions/us/states/mi/counties/st-clair/index.md
+++ b/data/jurisdictions/us/states/mi/counties/st-clair/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 271
   hispanic: 5905
   bachelors_plus: 32145
+districts:
+  - to: "us/states/mi/districts/09"
+    rel: in-district
+    area_weight: 0.8948
+  - to: "us/states/mi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.8101
+  - to: "us/states/mi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0824
+  - to: "us/states/mi/districts/house/65"
+    rel: in-district
+    area_weight: 0.4588
+  - to: "us/states/mi/districts/house/64"
+    rel: in-district
+    area_weight: 0.243
+  - to: "us/states/mi/districts/house/63"
+    rel: in-district
+    area_weight: 0.1908
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5905 |
 | Bachelor's or higher | 32145 |
 
+## Districts
+
+- [MI-09](/us/states/mi/districts/09.md) — 89% (congressional)
+- [MI Senate District 25](/us/states/mi/districts/senate/25.md) — 81% (state senate)
+- [MI Senate District 12](/us/states/mi/districts/senate/12.md) — 8% (state senate)
+- [MI House District 65](/us/states/mi/districts/house/65.md) — 46% (state house)
+- [MI House District 64](/us/states/mi/districts/house/64.md) — 24% (state house)
+- [MI House District 63](/us/states/mi/districts/house/63.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/st-joseph/index.md b/data/jurisdictions/us/states/mi/counties/st-joseph/index.md
index 4135f51c83..cf5040df11 100644
--- a/data/jurisdictions/us/states/mi/counties/st-joseph/index.md
+++ b/data/jurisdictions/us/states/mi/counties/st-joseph/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 209
   hispanic: 5739
   bachelors_plus: 9548
+districts:
+  - to: "us/states/mi/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mi/districts/house/36"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5739 |
 | Bachelor's or higher | 9548 |
 
+## Districts
+
+- [MI-05](/us/states/mi/districts/05.md) — 100% (congressional)
+- [MI Senate District 17](/us/states/mi/districts/senate/17.md) — 100% (state senate)
+- [MI House District 36](/us/states/mi/districts/house/36.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/tuscola/index.md b/data/jurisdictions/us/states/mi/counties/tuscola/index.md
index 237709ce9c..9317ea331d 100644
--- a/data/jurisdictions/us/states/mi/counties/tuscola/index.md
+++ b/data/jurisdictions/us/states/mi/counties/tuscola/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 139
   hispanic: 2001
   bachelors_plus: 8597
+districts:
+  - to: "us/states/mi/districts/09"
+    rel: in-district
+    area_weight: 0.8768
+  - to: "us/states/mi/districts/08"
+    rel: in-district
+    area_weight: 0.0139
+  - to: "us/states/mi/districts/senate/26"
+    rel: in-district
+    area_weight: 0.5003
+  - to: "us/states/mi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.3898
+  - to: "us/states/mi/districts/house/97"
+    rel: in-district
+    area_weight: 0.5014
+  - to: "us/states/mi/districts/house/98"
+    rel: in-district
+    area_weight: 0.3527
+  - to: "us/states/mi/districts/house/67"
+    rel: in-district
+    area_weight: 0.0359
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 2001 |
 | Bachelor's or higher | 8597 |
 
+## Districts
+
+- [MI-09](/us/states/mi/districts/09.md) — 88% (congressional)
+- [MI-08](/us/states/mi/districts/08.md) — 1% (congressional)
+- [MI Senate District 26](/us/states/mi/districts/senate/26.md) — 50% (state senate)
+- [MI Senate District 25](/us/states/mi/districts/senate/25.md) — 39% (state senate)
+- [MI House District 97](/us/states/mi/districts/house/97.md) — 50% (state house)
+- [MI House District 98](/us/states/mi/districts/house/98.md) — 35% (state house)
+- [MI House District 67](/us/states/mi/districts/house/67.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/van-buren/index.md b/data/jurisdictions/us/states/mi/counties/van-buren/index.md
index b8d653a7ed..cc4fe0bcd0 100644
--- a/data/jurisdictions/us/states/mi/counties/van-buren/index.md
+++ b/data/jurisdictions/us/states/mi/counties/van-buren/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 592
   hispanic: 9498
   bachelors_plus: 16604
+districts:
+  - to: "us/states/mi/districts/04"
+    rel: in-district
+    area_weight: 0.5713
+  - to: "us/states/mi/districts/senate/20"
+    rel: in-district
+    area_weight: 0.5392
+  - to: "us/states/mi/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0321
+  - to: "us/states/mi/districts/house/39"
+    rel: in-district
+    area_weight: 0.52
+  - to: "us/states/mi/districts/house/38"
+    rel: in-district
+    area_weight: 0.0512
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 9498 |
 | Bachelor's or higher | 16604 |
 
+## Districts
+
+- [MI-04](/us/states/mi/districts/04.md) — 57% (congressional)
+- [MI Senate District 20](/us/states/mi/districts/senate/20.md) — 54% (state senate)
+- [MI Senate District 19](/us/states/mi/districts/senate/19.md) — 3% (state senate)
+- [MI House District 39](/us/states/mi/districts/house/39.md) — 52% (state house)
+- [MI House District 38](/us/states/mi/districts/house/38.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/washtenaw/index.md b/data/jurisdictions/us/states/mi/counties/washtenaw/index.md
index 3e96e4d4cd..cf1a04043f 100644
--- a/data/jurisdictions/us/states/mi/counties/washtenaw/index.md
+++ b/data/jurisdictions/us/states/mi/counties/washtenaw/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 1007
   hispanic: 21403
   bachelors_plus: 214008
+districts:
+  - to: "us/states/mi/districts/06"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mi/districts/senate/14"
+    rel: in-district
+    area_weight: 0.538
+  - to: "us/states/mi/districts/senate/15"
+    rel: in-district
+    area_weight: 0.4619
+  - to: "us/states/mi/districts/house/47"
+    rel: in-district
+    area_weight: 0.2596
+  - to: "us/states/mi/districts/house/48"
+    rel: in-district
+    area_weight: 0.2181
+  - to: "us/states/mi/districts/house/33"
+    rel: in-district
+    area_weight: 0.2085
+  - to: "us/states/mi/districts/house/23"
+    rel: in-district
+    area_weight: 0.1104
+  - to: "us/states/mi/districts/house/31"
+    rel: in-district
+    area_weight: 0.0897
+  - to: "us/states/mi/districts/house/32"
+    rel: in-district
+    area_weight: 0.0613
+  - to: "us/states/mi/districts/house/46"
+    rel: in-district
+    area_weight: 0.0524
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 21403 |
 | Bachelor's or higher | 214008 |
 
+## Districts
+
+- [MI-06](/us/states/mi/districts/06.md) — 100% (congressional)
+- [MI Senate District 14](/us/states/mi/districts/senate/14.md) — 54% (state senate)
+- [MI Senate District 15](/us/states/mi/districts/senate/15.md) — 46% (state senate)
+- [MI House District 47](/us/states/mi/districts/house/47.md) — 26% (state house)
+- [MI House District 48](/us/states/mi/districts/house/48.md) — 22% (state house)
+- [MI House District 33](/us/states/mi/districts/house/33.md) — 21% (state house)
+- [MI House District 23](/us/states/mi/districts/house/23.md) — 11% (state house)
+- [MI House District 31](/us/states/mi/districts/house/31.md) — 9% (state house)
+- [MI House District 32](/us/states/mi/districts/house/32.md) — 6% (state house)
+- [MI House District 46](/us/states/mi/districts/house/46.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/wayne/index.md b/data/jurisdictions/us/states/mi/counties/wayne/index.md
index 08ddf90542..92016d1f3c 100644
--- a/data/jurisdictions/us/states/mi/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/mi/counties/wayne/index.md
@@ -22,9 +22,120 @@ demographics:
   race_native: 5741
   hispanic: 121653
   bachelors_plus: 463651
+districts:
+  - to: "us/states/mi/districts/06"
+    rel: in-district
+    area_weight: 0.3761
+  - to: "us/states/mi/districts/13"
+    rel: in-district
+    area_weight: 0.3314
+  - to: "us/states/mi/districts/12"
+    rel: in-district
+    area_weight: 0.2317
+  - to: "us/states/mi/districts/senate/4"
+    rel: in-district
+    area_weight: 0.3571
+  - to: "us/states/mi/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1177
+  - to: "us/states/mi/districts/senate/1"
+    rel: in-district
+    area_weight: 0.1053
+  - to: "us/states/mi/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0807
+  - to: "us/states/mi/districts/senate/6"
+    rel: in-district
+    area_weight: 0.077
+  - to: "us/states/mi/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0657
+  - to: "us/states/mi/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0534
+  - to: "us/states/mi/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0299
+  - to: "us/states/mi/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0243
+  - to: "us/states/mi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0189
+  - to: "us/states/mi/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0062
+  - to: "us/states/mi/districts/house/31"
+    rel: in-district
+    area_weight: 0.1327
+  - to: "us/states/mi/districts/house/29"
+    rel: in-district
+    area_weight: 0.0845
+  - to: "us/states/mi/districts/house/28"
+    rel: in-district
+    area_weight: 0.0666
+  - to: "us/states/mi/districts/house/27"
+    rel: in-district
+    area_weight: 0.066
+  - to: "us/states/mi/districts/house/22"
+    rel: in-district
+    area_weight: 0.0618
+  - to: "us/states/mi/districts/house/26"
+    rel: in-district
+    area_weight: 0.0505
+  - to: "us/states/mi/districts/house/24"
+    rel: in-district
+    area_weight: 0.0444
+  - to: "us/states/mi/districts/house/25"
+    rel: in-district
+    area_weight: 0.0421
+  - to: "us/states/mi/districts/house/9"
+    rel: in-district
+    area_weight: 0.042
+  - to: "us/states/mi/districts/house/16"
+    rel: in-district
+    area_weight: 0.0362
+  - to: "us/states/mi/districts/house/17"
+    rel: in-district
+    area_weight: 0.0345
+  - to: "us/states/mi/districts/house/7"
+    rel: in-district
+    area_weight: 0.0316
+  - to: "us/states/mi/districts/house/3"
+    rel: in-district
+    area_weight: 0.0309
+  - to: "us/states/mi/districts/house/2"
+    rel: in-district
+    area_weight: 0.0272
+  - to: "us/states/mi/districts/house/4"
+    rel: in-district
+    area_weight: 0.0261
+  - to: "us/states/mi/districts/house/10"
+    rel: in-district
+    area_weight: 0.0257
+  - to: "us/states/mi/districts/house/15"
+    rel: in-district
+    area_weight: 0.0245
+  - to: "us/states/mi/districts/house/8"
+    rel: in-district
+    area_weight: 0.0218
+  - to: "us/states/mi/districts/house/11"
+    rel: in-district
+    area_weight: 0.0177
+  - to: "us/states/mi/districts/house/23"
+    rel: in-district
+    area_weight: 0.0148
+  - to: "us/states/mi/districts/house/5"
+    rel: in-district
+    area_weight: 0.0124
+  - to: "us/states/mi/districts/house/12"
+    rel: in-district
+    area_weight: 0.0071
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +167,46 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 121653 |
 | Bachelor's or higher | 463651 |
 
+## Districts
+
+- [MI-06](/us/states/mi/districts/06.md) — 38% (congressional)
+- [MI-13](/us/states/mi/districts/13.md) — 33% (congressional)
+- [MI-12](/us/states/mi/districts/12.md) — 23% (congressional)
+- [MI Senate District 4](/us/states/mi/districts/senate/4.md) — 36% (state senate)
+- [MI Senate District 5](/us/states/mi/districts/senate/5.md) — 12% (state senate)
+- [MI Senate District 1](/us/states/mi/districts/senate/1.md) — 11% (state senate)
+- [MI Senate District 2](/us/states/mi/districts/senate/2.md) — 8% (state senate)
+- [MI Senate District 6](/us/states/mi/districts/senate/6.md) — 8% (state senate)
+- [MI Senate District 3](/us/states/mi/districts/senate/3.md) — 7% (state senate)
+- [MI Senate District 13](/us/states/mi/districts/senate/13.md) — 5% (state senate)
+- [MI Senate District 10](/us/states/mi/districts/senate/10.md) — 3% (state senate)
+- [MI Senate District 8](/us/states/mi/districts/senate/8.md) — 2% (state senate)
+- [MI Senate District 12](/us/states/mi/districts/senate/12.md) — 2% (state senate)
+- [MI Senate District 7](/us/states/mi/districts/senate/7.md) — 1% (state senate)
+- [MI House District 31](/us/states/mi/districts/house/31.md) — 13% (state house)
+- [MI House District 29](/us/states/mi/districts/house/29.md) — 8% (state house)
+- [MI House District 28](/us/states/mi/districts/house/28.md) — 7% (state house)
+- [MI House District 27](/us/states/mi/districts/house/27.md) — 7% (state house)
+- [MI House District 22](/us/states/mi/districts/house/22.md) — 6% (state house)
+- [MI House District 26](/us/states/mi/districts/house/26.md) — 5% (state house)
+- [MI House District 24](/us/states/mi/districts/house/24.md) — 4% (state house)
+- [MI House District 25](/us/states/mi/districts/house/25.md) — 4% (state house)
+- [MI House District 9](/us/states/mi/districts/house/9.md) — 4% (state house)
+- [MI House District 16](/us/states/mi/districts/house/16.md) — 4% (state house)
+- [MI House District 17](/us/states/mi/districts/house/17.md) — 3% (state house)
+- [MI House District 7](/us/states/mi/districts/house/7.md) — 3% (state house)
+- [MI House District 3](/us/states/mi/districts/house/3.md) — 3% (state house)
+- [MI House District 2](/us/states/mi/districts/house/2.md) — 3% (state house)
+- [MI House District 4](/us/states/mi/districts/house/4.md) — 3% (state house)
+- [MI House District 10](/us/states/mi/districts/house/10.md) — 3% (state house)
+- [MI House District 15](/us/states/mi/districts/house/15.md) — 2% (state house)
+- [MI House District 8](/us/states/mi/districts/house/8.md) — 2% (state house)
+- [MI House District 11](/us/states/mi/districts/house/11.md) — 2% (state house)
+- [MI House District 23](/us/states/mi/districts/house/23.md) — 1% (state house)
+- [MI House District 5](/us/states/mi/districts/house/5.md) — 1% (state house)
+- [MI House District 12](/us/states/mi/districts/house/12.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/counties/wexford/index.md b/data/jurisdictions/us/states/mi/counties/wexford/index.md
index 8519deeefc..944a12f685 100644
--- a/data/jurisdictions/us/states/mi/counties/wexford/index.md
+++ b/data/jurisdictions/us/states/mi/counties/wexford/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 87
   hispanic: 923
   bachelors_plus: 6904
+districts:
+  - to: "us/states/mi/districts/02"
+    rel: in-district
+    area_weight: 0.7797
+  - to: "us/states/mi/districts/01"
+    rel: in-district
+    area_weight: 0.2203
+  - to: "us/states/mi/districts/senate/36"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mi/districts/house/101"
+    rel: in-district
+    area_weight: 0.7481
+  - to: "us/states/mi/districts/house/104"
+    rel: in-district
+    area_weight: 0.2516
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 923 |
 | Bachelor's or higher | 6904 |
 
+## Districts
+
+- [MI-02](/us/states/mi/districts/02.md) — 78% (congressional)
+- [MI-01](/us/states/mi/districts/01.md) — 22% (congressional)
+- [MI Senate District 36](/us/states/mi/districts/senate/36.md) — 100% (state senate)
+- [MI House District 101](/us/states/mi/districts/house/101.md) — 75% (state house)
+- [MI House District 104](/us/states/mi/districts/house/104.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mi/districts/01.md b/data/jurisdictions/us/states/mi/districts/01.md
index abf657709b..122fac0605 100644
--- a/data/jurisdictions/us/states/mi/districts/01.md
+++ b/data/jurisdictions/us/states/mi/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 172091
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/02.md b/data/jurisdictions/us/states/mi/districts/02.md
index 3de8255a5d..68a570f149 100644
--- a/data/jurisdictions/us/states/mi/districts/02.md
+++ b/data/jurisdictions/us/states/mi/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 129541
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/03.md b/data/jurisdictions/us/states/mi/districts/03.md
index 0aca193840..24ac4280b1 100644
--- a/data/jurisdictions/us/states/mi/districts/03.md
+++ b/data/jurisdictions/us/states/mi/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 210649
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/04.md b/data/jurisdictions/us/states/mi/districts/04.md
index 8ff6c4d26c..c4effb772f 100644
--- a/data/jurisdictions/us/states/mi/districts/04.md
+++ b/data/jurisdictions/us/states/mi/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 183037
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/05.md b/data/jurisdictions/us/states/mi/districts/05.md
index 0db84e7bb1..c9c7b35723 100644
--- a/data/jurisdictions/us/states/mi/districts/05.md
+++ b/data/jurisdictions/us/states/mi/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 132482
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/06.md b/data/jurisdictions/us/states/mi/districts/06.md
index a668810428..e3c34d18c8 100644
--- a/data/jurisdictions/us/states/mi/districts/06.md
+++ b/data/jurisdictions/us/states/mi/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 283722
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/07.md b/data/jurisdictions/us/states/mi/districts/07.md
index 3a23ff59ba..6dc1f8a0aa 100644
--- a/data/jurisdictions/us/states/mi/districts/07.md
+++ b/data/jurisdictions/us/states/mi/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 205608
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/08.md b/data/jurisdictions/us/states/mi/districts/08.md
index dda9611360..95996bbd90 100644
--- a/data/jurisdictions/us/states/mi/districts/08.md
+++ b/data/jurisdictions/us/states/mi/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 141033
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/09.md b/data/jurisdictions/us/states/mi/districts/09.md
index dadf07faef..bcfcc73a47 100644
--- a/data/jurisdictions/us/states/mi/districts/09.md
+++ b/data/jurisdictions/us/states/mi/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 167678
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/10.md b/data/jurisdictions/us/states/mi/districts/10.md
index df1e1d4b59..ec947f8322 100644
--- a/data/jurisdictions/us/states/mi/districts/10.md
+++ b/data/jurisdictions/us/states/mi/districts/10.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 172222
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/11.md b/data/jurisdictions/us/states/mi/districts/11.md
index ed1c84eafd..223ba26088 100644
--- a/data/jurisdictions/us/states/mi/districts/11.md
+++ b/data/jurisdictions/us/states/mi/districts/11.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 301906
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/12.md b/data/jurisdictions/us/states/mi/districts/12.md
index 26717e054c..22eb8cdcb9 100644
--- a/data/jurisdictions/us/states/mi/districts/12.md
+++ b/data/jurisdictions/us/states/mi/districts/12.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 148038
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/13.md b/data/jurisdictions/us/states/mi/districts/13.md
index 7550ed68df..0584f87623 100644
--- a/data/jurisdictions/us/states/mi/districts/13.md
+++ b/data/jurisdictions/us/states/mi/districts/13.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 118938
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mi/districts/house/10.md b/data/jurisdictions/us/states/mi/districts/house/10.md
new file mode 100644
index 0000000000..5717159998
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 10"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 10
+
+State House district 10 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/100.md b/data/jurisdictions/us/states/mi/districts/house/100.md
new file mode 100644
index 0000000000..492641447c
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 100"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 100
+
+State House district 100 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/101.md b/data/jurisdictions/us/states/mi/districts/house/101.md
new file mode 100644
index 0000000000..bdffe55c88
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 101"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 101
+
+State House district 101 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/102.md b/data/jurisdictions/us/states/mi/districts/house/102.md
new file mode 100644
index 0000000000..e71d9e2396
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 102"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 102
+
+State House district 102 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/103.md b/data/jurisdictions/us/states/mi/districts/house/103.md
new file mode 100644
index 0000000000..507fde116a
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 103"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 103
+
+State House district 103 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/104.md b/data/jurisdictions/us/states/mi/districts/house/104.md
new file mode 100644
index 0000000000..e12814f494
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 104"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 104
+
+State House district 104 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/105.md b/data/jurisdictions/us/states/mi/districts/house/105.md
new file mode 100644
index 0000000000..14a5f876e7
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 105"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 105
+
+State House district 105 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/106.md b/data/jurisdictions/us/states/mi/districts/house/106.md
new file mode 100644
index 0000000000..e5c68a3150
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 106"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 106
+
+State House district 106 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/107.md b/data/jurisdictions/us/states/mi/districts/house/107.md
new file mode 100644
index 0000000000..71b805e57c
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 107"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 107
+
+State House district 107 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/108.md b/data/jurisdictions/us/states/mi/districts/house/108.md
new file mode 100644
index 0000000000..e4b7997180
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 108"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 108
+
+State House district 108 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/109.md b/data/jurisdictions/us/states/mi/districts/house/109.md
new file mode 100644
index 0000000000..6a63de8f0b
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 109"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 109
+
+State House district 109 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/11.md b/data/jurisdictions/us/states/mi/districts/house/11.md
new file mode 100644
index 0000000000..aab12fc755
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 11"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 11
+
+State House district 11 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/110.md b/data/jurisdictions/us/states/mi/districts/house/110.md
new file mode 100644
index 0000000000..e86ef65d21
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 110"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 110
+
+State House district 110 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/12.md b/data/jurisdictions/us/states/mi/districts/house/12.md
new file mode 100644
index 0000000000..5ddad7133f
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 12"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 12
+
+State House district 12 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/13.md b/data/jurisdictions/us/states/mi/districts/house/13.md
new file mode 100644
index 0000000000..6fcb955589
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 13"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 13
+
+State House district 13 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/14.md b/data/jurisdictions/us/states/mi/districts/house/14.md
new file mode 100644
index 0000000000..ee9bf41c52
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 14"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 14
+
+State House district 14 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/15.md b/data/jurisdictions/us/states/mi/districts/house/15.md
new file mode 100644
index 0000000000..76ca405d55
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 15"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 15
+
+State House district 15 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/16.md b/data/jurisdictions/us/states/mi/districts/house/16.md
new file mode 100644
index 0000000000..042b009873
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 16"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 16
+
+State House district 16 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/17.md b/data/jurisdictions/us/states/mi/districts/house/17.md
new file mode 100644
index 0000000000..247d9cfca2
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 17"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 17
+
+State House district 17 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/18.md b/data/jurisdictions/us/states/mi/districts/house/18.md
new file mode 100644
index 0000000000..0c9fc197d7
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 18"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 18
+
+State House district 18 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/19.md b/data/jurisdictions/us/states/mi/districts/house/19.md
new file mode 100644
index 0000000000..4a9d4063f9
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 19"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 19
+
+State House district 19 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/2.md b/data/jurisdictions/us/states/mi/districts/house/2.md
new file mode 100644
index 0000000000..3916dedef8
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 2"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 2
+
+State House district 2 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/20.md b/data/jurisdictions/us/states/mi/districts/house/20.md
new file mode 100644
index 0000000000..58c2a1740c
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 20"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 20
+
+State House district 20 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/21.md b/data/jurisdictions/us/states/mi/districts/house/21.md
new file mode 100644
index 0000000000..9926e1f5b6
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 21"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 21
+
+State House district 21 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/22.md b/data/jurisdictions/us/states/mi/districts/house/22.md
new file mode 100644
index 0000000000..7fe8c75a8a
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 22"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 22
+
+State House district 22 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/23.md b/data/jurisdictions/us/states/mi/districts/house/23.md
new file mode 100644
index 0000000000..83e9b27e9c
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 23"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 23
+
+State House district 23 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/24.md b/data/jurisdictions/us/states/mi/districts/house/24.md
new file mode 100644
index 0000000000..61aa7fde66
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 24"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 24
+
+State House district 24 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/25.md b/data/jurisdictions/us/states/mi/districts/house/25.md
new file mode 100644
index 0000000000..0e2f2d87d6
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 25"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 25
+
+State House district 25 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/26.md b/data/jurisdictions/us/states/mi/districts/house/26.md
new file mode 100644
index 0000000000..2949ea1d42
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 26"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 26
+
+State House district 26 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/27.md b/data/jurisdictions/us/states/mi/districts/house/27.md
new file mode 100644
index 0000000000..316db9d392
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 27"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 27
+
+State House district 27 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/28.md b/data/jurisdictions/us/states/mi/districts/house/28.md
new file mode 100644
index 0000000000..a2712e3601
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 28"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 28
+
+State House district 28 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/29.md b/data/jurisdictions/us/states/mi/districts/house/29.md
new file mode 100644
index 0000000000..1a98bae243
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 29"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 29
+
+State House district 29 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/3.md b/data/jurisdictions/us/states/mi/districts/house/3.md
new file mode 100644
index 0000000000..32b317030e
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 3"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 3
+
+State House district 3 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/30.md b/data/jurisdictions/us/states/mi/districts/house/30.md
new file mode 100644
index 0000000000..438b8b22e5
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 30"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 30
+
+State House district 30 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/31.md b/data/jurisdictions/us/states/mi/districts/house/31.md
new file mode 100644
index 0000000000..e35a713b91
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 31"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 31
+
+State House district 31 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/32.md b/data/jurisdictions/us/states/mi/districts/house/32.md
new file mode 100644
index 0000000000..eb2ea83e3f
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 32"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 32
+
+State House district 32 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/33.md b/data/jurisdictions/us/states/mi/districts/house/33.md
new file mode 100644
index 0000000000..bc3b480afa
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 33"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 33
+
+State House district 33 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/34.md b/data/jurisdictions/us/states/mi/districts/house/34.md
new file mode 100644
index 0000000000..7e0d6fb923
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 34"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 34
+
+State House district 34 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/35.md b/data/jurisdictions/us/states/mi/districts/house/35.md
new file mode 100644
index 0000000000..6b516fb669
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 35"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 35
+
+State House district 35 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/36.md b/data/jurisdictions/us/states/mi/districts/house/36.md
new file mode 100644
index 0000000000..3380ddc02a
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 36"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 36
+
+State House district 36 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/37.md b/data/jurisdictions/us/states/mi/districts/house/37.md
new file mode 100644
index 0000000000..63b73cc127
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 37"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 37
+
+State House district 37 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/38.md b/data/jurisdictions/us/states/mi/districts/house/38.md
new file mode 100644
index 0000000000..c9ea3f22c1
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 38"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 38
+
+State House district 38 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/39.md b/data/jurisdictions/us/states/mi/districts/house/39.md
new file mode 100644
index 0000000000..0f1d61c5b3
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 39"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 39
+
+State House district 39 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/4.md b/data/jurisdictions/us/states/mi/districts/house/4.md
new file mode 100644
index 0000000000..8c1d732312
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 4"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 4
+
+State House district 4 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/40.md b/data/jurisdictions/us/states/mi/districts/house/40.md
new file mode 100644
index 0000000000..bc2461477f
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 40"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 40
+
+State House district 40 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/41.md b/data/jurisdictions/us/states/mi/districts/house/41.md
new file mode 100644
index 0000000000..8628e294f4
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 41"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 41
+
+State House district 41 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/42.md b/data/jurisdictions/us/states/mi/districts/house/42.md
new file mode 100644
index 0000000000..f7485901b6
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 42"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 42
+
+State House district 42 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/43.md b/data/jurisdictions/us/states/mi/districts/house/43.md
new file mode 100644
index 0000000000..b81004c8de
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 43"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 43
+
+State House district 43 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/44.md b/data/jurisdictions/us/states/mi/districts/house/44.md
new file mode 100644
index 0000000000..6e46d1afba
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 44"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 44
+
+State House district 44 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/45.md b/data/jurisdictions/us/states/mi/districts/house/45.md
new file mode 100644
index 0000000000..756584d14f
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 45"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 45
+
+State House district 45 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/46.md b/data/jurisdictions/us/states/mi/districts/house/46.md
new file mode 100644
index 0000000000..5206443af7
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 46"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 46
+
+State House district 46 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/47.md b/data/jurisdictions/us/states/mi/districts/house/47.md
new file mode 100644
index 0000000000..6e0257856b
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 47"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 47
+
+State House district 47 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/48.md b/data/jurisdictions/us/states/mi/districts/house/48.md
new file mode 100644
index 0000000000..1deb97ebb3
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 48"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 48
+
+State House district 48 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/49.md b/data/jurisdictions/us/states/mi/districts/house/49.md
new file mode 100644
index 0000000000..876d39548c
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 49"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 49
+
+State House district 49 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/5.md b/data/jurisdictions/us/states/mi/districts/house/5.md
new file mode 100644
index 0000000000..3dc1f3a79d
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 5"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 5
+
+State House district 5 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/50.md b/data/jurisdictions/us/states/mi/districts/house/50.md
new file mode 100644
index 0000000000..fa21c575c5
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 50"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 50
+
+State House district 50 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/51.md b/data/jurisdictions/us/states/mi/districts/house/51.md
new file mode 100644
index 0000000000..e17037b97e
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 51"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 51
+
+State House district 51 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/52.md b/data/jurisdictions/us/states/mi/districts/house/52.md
new file mode 100644
index 0000000000..e8aae85946
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 52"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 52
+
+State House district 52 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/53.md b/data/jurisdictions/us/states/mi/districts/house/53.md
new file mode 100644
index 0000000000..836fecf274
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 53"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 53
+
+State House district 53 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/54.md b/data/jurisdictions/us/states/mi/districts/house/54.md
new file mode 100644
index 0000000000..e6e9d5e04f
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 54"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 54
+
+State House district 54 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/55.md b/data/jurisdictions/us/states/mi/districts/house/55.md
new file mode 100644
index 0000000000..bfa76dce8c
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 55"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 55
+
+State House district 55 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/56.md b/data/jurisdictions/us/states/mi/districts/house/56.md
new file mode 100644
index 0000000000..33ebdab999
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 56"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 56
+
+State House district 56 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/57.md b/data/jurisdictions/us/states/mi/districts/house/57.md
new file mode 100644
index 0000000000..134607e5fd
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 57"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 57
+
+State House district 57 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/58.md b/data/jurisdictions/us/states/mi/districts/house/58.md
new file mode 100644
index 0000000000..eb8cb16188
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 58"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 58
+
+State House district 58 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/59.md b/data/jurisdictions/us/states/mi/districts/house/59.md
new file mode 100644
index 0000000000..4ccb73ac4a
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 59"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 59
+
+State House district 59 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/6.md b/data/jurisdictions/us/states/mi/districts/house/6.md
new file mode 100644
index 0000000000..76d6ede930
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 6"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 6
+
+State House district 6 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/60.md b/data/jurisdictions/us/states/mi/districts/house/60.md
new file mode 100644
index 0000000000..6c42d6a9cd
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 60"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 60
+
+State House district 60 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/61.md b/data/jurisdictions/us/states/mi/districts/house/61.md
new file mode 100644
index 0000000000..be51e30006
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 61"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 61
+
+State House district 61 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/62.md b/data/jurisdictions/us/states/mi/districts/house/62.md
new file mode 100644
index 0000000000..469e7bb98a
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 62"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 62
+
+State House district 62 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/63.md b/data/jurisdictions/us/states/mi/districts/house/63.md
new file mode 100644
index 0000000000..64066f9691
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 63"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 63
+
+State House district 63 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/64.md b/data/jurisdictions/us/states/mi/districts/house/64.md
new file mode 100644
index 0000000000..74ee550963
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 64"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 64
+
+State House district 64 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/65.md b/data/jurisdictions/us/states/mi/districts/house/65.md
new file mode 100644
index 0000000000..ea4bfe4236
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 65"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 65
+
+State House district 65 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/66.md b/data/jurisdictions/us/states/mi/districts/house/66.md
new file mode 100644
index 0000000000..6f0d20ca51
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 66"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 66
+
+State House district 66 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/67.md b/data/jurisdictions/us/states/mi/districts/house/67.md
new file mode 100644
index 0000000000..0a1f5f2cc3
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 67"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 67
+
+State House district 67 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/68.md b/data/jurisdictions/us/states/mi/districts/house/68.md
new file mode 100644
index 0000000000..05f357762a
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 68"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 68
+
+State House district 68 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/69.md b/data/jurisdictions/us/states/mi/districts/house/69.md
new file mode 100644
index 0000000000..dbae31dff4
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 69"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 69
+
+State House district 69 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/7.md b/data/jurisdictions/us/states/mi/districts/house/7.md
new file mode 100644
index 0000000000..ef61550278
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 7"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 7
+
+State House district 7 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/70.md b/data/jurisdictions/us/states/mi/districts/house/70.md
new file mode 100644
index 0000000000..aecfcdf4a5
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 70"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 70
+
+State House district 70 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/71.md b/data/jurisdictions/us/states/mi/districts/house/71.md
new file mode 100644
index 0000000000..c13b5859ef
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 71"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 71
+
+State House district 71 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/72.md b/data/jurisdictions/us/states/mi/districts/house/72.md
new file mode 100644
index 0000000000..f86ba1bd53
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 72"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 72
+
+State House district 72 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/73.md b/data/jurisdictions/us/states/mi/districts/house/73.md
new file mode 100644
index 0000000000..bf914f3051
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 73"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 73
+
+State House district 73 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/74.md b/data/jurisdictions/us/states/mi/districts/house/74.md
new file mode 100644
index 0000000000..6ba7238ecc
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 74"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 74
+
+State House district 74 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/75.md b/data/jurisdictions/us/states/mi/districts/house/75.md
new file mode 100644
index 0000000000..1c8d6fd24c
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 75"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 75
+
+State House district 75 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/76.md b/data/jurisdictions/us/states/mi/districts/house/76.md
new file mode 100644
index 0000000000..18a5cae4ce
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 76"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 76
+
+State House district 76 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/77.md b/data/jurisdictions/us/states/mi/districts/house/77.md
new file mode 100644
index 0000000000..d2d6ef83d1
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 77"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 77
+
+State House district 77 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/78.md b/data/jurisdictions/us/states/mi/districts/house/78.md
new file mode 100644
index 0000000000..b3e7c6d9f3
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 78"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 78
+
+State House district 78 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/79.md b/data/jurisdictions/us/states/mi/districts/house/79.md
new file mode 100644
index 0000000000..3810fbc981
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 79"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 79
+
+State House district 79 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/8.md b/data/jurisdictions/us/states/mi/districts/house/8.md
new file mode 100644
index 0000000000..0ab4a8262b
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 8"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 8
+
+State House district 8 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/80.md b/data/jurisdictions/us/states/mi/districts/house/80.md
new file mode 100644
index 0000000000..37f9208976
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 80"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 80
+
+State House district 80 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/81.md b/data/jurisdictions/us/states/mi/districts/house/81.md
new file mode 100644
index 0000000000..d44ae51aaf
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 81"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 81
+
+State House district 81 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/82.md b/data/jurisdictions/us/states/mi/districts/house/82.md
new file mode 100644
index 0000000000..7194d1625d
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 82"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 82
+
+State House district 82 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/83.md b/data/jurisdictions/us/states/mi/districts/house/83.md
new file mode 100644
index 0000000000..df76cf8dd6
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 83"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 83
+
+State House district 83 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/84.md b/data/jurisdictions/us/states/mi/districts/house/84.md
new file mode 100644
index 0000000000..1497be83d3
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 84"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 84
+
+State House district 84 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/85.md b/data/jurisdictions/us/states/mi/districts/house/85.md
new file mode 100644
index 0000000000..914e6cda7b
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 85"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 85
+
+State House district 85 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/86.md b/data/jurisdictions/us/states/mi/districts/house/86.md
new file mode 100644
index 0000000000..0e28c00dd4
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 86"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 86
+
+State House district 86 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/87.md b/data/jurisdictions/us/states/mi/districts/house/87.md
new file mode 100644
index 0000000000..46ec888fe1
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 87"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 87
+
+State House district 87 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/88.md b/data/jurisdictions/us/states/mi/districts/house/88.md
new file mode 100644
index 0000000000..bc42768596
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 88"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 88
+
+State House district 88 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/89.md b/data/jurisdictions/us/states/mi/districts/house/89.md
new file mode 100644
index 0000000000..924ebe2f1c
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 89"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 89
+
+State House district 89 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/9.md b/data/jurisdictions/us/states/mi/districts/house/9.md
new file mode 100644
index 0000000000..7f302c79ca
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 9"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 9
+
+State House district 9 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/90.md b/data/jurisdictions/us/states/mi/districts/house/90.md
new file mode 100644
index 0000000000..8d38853da0
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 90"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 90
+
+State House district 90 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/91.md b/data/jurisdictions/us/states/mi/districts/house/91.md
new file mode 100644
index 0000000000..db1bd31eda
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 91"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 91
+
+State House district 91 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/92.md b/data/jurisdictions/us/states/mi/districts/house/92.md
new file mode 100644
index 0000000000..bd618ea127
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 92"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 92
+
+State House district 92 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/93.md b/data/jurisdictions/us/states/mi/districts/house/93.md
new file mode 100644
index 0000000000..4f68529445
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 93"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 93
+
+State House district 93 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/94.md b/data/jurisdictions/us/states/mi/districts/house/94.md
new file mode 100644
index 0000000000..9afd25f821
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 94"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 94
+
+State House district 94 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/95.md b/data/jurisdictions/us/states/mi/districts/house/95.md
new file mode 100644
index 0000000000..a0ab07ce4d
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 95"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 95
+
+State House district 95 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/96.md b/data/jurisdictions/us/states/mi/districts/house/96.md
new file mode 100644
index 0000000000..da2c479104
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 96"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 96
+
+State House district 96 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/97.md b/data/jurisdictions/us/states/mi/districts/house/97.md
new file mode 100644
index 0000000000..0dab41ae72
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 97"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 97
+
+State House district 97 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/98.md b/data/jurisdictions/us/states/mi/districts/house/98.md
new file mode 100644
index 0000000000..4035dd6bfe
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 98"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 98
+
+State House district 98 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/house/99.md b/data/jurisdictions/us/states/mi/districts/house/99.md
new file mode 100644
index 0000000000..1ce446113f
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI House District 99"
+classification: state-house-district
+state: "MI"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI House District 99
+
+State House district 99 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/1.md b/data/jurisdictions/us/states/mi/districts/senate/1.md
new file mode 100644
index 0000000000..8cba4d3b87
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 1"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 1
+
+State Senate district 1 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/10.md b/data/jurisdictions/us/states/mi/districts/senate/10.md
new file mode 100644
index 0000000000..49c7fe6cdf
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 10"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 10
+
+State Senate district 10 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/11.md b/data/jurisdictions/us/states/mi/districts/senate/11.md
new file mode 100644
index 0000000000..7bbf70ee86
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 11"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 11
+
+State Senate district 11 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/12.md b/data/jurisdictions/us/states/mi/districts/senate/12.md
new file mode 100644
index 0000000000..9ebf4c962e
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 12"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 12
+
+State Senate district 12 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/13.md b/data/jurisdictions/us/states/mi/districts/senate/13.md
new file mode 100644
index 0000000000..3e9918c93f
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 13"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 13
+
+State Senate district 13 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/14.md b/data/jurisdictions/us/states/mi/districts/senate/14.md
new file mode 100644
index 0000000000..0be55de0f5
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 14"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 14
+
+State Senate district 14 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/15.md b/data/jurisdictions/us/states/mi/districts/senate/15.md
new file mode 100644
index 0000000000..4cd51d81d7
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 15"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 15
+
+State Senate district 15 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/16.md b/data/jurisdictions/us/states/mi/districts/senate/16.md
new file mode 100644
index 0000000000..d688b3352b
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 16"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 16
+
+State Senate district 16 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/17.md b/data/jurisdictions/us/states/mi/districts/senate/17.md
new file mode 100644
index 0000000000..d3b67504dc
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 17"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 17
+
+State Senate district 17 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/18.md b/data/jurisdictions/us/states/mi/districts/senate/18.md
new file mode 100644
index 0000000000..7fd9d8438a
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 18"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 18
+
+State Senate district 18 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/19.md b/data/jurisdictions/us/states/mi/districts/senate/19.md
new file mode 100644
index 0000000000..435887dc29
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 19"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 19
+
+State Senate district 19 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/2.md b/data/jurisdictions/us/states/mi/districts/senate/2.md
new file mode 100644
index 0000000000..04b188d6a8
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 2"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 2
+
+State Senate district 2 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/20.md b/data/jurisdictions/us/states/mi/districts/senate/20.md
new file mode 100644
index 0000000000..d04bb43e77
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 20"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 20
+
+State Senate district 20 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/21.md b/data/jurisdictions/us/states/mi/districts/senate/21.md
new file mode 100644
index 0000000000..7cd006e740
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 21"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 21
+
+State Senate district 21 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/22.md b/data/jurisdictions/us/states/mi/districts/senate/22.md
new file mode 100644
index 0000000000..3db1ada854
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 22"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 22
+
+State Senate district 22 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/23.md b/data/jurisdictions/us/states/mi/districts/senate/23.md
new file mode 100644
index 0000000000..c5b25e9c59
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 23"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 23
+
+State Senate district 23 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/24.md b/data/jurisdictions/us/states/mi/districts/senate/24.md
new file mode 100644
index 0000000000..de93138434
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 24"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 24
+
+State Senate district 24 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/25.md b/data/jurisdictions/us/states/mi/districts/senate/25.md
new file mode 100644
index 0000000000..edac855ee6
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 25"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 25
+
+State Senate district 25 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/26.md b/data/jurisdictions/us/states/mi/districts/senate/26.md
new file mode 100644
index 0000000000..87600645d5
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 26"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 26
+
+State Senate district 26 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/27.md b/data/jurisdictions/us/states/mi/districts/senate/27.md
new file mode 100644
index 0000000000..3fc0771508
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 27"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 27
+
+State Senate district 27 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/28.md b/data/jurisdictions/us/states/mi/districts/senate/28.md
new file mode 100644
index 0000000000..190c20a377
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 28"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 28
+
+State Senate district 28 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/29.md b/data/jurisdictions/us/states/mi/districts/senate/29.md
new file mode 100644
index 0000000000..00ce2c3e0a
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 29"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 29
+
+State Senate district 29 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/3.md b/data/jurisdictions/us/states/mi/districts/senate/3.md
new file mode 100644
index 0000000000..9fb373eaba
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 3"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 3
+
+State Senate district 3 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/30.md b/data/jurisdictions/us/states/mi/districts/senate/30.md
new file mode 100644
index 0000000000..97158d8d7a
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 30"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 30
+
+State Senate district 30 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/31.md b/data/jurisdictions/us/states/mi/districts/senate/31.md
new file mode 100644
index 0000000000..4212543d72
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 31"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 31
+
+State Senate district 31 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/32.md b/data/jurisdictions/us/states/mi/districts/senate/32.md
new file mode 100644
index 0000000000..ebf8cac166
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 32"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 32
+
+State Senate district 32 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/33.md b/data/jurisdictions/us/states/mi/districts/senate/33.md
new file mode 100644
index 0000000000..acf52833ec
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 33"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 33
+
+State Senate district 33 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/34.md b/data/jurisdictions/us/states/mi/districts/senate/34.md
new file mode 100644
index 0000000000..6236f276b8
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 34"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 34
+
+State Senate district 34 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/35.md b/data/jurisdictions/us/states/mi/districts/senate/35.md
new file mode 100644
index 0000000000..45c47b9c1a
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 35"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 35
+
+State Senate district 35 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/36.md b/data/jurisdictions/us/states/mi/districts/senate/36.md
new file mode 100644
index 0000000000..33cc0d0af5
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 36"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 36
+
+State Senate district 36 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/37.md b/data/jurisdictions/us/states/mi/districts/senate/37.md
new file mode 100644
index 0000000000..6b69e07961
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 37"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 37
+
+State Senate district 37 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/38.md b/data/jurisdictions/us/states/mi/districts/senate/38.md
new file mode 100644
index 0000000000..21fe861a23
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 38"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 38
+
+State Senate district 38 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/4.md b/data/jurisdictions/us/states/mi/districts/senate/4.md
new file mode 100644
index 0000000000..d8a3c22a79
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 4"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 4
+
+State Senate district 4 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/5.md b/data/jurisdictions/us/states/mi/districts/senate/5.md
new file mode 100644
index 0000000000..81e160ffc0
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 5"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 5
+
+State Senate district 5 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/6.md b/data/jurisdictions/us/states/mi/districts/senate/6.md
new file mode 100644
index 0000000000..24c925b12b
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 6"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 6
+
+State Senate district 6 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/7.md b/data/jurisdictions/us/states/mi/districts/senate/7.md
new file mode 100644
index 0000000000..31d9cc6c30
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 7"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 7
+
+State Senate district 7 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/8.md b/data/jurisdictions/us/states/mi/districts/senate/8.md
new file mode 100644
index 0000000000..8ab2e94025
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 8"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 8
+
+State Senate district 8 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/districts/senate/9.md b/data/jurisdictions/us/states/mi/districts/senate/9.md
new file mode 100644
index 0000000000..57a3b1cd22
--- /dev/null
+++ b/data/jurisdictions/us/states/mi/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MI Senate District 9"
+classification: state-senate-district
+state: "MI"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mi]
+timestamp: "2026-07-03"
+---
+
+# MI Senate District 9
+
+State Senate district 9 (MI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mi/people/alabas-farhat.md b/data/jurisdictions/us/states/mi/people/alabas-farhat.md
index ff7f3113a9..5a40a94a96 100644
--- a/data/jurisdictions/us/states/mi/people/alabas-farhat.md
+++ b/data/jurisdictions/us/states/mi/people/alabas-farhat.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 3"
+represents: "us/states/mi/districts/house/3"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 3 (MI State House of Representatives District 3).
 
+Represents [MI State House of Representatives District 3](/us/states/mi/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/alicia-st-germaine.md b/data/jurisdictions/us/states/mi/people/alicia-st-germaine.md
index fc4f3e4bc5..0f79b850e4 100644
--- a/data/jurisdictions/us/states/mi/people/alicia-st-germaine.md
+++ b/data/jurisdictions/us/states/mi/people/alicia-st-germaine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 62"
+represents: "us/states/mi/districts/house/62"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 62 (MI State House of Representatives District 62).
 
+Represents [MI State House of Representatives District 62](/us/states/mi/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/amos-o-neal.md b/data/jurisdictions/us/states/mi/people/amos-o-neal.md
index 833894debc..49b3f2046d 100644
--- a/data/jurisdictions/us/states/mi/people/amos-o-neal.md
+++ b/data/jurisdictions/us/states/mi/people/amos-o-neal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 94"
+represents: "us/states/mi/districts/house/94"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 94 (MI State House of Representatives District 94).
 
+Represents [MI State House of Representatives District 94](/us/states/mi/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/angela-rigas.md b/data/jurisdictions/us/states/mi/people/angela-rigas.md
index bf4cc7be0f..03b3f3807b 100644
--- a/data/jurisdictions/us/states/mi/people/angela-rigas.md
+++ b/data/jurisdictions/us/states/mi/people/angela-rigas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 79"
+represents: "us/states/mi/districts/house/79"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 79 (MI State House of Representatives District 79).
 
+Represents [MI State House of Representatives District 79](/us/states/mi/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/angela-witwer.md b/data/jurisdictions/us/states/mi/people/angela-witwer.md
index 7bf3ceec17..fa3790b1bf 100644
--- a/data/jurisdictions/us/states/mi/people/angela-witwer.md
+++ b/data/jurisdictions/us/states/mi/people/angela-witwer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 76"
+represents: "us/states/mi/districts/house/76"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 76 (MI State House of Representatives District 76).
 
+Represents [MI State House of Representatives District 76](/us/states/mi/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/ann-bollin.md b/data/jurisdictions/us/states/mi/people/ann-bollin.md
index 25b65e9365..42a02913b8 100644
--- a/data/jurisdictions/us/states/mi/people/ann-bollin.md
+++ b/data/jurisdictions/us/states/mi/people/ann-bollin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 49"
+represents: "us/states/mi/districts/house/49"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 49 (MI State House of Representatives District 49).
 
+Represents [MI State House of Representatives District 49](/us/states/mi/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/aric-nesbitt.md b/data/jurisdictions/us/states/mi/people/aric-nesbitt.md
index 6149634010..0dfd6fd8bd 100644
--- a/data/jurisdictions/us/states/mi/people/aric-nesbitt.md
+++ b/data/jurisdictions/us/states/mi/people/aric-nesbitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 20"
+represents: "us/states/mi/districts/senate/20"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 20 (MI State Senate District 20).
 
+Represents [MI State Senate District 20](/us/states/mi/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/betsy-coffia.md b/data/jurisdictions/us/states/mi/people/betsy-coffia.md
index 76f998a0bd..90408d6591 100644
--- a/data/jurisdictions/us/states/mi/people/betsy-coffia.md
+++ b/data/jurisdictions/us/states/mi/people/betsy-coffia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 103"
+represents: "us/states/mi/districts/house/103"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 103 (MI State House of Representatives District 103).
 
+Represents [MI State House of Representatives District 103](/us/states/mi/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/bill-schuette.md b/data/jurisdictions/us/states/mi/people/bill-schuette.md
index 1402b2092f..ed69723a1d 100644
--- a/data/jurisdictions/us/states/mi/people/bill-schuette.md
+++ b/data/jurisdictions/us/states/mi/people/bill-schuette.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 95"
+represents: "us/states/mi/districts/house/95"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 95 (MI State House of Representatives District 95).
 
+Represents [MI State House of Representatives District 95](/us/states/mi/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/brad-paquette.md b/data/jurisdictions/us/states/mi/people/brad-paquette.md
index 7f26f7df14..ff226f05b8 100644
--- a/data/jurisdictions/us/states/mi/people/brad-paquette.md
+++ b/data/jurisdictions/us/states/mi/people/brad-paquette.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 37"
+represents: "us/states/mi/districts/house/37"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 37 (MI State House of Representatives District 37).
 
+Represents [MI State House of Representatives District 37](/us/states/mi/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/brad-slagh.md b/data/jurisdictions/us/states/mi/people/brad-slagh.md
index cbe9c333fd..251a04fbbd 100644
--- a/data/jurisdictions/us/states/mi/people/brad-slagh.md
+++ b/data/jurisdictions/us/states/mi/people/brad-slagh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 85"
+represents: "us/states/mi/districts/house/85"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 85 (MI State House of Representatives District 85).
 
+Represents [MI State House of Representatives District 85](/us/states/mi/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/brenda-carter.md b/data/jurisdictions/us/states/mi/people/brenda-carter.md
index 19d0f4e6f5..29fac06ac0 100644
--- a/data/jurisdictions/us/states/mi/people/brenda-carter.md
+++ b/data/jurisdictions/us/states/mi/people/brenda-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 53"
+represents: "us/states/mi/districts/house/53"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 53 (MI State House of Representatives District 53).
 
+Represents [MI State House of Representatives District 53](/us/states/mi/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/brian-begole.md b/data/jurisdictions/us/states/mi/people/brian-begole.md
index aa4a13d2af..553be0652b 100644
--- a/data/jurisdictions/us/states/mi/people/brian-begole.md
+++ b/data/jurisdictions/us/states/mi/people/brian-begole.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 71"
+represents: "us/states/mi/districts/house/71"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 71 (MI State House of Representatives District 71).
 
+Represents [MI State House of Representatives District 71](/us/states/mi/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/bryan-posthumus.md b/data/jurisdictions/us/states/mi/people/bryan-posthumus.md
index bf00474c7f..db9081323f 100644
--- a/data/jurisdictions/us/states/mi/people/bryan-posthumus.md
+++ b/data/jurisdictions/us/states/mi/people/bryan-posthumus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 90"
+represents: "us/states/mi/districts/house/90"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 90 (MI State House of Representatives District 90).
 
+Represents [MI State House of Representatives District 90](/us/states/mi/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/cam-cavitt.md b/data/jurisdictions/us/states/mi/people/cam-cavitt.md
index a75b33b808..f294b928cb 100644
--- a/data/jurisdictions/us/states/mi/people/cam-cavitt.md
+++ b/data/jurisdictions/us/states/mi/people/cam-cavitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 106"
+represents: "us/states/mi/districts/house/106"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 106 (MI State House of Representatives District 106).
 
+Represents [MI State House of Representatives District 106](/us/states/mi/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/carol-glanville.md b/data/jurisdictions/us/states/mi/people/carol-glanville.md
index 5f732d00df..fe2d98df00 100644
--- a/data/jurisdictions/us/states/mi/people/carol-glanville.md
+++ b/data/jurisdictions/us/states/mi/people/carol-glanville.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 84"
+represents: "us/states/mi/districts/house/84"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 84 (MI State House of Representatives District 84).
 
+Represents [MI State House of Representatives District 84](/us/states/mi/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/carrie-rheingans.md b/data/jurisdictions/us/states/mi/people/carrie-rheingans.md
index c59d35dd61..c9cea3b19e 100644
--- a/data/jurisdictions/us/states/mi/people/carrie-rheingans.md
+++ b/data/jurisdictions/us/states/mi/people/carrie-rheingans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 47"
+represents: "us/states/mi/districts/house/47"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 47 (MI State House of Representatives District 47).
 
+Represents [MI State House of Representatives District 47](/us/states/mi/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/chedrick-greene.md b/data/jurisdictions/us/states/mi/people/chedrick-greene.md
index 7f5118d655..f5da4b1405 100644
--- a/data/jurisdictions/us/states/mi/people/chedrick-greene.md
+++ b/data/jurisdictions/us/states/mi/people/chedrick-greene.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 35"
+represents: "us/states/mi/districts/senate/35"
 tenure:
   start: "2026-05-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 35 (MI State Senate District 35).
 
+Represents [MI State Senate District 35](/us/states/mi/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/curt-vanderwall.md b/data/jurisdictions/us/states/mi/people/curt-vanderwall.md
index e6f9330fb6..d84aa8e9ef 100644
--- a/data/jurisdictions/us/states/mi/people/curt-vanderwall.md
+++ b/data/jurisdictions/us/states/mi/people/curt-vanderwall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 102"
+represents: "us/states/mi/districts/house/102"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 102 (MI State House of Representatives District 102).
 
+Represents [MI State House of Representatives District 102](/us/states/mi/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/cynthia-neeley.md b/data/jurisdictions/us/states/mi/people/cynthia-neeley.md
index 68e77d81ff..b77e52887a 100644
--- a/data/jurisdictions/us/states/mi/people/cynthia-neeley.md
+++ b/data/jurisdictions/us/states/mi/people/cynthia-neeley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 70"
+represents: "us/states/mi/districts/house/70"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 70 (MI State House of Representatives District 70).
 
+Represents [MI State House of Representatives District 70](/us/states/mi/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/dan-lauwers.md b/data/jurisdictions/us/states/mi/people/dan-lauwers.md
index 23e1dd8a92..72ab32118e 100644
--- a/data/jurisdictions/us/states/mi/people/dan-lauwers.md
+++ b/data/jurisdictions/us/states/mi/people/dan-lauwers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 25"
+represents: "us/states/mi/districts/senate/25"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 25 (MI State Senate District 25).
 
+Represents [MI State Senate District 25](/us/states/mi/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/darrin-camilleri.md b/data/jurisdictions/us/states/mi/people/darrin-camilleri.md
index 91627ad658..f4b9534ebc 100644
--- a/data/jurisdictions/us/states/mi/people/darrin-camilleri.md
+++ b/data/jurisdictions/us/states/mi/people/darrin-camilleri.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 4"
+represents: "us/states/mi/districts/senate/4"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 4 (MI State Senate District 4).
 
+Represents [MI State Senate District 4](/us/states/mi/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/dave-prestin.md b/data/jurisdictions/us/states/mi/people/dave-prestin.md
index 947d508611..38f7639abb 100644
--- a/data/jurisdictions/us/states/mi/people/dave-prestin.md
+++ b/data/jurisdictions/us/states/mi/people/dave-prestin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 108"
+represents: "us/states/mi/districts/house/108"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 108 (MI State House of Representatives District 108).
 
+Represents [MI State House of Representatives District 108](/us/states/mi/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/david-martin.md b/data/jurisdictions/us/states/mi/people/david-martin.md
index 26829c1c42..e1cc10f6a0 100644
--- a/data/jurisdictions/us/states/mi/people/david-martin.md
+++ b/data/jurisdictions/us/states/mi/people/david-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 68"
+represents: "us/states/mi/districts/house/68"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 68 (MI State House of Representatives District 68).
 
+Represents [MI State House of Representatives District 68](/us/states/mi/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/dayna-polehanki.md b/data/jurisdictions/us/states/mi/people/dayna-polehanki.md
index 0acd44613c..3f5854b4f7 100644
--- a/data/jurisdictions/us/states/mi/people/dayna-polehanki.md
+++ b/data/jurisdictions/us/states/mi/people/dayna-polehanki.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 5"
+represents: "us/states/mi/districts/senate/5"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 5 (MI State Senate District 5).
 
+Represents [MI State Senate District 5](/us/states/mi/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/denise-mentzer.md b/data/jurisdictions/us/states/mi/people/denise-mentzer.md
index f7f0212283..e6d30f7249 100644
--- a/data/jurisdictions/us/states/mi/people/denise-mentzer.md
+++ b/data/jurisdictions/us/states/mi/people/denise-mentzer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 61"
+represents: "us/states/mi/districts/house/61"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 61 (MI State House of Representatives District 61).
 
+Represents [MI State House of Representatives District 61](/us/states/mi/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/donavan-mckinney.md b/data/jurisdictions/us/states/mi/people/donavan-mckinney.md
index 5e77b9f8f4..e3b5cd4e6c 100644
--- a/data/jurisdictions/us/states/mi/people/donavan-mckinney.md
+++ b/data/jurisdictions/us/states/mi/people/donavan-mckinney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 11"
+represents: "us/states/mi/districts/house/11"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 11 (MI State House of Representatives District 11).
 
+Represents [MI State House of Representatives District 11](/us/states/mi/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/donni-steele.md b/data/jurisdictions/us/states/mi/people/donni-steele.md
index ab9407fadb..c431db515a 100644
--- a/data/jurisdictions/us/states/mi/people/donni-steele.md
+++ b/data/jurisdictions/us/states/mi/people/donni-steele.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 54"
+represents: "us/states/mi/districts/house/54"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 54 (MI State House of Representatives District 54).
 
+Represents [MI State House of Representatives District 54](/us/states/mi/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/doug-wozniak.md b/data/jurisdictions/us/states/mi/people/doug-wozniak.md
index 7ca69c6e86..3d82316fe8 100644
--- a/data/jurisdictions/us/states/mi/people/doug-wozniak.md
+++ b/data/jurisdictions/us/states/mi/people/doug-wozniak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 59"
+represents: "us/states/mi/districts/house/59"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 59 (MI State House of Representatives District 59).
 
+Represents [MI State House of Representatives District 59](/us/states/mi/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/dylan-wegela.md b/data/jurisdictions/us/states/mi/people/dylan-wegela.md
index 82b1219d24..99f1322089 100644
--- a/data/jurisdictions/us/states/mi/people/dylan-wegela.md
+++ b/data/jurisdictions/us/states/mi/people/dylan-wegela.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 26"
+represents: "us/states/mi/districts/house/26"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 26 (MI State House of Representatives District 26).
 
+Represents [MI State House of Representatives District 26](/us/states/mi/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/ed-mcbroom.md b/data/jurisdictions/us/states/mi/people/ed-mcbroom.md
index 19fa7de791..68e7958e2f 100644
--- a/data/jurisdictions/us/states/mi/people/ed-mcbroom.md
+++ b/data/jurisdictions/us/states/mi/people/ed-mcbroom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 38"
+represents: "us/states/mi/districts/senate/38"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 38 (MI State Senate District 38).
 
+Represents [MI State Senate District 38](/us/states/mi/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/emily-dievendorf.md b/data/jurisdictions/us/states/mi/people/emily-dievendorf.md
index f002609791..e363821cff 100644
--- a/data/jurisdictions/us/states/mi/people/emily-dievendorf.md
+++ b/data/jurisdictions/us/states/mi/people/emily-dievendorf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 77"
+represents: "us/states/mi/districts/house/77"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 77 (MI State House of Representatives District 77).
 
+Represents [MI State House of Representatives District 77](/us/states/mi/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/erika-geiss.md b/data/jurisdictions/us/states/mi/people/erika-geiss.md
index 9fdba0ee61..585d5f465b 100644
--- a/data/jurisdictions/us/states/mi/people/erika-geiss.md
+++ b/data/jurisdictions/us/states/mi/people/erika-geiss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 1"
+represents: "us/states/mi/districts/senate/1"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 1 (MI State Senate District 1).
 
+Represents [MI State Senate District 1](/us/states/mi/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/erin-byrnes.md b/data/jurisdictions/us/states/mi/people/erin-byrnes.md
index 0fd97ca40a..a3db8dd5eb 100644
--- a/data/jurisdictions/us/states/mi/people/erin-byrnes.md
+++ b/data/jurisdictions/us/states/mi/people/erin-byrnes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 15"
+represents: "us/states/mi/districts/house/15"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 15 (MI State House of Representatives District 15).
 
+Represents [MI State House of Representatives District 15](/us/states/mi/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/gina-johnsen.md b/data/jurisdictions/us/states/mi/people/gina-johnsen.md
index c65c53e983..9aceb9aa4a 100644
--- a/data/jurisdictions/us/states/mi/people/gina-johnsen.md
+++ b/data/jurisdictions/us/states/mi/people/gina-johnsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 78"
+represents: "us/states/mi/districts/house/78"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 78 (MI State House of Representatives District 78).
 
+Represents [MI State House of Representatives District 78](/us/states/mi/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/greg-alexander.md b/data/jurisdictions/us/states/mi/people/greg-alexander.md
index 6a5fa17d52..9f38f83c70 100644
--- a/data/jurisdictions/us/states/mi/people/greg-alexander.md
+++ b/data/jurisdictions/us/states/mi/people/greg-alexander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 98"
+represents: "us/states/mi/districts/house/98"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 98 (MI State House of Representatives District 98).
 
+Represents [MI State House of Representatives District 98](/us/states/mi/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/greg-markkanen.md b/data/jurisdictions/us/states/mi/people/greg-markkanen.md
index 4a9fe9f9ee..cbb889eb8d 100644
--- a/data/jurisdictions/us/states/mi/people/greg-markkanen.md
+++ b/data/jurisdictions/us/states/mi/people/greg-markkanen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 110"
+represents: "us/states/mi/districts/house/110"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 110 (MI State House of Representatives District 110).
 
+Represents [MI State House of Representatives District 110](/us/states/mi/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/greg-vanwoerkom.md b/data/jurisdictions/us/states/mi/people/greg-vanwoerkom.md
index c5b4657f45..f783c57572 100644
--- a/data/jurisdictions/us/states/mi/people/greg-vanwoerkom.md
+++ b/data/jurisdictions/us/states/mi/people/greg-vanwoerkom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 88"
+represents: "us/states/mi/districts/house/88"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 88 (MI State House of Representatives District 88).
 
+Represents [MI State House of Representatives District 88](/us/states/mi/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/helena-scott.md b/data/jurisdictions/us/states/mi/people/helena-scott.md
index 3ff011a773..7a443b7e27 100644
--- a/data/jurisdictions/us/states/mi/people/helena-scott.md
+++ b/data/jurisdictions/us/states/mi/people/helena-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 8"
+represents: "us/states/mi/districts/house/8"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 8 (MI State House of Representatives District 8).
 
+Represents [MI State House of Representatives District 8](/us/states/mi/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/j-r-roth.md b/data/jurisdictions/us/states/mi/people/j-r-roth.md
index 41f13e78aa..986153b6de 100644
--- a/data/jurisdictions/us/states/mi/people/j-r-roth.md
+++ b/data/jurisdictions/us/states/mi/people/j-r-roth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 104"
+represents: "us/states/mi/districts/house/104"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 104 (MI State House of Representatives District 104).
 
+Represents [MI State House of Representatives District 104](/us/states/mi/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jaime-greene.md b/data/jurisdictions/us/states/mi/people/jaime-greene.md
index 2dcfed76d2..8fd8fe6c97 100644
--- a/data/jurisdictions/us/states/mi/people/jaime-greene.md
+++ b/data/jurisdictions/us/states/mi/people/jaime-greene.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 65"
+represents: "us/states/mi/districts/house/65"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 65 (MI State House of Representatives District 65).
 
+Represents [MI State House of Representatives District 65](/us/states/mi/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jamie-thompson.md b/data/jurisdictions/us/states/mi/people/jamie-thompson.md
index 425d0f9740..342cc1e228 100644
--- a/data/jurisdictions/us/states/mi/people/jamie-thompson.md
+++ b/data/jurisdictions/us/states/mi/people/jamie-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 28"
+represents: "us/states/mi/districts/house/28"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 28 (MI State House of Representatives District 28).
 
+Represents [MI State House of Representatives District 28](/us/states/mi/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jason-hoskins.md b/data/jurisdictions/us/states/mi/people/jason-hoskins.md
index 188f1ab281..a2178e6a8b 100644
--- a/data/jurisdictions/us/states/mi/people/jason-hoskins.md
+++ b/data/jurisdictions/us/states/mi/people/jason-hoskins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 18"
+represents: "us/states/mi/districts/house/18"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 18 (MI State House of Representatives District 18).
 
+Represents [MI State House of Representatives District 18](/us/states/mi/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jason-morgan.md b/data/jurisdictions/us/states/mi/people/jason-morgan.md
index 527244a375..2cff08b058 100644
--- a/data/jurisdictions/us/states/mi/people/jason-morgan.md
+++ b/data/jurisdictions/us/states/mi/people/jason-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 23"
+represents: "us/states/mi/districts/house/23"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 23 (MI State House of Representatives District 23).
 
+Represents [MI State House of Representatives District 23](/us/states/mi/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jason-woolford.md b/data/jurisdictions/us/states/mi/people/jason-woolford.md
index 739f21a487..f1435b0e19 100644
--- a/data/jurisdictions/us/states/mi/people/jason-woolford.md
+++ b/data/jurisdictions/us/states/mi/people/jason-woolford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 50"
+represents: "us/states/mi/districts/house/50"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 50 (MI State House of Representatives District 50).
 
+Represents [MI State House of Representatives District 50](/us/states/mi/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jay-deboyer.md b/data/jurisdictions/us/states/mi/people/jay-deboyer.md
index 9451e25994..e96ccc5c1c 100644
--- a/data/jurisdictions/us/states/mi/people/jay-deboyer.md
+++ b/data/jurisdictions/us/states/mi/people/jay-deboyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 63"
+represents: "us/states/mi/districts/house/63"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 63 (MI State House of Representatives District 63).
 
+Represents [MI State House of Representatives District 63](/us/states/mi/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jaz-martus.md b/data/jurisdictions/us/states/mi/people/jaz-martus.md
index 55d129ea64..9797cfdd6c 100644
--- a/data/jurisdictions/us/states/mi/people/jaz-martus.md
+++ b/data/jurisdictions/us/states/mi/people/jaz-martus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 69"
+represents: "us/states/mi/districts/house/69"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 69 (MI State House of Representatives District 69).
 
+Represents [MI State House of Representatives District 69](/us/states/mi/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jeff-irwin.md b/data/jurisdictions/us/states/mi/people/jeff-irwin.md
index 75f26bae21..7ddace1552 100644
--- a/data/jurisdictions/us/states/mi/people/jeff-irwin.md
+++ b/data/jurisdictions/us/states/mi/people/jeff-irwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 15"
+represents: "us/states/mi/districts/senate/15"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 15 (MI State Senate District 15).
 
+Represents [MI State Senate District 15](/us/states/mi/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jennifer-conlin.md b/data/jurisdictions/us/states/mi/people/jennifer-conlin.md
index 4443861149..d0cb6093e5 100644
--- a/data/jurisdictions/us/states/mi/people/jennifer-conlin.md
+++ b/data/jurisdictions/us/states/mi/people/jennifer-conlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 48"
+represents: "us/states/mi/districts/house/48"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 48 (MI State House of Representatives District 48).
 
+Represents [MI State House of Representatives District 48](/us/states/mi/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jennifer-wortz.md b/data/jurisdictions/us/states/mi/people/jennifer-wortz.md
index 55aa3078ad..f69e47f5fa 100644
--- a/data/jurisdictions/us/states/mi/people/jennifer-wortz.md
+++ b/data/jurisdictions/us/states/mi/people/jennifer-wortz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 35"
+represents: "us/states/mi/districts/house/35"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 35 (MI State House of Representatives District 35).
 
+Represents [MI State House of Representatives District 35](/us/states/mi/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jeremy-moss.md b/data/jurisdictions/us/states/mi/people/jeremy-moss.md
index 0d94754b6e..a9645c076a 100644
--- a/data/jurisdictions/us/states/mi/people/jeremy-moss.md
+++ b/data/jurisdictions/us/states/mi/people/jeremy-moss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 7"
+represents: "us/states/mi/districts/senate/7"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 7 (MI State Senate District 7).
 
+Represents [MI State Senate District 7](/us/states/mi/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jerry-neyer.md b/data/jurisdictions/us/states/mi/people/jerry-neyer.md
index db970b9230..daa331ccc8 100644
--- a/data/jurisdictions/us/states/mi/people/jerry-neyer.md
+++ b/data/jurisdictions/us/states/mi/people/jerry-neyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 92"
+represents: "us/states/mi/districts/house/92"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 92 (MI State House of Representatives District 92).
 
+Represents [MI State House of Representatives District 92](/us/states/mi/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jim-desana.md b/data/jurisdictions/us/states/mi/people/jim-desana.md
index 8a0112426a..00ba2f9dd4 100644
--- a/data/jurisdictions/us/states/mi/people/jim-desana.md
+++ b/data/jurisdictions/us/states/mi/people/jim-desana.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 29"
+represents: "us/states/mi/districts/house/29"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 29 (MI State House of Representatives District 29).
 
+Represents [MI State House of Representatives District 29](/us/states/mi/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jim-runestad.md b/data/jurisdictions/us/states/mi/people/jim-runestad.md
index e84e63d605..73b1fd9edd 100644
--- a/data/jurisdictions/us/states/mi/people/jim-runestad.md
+++ b/data/jurisdictions/us/states/mi/people/jim-runestad.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 23"
+represents: "us/states/mi/districts/senate/23"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 23 (MI State Senate District 23).
 
+Represents [MI State Senate District 23](/us/states/mi/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jimmie-wilson.md b/data/jurisdictions/us/states/mi/people/jimmie-wilson.md
index 01a409da4b..f1ba60ff9f 100644
--- a/data/jurisdictions/us/states/mi/people/jimmie-wilson.md
+++ b/data/jurisdictions/us/states/mi/people/jimmie-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 32"
+represents: "us/states/mi/districts/house/32"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 32 (MI State House of Representatives District 32).
 
+Represents [MI State House of Representatives District 32](/us/states/mi/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/joe-aragona.md b/data/jurisdictions/us/states/mi/people/joe-aragona.md
index 3775d1a913..b8afea15b9 100644
--- a/data/jurisdictions/us/states/mi/people/joe-aragona.md
+++ b/data/jurisdictions/us/states/mi/people/joe-aragona.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 60"
+represents: "us/states/mi/districts/house/60"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 60 (MI State House of Representatives District 60).
 
+Represents [MI State House of Representatives District 60](/us/states/mi/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/joe-bellino.md b/data/jurisdictions/us/states/mi/people/joe-bellino.md
index 1a6d99430b..b63c1492e9 100644
--- a/data/jurisdictions/us/states/mi/people/joe-bellino.md
+++ b/data/jurisdictions/us/states/mi/people/joe-bellino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 16"
+represents: "us/states/mi/districts/senate/16"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 16 (MI State Senate District 16).
 
+Represents [MI State Senate District 16](/us/states/mi/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/joe-pavlov.md b/data/jurisdictions/us/states/mi/people/joe-pavlov.md
index 609c17b9eb..f68c87ee6c 100644
--- a/data/jurisdictions/us/states/mi/people/joe-pavlov.md
+++ b/data/jurisdictions/us/states/mi/people/joe-pavlov.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 64"
+represents: "us/states/mi/districts/house/64"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 64 (MI State House of Representatives District 64).
 
+Represents [MI State House of Representatives District 64](/us/states/mi/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/joe-tate.md b/data/jurisdictions/us/states/mi/people/joe-tate.md
index fb39335b92..8f6a706783 100644
--- a/data/jurisdictions/us/states/mi/people/joe-tate.md
+++ b/data/jurisdictions/us/states/mi/people/joe-tate.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 9"
+represents: "us/states/mi/districts/house/9"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 9 (MI State House of Representatives District 9).
 
+Represents [MI State House of Representatives District 9](/us/states/mi/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/joey-andrews.md b/data/jurisdictions/us/states/mi/people/joey-andrews.md
index a7f8b6b8e8..6b34a354f6 100644
--- a/data/jurisdictions/us/states/mi/people/joey-andrews.md
+++ b/data/jurisdictions/us/states/mi/people/joey-andrews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 38"
+represents: "us/states/mi/districts/house/38"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 38 (MI State House of Representatives District 38).
 
+Represents [MI State House of Representatives District 38](/us/states/mi/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/john-cherry.md b/data/jurisdictions/us/states/mi/people/john-cherry.md
index 91bde177aa..65da3d77ec 100644
--- a/data/jurisdictions/us/states/mi/people/john-cherry.md
+++ b/data/jurisdictions/us/states/mi/people/john-cherry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 27"
+represents: "us/states/mi/districts/senate/27"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 27 (MI State Senate District 27).
 
+Represents [MI State Senate District 27](/us/states/mi/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/john-damoose.md b/data/jurisdictions/us/states/mi/people/john-damoose.md
index 2621f92035..016cc51ab3 100644
--- a/data/jurisdictions/us/states/mi/people/john-damoose.md
+++ b/data/jurisdictions/us/states/mi/people/john-damoose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 37"
+represents: "us/states/mi/districts/senate/37"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 37 (MI State Senate District 37).
 
+Represents [MI State Senate District 37](/us/states/mi/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/john-fitzgerald.md b/data/jurisdictions/us/states/mi/people/john-fitzgerald.md
index fa70769cb7..96730657c1 100644
--- a/data/jurisdictions/us/states/mi/people/john-fitzgerald.md
+++ b/data/jurisdictions/us/states/mi/people/john-fitzgerald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 83"
+represents: "us/states/mi/districts/house/83"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 83 (MI State House of Representatives District 83).
 
+Represents [MI State House of Representatives District 83](/us/states/mi/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jon-bumstead.md b/data/jurisdictions/us/states/mi/people/jon-bumstead.md
index bc80c4eb7b..14929583fa 100644
--- a/data/jurisdictions/us/states/mi/people/jon-bumstead.md
+++ b/data/jurisdictions/us/states/mi/people/jon-bumstead.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 32"
+represents: "us/states/mi/districts/senate/32"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 32 (MI State Senate District 32).
 
+Represents [MI State Senate District 32](/us/states/mi/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/jonathan-lindsey.md b/data/jurisdictions/us/states/mi/people/jonathan-lindsey.md
index 8e60fec1c3..7e7dd9a29a 100644
--- a/data/jurisdictions/us/states/mi/people/jonathan-lindsey.md
+++ b/data/jurisdictions/us/states/mi/people/jonathan-lindsey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 17"
+represents: "us/states/mi/districts/senate/17"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 17 (MI State Senate District 17).
 
+Represents [MI State Senate District 17](/us/states/mi/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/joseph-fox.md b/data/jurisdictions/us/states/mi/people/joseph-fox.md
index ecc83c1880..d54465ebae 100644
--- a/data/jurisdictions/us/states/mi/people/joseph-fox.md
+++ b/data/jurisdictions/us/states/mi/people/joseph-fox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 101"
+represents: "us/states/mi/districts/house/101"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 101 (MI State House of Representatives District 101).
 
+Represents [MI State House of Representatives District 101](/us/states/mi/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/josh-schriver.md b/data/jurisdictions/us/states/mi/people/josh-schriver.md
index 0261685f17..f63e0129dc 100644
--- a/data/jurisdictions/us/states/mi/people/josh-schriver.md
+++ b/data/jurisdictions/us/states/mi/people/josh-schriver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 66"
+represents: "us/states/mi/districts/house/66"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 66 (MI State House of Representatives District 66).
 
+Represents [MI State House of Representatives District 66](/us/states/mi/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/julie-brixie.md b/data/jurisdictions/us/states/mi/people/julie-brixie.md
index 5ec5e15898..7cb869511b 100644
--- a/data/jurisdictions/us/states/mi/people/julie-brixie.md
+++ b/data/jurisdictions/us/states/mi/people/julie-brixie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 73"
+represents: "us/states/mi/districts/house/73"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 73 (MI State House of Representatives District 73).
 
+Represents [MI State House of Representatives District 73](/us/states/mi/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/julie-rogers.md b/data/jurisdictions/us/states/mi/people/julie-rogers.md
index e12463097a..618c00da61 100644
--- a/data/jurisdictions/us/states/mi/people/julie-rogers.md
+++ b/data/jurisdictions/us/states/mi/people/julie-rogers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 41"
+represents: "us/states/mi/districts/house/41"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 41 (MI State House of Representatives District 41).
 
+Represents [MI State House of Representatives District 41](/us/states/mi/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/kara-hope.md b/data/jurisdictions/us/states/mi/people/kara-hope.md
index 9d022297a4..cc06375cf3 100644
--- a/data/jurisdictions/us/states/mi/people/kara-hope.md
+++ b/data/jurisdictions/us/states/mi/people/kara-hope.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 74"
+represents: "us/states/mi/districts/house/74"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 74 (MI State House of Representatives District 74).
 
+Represents [MI State House of Representatives District 74](/us/states/mi/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/karen-whitsett.md b/data/jurisdictions/us/states/mi/people/karen-whitsett.md
index c047347b13..1b9f704223 100644
--- a/data/jurisdictions/us/states/mi/people/karen-whitsett.md
+++ b/data/jurisdictions/us/states/mi/people/karen-whitsett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 4"
+represents: "us/states/mi/districts/house/4"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 4 (MI State House of Representatives District 4).
 
+Represents [MI State House of Representatives District 4](/us/states/mi/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/karl-bohnak.md b/data/jurisdictions/us/states/mi/people/karl-bohnak.md
index 4682a38341..0538f41133 100644
--- a/data/jurisdictions/us/states/mi/people/karl-bohnak.md
+++ b/data/jurisdictions/us/states/mi/people/karl-bohnak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 109"
+represents: "us/states/mi/districts/house/109"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 109 (MI State House of Representatives District 109).
 
+Represents [MI State House of Representatives District 109](/us/states/mi/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/kathy-schmaltz.md b/data/jurisdictions/us/states/mi/people/kathy-schmaltz.md
index 3a52c4411a..7d35619182 100644
--- a/data/jurisdictions/us/states/mi/people/kathy-schmaltz.md
+++ b/data/jurisdictions/us/states/mi/people/kathy-schmaltz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 46"
+represents: "us/states/mi/districts/house/46"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 46 (MI State House of Representatives District 46).
 
+Represents [MI State House of Representatives District 46](/us/states/mi/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/kelly-breen.md b/data/jurisdictions/us/states/mi/people/kelly-breen.md
index 5381b068b5..bf84203f17 100644
--- a/data/jurisdictions/us/states/mi/people/kelly-breen.md
+++ b/data/jurisdictions/us/states/mi/people/kelly-breen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 21"
+represents: "us/states/mi/districts/house/21"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 21 (MI State House of Representatives District 21).
 
+Represents [MI State House of Representatives District 21](/us/states/mi/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/ken-borton.md b/data/jurisdictions/us/states/mi/people/ken-borton.md
index c556490c6c..e351ee5e31 100644
--- a/data/jurisdictions/us/states/mi/people/ken-borton.md
+++ b/data/jurisdictions/us/states/mi/people/ken-borton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 105"
+represents: "us/states/mi/districts/house/105"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 105 (MI State House of Representatives District 105).
 
+Represents [MI State House of Representatives District 105](/us/states/mi/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/kevin-daley.md b/data/jurisdictions/us/states/mi/people/kevin-daley.md
index 0bef1e8a57..1f4b9f2907 100644
--- a/data/jurisdictions/us/states/mi/people/kevin-daley.md
+++ b/data/jurisdictions/us/states/mi/people/kevin-daley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 26"
+represents: "us/states/mi/districts/senate/26"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 26 (MI State Senate District 26).
 
+Represents [MI State Senate District 26](/us/states/mi/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/kevin-hertel.md b/data/jurisdictions/us/states/mi/people/kevin-hertel.md
index 68308705e8..d90691923f 100644
--- a/data/jurisdictions/us/states/mi/people/kevin-hertel.md
+++ b/data/jurisdictions/us/states/mi/people/kevin-hertel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 12"
+represents: "us/states/mi/districts/senate/12"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 12 (MI State Senate District 12).
 
+Represents [MI State Senate District 12](/us/states/mi/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/kimberly-edwards.md b/data/jurisdictions/us/states/mi/people/kimberly-edwards.md
index a09b82d346..f0cdaa0f27 100644
--- a/data/jurisdictions/us/states/mi/people/kimberly-edwards.md
+++ b/data/jurisdictions/us/states/mi/people/kimberly-edwards.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 12"
+represents: "us/states/mi/districts/house/12"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 12 (MI State House of Representatives District 12).
 
+Represents [MI State House of Representatives District 12](/us/states/mi/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/kristian-grant.md b/data/jurisdictions/us/states/mi/people/kristian-grant.md
index f9f17b0798..7c93c3626c 100644
--- a/data/jurisdictions/us/states/mi/people/kristian-grant.md
+++ b/data/jurisdictions/us/states/mi/people/kristian-grant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 82"
+represents: "us/states/mi/districts/house/82"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 82 (MI State House of Representatives District 82).
 
+Represents [MI State House of Representatives District 82](/us/states/mi/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/lana-theis.md b/data/jurisdictions/us/states/mi/people/lana-theis.md
index 2d986e17c5..50c57c5b88 100644
--- a/data/jurisdictions/us/states/mi/people/lana-theis.md
+++ b/data/jurisdictions/us/states/mi/people/lana-theis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 22"
+represents: "us/states/mi/districts/senate/22"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 22 (MI State Senate District 22).
 
+Represents [MI State Senate District 22](/us/states/mi/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/laurie-pohutsky.md b/data/jurisdictions/us/states/mi/people/laurie-pohutsky.md
index c8e2d21c0a..88e4efe6a9 100644
--- a/data/jurisdictions/us/states/mi/people/laurie-pohutsky.md
+++ b/data/jurisdictions/us/states/mi/people/laurie-pohutsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 17"
+represents: "us/states/mi/districts/house/17"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 17 (MI State House of Representatives District 17).
 
+Represents [MI State House of Representatives District 17](/us/states/mi/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/luke-meerman.md b/data/jurisdictions/us/states/mi/people/luke-meerman.md
index b94aebdde5..141d4be287 100644
--- a/data/jurisdictions/us/states/mi/people/luke-meerman.md
+++ b/data/jurisdictions/us/states/mi/people/luke-meerman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 89"
+represents: "us/states/mi/districts/house/89"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 89 (MI State House of Representatives District 89).
 
+Represents [MI State House of Representatives District 89](/us/states/mi/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/mai-xiong.md b/data/jurisdictions/us/states/mi/people/mai-xiong.md
index f4ae2305b5..fd780203bf 100644
--- a/data/jurisdictions/us/states/mi/people/mai-xiong.md
+++ b/data/jurisdictions/us/states/mi/people/mai-xiong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 13"
+represents: "us/states/mi/districts/house/13"
 tenure:
   start: "2024-04-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 13 (MI State House of Representatives District 13).
 
+Represents [MI State House of Representatives District 13](/us/states/mi/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/mallory-mcmorrow.md b/data/jurisdictions/us/states/mi/people/mallory-mcmorrow.md
index 939bedae54..287fe8a4b3 100644
--- a/data/jurisdictions/us/states/mi/people/mallory-mcmorrow.md
+++ b/data/jurisdictions/us/states/mi/people/mallory-mcmorrow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 8"
+represents: "us/states/mi/districts/senate/8"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 8 (MI State Senate District 8).
 
+Represents [MI State Senate District 8](/us/states/mi/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/mark-huizenga.md b/data/jurisdictions/us/states/mi/people/mark-huizenga.md
index 3419539bcb..c8e256bc38 100644
--- a/data/jurisdictions/us/states/mi/people/mark-huizenga.md
+++ b/data/jurisdictions/us/states/mi/people/mark-huizenga.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 30"
+represents: "us/states/mi/districts/senate/30"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 30 (MI State Senate District 30).
 
+Represents [MI State Senate District 30](/us/states/mi/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/mark-tisdel.md b/data/jurisdictions/us/states/mi/people/mark-tisdel.md
index 4a0b7a037d..33a223b97c 100644
--- a/data/jurisdictions/us/states/mi/people/mark-tisdel.md
+++ b/data/jurisdictions/us/states/mi/people/mark-tisdel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 55"
+represents: "us/states/mi/districts/house/55"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 55 (MI State House of Representatives District 55).
 
+Represents [MI State House of Representatives District 55](/us/states/mi/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/mary-cavanagh.md b/data/jurisdictions/us/states/mi/people/mary-cavanagh.md
index 60d6ebad55..c79191dda8 100644
--- a/data/jurisdictions/us/states/mi/people/mary-cavanagh.md
+++ b/data/jurisdictions/us/states/mi/people/mary-cavanagh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 6"
+represents: "us/states/mi/districts/senate/6"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 6 (MI State Senate District 6).
 
+Represents [MI State Senate District 6](/us/states/mi/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/matt-bierlein.md b/data/jurisdictions/us/states/mi/people/matt-bierlein.md
index 026e068185..2eb90b14d0 100644
--- a/data/jurisdictions/us/states/mi/people/matt-bierlein.md
+++ b/data/jurisdictions/us/states/mi/people/matt-bierlein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 97"
+represents: "us/states/mi/districts/house/97"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 97 (MI State House of Representatives District 97).
 
+Represents [MI State House of Representatives District 97](/us/states/mi/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/matt-hall.md b/data/jurisdictions/us/states/mi/people/matt-hall.md
index d8b1924a70..5fcc5151f1 100644
--- a/data/jurisdictions/us/states/mi/people/matt-hall.md
+++ b/data/jurisdictions/us/states/mi/people/matt-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 42"
+represents: "us/states/mi/districts/house/42"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 42 (MI State House of Representatives District 42).
 
+Represents [MI State House of Representatives District 42](/us/states/mi/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/matt-koleszar.md b/data/jurisdictions/us/states/mi/people/matt-koleszar.md
index 1b12689fc7..91393e0ef6 100644
--- a/data/jurisdictions/us/states/mi/people/matt-koleszar.md
+++ b/data/jurisdictions/us/states/mi/people/matt-koleszar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 22"
+represents: "us/states/mi/districts/house/22"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 22 (MI State House of Representatives District 22).
 
+Represents [MI State House of Representatives District 22](/us/states/mi/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/matt-longjohn.md b/data/jurisdictions/us/states/mi/people/matt-longjohn.md
index 82f26f1200..aeda1c147c 100644
--- a/data/jurisdictions/us/states/mi/people/matt-longjohn.md
+++ b/data/jurisdictions/us/states/mi/people/matt-longjohn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 40"
+represents: "us/states/mi/districts/house/40"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 40 (MI State House of Representatives District 40).
 
+Represents [MI State House of Representatives District 40](/us/states/mi/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/matt-maddock.md b/data/jurisdictions/us/states/mi/people/matt-maddock.md
index a87d4f30d2..7d7c01183e 100644
--- a/data/jurisdictions/us/states/mi/people/matt-maddock.md
+++ b/data/jurisdictions/us/states/mi/people/matt-maddock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 51"
+represents: "us/states/mi/districts/house/51"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 51 (MI State House of Representatives District 51).
 
+Represents [MI State House of Representatives District 51](/us/states/mi/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/michael-webber.md b/data/jurisdictions/us/states/mi/people/michael-webber.md
index 900b5028ca..042f4833f4 100644
--- a/data/jurisdictions/us/states/mi/people/michael-webber.md
+++ b/data/jurisdictions/us/states/mi/people/michael-webber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 9"
+represents: "us/states/mi/districts/senate/9"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 9 (MI State Senate District 9).
 
+Represents [MI State Senate District 9](/us/states/mi/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/michele-hoitenga.md b/data/jurisdictions/us/states/mi/people/michele-hoitenga.md
index 9725029ef0..aae996e3d9 100644
--- a/data/jurisdictions/us/states/mi/people/michele-hoitenga.md
+++ b/data/jurisdictions/us/states/mi/people/michele-hoitenga.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 36"
+represents: "us/states/mi/districts/senate/36"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 36 (MI State Senate District 36).
 
+Represents [MI State Senate District 36](/us/states/mi/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/mike-harris.md b/data/jurisdictions/us/states/mi/people/mike-harris.md
index 9540f4905f..1ae66f0fd2 100644
--- a/data/jurisdictions/us/states/mi/people/mike-harris.md
+++ b/data/jurisdictions/us/states/mi/people/mike-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 52"
+represents: "us/states/mi/districts/house/52"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 52 (MI State House of Representatives District 52).
 
+Represents [MI State House of Representatives District 52](/us/states/mi/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/mike-hoadley.md b/data/jurisdictions/us/states/mi/people/mike-hoadley.md
index eab0ef137d..6632c1aeca 100644
--- a/data/jurisdictions/us/states/mi/people/mike-hoadley.md
+++ b/data/jurisdictions/us/states/mi/people/mike-hoadley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 99"
+represents: "us/states/mi/districts/house/99"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 99 (MI State House of Representatives District 99).
 
+Represents [MI State House of Representatives District 99](/us/states/mi/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/mike-mcfall.md b/data/jurisdictions/us/states/mi/people/mike-mcfall.md
index 0c3f4e2ec4..6a7ae1eb8c 100644
--- a/data/jurisdictions/us/states/mi/people/mike-mcfall.md
+++ b/data/jurisdictions/us/states/mi/people/mike-mcfall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 14"
+represents: "us/states/mi/districts/house/14"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 14 (MI State House of Representatives District 14).
 
+Represents [MI State House of Representatives District 14](/us/states/mi/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/mike-mueller.md b/data/jurisdictions/us/states/mi/people/mike-mueller.md
index dbe8f52d9c..8ced4d8025 100644
--- a/data/jurisdictions/us/states/mi/people/mike-mueller.md
+++ b/data/jurisdictions/us/states/mi/people/mike-mueller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 72"
+represents: "us/states/mi/districts/house/72"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 72 (MI State House of Representatives District 72).
 
+Represents [MI State House of Representatives District 72](/us/states/mi/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/morgan-foreman.md b/data/jurisdictions/us/states/mi/people/morgan-foreman.md
index bf69d1b7b5..402eeb0c85 100644
--- a/data/jurisdictions/us/states/mi/people/morgan-foreman.md
+++ b/data/jurisdictions/us/states/mi/people/morgan-foreman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 33"
+represents: "us/states/mi/districts/house/33"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 33 (MI State House of Representatives District 33).
 
+Represents [MI State House of Representatives District 33](/us/states/mi/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/nancy-deboer.md b/data/jurisdictions/us/states/mi/people/nancy-deboer.md
index ad3bc75571..b04e865f85 100644
--- a/data/jurisdictions/us/states/mi/people/nancy-deboer.md
+++ b/data/jurisdictions/us/states/mi/people/nancy-deboer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 86"
+represents: "us/states/mi/districts/house/86"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 86 (MI State House of Representatives District 86).
 
+Represents [MI State House of Representatives District 86](/us/states/mi/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/nancy-jenkins-arno.md b/data/jurisdictions/us/states/mi/people/nancy-jenkins-arno.md
index b97a569e6d..f2e93a06ce 100644
--- a/data/jurisdictions/us/states/mi/people/nancy-jenkins-arno.md
+++ b/data/jurisdictions/us/states/mi/people/nancy-jenkins-arno.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 34"
+represents: "us/states/mi/districts/house/34"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 34 (MI State House of Representatives District 34).
 
+Represents [MI State House of Representatives District 34](/us/states/mi/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/natalie-price.md b/data/jurisdictions/us/states/mi/people/natalie-price.md
index 9ec9a80f0d..56fce1b3d6 100644
--- a/data/jurisdictions/us/states/mi/people/natalie-price.md
+++ b/data/jurisdictions/us/states/mi/people/natalie-price.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 6"
+represents: "us/states/mi/districts/house/6"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 6 (MI State House of Representatives District 6).
 
+Represents [MI State House of Representatives District 6](/us/states/mi/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/noah-arbit.md b/data/jurisdictions/us/states/mi/people/noah-arbit.md
index 412d35f4a1..1626d0266a 100644
--- a/data/jurisdictions/us/states/mi/people/noah-arbit.md
+++ b/data/jurisdictions/us/states/mi/people/noah-arbit.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 20"
+represents: "us/states/mi/districts/house/20"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 20 (MI State House of Representatives District 20).
 
+Represents [MI State House of Representatives District 20](/us/states/mi/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/parker-fairbairn.md b/data/jurisdictions/us/states/mi/people/parker-fairbairn.md
index caf9c5fe09..93c3d198a2 100644
--- a/data/jurisdictions/us/states/mi/people/parker-fairbairn.md
+++ b/data/jurisdictions/us/states/mi/people/parker-fairbairn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 107"
+represents: "us/states/mi/districts/house/107"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 107 (MI State House of Representatives District 107).
 
+Represents [MI State House of Representatives District 107](/us/states/mi/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/pat-outman.md b/data/jurisdictions/us/states/mi/people/pat-outman.md
index bd08dbb775..a4f9b037a5 100644
--- a/data/jurisdictions/us/states/mi/people/pat-outman.md
+++ b/data/jurisdictions/us/states/mi/people/pat-outman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 91"
+represents: "us/states/mi/districts/house/91"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 91 (MI State House of Representatives District 91).
 
+Represents [MI State House of Representatives District 91](/us/states/mi/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/paul-wojno.md b/data/jurisdictions/us/states/mi/people/paul-wojno.md
index 009763cedb..28b815228b 100644
--- a/data/jurisdictions/us/states/mi/people/paul-wojno.md
+++ b/data/jurisdictions/us/states/mi/people/paul-wojno.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 10"
+represents: "us/states/mi/districts/senate/10"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 10 (MI State Senate District 10).
 
+Represents [MI State Senate District 10](/us/states/mi/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/pauline-wendzel.md b/data/jurisdictions/us/states/mi/people/pauline-wendzel.md
index bcb217a216..74b984b053 100644
--- a/data/jurisdictions/us/states/mi/people/pauline-wendzel.md
+++ b/data/jurisdictions/us/states/mi/people/pauline-wendzel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 39"
+represents: "us/states/mi/districts/house/39"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 39 (MI State House of Representatives District 39).
 
+Represents [MI State House of Representatives District 39](/us/states/mi/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/penelope-tsernoglou.md b/data/jurisdictions/us/states/mi/people/penelope-tsernoglou.md
index 541fb8e2c9..cbc2251296 100644
--- a/data/jurisdictions/us/states/mi/people/penelope-tsernoglou.md
+++ b/data/jurisdictions/us/states/mi/people/penelope-tsernoglou.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 75"
+represents: "us/states/mi/districts/house/75"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 75 (MI State House of Representatives District 75).
 
+Represents [MI State House of Representatives District 75](/us/states/mi/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/peter-herzberg.md b/data/jurisdictions/us/states/mi/people/peter-herzberg.md
index f3e615d538..62d1874053 100644
--- a/data/jurisdictions/us/states/mi/people/peter-herzberg.md
+++ b/data/jurisdictions/us/states/mi/people/peter-herzberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 25"
+represents: "us/states/mi/districts/house/25"
 tenure:
   start: "2024-04-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 25 (MI State House of Representatives District 25).
 
+Represents [MI State House of Representatives District 25](/us/states/mi/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/phil-green.md b/data/jurisdictions/us/states/mi/people/phil-green.md
index f236145411..142a1dbc18 100644
--- a/data/jurisdictions/us/states/mi/people/phil-green.md
+++ b/data/jurisdictions/us/states/mi/people/phil-green.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 67"
+represents: "us/states/mi/districts/house/67"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 67 (MI State House of Representatives District 67).
 
+Represents [MI State House of Representatives District 67](/us/states/mi/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/phil-skaggs.md b/data/jurisdictions/us/states/mi/people/phil-skaggs.md
index 43e7cf7987..a421cd41e9 100644
--- a/data/jurisdictions/us/states/mi/people/phil-skaggs.md
+++ b/data/jurisdictions/us/states/mi/people/phil-skaggs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 80"
+represents: "us/states/mi/districts/house/80"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 80 (MI State House of Representatives District 80).
 
+Represents [MI State House of Representatives District 80](/us/states/mi/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/rachelle-smit.md b/data/jurisdictions/us/states/mi/people/rachelle-smit.md
index c1284553bd..77bf924afa 100644
--- a/data/jurisdictions/us/states/mi/people/rachelle-smit.md
+++ b/data/jurisdictions/us/states/mi/people/rachelle-smit.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 43"
+represents: "us/states/mi/districts/house/43"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 43 (MI State House of Representatives District 43).
 
+Represents [MI State House of Representatives District 43](/us/states/mi/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/ranjeev-puri.md b/data/jurisdictions/us/states/mi/people/ranjeev-puri.md
index bf014bc252..fa952a2264 100644
--- a/data/jurisdictions/us/states/mi/people/ranjeev-puri.md
+++ b/data/jurisdictions/us/states/mi/people/ranjeev-puri.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 24"
+represents: "us/states/mi/districts/house/24"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 24 (MI State House of Representatives District 24).
 
+Represents [MI State House of Representatives District 24](/us/states/mi/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/reggie-miller.md b/data/jurisdictions/us/states/mi/people/reggie-miller.md
index 477c3c4664..c197adef8c 100644
--- a/data/jurisdictions/us/states/mi/people/reggie-miller.md
+++ b/data/jurisdictions/us/states/mi/people/reggie-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 31"
+represents: "us/states/mi/districts/house/31"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 31 (MI State House of Representatives District 31).
 
+Represents [MI State House of Representatives District 31](/us/states/mi/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/regina-weiss.md b/data/jurisdictions/us/states/mi/people/regina-weiss.md
index 161273ce14..f04f8a4a39 100644
--- a/data/jurisdictions/us/states/mi/people/regina-weiss.md
+++ b/data/jurisdictions/us/states/mi/people/regina-weiss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 5"
+represents: "us/states/mi/districts/house/5"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 5 (MI State House of Representatives District 5).
 
+Represents [MI State House of Representatives District 5](/us/states/mi/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/rick-outman.md b/data/jurisdictions/us/states/mi/people/rick-outman.md
index ffa35ef5bb..32939e03d8 100644
--- a/data/jurisdictions/us/states/mi/people/rick-outman.md
+++ b/data/jurisdictions/us/states/mi/people/rick-outman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 33"
+represents: "us/states/mi/districts/senate/33"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 33 (MI State Senate District 33).
 
+Represents [MI State Senate District 33](/us/states/mi/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/roger-hauck.md b/data/jurisdictions/us/states/mi/people/roger-hauck.md
index 6538f5c282..1d18aceb4c 100644
--- a/data/jurisdictions/us/states/mi/people/roger-hauck.md
+++ b/data/jurisdictions/us/states/mi/people/roger-hauck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 34"
+represents: "us/states/mi/districts/senate/34"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 34 (MI State Senate District 34).
 
+Represents [MI State Senate District 34](/us/states/mi/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/roger-victory.md b/data/jurisdictions/us/states/mi/people/roger-victory.md
index 4e963c1e61..7406b2306b 100644
--- a/data/jurisdictions/us/states/mi/people/roger-victory.md
+++ b/data/jurisdictions/us/states/mi/people/roger-victory.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 31"
+represents: "us/states/mi/districts/senate/31"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 31 (MI State Senate District 31).
 
+Represents [MI State Senate District 31](/us/states/mi/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/ron-robinson.md b/data/jurisdictions/us/states/mi/people/ron-robinson.md
index 632c932725..601b9af24a 100644
--- a/data/jurisdictions/us/states/mi/people/ron-robinson.md
+++ b/data/jurisdictions/us/states/mi/people/ron-robinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 58"
+represents: "us/states/mi/districts/house/58"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 58 (MI State House of Representatives District 58).
 
+Represents [MI State House of Representatives District 58](/us/states/mi/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/rosemary-bayer.md b/data/jurisdictions/us/states/mi/people/rosemary-bayer.md
index 8d5baf3f81..c6dd0a4395 100644
--- a/data/jurisdictions/us/states/mi/people/rosemary-bayer.md
+++ b/data/jurisdictions/us/states/mi/people/rosemary-bayer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 13"
+represents: "us/states/mi/districts/senate/13"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 13 (MI State Senate District 13).
 
+Represents [MI State Senate District 13](/us/states/mi/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/ruth-johnson.md b/data/jurisdictions/us/states/mi/people/ruth-johnson.md
index 0cc717565d..6d9f85a36f 100644
--- a/data/jurisdictions/us/states/mi/people/ruth-johnson.md
+++ b/data/jurisdictions/us/states/mi/people/ruth-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 24"
+represents: "us/states/mi/districts/senate/24"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 24 (MI State Senate District 24).
 
+Represents [MI State Senate District 24](/us/states/mi/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/rylee-linting.md b/data/jurisdictions/us/states/mi/people/rylee-linting.md
index 8c50b68154..b96931ec3f 100644
--- a/data/jurisdictions/us/states/mi/people/rylee-linting.md
+++ b/data/jurisdictions/us/states/mi/people/rylee-linting.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 27"
+represents: "us/states/mi/districts/house/27"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 27 (MI State House of Representatives District 27).
 
+Represents [MI State House of Representatives District 27](/us/states/mi/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/sam-singh.md b/data/jurisdictions/us/states/mi/people/sam-singh.md
index 56152ee436..c2dc730f07 100644
--- a/data/jurisdictions/us/states/mi/people/sam-singh.md
+++ b/data/jurisdictions/us/states/mi/people/sam-singh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 28"
+represents: "us/states/mi/districts/senate/28"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 28 (MI State Senate District 28).
 
+Represents [MI State Senate District 28](/us/states/mi/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/samantha-steckloff.md b/data/jurisdictions/us/states/mi/people/samantha-steckloff.md
index 22c52f139f..043c8097b4 100644
--- a/data/jurisdictions/us/states/mi/people/samantha-steckloff.md
+++ b/data/jurisdictions/us/states/mi/people/samantha-steckloff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 19"
+represents: "us/states/mi/districts/house/19"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 19 (MI State House of Representatives District 19).
 
+Represents [MI State House of Representatives District 19](/us/states/mi/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/sarah-anthony.md b/data/jurisdictions/us/states/mi/people/sarah-anthony.md
index 63db8d8123..51e53eb20e 100644
--- a/data/jurisdictions/us/states/mi/people/sarah-anthony.md
+++ b/data/jurisdictions/us/states/mi/people/sarah-anthony.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 21"
+represents: "us/states/mi/districts/senate/21"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 21 (MI State Senate District 21).
 
+Represents [MI State Senate District 21](/us/states/mi/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/sarah-lightner.md b/data/jurisdictions/us/states/mi/people/sarah-lightner.md
index 1c2ea0c402..11186090f2 100644
--- a/data/jurisdictions/us/states/mi/people/sarah-lightner.md
+++ b/data/jurisdictions/us/states/mi/people/sarah-lightner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 45"
+represents: "us/states/mi/districts/house/45"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 45 (MI State House of Representatives District 45).
 
+Represents [MI State House of Representatives District 45](/us/states/mi/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/sean-mccann.md b/data/jurisdictions/us/states/mi/people/sean-mccann.md
index 7b79ff31d8..3a33b7ae5d 100644
--- a/data/jurisdictions/us/states/mi/people/sean-mccann.md
+++ b/data/jurisdictions/us/states/mi/people/sean-mccann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 19"
+represents: "us/states/mi/districts/senate/19"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 19 (MI State Senate District 19).
 
+Represents [MI State Senate District 19](/us/states/mi/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/sharon-macdonell.md b/data/jurisdictions/us/states/mi/people/sharon-macdonell.md
index 0bb6ab7b51..3e55008b2d 100644
--- a/data/jurisdictions/us/states/mi/people/sharon-macdonell.md
+++ b/data/jurisdictions/us/states/mi/people/sharon-macdonell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 56"
+represents: "us/states/mi/districts/house/56"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 56 (MI State House of Representatives District 56).
 
+Represents [MI State House of Representatives District 56](/us/states/mi/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/stephanie-chang.md b/data/jurisdictions/us/states/mi/people/stephanie-chang.md
index ac1a6d8929..38da896d50 100644
--- a/data/jurisdictions/us/states/mi/people/stephanie-chang.md
+++ b/data/jurisdictions/us/states/mi/people/stephanie-chang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 3"
+represents: "us/states/mi/districts/senate/3"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 3 (MI State Senate District 3).
 
+Represents [MI State Senate District 3](/us/states/mi/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/stephanie-young.md b/data/jurisdictions/us/states/mi/people/stephanie-young.md
index db74f0c342..94e610847a 100644
--- a/data/jurisdictions/us/states/mi/people/stephanie-young.md
+++ b/data/jurisdictions/us/states/mi/people/stephanie-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 16"
+represents: "us/states/mi/districts/house/16"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 16 (MI State House of Representatives District 16).
 
+Represents [MI State House of Representatives District 16](/us/states/mi/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/stephen-wooden.md b/data/jurisdictions/us/states/mi/people/stephen-wooden.md
index 45ec9c8733..9550b3430f 100644
--- a/data/jurisdictions/us/states/mi/people/stephen-wooden.md
+++ b/data/jurisdictions/us/states/mi/people/stephen-wooden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 81"
+represents: "us/states/mi/districts/house/81"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 81 (MI State House of Representatives District 81).
 
+Represents [MI State House of Representatives District 81](/us/states/mi/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/steve-carra.md b/data/jurisdictions/us/states/mi/people/steve-carra.md
index 6e6c8e91be..a473939818 100644
--- a/data/jurisdictions/us/states/mi/people/steve-carra.md
+++ b/data/jurisdictions/us/states/mi/people/steve-carra.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 36"
+represents: "us/states/mi/districts/house/36"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 36 (MI State House of Representatives District 36).
 
+Represents [MI State House of Representatives District 36](/us/states/mi/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/steve-frisbie.md b/data/jurisdictions/us/states/mi/people/steve-frisbie.md
index 014dcfacff..51c88816a2 100644
--- a/data/jurisdictions/us/states/mi/people/steve-frisbie.md
+++ b/data/jurisdictions/us/states/mi/people/steve-frisbie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 44"
+represents: "us/states/mi/districts/house/44"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 44 (MI State House of Representatives District 44).
 
+Represents [MI State House of Representatives District 44](/us/states/mi/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/sue-shink.md b/data/jurisdictions/us/states/mi/people/sue-shink.md
index 422a6b1cd4..b3873e68fe 100644
--- a/data/jurisdictions/us/states/mi/people/sue-shink.md
+++ b/data/jurisdictions/us/states/mi/people/sue-shink.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 14"
+represents: "us/states/mi/districts/senate/14"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 14 (MI State Senate District 14).
 
+Represents [MI State Senate District 14](/us/states/mi/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/sylvia-santana.md b/data/jurisdictions/us/states/mi/people/sylvia-santana.md
index af912440e8..8b081824b0 100644
--- a/data/jurisdictions/us/states/mi/people/sylvia-santana.md
+++ b/data/jurisdictions/us/states/mi/people/sylvia-santana.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 2"
+represents: "us/states/mi/districts/senate/2"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 2 (MI State Senate District 2).
 
+Represents [MI State Senate District 2](/us/states/mi/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/thomas-albert.md b/data/jurisdictions/us/states/mi/people/thomas-albert.md
index 9a66437df4..6f85419adb 100644
--- a/data/jurisdictions/us/states/mi/people/thomas-albert.md
+++ b/data/jurisdictions/us/states/mi/people/thomas-albert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 18"
+represents: "us/states/mi/districts/senate/18"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 18 (MI State Senate District 18).
 
+Represents [MI State Senate District 18](/us/states/mi/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/tim-kelly.md b/data/jurisdictions/us/states/mi/people/tim-kelly.md
index b54bd88f42..8c63cbedf4 100644
--- a/data/jurisdictions/us/states/mi/people/tim-kelly.md
+++ b/data/jurisdictions/us/states/mi/people/tim-kelly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 93"
+represents: "us/states/mi/districts/house/93"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 93 (MI State House of Representatives District 93).
 
+Represents [MI State House of Representatives District 93](/us/states/mi/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/timmy-beson.md b/data/jurisdictions/us/states/mi/people/timmy-beson.md
index f12ddf655e..c48a216b5b 100644
--- a/data/jurisdictions/us/states/mi/people/timmy-beson.md
+++ b/data/jurisdictions/us/states/mi/people/timmy-beson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 96"
+represents: "us/states/mi/districts/house/96"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 96 (MI State House of Representatives District 96).
 
+Represents [MI State House of Representatives District 96](/us/states/mi/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/tom-kuhn.md b/data/jurisdictions/us/states/mi/people/tom-kuhn.md
index 7a41d0b082..fd73ac54c1 100644
--- a/data/jurisdictions/us/states/mi/people/tom-kuhn.md
+++ b/data/jurisdictions/us/states/mi/people/tom-kuhn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 57"
+represents: "us/states/mi/districts/house/57"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 57 (MI State House of Representatives District 57).
 
+Represents [MI State House of Representatives District 57](/us/states/mi/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/tom-kunse.md b/data/jurisdictions/us/states/mi/people/tom-kunse.md
index 700558bce7..e5f2e43df5 100644
--- a/data/jurisdictions/us/states/mi/people/tom-kunse.md
+++ b/data/jurisdictions/us/states/mi/people/tom-kunse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 100"
+represents: "us/states/mi/districts/house/100"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 100 (MI State House of Representatives District 100).
 
+Represents [MI State House of Representatives District 100](/us/states/mi/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/tonya-phillips.md b/data/jurisdictions/us/states/mi/people/tonya-phillips.md
index e16fb1e9b9..03c93ee224 100644
--- a/data/jurisdictions/us/states/mi/people/tonya-phillips.md
+++ b/data/jurisdictions/us/states/mi/people/tonya-phillips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 7"
+represents: "us/states/mi/districts/house/7"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 7 (MI State House of Representatives District 7).
 
+Represents [MI State House of Representatives District 7](/us/states/mi/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/tullio-liberati.md b/data/jurisdictions/us/states/mi/people/tullio-liberati.md
index a658c74241..0e6019c1e3 100644
--- a/data/jurisdictions/us/states/mi/people/tullio-liberati.md
+++ b/data/jurisdictions/us/states/mi/people/tullio-liberati.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 2"
+represents: "us/states/mi/districts/house/2"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 2 (MI State House of Representatives District 2).
 
+Represents [MI State House of Representatives District 2](/us/states/mi/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/veronica-klinefelt.md b/data/jurisdictions/us/states/mi/people/veronica-klinefelt.md
index 265ba5f046..d18f034033 100644
--- a/data/jurisdictions/us/states/mi/people/veronica-klinefelt.md
+++ b/data/jurisdictions/us/states/mi/people/veronica-klinefelt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 11"
+represents: "us/states/mi/districts/senate/11"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 11 (MI State Senate District 11).
 
+Represents [MI State Senate District 11](/us/states/mi/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/veronica-paiz.md b/data/jurisdictions/us/states/mi/people/veronica-paiz.md
index fb2e699242..45c6a35f98 100644
--- a/data/jurisdictions/us/states/mi/people/veronica-paiz.md
+++ b/data/jurisdictions/us/states/mi/people/veronica-paiz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 10"
+represents: "us/states/mi/districts/house/10"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 10 (MI State House of Representatives District 10).
 
+Represents [MI State House of Representatives District 10](/us/states/mi/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/will-bruck.md b/data/jurisdictions/us/states/mi/people/will-bruck.md
index 4ad1657eb7..5e98fe5c80 100644
--- a/data/jurisdictions/us/states/mi/people/will-bruck.md
+++ b/data/jurisdictions/us/states/mi/people/will-bruck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 30"
+represents: "us/states/mi/districts/house/30"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 30 (MI State House of Representatives District 30).
 
+Represents [MI State House of Representatives District 30](/us/states/mi/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/will-snyder.md b/data/jurisdictions/us/states/mi/people/will-snyder.md
index fd2efc801b..50022bb081 100644
--- a/data/jurisdictions/us/states/mi/people/will-snyder.md
+++ b/data/jurisdictions/us/states/mi/people/will-snyder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State House of Representatives District 87"
+represents: "us/states/mi/districts/house/87"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI House District 87 (MI State House of Representatives District 87).
 
+Represents [MI State House of Representatives District 87](/us/states/mi/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mi/people/winnie-brinks.md b/data/jurisdictions/us/states/mi/people/winnie-brinks.md
index 6e328383fc..b9971f519f 100644
--- a/data/jurisdictions/us/states/mi/people/winnie-brinks.md
+++ b/data/jurisdictions/us/states/mi/people/winnie-brinks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MI"
 district: "MI State Senate District 29"
+represents: "us/states/mi/districts/senate/29"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MI Senate District 29 (MI State Senate District 29).
 
+Represents [MI State Senate District 29](/us/states/mi/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/counties/aitkin/index.md b/data/jurisdictions/us/states/mn/counties/aitkin/index.md
index f005766fbc..c65e987f95 100644
--- a/data/jurisdictions/us/states/mn/counties/aitkin/index.md
+++ b/data/jurisdictions/us/states/mn/counties/aitkin/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 236
   hispanic: 244
   bachelors_plus: 3355
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/7"
+    rel: in-district
+    area_weight: 0.5113
+  - to: "us/states/mn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.4886
+  - to: "us/states/mn/districts/house/7a"
+    rel: in-district
+    area_weight: 0.5113
+  - to: "us/states/mn/districts/house/10a"
+    rel: in-district
+    area_weight: 0.4886
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 244 |
 | Bachelor's or higher | 3355 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 7](/us/states/mn/districts/senate/7.md) — 51% (state senate)
+- [MN Senate District 10](/us/states/mn/districts/senate/10.md) — 49% (state senate)
+- [MN House District 7A](/us/states/mn/districts/house/7a.md) — 51% (state house)
+- [MN House District 10A](/us/states/mn/districts/house/10a.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/anoka/index.md b/data/jurisdictions/us/states/mn/counties/anoka/index.md
index 7d08e779de..2ecc67bb47 100644
--- a/data/jurisdictions/us/states/mn/counties/anoka/index.md
+++ b/data/jurisdictions/us/states/mn/counties/anoka/index.md
@@ -22,9 +22,81 @@ demographics:
   race_native: 2053
   hispanic: 21612
   bachelors_plus: 105475
+districts:
+  - to: "us/states/mn/districts/06"
+    rel: in-district
+    area_weight: 0.8894
+  - to: "us/states/mn/districts/03"
+    rel: in-district
+    area_weight: 0.0736
+  - to: "us/states/mn/districts/05"
+    rel: in-district
+    area_weight: 0.0368
+  - to: "us/states/mn/districts/senate/31"
+    rel: in-district
+    area_weight: 0.4195
+  - to: "us/states/mn/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2289
+  - to: "us/states/mn/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0992
+  - to: "us/states/mn/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0841
+  - to: "us/states/mn/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0714
+  - to: "us/states/mn/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0549
+  - to: "us/states/mn/districts/senate/39"
+    rel: in-district
+    area_weight: 0.0369
+  - to: "us/states/mn/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0051
+  - to: "us/states/mn/districts/house/31b"
+    rel: in-district
+    area_weight: 0.3152
+  - to: "us/states/mn/districts/house/32a"
+    rel: in-district
+    area_weight: 0.1754
+  - to: "us/states/mn/districts/house/31a"
+    rel: in-district
+    area_weight: 0.1043
+  - to: "us/states/mn/districts/house/30b"
+    rel: in-district
+    area_weight: 0.0992
+  - to: "us/states/mn/districts/house/36a"
+    rel: in-district
+    area_weight: 0.0841
+  - to: "us/states/mn/districts/house/27b"
+    rel: in-district
+    area_weight: 0.0549
+  - to: "us/states/mn/districts/house/32b"
+    rel: in-district
+    area_weight: 0.0534
+  - to: "us/states/mn/districts/house/35a"
+    rel: in-district
+    area_weight: 0.0361
+  - to: "us/states/mn/districts/house/35b"
+    rel: in-district
+    area_weight: 0.0353
+  - to: "us/states/mn/districts/house/39a"
+    rel: in-district
+    area_weight: 0.0307
+  - to: "us/states/mn/districts/house/39b"
+    rel: in-district
+    area_weight: 0.0062
+  - to: "us/states/mn/districts/house/34b"
+    rel: in-district
+    area_weight: 0.0051
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +128,33 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 21612 |
 | Bachelor's or higher | 105475 |
 
+## Districts
+
+- [MN-06](/us/states/mn/districts/06.md) — 89% (congressional)
+- [MN-03](/us/states/mn/districts/03.md) — 7% (congressional)
+- [MN-05](/us/states/mn/districts/05.md) — 4% (congressional)
+- [MN Senate District 31](/us/states/mn/districts/senate/31.md) — 42% (state senate)
+- [MN Senate District 32](/us/states/mn/districts/senate/32.md) — 23% (state senate)
+- [MN Senate District 30](/us/states/mn/districts/senate/30.md) — 10% (state senate)
+- [MN Senate District 36](/us/states/mn/districts/senate/36.md) — 8% (state senate)
+- [MN Senate District 35](/us/states/mn/districts/senate/35.md) — 7% (state senate)
+- [MN Senate District 27](/us/states/mn/districts/senate/27.md) — 5% (state senate)
+- [MN Senate District 39](/us/states/mn/districts/senate/39.md) — 4% (state senate)
+- [MN Senate District 34](/us/states/mn/districts/senate/34.md) — 1% (state senate)
+- [MN House District 31B](/us/states/mn/districts/house/31b.md) — 32% (state house)
+- [MN House District 32A](/us/states/mn/districts/house/32a.md) — 18% (state house)
+- [MN House District 31A](/us/states/mn/districts/house/31a.md) — 10% (state house)
+- [MN House District 30B](/us/states/mn/districts/house/30b.md) — 10% (state house)
+- [MN House District 36A](/us/states/mn/districts/house/36a.md) — 8% (state house)
+- [MN House District 27B](/us/states/mn/districts/house/27b.md) — 5% (state house)
+- [MN House District 32B](/us/states/mn/districts/house/32b.md) — 5% (state house)
+- [MN House District 35A](/us/states/mn/districts/house/35a.md) — 4% (state house)
+- [MN House District 35B](/us/states/mn/districts/house/35b.md) — 4% (state house)
+- [MN House District 39A](/us/states/mn/districts/house/39a.md) — 3% (state house)
+- [MN House District 39B](/us/states/mn/districts/house/39b.md) — 1% (state house)
+- [MN House District 34B](/us/states/mn/districts/house/34b.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/becker/index.md b/data/jurisdictions/us/states/mn/counties/becker/index.md
index 2d73a6c4e7..724e1822bc 100644
--- a/data/jurisdictions/us/states/mn/counties/becker/index.md
+++ b/data/jurisdictions/us/states/mn/counties/becker/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1684
   hispanic: 702
   bachelors_plus: 9073
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.6472
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.3528
+  - to: "us/states/mn/districts/senate/5"
+    rel: in-district
+    area_weight: 0.4231
+  - to: "us/states/mn/districts/senate/2"
+    rel: in-district
+    area_weight: 0.3029
+  - to: "us/states/mn/districts/senate/4"
+    rel: in-district
+    area_weight: 0.2739
+  - to: "us/states/mn/districts/house/5a"
+    rel: in-district
+    area_weight: 0.4231
+  - to: "us/states/mn/districts/house/2b"
+    rel: in-district
+    area_weight: 0.3029
+  - to: "us/states/mn/districts/house/4b"
+    rel: in-district
+    area_weight: 0.2739
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 702 |
 | Bachelor's or higher | 9073 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 65% (congressional)
+- [MN-08](/us/states/mn/districts/08.md) — 35% (congressional)
+- [MN Senate District 5](/us/states/mn/districts/senate/5.md) — 42% (state senate)
+- [MN Senate District 2](/us/states/mn/districts/senate/2.md) — 30% (state senate)
+- [MN Senate District 4](/us/states/mn/districts/senate/4.md) — 27% (state senate)
+- [MN House District 5A](/us/states/mn/districts/house/5a.md) — 42% (state house)
+- [MN House District 2B](/us/states/mn/districts/house/2b.md) — 30% (state house)
+- [MN House District 4B](/us/states/mn/districts/house/4b.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/beltrami/index.md b/data/jurisdictions/us/states/mn/counties/beltrami/index.md
index 7f1980a646..0791184b9b 100644
--- a/data/jurisdictions/us/states/mn/counties/beltrami/index.md
+++ b/data/jurisdictions/us/states/mn/counties/beltrami/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 8972
   hispanic: 1187
   bachelors_plus: 12754
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/2a"
+    rel: in-district
+    area_weight: 0.7767
+  - to: "us/states/mn/districts/house/2b"
+    rel: in-district
+    area_weight: 0.2232
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1187 |
 | Bachelor's or higher | 12754 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 2](/us/states/mn/districts/senate/2.md) — 100% (state senate)
+- [MN House District 2A](/us/states/mn/districts/house/2a.md) — 78% (state house)
+- [MN House District 2B](/us/states/mn/districts/house/2b.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/benton/index.md b/data/jurisdictions/us/states/mn/counties/benton/index.md
index a9fb23355e..0c58de2365 100644
--- a/data/jurisdictions/us/states/mn/counties/benton/index.md
+++ b/data/jurisdictions/us/states/mn/counties/benton/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 115
   hispanic: 1460
   bachelors_plus: 9264
+districts:
+  - to: "us/states/mn/districts/06"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/mn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.873
+  - to: "us/states/mn/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0903
+  - to: "us/states/mn/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0367
+  - to: "us/states/mn/districts/house/10b"
+    rel: in-district
+    area_weight: 0.873
+  - to: "us/states/mn/districts/house/14b"
+    rel: in-district
+    area_weight: 0.0903
+  - to: "us/states/mn/districts/house/13b"
+    rel: in-district
+    area_weight: 0.0367
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 1460 |
 | Bachelor's or higher | 9264 |
 
+## Districts
+
+- [MN-06](/us/states/mn/districts/06.md) — 100% (congressional)
+- [MN Senate District 10](/us/states/mn/districts/senate/10.md) — 87% (state senate)
+- [MN Senate District 14](/us/states/mn/districts/senate/14.md) — 9% (state senate)
+- [MN Senate District 13](/us/states/mn/districts/senate/13.md) — 4% (state senate)
+- [MN House District 10B](/us/states/mn/districts/house/10b.md) — 87% (state house)
+- [MN House District 14B](/us/states/mn/districts/house/14b.md) — 9% (state house)
+- [MN House District 13B](/us/states/mn/districts/house/13b.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/big-stone/index.md b/data/jurisdictions/us/states/mn/counties/big-stone/index.md
index ebfae4033f..24afaa86fa 100644
--- a/data/jurisdictions/us/states/mn/counties/big-stone/index.md
+++ b/data/jurisdictions/us/states/mn/counties/big-stone/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 137
   bachelors_plus: 1315
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mn/districts/house/12a"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 137 |
 | Bachelor's or higher | 1315 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 12](/us/states/mn/districts/senate/12.md) — 100% (state senate)
+- [MN House District 12A](/us/states/mn/districts/house/12a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/blue-earth/index.md b/data/jurisdictions/us/states/mn/counties/blue-earth/index.md
index d6438139dd..81833a7a37 100644
--- a/data/jurisdictions/us/states/mn/counties/blue-earth/index.md
+++ b/data/jurisdictions/us/states/mn/counties/blue-earth/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 192
   hispanic: 3369
   bachelors_plus: 18459
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/senate/22"
+    rel: in-district
+    area_weight: 0.8197
+  - to: "us/states/mn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.1161
+  - to: "us/states/mn/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0642
+  - to: "us/states/mn/districts/house/22a"
+    rel: in-district
+    area_weight: 0.685
+  - to: "us/states/mn/districts/house/22b"
+    rel: in-district
+    area_weight: 0.1347
+  - to: "us/states/mn/districts/house/15b"
+    rel: in-district
+    area_weight: 0.1161
+  - to: "us/states/mn/districts/house/18a"
+    rel: in-district
+    area_weight: 0.038
+  - to: "us/states/mn/districts/house/18b"
+    rel: in-district
+    area_weight: 0.0262
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 3369 |
 | Bachelor's or higher | 18459 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 22](/us/states/mn/districts/senate/22.md) — 82% (state senate)
+- [MN Senate District 15](/us/states/mn/districts/senate/15.md) — 12% (state senate)
+- [MN Senate District 18](/us/states/mn/districts/senate/18.md) — 6% (state senate)
+- [MN House District 22A](/us/states/mn/districts/house/22a.md) — 68% (state house)
+- [MN House District 22B](/us/states/mn/districts/house/22b.md) — 13% (state house)
+- [MN House District 15B](/us/states/mn/districts/house/15b.md) — 12% (state house)
+- [MN House District 18A](/us/states/mn/districts/house/18a.md) — 4% (state house)
+- [MN House District 18B](/us/states/mn/districts/house/18b.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/brown/index.md b/data/jurisdictions/us/states/mn/counties/brown/index.md
index 0f18132a2b..0e31851d39 100644
--- a/data/jurisdictions/us/states/mn/counties/brown/index.md
+++ b/data/jurisdictions/us/states/mn/counties/brown/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 72
   hispanic: 1327
   bachelors_plus: 5782
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.623
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.377
+  - to: "us/states/mn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mn/districts/house/15b"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1327 |
 | Bachelor's or higher | 5782 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 62% (congressional)
+- [MN-07](/us/states/mn/districts/07.md) — 38% (congressional)
+- [MN Senate District 15](/us/states/mn/districts/senate/15.md) — 100% (state senate)
+- [MN House District 15B](/us/states/mn/districts/house/15b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/carlton/index.md b/data/jurisdictions/us/states/mn/counties/carlton/index.md
index 04e6bbd556..8ae44e1a89 100644
--- a/data/jurisdictions/us/states/mn/counties/carlton/index.md
+++ b/data/jurisdictions/us/states/mn/counties/carlton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1220
   hispanic: 711
   bachelors_plus: 9288
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mn/districts/house/11a"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 711 |
 | Bachelor's or higher | 9288 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 11](/us/states/mn/districts/senate/11.md) — 100% (state senate)
+- [MN House District 11A](/us/states/mn/districts/house/11a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/carver/index.md b/data/jurisdictions/us/states/mn/counties/carver/index.md
index 060599ae7c..5429925ef2 100644
--- a/data/jurisdictions/us/states/mn/counties/carver/index.md
+++ b/data/jurisdictions/us/states/mn/counties/carver/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 258
   hispanic: 5624
   bachelors_plus: 49515
+districts:
+  - to: "us/states/mn/districts/06"
+    rel: in-district
+    area_weight: 0.9974
+  - to: "us/states/mn/districts/senate/17"
+    rel: in-district
+    area_weight: 0.5975
+  - to: "us/states/mn/districts/senate/48"
+    rel: in-district
+    area_weight: 0.4023
+  - to: "us/states/mn/districts/house/17b"
+    rel: in-district
+    area_weight: 0.5975
+  - to: "us/states/mn/districts/house/48a"
+    rel: in-district
+    area_weight: 0.3119
+  - to: "us/states/mn/districts/house/48b"
+    rel: in-district
+    area_weight: 0.0904
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 5624 |
 | Bachelor's or higher | 49515 |
 
+## Districts
+
+- [MN-06](/us/states/mn/districts/06.md) — 100% (congressional)
+- [MN Senate District 17](/us/states/mn/districts/senate/17.md) — 60% (state senate)
+- [MN Senate District 48](/us/states/mn/districts/senate/48.md) — 40% (state senate)
+- [MN House District 17B](/us/states/mn/districts/house/17b.md) — 60% (state house)
+- [MN House District 48A](/us/states/mn/districts/house/48a.md) — 31% (state house)
+- [MN House District 48B](/us/states/mn/districts/house/48b.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/cass/index.md b/data/jurisdictions/us/states/mn/counties/cass/index.md
index d94f52d3c4..90f2e206ce 100644
--- a/data/jurisdictions/us/states/mn/counties/cass/index.md
+++ b/data/jurisdictions/us/states/mn/counties/cass/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 2857
   hispanic: 565
   bachelors_plus: 7663
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/mn/districts/senate/2"
+    rel: in-district
+    area_weight: 0.4303
+  - to: "us/states/mn/districts/senate/5"
+    rel: in-district
+    area_weight: 0.3467
+  - to: "us/states/mn/districts/senate/6"
+    rel: in-district
+    area_weight: 0.223
+  - to: "us/states/mn/districts/house/2b"
+    rel: in-district
+    area_weight: 0.4303
+  - to: "us/states/mn/districts/house/5a"
+    rel: in-district
+    area_weight: 0.2614
+  - to: "us/states/mn/districts/house/6a"
+    rel: in-district
+    area_weight: 0.223
+  - to: "us/states/mn/districts/house/5b"
+    rel: in-district
+    area_weight: 0.0853
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 565 |
 | Bachelor's or higher | 7663 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 2](/us/states/mn/districts/senate/2.md) — 43% (state senate)
+- [MN Senate District 5](/us/states/mn/districts/senate/5.md) — 35% (state senate)
+- [MN Senate District 6](/us/states/mn/districts/senate/6.md) — 22% (state senate)
+- [MN House District 2B](/us/states/mn/districts/house/2b.md) — 43% (state house)
+- [MN House District 5A](/us/states/mn/districts/house/5a.md) — 26% (state house)
+- [MN House District 6A](/us/states/mn/districts/house/6a.md) — 22% (state house)
+- [MN House District 5B](/us/states/mn/districts/house/5b.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/chippewa/index.md b/data/jurisdictions/us/states/mn/counties/chippewa/index.md
index af4ed62140..f24a97451e 100644
--- a/data/jurisdictions/us/states/mn/counties/chippewa/index.md
+++ b/data/jurisdictions/us/states/mn/counties/chippewa/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 173
   hispanic: 1307
   bachelors_plus: 2122
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9948
+  - to: "us/states/mn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0052
+  - to: "us/states/mn/districts/house/16a"
+    rel: in-district
+    area_weight: 0.9947
+  - to: "us/states/mn/districts/house/15a"
+    rel: in-district
+    area_weight: 0.0052
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1307 |
 | Bachelor's or higher | 2122 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 16](/us/states/mn/districts/senate/16.md) — 99% (state senate)
+- [MN Senate District 15](/us/states/mn/districts/senate/15.md) — 1% (state senate)
+- [MN House District 16A](/us/states/mn/districts/house/16a.md) — 99% (state house)
+- [MN House District 15A](/us/states/mn/districts/house/15a.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/chisago/index.md b/data/jurisdictions/us/states/mn/counties/chisago/index.md
index 56c6801bae..9c95391640 100644
--- a/data/jurisdictions/us/states/mn/counties/chisago/index.md
+++ b/data/jurisdictions/us/states/mn/counties/chisago/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 235
   hispanic: 1644
   bachelors_plus: 12971
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mn/districts/senate/28"
+    rel: in-district
+    area_weight: 0.8242
+  - to: "us/states/mn/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1755
+  - to: "us/states/mn/districts/house/28b"
+    rel: in-district
+    area_weight: 0.6722
+  - to: "us/states/mn/districts/house/11b"
+    rel: in-district
+    area_weight: 0.1755
+  - to: "us/states/mn/districts/house/28a"
+    rel: in-district
+    area_weight: 0.1519
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1644 |
 | Bachelor's or higher | 12971 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 28](/us/states/mn/districts/senate/28.md) — 82% (state senate)
+- [MN Senate District 11](/us/states/mn/districts/senate/11.md) — 18% (state senate)
+- [MN House District 28B](/us/states/mn/districts/house/28b.md) — 67% (state house)
+- [MN House District 11B](/us/states/mn/districts/house/11b.md) — 18% (state house)
+- [MN House District 28A](/us/states/mn/districts/house/28a.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/clay/index.md b/data/jurisdictions/us/states/mn/counties/clay/index.md
index 470feab772..cebb7b17e8 100644
--- a/data/jurisdictions/us/states/mn/counties/clay/index.md
+++ b/data/jurisdictions/us/states/mn/counties/clay/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 551
   hispanic: 3290
   bachelors_plus: 21016
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/mn/districts/senate/4"
+    rel: in-district
+    area_weight: 0.8994
+  - to: "us/states/mn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.1002
+  - to: "us/states/mn/districts/house/4b"
+    rel: in-district
+    area_weight: 0.8832
+  - to: "us/states/mn/districts/house/1b"
+    rel: in-district
+    area_weight: 0.1002
+  - to: "us/states/mn/districts/house/4a"
+    rel: in-district
+    area_weight: 0.0161
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 3290 |
 | Bachelor's or higher | 21016 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 4](/us/states/mn/districts/senate/4.md) — 90% (state senate)
+- [MN Senate District 1](/us/states/mn/districts/senate/1.md) — 10% (state senate)
+- [MN House District 4B](/us/states/mn/districts/house/4b.md) — 88% (state house)
+- [MN House District 1B](/us/states/mn/districts/house/1b.md) — 10% (state house)
+- [MN House District 4A](/us/states/mn/districts/house/4a.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/clearwater/index.md b/data/jurisdictions/us/states/mn/counties/clearwater/index.md
index 03e5a85f12..46f17a7b68 100644
--- a/data/jurisdictions/us/states/mn/counties/clearwater/index.md
+++ b/data/jurisdictions/us/states/mn/counties/clearwater/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 585
   hispanic: 81
   bachelors_plus: 1505
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/2"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/house/2b"
+    rel: in-district
+    area_weight: 0.6102
+  - to: "us/states/mn/districts/house/2a"
+    rel: in-district
+    area_weight: 0.3898
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 81 |
 | Bachelor's or higher | 1505 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 2](/us/states/mn/districts/senate/2.md) — 100% (state senate)
+- [MN House District 2B](/us/states/mn/districts/house/2b.md) — 61% (state house)
+- [MN House District 2A](/us/states/mn/districts/house/2a.md) — 39% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/cook/index.md b/data/jurisdictions/us/states/mn/counties/cook/index.md
index 47c646d4ab..a303e752da 100644
--- a/data/jurisdictions/us/states/mn/counties/cook/index.md
+++ b/data/jurisdictions/us/states/mn/counties/cook/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 347
   hispanic: 176
   bachelors_plus: 3023
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.4847
+  - to: "us/states/mn/districts/senate/3"
+    rel: in-district
+    area_weight: 0.4825
+  - to: "us/states/mn/districts/house/3a"
+    rel: in-district
+    area_weight: 0.4825
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 176 |
 | Bachelor's or higher | 3023 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 48% (congressional)
+- [MN Senate District 3](/us/states/mn/districts/senate/3.md) — 48% (state senate)
+- [MN House District 3A](/us/states/mn/districts/house/3a.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/cottonwood/index.md b/data/jurisdictions/us/states/mn/counties/cottonwood/index.md
index fc32956659..99cdc7e8bd 100644
--- a/data/jurisdictions/us/states/mn/counties/cottonwood/index.md
+++ b/data/jurisdictions/us/states/mn/counties/cottonwood/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 93
   hispanic: 1298
   bachelors_plus: 2285
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mn/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/21b"
+    rel: in-district
+    area_weight: 0.2212
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1298 |
 | Bachelor's or higher | 2285 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 21](/us/states/mn/districts/senate/21.md) — 100% (state senate)
+- [MN House District 21B](/us/states/mn/districts/house/21b.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/crow-wing/index.md b/data/jurisdictions/us/states/mn/counties/crow-wing/index.md
index 048638d968..20bd64d8b3 100644
--- a/data/jurisdictions/us/states/mn/counties/crow-wing/index.md
+++ b/data/jurisdictions/us/states/mn/counties/crow-wing/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 456
   hispanic: 1089
   bachelors_plus: 19232
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mn/districts/senate/6"
+    rel: in-district
+    area_weight: 0.7915
+  - to: "us/states/mn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2084
+  - to: "us/states/mn/districts/house/6a"
+    rel: in-district
+    area_weight: 0.5699
+  - to: "us/states/mn/districts/house/6b"
+    rel: in-district
+    area_weight: 0.2215
+  - to: "us/states/mn/districts/house/10a"
+    rel: in-district
+    area_weight: 0.2084
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1089 |
 | Bachelor's or higher | 19232 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 6](/us/states/mn/districts/senate/6.md) — 79% (state senate)
+- [MN Senate District 10](/us/states/mn/districts/senate/10.md) — 21% (state senate)
+- [MN House District 6A](/us/states/mn/districts/house/6a.md) — 57% (state house)
+- [MN House District 6B](/us/states/mn/districts/house/6b.md) — 22% (state house)
+- [MN House District 10A](/us/states/mn/districts/house/10a.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/dakota/index.md b/data/jurisdictions/us/states/mn/counties/dakota/index.md
index 0550665d4c..3fce4e7f13 100644
--- a/data/jurisdictions/us/states/mn/counties/dakota/index.md
+++ b/data/jurisdictions/us/states/mn/counties/dakota/index.md
@@ -22,9 +22,78 @@ demographics:
   race_native: 1944
   hispanic: 38684
   bachelors_plus: 182532
+districts:
+  - to: "us/states/mn/districts/02"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/mn/districts/senate/58"
+    rel: in-district
+    area_weight: 0.5108
+  - to: "us/states/mn/districts/senate/57"
+    rel: in-district
+    area_weight: 0.1253
+  - to: "us/states/mn/districts/senate/52"
+    rel: in-district
+    area_weight: 0.0784
+  - to: "us/states/mn/districts/senate/53"
+    rel: in-district
+    area_weight: 0.0738
+  - to: "us/states/mn/districts/senate/56"
+    rel: in-district
+    area_weight: 0.0651
+  - to: "us/states/mn/districts/senate/20"
+    rel: in-district
+    area_weight: 0.061
+  - to: "us/states/mn/districts/senate/41"
+    rel: in-district
+    area_weight: 0.0482
+  - to: "us/states/mn/districts/senate/55"
+    rel: in-district
+    area_weight: 0.0342
+  - to: "us/states/mn/districts/house/58b"
+    rel: in-district
+    area_weight: 0.5083
+  - to: "us/states/mn/districts/house/57a"
+    rel: in-district
+    area_weight: 0.0991
+  - to: "us/states/mn/districts/house/20a"
+    rel: in-district
+    area_weight: 0.061
+  - to: "us/states/mn/districts/house/53a"
+    rel: in-district
+    area_weight: 0.0583
+  - to: "us/states/mn/districts/house/41b"
+    rel: in-district
+    area_weight: 0.0482
+  - to: "us/states/mn/districts/house/56b"
+    rel: in-district
+    area_weight: 0.0433
+  - to: "us/states/mn/districts/house/52b"
+    rel: in-district
+    area_weight: 0.0427
+  - to: "us/states/mn/districts/house/52a"
+    rel: in-district
+    area_weight: 0.0357
+  - to: "us/states/mn/districts/house/57b"
+    rel: in-district
+    area_weight: 0.0262
+  - to: "us/states/mn/districts/house/55b"
+    rel: in-district
+    area_weight: 0.0245
+  - to: "us/states/mn/districts/house/56a"
+    rel: in-district
+    area_weight: 0.0219
+  - to: "us/states/mn/districts/house/53b"
+    rel: in-district
+    area_weight: 0.0155
+  - to: "us/states/mn/districts/house/55a"
+    rel: in-district
+    area_weight: 0.0096
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +125,32 @@ County jurisdiction.
 | Hispanic/Latino | 38684 |
 | Bachelor's or higher | 182532 |
 
+## Districts
+
+- [MN-02](/us/states/mn/districts/02.md) — 100% (congressional)
+- [MN Senate District 58](/us/states/mn/districts/senate/58.md) — 51% (state senate)
+- [MN Senate District 57](/us/states/mn/districts/senate/57.md) — 13% (state senate)
+- [MN Senate District 52](/us/states/mn/districts/senate/52.md) — 8% (state senate)
+- [MN Senate District 53](/us/states/mn/districts/senate/53.md) — 7% (state senate)
+- [MN Senate District 56](/us/states/mn/districts/senate/56.md) — 7% (state senate)
+- [MN Senate District 20](/us/states/mn/districts/senate/20.md) — 6% (state senate)
+- [MN Senate District 41](/us/states/mn/districts/senate/41.md) — 5% (state senate)
+- [MN Senate District 55](/us/states/mn/districts/senate/55.md) — 3% (state senate)
+- [MN House District 58B](/us/states/mn/districts/house/58b.md) — 51% (state house)
+- [MN House District 57A](/us/states/mn/districts/house/57a.md) — 10% (state house)
+- [MN House District 20A](/us/states/mn/districts/house/20a.md) — 6% (state house)
+- [MN House District 53A](/us/states/mn/districts/house/53a.md) — 6% (state house)
+- [MN House District 41B](/us/states/mn/districts/house/41b.md) — 5% (state house)
+- [MN House District 56B](/us/states/mn/districts/house/56b.md) — 4% (state house)
+- [MN House District 52B](/us/states/mn/districts/house/52b.md) — 4% (state house)
+- [MN House District 52A](/us/states/mn/districts/house/52a.md) — 4% (state house)
+- [MN House District 57B](/us/states/mn/districts/house/57b.md) — 3% (state house)
+- [MN House District 55B](/us/states/mn/districts/house/55b.md) — 2% (state house)
+- [MN House District 56A](/us/states/mn/districts/house/56a.md) — 2% (state house)
+- [MN House District 53B](/us/states/mn/districts/house/53b.md) — 2% (state house)
+- [MN House District 55A](/us/states/mn/districts/house/55a.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/dodge/index.md b/data/jurisdictions/us/states/mn/counties/dodge/index.md
index 6e63b64423..17c195beed 100644
--- a/data/jurisdictions/us/states/mn/counties/dodge/index.md
+++ b/data/jurisdictions/us/states/mn/counties/dodge/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 52
   hispanic: 1136
   bachelors_plus: 5524
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/24a"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1136 |
 | Bachelor's or higher | 5524 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 24](/us/states/mn/districts/senate/24.md) — 100% (state senate)
+- [MN House District 24A](/us/states/mn/districts/house/24a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/douglas/index.md b/data/jurisdictions/us/states/mn/counties/douglas/index.md
index 34d91f3526..a229a5a398 100644
--- a/data/jurisdictions/us/states/mn/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/mn/counties/douglas/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 81
   hispanic: 897
   bachelors_plus: 11162
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/9"
+    rel: in-district
+    area_weight: 0.5503
+  - to: "us/states/mn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.4497
+  - to: "us/states/mn/districts/house/9b"
+    rel: in-district
+    area_weight: 0.5502
+  - to: "us/states/mn/districts/house/12b"
+    rel: in-district
+    area_weight: 0.4497
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 897 |
 | Bachelor's or higher | 11162 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 9](/us/states/mn/districts/senate/9.md) — 55% (state senate)
+- [MN Senate District 12](/us/states/mn/districts/senate/12.md) — 45% (state senate)
+- [MN House District 9B](/us/states/mn/districts/house/9b.md) — 55% (state house)
+- [MN House District 12B](/us/states/mn/districts/house/12b.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/faribault/index.md b/data/jurisdictions/us/states/mn/counties/faribault/index.md
index c75870b23f..f6d0352e01 100644
--- a/data/jurisdictions/us/states/mn/counties/faribault/index.md
+++ b/data/jurisdictions/us/states/mn/counties/faribault/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 27
   hispanic: 1128
   bachelors_plus: 2699
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/senate/23"
+    rel: in-district
+    area_weight: 0.6494
+  - to: "us/states/mn/districts/senate/22"
+    rel: in-district
+    area_weight: 0.3506
+  - to: "us/states/mn/districts/house/23a"
+    rel: in-district
+    area_weight: 0.6494
+  - to: "us/states/mn/districts/house/22a"
+    rel: in-district
+    area_weight: 0.3506
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1128 |
 | Bachelor's or higher | 2699 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 23](/us/states/mn/districts/senate/23.md) — 65% (state senate)
+- [MN Senate District 22](/us/states/mn/districts/senate/22.md) — 35% (state senate)
+- [MN House District 23A](/us/states/mn/districts/house/23a.md) — 65% (state house)
+- [MN House District 22A](/us/states/mn/districts/house/22a.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/fillmore/index.md b/data/jurisdictions/us/states/mn/counties/fillmore/index.md
index 51216c5c50..64635c20ec 100644
--- a/data/jurisdictions/us/states/mn/counties/fillmore/index.md
+++ b/data/jurisdictions/us/states/mn/counties/fillmore/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 421
   bachelors_plus: 4668
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/26b"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 421 |
 | Bachelor's or higher | 4668 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 26](/us/states/mn/districts/senate/26.md) — 100% (state senate)
+- [MN House District 26B](/us/states/mn/districts/house/26b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/freeborn/index.md b/data/jurisdictions/us/states/mn/counties/freeborn/index.md
index ad589bdac5..26697d7037 100644
--- a/data/jurisdictions/us/states/mn/counties/freeborn/index.md
+++ b/data/jurisdictions/us/states/mn/counties/freeborn/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 91
   hispanic: 3302
   bachelors_plus: 5254
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/house/23a"
+    rel: in-district
+    area_weight: 0.7017
+  - to: "us/states/mn/districts/house/23b"
+    rel: in-district
+    area_weight: 0.2983
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3302 |
 | Bachelor's or higher | 5254 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 23](/us/states/mn/districts/senate/23.md) — 100% (state senate)
+- [MN House District 23A](/us/states/mn/districts/house/23a.md) — 70% (state house)
+- [MN House District 23B](/us/states/mn/districts/house/23b.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/goodhue/index.md b/data/jurisdictions/us/states/mn/counties/goodhue/index.md
index ef0a22ab23..f50aca68f5 100644
--- a/data/jurisdictions/us/states/mn/counties/goodhue/index.md
+++ b/data/jurisdictions/us/states/mn/counties/goodhue/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 451
   hispanic: 1964
   bachelors_plus: 12427
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/mn/districts/senate/20"
+    rel: in-district
+    area_weight: 0.7321
+  - to: "us/states/mn/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1913
+  - to: "us/states/mn/districts/senate/58"
+    rel: in-district
+    area_weight: 0.0765
+  - to: "us/states/mn/districts/house/20a"
+    rel: in-district
+    area_weight: 0.5505
+  - to: "us/states/mn/districts/house/19a"
+    rel: in-district
+    area_weight: 0.1913
+  - to: "us/states/mn/districts/house/20b"
+    rel: in-district
+    area_weight: 0.1816
+  - to: "us/states/mn/districts/house/58b"
+    rel: in-district
+    area_weight: 0.0765
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 1964 |
 | Bachelor's or higher | 12427 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 20](/us/states/mn/districts/senate/20.md) — 73% (state senate)
+- [MN Senate District 19](/us/states/mn/districts/senate/19.md) — 19% (state senate)
+- [MN Senate District 58](/us/states/mn/districts/senate/58.md) — 8% (state senate)
+- [MN House District 20A](/us/states/mn/districts/house/20a.md) — 55% (state house)
+- [MN House District 19A](/us/states/mn/districts/house/19a.md) — 19% (state house)
+- [MN House District 20B](/us/states/mn/districts/house/20b.md) — 18% (state house)
+- [MN House District 58B](/us/states/mn/districts/house/58b.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/grant/index.md b/data/jurisdictions/us/states/mn/counties/grant/index.md
index 15c9485e11..e250a3849b 100644
--- a/data/jurisdictions/us/states/mn/counties/grant/index.md
+++ b/data/jurisdictions/us/states/mn/counties/grant/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 164
   bachelors_plus: 1170
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/9"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/house/9a"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 164 |
 | Bachelor's or higher | 1170 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 9](/us/states/mn/districts/senate/9.md) — 100% (state senate)
+- [MN House District 9A](/us/states/mn/districts/house/9a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/hennepin/index.md b/data/jurisdictions/us/states/mn/counties/hennepin/index.md
index aa030a3ad8..ebe0896a31 100644
--- a/data/jurisdictions/us/states/mn/counties/hennepin/index.md
+++ b/data/jurisdictions/us/states/mn/counties/hennepin/index.md
@@ -22,9 +22,153 @@ demographics:
   race_native: 7884
   hispanic: 99318
   bachelors_plus: 661379
+districts:
+  - to: "us/states/mn/districts/03"
+    rel: in-district
+    area_weight: 0.7949
+  - to: "us/states/mn/districts/05"
+    rel: in-district
+    area_weight: 0.1974
+  - to: "us/states/mn/districts/06"
+    rel: in-district
+    area_weight: 0.0056
+  - to: "us/states/mn/districts/senate/37"
+    rel: in-district
+    area_weight: 0.2531
+  - to: "us/states/mn/districts/senate/45"
+    rel: in-district
+    area_weight: 0.1702
+  - to: "us/states/mn/districts/senate/34"
+    rel: in-district
+    area_weight: 0.1228
+  - to: "us/states/mn/districts/senate/49"
+    rel: in-district
+    area_weight: 0.0759
+  - to: "us/states/mn/districts/senate/42"
+    rel: in-district
+    area_weight: 0.0605
+  - to: "us/states/mn/districts/senate/51"
+    rel: in-district
+    area_weight: 0.055
+  - to: "us/states/mn/districts/senate/50"
+    rel: in-district
+    area_weight: 0.051
+  - to: "us/states/mn/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0424
+  - to: "us/states/mn/districts/senate/38"
+    rel: in-district
+    area_weight: 0.0353
+  - to: "us/states/mn/districts/senate/46"
+    rel: in-district
+    area_weight: 0.0335
+  - to: "us/states/mn/districts/senate/63"
+    rel: in-district
+    area_weight: 0.023
+  - to: "us/states/mn/districts/senate/60"
+    rel: in-district
+    area_weight: 0.0207
+  - to: "us/states/mn/districts/senate/61"
+    rel: in-district
+    area_weight: 0.02
+  - to: "us/states/mn/districts/senate/59"
+    rel: in-district
+    area_weight: 0.0184
+  - to: "us/states/mn/districts/senate/62"
+    rel: in-district
+    area_weight: 0.0111
+  - to: "us/states/mn/districts/house/37a"
+    rel: in-district
+    area_weight: 0.2139
+  - to: "us/states/mn/districts/house/45a"
+    rel: in-district
+    area_weight: 0.1241
+  - to: "us/states/mn/districts/house/34a"
+    rel: in-district
+    area_weight: 0.0977
+  - to: "us/states/mn/districts/house/45b"
+    rel: in-district
+    area_weight: 0.0461
+  - to: "us/states/mn/districts/house/49b"
+    rel: in-district
+    area_weight: 0.0406
+  - to: "us/states/mn/districts/house/37b"
+    rel: in-district
+    area_weight: 0.0392
+  - to: "us/states/mn/districts/house/49a"
+    rel: in-district
+    area_weight: 0.0353
+  - to: "us/states/mn/districts/house/42a"
+    rel: in-district
+    area_weight: 0.0321
+  - to: "us/states/mn/districts/house/50b"
+    rel: in-district
+    area_weight: 0.0306
+  - to: "us/states/mn/districts/house/51b"
+    rel: in-district
+    area_weight: 0.0294
+  - to: "us/states/mn/districts/house/42b"
+    rel: in-district
+    area_weight: 0.0284
+  - to: "us/states/mn/districts/house/51a"
+    rel: in-district
+    area_weight: 0.0256
+  - to: "us/states/mn/districts/house/43b"
+    rel: in-district
+    area_weight: 0.0253
+  - to: "us/states/mn/districts/house/34b"
+    rel: in-district
+    area_weight: 0.0251
+  - to: "us/states/mn/districts/house/50a"
+    rel: in-district
+    area_weight: 0.0204
+  - to: "us/states/mn/districts/house/46b"
+    rel: in-district
+    area_weight: 0.0191
+  - to: "us/states/mn/districts/house/38a"
+    rel: in-district
+    area_weight: 0.0181
+  - to: "us/states/mn/districts/house/38b"
+    rel: in-district
+    area_weight: 0.0172
+  - to: "us/states/mn/districts/house/43a"
+    rel: in-district
+    area_weight: 0.0171
+  - to: "us/states/mn/districts/house/60a"
+    rel: in-district
+    area_weight: 0.0149
+  - to: "us/states/mn/districts/house/46a"
+    rel: in-district
+    area_weight: 0.0144
+  - to: "us/states/mn/districts/house/63b"
+    rel: in-district
+    area_weight: 0.0125
+  - to: "us/states/mn/districts/house/61b"
+    rel: in-district
+    area_weight: 0.011
+  - to: "us/states/mn/districts/house/59a"
+    rel: in-district
+    area_weight: 0.0106
+  - to: "us/states/mn/districts/house/63a"
+    rel: in-district
+    area_weight: 0.0104
+  - to: "us/states/mn/districts/house/61a"
+    rel: in-district
+    area_weight: 0.009
+  - to: "us/states/mn/districts/house/59b"
+    rel: in-district
+    area_weight: 0.0078
+  - to: "us/states/mn/districts/house/62b"
+    rel: in-district
+    area_weight: 0.0067
+  - to: "us/states/mn/districts/house/60b"
+    rel: in-district
+    area_weight: 0.0058
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +200,57 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 99318 |
 | Bachelor's or higher | 661379 |
 
+## Districts
+
+- [MN-03](/us/states/mn/districts/03.md) — 79% (congressional)
+- [MN-05](/us/states/mn/districts/05.md) — 20% (congressional)
+- [MN-06](/us/states/mn/districts/06.md) — 1% (congressional)
+- [MN Senate District 37](/us/states/mn/districts/senate/37.md) — 25% (state senate)
+- [MN Senate District 45](/us/states/mn/districts/senate/45.md) — 17% (state senate)
+- [MN Senate District 34](/us/states/mn/districts/senate/34.md) — 12% (state senate)
+- [MN Senate District 49](/us/states/mn/districts/senate/49.md) — 8% (state senate)
+- [MN Senate District 42](/us/states/mn/districts/senate/42.md) — 6% (state senate)
+- [MN Senate District 51](/us/states/mn/districts/senate/51.md) — 6% (state senate)
+- [MN Senate District 50](/us/states/mn/districts/senate/50.md) — 5% (state senate)
+- [MN Senate District 43](/us/states/mn/districts/senate/43.md) — 4% (state senate)
+- [MN Senate District 38](/us/states/mn/districts/senate/38.md) — 4% (state senate)
+- [MN Senate District 46](/us/states/mn/districts/senate/46.md) — 3% (state senate)
+- [MN Senate District 63](/us/states/mn/districts/senate/63.md) — 2% (state senate)
+- [MN Senate District 60](/us/states/mn/districts/senate/60.md) — 2% (state senate)
+- [MN Senate District 61](/us/states/mn/districts/senate/61.md) — 2% (state senate)
+- [MN Senate District 59](/us/states/mn/districts/senate/59.md) — 2% (state senate)
+- [MN Senate District 62](/us/states/mn/districts/senate/62.md) — 1% (state senate)
+- [MN House District 37A](/us/states/mn/districts/house/37a.md) — 21% (state house)
+- [MN House District 45A](/us/states/mn/districts/house/45a.md) — 12% (state house)
+- [MN House District 34A](/us/states/mn/districts/house/34a.md) — 10% (state house)
+- [MN House District 45B](/us/states/mn/districts/house/45b.md) — 5% (state house)
+- [MN House District 49B](/us/states/mn/districts/house/49b.md) — 4% (state house)
+- [MN House District 37B](/us/states/mn/districts/house/37b.md) — 4% (state house)
+- [MN House District 49A](/us/states/mn/districts/house/49a.md) — 4% (state house)
+- [MN House District 42A](/us/states/mn/districts/house/42a.md) — 3% (state house)
+- [MN House District 50B](/us/states/mn/districts/house/50b.md) — 3% (state house)
+- [MN House District 51B](/us/states/mn/districts/house/51b.md) — 3% (state house)
+- [MN House District 42B](/us/states/mn/districts/house/42b.md) — 3% (state house)
+- [MN House District 51A](/us/states/mn/districts/house/51a.md) — 3% (state house)
+- [MN House District 43B](/us/states/mn/districts/house/43b.md) — 3% (state house)
+- [MN House District 34B](/us/states/mn/districts/house/34b.md) — 3% (state house)
+- [MN House District 50A](/us/states/mn/districts/house/50a.md) — 2% (state house)
+- [MN House District 46B](/us/states/mn/districts/house/46b.md) — 2% (state house)
+- [MN House District 38A](/us/states/mn/districts/house/38a.md) — 2% (state house)
+- [MN House District 38B](/us/states/mn/districts/house/38b.md) — 2% (state house)
+- [MN House District 43A](/us/states/mn/districts/house/43a.md) — 2% (state house)
+- [MN House District 60A](/us/states/mn/districts/house/60a.md) — 1% (state house)
+- [MN House District 46A](/us/states/mn/districts/house/46a.md) — 1% (state house)
+- [MN House District 63B](/us/states/mn/districts/house/63b.md) — 1% (state house)
+- [MN House District 61B](/us/states/mn/districts/house/61b.md) — 1% (state house)
+- [MN House District 59A](/us/states/mn/districts/house/59a.md) — 1% (state house)
+- [MN House District 63A](/us/states/mn/districts/house/63a.md) — 1% (state house)
+- [MN House District 61A](/us/states/mn/districts/house/61a.md) — 1% (state house)
+- [MN House District 59B](/us/states/mn/districts/house/59b.md) — 1% (state house)
+- [MN House District 62B](/us/states/mn/districts/house/62b.md) — 1% (state house)
+- [MN House District 60B](/us/states/mn/districts/house/60b.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/houston/index.md b/data/jurisdictions/us/states/mn/counties/houston/index.md
index 27b67f6bd5..6f0ea13602 100644
--- a/data/jurisdictions/us/states/mn/counties/houston/index.md
+++ b/data/jurisdictions/us/states/mn/counties/houston/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 45
   hispanic: 289
   bachelors_plus: 5205
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mn/districts/house/26b"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 289 |
 | Bachelor's or higher | 5205 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 26](/us/states/mn/districts/senate/26.md) — 100% (state senate)
+- [MN House District 26B](/us/states/mn/districts/house/26b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/hubbard/index.md b/data/jurisdictions/us/states/mn/counties/hubbard/index.md
index 0db8a6a6a0..5e068dbfdb 100644
--- a/data/jurisdictions/us/states/mn/counties/hubbard/index.md
+++ b/data/jurisdictions/us/states/mn/counties/hubbard/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 429
   hispanic: 575
   bachelors_plus: 6531
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.6669
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.3331
+  - to: "us/states/mn/districts/senate/5"
+    rel: in-district
+    area_weight: 0.6733
+  - to: "us/states/mn/districts/senate/2"
+    rel: in-district
+    area_weight: 0.3267
+  - to: "us/states/mn/districts/house/5a"
+    rel: in-district
+    area_weight: 0.6733
+  - to: "us/states/mn/districts/house/2b"
+    rel: in-district
+    area_weight: 0.3266
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 575 |
 | Bachelor's or higher | 6531 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 67% (congressional)
+- [MN-07](/us/states/mn/districts/07.md) — 33% (congressional)
+- [MN Senate District 5](/us/states/mn/districts/senate/5.md) — 67% (state senate)
+- [MN Senate District 2](/us/states/mn/districts/senate/2.md) — 33% (state senate)
+- [MN House District 5A](/us/states/mn/districts/house/5a.md) — 67% (state house)
+- [MN House District 2B](/us/states/mn/districts/house/2b.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/isanti/index.md b/data/jurisdictions/us/states/mn/counties/isanti/index.md
index e376903255..d7663d475b 100644
--- a/data/jurisdictions/us/states/mn/counties/isanti/index.md
+++ b/data/jurisdictions/us/states/mn/counties/isanti/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 179
   hispanic: 1102
   bachelors_plus: 7736
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/mn/districts/senate/28"
+    rel: in-district
+    area_weight: 0.6844
+  - to: "us/states/mn/districts/senate/27"
+    rel: in-district
+    area_weight: 0.166
+  - to: "us/states/mn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0803
+  - to: "us/states/mn/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0693
+  - to: "us/states/mn/districts/house/28a"
+    rel: in-district
+    area_weight: 0.6844
+  - to: "us/states/mn/districts/house/27b"
+    rel: in-district
+    area_weight: 0.166
+  - to: "us/states/mn/districts/house/10b"
+    rel: in-district
+    area_weight: 0.0803
+  - to: "us/states/mn/districts/house/31b"
+    rel: in-district
+    area_weight: 0.0693
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1102 |
 | Bachelor's or higher | 7736 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 28](/us/states/mn/districts/senate/28.md) — 68% (state senate)
+- [MN Senate District 27](/us/states/mn/districts/senate/27.md) — 17% (state senate)
+- [MN Senate District 10](/us/states/mn/districts/senate/10.md) — 8% (state senate)
+- [MN Senate District 31](/us/states/mn/districts/senate/31.md) — 7% (state senate)
+- [MN House District 28A](/us/states/mn/districts/house/28a.md) — 68% (state house)
+- [MN House District 27B](/us/states/mn/districts/house/27b.md) — 17% (state house)
+- [MN House District 10B](/us/states/mn/districts/house/10b.md) — 8% (state house)
+- [MN House District 31B](/us/states/mn/districts/house/31b.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/itasca/index.md b/data/jurisdictions/us/states/mn/counties/itasca/index.md
index 373a094cb6..342b7272e7 100644
--- a/data/jurisdictions/us/states/mn/counties/itasca/index.md
+++ b/data/jurisdictions/us/states/mn/counties/itasca/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 1162
   hispanic: 691
   bachelors_plus: 11694
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/3"
+    rel: in-district
+    area_weight: 0.4163
+  - to: "us/states/mn/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2955
+  - to: "us/states/mn/districts/senate/2"
+    rel: in-district
+    area_weight: 0.2017
+  - to: "us/states/mn/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0864
+  - to: "us/states/mn/districts/house/3a"
+    rel: in-district
+    area_weight: 0.4163
+  - to: "us/states/mn/districts/house/7a"
+    rel: in-district
+    area_weight: 0.2955
+  - to: "us/states/mn/districts/house/2b"
+    rel: in-district
+    area_weight: 0.2017
+  - to: "us/states/mn/districts/house/6a"
+    rel: in-district
+    area_weight: 0.0864
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 691 |
 | Bachelor's or higher | 11694 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 3](/us/states/mn/districts/senate/3.md) — 42% (state senate)
+- [MN Senate District 7](/us/states/mn/districts/senate/7.md) — 30% (state senate)
+- [MN Senate District 2](/us/states/mn/districts/senate/2.md) — 20% (state senate)
+- [MN Senate District 6](/us/states/mn/districts/senate/6.md) — 9% (state senate)
+- [MN House District 3A](/us/states/mn/districts/house/3a.md) — 42% (state house)
+- [MN House District 7A](/us/states/mn/districts/house/7a.md) — 30% (state house)
+- [MN House District 2B](/us/states/mn/districts/house/2b.md) — 20% (state house)
+- [MN House District 6A](/us/states/mn/districts/house/6a.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/jackson/index.md b/data/jurisdictions/us/states/mn/counties/jackson/index.md
index c4546d04e0..9280593564 100644
--- a/data/jurisdictions/us/states/mn/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/mn/counties/jackson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 484
   bachelors_plus: 2419
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/21b"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 484 |
 | Bachelor's or higher | 2419 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 21](/us/states/mn/districts/senate/21.md) — 100% (state senate)
+- [MN House District 21B](/us/states/mn/districts/house/21b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/kanabec/index.md b/data/jurisdictions/us/states/mn/counties/kanabec/index.md
index 52e0922c55..25ee22e521 100644
--- a/data/jurisdictions/us/states/mn/counties/kanabec/index.md
+++ b/data/jurisdictions/us/states/mn/counties/kanabec/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 106
   hispanic: 296
   bachelors_plus: 2496
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/11"
+    rel: in-district
+    area_weight: 0.5241
+  - to: "us/states/mn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.4759
+  - to: "us/states/mn/districts/house/11b"
+    rel: in-district
+    area_weight: 0.5241
+  - to: "us/states/mn/districts/house/10a"
+    rel: in-district
+    area_weight: 0.3381
+  - to: "us/states/mn/districts/house/10b"
+    rel: in-district
+    area_weight: 0.1377
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 296 |
 | Bachelor's or higher | 2496 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 11](/us/states/mn/districts/senate/11.md) — 52% (state senate)
+- [MN Senate District 10](/us/states/mn/districts/senate/10.md) — 48% (state senate)
+- [MN House District 11B](/us/states/mn/districts/house/11b.md) — 52% (state house)
+- [MN House District 10A](/us/states/mn/districts/house/10a.md) — 34% (state house)
+- [MN House District 10B](/us/states/mn/districts/house/10b.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/kandiyohi/index.md b/data/jurisdictions/us/states/mn/counties/kandiyohi/index.md
index d52d909d92..3383300177 100644
--- a/data/jurisdictions/us/states/mn/counties/kandiyohi/index.md
+++ b/data/jurisdictions/us/states/mn/counties/kandiyohi/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 227
   hispanic: 6484
   bachelors_plus: 10631
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/house/16b"
+    rel: in-district
+    area_weight: 0.8326
+  - to: "us/states/mn/districts/house/16a"
+    rel: in-district
+    area_weight: 0.1672
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 6484 |
 | Bachelor's or higher | 10631 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 16](/us/states/mn/districts/senate/16.md) — 100% (state senate)
+- [MN House District 16B](/us/states/mn/districts/house/16b.md) — 83% (state house)
+- [MN House District 16A](/us/states/mn/districts/house/16a.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/kittson/index.md b/data/jurisdictions/us/states/mn/counties/kittson/index.md
index 0f6dccfbe2..97be99ef67 100644
--- a/data/jurisdictions/us/states/mn/counties/kittson/index.md
+++ b/data/jurisdictions/us/states/mn/counties/kittson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 105
   bachelors_plus: 1016
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/mn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mn/districts/house/1a"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 105 |
 | Bachelor's or higher | 1016 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 1](/us/states/mn/districts/senate/1.md) — 100% (state senate)
+- [MN House District 1A](/us/states/mn/districts/house/1a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/koochiching/index.md b/data/jurisdictions/us/states/mn/counties/koochiching/index.md
index 01e2bab698..90f0cf506b 100644
--- a/data/jurisdictions/us/states/mn/counties/koochiching/index.md
+++ b/data/jurisdictions/us/states/mn/counties/koochiching/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 246
   hispanic: 182
   bachelors_plus: 2482
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/mn/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mn/districts/house/3a"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 182 |
 | Bachelor's or higher | 2482 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 3](/us/states/mn/districts/senate/3.md) — 100% (state senate)
+- [MN House District 3A](/us/states/mn/districts/house/3a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/lac-qui-parle/index.md b/data/jurisdictions/us/states/mn/counties/lac-qui-parle/index.md
index a4fe56a554..4e6feb52b4 100644
--- a/data/jurisdictions/us/states/mn/counties/lac-qui-parle/index.md
+++ b/data/jurisdictions/us/states/mn/counties/lac-qui-parle/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 230
   bachelors_plus: 1347
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mn/districts/house/15a"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 230 |
 | Bachelor's or higher | 1347 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 15](/us/states/mn/districts/senate/15.md) — 100% (state senate)
+- [MN House District 15A](/us/states/mn/districts/house/15a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/lake-of-the-woods/index.md b/data/jurisdictions/us/states/mn/counties/lake-of-the-woods/index.md
index 4fedb54280..d85ccac8fc 100644
--- a/data/jurisdictions/us/states/mn/counties/lake-of-the-woods/index.md
+++ b/data/jurisdictions/us/states/mn/counties/lake-of-the-woods/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 76
   hispanic: 60
   bachelors_plus: 941
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mn/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mn/districts/house/2a"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 60 |
 | Bachelor's or higher | 941 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 2](/us/states/mn/districts/senate/2.md) — 100% (state senate)
+- [MN House District 2A](/us/states/mn/districts/house/2a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/lake/index.md b/data/jurisdictions/us/states/mn/counties/lake/index.md
index f2d086103c..c3965b6426 100644
--- a/data/jurisdictions/us/states/mn/counties/lake/index.md
+++ b/data/jurisdictions/us/states/mn/counties/lake/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 46
   hispanic: 164
   bachelors_plus: 3017
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.7661
+  - to: "us/states/mn/districts/senate/3"
+    rel: in-district
+    area_weight: 0.7664
+  - to: "us/states/mn/districts/house/3a"
+    rel: in-district
+    area_weight: 0.7541
+  - to: "us/states/mn/districts/house/3b"
+    rel: in-district
+    area_weight: 0.0124
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 164 |
 | Bachelor's or higher | 3017 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 77% (congressional)
+- [MN Senate District 3](/us/states/mn/districts/senate/3.md) — 77% (state senate)
+- [MN House District 3A](/us/states/mn/districts/house/3a.md) — 75% (state house)
+- [MN House District 3B](/us/states/mn/districts/house/3b.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/le-sueur/index.md b/data/jurisdictions/us/states/mn/counties/le-sueur/index.md
index a8abb728d3..ce88cfb352 100644
--- a/data/jurisdictions/us/states/mn/counties/le-sueur/index.md
+++ b/data/jurisdictions/us/states/mn/counties/le-sueur/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 78
   hispanic: 2009
   bachelors_plus: 6894
+districts:
+  - to: "us/states/mn/districts/02"
+    rel: in-district
+    area_weight: 0.9963
+  - to: "us/states/mn/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9775
+  - to: "us/states/mn/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0223
+  - to: "us/states/mn/districts/house/22b"
+    rel: in-district
+    area_weight: 0.9775
+  - to: "us/states/mn/districts/house/18a"
+    rel: in-district
+    area_weight: 0.0223
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2009 |
 | Bachelor's or higher | 6894 |
 
+## Districts
+
+- [MN-02](/us/states/mn/districts/02.md) — 100% (congressional)
+- [MN Senate District 22](/us/states/mn/districts/senate/22.md) — 98% (state senate)
+- [MN Senate District 18](/us/states/mn/districts/senate/18.md) — 2% (state senate)
+- [MN House District 22B](/us/states/mn/districts/house/22b.md) — 98% (state house)
+- [MN House District 18A](/us/states/mn/districts/house/18a.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/lincoln/index.md b/data/jurisdictions/us/states/mn/counties/lincoln/index.md
index d46632c301..cd913e989e 100644
--- a/data/jurisdictions/us/states/mn/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/mn/counties/lincoln/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 21
   hispanic: 147
   bachelors_plus: 1295
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 147 |
 | Bachelor's or higher | 1295 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 21](/us/states/mn/districts/senate/21.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/lyon/index.md b/data/jurisdictions/us/states/mn/counties/lyon/index.md
index c6b71391b2..fcd0c1fadd 100644
--- a/data/jurisdictions/us/states/mn/counties/lyon/index.md
+++ b/data/jurisdictions/us/states/mn/counties/lyon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 171
   hispanic: 2014
   bachelors_plus: 6650
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/house/15a"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2014 |
 | Bachelor's or higher | 6650 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 15](/us/states/mn/districts/senate/15.md) — 100% (state senate)
+- [MN House District 15A](/us/states/mn/districts/house/15a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/mahnomen/index.md b/data/jurisdictions/us/states/mn/counties/mahnomen/index.md
index 919f3e5f24..b27f949a08 100644
--- a/data/jurisdictions/us/states/mn/counties/mahnomen/index.md
+++ b/data/jurisdictions/us/states/mn/counties/mahnomen/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1864
   hispanic: 218
   bachelors_plus: 678
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/2"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/house/2b"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 218 |
 | Bachelor's or higher | 678 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 2](/us/states/mn/districts/senate/2.md) — 100% (state senate)
+- [MN House District 2B](/us/states/mn/districts/house/2b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/marshall/index.md b/data/jurisdictions/us/states/mn/counties/marshall/index.md
index 5dbe3e0207..1b4674184e 100644
--- a/data/jurisdictions/us/states/mn/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/mn/counties/marshall/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 431
   bachelors_plus: 1397
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9969
+  - to: "us/states/mn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/1a"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 431 |
 | Bachelor's or higher | 1397 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 1](/us/states/mn/districts/senate/1.md) — 100% (state senate)
+- [MN House District 1A](/us/states/mn/districts/house/1a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/martin/index.md b/data/jurisdictions/us/states/mn/counties/martin/index.md
index a764e96f60..add741f9a3 100644
--- a/data/jurisdictions/us/states/mn/counties/martin/index.md
+++ b/data/jurisdictions/us/states/mn/counties/martin/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 49
   hispanic: 1421
   bachelors_plus: 4370
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/senate/22"
+    rel: in-district
+    area_weight: 0.8025
+  - to: "us/states/mn/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1974
+  - to: "us/states/mn/districts/house/22a"
+    rel: in-district
+    area_weight: 0.8025
+  - to: "us/states/mn/districts/house/21b"
+    rel: in-district
+    area_weight: 0.1974
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1421 |
 | Bachelor's or higher | 4370 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 22](/us/states/mn/districts/senate/22.md) — 80% (state senate)
+- [MN Senate District 21](/us/states/mn/districts/senate/21.md) — 20% (state senate)
+- [MN House District 22A](/us/states/mn/districts/house/22a.md) — 80% (state house)
+- [MN House District 21B](/us/states/mn/districts/house/21b.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/mcleod/index.md b/data/jurisdictions/us/states/mn/counties/mcleod/index.md
index 96a0bce335..0a4b5f5bf2 100644
--- a/data/jurisdictions/us/states/mn/counties/mcleod/index.md
+++ b/data/jurisdictions/us/states/mn/counties/mcleod/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 80
   hispanic: 2796
   bachelors_plus: 6842
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/17a"
+    rel: in-district
+    area_weight: 0.7896
+  - to: "us/states/mn/districts/house/17b"
+    rel: in-district
+    area_weight: 0.2103
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2796 |
 | Bachelor's or higher | 6842 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 17](/us/states/mn/districts/senate/17.md) — 100% (state senate)
+- [MN House District 17A](/us/states/mn/districts/house/17a.md) — 79% (state house)
+- [MN House District 17B](/us/states/mn/districts/house/17b.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/meeker/index.md b/data/jurisdictions/us/states/mn/counties/meeker/index.md
index 6106ba22d1..7d0cb146da 100644
--- a/data/jurisdictions/us/states/mn/counties/meeker/index.md
+++ b/data/jurisdictions/us/states/mn/counties/meeker/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 105
   hispanic: 1042
   bachelors_plus: 4222
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.6375
+  - to: "us/states/mn/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2785
+  - to: "us/states/mn/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0839
+  - to: "us/states/mn/districts/house/16a"
+    rel: in-district
+    area_weight: 0.6375
+  - to: "us/states/mn/districts/house/17a"
+    rel: in-district
+    area_weight: 0.2785
+  - to: "us/states/mn/districts/house/29a"
+    rel: in-district
+    area_weight: 0.0839
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1042 |
 | Bachelor's or higher | 4222 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 16](/us/states/mn/districts/senate/16.md) — 64% (state senate)
+- [MN Senate District 17](/us/states/mn/districts/senate/17.md) — 28% (state senate)
+- [MN Senate District 29](/us/states/mn/districts/senate/29.md) — 8% (state senate)
+- [MN House District 16A](/us/states/mn/districts/house/16a.md) — 64% (state house)
+- [MN House District 17A](/us/states/mn/districts/house/17a.md) — 28% (state house)
+- [MN House District 29A](/us/states/mn/districts/house/29a.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/mille-lacs/index.md b/data/jurisdictions/us/states/mn/counties/mille-lacs/index.md
index 504a41d820..9f25f05029 100644
--- a/data/jurisdictions/us/states/mn/counties/mille-lacs/index.md
+++ b/data/jurisdictions/us/states/mn/counties/mille-lacs/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 1196
   hispanic: 625
   bachelors_plus: 4456
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/mn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.8927
+  - to: "us/states/mn/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1073
+  - to: "us/states/mn/districts/house/10a"
+    rel: in-district
+    area_weight: 0.5318
+  - to: "us/states/mn/districts/house/10b"
+    rel: in-district
+    area_weight: 0.3609
+  - to: "us/states/mn/districts/house/27b"
+    rel: in-district
+    area_weight: 0.1073
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 625 |
 | Bachelor's or higher | 4456 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 10](/us/states/mn/districts/senate/10.md) — 89% (state senate)
+- [MN Senate District 27](/us/states/mn/districts/senate/27.md) — 11% (state senate)
+- [MN House District 10A](/us/states/mn/districts/house/10a.md) — 53% (state house)
+- [MN House District 10B](/us/states/mn/districts/house/10b.md) — 36% (state house)
+- [MN House District 27B](/us/states/mn/districts/house/27b.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/morrison/index.md b/data/jurisdictions/us/states/mn/counties/morrison/index.md
index c9361477ca..2309f82d2a 100644
--- a/data/jurisdictions/us/states/mn/counties/morrison/index.md
+++ b/data/jurisdictions/us/states/mn/counties/morrison/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 76
   hispanic: 658
   bachelors_plus: 5973
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/mn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.8985
+  - to: "us/states/mn/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1015
+  - to: "us/states/mn/districts/house/10a"
+    rel: in-district
+    area_weight: 0.5204
+  - to: "us/states/mn/districts/house/10b"
+    rel: in-district
+    area_weight: 0.3781
+  - to: "us/states/mn/districts/house/5b"
+    rel: in-district
+    area_weight: 0.1015
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 658 |
 | Bachelor's or higher | 5973 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 10](/us/states/mn/districts/senate/10.md) — 90% (state senate)
+- [MN Senate District 5](/us/states/mn/districts/senate/5.md) — 10% (state senate)
+- [MN House District 10A](/us/states/mn/districts/house/10a.md) — 52% (state house)
+- [MN House District 10B](/us/states/mn/districts/house/10b.md) — 38% (state house)
+- [MN House District 5B](/us/states/mn/districts/house/5b.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/mower/index.md b/data/jurisdictions/us/states/mn/counties/mower/index.md
index f1505a62b0..a93d87cafd 100644
--- a/data/jurisdictions/us/states/mn/counties/mower/index.md
+++ b/data/jurisdictions/us/states/mn/counties/mower/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 453
   hispanic: 5494
   bachelors_plus: 8608
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/23"
+    rel: in-district
+    area_weight: 0.8055
+  - to: "us/states/mn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.1945
+  - to: "us/states/mn/districts/house/23b"
+    rel: in-district
+    area_weight: 0.8055
+  - to: "us/states/mn/districts/house/26b"
+    rel: in-district
+    area_weight: 0.1945
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 5494 |
 | Bachelor's or higher | 8608 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 23](/us/states/mn/districts/senate/23.md) — 81% (state senate)
+- [MN Senate District 26](/us/states/mn/districts/senate/26.md) — 19% (state senate)
+- [MN House District 23B](/us/states/mn/districts/house/23b.md) — 81% (state house)
+- [MN House District 26B](/us/states/mn/districts/house/26b.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/murray/index.md b/data/jurisdictions/us/states/mn/counties/murray/index.md
index 920c5c2c89..69a5807747 100644
--- a/data/jurisdictions/us/states/mn/counties/murray/index.md
+++ b/data/jurisdictions/us/states/mn/counties/murray/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 17
   hispanic: 420
   bachelors_plus: 1695
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/21"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 420 |
 | Bachelor's or higher | 1695 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 21](/us/states/mn/districts/senate/21.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/nicollet/index.md b/data/jurisdictions/us/states/mn/counties/nicollet/index.md
index d02d6cc529..be9ba7ef54 100644
--- a/data/jurisdictions/us/states/mn/counties/nicollet/index.md
+++ b/data/jurisdictions/us/states/mn/counties/nicollet/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 145
   hispanic: 1871
   bachelors_plus: 10725
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/mn/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/mn/districts/house/18a"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1871 |
 | Bachelor's or higher | 10725 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 18](/us/states/mn/districts/senate/18.md) — 100% (state senate)
+- [MN House District 18A](/us/states/mn/districts/house/18a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/nobles/index.md b/data/jurisdictions/us/states/mn/counties/nobles/index.md
index 3e8a61192c..e9cd36a15a 100644
--- a/data/jurisdictions/us/states/mn/counties/nobles/index.md
+++ b/data/jurisdictions/us/states/mn/counties/nobles/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 695
   hispanic: 7594
   bachelors_plus: 3115
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/senate/21"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/house/21b"
+    rel: in-district
+    area_weight: 0.5999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7594 |
 | Bachelor's or higher | 3115 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 21](/us/states/mn/districts/senate/21.md) — 100% (state senate)
+- [MN House District 21B](/us/states/mn/districts/house/21b.md) — 60% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/norman/index.md b/data/jurisdictions/us/states/mn/counties/norman/index.md
index efb3bc11dd..1b471232e7 100644
--- a/data/jurisdictions/us/states/mn/counties/norman/index.md
+++ b/data/jurisdictions/us/states/mn/counties/norman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 109
   hispanic: 352
   bachelors_plus: 1250
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/mn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mn/districts/house/1b"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 352 |
 | Bachelor's or higher | 1250 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 1](/us/states/mn/districts/senate/1.md) — 100% (state senate)
+- [MN House District 1B](/us/states/mn/districts/house/1b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/olmsted/index.md b/data/jurisdictions/us/states/mn/counties/olmsted/index.md
index 1819c14246..c2eda56862 100644
--- a/data/jurisdictions/us/states/mn/counties/olmsted/index.md
+++ b/data/jurisdictions/us/states/mn/counties/olmsted/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 289
   hispanic: 9814
   bachelors_plus: 79324
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/20"
+    rel: in-district
+    area_weight: 0.5366
+  - to: "us/states/mn/districts/senate/24"
+    rel: in-district
+    area_weight: 0.3035
+  - to: "us/states/mn/districts/senate/25"
+    rel: in-district
+    area_weight: 0.1598
+  - to: "us/states/mn/districts/house/20b"
+    rel: in-district
+    area_weight: 0.5366
+  - to: "us/states/mn/districts/house/24a"
+    rel: in-district
+    area_weight: 0.2574
+  - to: "us/states/mn/districts/house/25a"
+    rel: in-district
+    area_weight: 0.1416
+  - to: "us/states/mn/districts/house/24b"
+    rel: in-district
+    area_weight: 0.0461
+  - to: "us/states/mn/districts/house/25b"
+    rel: in-district
+    area_weight: 0.0182
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 9814 |
 | Bachelor's or higher | 79324 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 20](/us/states/mn/districts/senate/20.md) — 54% (state senate)
+- [MN Senate District 24](/us/states/mn/districts/senate/24.md) — 30% (state senate)
+- [MN Senate District 25](/us/states/mn/districts/senate/25.md) — 16% (state senate)
+- [MN House District 20B](/us/states/mn/districts/house/20b.md) — 54% (state house)
+- [MN House District 24A](/us/states/mn/districts/house/24a.md) — 26% (state house)
+- [MN House District 25A](/us/states/mn/districts/house/25a.md) — 14% (state house)
+- [MN House District 24B](/us/states/mn/districts/house/24b.md) — 5% (state house)
+- [MN House District 25B](/us/states/mn/districts/house/25b.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/otter-tail/index.md b/data/jurisdictions/us/states/mn/counties/otter-tail/index.md
index 0c7017cdeb..3b1fa0f751 100644
--- a/data/jurisdictions/us/states/mn/counties/otter-tail/index.md
+++ b/data/jurisdictions/us/states/mn/counties/otter-tail/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 140
   hispanic: 2397
   bachelors_plus: 16387
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/9"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/house/9b"
+    rel: in-district
+    area_weight: 0.7105
+  - to: "us/states/mn/districts/house/9a"
+    rel: in-district
+    area_weight: 0.2895
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2397 |
 | Bachelor's or higher | 16387 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 9](/us/states/mn/districts/senate/9.md) — 100% (state senate)
+- [MN House District 9B](/us/states/mn/districts/house/9b.md) — 71% (state house)
+- [MN House District 9A](/us/states/mn/districts/house/9a.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/pennington/index.md b/data/jurisdictions/us/states/mn/counties/pennington/index.md
index 7e0c0eec3c..2ac23ac6b7 100644
--- a/data/jurisdictions/us/states/mn/counties/pennington/index.md
+++ b/data/jurisdictions/us/states/mn/counties/pennington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 50
   hispanic: 678
   bachelors_plus: 2559
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/1a"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 678 |
 | Bachelor's or higher | 2559 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 1](/us/states/mn/districts/senate/1.md) — 100% (state senate)
+- [MN House District 1A](/us/states/mn/districts/house/1a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/pine/index.md b/data/jurisdictions/us/states/mn/counties/pine/index.md
index 477c486e45..bfc9f9176c 100644
--- a/data/jurisdictions/us/states/mn/counties/pine/index.md
+++ b/data/jurisdictions/us/states/mn/counties/pine/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 692
   hispanic: 838
   bachelors_plus: 5017
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mn/districts/house/11b"
+    rel: in-district
+    area_weight: 0.6921
+  - to: "us/states/mn/districts/house/11a"
+    rel: in-district
+    area_weight: 0.3077
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 838 |
 | Bachelor's or higher | 5017 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 100% (congressional)
+- [MN Senate District 11](/us/states/mn/districts/senate/11.md) — 100% (state senate)
+- [MN House District 11B](/us/states/mn/districts/house/11b.md) — 69% (state house)
+- [MN House District 11A](/us/states/mn/districts/house/11a.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/pipestone/index.md b/data/jurisdictions/us/states/mn/counties/pipestone/index.md
index 78e7af52cd..fa6ce570ac 100644
--- a/data/jurisdictions/us/states/mn/counties/pipestone/index.md
+++ b/data/jurisdictions/us/states/mn/counties/pipestone/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 116
   hispanic: 799
   bachelors_plus: 1769
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mn/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 799 |
 | Bachelor's or higher | 1769 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 21](/us/states/mn/districts/senate/21.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/polk/index.md b/data/jurisdictions/us/states/mn/counties/polk/index.md
index d37917102d..258f6843e2 100644
--- a/data/jurisdictions/us/states/mn/counties/polk/index.md
+++ b/data/jurisdictions/us/states/mn/counties/polk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 232
   hispanic: 2122
   bachelors_plus: 7663
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/mn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/house/1b"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2122 |
 | Bachelor's or higher | 7663 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 1](/us/states/mn/districts/senate/1.md) — 100% (state senate)
+- [MN House District 1B](/us/states/mn/districts/house/1b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/pope/index.md b/data/jurisdictions/us/states/mn/counties/pope/index.md
index 1dd0095dd9..d7792ee035 100644
--- a/data/jurisdictions/us/states/mn/counties/pope/index.md
+++ b/data/jurisdictions/us/states/mn/counties/pope/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 51
   hispanic: 236
   bachelors_plus: 2556
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/house/12a"
+    rel: in-district
+    area_weight: 0.8495
+  - to: "us/states/mn/districts/house/12b"
+    rel: in-district
+    area_weight: 0.1505
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 236 |
 | Bachelor's or higher | 2556 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 12](/us/states/mn/districts/senate/12.md) — 100% (state senate)
+- [MN House District 12A](/us/states/mn/districts/house/12a.md) — 85% (state house)
+- [MN House District 12B](/us/states/mn/districts/house/12b.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/ramsey/index.md b/data/jurisdictions/us/states/mn/counties/ramsey/index.md
index 1dfecf6174..4dcdede166 100644
--- a/data/jurisdictions/us/states/mn/counties/ramsey/index.md
+++ b/data/jurisdictions/us/states/mn/counties/ramsey/index.md
@@ -22,9 +22,93 @@ demographics:
   race_native: 2995
   hispanic: 45588
   bachelors_plus: 235050
+districts:
+  - to: "us/states/mn/districts/04"
+    rel: in-district
+    area_weight: 0.9922
+  - to: "us/states/mn/districts/05"
+    rel: in-district
+    area_weight: 0.0058
+  - to: "us/states/mn/districts/senate/40"
+    rel: in-district
+    area_weight: 0.241
+  - to: "us/states/mn/districts/senate/36"
+    rel: in-district
+    area_weight: 0.2205
+  - to: "us/states/mn/districts/senate/44"
+    rel: in-district
+    area_weight: 0.1164
+  - to: "us/states/mn/districts/senate/67"
+    rel: in-district
+    area_weight: 0.1051
+  - to: "us/states/mn/districts/senate/66"
+    rel: in-district
+    area_weight: 0.0979
+  - to: "us/states/mn/districts/senate/64"
+    rel: in-district
+    area_weight: 0.0844
+  - to: "us/states/mn/districts/senate/65"
+    rel: in-district
+    area_weight: 0.0746
+  - to: "us/states/mn/districts/senate/47"
+    rel: in-district
+    area_weight: 0.0338
+  - to: "us/states/mn/districts/senate/39"
+    rel: in-district
+    area_weight: 0.0262
+  - to: "us/states/mn/districts/house/40a"
+    rel: in-district
+    area_weight: 0.137
+  - to: "us/states/mn/districts/house/36b"
+    rel: in-district
+    area_weight: 0.1259
+  - to: "us/states/mn/districts/house/40b"
+    rel: in-district
+    area_weight: 0.104
+  - to: "us/states/mn/districts/house/44a"
+    rel: in-district
+    area_weight: 0.0971
+  - to: "us/states/mn/districts/house/36a"
+    rel: in-district
+    area_weight: 0.0946
+  - to: "us/states/mn/districts/house/67b"
+    rel: in-district
+    area_weight: 0.0709
+  - to: "us/states/mn/districts/house/66a"
+    rel: in-district
+    area_weight: 0.0656
+  - to: "us/states/mn/districts/house/64b"
+    rel: in-district
+    area_weight: 0.0519
+  - to: "us/states/mn/districts/house/65b"
+    rel: in-district
+    area_weight: 0.043
+  - to: "us/states/mn/districts/house/67a"
+    rel: in-district
+    area_weight: 0.0343
+  - to: "us/states/mn/districts/house/47a"
+    rel: in-district
+    area_weight: 0.0338
+  - to: "us/states/mn/districts/house/64a"
+    rel: in-district
+    area_weight: 0.0324
+  - to: "us/states/mn/districts/house/66b"
+    rel: in-district
+    area_weight: 0.0323
+  - to: "us/states/mn/districts/house/65a"
+    rel: in-district
+    area_weight: 0.0316
+  - to: "us/states/mn/districts/house/39b"
+    rel: in-district
+    area_weight: 0.0259
+  - to: "us/states/mn/districts/house/44b"
+    rel: in-district
+    area_weight: 0.0193
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +140,37 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 45588 |
 | Bachelor's or higher | 235050 |
 
+## Districts
+
+- [MN-04](/us/states/mn/districts/04.md) — 99% (congressional)
+- [MN-05](/us/states/mn/districts/05.md) — 1% (congressional)
+- [MN Senate District 40](/us/states/mn/districts/senate/40.md) — 24% (state senate)
+- [MN Senate District 36](/us/states/mn/districts/senate/36.md) — 22% (state senate)
+- [MN Senate District 44](/us/states/mn/districts/senate/44.md) — 12% (state senate)
+- [MN Senate District 67](/us/states/mn/districts/senate/67.md) — 11% (state senate)
+- [MN Senate District 66](/us/states/mn/districts/senate/66.md) — 10% (state senate)
+- [MN Senate District 64](/us/states/mn/districts/senate/64.md) — 8% (state senate)
+- [MN Senate District 65](/us/states/mn/districts/senate/65.md) — 7% (state senate)
+- [MN Senate District 47](/us/states/mn/districts/senate/47.md) — 3% (state senate)
+- [MN Senate District 39](/us/states/mn/districts/senate/39.md) — 3% (state senate)
+- [MN House District 40A](/us/states/mn/districts/house/40a.md) — 14% (state house)
+- [MN House District 36B](/us/states/mn/districts/house/36b.md) — 13% (state house)
+- [MN House District 40B](/us/states/mn/districts/house/40b.md) — 10% (state house)
+- [MN House District 44A](/us/states/mn/districts/house/44a.md) — 10% (state house)
+- [MN House District 36A](/us/states/mn/districts/house/36a.md) — 9% (state house)
+- [MN House District 67B](/us/states/mn/districts/house/67b.md) — 7% (state house)
+- [MN House District 66A](/us/states/mn/districts/house/66a.md) — 7% (state house)
+- [MN House District 64B](/us/states/mn/districts/house/64b.md) — 5% (state house)
+- [MN House District 65B](/us/states/mn/districts/house/65b.md) — 4% (state house)
+- [MN House District 67A](/us/states/mn/districts/house/67a.md) — 3% (state house)
+- [MN House District 47A](/us/states/mn/districts/house/47a.md) — 3% (state house)
+- [MN House District 64A](/us/states/mn/districts/house/64a.md) — 3% (state house)
+- [MN House District 66B](/us/states/mn/districts/house/66b.md) — 3% (state house)
+- [MN House District 65A](/us/states/mn/districts/house/65a.md) — 3% (state house)
+- [MN House District 39B](/us/states/mn/districts/house/39b.md) — 3% (state house)
+- [MN House District 44B](/us/states/mn/districts/house/44b.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/red-lake/index.md b/data/jurisdictions/us/states/mn/counties/red-lake/index.md
index b3c3a6dd66..254e715b21 100644
--- a/data/jurisdictions/us/states/mn/counties/red-lake/index.md
+++ b/data/jurisdictions/us/states/mn/counties/red-lake/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 68
   hispanic: 141
   bachelors_plus: 614
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/house/1b"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 141 |
 | Bachelor's or higher | 614 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 1](/us/states/mn/districts/senate/1.md) — 100% (state senate)
+- [MN House District 1B](/us/states/mn/districts/house/1b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/redwood/index.md b/data/jurisdictions/us/states/mn/counties/redwood/index.md
index b6dc7a9922..34a368bd3a 100644
--- a/data/jurisdictions/us/states/mn/counties/redwood/index.md
+++ b/data/jurisdictions/us/states/mn/counties/redwood/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 593
   hispanic: 641
   bachelors_plus: 2919
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/house/15b"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 641 |
 | Bachelor's or higher | 2919 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 15](/us/states/mn/districts/senate/15.md) — 100% (state senate)
+- [MN House District 15B](/us/states/mn/districts/house/15b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/renville/index.md b/data/jurisdictions/us/states/mn/counties/renville/index.md
index 9306d64947..acddd0e900 100644
--- a/data/jurisdictions/us/states/mn/counties/renville/index.md
+++ b/data/jurisdictions/us/states/mn/counties/renville/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 123
   hispanic: 1489
   bachelors_plus: 2195
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/mn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/house/16a"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1489 |
 | Bachelor's or higher | 2195 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 16](/us/states/mn/districts/senate/16.md) — 100% (state senate)
+- [MN House District 16A](/us/states/mn/districts/house/16a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/rice/index.md b/data/jurisdictions/us/states/mn/counties/rice/index.md
index 9aeacbd3e4..95c325edeb 100644
--- a/data/jurisdictions/us/states/mn/counties/rice/index.md
+++ b/data/jurisdictions/us/states/mn/counties/rice/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 349
   hispanic: 7105
   bachelors_plus: 18375
+districts:
+  - to: "us/states/mn/districts/02"
+    rel: in-district
+    area_weight: 0.5634
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.4366
+  - to: "us/states/mn/districts/senate/19"
+    rel: in-district
+    area_weight: 0.5589
+  - to: "us/states/mn/districts/senate/58"
+    rel: in-district
+    area_weight: 0.3709
+  - to: "us/states/mn/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0702
+  - to: "us/states/mn/districts/house/19a"
+    rel: in-district
+    area_weight: 0.5589
+  - to: "us/states/mn/districts/house/58a"
+    rel: in-district
+    area_weight: 0.2957
+  - to: "us/states/mn/districts/house/58b"
+    rel: in-district
+    area_weight: 0.0752
+  - to: "us/states/mn/districts/house/22b"
+    rel: in-district
+    area_weight: 0.0702
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7105 |
 | Bachelor's or higher | 18375 |
 
+## Districts
+
+- [MN-02](/us/states/mn/districts/02.md) — 56% (congressional)
+- [MN-01](/us/states/mn/districts/01.md) — 44% (congressional)
+- [MN Senate District 19](/us/states/mn/districts/senate/19.md) — 56% (state senate)
+- [MN Senate District 58](/us/states/mn/districts/senate/58.md) — 37% (state senate)
+- [MN Senate District 22](/us/states/mn/districts/senate/22.md) — 7% (state senate)
+- [MN House District 19A](/us/states/mn/districts/house/19a.md) — 56% (state house)
+- [MN House District 58A](/us/states/mn/districts/house/58a.md) — 30% (state house)
+- [MN House District 58B](/us/states/mn/districts/house/58b.md) — 8% (state house)
+- [MN House District 22B](/us/states/mn/districts/house/22b.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/rock/index.md b/data/jurisdictions/us/states/mn/counties/rock/index.md
index 55d904387d..8ac2b2e8ed 100644
--- a/data/jurisdictions/us/states/mn/counties/rock/index.md
+++ b/data/jurisdictions/us/states/mn/counties/rock/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 55
   hispanic: 384
   bachelors_plus: 2221
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mn/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 384 |
 | Bachelor's or higher | 2221 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 21](/us/states/mn/districts/senate/21.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/roseau/index.md b/data/jurisdictions/us/states/mn/counties/roseau/index.md
index d295340f19..a4618d6bef 100644
--- a/data/jurisdictions/us/states/mn/counties/roseau/index.md
+++ b/data/jurisdictions/us/states/mn/counties/roseau/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 149
   hispanic: 305
   bachelors_plus: 2740
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/mn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/house/1a"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 305 |
 | Bachelor's or higher | 2740 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 1](/us/states/mn/districts/senate/1.md) — 100% (state senate)
+- [MN House District 1A](/us/states/mn/districts/house/1a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/scott/index.md b/data/jurisdictions/us/states/mn/counties/scott/index.md
index 66982646b9..2063fcac32 100644
--- a/data/jurisdictions/us/states/mn/counties/scott/index.md
+++ b/data/jurisdictions/us/states/mn/counties/scott/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 1103
   hispanic: 9930
   bachelors_plus: 58126
+districts:
+  - to: "us/states/mn/districts/02"
+    rel: in-district
+    area_weight: 0.9925
+  - to: "us/states/mn/districts/senate/54"
+    rel: in-district
+    area_weight: 0.3644
+  - to: "us/states/mn/districts/senate/22"
+    rel: in-district
+    area_weight: 0.2318
+  - to: "us/states/mn/districts/senate/58"
+    rel: in-district
+    area_weight: 0.1966
+  - to: "us/states/mn/districts/senate/57"
+    rel: in-district
+    area_weight: 0.1619
+  - to: "us/states/mn/districts/senate/55"
+    rel: in-district
+    area_weight: 0.0446
+  - to: "us/states/mn/districts/house/54b"
+    rel: in-district
+    area_weight: 0.2849
+  - to: "us/states/mn/districts/house/22b"
+    rel: in-district
+    area_weight: 0.2318
+  - to: "us/states/mn/districts/house/58a"
+    rel: in-district
+    area_weight: 0.1966
+  - to: "us/states/mn/districts/house/57a"
+    rel: in-district
+    area_weight: 0.1619
+  - to: "us/states/mn/districts/house/54a"
+    rel: in-district
+    area_weight: 0.0795
+  - to: "us/states/mn/districts/house/55a"
+    rel: in-district
+    area_weight: 0.0446
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction.
 | Hispanic/Latino | 9930 |
 | Bachelor's or higher | 58126 |
 
+## Districts
+
+- [MN-02](/us/states/mn/districts/02.md) — 99% (congressional)
+- [MN Senate District 54](/us/states/mn/districts/senate/54.md) — 36% (state senate)
+- [MN Senate District 22](/us/states/mn/districts/senate/22.md) — 23% (state senate)
+- [MN Senate District 58](/us/states/mn/districts/senate/58.md) — 20% (state senate)
+- [MN Senate District 57](/us/states/mn/districts/senate/57.md) — 16% (state senate)
+- [MN Senate District 55](/us/states/mn/districts/senate/55.md) — 4% (state senate)
+- [MN House District 54B](/us/states/mn/districts/house/54b.md) — 28% (state house)
+- [MN House District 22B](/us/states/mn/districts/house/22b.md) — 23% (state house)
+- [MN House District 58A](/us/states/mn/districts/house/58a.md) — 20% (state house)
+- [MN House District 57A](/us/states/mn/districts/house/57a.md) — 16% (state house)
+- [MN House District 54A](/us/states/mn/districts/house/54a.md) — 8% (state house)
+- [MN House District 55A](/us/states/mn/districts/house/55a.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/sherburne/index.md b/data/jurisdictions/us/states/mn/counties/sherburne/index.md
index 0523cea82c..b5f7d2ee58 100644
--- a/data/jurisdictions/us/states/mn/counties/sherburne/index.md
+++ b/data/jurisdictions/us/states/mn/counties/sherburne/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 337
   hispanic: 3400
   bachelors_plus: 25602
+districts:
+  - to: "us/states/mn/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/senate/27"
+    rel: in-district
+    area_weight: 0.8801
+  - to: "us/states/mn/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0969
+  - to: "us/states/mn/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0228
+  - to: "us/states/mn/districts/house/27a"
+    rel: in-district
+    area_weight: 0.6403
+  - to: "us/states/mn/districts/house/27b"
+    rel: in-district
+    area_weight: 0.2398
+  - to: "us/states/mn/districts/house/30b"
+    rel: in-district
+    area_weight: 0.0969
+  - to: "us/states/mn/districts/house/14b"
+    rel: in-district
+    area_weight: 0.0227
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 3400 |
 | Bachelor's or higher | 25602 |
 
+## Districts
+
+- [MN-06](/us/states/mn/districts/06.md) — 100% (congressional)
+- [MN Senate District 27](/us/states/mn/districts/senate/27.md) — 88% (state senate)
+- [MN Senate District 30](/us/states/mn/districts/senate/30.md) — 10% (state senate)
+- [MN Senate District 14](/us/states/mn/districts/senate/14.md) — 2% (state senate)
+- [MN House District 27A](/us/states/mn/districts/house/27a.md) — 64% (state house)
+- [MN House District 27B](/us/states/mn/districts/house/27b.md) — 24% (state house)
+- [MN House District 30B](/us/states/mn/districts/house/30b.md) — 10% (state house)
+- [MN House District 14B](/us/states/mn/districts/house/14b.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/sibley/index.md b/data/jurisdictions/us/states/mn/counties/sibley/index.md
index 98797eca36..1339c2a7fd 100644
--- a/data/jurisdictions/us/states/mn/counties/sibley/index.md
+++ b/data/jurisdictions/us/states/mn/counties/sibley/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 33
   hispanic: 1390
   bachelors_plus: 2478
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9975
+  - to: "us/states/mn/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/house/17b"
+    rel: in-district
+    area_weight: 0.8096
+  - to: "us/states/mn/districts/house/17a"
+    rel: in-district
+    area_weight: 0.1902
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1390 |
 | Bachelor's or higher | 2478 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 17](/us/states/mn/districts/senate/17.md) — 100% (state senate)
+- [MN House District 17B](/us/states/mn/districts/house/17b.md) — 81% (state house)
+- [MN House District 17A](/us/states/mn/districts/house/17a.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/st-louis/index.md b/data/jurisdictions/us/states/mn/counties/st-louis/index.md
index d24573c389..c819d26fe3 100644
--- a/data/jurisdictions/us/states/mn/counties/st-louis/index.md
+++ b/data/jurisdictions/us/states/mn/counties/st-louis/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 3129
   hispanic: 3896
   bachelors_plus: 63372
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.9831
+  - to: "us/states/mn/districts/senate/3"
+    rel: in-district
+    area_weight: 0.6012
+  - to: "us/states/mn/districts/senate/7"
+    rel: in-district
+    area_weight: 0.3455
+  - to: "us/states/mn/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0257
+  - to: "us/states/mn/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0106
+  - to: "us/states/mn/districts/house/3a"
+    rel: in-district
+    area_weight: 0.4511
+  - to: "us/states/mn/districts/house/7b"
+    rel: in-district
+    area_weight: 0.2461
+  - to: "us/states/mn/districts/house/3b"
+    rel: in-district
+    area_weight: 0.1501
+  - to: "us/states/mn/districts/house/7a"
+    rel: in-district
+    area_weight: 0.0994
+  - to: "us/states/mn/districts/house/11a"
+    rel: in-district
+    area_weight: 0.0257
+  - to: "us/states/mn/districts/house/8a"
+    rel: in-district
+    area_weight: 0.0058
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 3896 |
 | Bachelor's or higher | 63372 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 98% (congressional)
+- [MN Senate District 3](/us/states/mn/districts/senate/3.md) — 60% (state senate)
+- [MN Senate District 7](/us/states/mn/districts/senate/7.md) — 35% (state senate)
+- [MN Senate District 11](/us/states/mn/districts/senate/11.md) — 3% (state senate)
+- [MN Senate District 8](/us/states/mn/districts/senate/8.md) — 1% (state senate)
+- [MN House District 3A](/us/states/mn/districts/house/3a.md) — 45% (state house)
+- [MN House District 7B](/us/states/mn/districts/house/7b.md) — 25% (state house)
+- [MN House District 3B](/us/states/mn/districts/house/3b.md) — 15% (state house)
+- [MN House District 7A](/us/states/mn/districts/house/7a.md) — 10% (state house)
+- [MN House District 11A](/us/states/mn/districts/house/11a.md) — 3% (state house)
+- [MN House District 8A](/us/states/mn/districts/house/8a.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/stearns/index.md b/data/jurisdictions/us/states/mn/counties/stearns/index.md
index 42b5a6b2a1..a0a9c7dce9 100644
--- a/data/jurisdictions/us/states/mn/counties/stearns/index.md
+++ b/data/jurisdictions/us/states/mn/counties/stearns/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 188
   hispanic: 7700
   bachelors_plus: 38462
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.8107
+  - to: "us/states/mn/districts/06"
+    rel: in-district
+    area_weight: 0.1893
+  - to: "us/states/mn/districts/senate/13"
+    rel: in-district
+    area_weight: 0.5135
+  - to: "us/states/mn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.43
+  - to: "us/states/mn/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0563
+  - to: "us/states/mn/districts/house/13a"
+    rel: in-district
+    area_weight: 0.4053
+  - to: "us/states/mn/districts/house/12a"
+    rel: in-district
+    area_weight: 0.313
+  - to: "us/states/mn/districts/house/12b"
+    rel: in-district
+    area_weight: 0.117
+  - to: "us/states/mn/districts/house/13b"
+    rel: in-district
+    area_weight: 0.1082
+  - to: "us/states/mn/districts/house/14a"
+    rel: in-district
+    area_weight: 0.0491
+  - to: "us/states/mn/districts/house/14b"
+    rel: in-district
+    area_weight: 0.0072
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7700 |
 | Bachelor's or higher | 38462 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 81% (congressional)
+- [MN-06](/us/states/mn/districts/06.md) — 19% (congressional)
+- [MN Senate District 13](/us/states/mn/districts/senate/13.md) — 51% (state senate)
+- [MN Senate District 12](/us/states/mn/districts/senate/12.md) — 43% (state senate)
+- [MN Senate District 14](/us/states/mn/districts/senate/14.md) — 6% (state senate)
+- [MN House District 13A](/us/states/mn/districts/house/13a.md) — 41% (state house)
+- [MN House District 12A](/us/states/mn/districts/house/12a.md) — 31% (state house)
+- [MN House District 12B](/us/states/mn/districts/house/12b.md) — 12% (state house)
+- [MN House District 13B](/us/states/mn/districts/house/13b.md) — 11% (state house)
+- [MN House District 14A](/us/states/mn/districts/house/14a.md) — 5% (state house)
+- [MN House District 14B](/us/states/mn/districts/house/14b.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/steele/index.md b/data/jurisdictions/us/states/mn/counties/steele/index.md
index 0eefc96cc0..f3a3d944f7 100644
--- a/data/jurisdictions/us/states/mn/counties/steele/index.md
+++ b/data/jurisdictions/us/states/mn/counties/steele/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 129
   hispanic: 3326
   bachelors_plus: 9261
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/23"
+    rel: in-district
+    area_weight: 0.5004
+  - to: "us/states/mn/districts/senate/19"
+    rel: in-district
+    area_weight: 0.4995
+  - to: "us/states/mn/districts/house/19b"
+    rel: in-district
+    area_weight: 0.4995
+  - to: "us/states/mn/districts/house/23a"
+    rel: in-district
+    area_weight: 0.4168
+  - to: "us/states/mn/districts/house/23b"
+    rel: in-district
+    area_weight: 0.0836
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3326 |
 | Bachelor's or higher | 9261 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 23](/us/states/mn/districts/senate/23.md) — 50% (state senate)
+- [MN Senate District 19](/us/states/mn/districts/senate/19.md) — 50% (state senate)
+- [MN House District 19B](/us/states/mn/districts/house/19b.md) — 50% (state house)
+- [MN House District 23A](/us/states/mn/districts/house/23a.md) — 42% (state house)
+- [MN House District 23B](/us/states/mn/districts/house/23b.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/stevens/index.md b/data/jurisdictions/us/states/mn/counties/stevens/index.md
index 38f1441115..254c773346 100644
--- a/data/jurisdictions/us/states/mn/counties/stevens/index.md
+++ b/data/jurisdictions/us/states/mn/counties/stevens/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 135
   hispanic: 1152
   bachelors_plus: 2310
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/house/12a"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1152 |
 | Bachelor's or higher | 2310 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 12](/us/states/mn/districts/senate/12.md) — 100% (state senate)
+- [MN House District 12A](/us/states/mn/districts/house/12a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/swift/index.md b/data/jurisdictions/us/states/mn/counties/swift/index.md
index 40d7aeaf8f..a913c8bf7e 100644
--- a/data/jurisdictions/us/states/mn/counties/swift/index.md
+++ b/data/jurisdictions/us/states/mn/counties/swift/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 212
   hispanic: 701
   bachelors_plus: 1958
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/12a"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 701 |
 | Bachelor's or higher | 1958 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 12](/us/states/mn/districts/senate/12.md) — 100% (state senate)
+- [MN House District 12A](/us/states/mn/districts/house/12a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/todd/index.md b/data/jurisdictions/us/states/mn/counties/todd/index.md
index 204e7d71e4..d0276f9b0b 100644
--- a/data/jurisdictions/us/states/mn/counties/todd/index.md
+++ b/data/jurisdictions/us/states/mn/counties/todd/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 77
   hispanic: 2499
   bachelors_plus: 3673
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mn/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/house/5b"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2499 |
 | Bachelor's or higher | 3673 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 5](/us/states/mn/districts/senate/5.md) — 100% (state senate)
+- [MN House District 5B](/us/states/mn/districts/house/5b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/traverse/index.md b/data/jurisdictions/us/states/mn/counties/traverse/index.md
index 41055210c7..4d82f1b644 100644
--- a/data/jurisdictions/us/states/mn/counties/traverse/index.md
+++ b/data/jurisdictions/us/states/mn/counties/traverse/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 170
   hispanic: 199
   bachelors_plus: 442
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mn/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mn/districts/house/9a"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 199 |
 | Bachelor's or higher | 442 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 9](/us/states/mn/districts/senate/9.md) — 100% (state senate)
+- [MN House District 9A](/us/states/mn/districts/house/9a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/wabasha/index.md b/data/jurisdictions/us/states/mn/counties/wabasha/index.md
index bf7ff9b2d1..3bd46df3c2 100644
--- a/data/jurisdictions/us/states/mn/counties/wabasha/index.md
+++ b/data/jurisdictions/us/states/mn/counties/wabasha/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 59
   hispanic: 742
   bachelors_plus: 5506
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/20b"
+    rel: in-district
+    area_weight: 0.5582
+  - to: "us/states/mn/districts/house/20a"
+    rel: in-district
+    area_weight: 0.4417
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 742 |
 | Bachelor's or higher | 5506 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 20](/us/states/mn/districts/senate/20.md) — 100% (state senate)
+- [MN House District 20B](/us/states/mn/districts/house/20b.md) — 56% (state house)
+- [MN House District 20A](/us/states/mn/districts/house/20a.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/wadena/index.md b/data/jurisdictions/us/states/mn/counties/wadena/index.md
index ea1249abac..d7db09fe64 100644
--- a/data/jurisdictions/us/states/mn/counties/wadena/index.md
+++ b/data/jurisdictions/us/states/mn/counties/wadena/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 30
   hispanic: 345
   bachelors_plus: 2349
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/mn/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/5a"
+    rel: in-district
+    area_weight: 0.529
+  - to: "us/states/mn/districts/house/5b"
+    rel: in-district
+    area_weight: 0.4709
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 345 |
 | Bachelor's or higher | 2349 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 5](/us/states/mn/districts/senate/5.md) — 100% (state senate)
+- [MN House District 5A](/us/states/mn/districts/house/5a.md) — 53% (state house)
+- [MN House District 5B](/us/states/mn/districts/house/5b.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/waseca/index.md b/data/jurisdictions/us/states/mn/counties/waseca/index.md
index dc296038f6..48fcf221b8 100644
--- a/data/jurisdictions/us/states/mn/counties/waseca/index.md
+++ b/data/jurisdictions/us/states/mn/counties/waseca/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 106
   hispanic: 1380
   bachelors_plus: 3394
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mn/districts/senate/23"
+    rel: in-district
+    area_weight: 0.5004
+  - to: "us/states/mn/districts/senate/19"
+    rel: in-district
+    area_weight: 0.4995
+  - to: "us/states/mn/districts/house/23a"
+    rel: in-district
+    area_weight: 0.5004
+  - to: "us/states/mn/districts/house/19a"
+    rel: in-district
+    area_weight: 0.3332
+  - to: "us/states/mn/districts/house/19b"
+    rel: in-district
+    area_weight: 0.1663
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1380 |
 | Bachelor's or higher | 3394 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 23](/us/states/mn/districts/senate/23.md) — 50% (state senate)
+- [MN Senate District 19](/us/states/mn/districts/senate/19.md) — 50% (state senate)
+- [MN House District 23A](/us/states/mn/districts/house/23a.md) — 50% (state house)
+- [MN House District 19A](/us/states/mn/districts/house/19a.md) — 33% (state house)
+- [MN House District 19B](/us/states/mn/districts/house/19b.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/washington/index.md b/data/jurisdictions/us/states/mn/counties/washington/index.md
index 17d94b7c00..71c326af55 100644
--- a/data/jurisdictions/us/states/mn/counties/washington/index.md
+++ b/data/jurisdictions/us/states/mn/counties/washington/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 689
   hispanic: 14552
   bachelors_plus: 125328
+districts:
+  - to: "us/states/mn/districts/08"
+    rel: in-district
+    area_weight: 0.3979
+  - to: "us/states/mn/districts/04"
+    rel: in-district
+    area_weight: 0.3888
+  - to: "us/states/mn/districts/02"
+    rel: in-district
+    area_weight: 0.2119
+  - to: "us/states/mn/districts/senate/33"
+    rel: in-district
+    area_weight: 0.4772
+  - to: "us/states/mn/districts/senate/41"
+    rel: in-district
+    area_weight: 0.377
+  - to: "us/states/mn/districts/senate/47"
+    rel: in-district
+    area_weight: 0.0841
+  - to: "us/states/mn/districts/senate/53"
+    rel: in-district
+    area_weight: 0.0313
+  - to: "us/states/mn/districts/senate/44"
+    rel: in-district
+    area_weight: 0.0291
+  - to: "us/states/mn/districts/house/33b"
+    rel: in-district
+    area_weight: 0.2926
+  - to: "us/states/mn/districts/house/41a"
+    rel: in-district
+    area_weight: 0.2647
+  - to: "us/states/mn/districts/house/33a"
+    rel: in-district
+    area_weight: 0.1846
+  - to: "us/states/mn/districts/house/41b"
+    rel: in-district
+    area_weight: 0.1123
+  - to: "us/states/mn/districts/house/47b"
+    rel: in-district
+    area_weight: 0.0557
+  - to: "us/states/mn/districts/house/53b"
+    rel: in-district
+    area_weight: 0.0313
+  - to: "us/states/mn/districts/house/44b"
+    rel: in-district
+    area_weight: 0.0291
+  - to: "us/states/mn/districts/house/47a"
+    rel: in-district
+    area_weight: 0.0285
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction.
 | Hispanic/Latino | 14552 |
 | Bachelor's or higher | 125328 |
 
+## Districts
+
+- [MN-08](/us/states/mn/districts/08.md) — 40% (congressional)
+- [MN-04](/us/states/mn/districts/04.md) — 39% (congressional)
+- [MN-02](/us/states/mn/districts/02.md) — 21% (congressional)
+- [MN Senate District 33](/us/states/mn/districts/senate/33.md) — 48% (state senate)
+- [MN Senate District 41](/us/states/mn/districts/senate/41.md) — 38% (state senate)
+- [MN Senate District 47](/us/states/mn/districts/senate/47.md) — 8% (state senate)
+- [MN Senate District 53](/us/states/mn/districts/senate/53.md) — 3% (state senate)
+- [MN Senate District 44](/us/states/mn/districts/senate/44.md) — 3% (state senate)
+- [MN House District 33B](/us/states/mn/districts/house/33b.md) — 29% (state house)
+- [MN House District 41A](/us/states/mn/districts/house/41a.md) — 26% (state house)
+- [MN House District 33A](/us/states/mn/districts/house/33a.md) — 18% (state house)
+- [MN House District 41B](/us/states/mn/districts/house/41b.md) — 11% (state house)
+- [MN House District 47B](/us/states/mn/districts/house/47b.md) — 6% (state house)
+- [MN House District 53B](/us/states/mn/districts/house/53b.md) — 3% (state house)
+- [MN House District 44B](/us/states/mn/districts/house/44b.md) — 3% (state house)
+- [MN House District 47A](/us/states/mn/districts/house/47a.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/watonwan/index.md b/data/jurisdictions/us/states/mn/counties/watonwan/index.md
index 83ac3e30b2..2534b8982e 100644
--- a/data/jurisdictions/us/states/mn/counties/watonwan/index.md
+++ b/data/jurisdictions/us/states/mn/counties/watonwan/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 118
   hispanic: 3401
   bachelors_plus: 1584
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/senate/22"
+    rel: in-district
+    area_weight: 0.5097
+  - to: "us/states/mn/districts/senate/21"
+    rel: in-district
+    area_weight: 0.4903
+  - to: "us/states/mn/districts/house/22a"
+    rel: in-district
+    area_weight: 0.5097
+  - to: "us/states/mn/districts/house/21b"
+    rel: in-district
+    area_weight: 0.4903
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3401 |
 | Bachelor's or higher | 1584 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 22](/us/states/mn/districts/senate/22.md) — 51% (state senate)
+- [MN Senate District 21](/us/states/mn/districts/senate/21.md) — 49% (state senate)
+- [MN House District 22A](/us/states/mn/districts/house/22a.md) — 51% (state house)
+- [MN House District 21B](/us/states/mn/districts/house/21b.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/wilkin/index.md b/data/jurisdictions/us/states/mn/counties/wilkin/index.md
index e25c17f072..24cf6aaef6 100644
--- a/data/jurisdictions/us/states/mn/counties/wilkin/index.md
+++ b/data/jurisdictions/us/states/mn/counties/wilkin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 51
   hispanic: 254
   bachelors_plus: 1212
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 0.9975
+  - to: "us/states/mn/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/mn/districts/house/9a"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 254 |
 | Bachelor's or higher | 1212 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 9](/us/states/mn/districts/senate/9.md) — 100% (state senate)
+- [MN House District 9A](/us/states/mn/districts/house/9a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/winona/index.md b/data/jurisdictions/us/states/mn/counties/winona/index.md
index d1c56b7676..74fecee113 100644
--- a/data/jurisdictions/us/states/mn/counties/winona/index.md
+++ b/data/jurisdictions/us/states/mn/counties/winona/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 202
   hispanic: 1930
   bachelors_plus: 13651
+districts:
+  - to: "us/states/mn/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.6655
+  - to: "us/states/mn/districts/senate/20"
+    rel: in-district
+    area_weight: 0.3343
+  - to: "us/states/mn/districts/house/26a"
+    rel: in-district
+    area_weight: 0.6655
+  - to: "us/states/mn/districts/house/20b"
+    rel: in-district
+    area_weight: 0.3343
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1930 |
 | Bachelor's or higher | 13651 |
 
+## Districts
+
+- [MN-01](/us/states/mn/districts/01.md) — 100% (congressional)
+- [MN Senate District 26](/us/states/mn/districts/senate/26.md) — 67% (state senate)
+- [MN Senate District 20](/us/states/mn/districts/senate/20.md) — 33% (state senate)
+- [MN House District 26A](/us/states/mn/districts/house/26a.md) — 67% (state house)
+- [MN House District 20B](/us/states/mn/districts/house/20b.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/wright/index.md b/data/jurisdictions/us/states/mn/counties/wright/index.md
index cf4a27403d..12677e4893 100644
--- a/data/jurisdictions/us/states/mn/counties/wright/index.md
+++ b/data/jurisdictions/us/states/mn/counties/wright/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 390
   hispanic: 5389
   bachelors_plus: 42289
+districts:
+  - to: "us/states/mn/districts/06"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/mn/districts/senate/29"
+    rel: in-district
+    area_weight: 0.7462
+  - to: "us/states/mn/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1538
+  - to: "us/states/mn/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0997
+  - to: "us/states/mn/districts/house/29a"
+    rel: in-district
+    area_weight: 0.5169
+  - to: "us/states/mn/districts/house/29b"
+    rel: in-district
+    area_weight: 0.2293
+  - to: "us/states/mn/districts/house/30a"
+    rel: in-district
+    area_weight: 0.1376
+  - to: "us/states/mn/districts/house/17a"
+    rel: in-district
+    area_weight: 0.0996
+  - to: "us/states/mn/districts/house/30b"
+    rel: in-district
+    area_weight: 0.0162
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5389 |
 | Bachelor's or higher | 42289 |
 
+## Districts
+
+- [MN-06](/us/states/mn/districts/06.md) — 100% (congressional)
+- [MN Senate District 29](/us/states/mn/districts/senate/29.md) — 75% (state senate)
+- [MN Senate District 30](/us/states/mn/districts/senate/30.md) — 15% (state senate)
+- [MN Senate District 17](/us/states/mn/districts/senate/17.md) — 10% (state senate)
+- [MN House District 29A](/us/states/mn/districts/house/29a.md) — 52% (state house)
+- [MN House District 29B](/us/states/mn/districts/house/29b.md) — 23% (state house)
+- [MN House District 30A](/us/states/mn/districts/house/30a.md) — 14% (state house)
+- [MN House District 17A](/us/states/mn/districts/house/17a.md) — 10% (state house)
+- [MN House District 30B](/us/states/mn/districts/house/30b.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/counties/yellow-medicine/index.md b/data/jurisdictions/us/states/mn/counties/yellow-medicine/index.md
index b879cfc638..dbd31a6614 100644
--- a/data/jurisdictions/us/states/mn/counties/yellow-medicine/index.md
+++ b/data/jurisdictions/us/states/mn/counties/yellow-medicine/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 248
   hispanic: 517
   bachelors_plus: 1644
+districts:
+  - to: "us/states/mn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mn/districts/house/15a"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 517 |
 | Bachelor's or higher | 1644 |
 
+## Districts
+
+- [MN-07](/us/states/mn/districts/07.md) — 100% (congressional)
+- [MN Senate District 15](/us/states/mn/districts/senate/15.md) — 100% (state senate)
+- [MN House District 15A](/us/states/mn/districts/house/15a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mn/districts/01.md b/data/jurisdictions/us/states/mn/districts/01.md
index eaae1691fc..c2b185554a 100644
--- a/data/jurisdictions/us/states/mn/districts/01.md
+++ b/data/jurisdictions/us/states/mn/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 161273
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mn/districts/02.md b/data/jurisdictions/us/states/mn/districts/02.md
index 65ea87dbf4..50063b19a3 100644
--- a/data/jurisdictions/us/states/mn/districts/02.md
+++ b/data/jurisdictions/us/states/mn/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 219870
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mn/districts/03.md b/data/jurisdictions/us/states/mn/districts/03.md
index a485794eb2..a6ca4bbf14 100644
--- a/data/jurisdictions/us/states/mn/districts/03.md
+++ b/data/jurisdictions/us/states/mn/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 267265
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mn/districts/04.md b/data/jurisdictions/us/states/mn/districts/04.md
index f8aa56e4de..d4feeced41 100644
--- a/data/jurisdictions/us/states/mn/districts/04.md
+++ b/data/jurisdictions/us/states/mn/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 224717
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mn/districts/05.md b/data/jurisdictions/us/states/mn/districts/05.md
index 6dd79a4d16..c38c67d569 100644
--- a/data/jurisdictions/us/states/mn/districts/05.md
+++ b/data/jurisdictions/us/states/mn/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 250317
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mn/districts/06.md b/data/jurisdictions/us/states/mn/districts/06.md
index 703694f142..e8c006986f 100644
--- a/data/jurisdictions/us/states/mn/districts/06.md
+++ b/data/jurisdictions/us/states/mn/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 189224
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mn/districts/07.md b/data/jurisdictions/us/states/mn/districts/07.md
index 2a0a6b921e..64c9396e47 100644
--- a/data/jurisdictions/us/states/mn/districts/07.md
+++ b/data/jurisdictions/us/states/mn/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 129300
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mn/districts/08.md b/data/jurisdictions/us/states/mn/districts/08.md
index 253e7ede7a..c7f5a7e690 100644
--- a/data/jurisdictions/us/states/mn/districts/08.md
+++ b/data/jurisdictions/us/states/mn/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 152226
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mn/districts/house/10a.md b/data/jurisdictions/us/states/mn/districts/house/10a.md
new file mode 100644
index 0000000000..8bef81a43c
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/10a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 10A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "10A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 10A
+
+State House district 10A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/10b.md b/data/jurisdictions/us/states/mn/districts/house/10b.md
new file mode 100644
index 0000000000..55100f5948
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/10b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 10B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "10B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 10B
+
+State House district 10B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/11a.md b/data/jurisdictions/us/states/mn/districts/house/11a.md
new file mode 100644
index 0000000000..ff9724255d
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/11a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 11A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "11A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 11A
+
+State House district 11A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/11b.md b/data/jurisdictions/us/states/mn/districts/house/11b.md
new file mode 100644
index 0000000000..afb276a482
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/11b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 11B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "11B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 11B
+
+State House district 11B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/12a.md b/data/jurisdictions/us/states/mn/districts/house/12a.md
new file mode 100644
index 0000000000..5abcedd406
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/12a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 12A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "12A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 12A
+
+State House district 12A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/12b.md b/data/jurisdictions/us/states/mn/districts/house/12b.md
new file mode 100644
index 0000000000..1256e64190
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/12b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 12B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "12B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 12B
+
+State House district 12B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/13a.md b/data/jurisdictions/us/states/mn/districts/house/13a.md
new file mode 100644
index 0000000000..c11a1c503e
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/13a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 13A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "13A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 13A
+
+State House district 13A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/13b.md b/data/jurisdictions/us/states/mn/districts/house/13b.md
new file mode 100644
index 0000000000..38aa0c84ac
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/13b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 13B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "13B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 13B
+
+State House district 13B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/14a.md b/data/jurisdictions/us/states/mn/districts/house/14a.md
new file mode 100644
index 0000000000..aee713b036
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/14a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 14A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "14A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 14A
+
+State House district 14A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/14b.md b/data/jurisdictions/us/states/mn/districts/house/14b.md
new file mode 100644
index 0000000000..122aaa52c1
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/14b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 14B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "14B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 14B
+
+State House district 14B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/15a.md b/data/jurisdictions/us/states/mn/districts/house/15a.md
new file mode 100644
index 0000000000..350f63b939
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/15a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 15A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "15A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 15A
+
+State House district 15A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/15b.md b/data/jurisdictions/us/states/mn/districts/house/15b.md
new file mode 100644
index 0000000000..69d9f3e4f0
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/15b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 15B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "15B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 15B
+
+State House district 15B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/16a.md b/data/jurisdictions/us/states/mn/districts/house/16a.md
new file mode 100644
index 0000000000..c3c861cd69
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/16a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 16A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "16A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 16A
+
+State House district 16A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/16b.md b/data/jurisdictions/us/states/mn/districts/house/16b.md
new file mode 100644
index 0000000000..36a2a0f6fb
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/16b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 16B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "16B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 16B
+
+State House district 16B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/17a.md b/data/jurisdictions/us/states/mn/districts/house/17a.md
new file mode 100644
index 0000000000..604b8d22d5
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/17a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 17A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "17A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 17A
+
+State House district 17A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/17b.md b/data/jurisdictions/us/states/mn/districts/house/17b.md
new file mode 100644
index 0000000000..4ebc7a603a
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/17b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 17B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "17B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 17B
+
+State House district 17B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/18a.md b/data/jurisdictions/us/states/mn/districts/house/18a.md
new file mode 100644
index 0000000000..2f74042a78
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/18a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 18A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "18A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 18A
+
+State House district 18A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/18b.md b/data/jurisdictions/us/states/mn/districts/house/18b.md
new file mode 100644
index 0000000000..22b85b179b
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/18b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 18B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "18B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 18B
+
+State House district 18B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/19a.md b/data/jurisdictions/us/states/mn/districts/house/19a.md
new file mode 100644
index 0000000000..9a8e71745e
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/19a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 19A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "19A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 19A
+
+State House district 19A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/19b.md b/data/jurisdictions/us/states/mn/districts/house/19b.md
new file mode 100644
index 0000000000..b46270fc0a
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/19b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 19B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "19B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 19B
+
+State House district 19B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/1a.md b/data/jurisdictions/us/states/mn/districts/house/1a.md
new file mode 100644
index 0000000000..5f785b9b7c
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/1a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 1A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "1A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 1A
+
+State House district 1A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/1b.md b/data/jurisdictions/us/states/mn/districts/house/1b.md
new file mode 100644
index 0000000000..212b9b03f6
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/1b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 1B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "1B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 1B
+
+State House district 1B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/20a.md b/data/jurisdictions/us/states/mn/districts/house/20a.md
new file mode 100644
index 0000000000..16098a4eb7
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/20a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 20A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "20A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 20A
+
+State House district 20A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/20b.md b/data/jurisdictions/us/states/mn/districts/house/20b.md
new file mode 100644
index 0000000000..a44c843a34
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/20b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 20B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "20B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 20B
+
+State House district 20B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/21b.md b/data/jurisdictions/us/states/mn/districts/house/21b.md
new file mode 100644
index 0000000000..e56d2b6e33
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/21b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 21B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "21B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 21B
+
+State House district 21B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/22a.md b/data/jurisdictions/us/states/mn/districts/house/22a.md
new file mode 100644
index 0000000000..d9ed593baf
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/22a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 22A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "22A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 22A
+
+State House district 22A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/22b.md b/data/jurisdictions/us/states/mn/districts/house/22b.md
new file mode 100644
index 0000000000..2e4511b141
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/22b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 22B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "22B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 22B
+
+State House district 22B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/23a.md b/data/jurisdictions/us/states/mn/districts/house/23a.md
new file mode 100644
index 0000000000..2c697e2262
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/23a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 23A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "23A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 23A
+
+State House district 23A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/23b.md b/data/jurisdictions/us/states/mn/districts/house/23b.md
new file mode 100644
index 0000000000..9eeff96cfd
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/23b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 23B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "23B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 23B
+
+State House district 23B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/24a.md b/data/jurisdictions/us/states/mn/districts/house/24a.md
new file mode 100644
index 0000000000..ad6939ddb5
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/24a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 24A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "24A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 24A
+
+State House district 24A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/24b.md b/data/jurisdictions/us/states/mn/districts/house/24b.md
new file mode 100644
index 0000000000..460f02ff7e
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/24b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 24B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "24B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 24B
+
+State House district 24B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/25a.md b/data/jurisdictions/us/states/mn/districts/house/25a.md
new file mode 100644
index 0000000000..c9e2f3be80
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/25a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 25A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "25A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 25A
+
+State House district 25A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/25b.md b/data/jurisdictions/us/states/mn/districts/house/25b.md
new file mode 100644
index 0000000000..03952fe1e9
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/25b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 25B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "25B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 25B
+
+State House district 25B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/26a.md b/data/jurisdictions/us/states/mn/districts/house/26a.md
new file mode 100644
index 0000000000..0096addc7d
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/26a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 26A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "26A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 26A
+
+State House district 26A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/26b.md b/data/jurisdictions/us/states/mn/districts/house/26b.md
new file mode 100644
index 0000000000..fa47f9cb86
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/26b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 26B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "26B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 26B
+
+State House district 26B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/27a.md b/data/jurisdictions/us/states/mn/districts/house/27a.md
new file mode 100644
index 0000000000..bf1c32d425
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/27a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 27A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "27A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 27A
+
+State House district 27A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/27b.md b/data/jurisdictions/us/states/mn/districts/house/27b.md
new file mode 100644
index 0000000000..8bd44aa6ff
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/27b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 27B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "27B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 27B
+
+State House district 27B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/28a.md b/data/jurisdictions/us/states/mn/districts/house/28a.md
new file mode 100644
index 0000000000..388f01b69c
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/28a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 28A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "28A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 28A
+
+State House district 28A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/28b.md b/data/jurisdictions/us/states/mn/districts/house/28b.md
new file mode 100644
index 0000000000..ab882ea347
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/28b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 28B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "28B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 28B
+
+State House district 28B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/29a.md b/data/jurisdictions/us/states/mn/districts/house/29a.md
new file mode 100644
index 0000000000..65f19bbc1d
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/29a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 29A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "29A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 29A
+
+State House district 29A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/29b.md b/data/jurisdictions/us/states/mn/districts/house/29b.md
new file mode 100644
index 0000000000..1dbdcf38b5
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/29b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 29B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "29B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 29B
+
+State House district 29B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/2a.md b/data/jurisdictions/us/states/mn/districts/house/2a.md
new file mode 100644
index 0000000000..68a61b7e2a
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/2a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 2A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "2A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 2A
+
+State House district 2A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/2b.md b/data/jurisdictions/us/states/mn/districts/house/2b.md
new file mode 100644
index 0000000000..07643d6782
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/2b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 2B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "2B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 2B
+
+State House district 2B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/30a.md b/data/jurisdictions/us/states/mn/districts/house/30a.md
new file mode 100644
index 0000000000..a2034ff7ac
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/30a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 30A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "30A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 30A
+
+State House district 30A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/30b.md b/data/jurisdictions/us/states/mn/districts/house/30b.md
new file mode 100644
index 0000000000..2b4b26f06a
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/30b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 30B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "30B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 30B
+
+State House district 30B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/31a.md b/data/jurisdictions/us/states/mn/districts/house/31a.md
new file mode 100644
index 0000000000..c93a429148
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/31a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 31A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "31A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 31A
+
+State House district 31A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/31b.md b/data/jurisdictions/us/states/mn/districts/house/31b.md
new file mode 100644
index 0000000000..85f5cdf15e
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/31b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 31B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "31B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 31B
+
+State House district 31B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/32a.md b/data/jurisdictions/us/states/mn/districts/house/32a.md
new file mode 100644
index 0000000000..a68b204346
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/32a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 32A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "32A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 32A
+
+State House district 32A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/32b.md b/data/jurisdictions/us/states/mn/districts/house/32b.md
new file mode 100644
index 0000000000..32f7c7393b
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/32b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 32B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "32B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 32B
+
+State House district 32B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/33a.md b/data/jurisdictions/us/states/mn/districts/house/33a.md
new file mode 100644
index 0000000000..c7e5224dce
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/33a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 33A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "33A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 33A
+
+State House district 33A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/33b.md b/data/jurisdictions/us/states/mn/districts/house/33b.md
new file mode 100644
index 0000000000..c8a50f3ad7
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/33b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 33B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "33B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 33B
+
+State House district 33B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/34a.md b/data/jurisdictions/us/states/mn/districts/house/34a.md
new file mode 100644
index 0000000000..f11e330d6b
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/34a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 34A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "34A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 34A
+
+State House district 34A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/34b.md b/data/jurisdictions/us/states/mn/districts/house/34b.md
new file mode 100644
index 0000000000..f8ed7d0f9d
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/34b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 34B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "34B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 34B
+
+State House district 34B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/35a.md b/data/jurisdictions/us/states/mn/districts/house/35a.md
new file mode 100644
index 0000000000..d136c92099
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/35a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 35A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "35A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 35A
+
+State House district 35A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/35b.md b/data/jurisdictions/us/states/mn/districts/house/35b.md
new file mode 100644
index 0000000000..6a48c2577a
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/35b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 35B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "35B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 35B
+
+State House district 35B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/36a.md b/data/jurisdictions/us/states/mn/districts/house/36a.md
new file mode 100644
index 0000000000..0a97bccde0
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/36a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 36A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "36A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 36A
+
+State House district 36A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/36b.md b/data/jurisdictions/us/states/mn/districts/house/36b.md
new file mode 100644
index 0000000000..367f544b36
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/36b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 36B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "36B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 36B
+
+State House district 36B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/37a.md b/data/jurisdictions/us/states/mn/districts/house/37a.md
new file mode 100644
index 0000000000..2f6d85dabf
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/37a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 37A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "37A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 37A
+
+State House district 37A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/37b.md b/data/jurisdictions/us/states/mn/districts/house/37b.md
new file mode 100644
index 0000000000..4c9015f4f6
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/37b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 37B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "37B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 37B
+
+State House district 37B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/38a.md b/data/jurisdictions/us/states/mn/districts/house/38a.md
new file mode 100644
index 0000000000..82e9adaaaf
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/38a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 38A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "38A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 38A
+
+State House district 38A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/38b.md b/data/jurisdictions/us/states/mn/districts/house/38b.md
new file mode 100644
index 0000000000..cb853d0f80
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/38b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 38B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "38B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 38B
+
+State House district 38B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/39a.md b/data/jurisdictions/us/states/mn/districts/house/39a.md
new file mode 100644
index 0000000000..fdb5796cd4
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/39a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 39A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "39A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 39A
+
+State House district 39A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/39b.md b/data/jurisdictions/us/states/mn/districts/house/39b.md
new file mode 100644
index 0000000000..f4c029b34a
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/39b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 39B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "39B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 39B
+
+State House district 39B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/3a.md b/data/jurisdictions/us/states/mn/districts/house/3a.md
new file mode 100644
index 0000000000..1956d68893
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/3a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 3A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "3A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 3A
+
+State House district 3A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/3b.md b/data/jurisdictions/us/states/mn/districts/house/3b.md
new file mode 100644
index 0000000000..1232430b58
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/3b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 3B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "3B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 3B
+
+State House district 3B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/40a.md b/data/jurisdictions/us/states/mn/districts/house/40a.md
new file mode 100644
index 0000000000..cda5775cf1
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/40a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 40A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "40A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 40A
+
+State House district 40A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/40b.md b/data/jurisdictions/us/states/mn/districts/house/40b.md
new file mode 100644
index 0000000000..15da65ef07
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/40b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 40B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "40B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 40B
+
+State House district 40B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/41a.md b/data/jurisdictions/us/states/mn/districts/house/41a.md
new file mode 100644
index 0000000000..e23e4a9781
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/41a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 41A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "41A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 41A
+
+State House district 41A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/41b.md b/data/jurisdictions/us/states/mn/districts/house/41b.md
new file mode 100644
index 0000000000..afe8d95f0b
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/41b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 41B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "41B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 41B
+
+State House district 41B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/42a.md b/data/jurisdictions/us/states/mn/districts/house/42a.md
new file mode 100644
index 0000000000..06b30ed23c
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/42a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 42A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "42A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 42A
+
+State House district 42A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/42b.md b/data/jurisdictions/us/states/mn/districts/house/42b.md
new file mode 100644
index 0000000000..7b4a83d0b5
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/42b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 42B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "42B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 42B
+
+State House district 42B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/43a.md b/data/jurisdictions/us/states/mn/districts/house/43a.md
new file mode 100644
index 0000000000..76e4c9a065
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/43a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 43A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "43A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 43A
+
+State House district 43A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/43b.md b/data/jurisdictions/us/states/mn/districts/house/43b.md
new file mode 100644
index 0000000000..264d7cd5e2
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/43b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 43B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "43B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 43B
+
+State House district 43B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/44a.md b/data/jurisdictions/us/states/mn/districts/house/44a.md
new file mode 100644
index 0000000000..5b69be1e7e
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/44a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 44A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "44A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 44A
+
+State House district 44A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/44b.md b/data/jurisdictions/us/states/mn/districts/house/44b.md
new file mode 100644
index 0000000000..af475e019f
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/44b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 44B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "44B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 44B
+
+State House district 44B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/45a.md b/data/jurisdictions/us/states/mn/districts/house/45a.md
new file mode 100644
index 0000000000..3ff511061f
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/45a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 45A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "45A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 45A
+
+State House district 45A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/45b.md b/data/jurisdictions/us/states/mn/districts/house/45b.md
new file mode 100644
index 0000000000..c9581ec653
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/45b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 45B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "45B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 45B
+
+State House district 45B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/46a.md b/data/jurisdictions/us/states/mn/districts/house/46a.md
new file mode 100644
index 0000000000..5a6466bf50
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/46a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 46A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "46A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 46A
+
+State House district 46A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/46b.md b/data/jurisdictions/us/states/mn/districts/house/46b.md
new file mode 100644
index 0000000000..f2d6819867
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/46b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 46B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "46B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 46B
+
+State House district 46B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/47a.md b/data/jurisdictions/us/states/mn/districts/house/47a.md
new file mode 100644
index 0000000000..3500136e48
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/47a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 47A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "47A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 47A
+
+State House district 47A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/47b.md b/data/jurisdictions/us/states/mn/districts/house/47b.md
new file mode 100644
index 0000000000..0c5a764b59
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/47b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 47B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "47B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 47B
+
+State House district 47B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/48a.md b/data/jurisdictions/us/states/mn/districts/house/48a.md
new file mode 100644
index 0000000000..b0a6c4eed7
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/48a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 48A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "48A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 48A
+
+State House district 48A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/48b.md b/data/jurisdictions/us/states/mn/districts/house/48b.md
new file mode 100644
index 0000000000..ee35965b45
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/48b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 48B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "48B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 48B
+
+State House district 48B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/49a.md b/data/jurisdictions/us/states/mn/districts/house/49a.md
new file mode 100644
index 0000000000..fedda44a3b
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/49a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 49A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "49A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 49A
+
+State House district 49A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/49b.md b/data/jurisdictions/us/states/mn/districts/house/49b.md
new file mode 100644
index 0000000000..ebc2106ba3
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/49b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 49B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "49B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 49B
+
+State House district 49B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/4a.md b/data/jurisdictions/us/states/mn/districts/house/4a.md
new file mode 100644
index 0000000000..5428f46cea
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/4a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 4A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "4A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 4A
+
+State House district 4A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/4b.md b/data/jurisdictions/us/states/mn/districts/house/4b.md
new file mode 100644
index 0000000000..c63cbd09aa
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/4b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 4B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "4B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 4B
+
+State House district 4B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/50a.md b/data/jurisdictions/us/states/mn/districts/house/50a.md
new file mode 100644
index 0000000000..17daa3bf40
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/50a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 50A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "50A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 50A
+
+State House district 50A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/50b.md b/data/jurisdictions/us/states/mn/districts/house/50b.md
new file mode 100644
index 0000000000..180a23f901
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/50b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 50B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "50B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 50B
+
+State House district 50B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/51a.md b/data/jurisdictions/us/states/mn/districts/house/51a.md
new file mode 100644
index 0000000000..a5dae1fcd5
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/51a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 51A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "51A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 51A
+
+State House district 51A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/51b.md b/data/jurisdictions/us/states/mn/districts/house/51b.md
new file mode 100644
index 0000000000..9dbac9afb4
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/51b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 51B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "51B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 51B
+
+State House district 51B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/52a.md b/data/jurisdictions/us/states/mn/districts/house/52a.md
new file mode 100644
index 0000000000..b7a61f31c3
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/52a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 52A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "52A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 52A
+
+State House district 52A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/52b.md b/data/jurisdictions/us/states/mn/districts/house/52b.md
new file mode 100644
index 0000000000..6efd59b947
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/52b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 52B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "52B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 52B
+
+State House district 52B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/53a.md b/data/jurisdictions/us/states/mn/districts/house/53a.md
new file mode 100644
index 0000000000..4978e502d2
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/53a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 53A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "53A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 53A
+
+State House district 53A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/53b.md b/data/jurisdictions/us/states/mn/districts/house/53b.md
new file mode 100644
index 0000000000..db7ed41a9e
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/53b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 53B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "53B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 53B
+
+State House district 53B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/54a.md b/data/jurisdictions/us/states/mn/districts/house/54a.md
new file mode 100644
index 0000000000..7cb9b784a2
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/54a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 54A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "54A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 54A
+
+State House district 54A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/54b.md b/data/jurisdictions/us/states/mn/districts/house/54b.md
new file mode 100644
index 0000000000..6c9cc87d69
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/54b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 54B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "54B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 54B
+
+State House district 54B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/55a.md b/data/jurisdictions/us/states/mn/districts/house/55a.md
new file mode 100644
index 0000000000..8f67d160b3
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/55a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 55A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "55A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 55A
+
+State House district 55A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/55b.md b/data/jurisdictions/us/states/mn/districts/house/55b.md
new file mode 100644
index 0000000000..216649f619
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/55b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 55B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "55B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 55B
+
+State House district 55B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/56a.md b/data/jurisdictions/us/states/mn/districts/house/56a.md
new file mode 100644
index 0000000000..6d260917ad
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/56a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 56A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "56A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 56A
+
+State House district 56A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/56b.md b/data/jurisdictions/us/states/mn/districts/house/56b.md
new file mode 100644
index 0000000000..a38240f241
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/56b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 56B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "56B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 56B
+
+State House district 56B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/57a.md b/data/jurisdictions/us/states/mn/districts/house/57a.md
new file mode 100644
index 0000000000..722a5926d8
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/57a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 57A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "57A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 57A
+
+State House district 57A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/57b.md b/data/jurisdictions/us/states/mn/districts/house/57b.md
new file mode 100644
index 0000000000..8277471781
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/57b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 57B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "57B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 57B
+
+State House district 57B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/58a.md b/data/jurisdictions/us/states/mn/districts/house/58a.md
new file mode 100644
index 0000000000..9995054f60
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/58a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 58A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "58A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 58A
+
+State House district 58A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/58b.md b/data/jurisdictions/us/states/mn/districts/house/58b.md
new file mode 100644
index 0000000000..2d1b23bfda
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/58b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 58B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "58B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 58B
+
+State House district 58B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/59a.md b/data/jurisdictions/us/states/mn/districts/house/59a.md
new file mode 100644
index 0000000000..c9d7d14830
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/59a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 59A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "59A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 59A
+
+State House district 59A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/59b.md b/data/jurisdictions/us/states/mn/districts/house/59b.md
new file mode 100644
index 0000000000..613ab9a525
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/59b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 59B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "59B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 59B
+
+State House district 59B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/5a.md b/data/jurisdictions/us/states/mn/districts/house/5a.md
new file mode 100644
index 0000000000..54c4183175
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/5a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 5A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "5A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 5A
+
+State House district 5A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/5b.md b/data/jurisdictions/us/states/mn/districts/house/5b.md
new file mode 100644
index 0000000000..2028aced27
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/5b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 5B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "5B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 5B
+
+State House district 5B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/60a.md b/data/jurisdictions/us/states/mn/districts/house/60a.md
new file mode 100644
index 0000000000..c9d25a040f
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/60a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 60A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "60A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 60A
+
+State House district 60A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/60b.md b/data/jurisdictions/us/states/mn/districts/house/60b.md
new file mode 100644
index 0000000000..87e977f02f
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/60b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 60B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "60B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 60B
+
+State House district 60B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/61a.md b/data/jurisdictions/us/states/mn/districts/house/61a.md
new file mode 100644
index 0000000000..75be9f6204
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/61a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 61A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "61A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 61A
+
+State House district 61A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/61b.md b/data/jurisdictions/us/states/mn/districts/house/61b.md
new file mode 100644
index 0000000000..525a81cbb3
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/61b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 61B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "61B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 61B
+
+State House district 61B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/62a.md b/data/jurisdictions/us/states/mn/districts/house/62a.md
new file mode 100644
index 0000000000..259c2510c0
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/62a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 62A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "62A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 62A
+
+State House district 62A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/62b.md b/data/jurisdictions/us/states/mn/districts/house/62b.md
new file mode 100644
index 0000000000..b46a31fc98
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/62b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 62B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "62B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 62B
+
+State House district 62B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/63a.md b/data/jurisdictions/us/states/mn/districts/house/63a.md
new file mode 100644
index 0000000000..6bc717880b
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/63a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 63A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "63A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 63A
+
+State House district 63A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/63b.md b/data/jurisdictions/us/states/mn/districts/house/63b.md
new file mode 100644
index 0000000000..21a8254c41
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/63b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 63B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "63B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 63B
+
+State House district 63B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/64a.md b/data/jurisdictions/us/states/mn/districts/house/64a.md
new file mode 100644
index 0000000000..285da3b72d
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/64a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 64A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "64A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 64A
+
+State House district 64A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/64b.md b/data/jurisdictions/us/states/mn/districts/house/64b.md
new file mode 100644
index 0000000000..a8e412e676
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/64b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 64B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "64B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 64B
+
+State House district 64B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/65a.md b/data/jurisdictions/us/states/mn/districts/house/65a.md
new file mode 100644
index 0000000000..51b9113c0e
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/65a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 65A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "65A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 65A
+
+State House district 65A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/65b.md b/data/jurisdictions/us/states/mn/districts/house/65b.md
new file mode 100644
index 0000000000..68c83b3c99
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/65b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 65B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "65B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 65B
+
+State House district 65B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/66a.md b/data/jurisdictions/us/states/mn/districts/house/66a.md
new file mode 100644
index 0000000000..0489e05202
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/66a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 66A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "66A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 66A
+
+State House district 66A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/66b.md b/data/jurisdictions/us/states/mn/districts/house/66b.md
new file mode 100644
index 0000000000..95181f7eb7
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/66b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 66B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "66B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 66B
+
+State House district 66B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/67a.md b/data/jurisdictions/us/states/mn/districts/house/67a.md
new file mode 100644
index 0000000000..fdce946cdc
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/67a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 67A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "67A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 67A
+
+State House district 67A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/67b.md b/data/jurisdictions/us/states/mn/districts/house/67b.md
new file mode 100644
index 0000000000..b66ce6bb80
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/67b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 67B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "67B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 67B
+
+State House district 67B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/6a.md b/data/jurisdictions/us/states/mn/districts/house/6a.md
new file mode 100644
index 0000000000..eb47b857bc
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/6a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 6A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "6A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 6A
+
+State House district 6A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/6b.md b/data/jurisdictions/us/states/mn/districts/house/6b.md
new file mode 100644
index 0000000000..a91e230c47
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/6b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 6B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "6B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 6B
+
+State House district 6B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/7a.md b/data/jurisdictions/us/states/mn/districts/house/7a.md
new file mode 100644
index 0000000000..525d204e27
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/7a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 7A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "7A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 7A
+
+State House district 7A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/7b.md b/data/jurisdictions/us/states/mn/districts/house/7b.md
new file mode 100644
index 0000000000..c134f6f6a4
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/7b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 7B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "7B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 7B
+
+State House district 7B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/8a.md b/data/jurisdictions/us/states/mn/districts/house/8a.md
new file mode 100644
index 0000000000..43691b0833
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/8a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 8A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "8A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 8A
+
+State House district 8A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/8b.md b/data/jurisdictions/us/states/mn/districts/house/8b.md
new file mode 100644
index 0000000000..95d870e9d5
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/8b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 8B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "8B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 8B
+
+State House district 8B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/9a.md b/data/jurisdictions/us/states/mn/districts/house/9a.md
new file mode 100644
index 0000000000..34cf06fcb6
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/9a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 9A"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "9A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 9A
+
+State House district 9A (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/house/9b.md b/data/jurisdictions/us/states/mn/districts/house/9b.md
new file mode 100644
index 0000000000..96356dfc65
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/house/9b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN House District 9B"
+classification: state-house-district
+state: "MN"
+chamber: "house"
+district: "9B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN House District 9B
+
+State House district 9B (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/1.md b/data/jurisdictions/us/states/mn/districts/senate/1.md
new file mode 100644
index 0000000000..92d5744ecb
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 1"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 1
+
+State Senate district 1 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/10.md b/data/jurisdictions/us/states/mn/districts/senate/10.md
new file mode 100644
index 0000000000..f2d36fef95
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 10"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 10
+
+State Senate district 10 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/11.md b/data/jurisdictions/us/states/mn/districts/senate/11.md
new file mode 100644
index 0000000000..3721d4b5a8
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 11"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 11
+
+State Senate district 11 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/12.md b/data/jurisdictions/us/states/mn/districts/senate/12.md
new file mode 100644
index 0000000000..73537340be
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 12"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 12
+
+State Senate district 12 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/13.md b/data/jurisdictions/us/states/mn/districts/senate/13.md
new file mode 100644
index 0000000000..a312cc4563
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 13"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 13
+
+State Senate district 13 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/14.md b/data/jurisdictions/us/states/mn/districts/senate/14.md
new file mode 100644
index 0000000000..9b5df42565
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 14"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 14
+
+State Senate district 14 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/15.md b/data/jurisdictions/us/states/mn/districts/senate/15.md
new file mode 100644
index 0000000000..251ecbb593
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 15"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 15
+
+State Senate district 15 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/16.md b/data/jurisdictions/us/states/mn/districts/senate/16.md
new file mode 100644
index 0000000000..281b49fde7
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 16"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 16
+
+State Senate district 16 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/17.md b/data/jurisdictions/us/states/mn/districts/senate/17.md
new file mode 100644
index 0000000000..7441e94078
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 17"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 17
+
+State Senate district 17 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/18.md b/data/jurisdictions/us/states/mn/districts/senate/18.md
new file mode 100644
index 0000000000..7ca655ad7b
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 18"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 18
+
+State Senate district 18 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/19.md b/data/jurisdictions/us/states/mn/districts/senate/19.md
new file mode 100644
index 0000000000..f467e58df1
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 19"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 19
+
+State Senate district 19 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/2.md b/data/jurisdictions/us/states/mn/districts/senate/2.md
new file mode 100644
index 0000000000..d8ddb4eefd
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 2"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 2
+
+State Senate district 2 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/20.md b/data/jurisdictions/us/states/mn/districts/senate/20.md
new file mode 100644
index 0000000000..d803f5a36d
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 20"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 20
+
+State Senate district 20 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/21.md b/data/jurisdictions/us/states/mn/districts/senate/21.md
new file mode 100644
index 0000000000..e7c88e4996
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 21"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 21
+
+State Senate district 21 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/22.md b/data/jurisdictions/us/states/mn/districts/senate/22.md
new file mode 100644
index 0000000000..1607ff6ced
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 22"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 22
+
+State Senate district 22 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/23.md b/data/jurisdictions/us/states/mn/districts/senate/23.md
new file mode 100644
index 0000000000..6b53b34c93
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 23"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 23
+
+State Senate district 23 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/24.md b/data/jurisdictions/us/states/mn/districts/senate/24.md
new file mode 100644
index 0000000000..85c06b097c
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 24"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 24
+
+State Senate district 24 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/25.md b/data/jurisdictions/us/states/mn/districts/senate/25.md
new file mode 100644
index 0000000000..fe86ca35e9
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 25"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 25
+
+State Senate district 25 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/26.md b/data/jurisdictions/us/states/mn/districts/senate/26.md
new file mode 100644
index 0000000000..1dabf39dc3
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 26"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 26
+
+State Senate district 26 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/27.md b/data/jurisdictions/us/states/mn/districts/senate/27.md
new file mode 100644
index 0000000000..f7d71ae10a
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 27"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 27
+
+State Senate district 27 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/28.md b/data/jurisdictions/us/states/mn/districts/senate/28.md
new file mode 100644
index 0000000000..fc2d89574c
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 28"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 28
+
+State Senate district 28 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/29.md b/data/jurisdictions/us/states/mn/districts/senate/29.md
new file mode 100644
index 0000000000..bb177594cd
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 29"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 29
+
+State Senate district 29 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/3.md b/data/jurisdictions/us/states/mn/districts/senate/3.md
new file mode 100644
index 0000000000..841fceecd5
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 3"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 3
+
+State Senate district 3 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/30.md b/data/jurisdictions/us/states/mn/districts/senate/30.md
new file mode 100644
index 0000000000..dd42ef78dd
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 30"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 30
+
+State Senate district 30 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/31.md b/data/jurisdictions/us/states/mn/districts/senate/31.md
new file mode 100644
index 0000000000..07fc3a1c89
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 31"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 31
+
+State Senate district 31 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/32.md b/data/jurisdictions/us/states/mn/districts/senate/32.md
new file mode 100644
index 0000000000..19c5b2addb
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 32"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 32
+
+State Senate district 32 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/33.md b/data/jurisdictions/us/states/mn/districts/senate/33.md
new file mode 100644
index 0000000000..b7de4e46ce
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 33"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 33
+
+State Senate district 33 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/34.md b/data/jurisdictions/us/states/mn/districts/senate/34.md
new file mode 100644
index 0000000000..1476fe85f3
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 34"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 34
+
+State Senate district 34 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/35.md b/data/jurisdictions/us/states/mn/districts/senate/35.md
new file mode 100644
index 0000000000..f702070d36
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 35"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 35
+
+State Senate district 35 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/36.md b/data/jurisdictions/us/states/mn/districts/senate/36.md
new file mode 100644
index 0000000000..fe3980d61d
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 36"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 36
+
+State Senate district 36 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/37.md b/data/jurisdictions/us/states/mn/districts/senate/37.md
new file mode 100644
index 0000000000..4704fb9d04
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 37"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 37
+
+State Senate district 37 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/38.md b/data/jurisdictions/us/states/mn/districts/senate/38.md
new file mode 100644
index 0000000000..3ba2b3c6e7
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 38"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 38
+
+State Senate district 38 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/39.md b/data/jurisdictions/us/states/mn/districts/senate/39.md
new file mode 100644
index 0000000000..4190ff457c
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 39"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 39
+
+State Senate district 39 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/4.md b/data/jurisdictions/us/states/mn/districts/senate/4.md
new file mode 100644
index 0000000000..f2ebd2fc95
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 4"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 4
+
+State Senate district 4 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/40.md b/data/jurisdictions/us/states/mn/districts/senate/40.md
new file mode 100644
index 0000000000..e890302ec2
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 40"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 40
+
+State Senate district 40 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/41.md b/data/jurisdictions/us/states/mn/districts/senate/41.md
new file mode 100644
index 0000000000..bb20b9b77c
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 41"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 41
+
+State Senate district 41 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/42.md b/data/jurisdictions/us/states/mn/districts/senate/42.md
new file mode 100644
index 0000000000..9b6788790c
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 42"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 42
+
+State Senate district 42 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/43.md b/data/jurisdictions/us/states/mn/districts/senate/43.md
new file mode 100644
index 0000000000..3ea1344072
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 43"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 43
+
+State Senate district 43 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/44.md b/data/jurisdictions/us/states/mn/districts/senate/44.md
new file mode 100644
index 0000000000..76c9b1a8ca
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 44"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 44
+
+State Senate district 44 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/45.md b/data/jurisdictions/us/states/mn/districts/senate/45.md
new file mode 100644
index 0000000000..82f6470dff
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 45"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 45
+
+State Senate district 45 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/46.md b/data/jurisdictions/us/states/mn/districts/senate/46.md
new file mode 100644
index 0000000000..c28c2aab47
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 46"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 46
+
+State Senate district 46 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/47.md b/data/jurisdictions/us/states/mn/districts/senate/47.md
new file mode 100644
index 0000000000..c2d5316f8a
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 47"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 47
+
+State Senate district 47 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/48.md b/data/jurisdictions/us/states/mn/districts/senate/48.md
new file mode 100644
index 0000000000..7050a1cea2
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 48"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 48
+
+State Senate district 48 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/49.md b/data/jurisdictions/us/states/mn/districts/senate/49.md
new file mode 100644
index 0000000000..75706ac117
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 49"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 49
+
+State Senate district 49 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/5.md b/data/jurisdictions/us/states/mn/districts/senate/5.md
new file mode 100644
index 0000000000..095dde8e02
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 5"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 5
+
+State Senate district 5 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/50.md b/data/jurisdictions/us/states/mn/districts/senate/50.md
new file mode 100644
index 0000000000..afeae09c09
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 50"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 50
+
+State Senate district 50 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/51.md b/data/jurisdictions/us/states/mn/districts/senate/51.md
new file mode 100644
index 0000000000..749b2c5cd1
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 51"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 51
+
+State Senate district 51 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/52.md b/data/jurisdictions/us/states/mn/districts/senate/52.md
new file mode 100644
index 0000000000..725f9b36ff
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 52"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 52
+
+State Senate district 52 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/53.md b/data/jurisdictions/us/states/mn/districts/senate/53.md
new file mode 100644
index 0000000000..f2700c4479
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 53"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 53
+
+State Senate district 53 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/54.md b/data/jurisdictions/us/states/mn/districts/senate/54.md
new file mode 100644
index 0000000000..3082bb7cd1
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 54"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 54
+
+State Senate district 54 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/55.md b/data/jurisdictions/us/states/mn/districts/senate/55.md
new file mode 100644
index 0000000000..009b1425f8
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 55"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 55
+
+State Senate district 55 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/56.md b/data/jurisdictions/us/states/mn/districts/senate/56.md
new file mode 100644
index 0000000000..b16f9cd977
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 56"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 56
+
+State Senate district 56 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/57.md b/data/jurisdictions/us/states/mn/districts/senate/57.md
new file mode 100644
index 0000000000..f34baf2e7d
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 57"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 57
+
+State Senate district 57 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/58.md b/data/jurisdictions/us/states/mn/districts/senate/58.md
new file mode 100644
index 0000000000..82d42bc1b6
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 58"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 58
+
+State Senate district 58 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/59.md b/data/jurisdictions/us/states/mn/districts/senate/59.md
new file mode 100644
index 0000000000..69fbb00754
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 59"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 59
+
+State Senate district 59 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/6.md b/data/jurisdictions/us/states/mn/districts/senate/6.md
new file mode 100644
index 0000000000..1c88dd9328
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 6"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 6
+
+State Senate district 6 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/60.md b/data/jurisdictions/us/states/mn/districts/senate/60.md
new file mode 100644
index 0000000000..83810cc7bb
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 60"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 60
+
+State Senate district 60 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/61.md b/data/jurisdictions/us/states/mn/districts/senate/61.md
new file mode 100644
index 0000000000..6351202023
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 61"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 61
+
+State Senate district 61 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/62.md b/data/jurisdictions/us/states/mn/districts/senate/62.md
new file mode 100644
index 0000000000..164eba6878
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 62"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 62
+
+State Senate district 62 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/63.md b/data/jurisdictions/us/states/mn/districts/senate/63.md
new file mode 100644
index 0000000000..417ca891fe
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 63"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 63
+
+State Senate district 63 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/64.md b/data/jurisdictions/us/states/mn/districts/senate/64.md
new file mode 100644
index 0000000000..fc50401fe8
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 64"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 64
+
+State Senate district 64 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/65.md b/data/jurisdictions/us/states/mn/districts/senate/65.md
new file mode 100644
index 0000000000..443b42b9e1
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 65"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 65
+
+State Senate district 65 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/66.md b/data/jurisdictions/us/states/mn/districts/senate/66.md
new file mode 100644
index 0000000000..f977d31466
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 66"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 66
+
+State Senate district 66 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/67.md b/data/jurisdictions/us/states/mn/districts/senate/67.md
new file mode 100644
index 0000000000..7798f880d6
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 67"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 67
+
+State Senate district 67 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/7.md b/data/jurisdictions/us/states/mn/districts/senate/7.md
new file mode 100644
index 0000000000..64c440b2c8
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 7"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 7
+
+State Senate district 7 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/8.md b/data/jurisdictions/us/states/mn/districts/senate/8.md
new file mode 100644
index 0000000000..ca7ef067f4
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 8"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 8
+
+State Senate district 8 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/districts/senate/9.md b/data/jurisdictions/us/states/mn/districts/senate/9.md
new file mode 100644
index 0000000000..5e37222150
--- /dev/null
+++ b/data/jurisdictions/us/states/mn/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MN Senate District 9"
+classification: state-senate-district
+state: "MN"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mn]
+timestamp: "2026-07-03"
+---
+
+# MN Senate District 9
+
+State Senate district 9 (MN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mn/people/aisha-gomez.md b/data/jurisdictions/us/states/mn/people/aisha-gomez.md
index efc7a4bc0a..1a4eba1e46 100644
--- a/data/jurisdictions/us/states/mn/people/aisha-gomez.md
+++ b/data/jurisdictions/us/states/mn/people/aisha-gomez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 62A"
+represents: "us/states/mn/districts/house/62a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 62A (MN State House of Representatives District 62A).
 
+Represents [MN State House of Representatives District 62A](/us/states/mn/districts/house/62a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/alex-falconer.md b/data/jurisdictions/us/states/mn/people/alex-falconer.md
index dfb5c874f8..d645779d7a 100644
--- a/data/jurisdictions/us/states/mn/people/alex-falconer.md
+++ b/data/jurisdictions/us/states/mn/people/alex-falconer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 49A"
+represents: "us/states/mn/districts/house/49a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 49A (MN State House of Representatives District 49A).
 
+Represents [MN State House of Representatives District 49A](/us/states/mn/districts/house/49a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/alice-mann.md b/data/jurisdictions/us/states/mn/people/alice-mann.md
index 0808a14f3f..ae13cdae21 100644
--- a/data/jurisdictions/us/states/mn/people/alice-mann.md
+++ b/data/jurisdictions/us/states/mn/people/alice-mann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 50"
+represents: "us/states/mn/districts/senate/50"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 50 (MN State Senate District 50).
 
+Represents [MN State Senate District 50](/us/states/mn/districts/senate/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/amanda-hemmingsen-jaeger.md b/data/jurisdictions/us/states/mn/people/amanda-hemmingsen-jaeger.md
index d898d7ec47..8dd481f22d 100644
--- a/data/jurisdictions/us/states/mn/people/amanda-hemmingsen-jaeger.md
+++ b/data/jurisdictions/us/states/mn/people/amanda-hemmingsen-jaeger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 47"
+represents: "us/states/mn/districts/senate/47"
 tenure:
   start: "2025-11-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 47 (MN State Senate District 47).
 
+Represents [MN State Senate District 47](/us/states/mn/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/andrew-lang.md b/data/jurisdictions/us/states/mn/people/andrew-lang.md
index be7e4fb071..352c5fa035 100644
--- a/data/jurisdictions/us/states/mn/people/andrew-lang.md
+++ b/data/jurisdictions/us/states/mn/people/andrew-lang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 16"
+represents: "us/states/mn/districts/senate/16"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 16 (MN State Senate District 16).
 
+Represents [MN State Senate District 16](/us/states/mn/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/andrew-mathews.md b/data/jurisdictions/us/states/mn/people/andrew-mathews.md
index a334b04f1c..ed6bb0fa45 100644
--- a/data/jurisdictions/us/states/mn/people/andrew-mathews.md
+++ b/data/jurisdictions/us/states/mn/people/andrew-mathews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 27"
+represents: "us/states/mn/districts/senate/27"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 27 (MN State Senate District 27).
 
+Represents [MN State Senate District 27](/us/states/mn/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/andrew-myers.md b/data/jurisdictions/us/states/mn/people/andrew-myers.md
index 1531212640..85aaa99bff 100644
--- a/data/jurisdictions/us/states/mn/people/andrew-myers.md
+++ b/data/jurisdictions/us/states/mn/people/andrew-myers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 45A"
+represents: "us/states/mn/districts/house/45a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 45A (MN State House of Representatives District 45A).
 
+Represents [MN State House of Representatives District 45A](/us/states/mn/districts/house/45a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/andy-smith.md b/data/jurisdictions/us/states/mn/people/andy-smith.md
index 6218f7257e..9021cbfc86 100644
--- a/data/jurisdictions/us/states/mn/people/andy-smith.md
+++ b/data/jurisdictions/us/states/mn/people/andy-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 25B"
+represents: "us/states/mn/districts/house/25b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 25B (MN State House of Representatives District 25B).
 
+Represents [MN State House of Representatives District 25B](/us/states/mn/districts/house/25b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/ann-johnson-stewart.md b/data/jurisdictions/us/states/mn/people/ann-johnson-stewart.md
index e18b314a43..e1496de140 100644
--- a/data/jurisdictions/us/states/mn/people/ann-johnson-stewart.md
+++ b/data/jurisdictions/us/states/mn/people/ann-johnson-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 45"
+represents: "us/states/mn/districts/senate/45"
 tenure:
   start: "2024-11-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 45 (MN State Senate District 45).
 
+Represents [MN State Senate District 45](/us/states/mn/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/ann-rest.md b/data/jurisdictions/us/states/mn/people/ann-rest.md
index 2dd7eeff16..d2bbde6587 100644
--- a/data/jurisdictions/us/states/mn/people/ann-rest.md
+++ b/data/jurisdictions/us/states/mn/people/ann-rest.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 43"
+represents: "us/states/mn/districts/senate/43"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 43 (MN State Senate District 43).
 
+Represents [MN State Senate District 43](/us/states/mn/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/anquam-mahamoud.md b/data/jurisdictions/us/states/mn/people/anquam-mahamoud.md
index 8793f7bcc8..0b1f0e46b6 100644
--- a/data/jurisdictions/us/states/mn/people/anquam-mahamoud.md
+++ b/data/jurisdictions/us/states/mn/people/anquam-mahamoud.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 62B"
+represents: "us/states/mn/districts/house/62b"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 62B (MN State House of Representatives District 62B).
 
+Represents [MN State House of Representatives District 62B](/us/states/mn/districts/house/62b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/aric-putnam.md b/data/jurisdictions/us/states/mn/people/aric-putnam.md
index f5621dafe0..ccc21d957a 100644
--- a/data/jurisdictions/us/states/mn/people/aric-putnam.md
+++ b/data/jurisdictions/us/states/mn/people/aric-putnam.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 14"
+represents: "us/states/mn/districts/senate/14"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 14 (MN State Senate District 14).
 
+Represents [MN State Senate District 14](/us/states/mn/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/athena-hollins.md b/data/jurisdictions/us/states/mn/people/athena-hollins.md
index 906821d09f..d77ce461c3 100644
--- a/data/jurisdictions/us/states/mn/people/athena-hollins.md
+++ b/data/jurisdictions/us/states/mn/people/athena-hollins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 66B"
+represents: "us/states/mn/districts/house/66b"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 66B (MN State House of Representatives District 66B).
 
+Represents [MN State House of Representatives District 66B](/us/states/mn/districts/house/66b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/ben-bakeberg.md b/data/jurisdictions/us/states/mn/people/ben-bakeberg.md
index d678a2c8ed..3e81e5539c 100644
--- a/data/jurisdictions/us/states/mn/people/ben-bakeberg.md
+++ b/data/jurisdictions/us/states/mn/people/ben-bakeberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 54B"
+represents: "us/states/mn/districts/house/54b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 54B (MN State House of Representatives District 54B).
 
+Represents [MN State House of Representatives District 54B](/us/states/mn/districts/house/54b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/ben-davis.md b/data/jurisdictions/us/states/mn/people/ben-davis.md
index b6fef56a5b..4619553b13 100644
--- a/data/jurisdictions/us/states/mn/people/ben-davis.md
+++ b/data/jurisdictions/us/states/mn/people/ben-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 6A"
+represents: "us/states/mn/districts/house/6a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 6A (MN State House of Representatives District 6A).
 
+Represents [MN State House of Representatives District 6A](/us/states/mn/districts/house/6a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/bernie-perryman.md b/data/jurisdictions/us/states/mn/people/bernie-perryman.md
index 249f4674ab..68007912c5 100644
--- a/data/jurisdictions/us/states/mn/people/bernie-perryman.md
+++ b/data/jurisdictions/us/states/mn/people/bernie-perryman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 14A"
+represents: "us/states/mn/districts/house/14a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 14A (MN State House of Representatives District 14A).
 
+Represents [MN State House of Representatives District 14A](/us/states/mn/districts/house/14a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/bianca-virnig.md b/data/jurisdictions/us/states/mn/people/bianca-virnig.md
index bb54e376cd..4cfbc764dc 100644
--- a/data/jurisdictions/us/states/mn/people/bianca-virnig.md
+++ b/data/jurisdictions/us/states/mn/people/bianca-virnig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 52B"
+represents: "us/states/mn/districts/house/52b"
 tenure:
   start: "2024-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 52B (MN State House of Representatives District 52B).
 
+Represents [MN State House of Representatives District 52B](/us/states/mn/districts/house/52b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/bidal-duran.md b/data/jurisdictions/us/states/mn/people/bidal-duran.md
index 63aeb3d1ea..c883b9e43e 100644
--- a/data/jurisdictions/us/states/mn/people/bidal-duran.md
+++ b/data/jurisdictions/us/states/mn/people/bidal-duran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 2A"
+represents: "us/states/mn/districts/house/2a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 2A (MN State House of Representatives District 2A).
 
+Represents [MN State House of Representatives District 2A](/us/states/mn/districts/house/2a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/bill-lieske.md b/data/jurisdictions/us/states/mn/people/bill-lieske.md
index c50a78a17e..3eae0c6d65 100644
--- a/data/jurisdictions/us/states/mn/people/bill-lieske.md
+++ b/data/jurisdictions/us/states/mn/people/bill-lieske.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 58"
+represents: "us/states/mn/districts/senate/58"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 58 (MN State Senate District 58).
 
+Represents [MN State Senate District 58](/us/states/mn/districts/senate/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/bill-weber.md b/data/jurisdictions/us/states/mn/people/bill-weber.md
index 1d6efec0c3..ac3429db56 100644
--- a/data/jurisdictions/us/states/mn/people/bill-weber.md
+++ b/data/jurisdictions/us/states/mn/people/bill-weber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 21"
+represents: "us/states/mn/districts/senate/21"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 21 (MN State Senate District 21).
 
+Represents [MN State Senate District 21](/us/states/mn/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/bjorn-olson.md b/data/jurisdictions/us/states/mn/people/bjorn-olson.md
index 66ae882ea1..35b2ebee7b 100644
--- a/data/jurisdictions/us/states/mn/people/bjorn-olson.md
+++ b/data/jurisdictions/us/states/mn/people/bjorn-olson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 22A"
+represents: "us/states/mn/districts/house/22a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 22A (MN State House of Representatives District 22A).
 
+Represents [MN State House of Representatives District 22A](/us/states/mn/districts/house/22a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/bobbie-harder.md b/data/jurisdictions/us/states/mn/people/bobbie-harder.md
index bcbf5947f3..63b36319b3 100644
--- a/data/jurisdictions/us/states/mn/people/bobbie-harder.md
+++ b/data/jurisdictions/us/states/mn/people/bobbie-harder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 17B"
+represents: "us/states/mn/districts/house/17b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 17B (MN State House of Representatives District 17B).
 
+Represents [MN State House of Representatives District 17B](/us/states/mn/districts/house/17b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/bobby-joe-champion.md b/data/jurisdictions/us/states/mn/people/bobby-joe-champion.md
index f912c9e884..2781122bb6 100644
--- a/data/jurisdictions/us/states/mn/people/bobby-joe-champion.md
+++ b/data/jurisdictions/us/states/mn/people/bobby-joe-champion.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 59"
+represents: "us/states/mn/districts/senate/59"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 59 (MN State Senate District 59).
 
+Represents [MN State Senate District 59](/us/states/mn/districts/senate/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/bonnie-westlin.md b/data/jurisdictions/us/states/mn/people/bonnie-westlin.md
index 6cdb7bf9a2..2aabc978a8 100644
--- a/data/jurisdictions/us/states/mn/people/bonnie-westlin.md
+++ b/data/jurisdictions/us/states/mn/people/bonnie-westlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 42"
+represents: "us/states/mn/districts/senate/42"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 42 (MN State Senate District 42).
 
+Represents [MN State Senate District 42](/us/states/mn/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/brad-tabke.md b/data/jurisdictions/us/states/mn/people/brad-tabke.md
index 40ddafa71a..c690d88dbb 100644
--- a/data/jurisdictions/us/states/mn/people/brad-tabke.md
+++ b/data/jurisdictions/us/states/mn/people/brad-tabke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 54A"
+represents: "us/states/mn/districts/house/54a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 54A (MN State House of Representatives District 54A).
 
+Represents [MN State House of Representatives District 54A](/us/states/mn/districts/house/54a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/brion-curran.md b/data/jurisdictions/us/states/mn/people/brion-curran.md
index 42c2cf3fd0..cc1fcfb780 100644
--- a/data/jurisdictions/us/states/mn/people/brion-curran.md
+++ b/data/jurisdictions/us/states/mn/people/brion-curran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 36B"
+represents: "us/states/mn/districts/house/36b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 36B (MN State House of Representatives District 36B).
 
+Represents [MN State House of Representatives District 36B](/us/states/mn/districts/house/36b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/bryan-lawrence.md b/data/jurisdictions/us/states/mn/people/bryan-lawrence.md
index dfede9cf94..b13de01cea 100644
--- a/data/jurisdictions/us/states/mn/people/bryan-lawrence.md
+++ b/data/jurisdictions/us/states/mn/people/bryan-lawrence.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 27B"
+represents: "us/states/mn/districts/house/27b"
 tenure:
   start: "2024-04-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 27B (MN State House of Representatives District 27B).
 
+Represents [MN State House of Representatives District 27B](/us/states/mn/districts/house/27b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/cal-bahr.md b/data/jurisdictions/us/states/mn/people/cal-bahr.md
index c85999513c..0b99645ae4 100644
--- a/data/jurisdictions/us/states/mn/people/cal-bahr.md
+++ b/data/jurisdictions/us/states/mn/people/cal-bahr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 31"
+represents: "us/states/mn/districts/senate/31"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 31 (MN State Senate District 31).
 
+Represents [MN State Senate District 31](/us/states/mn/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/cal-warwas.md b/data/jurisdictions/us/states/mn/people/cal-warwas.md
index b9bfc17db9..5669c5a000 100644
--- a/data/jurisdictions/us/states/mn/people/cal-warwas.md
+++ b/data/jurisdictions/us/states/mn/people/cal-warwas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 7B"
+represents: "us/states/mn/districts/house/7b"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 7B (MN State House of Representatives District 7B).
 
+Represents [MN State House of Representatives District 7B](/us/states/mn/districts/house/7b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/carla-nelson.md b/data/jurisdictions/us/states/mn/people/carla-nelson.md
index 9547f25e72..bf92cb6e60 100644
--- a/data/jurisdictions/us/states/mn/people/carla-nelson.md
+++ b/data/jurisdictions/us/states/mn/people/carla-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 24"
+represents: "us/states/mn/districts/senate/24"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 24 (MN State Senate District 24).
 
+Represents [MN State Senate District 24](/us/states/mn/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/carlie-kotyza-witthuhn.md b/data/jurisdictions/us/states/mn/people/carlie-kotyza-witthuhn.md
index 5580744694..053b11eb53 100644
--- a/data/jurisdictions/us/states/mn/people/carlie-kotyza-witthuhn.md
+++ b/data/jurisdictions/us/states/mn/people/carlie-kotyza-witthuhn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 49B"
+represents: "us/states/mn/districts/house/49b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 49B (MN State House of Representatives District 49B).
 
+Represents [MN State House of Representatives District 49B](/us/states/mn/districts/house/49b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/cedrick-frazier.md b/data/jurisdictions/us/states/mn/people/cedrick-frazier.md
index 106035239b..33deeffaf0 100644
--- a/data/jurisdictions/us/states/mn/people/cedrick-frazier.md
+++ b/data/jurisdictions/us/states/mn/people/cedrick-frazier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 43A"
+represents: "us/states/mn/districts/house/43a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 43A (MN State House of Representatives District 43A).
 
+Represents [MN State House of Representatives District 43A](/us/states/mn/districts/house/43a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/cheryl-youakim.md b/data/jurisdictions/us/states/mn/people/cheryl-youakim.md
index c3dd35f4e8..425f75a01f 100644
--- a/data/jurisdictions/us/states/mn/people/cheryl-youakim.md
+++ b/data/jurisdictions/us/states/mn/people/cheryl-youakim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 46B"
+represents: "us/states/mn/districts/house/46b"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 46B (MN State House of Representatives District 46B).
 
+Represents [MN State House of Representatives District 46B](/us/states/mn/districts/house/46b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/chris-swedzinski.md b/data/jurisdictions/us/states/mn/people/chris-swedzinski.md
index 2f9084427e..89c06f7f38 100644
--- a/data/jurisdictions/us/states/mn/people/chris-swedzinski.md
+++ b/data/jurisdictions/us/states/mn/people/chris-swedzinski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 15A"
+represents: "us/states/mn/districts/house/15a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 15A (MN State House of Representatives District 15A).
 
+Represents [MN State House of Representatives District 15A](/us/states/mn/districts/house/15a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/clare-oumou-verbeten.md b/data/jurisdictions/us/states/mn/people/clare-oumou-verbeten.md
index 02074416ca..6c34bdc928 100644
--- a/data/jurisdictions/us/states/mn/people/clare-oumou-verbeten.md
+++ b/data/jurisdictions/us/states/mn/people/clare-oumou-verbeten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 66"
+represents: "us/states/mn/districts/senate/66"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 66 (MN State Senate District 66).
 
+Represents [MN State Senate District 66](/us/states/mn/districts/senate/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/dan-wolgamott.md b/data/jurisdictions/us/states/mn/people/dan-wolgamott.md
index 244fa1ec28..50434a402d 100644
--- a/data/jurisdictions/us/states/mn/people/dan-wolgamott.md
+++ b/data/jurisdictions/us/states/mn/people/dan-wolgamott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 14B"
+represents: "us/states/mn/districts/house/14b"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 14B (MN State House of Representatives District 14B).
 
+Represents [MN State House of Representatives District 14B](/us/states/mn/districts/house/14b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/danny-nadeau.md b/data/jurisdictions/us/states/mn/people/danny-nadeau.md
index 667b3b8517..f7eb2aadc9 100644
--- a/data/jurisdictions/us/states/mn/people/danny-nadeau.md
+++ b/data/jurisdictions/us/states/mn/people/danny-nadeau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 34A"
+represents: "us/states/mn/districts/house/34a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 34A (MN State House of Representatives District 34A).
 
+Represents [MN State House of Representatives District 34A](/us/states/mn/districts/house/34a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/dave-baker.md b/data/jurisdictions/us/states/mn/people/dave-baker.md
index fd871b0f23..d30a487b71 100644
--- a/data/jurisdictions/us/states/mn/people/dave-baker.md
+++ b/data/jurisdictions/us/states/mn/people/dave-baker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 16B"
+represents: "us/states/mn/districts/house/16b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 16B (MN State House of Representatives District 16B).
 
+Represents [MN State House of Representatives District 16B](/us/states/mn/districts/house/16b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/dave-pinto.md b/data/jurisdictions/us/states/mn/people/dave-pinto.md
index 8c6c4a6673..597d23a9ce 100644
--- a/data/jurisdictions/us/states/mn/people/dave-pinto.md
+++ b/data/jurisdictions/us/states/mn/people/dave-pinto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 64B"
+represents: "us/states/mn/districts/house/64b"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 64B (MN State House of Representatives District 64B).
 
+Represents [MN State House of Representatives District 64B](/us/states/mn/districts/house/64b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/david-gottfried.md b/data/jurisdictions/us/states/mn/people/david-gottfried.md
index d650ffbaf9..b6d58c4780 100644
--- a/data/jurisdictions/us/states/mn/people/david-gottfried.md
+++ b/data/jurisdictions/us/states/mn/people/david-gottfried.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 40B"
+represents: "us/states/mn/districts/house/40b"
 tenure:
   start: "2025-03-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 40B (MN State House of Representatives District 40B).
 
+Represents [MN State House of Representatives District 40B](/us/states/mn/districts/house/40b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/dawn-gillman.md b/data/jurisdictions/us/states/mn/people/dawn-gillman.md
index 1f16fa8184..c69cf5fec8 100644
--- a/data/jurisdictions/us/states/mn/people/dawn-gillman.md
+++ b/data/jurisdictions/us/states/mn/people/dawn-gillman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 17A"
+represents: "us/states/mn/districts/house/17a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 17A (MN State House of Representatives District 17A).
 
+Represents [MN State House of Representatives District 17A](/us/states/mn/districts/house/17a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/doron-clark.md b/data/jurisdictions/us/states/mn/people/doron-clark.md
index 124c25bb29..e82e277884 100644
--- a/data/jurisdictions/us/states/mn/people/doron-clark.md
+++ b/data/jurisdictions/us/states/mn/people/doron-clark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 60"
+represents: "us/states/mn/districts/senate/60"
 tenure:
   start: "2025-02-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 60 (MN State Senate District 60).
 
+Represents [MN State Senate District 60](/us/states/mn/districts/senate/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/drew-roach.md b/data/jurisdictions/us/states/mn/people/drew-roach.md
index bb2356b87b..4164e23602 100644
--- a/data/jurisdictions/us/states/mn/people/drew-roach.md
+++ b/data/jurisdictions/us/states/mn/people/drew-roach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 58B"
+represents: "us/states/mn/districts/house/58b"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 58B (MN State House of Representatives District 58B).
 
+Represents [MN State House of Representatives District 58B](/us/states/mn/districts/house/58b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/duane-quam.md b/data/jurisdictions/us/states/mn/people/duane-quam.md
index b453e5f93c..ba9998f462 100644
--- a/data/jurisdictions/us/states/mn/people/duane-quam.md
+++ b/data/jurisdictions/us/states/mn/people/duane-quam.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 24A"
+represents: "us/states/mn/districts/house/24a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 24A (MN State House of Representatives District 24A).
 
+Represents [MN State House of Representatives District 24A](/us/states/mn/districts/house/24a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/elliott-engen.md b/data/jurisdictions/us/states/mn/people/elliott-engen.md
index 749d423d2c..e2c4df447d 100644
--- a/data/jurisdictions/us/states/mn/people/elliott-engen.md
+++ b/data/jurisdictions/us/states/mn/people/elliott-engen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 36A"
+represents: "us/states/mn/districts/house/36a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 36A (MN State House of Representatives District 36A).
 
+Represents [MN State House of Representatives District 36A](/us/states/mn/districts/house/36a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/emma-greenman.md b/data/jurisdictions/us/states/mn/people/emma-greenman.md
index d9d7127db1..6dbcc3746a 100644
--- a/data/jurisdictions/us/states/mn/people/emma-greenman.md
+++ b/data/jurisdictions/us/states/mn/people/emma-greenman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 63B"
+represents: "us/states/mn/districts/house/63b"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 63B (MN State House of Representatives District 63B).
 
+Represents [MN State House of Representatives District 63B](/us/states/mn/districts/house/63b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/eric-lucero.md b/data/jurisdictions/us/states/mn/people/eric-lucero.md
index c32bd9f395..8d45a493ee 100644
--- a/data/jurisdictions/us/states/mn/people/eric-lucero.md
+++ b/data/jurisdictions/us/states/mn/people/eric-lucero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 30"
+represents: "us/states/mn/districts/senate/30"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 30 (MN State Senate District 30).
 
+Represents [MN State Senate District 30](/us/states/mn/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/eric-pratt.md b/data/jurisdictions/us/states/mn/people/eric-pratt.md
index 2ef4647292..22d5e9eff8 100644
--- a/data/jurisdictions/us/states/mn/people/eric-pratt.md
+++ b/data/jurisdictions/us/states/mn/people/eric-pratt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 54"
+represents: "us/states/mn/districts/senate/54"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 54 (MN State Senate District 54).
 
+Represents [MN State Senate District 54](/us/states/mn/districts/senate/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/erica-schwartz.md b/data/jurisdictions/us/states/mn/people/erica-schwartz.md
index 321db8e04d..5c500ab56e 100644
--- a/data/jurisdictions/us/states/mn/people/erica-schwartz.md
+++ b/data/jurisdictions/us/states/mn/people/erica-schwartz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 18A"
+represents: "us/states/mn/districts/house/18a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 18A (MN State House of Representatives District 18A).
 
+Represents [MN State House of Representatives District 18A](/us/states/mn/districts/house/18a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/erin-koegel.md b/data/jurisdictions/us/states/mn/people/erin-koegel.md
index 78169040af..1fcf29c613 100644
--- a/data/jurisdictions/us/states/mn/people/erin-koegel.md
+++ b/data/jurisdictions/us/states/mn/people/erin-koegel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 39A"
+represents: "us/states/mn/districts/house/39a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 39A (MN State House of Representatives District 39A).
 
+Represents [MN State House of Representatives District 39A](/us/states/mn/districts/house/39a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/erin-maye-quade.md b/data/jurisdictions/us/states/mn/people/erin-maye-quade.md
index d11a2c8650..c3d3f093bb 100644
--- a/data/jurisdictions/us/states/mn/people/erin-maye-quade.md
+++ b/data/jurisdictions/us/states/mn/people/erin-maye-quade.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 56"
+represents: "us/states/mn/districts/senate/56"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 56 (MN State Senate District 56).
 
+Represents [MN State Senate District 56](/us/states/mn/districts/senate/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/erin-murphy.md b/data/jurisdictions/us/states/mn/people/erin-murphy.md
index d13eca1234..73f3207b00 100644
--- a/data/jurisdictions/us/states/mn/people/erin-murphy.md
+++ b/data/jurisdictions/us/states/mn/people/erin-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 64"
+represents: "us/states/mn/districts/senate/64"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 64 (MN State Senate District 64).
 
+Represents [MN State Senate District 64](/us/states/mn/districts/senate/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/esther-agbaje.md b/data/jurisdictions/us/states/mn/people/esther-agbaje.md
index 669d2da525..a53bfef1fb 100644
--- a/data/jurisdictions/us/states/mn/people/esther-agbaje.md
+++ b/data/jurisdictions/us/states/mn/people/esther-agbaje.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 59B"
+represents: "us/states/mn/districts/house/59b"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 59B (MN State House of Representatives District 59B).
 
+Represents [MN State House of Representatives District 59B](/us/states/mn/districts/house/59b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/ethan-cha.md b/data/jurisdictions/us/states/mn/people/ethan-cha.md
index fba72f55b1..26d9fafefb 100644
--- a/data/jurisdictions/us/states/mn/people/ethan-cha.md
+++ b/data/jurisdictions/us/states/mn/people/ethan-cha.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 47B"
+represents: "us/states/mn/districts/house/47b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 47B (MN State House of Representatives District 47B).
 
+Represents [MN State House of Representatives District 47B](/us/states/mn/districts/house/47b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/foung-hawj.md b/data/jurisdictions/us/states/mn/people/foung-hawj.md
index fbb48dee19..61d87dfe63 100644
--- a/data/jurisdictions/us/states/mn/people/foung-hawj.md
+++ b/data/jurisdictions/us/states/mn/people/foung-hawj.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 67"
+represents: "us/states/mn/districts/senate/67"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 67 (MN State Senate District 67).
 
+Represents [MN State Senate District 67](/us/states/mn/districts/senate/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/fue-lee.md b/data/jurisdictions/us/states/mn/people/fue-lee.md
index 381d143d2b..78c5cdeda0 100644
--- a/data/jurisdictions/us/states/mn/people/fue-lee.md
+++ b/data/jurisdictions/us/states/mn/people/fue-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 59A"
+represents: "us/states/mn/districts/house/59a"
 tenure:
   start: "2017-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 59A (MN State House of Representatives District 59A).
 
+Represents [MN State House of Representatives District 59A](/us/states/mn/districts/house/59a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/gary-dahms.md b/data/jurisdictions/us/states/mn/people/gary-dahms.md
index 2365e5066e..63024f2e45 100644
--- a/data/jurisdictions/us/states/mn/people/gary-dahms.md
+++ b/data/jurisdictions/us/states/mn/people/gary-dahms.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 15"
+represents: "us/states/mn/districts/senate/15"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 15 (MN State Senate District 15).
 
+Represents [MN State Senate District 15](/us/states/mn/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/gene-dornink.md b/data/jurisdictions/us/states/mn/people/gene-dornink.md
index 4b4da8a24d..1a60199508 100644
--- a/data/jurisdictions/us/states/mn/people/gene-dornink.md
+++ b/data/jurisdictions/us/states/mn/people/gene-dornink.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 23"
+represents: "us/states/mn/districts/senate/23"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 23 (MN State Senate District 23).
 
+Represents [MN State Senate District 23](/us/states/mn/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/ginny-klevorn.md b/data/jurisdictions/us/states/mn/people/ginny-klevorn.md
index 02270448fa..0c75b5929d 100644
--- a/data/jurisdictions/us/states/mn/people/ginny-klevorn.md
+++ b/data/jurisdictions/us/states/mn/people/ginny-klevorn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 42B"
+represents: "us/states/mn/districts/house/42b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 42B (MN State House of Representatives District 42B).
 
+Represents [MN State House of Representatives District 42B](/us/states/mn/districts/house/42b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/glenn-gruenhagen.md b/data/jurisdictions/us/states/mn/people/glenn-gruenhagen.md
index 67816dd1cc..1f3c2ab5a7 100644
--- a/data/jurisdictions/us/states/mn/people/glenn-gruenhagen.md
+++ b/data/jurisdictions/us/states/mn/people/glenn-gruenhagen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 17"
+represents: "us/states/mn/districts/senate/17"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 17 (MN State Senate District 17).
 
+Represents [MN State Senate District 17](/us/states/mn/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/grant-hauschild.md b/data/jurisdictions/us/states/mn/people/grant-hauschild.md
index 0f2aa4f9a2..fda90243b5 100644
--- a/data/jurisdictions/us/states/mn/people/grant-hauschild.md
+++ b/data/jurisdictions/us/states/mn/people/grant-hauschild.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 3"
+represents: "us/states/mn/districts/senate/3"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 3 (MN State Senate District 3).
 
+Represents [MN State Senate District 3](/us/states/mn/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/greg-davids.md b/data/jurisdictions/us/states/mn/people/greg-davids.md
index 4d30a3e821..687965d67a 100644
--- a/data/jurisdictions/us/states/mn/people/greg-davids.md
+++ b/data/jurisdictions/us/states/mn/people/greg-davids.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 26B"
+represents: "us/states/mn/districts/house/26b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 26B (MN State House of Representatives District 26B).
 
+Represents [MN State House of Representatives District 26B](/us/states/mn/districts/house/26b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/harry-niska.md b/data/jurisdictions/us/states/mn/people/harry-niska.md
index 89854eec6d..607adf30a8 100644
--- a/data/jurisdictions/us/states/mn/people/harry-niska.md
+++ b/data/jurisdictions/us/states/mn/people/harry-niska.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 31A"
+represents: "us/states/mn/districts/house/31a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 31A (MN State House of Representatives District 31A).
 
+Represents [MN State House of Representatives District 31A](/us/states/mn/districts/house/31a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/heather-gustafson.md b/data/jurisdictions/us/states/mn/people/heather-gustafson.md
index 99cb3bd3eb..1abcfa5a41 100644
--- a/data/jurisdictions/us/states/mn/people/heather-gustafson.md
+++ b/data/jurisdictions/us/states/mn/people/heather-gustafson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 36"
+represents: "us/states/mn/districts/senate/36"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 36 (MN State Senate District 36).
 
+Represents [MN State Senate District 36](/us/states/mn/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/heather-keeler.md b/data/jurisdictions/us/states/mn/people/heather-keeler.md
index b4f624e8fb..eda8e04384 100644
--- a/data/jurisdictions/us/states/mn/people/heather-keeler.md
+++ b/data/jurisdictions/us/states/mn/people/heather-keeler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 4A"
+represents: "us/states/mn/districts/house/4a"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 4A (MN State House of Representatives District 4A).
 
+Represents [MN State House of Representatives District 4A](/us/states/mn/districts/house/4a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/huldah-hiltsley.md b/data/jurisdictions/us/states/mn/people/huldah-hiltsley.md
index 32dede777c..f51c449a00 100644
--- a/data/jurisdictions/us/states/mn/people/huldah-hiltsley.md
+++ b/data/jurisdictions/us/states/mn/people/huldah-hiltsley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 38A"
+represents: "us/states/mn/districts/house/38a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 38A (MN State House of Representatives District 38A).
 
+Represents [MN State House of Representatives District 38A](/us/states/mn/districts/house/38a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/isaac-schultz.md b/data/jurisdictions/us/states/mn/people/isaac-schultz.md
index b63d86f266..57ff57f90d 100644
--- a/data/jurisdictions/us/states/mn/people/isaac-schultz.md
+++ b/data/jurisdictions/us/states/mn/people/isaac-schultz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 10B"
+represents: "us/states/mn/districts/house/10b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 10B (MN State House of Representatives District 10B).
 
+Represents [MN State House of Representatives District 10B](/us/states/mn/districts/house/10b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jamie-long.md b/data/jurisdictions/us/states/mn/people/jamie-long.md
index 93d9032109..c2e018c2c0 100644
--- a/data/jurisdictions/us/states/mn/people/jamie-long.md
+++ b/data/jurisdictions/us/states/mn/people/jamie-long.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 61B"
+represents: "us/states/mn/districts/house/61b"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 61B (MN State House of Representatives District 61B).
 
+Represents [MN State House of Representatives District 61B](/us/states/mn/districts/house/61b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jason-rarick.md b/data/jurisdictions/us/states/mn/people/jason-rarick.md
index b2e7692691..4c57fd2e52 100644
--- a/data/jurisdictions/us/states/mn/people/jason-rarick.md
+++ b/data/jurisdictions/us/states/mn/people/jason-rarick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 11"
+represents: "us/states/mn/districts/senate/11"
 tenure:
   start: "2019-02-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 11 (MN State Senate District 11).
 
+Represents [MN State Senate District 11](/us/states/mn/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jay-xiong.md b/data/jurisdictions/us/states/mn/people/jay-xiong.md
index 18868cbd46..79028367c6 100644
--- a/data/jurisdictions/us/states/mn/people/jay-xiong.md
+++ b/data/jurisdictions/us/states/mn/people/jay-xiong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 67B"
+represents: "us/states/mn/districts/house/67b"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 67B (MN State House of Representatives District 67B).
 
+Represents [MN State House of Representatives District 67B](/us/states/mn/districts/house/67b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jeff-backer.md b/data/jurisdictions/us/states/mn/people/jeff-backer.md
index 9590772509..2f927b1a9e 100644
--- a/data/jurisdictions/us/states/mn/people/jeff-backer.md
+++ b/data/jurisdictions/us/states/mn/people/jeff-backer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 9A"
+represents: "us/states/mn/districts/house/9a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 9A (MN State House of Representatives District 9A).
 
+Represents [MN State House of Representatives District 9A](/us/states/mn/districts/house/9a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jeff-dotseth.md b/data/jurisdictions/us/states/mn/people/jeff-dotseth.md
index 2fc0f62662..5516977d5a 100644
--- a/data/jurisdictions/us/states/mn/people/jeff-dotseth.md
+++ b/data/jurisdictions/us/states/mn/people/jeff-dotseth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 11A"
+represents: "us/states/mn/districts/house/11a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 11A (MN State House of Representatives District 11A).
 
+Represents [MN State House of Representatives District 11A](/us/states/mn/districts/house/11a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jeff-howe.md b/data/jurisdictions/us/states/mn/people/jeff-howe.md
index f104a40a17..cd7ef9f8af 100644
--- a/data/jurisdictions/us/states/mn/people/jeff-howe.md
+++ b/data/jurisdictions/us/states/mn/people/jeff-howe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 13"
+represents: "us/states/mn/districts/senate/13"
 tenure:
   start: "2018-12-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 13 (MN State Senate District 13).
 
+Represents [MN State Senate District 13](/us/states/mn/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jeff-witte.md b/data/jurisdictions/us/states/mn/people/jeff-witte.md
index adaf58f55a..c1bf21306e 100644
--- a/data/jurisdictions/us/states/mn/people/jeff-witte.md
+++ b/data/jurisdictions/us/states/mn/people/jeff-witte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 57B"
+represents: "us/states/mn/districts/house/57b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 57B (MN State House of Representatives District 57B).
 
+Represents [MN State House of Representatives District 57B](/us/states/mn/districts/house/57b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jen-mcewen.md b/data/jurisdictions/us/states/mn/people/jen-mcewen.md
index e80b63ddf0..a3e4dba4fa 100644
--- a/data/jurisdictions/us/states/mn/people/jen-mcewen.md
+++ b/data/jurisdictions/us/states/mn/people/jen-mcewen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 8"
+represents: "us/states/mn/districts/senate/8"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 8 (MN State Senate District 8).
 
+Represents [MN State Senate District 8](/us/states/mn/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jeremy-miller.md b/data/jurisdictions/us/states/mn/people/jeremy-miller.md
index 7f6dd9c4ac..1a53103fe5 100644
--- a/data/jurisdictions/us/states/mn/people/jeremy-miller.md
+++ b/data/jurisdictions/us/states/mn/people/jeremy-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 26"
+represents: "us/states/mn/districts/senate/26"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 26 (MN State Senate District 26).
 
+Represents [MN State Senate District 26](/us/states/mn/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jess-hanson.md b/data/jurisdictions/us/states/mn/people/jess-hanson.md
index ccf5115301..3cf0fe0d82 100644
--- a/data/jurisdictions/us/states/mn/people/jess-hanson.md
+++ b/data/jurisdictions/us/states/mn/people/jess-hanson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 55A"
+represents: "us/states/mn/districts/house/55a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 55A (MN State House of Representatives District 55A).
 
+Represents [MN State House of Representatives District 55A](/us/states/mn/districts/house/55a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jim-abeler.md b/data/jurisdictions/us/states/mn/people/jim-abeler.md
index 6208901163..1b95e2233b 100644
--- a/data/jurisdictions/us/states/mn/people/jim-abeler.md
+++ b/data/jurisdictions/us/states/mn/people/jim-abeler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 35"
+represents: "us/states/mn/districts/senate/35"
 tenure:
   start: "2016-02-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 35 (MN State Senate District 35).
 
+Represents [MN State Senate District 35](/us/states/mn/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jim-carlson.md b/data/jurisdictions/us/states/mn/people/jim-carlson.md
index 6fda858a0c..63a1d47a5a 100644
--- a/data/jurisdictions/us/states/mn/people/jim-carlson.md
+++ b/data/jurisdictions/us/states/mn/people/jim-carlson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 52"
+represents: "us/states/mn/districts/senate/52"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 52 (MN State Senate District 52).
 
+Represents [MN State Senate District 52](/us/states/mn/districts/senate/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jim-joy.md b/data/jurisdictions/us/states/mn/people/jim-joy.md
index c80f202163..a423a4301c 100644
--- a/data/jurisdictions/us/states/mn/people/jim-joy.md
+++ b/data/jurisdictions/us/states/mn/people/jim-joy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 4B"
+represents: "us/states/mn/districts/house/4b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 4B (MN State House of Representatives District 4B).
 
+Represents [MN State House of Representatives District 4B](/us/states/mn/districts/house/4b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jim-nash.md b/data/jurisdictions/us/states/mn/people/jim-nash.md
index 51b4ccff30..424ddf1761 100644
--- a/data/jurisdictions/us/states/mn/people/jim-nash.md
+++ b/data/jurisdictions/us/states/mn/people/jim-nash.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 48A"
+represents: "us/states/mn/districts/house/48a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 48A (MN State House of Representatives District 48A).
 
+Represents [MN State House of Representatives District 48A](/us/states/mn/districts/house/48a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jimmy-gordon.md b/data/jurisdictions/us/states/mn/people/jimmy-gordon.md
index b5403628be..348319c6e3 100644
--- a/data/jurisdictions/us/states/mn/people/jimmy-gordon.md
+++ b/data/jurisdictions/us/states/mn/people/jimmy-gordon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 28A"
+represents: "us/states/mn/districts/house/28a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 28A (MN State House of Representatives District 28A).
 
+Represents [MN State House of Representatives District 28A](/us/states/mn/districts/house/28a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/joe-mcdonald.md b/data/jurisdictions/us/states/mn/people/joe-mcdonald.md
index df1f89cf03..f2ce4e7b60 100644
--- a/data/jurisdictions/us/states/mn/people/joe-mcdonald.md
+++ b/data/jurisdictions/us/states/mn/people/joe-mcdonald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 29A"
+represents: "us/states/mn/districts/house/29a"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 29A (MN State House of Representatives District 29A).
 
+Represents [MN State House of Representatives District 29A](/us/states/mn/districts/house/29a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/john-burkel.md b/data/jurisdictions/us/states/mn/people/john-burkel.md
index c216c85437..37ab00450b 100644
--- a/data/jurisdictions/us/states/mn/people/john-burkel.md
+++ b/data/jurisdictions/us/states/mn/people/john-burkel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 1A"
+represents: "us/states/mn/districts/house/1a"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 1A (MN State House of Representatives District 1A).
 
+Represents [MN State House of Representatives District 1A](/us/states/mn/districts/house/1a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/john-hoffman.md b/data/jurisdictions/us/states/mn/people/john-hoffman.md
index 8219bede76..6fd1880158 100644
--- a/data/jurisdictions/us/states/mn/people/john-hoffman.md
+++ b/data/jurisdictions/us/states/mn/people/john-hoffman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 34"
+represents: "us/states/mn/districts/senate/34"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 34 (MN State Senate District 34).
 
+Represents [MN State Senate District 34](/us/states/mn/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/john-huot.md b/data/jurisdictions/us/states/mn/people/john-huot.md
index 066bf9028c..b1daeede31 100644
--- a/data/jurisdictions/us/states/mn/people/john-huot.md
+++ b/data/jurisdictions/us/states/mn/people/john-huot.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 56B"
+represents: "us/states/mn/districts/house/56b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 56B (MN State House of Representatives District 56B).
 
+Represents [MN State House of Representatives District 56B](/us/states/mn/districts/house/56b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/john-jasinski.md b/data/jurisdictions/us/states/mn/people/john-jasinski.md
index 33717909da..3824f9ef43 100644
--- a/data/jurisdictions/us/states/mn/people/john-jasinski.md
+++ b/data/jurisdictions/us/states/mn/people/john-jasinski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 19"
+represents: "us/states/mn/districts/senate/19"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 19 (MN State Senate District 19).
 
+Represents [MN State Senate District 19](/us/states/mn/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/john-marty.md b/data/jurisdictions/us/states/mn/people/john-marty.md
index b3bf388304..a23ea5b078 100644
--- a/data/jurisdictions/us/states/mn/people/john-marty.md
+++ b/data/jurisdictions/us/states/mn/people/john-marty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 40"
+represents: "us/states/mn/districts/senate/40"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 40 (MN State Senate District 40).
 
+Represents [MN State Senate District 40](/us/states/mn/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jon-koznick.md b/data/jurisdictions/us/states/mn/people/jon-koznick.md
index 03f239c415..81ced6c58c 100644
--- a/data/jurisdictions/us/states/mn/people/jon-koznick.md
+++ b/data/jurisdictions/us/states/mn/people/jon-koznick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 57A"
+represents: "us/states/mn/districts/house/57a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 57A (MN State House of Representatives District 57A).
 
+Represents [MN State House of Representatives District 57A](/us/states/mn/districts/house/57a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/jordan-rasmusson.md b/data/jurisdictions/us/states/mn/people/jordan-rasmusson.md
index b704a97bbf..380fe21a37 100644
--- a/data/jurisdictions/us/states/mn/people/jordan-rasmusson.md
+++ b/data/jurisdictions/us/states/mn/people/jordan-rasmusson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 9"
+represents: "us/states/mn/districts/senate/9"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 9 (MN State Senate District 9).
 
+Represents [MN State Senate District 9](/us/states/mn/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/josh-heintzeman.md b/data/jurisdictions/us/states/mn/people/josh-heintzeman.md
index 1c3ffee367..12ed5a5e3f 100644
--- a/data/jurisdictions/us/states/mn/people/josh-heintzeman.md
+++ b/data/jurisdictions/us/states/mn/people/josh-heintzeman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 6B"
+represents: "us/states/mn/districts/house/6b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 6B (MN State House of Representatives District 6B).
 
+Represents [MN State House of Representatives District 6B](/us/states/mn/districts/house/6b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/josiah-hill.md b/data/jurisdictions/us/states/mn/people/josiah-hill.md
index 353b3be095..e3c27371fc 100644
--- a/data/jurisdictions/us/states/mn/people/josiah-hill.md
+++ b/data/jurisdictions/us/states/mn/people/josiah-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 33B"
+represents: "us/states/mn/districts/house/33b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 33B (MN State House of Representatives District 33B).
 
+Represents [MN State House of Representatives District 33B](/us/states/mn/districts/house/33b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/judy-seeberger.md b/data/jurisdictions/us/states/mn/people/judy-seeberger.md
index 3dfdfa0363..bb1dbd67e4 100644
--- a/data/jurisdictions/us/states/mn/people/judy-seeberger.md
+++ b/data/jurisdictions/us/states/mn/people/judy-seeberger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 41"
+represents: "us/states/mn/districts/senate/41"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 41 (MN State Senate District 41).
 
+Represents [MN State Senate District 41](/us/states/mn/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/julia-coleman.md b/data/jurisdictions/us/states/mn/people/julia-coleman.md
index 9ab85c197c..768a066420 100644
--- a/data/jurisdictions/us/states/mn/people/julia-coleman.md
+++ b/data/jurisdictions/us/states/mn/people/julia-coleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 48"
+represents: "us/states/mn/districts/senate/48"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 48 (MN State Senate District 48).
 
+Represents [MN State Senate District 48](/us/states/mn/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/julie-greene.md b/data/jurisdictions/us/states/mn/people/julie-greene.md
index c7e614d61f..658150d134 100644
--- a/data/jurisdictions/us/states/mn/people/julie-greene.md
+++ b/data/jurisdictions/us/states/mn/people/julie-greene.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 50A"
+represents: "us/states/mn/districts/house/50a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 50A (MN State House of Representatives District 50A).
 
+Represents [MN State House of Representatives District 50A](/us/states/mn/districts/house/50a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/kaela-berg.md b/data/jurisdictions/us/states/mn/people/kaela-berg.md
index c37809acff..e135d62661 100644
--- a/data/jurisdictions/us/states/mn/people/kaela-berg.md
+++ b/data/jurisdictions/us/states/mn/people/kaela-berg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 55B"
+represents: "us/states/mn/districts/house/55b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 55B (MN State House of Representatives District 55B).
 
+Represents [MN State House of Representatives District 55B](/us/states/mn/districts/house/55b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/kari-rehrauer.md b/data/jurisdictions/us/states/mn/people/kari-rehrauer.md
index c1b72b43c6..f910f653fe 100644
--- a/data/jurisdictions/us/states/mn/people/kari-rehrauer.md
+++ b/data/jurisdictions/us/states/mn/people/kari-rehrauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 35B"
+represents: "us/states/mn/districts/house/35b"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 35B (MN State House of Representatives District 35B).
 
+Represents [MN State House of Representatives District 35B](/us/states/mn/districts/house/35b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/karin-housley.md b/data/jurisdictions/us/states/mn/people/karin-housley.md
index e3e69ca546..7e79680064 100644
--- a/data/jurisdictions/us/states/mn/people/karin-housley.md
+++ b/data/jurisdictions/us/states/mn/people/karin-housley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 33"
+represents: "us/states/mn/districts/senate/33"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 33 (MN State Senate District 33).
 
+Represents [MN State Senate District 33](/us/states/mn/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/katie-jones.md b/data/jurisdictions/us/states/mn/people/katie-jones.md
index dce6672942..b661eb5874 100644
--- a/data/jurisdictions/us/states/mn/people/katie-jones.md
+++ b/data/jurisdictions/us/states/mn/people/katie-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 61A"
+represents: "us/states/mn/districts/house/61a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 61A (MN State House of Representatives District 61A).
 
+Represents [MN State House of Representatives District 61A](/us/states/mn/districts/house/61a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/keith-allen.md b/data/jurisdictions/us/states/mn/people/keith-allen.md
index 317b4dfbb9..e35e84b6ba 100644
--- a/data/jurisdictions/us/states/mn/people/keith-allen.md
+++ b/data/jurisdictions/us/states/mn/people/keith-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 19A"
+represents: "us/states/mn/districts/house/19a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 19A (MN State House of Representatives District 19A).
 
+Represents [MN State House of Representatives District 19A](/us/states/mn/districts/house/19a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/kelly-moller.md b/data/jurisdictions/us/states/mn/people/kelly-moller.md
index 29f68d4a01..cc4577b81f 100644
--- a/data/jurisdictions/us/states/mn/people/kelly-moller.md
+++ b/data/jurisdictions/us/states/mn/people/kelly-moller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 40A"
+represents: "us/states/mn/districts/house/40a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 40A (MN State House of Representatives District 40A).
 
+Represents [MN State House of Representatives District 40A](/us/states/mn/districts/house/40a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/keri-heintzeman.md b/data/jurisdictions/us/states/mn/people/keri-heintzeman.md
index d0c57c657c..eb1b9a3221 100644
--- a/data/jurisdictions/us/states/mn/people/keri-heintzeman.md
+++ b/data/jurisdictions/us/states/mn/people/keri-heintzeman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 6"
+represents: "us/states/mn/districts/senate/6"
 tenure:
   start: "2025-05-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 6 (MN State Senate District 6).
 
+Represents [MN State Senate District 6](/us/states/mn/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/kim-hicks.md b/data/jurisdictions/us/states/mn/people/kim-hicks.md
index 8e64a5ce07..a1e5ff7792 100644
--- a/data/jurisdictions/us/states/mn/people/kim-hicks.md
+++ b/data/jurisdictions/us/states/mn/people/kim-hicks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 25A"
+represents: "us/states/mn/districts/house/25a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 25A (MN State House of Representatives District 25A).
 
+Represents [MN State House of Representatives District 25A](/us/states/mn/districts/house/25a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/krista-knudsen.md b/data/jurisdictions/us/states/mn/people/krista-knudsen.md
index aa2f4a8d0d..0b555ff41b 100644
--- a/data/jurisdictions/us/states/mn/people/krista-knudsen.md
+++ b/data/jurisdictions/us/states/mn/people/krista-knudsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 5A"
+represents: "us/states/mn/districts/house/5a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 5A (MN State House of Representatives District 5A).
 
+Represents [MN State House of Representatives District 5A](/us/states/mn/districts/house/5a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/kristi-pursell.md b/data/jurisdictions/us/states/mn/people/kristi-pursell.md
index f114308ab1..cd3823431f 100644
--- a/data/jurisdictions/us/states/mn/people/kristi-pursell.md
+++ b/data/jurisdictions/us/states/mn/people/kristi-pursell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 58A"
+represents: "us/states/mn/districts/house/58a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 58A (MN State House of Representatives District 58A).
 
+Represents [MN State House of Representatives District 58A](/us/states/mn/districts/house/58a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/kristin-bahner.md b/data/jurisdictions/us/states/mn/people/kristin-bahner.md
index 067d3fa840..777614ea3a 100644
--- a/data/jurisdictions/us/states/mn/people/kristin-bahner.md
+++ b/data/jurisdictions/us/states/mn/people/kristin-bahner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 37B"
+represents: "us/states/mn/districts/house/37b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 37B (MN State House of Representatives District 37B).
 
+Represents [MN State House of Representatives District 37B](/us/states/mn/districts/house/37b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/kristin-robbins.md b/data/jurisdictions/us/states/mn/people/kristin-robbins.md
index 9ba0431d54..d99bb579e3 100644
--- a/data/jurisdictions/us/states/mn/people/kristin-robbins.md
+++ b/data/jurisdictions/us/states/mn/people/kristin-robbins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 37A"
+represents: "us/states/mn/districts/house/37a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 37A (MN State House of Representatives District 37A).
 
+Represents [MN State House of Representatives District 37A](/us/states/mn/districts/house/37a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/larry-kraft.md b/data/jurisdictions/us/states/mn/people/larry-kraft.md
index e85d5ce7ad..07e7fc4c38 100644
--- a/data/jurisdictions/us/states/mn/people/larry-kraft.md
+++ b/data/jurisdictions/us/states/mn/people/larry-kraft.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 46A"
+represents: "us/states/mn/districts/house/46a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 46A (MN State House of Representatives District 46A).
 
+Represents [MN State House of Representatives District 46A](/us/states/mn/districts/house/46a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/leigh-finke.md b/data/jurisdictions/us/states/mn/people/leigh-finke.md
index be30869c3f..2df38e8f9c 100644
--- a/data/jurisdictions/us/states/mn/people/leigh-finke.md
+++ b/data/jurisdictions/us/states/mn/people/leigh-finke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 66A"
+represents: "us/states/mn/districts/house/66a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 66A (MN State House of Representatives District 66A).
 
+Represents [MN State House of Representatives District 66A](/us/states/mn/districts/house/66a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/leon-lillie.md b/data/jurisdictions/us/states/mn/people/leon-lillie.md
index 8d57de6928..613416a808 100644
--- a/data/jurisdictions/us/states/mn/people/leon-lillie.md
+++ b/data/jurisdictions/us/states/mn/people/leon-lillie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 44B"
+represents: "us/states/mn/districts/house/44b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 44B (MN State House of Representatives District 44B).
 
+Represents [MN State House of Representatives District 44B](/us/states/mn/districts/house/44b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/liish-kozlowski.md b/data/jurisdictions/us/states/mn/people/liish-kozlowski.md
index 6601694752..84e75dc40e 100644
--- a/data/jurisdictions/us/states/mn/people/liish-kozlowski.md
+++ b/data/jurisdictions/us/states/mn/people/liish-kozlowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 8B"
+represents: "us/states/mn/districts/house/8b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 8B (MN State House of Representatives District 8B).
 
+Represents [MN State House of Representatives District 8B](/us/states/mn/districts/house/8b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/lindsey-port.md b/data/jurisdictions/us/states/mn/people/lindsey-port.md
index 3875a072ba..a4ecb65044 100644
--- a/data/jurisdictions/us/states/mn/people/lindsey-port.md
+++ b/data/jurisdictions/us/states/mn/people/lindsey-port.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 55"
+represents: "us/states/mn/districts/senate/55"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 55 (MN State Senate District 55).
 
+Represents [MN State Senate District 55](/us/states/mn/districts/senate/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/lisa-demuth.md b/data/jurisdictions/us/states/mn/people/lisa-demuth.md
index 75827f3ce0..7ac89ae3a1 100644
--- a/data/jurisdictions/us/states/mn/people/lisa-demuth.md
+++ b/data/jurisdictions/us/states/mn/people/lisa-demuth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 13A"
+represents: "us/states/mn/districts/house/13a"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 13A (MN State House of Representatives District 13A).
 
+Represents [MN State House of Representatives District 13A](/us/states/mn/districts/house/13a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/liz-boldon.md b/data/jurisdictions/us/states/mn/people/liz-boldon.md
index 7a5254a5a7..c7687dcd64 100644
--- a/data/jurisdictions/us/states/mn/people/liz-boldon.md
+++ b/data/jurisdictions/us/states/mn/people/liz-boldon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 25"
+represents: "us/states/mn/districts/senate/25"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 25 (MN State Senate District 25).
 
+Represents [MN State Senate District 25](/us/states/mn/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/liz-lee.md b/data/jurisdictions/us/states/mn/people/liz-lee.md
index 6b1fe1bf09..2ffa65eb16 100644
--- a/data/jurisdictions/us/states/mn/people/liz-lee.md
+++ b/data/jurisdictions/us/states/mn/people/liz-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 67A"
+represents: "us/states/mn/districts/house/67a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 67A (MN State House of Representatives District 67A).
 
+Represents [MN State House of Representatives District 67A](/us/states/mn/districts/house/67a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/liz-reyer.md b/data/jurisdictions/us/states/mn/people/liz-reyer.md
index 3336b9a4b6..f27a181da3 100644
--- a/data/jurisdictions/us/states/mn/people/liz-reyer.md
+++ b/data/jurisdictions/us/states/mn/people/liz-reyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 52A"
+represents: "us/states/mn/districts/house/52a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 52A (MN State House of Representatives District 52A).
 
+Represents [MN State House of Representatives District 52A](/us/states/mn/districts/house/52a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/lucy-rehm.md b/data/jurisdictions/us/states/mn/people/lucy-rehm.md
index f911620378..a88308eb0d 100644
--- a/data/jurisdictions/us/states/mn/people/lucy-rehm.md
+++ b/data/jurisdictions/us/states/mn/people/lucy-rehm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 48B"
+represents: "us/states/mn/districts/house/48b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 48B (MN State House of Representatives District 48B).
 
+Represents [MN State House of Representatives District 48B](/us/states/mn/districts/house/48b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/luke-frederick.md b/data/jurisdictions/us/states/mn/people/luke-frederick.md
index db1115a8ba..a61ee9fd12 100644
--- a/data/jurisdictions/us/states/mn/people/luke-frederick.md
+++ b/data/jurisdictions/us/states/mn/people/luke-frederick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 18B"
+represents: "us/states/mn/districts/house/18b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 18B (MN State House of Representatives District 18B).
 
+Represents [MN State House of Representatives District 18B](/us/states/mn/districts/house/18b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/maria-isa-perez-vega.md b/data/jurisdictions/us/states/mn/people/maria-isa-perez-vega.md
index 96172c3e79..70141f5647 100644
--- a/data/jurisdictions/us/states/mn/people/maria-isa-perez-vega.md
+++ b/data/jurisdictions/us/states/mn/people/maria-isa-perez-vega.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 65B"
+represents: "us/states/mn/districts/house/65b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 65B (MN State House of Representatives District 65B).
 
+Represents [MN State House of Representatives District 65B](/us/states/mn/districts/house/65b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/marion-rarick.md b/data/jurisdictions/us/states/mn/people/marion-rarick.md
index 05d9350306..c2f2516f0c 100644
--- a/data/jurisdictions/us/states/mn/people/marion-rarick.md
+++ b/data/jurisdictions/us/states/mn/people/marion-rarick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 29B"
+represents: "us/states/mn/districts/house/29b"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 29B (MN State House of Representatives District 29B).
 
+Represents [MN State House of Representatives District 29B](/us/states/mn/districts/house/29b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/marj-fogelman.md b/data/jurisdictions/us/states/mn/people/marj-fogelman.md
index b5aee02986..ad65b1b596 100644
--- a/data/jurisdictions/us/states/mn/people/marj-fogelman.md
+++ b/data/jurisdictions/us/states/mn/people/marj-fogelman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 21B"
+represents: "us/states/mn/districts/house/21b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 21B (MN State House of Representatives District 21B).
 
+Represents [MN State House of Representatives District 21B](/us/states/mn/districts/house/21b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/mark-johnson.md b/data/jurisdictions/us/states/mn/people/mark-johnson.md
index bf471ad067..be11917ac3 100644
--- a/data/jurisdictions/us/states/mn/people/mark-johnson.md
+++ b/data/jurisdictions/us/states/mn/people/mark-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 1"
+represents: "us/states/mn/districts/senate/1"
 tenure:
   start: "2017-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 1 (MN State Senate District 1).
 
+Represents [MN State Senate District 1](/us/states/mn/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/mark-koran.md b/data/jurisdictions/us/states/mn/people/mark-koran.md
index ddd07a0fb4..5e82eb95c9 100644
--- a/data/jurisdictions/us/states/mn/people/mark-koran.md
+++ b/data/jurisdictions/us/states/mn/people/mark-koran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 28"
+represents: "us/states/mn/districts/senate/28"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 28 (MN State Senate District 28).
 
+Represents [MN State Senate District 28](/us/states/mn/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/mary-clardy.md b/data/jurisdictions/us/states/mn/people/mary-clardy.md
index a2bc7c33ce..e063e903f9 100644
--- a/data/jurisdictions/us/states/mn/people/mary-clardy.md
+++ b/data/jurisdictions/us/states/mn/people/mary-clardy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 53A"
+represents: "us/states/mn/districts/house/53a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 53A (MN State House of Representatives District 53A).
 
+Represents [MN State House of Representatives District 53A](/us/states/mn/districts/house/53a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/mary-franson.md b/data/jurisdictions/us/states/mn/people/mary-franson.md
index b79cf03f9b..ae06d89ef0 100644
--- a/data/jurisdictions/us/states/mn/people/mary-franson.md
+++ b/data/jurisdictions/us/states/mn/people/mary-franson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 12B"
+represents: "us/states/mn/districts/house/12b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 12B (MN State House of Representatives District 12B).
 
+Represents [MN State House of Representatives District 12B](/us/states/mn/districts/house/12b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/mary-kunesh-podein.md b/data/jurisdictions/us/states/mn/people/mary-kunesh-podein.md
index ef8a47ae8f..88bfd1513c 100644
--- a/data/jurisdictions/us/states/mn/people/mary-kunesh-podein.md
+++ b/data/jurisdictions/us/states/mn/people/mary-kunesh-podein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 39"
+represents: "us/states/mn/districts/senate/39"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 39 (MN State Senate District 39).
 
+Represents [MN State Senate District 39](/us/states/mn/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/matt-bliss.md b/data/jurisdictions/us/states/mn/people/matt-bliss.md
index 8dc6efe0d7..d534fac912 100644
--- a/data/jurisdictions/us/states/mn/people/matt-bliss.md
+++ b/data/jurisdictions/us/states/mn/people/matt-bliss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 2B"
+represents: "us/states/mn/districts/house/2b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 2B (MN State House of Representatives District 2B).
 
+Represents [MN State House of Representatives District 2B](/us/states/mn/districts/house/2b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/matt-klein.md b/data/jurisdictions/us/states/mn/people/matt-klein.md
index 343481dbd6..b826aa0531 100644
--- a/data/jurisdictions/us/states/mn/people/matt-klein.md
+++ b/data/jurisdictions/us/states/mn/people/matt-klein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 53"
+represents: "us/states/mn/districts/senate/53"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 53 (MN State Senate District 53).
 
+Represents [MN State Senate District 53](/us/states/mn/districts/senate/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/matt-norris.md b/data/jurisdictions/us/states/mn/people/matt-norris.md
index 24b694f074..7095412f97 100644
--- a/data/jurisdictions/us/states/mn/people/matt-norris.md
+++ b/data/jurisdictions/us/states/mn/people/matt-norris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 32B"
+represents: "us/states/mn/districts/house/32b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 32B (MN State House of Representatives District 32B).
 
+Represents [MN State House of Representatives District 32B](/us/states/mn/districts/house/32b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/max-rymer.md b/data/jurisdictions/us/states/mn/people/max-rymer.md
index 66f212531b..15843525a3 100644
--- a/data/jurisdictions/us/states/mn/people/max-rymer.md
+++ b/data/jurisdictions/us/states/mn/people/max-rymer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 28B"
+represents: "us/states/mn/districts/house/28b"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 28B (MN State House of Representatives District 28B).
 
+Represents [MN State House of Representatives District 28B](/us/states/mn/districts/house/28b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/meg-luger-nikolai.md b/data/jurisdictions/us/states/mn/people/meg-luger-nikolai.md
index 8142ca822f..ac5bf993de 100644
--- a/data/jurisdictions/us/states/mn/people/meg-luger-nikolai.md
+++ b/data/jurisdictions/us/states/mn/people/meg-luger-nikolai.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 64A"
+represents: "us/states/mn/districts/house/64a"
 tenure:
   start: "2026-02-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 64A (MN State House of Representatives District 64A).
 
+Represents [MN State House of Representatives District 64A](/us/states/mn/districts/house/64a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/melissa-wiklund.md b/data/jurisdictions/us/states/mn/people/melissa-wiklund.md
index f7ce089744..ffd33ac25b 100644
--- a/data/jurisdictions/us/states/mn/people/melissa-wiklund.md
+++ b/data/jurisdictions/us/states/mn/people/melissa-wiklund.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 51"
+represents: "us/states/mn/districts/senate/51"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 51 (MN State Senate District 51).
 
+Represents [MN State Senate District 51](/us/states/mn/districts/senate/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/michael-kreun.md b/data/jurisdictions/us/states/mn/people/michael-kreun.md
index 40098114a5..3e90c01bdd 100644
--- a/data/jurisdictions/us/states/mn/people/michael-kreun.md
+++ b/data/jurisdictions/us/states/mn/people/michael-kreun.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 32"
+represents: "us/states/mn/districts/senate/32"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 32 (MN State Senate District 32).
 
+Represents [MN State Senate District 32](/us/states/mn/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/mike-freiberg.md b/data/jurisdictions/us/states/mn/people/mike-freiberg.md
index 967c0d982e..7c207390d7 100644
--- a/data/jurisdictions/us/states/mn/people/mike-freiberg.md
+++ b/data/jurisdictions/us/states/mn/people/mike-freiberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 43B"
+represents: "us/states/mn/districts/house/43b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 43B (MN State House of Representatives District 43B).
 
+Represents [MN State House of Representatives District 43B](/us/states/mn/districts/house/43b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/mike-holmstrom.md b/data/jurisdictions/us/states/mn/people/mike-holmstrom.md
index 89f1827a95..9c22d744fa 100644
--- a/data/jurisdictions/us/states/mn/people/mike-holmstrom.md
+++ b/data/jurisdictions/us/states/mn/people/mike-holmstrom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 29"
+represents: "us/states/mn/districts/senate/29"
 tenure:
   start: "2025-11-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 29 (MN State Senate District 29).
 
+Represents [MN State Senate District 29](/us/states/mn/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/mike-howard.md b/data/jurisdictions/us/states/mn/people/mike-howard.md
index e5b2d182d7..d8454dc1bd 100644
--- a/data/jurisdictions/us/states/mn/people/mike-howard.md
+++ b/data/jurisdictions/us/states/mn/people/mike-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 51A"
+represents: "us/states/mn/districts/house/51a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 51A (MN State House of Representatives District 51A).
 
+Represents [MN State House of Representatives District 51A](/us/states/mn/districts/house/51a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/mike-wiener.md b/data/jurisdictions/us/states/mn/people/mike-wiener.md
index 95d863527f..129c2c2e63 100644
--- a/data/jurisdictions/us/states/mn/people/mike-wiener.md
+++ b/data/jurisdictions/us/states/mn/people/mike-wiener.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 5B"
+represents: "us/states/mn/districts/house/5b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 5B (MN State House of Representatives District 5B).
 
+Represents [MN State House of Representatives District 5B](/us/states/mn/districts/house/5b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/mohamud-noor.md b/data/jurisdictions/us/states/mn/people/mohamud-noor.md
index 989dbcc059..21b81221d8 100644
--- a/data/jurisdictions/us/states/mn/people/mohamud-noor.md
+++ b/data/jurisdictions/us/states/mn/people/mohamud-noor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 60B"
+represents: "us/states/mn/districts/house/60b"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 60B (MN State House of Representatives District 60B).
 
+Represents [MN State House of Representatives District 60B](/us/states/mn/districts/house/60b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/natalie-zeleznikar.md b/data/jurisdictions/us/states/mn/people/natalie-zeleznikar.md
index 1e37462695..8e1159b493 100644
--- a/data/jurisdictions/us/states/mn/people/natalie-zeleznikar.md
+++ b/data/jurisdictions/us/states/mn/people/natalie-zeleznikar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 3B"
+represents: "us/states/mn/districts/house/3b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 3B (MN State House of Representatives District 3B).
 
+Represents [MN State House of Representatives District 3B](/us/states/mn/districts/house/3b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/nathan-coulter.md b/data/jurisdictions/us/states/mn/people/nathan-coulter.md
index 9dfcecc809..4d88643d9e 100644
--- a/data/jurisdictions/us/states/mn/people/nathan-coulter.md
+++ b/data/jurisdictions/us/states/mn/people/nathan-coulter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 51B"
+represents: "us/states/mn/districts/house/51b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 51B (MN State House of Representatives District 51B).
 
+Represents [MN State House of Representatives District 51B](/us/states/mn/districts/house/51b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/nathan-nelson.md b/data/jurisdictions/us/states/mn/people/nathan-nelson.md
index 2059c25468..44e137ed9d 100644
--- a/data/jurisdictions/us/states/mn/people/nathan-nelson.md
+++ b/data/jurisdictions/us/states/mn/people/nathan-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 11B"
+represents: "us/states/mn/districts/house/11b"
 tenure:
   start: "2019-03-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 11B (MN State House of Representatives District 11B).
 
+Represents [MN State House of Representatives District 11B](/us/states/mn/districts/house/11b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/nathan-wesenberg.md b/data/jurisdictions/us/states/mn/people/nathan-wesenberg.md
index 579acac139..7c256e8e18 100644
--- a/data/jurisdictions/us/states/mn/people/nathan-wesenberg.md
+++ b/data/jurisdictions/us/states/mn/people/nathan-wesenberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 10"
+represents: "us/states/mn/districts/senate/10"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 10 (MN State Senate District 10).
 
+Represents [MN State Senate District 10](/us/states/mn/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/ned-carroll.md b/data/jurisdictions/us/states/mn/people/ned-carroll.md
index 24d90b3b42..ee711c384f 100644
--- a/data/jurisdictions/us/states/mn/people/ned-carroll.md
+++ b/data/jurisdictions/us/states/mn/people/ned-carroll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 42A"
+represents: "us/states/mn/districts/house/42a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 42A (MN State House of Representatives District 42A).
 
+Represents [MN State House of Representatives District 42A](/us/states/mn/districts/house/42a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/nick-frentz.md b/data/jurisdictions/us/states/mn/people/nick-frentz.md
index e70557afb5..2bb669ed9e 100644
--- a/data/jurisdictions/us/states/mn/people/nick-frentz.md
+++ b/data/jurisdictions/us/states/mn/people/nick-frentz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 18"
+represents: "us/states/mn/districts/senate/18"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 18 (MN State Senate District 18).
 
+Represents [MN State Senate District 18](/us/states/mn/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/nolan-west.md b/data/jurisdictions/us/states/mn/people/nolan-west.md
index 7dc0011cc7..1b3363cd5b 100644
--- a/data/jurisdictions/us/states/mn/people/nolan-west.md
+++ b/data/jurisdictions/us/states/mn/people/nolan-west.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 32A"
+represents: "us/states/mn/districts/house/32a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 32A (MN State House of Representatives District 32A).
 
+Represents [MN State House of Representatives District 32A](/us/states/mn/districts/house/32a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/omar-fateh.md b/data/jurisdictions/us/states/mn/people/omar-fateh.md
index ddfe4888aa..808fee4d92 100644
--- a/data/jurisdictions/us/states/mn/people/omar-fateh.md
+++ b/data/jurisdictions/us/states/mn/people/omar-fateh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 62"
+represents: "us/states/mn/districts/senate/62"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 62 (MN State Senate District 62).
 
+Represents [MN State Senate District 62](/us/states/mn/districts/senate/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/pam-altendorf.md b/data/jurisdictions/us/states/mn/people/pam-altendorf.md
index c3882602dc..3ec62baa4a 100644
--- a/data/jurisdictions/us/states/mn/people/pam-altendorf.md
+++ b/data/jurisdictions/us/states/mn/people/pam-altendorf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 20A"
+represents: "us/states/mn/districts/house/20a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 20A (MN State House of Representatives District 20A).
 
+Represents [MN State House of Representatives District 20A](/us/states/mn/districts/house/20a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/patti-anderson.md b/data/jurisdictions/us/states/mn/people/patti-anderson.md
index 3f45740e01..95d4f507fb 100644
--- a/data/jurisdictions/us/states/mn/people/patti-anderson.md
+++ b/data/jurisdictions/us/states/mn/people/patti-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 33A"
+represents: "us/states/mn/districts/house/33a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 33A (MN State House of Representatives District 33A).
 
+Represents [MN State House of Representatives District 33A](/us/states/mn/districts/house/33a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/patty-acomb.md b/data/jurisdictions/us/states/mn/people/patty-acomb.md
index c3bbb240ae..670369dfee 100644
--- a/data/jurisdictions/us/states/mn/people/patty-acomb.md
+++ b/data/jurisdictions/us/states/mn/people/patty-acomb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 45B"
+represents: "us/states/mn/districts/house/45b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 45B (MN State House of Representatives District 45B).
 
+Represents [MN State House of Representatives District 45B](/us/states/mn/districts/house/45b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/patty-mueller.md b/data/jurisdictions/us/states/mn/people/patty-mueller.md
index 7d870f83c4..d4160b155b 100644
--- a/data/jurisdictions/us/states/mn/people/patty-mueller.md
+++ b/data/jurisdictions/us/states/mn/people/patty-mueller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 23B"
+represents: "us/states/mn/districts/house/23b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 23B (MN State House of Representatives District 23B).
 
+Represents [MN State House of Representatives District 23B](/us/states/mn/districts/house/23b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/paul-anderson.md b/data/jurisdictions/us/states/mn/people/paul-anderson.md
index d0adc79fab..c6a4f2ce8f 100644
--- a/data/jurisdictions/us/states/mn/people/paul-anderson.md
+++ b/data/jurisdictions/us/states/mn/people/paul-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 12A"
+represents: "us/states/mn/districts/house/12a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 12A (MN State House of Representatives District 12A).
 
+Represents [MN State House of Representatives District 12A](/us/states/mn/districts/house/12a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/paul-novotny.md b/data/jurisdictions/us/states/mn/people/paul-novotny.md
index 350d7e588d..d81d35f2f5 100644
--- a/data/jurisdictions/us/states/mn/people/paul-novotny.md
+++ b/data/jurisdictions/us/states/mn/people/paul-novotny.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 30B"
+represents: "us/states/mn/districts/house/30b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 30B (MN State House of Representatives District 30B).
 
+Represents [MN State House of Representatives District 30B](/us/states/mn/districts/house/30b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/paul-torkelson.md b/data/jurisdictions/us/states/mn/people/paul-torkelson.md
index 9a2f1cca73..1dd623e3f2 100644
--- a/data/jurisdictions/us/states/mn/people/paul-torkelson.md
+++ b/data/jurisdictions/us/states/mn/people/paul-torkelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 15B"
+represents: "us/states/mn/districts/house/15b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 15B (MN State House of Representatives District 15B).
 
+Represents [MN State House of Representatives District 15B](/us/states/mn/districts/house/15b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/paul-utke.md b/data/jurisdictions/us/states/mn/people/paul-utke.md
index 9ff09c5f11..e21ae629ce 100644
--- a/data/jurisdictions/us/states/mn/people/paul-utke.md
+++ b/data/jurisdictions/us/states/mn/people/paul-utke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 5"
+represents: "us/states/mn/districts/senate/5"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 5 (MN State Senate District 5).
 
+Represents [MN State Senate District 5](/us/states/mn/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/peggy-bennett.md b/data/jurisdictions/us/states/mn/people/peggy-bennett.md
index f65b4d269f..d80e16dc12 100644
--- a/data/jurisdictions/us/states/mn/people/peggy-bennett.md
+++ b/data/jurisdictions/us/states/mn/people/peggy-bennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 23A"
+represents: "us/states/mn/districts/house/23a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 23A (MN State House of Representatives District 23A).
 
+Represents [MN State House of Representatives District 23A](/us/states/mn/districts/house/23a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/peggy-scott.md b/data/jurisdictions/us/states/mn/people/peggy-scott.md
index fc93cff5bd..5bbaf048e8 100644
--- a/data/jurisdictions/us/states/mn/people/peggy-scott.md
+++ b/data/jurisdictions/us/states/mn/people/peggy-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 31B"
+represents: "us/states/mn/districts/house/31b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 31B (MN State House of Representatives District 31B).
 
+Represents [MN State House of Representatives District 31B](/us/states/mn/districts/house/31b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/pete-johnson.md b/data/jurisdictions/us/states/mn/people/pete-johnson.md
index 0facf2b306..51bbb65872 100644
--- a/data/jurisdictions/us/states/mn/people/pete-johnson.md
+++ b/data/jurisdictions/us/states/mn/people/pete-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 8A"
+represents: "us/states/mn/districts/house/8a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 8A (MN State House of Representatives District 8A).
 
+Represents [MN State House of Representatives District 8A](/us/states/mn/districts/house/8a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/peter-fischer.md b/data/jurisdictions/us/states/mn/people/peter-fischer.md
index 73e42361e1..5c2d63f096 100644
--- a/data/jurisdictions/us/states/mn/people/peter-fischer.md
+++ b/data/jurisdictions/us/states/mn/people/peter-fischer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 44A"
+represents: "us/states/mn/districts/house/44a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 44A (MN State House of Representatives District 44A).
 
+Represents [MN State House of Representatives District 44A](/us/states/mn/districts/house/44a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/rich-draheim.md b/data/jurisdictions/us/states/mn/people/rich-draheim.md
index 8759e15a0a..d8e75b2839 100644
--- a/data/jurisdictions/us/states/mn/people/rich-draheim.md
+++ b/data/jurisdictions/us/states/mn/people/rich-draheim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 22"
+represents: "us/states/mn/districts/senate/22"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 22 (MN State Senate District 22).
 
+Represents [MN State Senate District 22](/us/states/mn/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/rick-hansen.md b/data/jurisdictions/us/states/mn/people/rick-hansen.md
index 090df60ad6..f0113194a2 100644
--- a/data/jurisdictions/us/states/mn/people/rick-hansen.md
+++ b/data/jurisdictions/us/states/mn/people/rick-hansen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 53B"
+represents: "us/states/mn/districts/house/53b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 53B (MN State House of Representatives District 53B).
 
+Represents [MN State House of Representatives District 53B](/us/states/mn/districts/house/53b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/ripper-repinski.md b/data/jurisdictions/us/states/mn/people/ripper-repinski.md
index 8a154f7f82..f496aa4981 100644
--- a/data/jurisdictions/us/states/mn/people/ripper-repinski.md
+++ b/data/jurisdictions/us/states/mn/people/ripper-repinski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 26A"
+represents: "us/states/mn/districts/house/26a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 26A (MN State House of Representatives District 26A).
 
+Represents [MN State House of Representatives District 26A](/us/states/mn/districts/house/26a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/rob-farnsworth.md b/data/jurisdictions/us/states/mn/people/rob-farnsworth.md
index 43e321b423..3a2463638d 100644
--- a/data/jurisdictions/us/states/mn/people/rob-farnsworth.md
+++ b/data/jurisdictions/us/states/mn/people/rob-farnsworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 7"
+represents: "us/states/mn/districts/senate/7"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 7 (MN State Senate District 7).
 
+Represents [MN State Senate District 7](/us/states/mn/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/rob-kupec.md b/data/jurisdictions/us/states/mn/people/rob-kupec.md
index 6e8ad27229..6517d97818 100644
--- a/data/jurisdictions/us/states/mn/people/rob-kupec.md
+++ b/data/jurisdictions/us/states/mn/people/rob-kupec.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 4"
+represents: "us/states/mn/districts/senate/4"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 4 (MN State Senate District 4).
 
+Represents [MN State Senate District 4](/us/states/mn/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/robert-bierman.md b/data/jurisdictions/us/states/mn/people/robert-bierman.md
index 393fb62bac..84c8b8bb10 100644
--- a/data/jurisdictions/us/states/mn/people/robert-bierman.md
+++ b/data/jurisdictions/us/states/mn/people/robert-bierman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 56A"
+represents: "us/states/mn/districts/house/56a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 56A (MN State House of Representatives District 56A).
 
+Represents [MN State House of Representatives District 56A](/us/states/mn/districts/house/56a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/roger-skraba.md b/data/jurisdictions/us/states/mn/people/roger-skraba.md
index 1bba7c1fd2..7e4d3d2c3a 100644
--- a/data/jurisdictions/us/states/mn/people/roger-skraba.md
+++ b/data/jurisdictions/us/states/mn/people/roger-skraba.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 3A"
+represents: "us/states/mn/districts/house/3a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 3A (MN State House of Representatives District 3A).
 
+Represents [MN State House of Representatives District 3A](/us/states/mn/districts/house/3a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/ron-kresha.md b/data/jurisdictions/us/states/mn/people/ron-kresha.md
index e0db365542..d2a5b91454 100644
--- a/data/jurisdictions/us/states/mn/people/ron-kresha.md
+++ b/data/jurisdictions/us/states/mn/people/ron-kresha.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 10A"
+represents: "us/states/mn/districts/house/10a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 10A (MN State House of Representatives District 10A).
 
+Represents [MN State House of Representatives District 10A](/us/states/mn/districts/house/10a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/ron-latz.md b/data/jurisdictions/us/states/mn/people/ron-latz.md
index 164e521c74..69ed8508eb 100644
--- a/data/jurisdictions/us/states/mn/people/ron-latz.md
+++ b/data/jurisdictions/us/states/mn/people/ron-latz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 46"
+represents: "us/states/mn/districts/senate/46"
 tenure:
   start: "2007-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 46 (MN State Senate District 46).
 
+Represents [MN State Senate District 46](/us/states/mn/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/samakab-hussein.md b/data/jurisdictions/us/states/mn/people/samakab-hussein.md
index 8db7aba475..fd2e8e81ab 100644
--- a/data/jurisdictions/us/states/mn/people/samakab-hussein.md
+++ b/data/jurisdictions/us/states/mn/people/samakab-hussein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 65A"
+represents: "us/states/mn/districts/house/65a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 65A (MN State House of Representatives District 65A).
 
+Represents [MN State House of Representatives District 65A](/us/states/mn/districts/house/65a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/samantha-sencer-mura.md b/data/jurisdictions/us/states/mn/people/samantha-sencer-mura.md
index bca03d82b7..0ebb4dc385 100644
--- a/data/jurisdictions/us/states/mn/people/samantha-sencer-mura.md
+++ b/data/jurisdictions/us/states/mn/people/samantha-sencer-mura.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 63A"
+represents: "us/states/mn/districts/house/63a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 63A (MN State House of Representatives District 63A).
 
+Represents [MN State House of Representatives District 63A](/us/states/mn/districts/house/63a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/samantha-vang.md b/data/jurisdictions/us/states/mn/people/samantha-vang.md
index 72041faa6f..320e789702 100644
--- a/data/jurisdictions/us/states/mn/people/samantha-vang.md
+++ b/data/jurisdictions/us/states/mn/people/samantha-vang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 38B"
+represents: "us/states/mn/districts/house/38b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 38B (MN State House of Representatives District 38B).
 
+Represents [MN State House of Representatives District 38B](/us/states/mn/districts/house/38b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/sandra-feist.md b/data/jurisdictions/us/states/mn/people/sandra-feist.md
index 076194ffb3..30f37a2e59 100644
--- a/data/jurisdictions/us/states/mn/people/sandra-feist.md
+++ b/data/jurisdictions/us/states/mn/people/sandra-feist.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 39B"
+represents: "us/states/mn/districts/house/39b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 39B (MN State House of Representatives District 39B).
 
+Represents [MN State House of Representatives District 39B](/us/states/mn/districts/house/39b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/sandy-pappas.md b/data/jurisdictions/us/states/mn/people/sandy-pappas.md
index 275bc8096d..6b7c617ad5 100644
--- a/data/jurisdictions/us/states/mn/people/sandy-pappas.md
+++ b/data/jurisdictions/us/states/mn/people/sandy-pappas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 65"
+represents: "us/states/mn/districts/senate/65"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 65 (MN State Senate District 65).
 
+Represents [MN State Senate District 65](/us/states/mn/districts/senate/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/scott-dibble.md b/data/jurisdictions/us/states/mn/people/scott-dibble.md
index 8fdeb8cf26..fcb1a627e7 100644
--- a/data/jurisdictions/us/states/mn/people/scott-dibble.md
+++ b/data/jurisdictions/us/states/mn/people/scott-dibble.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 61"
+represents: "us/states/mn/districts/senate/61"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 61 (MN State Senate District 61).
 
+Represents [MN State Senate District 61](/us/states/mn/districts/senate/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/scott-van-binsbergen.md b/data/jurisdictions/us/states/mn/people/scott-van-binsbergen.md
index 0e460f2879..f023d7c522 100644
--- a/data/jurisdictions/us/states/mn/people/scott-van-binsbergen.md
+++ b/data/jurisdictions/us/states/mn/people/scott-van-binsbergen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 16A"
+represents: "us/states/mn/districts/house/16a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 16A (MN State House of Representatives District 16A).
 
+Represents [MN State House of Representatives District 16A](/us/states/mn/districts/house/16a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/shane-mekeland.md b/data/jurisdictions/us/states/mn/people/shane-mekeland.md
index 71833ebbce..46b5c3c51c 100644
--- a/data/jurisdictions/us/states/mn/people/shane-mekeland.md
+++ b/data/jurisdictions/us/states/mn/people/shane-mekeland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 27A"
+represents: "us/states/mn/districts/house/27a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 27A (MN State House of Representatives District 27A).
 
+Represents [MN State House of Representatives District 27A](/us/states/mn/districts/house/27a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/shelley-buck.md b/data/jurisdictions/us/states/mn/people/shelley-buck.md
index 6293071fac..57c0d04988 100644
--- a/data/jurisdictions/us/states/mn/people/shelley-buck.md
+++ b/data/jurisdictions/us/states/mn/people/shelley-buck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 47A"
+represents: "us/states/mn/districts/house/47a"
 tenure:
   start: "2026-02-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 47A (MN State House of Representatives District 47A).
 
+Represents [MN State House of Representatives District 47A](/us/states/mn/districts/house/47a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/spencer-igo.md b/data/jurisdictions/us/states/mn/people/spencer-igo.md
index 3ead865308..b41cb08a60 100644
--- a/data/jurisdictions/us/states/mn/people/spencer-igo.md
+++ b/data/jurisdictions/us/states/mn/people/spencer-igo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 7A"
+represents: "us/states/mn/districts/house/7a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 7A (MN State House of Representatives District 7A).
 
+Represents [MN State House of Representatives District 7A](/us/states/mn/districts/house/7a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/steve-cwodzinski.md b/data/jurisdictions/us/states/mn/people/steve-cwodzinski.md
index 47cfdb9f12..032e76625b 100644
--- a/data/jurisdictions/us/states/mn/people/steve-cwodzinski.md
+++ b/data/jurisdictions/us/states/mn/people/steve-cwodzinski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 49"
+represents: "us/states/mn/districts/senate/49"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 49 (MN State Senate District 49).
 
+Represents [MN State Senate District 49](/us/states/mn/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/steve-drazkowski.md b/data/jurisdictions/us/states/mn/people/steve-drazkowski.md
index d22e23f856..ec3d3a3da9 100644
--- a/data/jurisdictions/us/states/mn/people/steve-drazkowski.md
+++ b/data/jurisdictions/us/states/mn/people/steve-drazkowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 20"
+represents: "us/states/mn/districts/senate/20"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 20 (MN State Senate District 20).
 
+Represents [MN State Senate District 20](/us/states/mn/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/steve-elkins.md b/data/jurisdictions/us/states/mn/people/steve-elkins.md
index 6dc545f710..ca280824aa 100644
--- a/data/jurisdictions/us/states/mn/people/steve-elkins.md
+++ b/data/jurisdictions/us/states/mn/people/steve-elkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 50B"
+represents: "us/states/mn/districts/house/50b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 50B (MN State House of Representatives District 50B).
 
+Represents [MN State House of Representatives District 50B](/us/states/mn/districts/house/50b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/steve-gander.md b/data/jurisdictions/us/states/mn/people/steve-gander.md
index e65f46ca69..8d1dfa4bbd 100644
--- a/data/jurisdictions/us/states/mn/people/steve-gander.md
+++ b/data/jurisdictions/us/states/mn/people/steve-gander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 1B"
+represents: "us/states/mn/districts/house/1b"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 1B (MN State House of Representatives District 1B).
 
+Represents [MN State House of Representatives District 1B](/us/states/mn/districts/house/1b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/steve-green.md b/data/jurisdictions/us/states/mn/people/steve-green.md
index cbe12e666b..99e1d12408 100644
--- a/data/jurisdictions/us/states/mn/people/steve-green.md
+++ b/data/jurisdictions/us/states/mn/people/steve-green.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 2"
+represents: "us/states/mn/districts/senate/2"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 2 (MN State Senate District 2).
 
+Represents [MN State Senate District 2](/us/states/mn/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/steve-jacob.md b/data/jurisdictions/us/states/mn/people/steve-jacob.md
index 6448d01644..863dde0ca3 100644
--- a/data/jurisdictions/us/states/mn/people/steve-jacob.md
+++ b/data/jurisdictions/us/states/mn/people/steve-jacob.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 20B"
+represents: "us/states/mn/districts/house/20b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 20B (MN State House of Representatives District 20B).
 
+Represents [MN State House of Representatives District 20B](/us/states/mn/districts/house/20b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/susan-pha.md b/data/jurisdictions/us/states/mn/people/susan-pha.md
index 74efb709ad..63c7a03af5 100644
--- a/data/jurisdictions/us/states/mn/people/susan-pha.md
+++ b/data/jurisdictions/us/states/mn/people/susan-pha.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 38"
+represents: "us/states/mn/districts/senate/38"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 38 (MN State Senate District 38).
 
+Represents [MN State Senate District 38](/us/states/mn/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/sydney-jordan.md b/data/jurisdictions/us/states/mn/people/sydney-jordan.md
index b4dc8f3360..23e48d7ec2 100644
--- a/data/jurisdictions/us/states/mn/people/sydney-jordan.md
+++ b/data/jurisdictions/us/states/mn/people/sydney-jordan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 60A"
+represents: "us/states/mn/districts/house/60a"
 tenure:
   start: "2020-02-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 60A (MN State House of Representatives District 60A).
 
+Represents [MN State House of Representatives District 60A](/us/states/mn/districts/house/60a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/terry-stier.md b/data/jurisdictions/us/states/mn/people/terry-stier.md
index 7a970b10e5..86198b7518 100644
--- a/data/jurisdictions/us/states/mn/people/terry-stier.md
+++ b/data/jurisdictions/us/states/mn/people/terry-stier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 22B"
+represents: "us/states/mn/districts/house/22b"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 22B (MN State House of Representatives District 22B).
 
+Represents [MN State House of Representatives District 22B](/us/states/mn/districts/house/22b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/tim-o-driscoll.md b/data/jurisdictions/us/states/mn/people/tim-o-driscoll.md
index 821b0b8cc1..7a3b66ab83 100644
--- a/data/jurisdictions/us/states/mn/people/tim-o-driscoll.md
+++ b/data/jurisdictions/us/states/mn/people/tim-o-driscoll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 13B"
+represents: "us/states/mn/districts/house/13b"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 13B (MN State House of Representatives District 13B).
 
+Represents [MN State House of Representatives District 13B](/us/states/mn/districts/house/13b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/tina-liebling.md b/data/jurisdictions/us/states/mn/people/tina-liebling.md
index 02d79dbda1..bc3452cf6f 100644
--- a/data/jurisdictions/us/states/mn/people/tina-liebling.md
+++ b/data/jurisdictions/us/states/mn/people/tina-liebling.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 24B"
+represents: "us/states/mn/districts/house/24b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 24B (MN State House of Representatives District 24B).
 
+Represents [MN State House of Representatives District 24B](/us/states/mn/districts/house/24b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/tom-dippel.md b/data/jurisdictions/us/states/mn/people/tom-dippel.md
index 65e4f30566..172d18f800 100644
--- a/data/jurisdictions/us/states/mn/people/tom-dippel.md
+++ b/data/jurisdictions/us/states/mn/people/tom-dippel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 41B"
+represents: "us/states/mn/districts/house/41b"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 41B (MN State House of Representatives District 41B).
 
+Represents [MN State House of Representatives District 41B](/us/states/mn/districts/house/41b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/tom-murphy.md b/data/jurisdictions/us/states/mn/people/tom-murphy.md
index c82bc2c65c..e23cbf65c5 100644
--- a/data/jurisdictions/us/states/mn/people/tom-murphy.md
+++ b/data/jurisdictions/us/states/mn/people/tom-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 9B"
+represents: "us/states/mn/districts/house/9b"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 9B (MN State House of Representatives District 9B).
 
+Represents [MN State House of Representatives District 9B](/us/states/mn/districts/house/9b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/tom-sexton.md b/data/jurisdictions/us/states/mn/people/tom-sexton.md
index 8878d05598..ab22a798b2 100644
--- a/data/jurisdictions/us/states/mn/people/tom-sexton.md
+++ b/data/jurisdictions/us/states/mn/people/tom-sexton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 19B"
+represents: "us/states/mn/districts/house/19b"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 19B (MN State House of Representatives District 19B).
 
+Represents [MN State House of Representatives District 19B](/us/states/mn/districts/house/19b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/torrey-westrom.md b/data/jurisdictions/us/states/mn/people/torrey-westrom.md
index e056dd0662..b1275c43c1 100644
--- a/data/jurisdictions/us/states/mn/people/torrey-westrom.md
+++ b/data/jurisdictions/us/states/mn/people/torrey-westrom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 12"
+represents: "us/states/mn/districts/senate/12"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 12 (MN State Senate District 12).
 
+Represents [MN State Senate District 12](/us/states/mn/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/tou-xiong.md b/data/jurisdictions/us/states/mn/people/tou-xiong.md
index a111fa9657..1e894b13a9 100644
--- a/data/jurisdictions/us/states/mn/people/tou-xiong.md
+++ b/data/jurisdictions/us/states/mn/people/tou-xiong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 44"
+represents: "us/states/mn/districts/senate/44"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 44 (MN State Senate District 44).
 
+Represents [MN State Senate District 44](/us/states/mn/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/walter-hudson.md b/data/jurisdictions/us/states/mn/people/walter-hudson.md
index 5c8c40e155..285503e1ee 100644
--- a/data/jurisdictions/us/states/mn/people/walter-hudson.md
+++ b/data/jurisdictions/us/states/mn/people/walter-hudson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 30A"
+represents: "us/states/mn/districts/house/30a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 30A (MN State House of Representatives District 30A).
 
+Represents [MN State House of Representatives District 30A](/us/states/mn/districts/house/30a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/warren-limmer.md b/data/jurisdictions/us/states/mn/people/warren-limmer.md
index 28af6f3c7d..4f444ae84b 100644
--- a/data/jurisdictions/us/states/mn/people/warren-limmer.md
+++ b/data/jurisdictions/us/states/mn/people/warren-limmer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 37"
+represents: "us/states/mn/districts/senate/37"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 37 (MN State Senate District 37).
 
+Represents [MN State Senate District 37](/us/states/mn/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/wayne-johnson.md b/data/jurisdictions/us/states/mn/people/wayne-johnson.md
index f3f7e24a06..0e9823f96d 100644
--- a/data/jurisdictions/us/states/mn/people/wayne-johnson.md
+++ b/data/jurisdictions/us/states/mn/people/wayne-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 41A"
+represents: "us/states/mn/districts/house/41a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 41A (MN State House of Representatives District 41A).
 
+Represents [MN State House of Representatives District 41A](/us/states/mn/districts/house/41a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/xp-lee.md b/data/jurisdictions/us/states/mn/people/xp-lee.md
index 84355fdffe..d24086189a 100644
--- a/data/jurisdictions/us/states/mn/people/xp-lee.md
+++ b/data/jurisdictions/us/states/mn/people/xp-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 34B"
+represents: "us/states/mn/districts/house/34b"
 tenure:
   start: "2025-09-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 34B (MN State House of Representatives District 34B).
 
+Represents [MN State House of Representatives District 34B](/us/states/mn/districts/house/34b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/zach-duckworth.md b/data/jurisdictions/us/states/mn/people/zach-duckworth.md
index a00ec85564..e834ce6cee 100644
--- a/data/jurisdictions/us/states/mn/people/zach-duckworth.md
+++ b/data/jurisdictions/us/states/mn/people/zach-duckworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 57"
+represents: "us/states/mn/districts/senate/57"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 57 (MN State Senate District 57).
 
+Represents [MN State Senate District 57](/us/states/mn/districts/senate/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/zack-stephenson.md b/data/jurisdictions/us/states/mn/people/zack-stephenson.md
index cab687b376..dc212d9e86 100644
--- a/data/jurisdictions/us/states/mn/people/zack-stephenson.md
+++ b/data/jurisdictions/us/states/mn/people/zack-stephenson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State House of Representatives District 35A"
+represents: "us/states/mn/districts/house/35a"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN House District 35A (MN State House of Representatives District 35A).
 
+Represents [MN State House of Representatives District 35A](/us/states/mn/districts/house/35a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mn/people/zaynab-mohamed.md b/data/jurisdictions/us/states/mn/people/zaynab-mohamed.md
index ae4cf00499..eabd7dec4b 100644
--- a/data/jurisdictions/us/states/mn/people/zaynab-mohamed.md
+++ b/data/jurisdictions/us/states/mn/people/zaynab-mohamed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MN"
 district: "MN State Senate District 63"
+represents: "us/states/mn/districts/senate/63"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MN Senate District 63 (MN State Senate District 63).
 
+Represents [MN State Senate District 63](/us/states/mn/districts/senate/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/counties/adair/index.md b/data/jurisdictions/us/states/mo/counties/adair/index.md
index a336bfd070..b4a9d71020 100644
--- a/data/jurisdictions/us/states/mo/counties/adair/index.md
+++ b/data/jurisdictions/us/states/mo/counties/adair/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 99
   hispanic: 755
   bachelors_plus: 7717
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/3"
+    rel: in-district
+    area_weight: 0.7118
+  - to: "us/states/mo/districts/house/4"
+    rel: in-district
+    area_weight: 0.2881
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 755 |
 | Bachelor's or higher | 7717 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 3](/us/states/mo/districts/house/3.md) — 71% (state house)
+- [MO House District 4](/us/states/mo/districts/house/4.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/andrew/index.md b/data/jurisdictions/us/states/mo/counties/andrew/index.md
index 49406ea318..a16b01328a 100644
--- a/data/jurisdictions/us/states/mo/counties/andrew/index.md
+++ b/data/jurisdictions/us/states/mo/counties/andrew/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 470
   bachelors_plus: 5068
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/9"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 470 |
 | Bachelor's or higher | 5068 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 9](/us/states/mo/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/atchison/index.md b/data/jurisdictions/us/states/mo/counties/atchison/index.md
index ad72136176..6a2a0334f2 100644
--- a/data/jurisdictions/us/states/mo/counties/atchison/index.md
+++ b/data/jurisdictions/us/states/mo/counties/atchison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 107
   bachelors_plus: 1097
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mo/districts/house/1"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 107 |
 | Bachelor's or higher | 1097 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 1](/us/states/mo/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/audrain/index.md b/data/jurisdictions/us/states/mo/counties/audrain/index.md
index 9e9b16983f..63853baf56 100644
--- a/data/jurisdictions/us/states/mo/counties/audrain/index.md
+++ b/data/jurisdictions/us/states/mo/counties/audrain/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 157
   hispanic: 786
   bachelors_plus: 3974
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/43"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 786 |
 | Bachelor's or higher | 3974 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 43](/us/states/mo/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/barry/index.md b/data/jurisdictions/us/states/mo/counties/barry/index.md
index b7217c8b73..b6f2f54653 100644
--- a/data/jurisdictions/us/states/mo/counties/barry/index.md
+++ b/data/jurisdictions/us/states/mo/counties/barry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 257
   hispanic: 3564
   bachelors_plus: 4808
+districts:
+  - to: "us/states/mo/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/29"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/158"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3564 |
 | Bachelor's or higher | 4808 |
 
+## Districts
+
+- [MO-07](/us/states/mo/districts/07.md) — 100% (congressional)
+- [MO Senate District 29](/us/states/mo/districts/senate/29.md) — 100% (state senate)
+- [MO House District 158](/us/states/mo/districts/house/158.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/barton/index.md b/data/jurisdictions/us/states/mo/counties/barton/index.md
index beb696bc95..6fae6dd2dd 100644
--- a/data/jurisdictions/us/states/mo/counties/barton/index.md
+++ b/data/jurisdictions/us/states/mo/counties/barton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 133
   hispanic: 357
   bachelors_plus: 1723
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mo/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mo/districts/house/127"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 357 |
 | Bachelor's or higher | 1723 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 20](/us/states/mo/districts/senate/20.md) — 100% (state senate)
+- [MO House District 127](/us/states/mo/districts/house/127.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/bates/index.md b/data/jurisdictions/us/states/mo/counties/bates/index.md
index 8fd108fca0..d168e41689 100644
--- a/data/jurisdictions/us/states/mo/counties/bates/index.md
+++ b/data/jurisdictions/us/states/mo/counties/bates/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 38
   hispanic: 416
   bachelors_plus: 2281
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/125"
+    rel: in-district
+    area_weight: 0.6313
+  - to: "us/states/mo/districts/house/62"
+    rel: in-district
+    area_weight: 0.3686
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 416 |
 | Bachelor's or higher | 2281 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 31](/us/states/mo/districts/senate/31.md) — 100% (state senate)
+- [MO House District 125](/us/states/mo/districts/house/125.md) — 63% (state house)
+- [MO House District 62](/us/states/mo/districts/house/62.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/benton/index.md b/data/jurisdictions/us/states/mo/counties/benton/index.md
index 97e5dfd3c6..3bcbdfebd9 100644
--- a/data/jurisdictions/us/states/mo/counties/benton/index.md
+++ b/data/jurisdictions/us/states/mo/counties/benton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 86
   hispanic: 411
   bachelors_plus: 3407
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/57"
+    rel: in-district
+    area_weight: 0.8342
+  - to: "us/states/mo/districts/house/126"
+    rel: in-district
+    area_weight: 0.1657
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 411 |
 | Bachelor's or higher | 3407 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 28](/us/states/mo/districts/senate/28.md) — 100% (state senate)
+- [MO House District 57](/us/states/mo/districts/house/57.md) — 83% (state house)
+- [MO House District 126](/us/states/mo/districts/house/126.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/bollinger/index.md b/data/jurisdictions/us/states/mo/counties/bollinger/index.md
index 655d9b0338..76e9d75ea1 100644
--- a/data/jurisdictions/us/states/mo/counties/bollinger/index.md
+++ b/data/jurisdictions/us/states/mo/counties/bollinger/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 3
   hispanic: 175
   bachelors_plus: 1493
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/27"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/151"
+    rel: in-district
+    area_weight: 0.5677
+  - to: "us/states/mo/districts/house/144"
+    rel: in-district
+    area_weight: 0.4322
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 175 |
 | Bachelor's or higher | 1493 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 27](/us/states/mo/districts/senate/27.md) — 100% (state senate)
+- [MO House District 151](/us/states/mo/districts/house/151.md) — 57% (state house)
+- [MO House District 144](/us/states/mo/districts/house/144.md) — 43% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/boone/index.md b/data/jurisdictions/us/states/mo/counties/boone/index.md
index f7a3cf774b..b00b5b974d 100644
--- a/data/jurisdictions/us/states/mo/counties/boone/index.md
+++ b/data/jurisdictions/us/states/mo/counties/boone/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 188
   hispanic: 8454
   bachelors_plus: 85571
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.579
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.4209
+  - to: "us/states/mo/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mo/districts/house/44"
+    rel: in-district
+    area_weight: 0.5305
+  - to: "us/states/mo/districts/house/47"
+    rel: in-district
+    area_weight: 0.3791
+  - to: "us/states/mo/districts/house/50"
+    rel: in-district
+    area_weight: 0.0373
+  - to: "us/states/mo/districts/house/46"
+    rel: in-district
+    area_weight: 0.0367
+  - to: "us/states/mo/districts/house/45"
+    rel: in-district
+    area_weight: 0.0159
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8454 |
 | Bachelor's or higher | 85571 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 58% (congressional)
+- [MO-03](/us/states/mo/districts/03.md) — 42% (congressional)
+- [MO Senate District 19](/us/states/mo/districts/senate/19.md) — 100% (state senate)
+- [MO House District 44](/us/states/mo/districts/house/44.md) — 53% (state house)
+- [MO House District 47](/us/states/mo/districts/house/47.md) — 38% (state house)
+- [MO House District 50](/us/states/mo/districts/house/50.md) — 4% (state house)
+- [MO House District 46](/us/states/mo/districts/house/46.md) — 4% (state house)
+- [MO House District 45](/us/states/mo/districts/house/45.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/buchanan/index.md b/data/jurisdictions/us/states/mo/counties/buchanan/index.md
index 3e16e3f018..5477615177 100644
--- a/data/jurisdictions/us/states/mo/counties/buchanan/index.md
+++ b/data/jurisdictions/us/states/mo/counties/buchanan/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 352
   hispanic: 6318
   bachelors_plus: 18043
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/34"
+    rel: in-district
+    area_weight: 0.5495
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.4503
+  - to: "us/states/mo/districts/house/13"
+    rel: in-district
+    area_weight: 0.7318
+  - to: "us/states/mo/districts/house/11"
+    rel: in-district
+    area_weight: 0.2122
+  - to: "us/states/mo/districts/house/10"
+    rel: in-district
+    area_weight: 0.0556
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6318 |
 | Bachelor's or higher | 18043 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 34](/us/states/mo/districts/senate/34.md) — 55% (state senate)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 45% (state senate)
+- [MO House District 13](/us/states/mo/districts/house/13.md) — 73% (state house)
+- [MO House District 11](/us/states/mo/districts/house/11.md) — 21% (state house)
+- [MO House District 10](/us/states/mo/districts/house/10.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/butler/index.md b/data/jurisdictions/us/states/mo/counties/butler/index.md
index 173326b54a..9077fae446 100644
--- a/data/jurisdictions/us/states/mo/counties/butler/index.md
+++ b/data/jurisdictions/us/states/mo/counties/butler/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 78
   hispanic: 1035
   bachelors_plus: 6131
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/152"
+    rel: in-district
+    area_weight: 0.6657
+  - to: "us/states/mo/districts/house/150"
+    rel: in-district
+    area_weight: 0.3339
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1035 |
 | Bachelor's or higher | 6131 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 25](/us/states/mo/districts/senate/25.md) — 100% (state senate)
+- [MO House District 152](/us/states/mo/districts/house/152.md) — 67% (state house)
+- [MO House District 150](/us/states/mo/districts/house/150.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/caldwell/index.md b/data/jurisdictions/us/states/mo/counties/caldwell/index.md
index 5bdd3e70fa..173873eb47 100644
--- a/data/jurisdictions/us/states/mo/counties/caldwell/index.md
+++ b/data/jurisdictions/us/states/mo/counties/caldwell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 34
   hispanic: 203
   bachelors_plus: 1660
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/2"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 203 |
 | Bachelor's or higher | 1660 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 2](/us/states/mo/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/callaway/index.md b/data/jurisdictions/us/states/mo/counties/callaway/index.md
index 8cae7f2c9e..2bc5855e76 100644
--- a/data/jurisdictions/us/states/mo/counties/callaway/index.md
+++ b/data/jurisdictions/us/states/mo/counties/callaway/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 165
   hispanic: 1098
   bachelors_plus: 10237
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/mo/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/49"
+    rel: in-district
+    area_weight: 0.686
+  - to: "us/states/mo/districts/house/43"
+    rel: in-district
+    area_weight: 0.3138
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1098 |
 | Bachelor's or higher | 10237 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 10](/us/states/mo/districts/senate/10.md) — 100% (state senate)
+- [MO House District 49](/us/states/mo/districts/house/49.md) — 69% (state house)
+- [MO House District 43](/us/states/mo/districts/house/43.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/camden/index.md b/data/jurisdictions/us/states/mo/counties/camden/index.md
index 0a27988f69..55c48c34d9 100644
--- a/data/jurisdictions/us/states/mo/counties/camden/index.md
+++ b/data/jurisdictions/us/states/mo/counties/camden/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 54
   hispanic: 1526
   bachelors_plus: 11933
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9286
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.0714
+  - to: "us/states/mo/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/123"
+    rel: in-district
+    area_weight: 0.7576
+  - to: "us/states/mo/districts/house/142"
+    rel: in-district
+    area_weight: 0.2422
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1526 |
 | Bachelor's or higher | 11933 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 93% (congressional)
+- [MO-03](/us/states/mo/districts/03.md) — 7% (congressional)
+- [MO Senate District 6](/us/states/mo/districts/senate/6.md) — 100% (state senate)
+- [MO House District 123](/us/states/mo/districts/house/123.md) — 76% (state house)
+- [MO House District 142](/us/states/mo/districts/house/142.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/cape-girardeau/index.md b/data/jurisdictions/us/states/mo/counties/cape-girardeau/index.md
index 6a0aebcac2..0e69e16d3b 100644
--- a/data/jurisdictions/us/states/mo/counties/cape-girardeau/index.md
+++ b/data/jurisdictions/us/states/mo/counties/cape-girardeau/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 255
   hispanic: 2439
   bachelors_plus: 24311
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/146"
+    rel: in-district
+    area_weight: 0.7216
+  - to: "us/states/mo/districts/house/151"
+    rel: in-district
+    area_weight: 0.2312
+  - to: "us/states/mo/districts/house/147"
+    rel: in-district
+    area_weight: 0.0468
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2439 |
 | Bachelor's or higher | 24311 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 27](/us/states/mo/districts/senate/27.md) — 100% (state senate)
+- [MO House District 146](/us/states/mo/districts/house/146.md) — 72% (state house)
+- [MO House District 151](/us/states/mo/districts/house/151.md) — 23% (state house)
+- [MO House District 147](/us/states/mo/districts/house/147.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/carroll/index.md b/data/jurisdictions/us/states/mo/counties/carroll/index.md
index cc63cfcb8c..8b3a22f874 100644
--- a/data/jurisdictions/us/states/mo/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/mo/counties/carroll/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 187
   bachelors_plus: 1584
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/7"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 187 |
 | Bachelor's or higher | 1584 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 7](/us/states/mo/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/carter/index.md b/data/jurisdictions/us/states/mo/counties/carter/index.md
index 25522a7f9c..0c7d3158e7 100644
--- a/data/jurisdictions/us/states/mo/counties/carter/index.md
+++ b/data/jurisdictions/us/states/mo/counties/carter/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 121
   bachelors_plus: 476
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/153"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 121 |
 | Bachelor's or higher | 476 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 25](/us/states/mo/districts/senate/25.md) — 100% (state senate)
+- [MO House District 153](/us/states/mo/districts/house/153.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/cass/index.md b/data/jurisdictions/us/states/mo/counties/cass/index.md
index edf2c388d7..9492d26b3f 100644
--- a/data/jurisdictions/us/states/mo/counties/cass/index.md
+++ b/data/jurisdictions/us/states/mo/counties/cass/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 308
   hispanic: 6083
   bachelors_plus: 30718
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/62"
+    rel: in-district
+    area_weight: 0.6237
+  - to: "us/states/mo/districts/house/55"
+    rel: in-district
+    area_weight: 0.3422
+  - to: "us/states/mo/districts/house/56"
+    rel: in-district
+    area_weight: 0.0339
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 6083 |
 | Bachelor's or higher | 30718 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 31](/us/states/mo/districts/senate/31.md) — 100% (state senate)
+- [MO House District 62](/us/states/mo/districts/house/62.md) — 62% (state house)
+- [MO House District 55](/us/states/mo/districts/house/55.md) — 34% (state house)
+- [MO House District 56](/us/states/mo/districts/house/56.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/cedar/index.md b/data/jurisdictions/us/states/mo/counties/cedar/index.md
index f512a0313a..77bdb0b240 100644
--- a/data/jurisdictions/us/states/mo/counties/cedar/index.md
+++ b/data/jurisdictions/us/states/mo/counties/cedar/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 49
   hispanic: 320
   bachelors_plus: 2636
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/125"
+    rel: in-district
+    area_weight: 0.59
+  - to: "us/states/mo/districts/house/127"
+    rel: in-district
+    area_weight: 0.4099
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 320 |
 | Bachelor's or higher | 2636 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 28](/us/states/mo/districts/senate/28.md) — 100% (state senate)
+- [MO House District 125](/us/states/mo/districts/house/125.md) — 59% (state house)
+- [MO House District 127](/us/states/mo/districts/house/127.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/chariton/index.md b/data/jurisdictions/us/states/mo/counties/chariton/index.md
index c4b8f8e4a5..ea06fc3f9d 100644
--- a/data/jurisdictions/us/states/mo/counties/chariton/index.md
+++ b/data/jurisdictions/us/states/mo/counties/chariton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 47
   hispanic: 111
   bachelors_plus: 1572
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/48"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 111 |
 | Bachelor's or higher | 1572 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 48](/us/states/mo/districts/house/48.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/christian/index.md b/data/jurisdictions/us/states/mo/counties/christian/index.md
index 0ac6edc44f..3050c61d19 100644
--- a/data/jurisdictions/us/states/mo/counties/christian/index.md
+++ b/data/jurisdictions/us/states/mo/counties/christian/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 304
   hispanic: 3505
   bachelors_plus: 28494
+districts:
+  - to: "us/states/mo/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/138"
+    rel: in-district
+    area_weight: 0.5037
+  - to: "us/states/mo/districts/house/140"
+    rel: in-district
+    area_weight: 0.263
+  - to: "us/states/mo/districts/house/139"
+    rel: in-district
+    area_weight: 0.2331
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3505 |
 | Bachelor's or higher | 28494 |
 
+## Districts
+
+- [MO-07](/us/states/mo/districts/07.md) — 100% (congressional)
+- [MO Senate District 29](/us/states/mo/districts/senate/29.md) — 100% (state senate)
+- [MO House District 138](/us/states/mo/districts/house/138.md) — 50% (state house)
+- [MO House District 140](/us/states/mo/districts/house/140.md) — 26% (state house)
+- [MO House District 139](/us/states/mo/districts/house/139.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/clark/index.md b/data/jurisdictions/us/states/mo/counties/clark/index.md
index 67e143a412..4fcd373a15 100644
--- a/data/jurisdictions/us/states/mo/counties/clark/index.md
+++ b/data/jurisdictions/us/states/mo/counties/clark/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 65
   bachelors_plus: 921
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/4"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 65 |
 | Bachelor's or higher | 921 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 4](/us/states/mo/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/clay/index.md b/data/jurisdictions/us/states/mo/counties/clay/index.md
index 0038c3dad2..f7bb6413d8 100644
--- a/data/jurisdictions/us/states/mo/counties/clay/index.md
+++ b/data/jurisdictions/us/states/mo/counties/clay/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 1046
   hispanic: 20621
   bachelors_plus: 87485
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.8058
+  - to: "us/states/mo/districts/05"
+    rel: in-district
+    area_weight: 0.1941
+  - to: "us/states/mo/districts/senate/21"
+    rel: in-district
+    area_weight: 0.7193
+  - to: "us/states/mo/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2805
+  - to: "us/states/mo/districts/house/8"
+    rel: in-district
+    area_weight: 0.3918
+  - to: "us/states/mo/districts/house/39"
+    rel: in-district
+    area_weight: 0.3062
+  - to: "us/states/mo/districts/house/17"
+    rel: in-district
+    area_weight: 0.0955
+  - to: "us/states/mo/districts/house/38"
+    rel: in-district
+    area_weight: 0.0811
+  - to: "us/states/mo/districts/house/16"
+    rel: in-district
+    area_weight: 0.051
+  - to: "us/states/mo/districts/house/18"
+    rel: in-district
+    area_weight: 0.0457
+  - to: "us/states/mo/districts/house/15"
+    rel: in-district
+    area_weight: 0.0287
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 20621 |
 | Bachelor's or higher | 87485 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 81% (congressional)
+- [MO-05](/us/states/mo/districts/05.md) — 19% (congressional)
+- [MO Senate District 21](/us/states/mo/districts/senate/21.md) — 72% (state senate)
+- [MO Senate District 17](/us/states/mo/districts/senate/17.md) — 28% (state senate)
+- [MO House District 8](/us/states/mo/districts/house/8.md) — 39% (state house)
+- [MO House District 39](/us/states/mo/districts/house/39.md) — 31% (state house)
+- [MO House District 17](/us/states/mo/districts/house/17.md) — 10% (state house)
+- [MO House District 38](/us/states/mo/districts/house/38.md) — 8% (state house)
+- [MO House District 16](/us/states/mo/districts/house/16.md) — 5% (state house)
+- [MO House District 18](/us/states/mo/districts/house/18.md) — 5% (state house)
+- [MO House District 15](/us/states/mo/districts/house/15.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/clinton/index.md b/data/jurisdictions/us/states/mo/counties/clinton/index.md
index 8d7de25787..9ff156649f 100644
--- a/data/jurisdictions/us/states/mo/counties/clinton/index.md
+++ b/data/jurisdictions/us/states/mo/counties/clinton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 25
   hispanic: 567
   bachelors_plus: 4467
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/9"
+    rel: in-district
+    area_weight: 0.5527
+  - to: "us/states/mo/districts/house/8"
+    rel: in-district
+    area_weight: 0.4472
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 567 |
 | Bachelor's or higher | 4467 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 9](/us/states/mo/districts/house/9.md) — 55% (state house)
+- [MO House District 8](/us/states/mo/districts/house/8.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/cole/index.md b/data/jurisdictions/us/states/mo/counties/cole/index.md
index 0144611cee..04ebb89f94 100644
--- a/data/jurisdictions/us/states/mo/counties/cole/index.md
+++ b/data/jurisdictions/us/states/mo/counties/cole/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 248
   hispanic: 2807
   bachelors_plus: 28224
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/59"
+    rel: in-district
+    area_weight: 0.9279
+  - to: "us/states/mo/districts/house/60"
+    rel: in-district
+    area_weight: 0.0718
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2807 |
 | Bachelor's or higher | 28224 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 6](/us/states/mo/districts/senate/6.md) — 100% (state senate)
+- [MO House District 59](/us/states/mo/districts/house/59.md) — 93% (state house)
+- [MO House District 60](/us/states/mo/districts/house/60.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/cooper/index.md b/data/jurisdictions/us/states/mo/counties/cooper/index.md
index 7747530b47..e43c394084 100644
--- a/data/jurisdictions/us/states/mo/counties/cooper/index.md
+++ b/data/jurisdictions/us/states/mo/counties/cooper/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 17
   hispanic: 361
   bachelors_plus: 3765
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/mo/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/48"
+    rel: in-district
+    area_weight: 0.9649
+  - to: "us/states/mo/districts/house/58"
+    rel: in-district
+    area_weight: 0.035
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 361 |
 | Bachelor's or higher | 3765 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 21](/us/states/mo/districts/senate/21.md) — 100% (state senate)
+- [MO House District 48](/us/states/mo/districts/house/48.md) — 96% (state house)
+- [MO House District 58](/us/states/mo/districts/house/58.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/crawford/index.md b/data/jurisdictions/us/states/mo/counties/crawford/index.md
index d25739a8a2..be45ed92a5 100644
--- a/data/jurisdictions/us/states/mo/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/mo/counties/crawford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 42
   hispanic: 552
   bachelors_plus: 2969
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/mo/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/120"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 552 |
 | Bachelor's or higher | 2969 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 3](/us/states/mo/districts/senate/3.md) — 100% (state senate)
+- [MO House District 120](/us/states/mo/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/dade/index.md b/data/jurisdictions/us/states/mo/counties/dade/index.md
index bd2bead218..1472bfe929 100644
--- a/data/jurisdictions/us/states/mo/counties/dade/index.md
+++ b/data/jurisdictions/us/states/mo/counties/dade/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 31
   hispanic: 175
   bachelors_plus: 1122
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mo/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mo/districts/house/127"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 175 |
 | Bachelor's or higher | 1122 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 20](/us/states/mo/districts/senate/20.md) — 100% (state senate)
+- [MO House District 127](/us/states/mo/districts/house/127.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/dallas/index.md b/data/jurisdictions/us/states/mo/counties/dallas/index.md
index 86d297c328..a95f04ed23 100644
--- a/data/jurisdictions/us/states/mo/counties/dallas/index.md
+++ b/data/jurisdictions/us/states/mo/counties/dallas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 398
   bachelors_plus: 2931
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/142"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 398 |
 | Bachelor's or higher | 2931 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 28](/us/states/mo/districts/senate/28.md) — 100% (state senate)
+- [MO House District 142](/us/states/mo/districts/house/142.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/daviess/index.md b/data/jurisdictions/us/states/mo/counties/daviess/index.md
index a327bc0b97..ef5a30ecf0 100644
--- a/data/jurisdictions/us/states/mo/counties/daviess/index.md
+++ b/data/jurisdictions/us/states/mo/counties/daviess/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 151
   bachelors_plus: 1453
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/2"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 151 |
 | Bachelor's or higher | 1453 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 2](/us/states/mo/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/dekalb/index.md b/data/jurisdictions/us/states/mo/counties/dekalb/index.md
index f3db833dbe..34aaeeff27 100644
--- a/data/jurisdictions/us/states/mo/counties/dekalb/index.md
+++ b/data/jurisdictions/us/states/mo/counties/dekalb/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 28
   hispanic: 258
   bachelors_plus: 1690
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/9"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 258 |
 | Bachelor's or higher | 1690 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 9](/us/states/mo/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/dent/index.md b/data/jurisdictions/us/states/mo/counties/dent/index.md
index 62da1c1ee8..ec1db0e6f0 100644
--- a/data/jurisdictions/us/states/mo/counties/dent/index.md
+++ b/data/jurisdictions/us/states/mo/counties/dent/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 103
   hispanic: 324
   bachelors_plus: 2333
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/120"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 324 |
 | Bachelor's or higher | 2333 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 16](/us/states/mo/districts/senate/16.md) — 100% (state senate)
+- [MO House District 120](/us/states/mo/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/douglas/index.md b/data/jurisdictions/us/states/mo/counties/douglas/index.md
index 865d333193..5953d01fab 100644
--- a/data/jurisdictions/us/states/mo/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/mo/counties/douglas/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 90
   hispanic: 280
   bachelors_plus: 1689
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/155"
+    rel: in-district
+    area_weight: 0.7018
+  - to: "us/states/mo/districts/house/141"
+    rel: in-district
+    area_weight: 0.2981
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 280 |
 | Bachelor's or higher | 1689 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 33](/us/states/mo/districts/senate/33.md) — 100% (state senate)
+- [MO House District 155](/us/states/mo/districts/house/155.md) — 70% (state house)
+- [MO House District 141](/us/states/mo/districts/house/141.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/dunklin/index.md b/data/jurisdictions/us/states/mo/counties/dunklin/index.md
index 77db297f29..90a1a8433d 100644
--- a/data/jurisdictions/us/states/mo/counties/dunklin/index.md
+++ b/data/jurisdictions/us/states/mo/counties/dunklin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 28
   hispanic: 2107
   bachelors_plus: 3527
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9958
+  - to: "us/states/mo/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/mo/districts/house/150"
+    rel: in-district
+    area_weight: 0.9984
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2107 |
 | Bachelor's or higher | 3527 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 25](/us/states/mo/districts/senate/25.md) — 100% (state senate)
+- [MO House District 150](/us/states/mo/districts/house/150.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/franklin/index.md b/data/jurisdictions/us/states/mo/counties/franklin/index.md
index 588474b09d..b1152b35a1 100644
--- a/data/jurisdictions/us/states/mo/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/mo/counties/franklin/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 76
   hispanic: 2461
   bachelors_plus: 23602
+districts:
+  - to: "us/states/mo/districts/02"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/mo/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mo/districts/house/118"
+    rel: in-district
+    area_weight: 0.5434
+  - to: "us/states/mo/districts/house/109"
+    rel: in-district
+    area_weight: 0.321
+  - to: "us/states/mo/districts/house/119"
+    rel: in-district
+    area_weight: 0.1352
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2461 |
 | Bachelor's or higher | 23602 |
 
+## Districts
+
+- [MO-02](/us/states/mo/districts/02.md) — 100% (congressional)
+- [MO Senate District 26](/us/states/mo/districts/senate/26.md) — 100% (state senate)
+- [MO House District 118](/us/states/mo/districts/house/118.md) — 54% (state house)
+- [MO House District 109](/us/states/mo/districts/house/109.md) — 32% (state house)
+- [MO House District 119](/us/states/mo/districts/house/119.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/gasconade/index.md b/data/jurisdictions/us/states/mo/counties/gasconade/index.md
index b673f6719c..ed9aa780dc 100644
--- a/data/jurisdictions/us/states/mo/counties/gasconade/index.md
+++ b/data/jurisdictions/us/states/mo/counties/gasconade/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 44
   hispanic: 237
   bachelors_plus: 2501
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/mo/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/61"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 237 |
 | Bachelor's or higher | 2501 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 26](/us/states/mo/districts/senate/26.md) — 100% (state senate)
+- [MO House District 61](/us/states/mo/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/gentry/index.md b/data/jurisdictions/us/states/mo/counties/gentry/index.md
index 8ad1d6f75a..ac399f53e6 100644
--- a/data/jurisdictions/us/states/mo/counties/gentry/index.md
+++ b/data/jurisdictions/us/states/mo/counties/gentry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 124
   bachelors_plus: 1251
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/1"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 124 |
 | Bachelor's or higher | 1251 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 1](/us/states/mo/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/greene/index.md b/data/jurisdictions/us/states/mo/counties/greene/index.md
index e0e6ef5073..414483d628 100644
--- a/data/jurisdictions/us/states/mo/counties/greene/index.md
+++ b/data/jurisdictions/us/states/mo/counties/greene/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 866
   hispanic: 15605
   bachelors_plus: 93385
+districts:
+  - to: "us/states/mo/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/20"
+    rel: in-district
+    area_weight: 0.8635
+  - to: "us/states/mo/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1365
+  - to: "us/states/mo/districts/house/131"
+    rel: in-district
+    area_weight: 0.5508
+  - to: "us/states/mo/districts/house/137"
+    rel: in-district
+    area_weight: 0.2532
+  - to: "us/states/mo/districts/house/130"
+    rel: in-district
+    area_weight: 0.0797
+  - to: "us/states/mo/districts/house/135"
+    rel: in-district
+    area_weight: 0.031
+  - to: "us/states/mo/districts/house/134"
+    rel: in-district
+    area_weight: 0.0266
+  - to: "us/states/mo/districts/house/136"
+    rel: in-district
+    area_weight: 0.023
+  - to: "us/states/mo/districts/house/133"
+    rel: in-district
+    area_weight: 0.0186
+  - to: "us/states/mo/districts/house/132"
+    rel: in-district
+    area_weight: 0.0171
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 15605 |
 | Bachelor's or higher | 93385 |
 
+## Districts
+
+- [MO-07](/us/states/mo/districts/07.md) — 100% (congressional)
+- [MO Senate District 20](/us/states/mo/districts/senate/20.md) — 86% (state senate)
+- [MO Senate District 30](/us/states/mo/districts/senate/30.md) — 14% (state senate)
+- [MO House District 131](/us/states/mo/districts/house/131.md) — 55% (state house)
+- [MO House District 137](/us/states/mo/districts/house/137.md) — 25% (state house)
+- [MO House District 130](/us/states/mo/districts/house/130.md) — 8% (state house)
+- [MO House District 135](/us/states/mo/districts/house/135.md) — 3% (state house)
+- [MO House District 134](/us/states/mo/districts/house/134.md) — 3% (state house)
+- [MO House District 136](/us/states/mo/districts/house/136.md) — 2% (state house)
+- [MO House District 133](/us/states/mo/districts/house/133.md) — 2% (state house)
+- [MO House District 132](/us/states/mo/districts/house/132.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/grundy/index.md b/data/jurisdictions/us/states/mo/counties/grundy/index.md
index 4768dd9dad..eb16102783 100644
--- a/data/jurisdictions/us/states/mo/counties/grundy/index.md
+++ b/data/jurisdictions/us/states/mo/counties/grundy/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 20
   hispanic: 273
   bachelors_plus: 1481
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/2"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 273 |
 | Bachelor's or higher | 1481 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 2](/us/states/mo/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/harrison/index.md b/data/jurisdictions/us/states/mo/counties/harrison/index.md
index df1a8ee0b4..6f61f93cfe 100644
--- a/data/jurisdictions/us/states/mo/counties/harrison/index.md
+++ b/data/jurisdictions/us/states/mo/counties/harrison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 68
   bachelors_plus: 1213
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/2"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 68 |
 | Bachelor's or higher | 1213 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 2](/us/states/mo/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/henry/index.md b/data/jurisdictions/us/states/mo/counties/henry/index.md
index 229ce3fd8b..642cb6164b 100644
--- a/data/jurisdictions/us/states/mo/counties/henry/index.md
+++ b/data/jurisdictions/us/states/mo/counties/henry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 46
   hispanic: 675
   bachelors_plus: 3434
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/126"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 675 |
 | Bachelor's or higher | 3434 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 28](/us/states/mo/districts/senate/28.md) — 100% (state senate)
+- [MO House District 126](/us/states/mo/districts/house/126.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/hickory/index.md b/data/jurisdictions/us/states/mo/counties/hickory/index.md
index f287bfa246..8f31d1938c 100644
--- a/data/jurisdictions/us/states/mo/counties/hickory/index.md
+++ b/data/jurisdictions/us/states/mo/counties/hickory/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 3
   hispanic: 157
   bachelors_plus: 1116
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/126"
+    rel: in-district
+    area_weight: 0.5651
+  - to: "us/states/mo/districts/house/128"
+    rel: in-district
+    area_weight: 0.4348
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 157 |
 | Bachelor's or higher | 1116 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 28](/us/states/mo/districts/senate/28.md) — 100% (state senate)
+- [MO House District 126](/us/states/mo/districts/house/126.md) — 57% (state house)
+- [MO House District 128](/us/states/mo/districts/house/128.md) — 43% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/holt/index.md b/data/jurisdictions/us/states/mo/counties/holt/index.md
index da9df7ec27..e7d960fad9 100644
--- a/data/jurisdictions/us/states/mo/counties/holt/index.md
+++ b/data/jurisdictions/us/states/mo/counties/holt/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 79
   bachelors_plus: 789
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mo/districts/house/1"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 79 |
 | Bachelor's or higher | 789 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 1](/us/states/mo/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/howard/index.md b/data/jurisdictions/us/states/mo/counties/howard/index.md
index 82d71f7884..ad47bdde39 100644
--- a/data/jurisdictions/us/states/mo/counties/howard/index.md
+++ b/data/jurisdictions/us/states/mo/counties/howard/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 151
   hispanic: 229
   bachelors_plus: 2491
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/mo/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/48"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 229 |
 | Bachelor's or higher | 2491 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 21](/us/states/mo/districts/senate/21.md) — 100% (state senate)
+- [MO House District 48](/us/states/mo/districts/house/48.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/howell/index.md b/data/jurisdictions/us/states/mo/counties/howell/index.md
index a288e922ba..21a68897a4 100644
--- a/data/jurisdictions/us/states/mo/counties/howell/index.md
+++ b/data/jurisdictions/us/states/mo/counties/howell/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 107
   hispanic: 1042
   bachelors_plus: 6833
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/154"
+    rel: in-district
+    area_weight: 0.9696
+  - to: "us/states/mo/districts/house/153"
+    rel: in-district
+    area_weight: 0.0303
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1042 |
 | Bachelor's or higher | 6833 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 33](/us/states/mo/districts/senate/33.md) — 100% (state senate)
+- [MO House District 154](/us/states/mo/districts/house/154.md) — 97% (state house)
+- [MO House District 153](/us/states/mo/districts/house/153.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/iron/index.md b/data/jurisdictions/us/states/mo/counties/iron/index.md
index 0db60583ba..bc822a3d52 100644
--- a/data/jurisdictions/us/states/mo/counties/iron/index.md
+++ b/data/jurisdictions/us/states/mo/counties/iron/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 210
   bachelors_plus: 1794
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mo/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/144"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 210 |
 | Bachelor's or higher | 1794 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 27](/us/states/mo/districts/senate/27.md) — 100% (state senate)
+- [MO House District 144](/us/states/mo/districts/house/144.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/jackson/index.md b/data/jurisdictions/us/states/mo/counties/jackson/index.md
index 4575a9168d..70b50a254b 100644
--- a/data/jurisdictions/us/states/mo/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/mo/counties/jackson/index.md
@@ -22,9 +22,90 @@ demographics:
   race_native: 2949
   hispanic: 82126
   bachelors_plus: 229229
+districts:
+  - to: "us/states/mo/districts/05"
+    rel: in-district
+    area_weight: 0.5722
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.2496
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.1782
+  - to: "us/states/mo/districts/senate/11"
+    rel: in-district
+    area_weight: 0.3764
+  - to: "us/states/mo/districts/senate/8"
+    rel: in-district
+    area_weight: 0.3539
+  - to: "us/states/mo/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1482
+  - to: "us/states/mo/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1214
+  - to: "us/states/mo/districts/house/32"
+    rel: in-district
+    area_weight: 0.2326
+  - to: "us/states/mo/districts/house/33"
+    rel: in-district
+    area_weight: 0.1903
+  - to: "us/states/mo/districts/house/20"
+    rel: in-district
+    area_weight: 0.1006
+  - to: "us/states/mo/districts/house/35"
+    rel: in-district
+    area_weight: 0.0692
+  - to: "us/states/mo/districts/house/36"
+    rel: in-district
+    area_weight: 0.0627
+  - to: "us/states/mo/districts/house/34"
+    rel: in-district
+    area_weight: 0.0397
+  - to: "us/states/mo/districts/house/30"
+    rel: in-district
+    area_weight: 0.036
+  - to: "us/states/mo/districts/house/19"
+    rel: in-district
+    area_weight: 0.0347
+  - to: "us/states/mo/districts/house/26"
+    rel: in-district
+    area_weight: 0.0295
+  - to: "us/states/mo/districts/house/37"
+    rel: in-district
+    area_weight: 0.0276
+  - to: "us/states/mo/districts/house/27"
+    rel: in-district
+    area_weight: 0.0257
+  - to: "us/states/mo/districts/house/22"
+    rel: in-district
+    area_weight: 0.0244
+  - to: "us/states/mo/districts/house/29"
+    rel: in-district
+    area_weight: 0.0222
+  - to: "us/states/mo/districts/house/21"
+    rel: in-district
+    area_weight: 0.022
+  - to: "us/states/mo/districts/house/31"
+    rel: in-district
+    area_weight: 0.0217
+  - to: "us/states/mo/districts/house/28"
+    rel: in-district
+    area_weight: 0.0215
+  - to: "us/states/mo/districts/house/23"
+    rel: in-district
+    area_weight: 0.0158
+  - to: "us/states/mo/districts/house/25"
+    rel: in-district
+    area_weight: 0.0135
+  - to: "us/states/mo/districts/house/24"
+    rel: in-district
+    area_weight: 0.0101
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +137,36 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 82126 |
 | Bachelor's or higher | 229229 |
 
+## Districts
+
+- [MO-05](/us/states/mo/districts/05.md) — 57% (congressional)
+- [MO-04](/us/states/mo/districts/04.md) — 25% (congressional)
+- [MO-06](/us/states/mo/districts/06.md) — 18% (congressional)
+- [MO Senate District 11](/us/states/mo/districts/senate/11.md) — 38% (state senate)
+- [MO Senate District 8](/us/states/mo/districts/senate/8.md) — 35% (state senate)
+- [MO Senate District 9](/us/states/mo/districts/senate/9.md) — 15% (state senate)
+- [MO Senate District 7](/us/states/mo/districts/senate/7.md) — 12% (state senate)
+- [MO House District 32](/us/states/mo/districts/house/32.md) — 23% (state house)
+- [MO House District 33](/us/states/mo/districts/house/33.md) — 19% (state house)
+- [MO House District 20](/us/states/mo/districts/house/20.md) — 10% (state house)
+- [MO House District 35](/us/states/mo/districts/house/35.md) — 7% (state house)
+- [MO House District 36](/us/states/mo/districts/house/36.md) — 6% (state house)
+- [MO House District 34](/us/states/mo/districts/house/34.md) — 4% (state house)
+- [MO House District 30](/us/states/mo/districts/house/30.md) — 4% (state house)
+- [MO House District 19](/us/states/mo/districts/house/19.md) — 3% (state house)
+- [MO House District 26](/us/states/mo/districts/house/26.md) — 3% (state house)
+- [MO House District 37](/us/states/mo/districts/house/37.md) — 3% (state house)
+- [MO House District 27](/us/states/mo/districts/house/27.md) — 3% (state house)
+- [MO House District 22](/us/states/mo/districts/house/22.md) — 2% (state house)
+- [MO House District 29](/us/states/mo/districts/house/29.md) — 2% (state house)
+- [MO House District 21](/us/states/mo/districts/house/21.md) — 2% (state house)
+- [MO House District 31](/us/states/mo/districts/house/31.md) — 2% (state house)
+- [MO House District 28](/us/states/mo/districts/house/28.md) — 2% (state house)
+- [MO House District 23](/us/states/mo/districts/house/23.md) — 2% (state house)
+- [MO House District 25](/us/states/mo/districts/house/25.md) — 1% (state house)
+- [MO House District 24](/us/states/mo/districts/house/24.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/jasper/index.md b/data/jurisdictions/us/states/mo/counties/jasper/index.md
index 0bde58eaec..c7ab9a2ea0 100644
--- a/data/jurisdictions/us/states/mo/counties/jasper/index.md
+++ b/data/jurisdictions/us/states/mo/counties/jasper/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 990
   hispanic: 12221
   bachelors_plus: 27388
+districts:
+  - to: "us/states/mo/districts/07"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mo/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/127"
+    rel: in-district
+    area_weight: 0.4523
+  - to: "us/states/mo/districts/house/163"
+    rel: in-district
+    area_weight: 0.3002
+  - to: "us/states/mo/districts/house/162"
+    rel: in-district
+    area_weight: 0.2201
+  - to: "us/states/mo/districts/house/161"
+    rel: in-district
+    area_weight: 0.0273
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12221 |
 | Bachelor's or higher | 27388 |
 
+## Districts
+
+- [MO-07](/us/states/mo/districts/07.md) — 100% (congressional)
+- [MO Senate District 32](/us/states/mo/districts/senate/32.md) — 100% (state senate)
+- [MO House District 127](/us/states/mo/districts/house/127.md) — 45% (state house)
+- [MO House District 163](/us/states/mo/districts/house/163.md) — 30% (state house)
+- [MO House District 162](/us/states/mo/districts/house/162.md) — 22% (state house)
+- [MO House District 161](/us/states/mo/districts/house/161.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/jefferson/index.md b/data/jurisdictions/us/states/mo/counties/jefferson/index.md
index 87beed252f..2d44dd426f 100644
--- a/data/jurisdictions/us/states/mo/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/mo/counties/jefferson/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 351
   hispanic: 6066
   bachelors_plus: 52596
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.5034
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.4945
+  - to: "us/states/mo/districts/senate/3"
+    rel: in-district
+    area_weight: 0.5211
+  - to: "us/states/mo/districts/senate/22"
+    rel: in-district
+    area_weight: 0.4782
+  - to: "us/states/mo/districts/house/115"
+    rel: in-district
+    area_weight: 0.4801
+  - to: "us/states/mo/districts/house/111"
+    rel: in-district
+    area_weight: 0.2348
+  - to: "us/states/mo/districts/house/112"
+    rel: in-district
+    area_weight: 0.0817
+  - to: "us/states/mo/districts/house/97"
+    rel: in-district
+    area_weight: 0.0496
+  - to: "us/states/mo/districts/house/113"
+    rel: in-district
+    area_weight: 0.0405
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 6066 |
 | Bachelor's or higher | 52596 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 50% (congressional)
+- [MO-08](/us/states/mo/districts/08.md) — 49% (congressional)
+- [MO Senate District 3](/us/states/mo/districts/senate/3.md) — 52% (state senate)
+- [MO Senate District 22](/us/states/mo/districts/senate/22.md) — 48% (state senate)
+- [MO House District 115](/us/states/mo/districts/house/115.md) — 48% (state house)
+- [MO House District 111](/us/states/mo/districts/house/111.md) — 23% (state house)
+- [MO House District 112](/us/states/mo/districts/house/112.md) — 8% (state house)
+- [MO House District 97](/us/states/mo/districts/house/97.md) — 5% (state house)
+- [MO House District 113](/us/states/mo/districts/house/113.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/johnson/index.md b/data/jurisdictions/us/states/mo/counties/johnson/index.md
index ba3797a362..628d165308 100644
--- a/data/jurisdictions/us/states/mo/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/mo/counties/johnson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 145
   hispanic: 2821
   bachelors_plus: 13054
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mo/districts/house/54"
+    rel: in-district
+    area_weight: 0.5188
+  - to: "us/states/mo/districts/house/57"
+    rel: in-district
+    area_weight: 0.4809
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2821 |
 | Bachelor's or higher | 13054 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 31](/us/states/mo/districts/senate/31.md) — 100% (state senate)
+- [MO House District 54](/us/states/mo/districts/house/54.md) — 52% (state house)
+- [MO House District 57](/us/states/mo/districts/house/57.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/knox/index.md b/data/jurisdictions/us/states/mo/counties/knox/index.md
index 8f05043bcb..c6e76e236d 100644
--- a/data/jurisdictions/us/states/mo/counties/knox/index.md
+++ b/data/jurisdictions/us/states/mo/counties/knox/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 11
   bachelors_plus: 539
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/4"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 11 |
 | Bachelor's or higher | 539 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 4](/us/states/mo/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/laclede/index.md b/data/jurisdictions/us/states/mo/counties/laclede/index.md
index f80aa80fed..c15b31a2ad 100644
--- a/data/jurisdictions/us/states/mo/counties/laclede/index.md
+++ b/data/jurisdictions/us/states/mo/counties/laclede/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 118
   hispanic: 1086
   bachelors_plus: 5465
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mo/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/141"
+    rel: in-district
+    area_weight: 0.8911
+  - to: "us/states/mo/districts/house/142"
+    rel: in-district
+    area_weight: 0.1088
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1086 |
 | Bachelor's or higher | 5465 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 16](/us/states/mo/districts/senate/16.md) — 100% (state senate)
+- [MO House District 141](/us/states/mo/districts/house/141.md) — 89% (state house)
+- [MO House District 142](/us/states/mo/districts/house/142.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/lafayette/index.md b/data/jurisdictions/us/states/mo/counties/lafayette/index.md
index 583ac9f308..b060905523 100644
--- a/data/jurisdictions/us/states/mo/counties/lafayette/index.md
+++ b/data/jurisdictions/us/states/mo/counties/lafayette/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 80
   hispanic: 1155
   bachelors_plus: 8210
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/mo/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/51"
+    rel: in-district
+    area_weight: 0.6173
+  - to: "us/states/mo/districts/house/53"
+    rel: in-district
+    area_weight: 0.3826
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1155 |
 | Bachelor's or higher | 8210 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 21](/us/states/mo/districts/senate/21.md) — 100% (state senate)
+- [MO House District 51](/us/states/mo/districts/house/51.md) — 62% (state house)
+- [MO House District 53](/us/states/mo/districts/house/53.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/lawrence/index.md b/data/jurisdictions/us/states/mo/counties/lawrence/index.md
index 2207d1b23a..8f5fb84484 100644
--- a/data/jurisdictions/us/states/mo/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/mo/counties/lawrence/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 225
   hispanic: 3263
   bachelors_plus: 5821
+districts:
+  - to: "us/states/mo/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/157"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3263 |
 | Bachelor's or higher | 5821 |
 
+## Districts
+
+- [MO-07](/us/states/mo/districts/07.md) — 100% (congressional)
+- [MO Senate District 29](/us/states/mo/districts/senate/29.md) — 100% (state senate)
+- [MO House District 157](/us/states/mo/districts/house/157.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/lewis/index.md b/data/jurisdictions/us/states/mo/counties/lewis/index.md
index 1516f50410..70fe4a7d47 100644
--- a/data/jurisdictions/us/states/mo/counties/lewis/index.md
+++ b/data/jurisdictions/us/states/mo/counties/lewis/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 111
   bachelors_plus: 1361
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/4"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 111 |
 | Bachelor's or higher | 1361 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 4](/us/states/mo/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/lincoln/index.md b/data/jurisdictions/us/states/mo/counties/lincoln/index.md
index 45e14c1c96..2eecd4da87 100644
--- a/data/jurisdictions/us/states/mo/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/mo/counties/lincoln/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 153
   hispanic: 1809
   bachelors_plus: 10032
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/mo/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/40"
+    rel: in-district
+    area_weight: 0.7166
+  - to: "us/states/mo/districts/house/41"
+    rel: in-district
+    area_weight: 0.2831
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1809 |
 | Bachelor's or higher | 10032 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 10](/us/states/mo/districts/senate/10.md) — 100% (state senate)
+- [MO House District 40](/us/states/mo/districts/house/40.md) — 72% (state house)
+- [MO House District 41](/us/states/mo/districts/house/41.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/linn/index.md b/data/jurisdictions/us/states/mo/counties/linn/index.md
index f206791af8..f759a296fa 100644
--- a/data/jurisdictions/us/states/mo/counties/linn/index.md
+++ b/data/jurisdictions/us/states/mo/counties/linn/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 33
   hispanic: 352
   bachelors_plus: 2205
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 352 |
 | Bachelor's or higher | 2205 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 7](/us/states/mo/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/livingston/index.md b/data/jurisdictions/us/states/mo/counties/livingston/index.md
index 814843a7e0..9475fb59d7 100644
--- a/data/jurisdictions/us/states/mo/counties/livingston/index.md
+++ b/data/jurisdictions/us/states/mo/counties/livingston/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 51
   hispanic: 295
   bachelors_plus: 2432
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 295 |
 | Bachelor's or higher | 2432 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 7](/us/states/mo/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/macon/index.md b/data/jurisdictions/us/states/mo/counties/macon/index.md
index 851ba85705..0f518642eb 100644
--- a/data/jurisdictions/us/states/mo/counties/macon/index.md
+++ b/data/jurisdictions/us/states/mo/counties/macon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 287
   bachelors_plus: 2689
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/6"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 287 |
 | Bachelor's or higher | 2689 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 6](/us/states/mo/districts/house/6.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/madison/index.md b/data/jurisdictions/us/states/mo/counties/madison/index.md
index f05c023df1..095b9b476e 100644
--- a/data/jurisdictions/us/states/mo/counties/madison/index.md
+++ b/data/jurisdictions/us/states/mo/counties/madison/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 65
   hispanic: 356
   bachelors_plus: 1865
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/144"
+    rel: in-district
+    area_weight: 0.5587
+  - to: "us/states/mo/districts/house/116"
+    rel: in-district
+    area_weight: 0.4413
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 356 |
 | Bachelor's or higher | 1865 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 27](/us/states/mo/districts/senate/27.md) — 100% (state senate)
+- [MO House District 144](/us/states/mo/districts/house/144.md) — 56% (state house)
+- [MO House District 116](/us/states/mo/districts/house/116.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/maries/index.md b/data/jurisdictions/us/states/mo/counties/maries/index.md
index 6301fef28b..ba56637e8f 100644
--- a/data/jurisdictions/us/states/mo/counties/maries/index.md
+++ b/data/jurisdictions/us/states/mo/counties/maries/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 103
   hispanic: 175
   bachelors_plus: 1535
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/mo/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/143"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 175 |
 | Bachelor's or higher | 1535 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 16](/us/states/mo/districts/senate/16.md) — 100% (state senate)
+- [MO House District 143](/us/states/mo/districts/house/143.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/marion/index.md b/data/jurisdictions/us/states/mo/counties/marion/index.md
index 4c152616ef..b2d6c3378c 100644
--- a/data/jurisdictions/us/states/mo/counties/marion/index.md
+++ b/data/jurisdictions/us/states/mo/counties/marion/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 68
   hispanic: 582
   bachelors_plus: 6618
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mo/districts/house/5"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 582 |
 | Bachelor's or higher | 6618 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 5](/us/states/mo/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/mcdonald/index.md b/data/jurisdictions/us/states/mo/counties/mcdonald/index.md
index b1ec9d01cf..7175844cfb 100644
--- a/data/jurisdictions/us/states/mo/counties/mcdonald/index.md
+++ b/data/jurisdictions/us/states/mo/counties/mcdonald/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 355
   hispanic: 2949
   bachelors_plus: 2494
+districts:
+  - to: "us/states/mo/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mo/districts/house/159"
+    rel: in-district
+    area_weight: 0.7159
+  - to: "us/states/mo/districts/house/158"
+    rel: in-district
+    area_weight: 0.2839
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2949 |
 | Bachelor's or higher | 2494 |
 
+## Districts
+
+- [MO-07](/us/states/mo/districts/07.md) — 100% (congressional)
+- [MO Senate District 29](/us/states/mo/districts/senate/29.md) — 100% (state senate)
+- [MO House District 159](/us/states/mo/districts/house/159.md) — 72% (state house)
+- [MO House District 158](/us/states/mo/districts/house/158.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/mercer/index.md b/data/jurisdictions/us/states/mo/counties/mercer/index.md
index 7886eae3bc..83fcbf6a10 100644
--- a/data/jurisdictions/us/states/mo/counties/mercer/index.md
+++ b/data/jurisdictions/us/states/mo/counties/mercer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 167
   bachelors_plus: 557
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/3"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 167 |
 | Bachelor's or higher | 557 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 3](/us/states/mo/districts/house/3.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/miller/index.md b/data/jurisdictions/us/states/mo/counties/miller/index.md
index cba12a58ae..d738b30660 100644
--- a/data/jurisdictions/us/states/mo/counties/miller/index.md
+++ b/data/jurisdictions/us/states/mo/counties/miller/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 33
   hispanic: 547
   bachelors_plus: 4544
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mo/districts/senate/6"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/124"
+    rel: in-district
+    area_weight: 0.8501
+  - to: "us/states/mo/districts/house/61"
+    rel: in-district
+    area_weight: 0.1498
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 547 |
 | Bachelor's or higher | 4544 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 6](/us/states/mo/districts/senate/6.md) — 100% (state senate)
+- [MO House District 124](/us/states/mo/districts/house/124.md) — 85% (state house)
+- [MO House District 61](/us/states/mo/districts/house/61.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/mississippi/index.md b/data/jurisdictions/us/states/mo/counties/mississippi/index.md
index 53208bc120..e2b4deb375 100644
--- a/data/jurisdictions/us/states/mo/counties/mississippi/index.md
+++ b/data/jurisdictions/us/states/mo/counties/mississippi/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 4
   hispanic: 96
   bachelors_plus: 1580
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mo/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 96 |
 | Bachelor's or higher | 1580 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 25](/us/states/mo/districts/senate/25.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/moniteau/index.md b/data/jurisdictions/us/states/mo/counties/moniteau/index.md
index dfb7f45e15..6b60dc65d7 100644
--- a/data/jurisdictions/us/states/mo/counties/moniteau/index.md
+++ b/data/jurisdictions/us/states/mo/counties/moniteau/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 895
   bachelors_plus: 2114
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/58"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 895 |
 | Bachelor's or higher | 2114 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 6](/us/states/mo/districts/senate/6.md) — 100% (state senate)
+- [MO House District 58](/us/states/mo/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/monroe/index.md b/data/jurisdictions/us/states/mo/counties/monroe/index.md
index 3c4c40913f..7964646d81 100644
--- a/data/jurisdictions/us/states/mo/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/mo/counties/monroe/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 37
   hispanic: 160
   bachelors_plus: 1442
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/43"
+    rel: in-district
+    area_weight: 0.8587
+  - to: "us/states/mo/districts/house/4"
+    rel: in-district
+    area_weight: 0.1411
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 160 |
 | Bachelor's or higher | 1442 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 43](/us/states/mo/districts/house/43.md) — 86% (state house)
+- [MO House District 4](/us/states/mo/districts/house/4.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/montgomery/index.md b/data/jurisdictions/us/states/mo/counties/montgomery/index.md
index a4e7a7afcf..0d42c14d54 100644
--- a/data/jurisdictions/us/states/mo/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/mo/counties/montgomery/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 71
   hispanic: 266
   bachelors_plus: 1817
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/mo/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/61"
+    rel: in-district
+    area_weight: 0.6659
+  - to: "us/states/mo/districts/house/42"
+    rel: in-district
+    area_weight: 0.334
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 266 |
 | Bachelor's or higher | 1817 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 10](/us/states/mo/districts/senate/10.md) — 100% (state senate)
+- [MO House District 61](/us/states/mo/districts/house/61.md) — 67% (state house)
+- [MO House District 42](/us/states/mo/districts/house/42.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/morgan/index.md b/data/jurisdictions/us/states/mo/counties/morgan/index.md
index d7af4ff1e0..f23c11033f 100644
--- a/data/jurisdictions/us/states/mo/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/mo/counties/morgan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 569
   bachelors_plus: 3404
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mo/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/58"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 569 |
 | Bachelor's or higher | 3404 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 6](/us/states/mo/districts/senate/6.md) — 100% (state senate)
+- [MO House District 58](/us/states/mo/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/new-madrid/index.md b/data/jurisdictions/us/states/mo/counties/new-madrid/index.md
index 94e604dea2..9cc3ec220c 100644
--- a/data/jurisdictions/us/states/mo/counties/new-madrid/index.md
+++ b/data/jurisdictions/us/states/mo/counties/new-madrid/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 14
   hispanic: 292
   bachelors_plus: 2241
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mo/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 292 |
 | Bachelor's or higher | 2241 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 25](/us/states/mo/districts/senate/25.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/newton/index.md b/data/jurisdictions/us/states/mo/counties/newton/index.md
index c15845f6b0..eabd7939cd 100644
--- a/data/jurisdictions/us/states/mo/counties/newton/index.md
+++ b/data/jurisdictions/us/states/mo/counties/newton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1019
   hispanic: 4058
   bachelors_plus: 12726
+districts:
+  - to: "us/states/mo/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/159"
+    rel: in-district
+    area_weight: 0.6076
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4058 |
 | Bachelor's or higher | 12726 |
 
+## Districts
+
+- [MO-07](/us/states/mo/districts/07.md) — 100% (congressional)
+- [MO Senate District 32](/us/states/mo/districts/senate/32.md) — 100% (state senate)
+- [MO House District 159](/us/states/mo/districts/house/159.md) — 61% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/nodaway/index.md b/data/jurisdictions/us/states/mo/counties/nodaway/index.md
index 9d5315ad97..4a34f0cd2a 100644
--- a/data/jurisdictions/us/states/mo/counties/nodaway/index.md
+++ b/data/jurisdictions/us/states/mo/counties/nodaway/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 58
   hispanic: 461
   bachelors_plus: 4937
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/1"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 461 |
 | Bachelor's or higher | 4937 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 1](/us/states/mo/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/oregon/index.md b/data/jurisdictions/us/states/mo/counties/oregon/index.md
index 6cf21481d7..adb9edd03a 100644
--- a/data/jurisdictions/us/states/mo/counties/oregon/index.md
+++ b/data/jurisdictions/us/states/mo/counties/oregon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 132
   bachelors_plus: 1154
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/153"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 132 |
 | Bachelor's or higher | 1154 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 25](/us/states/mo/districts/senate/25.md) — 100% (state senate)
+- [MO House District 153](/us/states/mo/districts/house/153.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/osage/index.md b/data/jurisdictions/us/states/mo/counties/osage/index.md
index 1b0e52ad65..47750f9f1a 100644
--- a/data/jurisdictions/us/states/mo/counties/osage/index.md
+++ b/data/jurisdictions/us/states/mo/counties/osage/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 24
   hispanic: 149
   bachelors_plus: 2927
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/61"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 149 |
 | Bachelor's or higher | 2927 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 26](/us/states/mo/districts/senate/26.md) — 100% (state senate)
+- [MO House District 61](/us/states/mo/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/ozark/index.md b/data/jurisdictions/us/states/mo/counties/ozark/index.md
index aa2f2cd154..581a6116a7 100644
--- a/data/jurisdictions/us/states/mo/counties/ozark/index.md
+++ b/data/jurisdictions/us/states/mo/counties/ozark/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 188
   bachelors_plus: 1414
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/155"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 188 |
 | Bachelor's or higher | 1414 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 33](/us/states/mo/districts/senate/33.md) — 100% (state senate)
+- [MO House District 155](/us/states/mo/districts/house/155.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/pemiscot/index.md b/data/jurisdictions/us/states/mo/counties/pemiscot/index.md
index d7289eee02..5ed6608e5b 100644
--- a/data/jurisdictions/us/states/mo/counties/pemiscot/index.md
+++ b/data/jurisdictions/us/states/mo/counties/pemiscot/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 43
   hispanic: 478
   bachelors_plus: 1698
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/150"
+    rel: in-district
+    area_weight: 0.6403
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 478 |
 | Bachelor's or higher | 1698 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 25](/us/states/mo/districts/senate/25.md) — 100% (state senate)
+- [MO House District 150](/us/states/mo/districts/house/150.md) — 64% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/perry/index.md b/data/jurisdictions/us/states/mo/counties/perry/index.md
index d4ff081555..aef7500ab5 100644
--- a/data/jurisdictions/us/states/mo/counties/perry/index.md
+++ b/data/jurisdictions/us/states/mo/counties/perry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 467
   bachelors_plus: 3569
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/145"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 467 |
 | Bachelor's or higher | 3569 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 27](/us/states/mo/districts/senate/27.md) — 100% (state senate)
+- [MO House District 145](/us/states/mo/districts/house/145.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/pettis/index.md b/data/jurisdictions/us/states/mo/counties/pettis/index.md
index 1c37df42e7..d08c71a12c 100644
--- a/data/jurisdictions/us/states/mo/counties/pettis/index.md
+++ b/data/jurisdictions/us/states/mo/counties/pettis/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 200
   hispanic: 4299
   bachelors_plus: 7413
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/52"
+    rel: in-district
+    area_weight: 0.7011
+  - to: "us/states/mo/districts/house/57"
+    rel: in-district
+    area_weight: 0.2989
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4299 |
 | Bachelor's or higher | 7413 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 28](/us/states/mo/districts/senate/28.md) — 100% (state senate)
+- [MO House District 52](/us/states/mo/districts/house/52.md) — 70% (state house)
+- [MO House District 57](/us/states/mo/districts/house/57.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/phelps/index.md b/data/jurisdictions/us/states/mo/counties/phelps/index.md
index 02a4186aab..d35336955e 100644
--- a/data/jurisdictions/us/states/mo/counties/phelps/index.md
+++ b/data/jurisdictions/us/states/mo/counties/phelps/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 197
   hispanic: 1390
   bachelors_plus: 13586
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/mo/districts/senate/16"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/122"
+    rel: in-district
+    area_weight: 0.5062
+  - to: "us/states/mo/districts/house/143"
+    rel: in-district
+    area_weight: 0.4935
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1390 |
 | Bachelor's or higher | 13586 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 16](/us/states/mo/districts/senate/16.md) — 100% (state senate)
+- [MO House District 122](/us/states/mo/districts/house/122.md) — 51% (state house)
+- [MO House District 143](/us/states/mo/districts/house/143.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/pike/index.md b/data/jurisdictions/us/states/mo/counties/pike/index.md
index 2745f5b171..bf16401dfc 100644
--- a/data/jurisdictions/us/states/mo/counties/pike/index.md
+++ b/data/jurisdictions/us/states/mo/counties/pike/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 84
   hispanic: 439
   bachelors_plus: 2749
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/40"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 439 |
 | Bachelor's or higher | 2749 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 10](/us/states/mo/districts/senate/10.md) — 100% (state senate)
+- [MO House District 40](/us/states/mo/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/platte/index.md b/data/jurisdictions/us/states/mo/counties/platte/index.md
index d396a33519..54218f7739 100644
--- a/data/jurisdictions/us/states/mo/counties/platte/index.md
+++ b/data/jurisdictions/us/states/mo/counties/platte/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 295
   hispanic: 7893
   bachelors_plus: 49140
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/13"
+    rel: in-district
+    area_weight: 0.8484
+  - to: "us/states/mo/districts/house/12"
+    rel: in-district
+    area_weight: 0.0852
+  - to: "us/states/mo/districts/house/14"
+    rel: in-district
+    area_weight: 0.0663
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 7893 |
 | Bachelor's or higher | 49140 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 34](/us/states/mo/districts/senate/34.md) — 100% (state senate)
+- [MO House District 13](/us/states/mo/districts/house/13.md) — 85% (state house)
+- [MO House District 12](/us/states/mo/districts/house/12.md) — 9% (state house)
+- [MO House District 14](/us/states/mo/districts/house/14.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/polk/index.md b/data/jurisdictions/us/states/mo/counties/polk/index.md
index 8942388b3b..f6ae09354e 100644
--- a/data/jurisdictions/us/states/mo/counties/polk/index.md
+++ b/data/jurisdictions/us/states/mo/counties/polk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 82
   hispanic: 970
   bachelors_plus: 6694
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/128"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 970 |
 | Bachelor's or higher | 6694 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 28](/us/states/mo/districts/senate/28.md) — 100% (state senate)
+- [MO House District 128](/us/states/mo/districts/house/128.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/pulaski/index.md b/data/jurisdictions/us/states/mo/counties/pulaski/index.md
index bbd7d5d3e4..1f81a314ad 100644
--- a/data/jurisdictions/us/states/mo/counties/pulaski/index.md
+++ b/data/jurisdictions/us/states/mo/counties/pulaski/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 194
   hispanic: 6199
   bachelors_plus: 10128
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/mo/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/124"
+    rel: in-district
+    area_weight: 0.5785
+  - to: "us/states/mo/districts/house/121"
+    rel: in-district
+    area_weight: 0.4213
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 6199 |
 | Bachelor's or higher | 10128 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 16](/us/states/mo/districts/senate/16.md) — 100% (state senate)
+- [MO House District 124](/us/states/mo/districts/house/124.md) — 58% (state house)
+- [MO House District 121](/us/states/mo/districts/house/121.md) — 42% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/putnam/index.md b/data/jurisdictions/us/states/mo/counties/putnam/index.md
index 3721e2dc50..cc6101cd8e 100644
--- a/data/jurisdictions/us/states/mo/counties/putnam/index.md
+++ b/data/jurisdictions/us/states/mo/counties/putnam/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 139
   bachelors_plus: 988
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/3"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 139 |
 | Bachelor's or higher | 988 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 3](/us/states/mo/districts/house/3.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/ralls/index.md b/data/jurisdictions/us/states/mo/counties/ralls/index.md
index 2e0a08ebf3..be07840f8a 100644
--- a/data/jurisdictions/us/states/mo/counties/ralls/index.md
+++ b/data/jurisdictions/us/states/mo/counties/ralls/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 128
   bachelors_plus: 1758
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/5"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 128 |
 | Bachelor's or higher | 1758 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 5](/us/states/mo/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/randolph/index.md b/data/jurisdictions/us/states/mo/counties/randolph/index.md
index 33b4cdbf79..cd554f2650 100644
--- a/data/jurisdictions/us/states/mo/counties/randolph/index.md
+++ b/data/jurisdictions/us/states/mo/counties/randolph/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 16
   hispanic: 612
   bachelors_plus: 4024
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/6"
+    rel: in-district
+    area_weight: 0.6521
+  - to: "us/states/mo/districts/house/48"
+    rel: in-district
+    area_weight: 0.3478
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 612 |
 | Bachelor's or higher | 4024 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 6](/us/states/mo/districts/house/6.md) — 65% (state house)
+- [MO House District 48](/us/states/mo/districts/house/48.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/ray/index.md b/data/jurisdictions/us/states/mo/counties/ray/index.md
index a4982e466e..97acd924ed 100644
--- a/data/jurisdictions/us/states/mo/counties/ray/index.md
+++ b/data/jurisdictions/us/states/mo/counties/ray/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 317
   hispanic: 667
   bachelors_plus: 3415
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/mo/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/53"
+    rel: in-district
+    area_weight: 0.5517
+  - to: "us/states/mo/districts/house/7"
+    rel: in-district
+    area_weight: 0.4481
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 667 |
 | Bachelor's or higher | 3415 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 21](/us/states/mo/districts/senate/21.md) — 100% (state senate)
+- [MO House District 53](/us/states/mo/districts/house/53.md) — 55% (state house)
+- [MO House District 7](/us/states/mo/districts/house/7.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/reynolds/index.md b/data/jurisdictions/us/states/mo/counties/reynolds/index.md
index fecdebff71..e6d804bdf5 100644
--- a/data/jurisdictions/us/states/mo/counties/reynolds/index.md
+++ b/data/jurisdictions/us/states/mo/counties/reynolds/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 104
   bachelors_plus: 831
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/144"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 104 |
 | Bachelor's or higher | 831 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 27](/us/states/mo/districts/senate/27.md) — 100% (state senate)
+- [MO House District 144](/us/states/mo/districts/house/144.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/ripley/index.md b/data/jurisdictions/us/states/mo/counties/ripley/index.md
index 045f90732b..a4c65d8788 100644
--- a/data/jurisdictions/us/states/mo/counties/ripley/index.md
+++ b/data/jurisdictions/us/states/mo/counties/ripley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 157
   bachelors_plus: 1276
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/153"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 157 |
 | Bachelor's or higher | 1276 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 25](/us/states/mo/districts/senate/25.md) — 100% (state senate)
+- [MO House District 153](/us/states/mo/districts/house/153.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/saline/index.md b/data/jurisdictions/us/states/mo/counties/saline/index.md
index 50feb87ffb..c37807a9a5 100644
--- a/data/jurisdictions/us/states/mo/counties/saline/index.md
+++ b/data/jurisdictions/us/states/mo/counties/saline/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 30
   hispanic: 2932
   bachelors_plus: 4564
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/mo/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/51"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2932 |
 | Bachelor's or higher | 4564 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 21](/us/states/mo/districts/senate/21.md) — 100% (state senate)
+- [MO House District 51](/us/states/mo/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/schuyler/index.md b/data/jurisdictions/us/states/mo/counties/schuyler/index.md
index 0dedd95a69..395ddb8554 100644
--- a/data/jurisdictions/us/states/mo/counties/schuyler/index.md
+++ b/data/jurisdictions/us/states/mo/counties/schuyler/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 29
   bachelors_plus: 429
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/4"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 29 |
 | Bachelor's or higher | 429 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 4](/us/states/mo/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/scotland/index.md b/data/jurisdictions/us/states/mo/counties/scotland/index.md
index 7eadaaddb2..69684f18e5 100644
--- a/data/jurisdictions/us/states/mo/counties/scotland/index.md
+++ b/data/jurisdictions/us/states/mo/counties/scotland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 9
   bachelors_plus: 608
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/4"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 9 |
 | Bachelor's or higher | 608 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 4](/us/states/mo/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/scott/index.md b/data/jurisdictions/us/states/mo/counties/scott/index.md
index 76a7b63222..ed2044d1d5 100644
--- a/data/jurisdictions/us/states/mo/counties/scott/index.md
+++ b/data/jurisdictions/us/states/mo/counties/scott/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 995
   bachelors_plus: 7546
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mo/districts/house/148"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 995 |
 | Bachelor's or higher | 7546 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 27](/us/states/mo/districts/senate/27.md) — 100% (state senate)
+- [MO House District 148](/us/states/mo/districts/house/148.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/shannon/index.md b/data/jurisdictions/us/states/mo/counties/shannon/index.md
index c3edf7e6d5..415bf89f5c 100644
--- a/data/jurisdictions/us/states/mo/counties/shannon/index.md
+++ b/data/jurisdictions/us/states/mo/counties/shannon/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 31
   hispanic: 48
   bachelors_plus: 890
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/144"
+    rel: in-district
+    area_weight: 0.7578
+  - to: "us/states/mo/districts/house/153"
+    rel: in-district
+    area_weight: 0.2421
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 48 |
 | Bachelor's or higher | 890 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 33](/us/states/mo/districts/senate/33.md) — 100% (state senate)
+- [MO House District 144](/us/states/mo/districts/house/144.md) — 76% (state house)
+- [MO House District 153](/us/states/mo/districts/house/153.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/shelby/index.md b/data/jurisdictions/us/states/mo/counties/shelby/index.md
index fe8f41210f..f25a151777 100644
--- a/data/jurisdictions/us/states/mo/counties/shelby/index.md
+++ b/data/jurisdictions/us/states/mo/counties/shelby/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 139
   bachelors_plus: 964
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/4"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 139 |
 | Bachelor's or higher | 964 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 18](/us/states/mo/districts/senate/18.md) — 100% (state senate)
+- [MO House District 4](/us/states/mo/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/st-charles/index.md b/data/jurisdictions/us/states/mo/counties/st-charles/index.md
index 8da527494c..97120c41a8 100644
--- a/data/jurisdictions/us/states/mo/counties/st-charles/index.md
+++ b/data/jurisdictions/us/states/mo/counties/st-charles/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 333
   hispanic: 17405
   bachelors_plus: 168328
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.6148
+  - to: "us/states/mo/districts/02"
+    rel: in-district
+    area_weight: 0.3809
+  - to: "us/states/mo/districts/senate/2"
+    rel: in-district
+    area_weight: 0.5078
+  - to: "us/states/mo/districts/senate/23"
+    rel: in-district
+    area_weight: 0.4043
+  - to: "us/states/mo/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0862
+  - to: "us/states/mo/districts/house/102"
+    rel: in-district
+    area_weight: 0.3388
+  - to: "us/states/mo/districts/house/65"
+    rel: in-district
+    area_weight: 0.2954
+  - to: "us/states/mo/districts/house/64"
+    rel: in-district
+    area_weight: 0.1598
+  - to: "us/states/mo/districts/house/69"
+    rel: in-district
+    area_weight: 0.0431
+  - to: "us/states/mo/districts/house/63"
+    rel: in-district
+    area_weight: 0.0331
+  - to: "us/states/mo/districts/house/108"
+    rel: in-district
+    area_weight: 0.0275
+  - to: "us/states/mo/districts/house/106"
+    rel: in-district
+    area_weight: 0.0263
+  - to: "us/states/mo/districts/house/107"
+    rel: in-district
+    area_weight: 0.0201
+  - to: "us/states/mo/districts/house/103"
+    rel: in-district
+    area_weight: 0.0196
+  - to: "us/states/mo/districts/house/105"
+    rel: in-district
+    area_weight: 0.0181
+  - to: "us/states/mo/districts/house/104"
+    rel: in-district
+    area_weight: 0.0165
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 17405 |
 | Bachelor's or higher | 168328 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 61% (congressional)
+- [MO-02](/us/states/mo/districts/02.md) — 38% (congressional)
+- [MO Senate District 2](/us/states/mo/districts/senate/2.md) — 51% (state senate)
+- [MO Senate District 23](/us/states/mo/districts/senate/23.md) — 40% (state senate)
+- [MO Senate District 10](/us/states/mo/districts/senate/10.md) — 9% (state senate)
+- [MO House District 102](/us/states/mo/districts/house/102.md) — 34% (state house)
+- [MO House District 65](/us/states/mo/districts/house/65.md) — 30% (state house)
+- [MO House District 64](/us/states/mo/districts/house/64.md) — 16% (state house)
+- [MO House District 69](/us/states/mo/districts/house/69.md) — 4% (state house)
+- [MO House District 63](/us/states/mo/districts/house/63.md) — 3% (state house)
+- [MO House District 108](/us/states/mo/districts/house/108.md) — 3% (state house)
+- [MO House District 106](/us/states/mo/districts/house/106.md) — 3% (state house)
+- [MO House District 107](/us/states/mo/districts/house/107.md) — 2% (state house)
+- [MO House District 103](/us/states/mo/districts/house/103.md) — 2% (state house)
+- [MO House District 105](/us/states/mo/districts/house/105.md) — 2% (state house)
+- [MO House District 104](/us/states/mo/districts/house/104.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/st-clair/index.md b/data/jurisdictions/us/states/mo/counties/st-clair/index.md
index 5c9b00cb93..b14a29b060 100644
--- a/data/jurisdictions/us/states/mo/counties/st-clair/index.md
+++ b/data/jurisdictions/us/states/mo/counties/st-clair/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 213
   bachelors_plus: 1333
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/126"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 213 |
 | Bachelor's or higher | 1333 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 28](/us/states/mo/districts/senate/28.md) — 100% (state senate)
+- [MO House District 126](/us/states/mo/districts/house/126.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/st-francois/index.md b/data/jurisdictions/us/states/mo/counties/st-francois/index.md
index 6afec4f42e..a66157a3d1 100644
--- a/data/jurisdictions/us/states/mo/counties/st-francois/index.md
+++ b/data/jurisdictions/us/states/mo/counties/st-francois/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 239
   hispanic: 1268
   bachelors_plus: 11093
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/117"
+    rel: in-district
+    area_weight: 0.5228
+  - to: "us/states/mo/districts/house/116"
+    rel: in-district
+    area_weight: 0.4769
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1268 |
 | Bachelor's or higher | 11093 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 3](/us/states/mo/districts/senate/3.md) — 100% (state senate)
+- [MO House District 117](/us/states/mo/districts/house/117.md) — 52% (state house)
+- [MO House District 116](/us/states/mo/districts/house/116.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/st-louis-city/index.md b/data/jurisdictions/us/states/mo/counties/st-louis-city/index.md
index 77e0a6a678..6b90771bc3 100644
--- a/data/jurisdictions/us/states/mo/counties/st-louis-city/index.md
+++ b/data/jurisdictions/us/states/mo/counties/st-louis-city/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 723
   hispanic: 15297
   bachelors_plus: 125836
+districts:
+  - to: "us/states/mo/districts/01"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/mo/districts/senate/5"
+    rel: in-district
+    area_weight: 0.6813
+  - to: "us/states/mo/districts/senate/4"
+    rel: in-district
+    area_weight: 0.3184
+  - to: "us/states/mo/districts/house/76"
+    rel: in-district
+    area_weight: 0.2914
+  - to: "us/states/mo/districts/house/84"
+    rel: in-district
+    area_weight: 0.1401
+  - to: "us/states/mo/districts/house/79"
+    rel: in-district
+    area_weight: 0.1088
+  - to: "us/states/mo/districts/house/82"
+    rel: in-district
+    area_weight: 0.108
+  - to: "us/states/mo/districts/house/81"
+    rel: in-district
+    area_weight: 0.104
+  - to: "us/states/mo/districts/house/77"
+    rel: in-district
+    area_weight: 0.0988
+  - to: "us/states/mo/districts/house/78"
+    rel: in-district
+    area_weight: 0.0762
+  - to: "us/states/mo/districts/house/80"
+    rel: in-district
+    area_weight: 0.0724
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 15297 |
 | Bachelor's or higher | 125836 |
 
+## Districts
+
+- [MO-01](/us/states/mo/districts/01.md) — 100% (congressional)
+- [MO Senate District 5](/us/states/mo/districts/senate/5.md) — 68% (state senate)
+- [MO Senate District 4](/us/states/mo/districts/senate/4.md) — 32% (state senate)
+- [MO House District 76](/us/states/mo/districts/house/76.md) — 29% (state house)
+- [MO House District 84](/us/states/mo/districts/house/84.md) — 14% (state house)
+- [MO House District 79](/us/states/mo/districts/house/79.md) — 11% (state house)
+- [MO House District 82](/us/states/mo/districts/house/82.md) — 11% (state house)
+- [MO House District 81](/us/states/mo/districts/house/81.md) — 10% (state house)
+- [MO House District 77](/us/states/mo/districts/house/77.md) — 10% (state house)
+- [MO House District 78](/us/states/mo/districts/house/78.md) — 8% (state house)
+- [MO House District 80](/us/states/mo/districts/house/80.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/st-louis/index.md b/data/jurisdictions/us/states/mo/counties/st-louis/index.md
index 1a1421dccc..ea07632e93 100644
--- a/data/jurisdictions/us/states/mo/counties/st-louis/index.md
+++ b/data/jurisdictions/us/states/mo/counties/st-louis/index.md
@@ -22,9 +22,114 @@ demographics:
   race_native: 1148
   hispanic: 38412
   bachelors_plus: 470060
+districts:
+  - to: "us/states/mo/districts/02"
+    rel: in-district
+    area_weight: 0.629
+  - to: "us/states/mo/districts/01"
+    rel: in-district
+    area_weight: 0.3653
+  - to: "us/states/mo/districts/senate/15"
+    rel: in-district
+    area_weight: 0.3075
+  - to: "us/states/mo/districts/senate/24"
+    rel: in-district
+    area_weight: 0.2009
+  - to: "us/states/mo/districts/senate/13"
+    rel: in-district
+    area_weight: 0.1589
+  - to: "us/states/mo/districts/senate/14"
+    rel: in-district
+    area_weight: 0.153
+  - to: "us/states/mo/districts/senate/1"
+    rel: in-district
+    area_weight: 0.1142
+  - to: "us/states/mo/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0384
+  - to: "us/states/mo/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0254
+  - to: "us/states/mo/districts/house/88"
+    rel: in-district
+    area_weight: 0.0915
+  - to: "us/states/mo/districts/house/70"
+    rel: in-district
+    area_weight: 0.0655
+  - to: "us/states/mo/districts/house/87"
+    rel: in-district
+    area_weight: 0.0579
+  - to: "us/states/mo/districts/house/67"
+    rel: in-district
+    area_weight: 0.052
+  - to: "us/states/mo/districts/house/66"
+    rel: in-district
+    area_weight: 0.0508
+  - to: "us/states/mo/districts/house/101"
+    rel: in-district
+    area_weight: 0.05
+  - to: "us/states/mo/districts/house/89"
+    rel: in-district
+    area_weight: 0.0491
+  - to: "us/states/mo/districts/house/96"
+    rel: in-district
+    area_weight: 0.0452
+  - to: "us/states/mo/districts/house/73"
+    rel: in-district
+    area_weight: 0.031
+  - to: "us/states/mo/districts/house/71"
+    rel: in-district
+    area_weight: 0.0289
+  - to: "us/states/mo/districts/house/99"
+    rel: in-district
+    area_weight: 0.0275
+  - to: "us/states/mo/districts/house/94"
+    rel: in-district
+    area_weight: 0.025
+  - to: "us/states/mo/districts/house/98"
+    rel: in-district
+    area_weight: 0.0248
+  - to: "us/states/mo/districts/house/74"
+    rel: in-district
+    area_weight: 0.023
+  - to: "us/states/mo/districts/house/90"
+    rel: in-district
+    area_weight: 0.0228
+  - to: "us/states/mo/districts/house/100"
+    rel: in-district
+    area_weight: 0.0211
+  - to: "us/states/mo/districts/house/75"
+    rel: in-district
+    area_weight: 0.0206
+  - to: "us/states/mo/districts/house/92"
+    rel: in-district
+    area_weight: 0.0189
+  - to: "us/states/mo/districts/house/72"
+    rel: in-district
+    area_weight: 0.0187
+  - to: "us/states/mo/districts/house/91"
+    rel: in-district
+    area_weight: 0.0181
+  - to: "us/states/mo/districts/house/93"
+    rel: in-district
+    area_weight: 0.0176
+  - to: "us/states/mo/districts/house/85"
+    rel: in-district
+    area_weight: 0.0175
+  - to: "us/states/mo/districts/house/68"
+    rel: in-district
+    area_weight: 0.0174
+  - to: "us/states/mo/districts/house/83"
+    rel: in-district
+    area_weight: 0.0167
+  - to: "us/states/mo/districts/house/86"
+    rel: in-district
+    area_weight: 0.0118
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +161,44 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 38412 |
 | Bachelor's or higher | 470060 |
 
+## Districts
+
+- [MO-02](/us/states/mo/districts/02.md) — 63% (congressional)
+- [MO-01](/us/states/mo/districts/01.md) — 37% (congressional)
+- [MO Senate District 15](/us/states/mo/districts/senate/15.md) — 31% (state senate)
+- [MO Senate District 24](/us/states/mo/districts/senate/24.md) — 20% (state senate)
+- [MO Senate District 13](/us/states/mo/districts/senate/13.md) — 16% (state senate)
+- [MO Senate District 14](/us/states/mo/districts/senate/14.md) — 15% (state senate)
+- [MO Senate District 1](/us/states/mo/districts/senate/1.md) — 11% (state senate)
+- [MO Senate District 26](/us/states/mo/districts/senate/26.md) — 4% (state senate)
+- [MO Senate District 4](/us/states/mo/districts/senate/4.md) — 3% (state senate)
+- [MO House District 88](/us/states/mo/districts/house/88.md) — 9% (state house)
+- [MO House District 70](/us/states/mo/districts/house/70.md) — 7% (state house)
+- [MO House District 87](/us/states/mo/districts/house/87.md) — 6% (state house)
+- [MO House District 67](/us/states/mo/districts/house/67.md) — 5% (state house)
+- [MO House District 66](/us/states/mo/districts/house/66.md) — 5% (state house)
+- [MO House District 101](/us/states/mo/districts/house/101.md) — 5% (state house)
+- [MO House District 89](/us/states/mo/districts/house/89.md) — 5% (state house)
+- [MO House District 96](/us/states/mo/districts/house/96.md) — 5% (state house)
+- [MO House District 73](/us/states/mo/districts/house/73.md) — 3% (state house)
+- [MO House District 71](/us/states/mo/districts/house/71.md) — 3% (state house)
+- [MO House District 99](/us/states/mo/districts/house/99.md) — 3% (state house)
+- [MO House District 94](/us/states/mo/districts/house/94.md) — 2% (state house)
+- [MO House District 98](/us/states/mo/districts/house/98.md) — 2% (state house)
+- [MO House District 74](/us/states/mo/districts/house/74.md) — 2% (state house)
+- [MO House District 90](/us/states/mo/districts/house/90.md) — 2% (state house)
+- [MO House District 100](/us/states/mo/districts/house/100.md) — 2% (state house)
+- [MO House District 75](/us/states/mo/districts/house/75.md) — 2% (state house)
+- [MO House District 92](/us/states/mo/districts/house/92.md) — 2% (state house)
+- [MO House District 72](/us/states/mo/districts/house/72.md) — 2% (state house)
+- [MO House District 91](/us/states/mo/districts/house/91.md) — 2% (state house)
+- [MO House District 93](/us/states/mo/districts/house/93.md) — 2% (state house)
+- [MO House District 85](/us/states/mo/districts/house/85.md) — 2% (state house)
+- [MO House District 68](/us/states/mo/districts/house/68.md) — 2% (state house)
+- [MO House District 83](/us/states/mo/districts/house/83.md) — 2% (state house)
+- [MO House District 86](/us/states/mo/districts/house/86.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/ste-genevieve/index.md b/data/jurisdictions/us/states/mo/counties/ste-genevieve/index.md
index 46046e31a9..e7af688ddd 100644
--- a/data/jurisdictions/us/states/mo/counties/ste-genevieve/index.md
+++ b/data/jurisdictions/us/states/mo/counties/ste-genevieve/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 279
   bachelors_plus: 2987
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/mo/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/145"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 279 |
 | Bachelor's or higher | 2987 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 3](/us/states/mo/districts/senate/3.md) — 100% (state senate)
+- [MO House District 145](/us/states/mo/districts/house/145.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/stoddard/index.md b/data/jurisdictions/us/states/mo/counties/stoddard/index.md
index 0041d47c51..96a7163531 100644
--- a/data/jurisdictions/us/states/mo/counties/stoddard/index.md
+++ b/data/jurisdictions/us/states/mo/counties/stoddard/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 137
   hispanic: 633
   bachelors_plus: 4506
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/151"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 633 |
 | Bachelor's or higher | 4506 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 25](/us/states/mo/districts/senate/25.md) — 100% (state senate)
+- [MO House District 151](/us/states/mo/districts/house/151.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/stone/index.md b/data/jurisdictions/us/states/mo/counties/stone/index.md
index dc4793cbcc..72f59654d8 100644
--- a/data/jurisdictions/us/states/mo/counties/stone/index.md
+++ b/data/jurisdictions/us/states/mo/counties/stone/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 123
   hispanic: 936
   bachelors_plus: 8188
+districts:
+  - to: "us/states/mo/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/138"
+    rel: in-district
+    area_weight: 0.8369
+  - to: "us/states/mo/districts/house/155"
+    rel: in-district
+    area_weight: 0.163
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 936 |
 | Bachelor's or higher | 8188 |
 
+## Districts
+
+- [MO-07](/us/states/mo/districts/07.md) — 100% (congressional)
+- [MO Senate District 33](/us/states/mo/districts/senate/33.md) — 100% (state senate)
+- [MO House District 138](/us/states/mo/districts/house/138.md) — 84% (state house)
+- [MO House District 155](/us/states/mo/districts/house/155.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/sullivan/index.md b/data/jurisdictions/us/states/mo/counties/sullivan/index.md
index 860f4b8de1..10c7e87455 100644
--- a/data/jurisdictions/us/states/mo/counties/sullivan/index.md
+++ b/data/jurisdictions/us/states/mo/counties/sullivan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 24
   hispanic: 1059
   bachelors_plus: 893
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/3"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1059 |
 | Bachelor's or higher | 893 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 3](/us/states/mo/districts/house/3.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/taney/index.md b/data/jurisdictions/us/states/mo/counties/taney/index.md
index 15931be704..efdd6e75d9 100644
--- a/data/jurisdictions/us/states/mo/counties/taney/index.md
+++ b/data/jurisdictions/us/states/mo/counties/taney/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 147
   hispanic: 4307
   bachelors_plus: 13119
+districts:
+  - to: "us/states/mo/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/155"
+    rel: in-district
+    area_weight: 0.7852
+  - to: "us/states/mo/districts/house/156"
+    rel: in-district
+    area_weight: 0.2146
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4307 |
 | Bachelor's or higher | 13119 |
 
+## Districts
+
+- [MO-07](/us/states/mo/districts/07.md) — 100% (congressional)
+- [MO Senate District 33](/us/states/mo/districts/senate/33.md) — 100% (state senate)
+- [MO House District 155](/us/states/mo/districts/house/155.md) — 79% (state house)
+- [MO House District 156](/us/states/mo/districts/house/156.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/texas/index.md b/data/jurisdictions/us/states/mo/counties/texas/index.md
index df6f690a14..7417d6e70e 100644
--- a/data/jurisdictions/us/states/mo/counties/texas/index.md
+++ b/data/jurisdictions/us/states/mo/counties/texas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 68
   hispanic: 620
   bachelors_plus: 4336
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/143"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 620 |
 | Bachelor's or higher | 4336 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 33](/us/states/mo/districts/senate/33.md) — 100% (state senate)
+- [MO House District 143](/us/states/mo/districts/house/143.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/vernon/index.md b/data/jurisdictions/us/states/mo/counties/vernon/index.md
index 087062cf54..482d335977 100644
--- a/data/jurisdictions/us/states/mo/counties/vernon/index.md
+++ b/data/jurisdictions/us/states/mo/counties/vernon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 24
   hispanic: 533
   bachelors_plus: 3026
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/125"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 533 |
 | Bachelor's or higher | 3026 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 100% (congressional)
+- [MO Senate District 28](/us/states/mo/districts/senate/28.md) — 100% (state senate)
+- [MO House District 125](/us/states/mo/districts/house/125.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/warren/index.md b/data/jurisdictions/us/states/mo/counties/warren/index.md
index 8c7e875e27..d59f316f24 100644
--- a/data/jurisdictions/us/states/mo/counties/warren/index.md
+++ b/data/jurisdictions/us/states/mo/counties/warren/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 168
   hispanic: 1530
   bachelors_plus: 6677
+districts:
+  - to: "us/states/mo/districts/02"
+    rel: in-district
+    area_weight: 0.7635
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.2363
+  - to: "us/states/mo/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/house/42"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1530 |
 | Bachelor's or higher | 6677 |
 
+## Districts
+
+- [MO-02](/us/states/mo/districts/02.md) — 76% (congressional)
+- [MO-03](/us/states/mo/districts/03.md) — 24% (congressional)
+- [MO Senate District 26](/us/states/mo/districts/senate/26.md) — 100% (state senate)
+- [MO House District 42](/us/states/mo/districts/house/42.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/washington/index.md b/data/jurisdictions/us/states/mo/counties/washington/index.md
index c37935c1fd..10bded6560 100644
--- a/data/jurisdictions/us/states/mo/counties/washington/index.md
+++ b/data/jurisdictions/us/states/mo/counties/washington/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 6
   hispanic: 266
   bachelors_plus: 2558
+districts:
+  - to: "us/states/mo/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mo/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/house/144"
+    rel: in-district
+    area_weight: 0.7532
+  - to: "us/states/mo/districts/house/118"
+    rel: in-district
+    area_weight: 0.2466
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 266 |
 | Bachelor's or higher | 2558 |
 
+## Districts
+
+- [MO-03](/us/states/mo/districts/03.md) — 100% (congressional)
+- [MO Senate District 3](/us/states/mo/districts/senate/3.md) — 100% (state senate)
+- [MO House District 144](/us/states/mo/districts/house/144.md) — 75% (state house)
+- [MO House District 118](/us/states/mo/districts/house/118.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/wayne/index.md b/data/jurisdictions/us/states/mo/counties/wayne/index.md
index 88ec144f1f..c88c7e14b9 100644
--- a/data/jurisdictions/us/states/mo/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/mo/counties/wayne/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 159
   bachelors_plus: 1396
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mo/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/153"
+    rel: in-district
+    area_weight: 0.8368
+  - to: "us/states/mo/districts/house/144"
+    rel: in-district
+    area_weight: 0.163
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 159 |
 | Bachelor's or higher | 1396 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 25](/us/states/mo/districts/senate/25.md) — 100% (state senate)
+- [MO House District 153](/us/states/mo/districts/house/153.md) — 84% (state house)
+- [MO House District 144](/us/states/mo/districts/house/144.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/webster/index.md b/data/jurisdictions/us/states/mo/counties/webster/index.md
index 4606f6ff06..39a3c664ac 100644
--- a/data/jurisdictions/us/states/mo/counties/webster/index.md
+++ b/data/jurisdictions/us/states/mo/counties/webster/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 126
   hispanic: 947
   bachelors_plus: 6337
+districts:
+  - to: "us/states/mo/districts/04"
+    rel: in-district
+    area_weight: 0.5806
+  - to: "us/states/mo/districts/07"
+    rel: in-district
+    area_weight: 0.4193
+  - to: "us/states/mo/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/129"
+    rel: in-district
+    area_weight: 0.9833
+  - to: "us/states/mo/districts/house/141"
+    rel: in-district
+    area_weight: 0.0166
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 947 |
 | Bachelor's or higher | 6337 |
 
+## Districts
+
+- [MO-04](/us/states/mo/districts/04.md) — 58% (congressional)
+- [MO-07](/us/states/mo/districts/07.md) — 42% (congressional)
+- [MO Senate District 20](/us/states/mo/districts/senate/20.md) — 100% (state senate)
+- [MO House District 129](/us/states/mo/districts/house/129.md) — 98% (state house)
+- [MO House District 141](/us/states/mo/districts/house/141.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/worth/index.md b/data/jurisdictions/us/states/mo/counties/worth/index.md
index e75cf79955..157905a7d4 100644
--- a/data/jurisdictions/us/states/mo/counties/worth/index.md
+++ b/data/jurisdictions/us/states/mo/counties/worth/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 12
   bachelors_plus: 404
+districts:
+  - to: "us/states/mo/districts/06"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mo/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mo/districts/house/2"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 12 |
 | Bachelor's or higher | 404 |
 
+## Districts
+
+- [MO-06](/us/states/mo/districts/06.md) — 100% (congressional)
+- [MO Senate District 12](/us/states/mo/districts/senate/12.md) — 100% (state senate)
+- [MO House District 2](/us/states/mo/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/counties/wright/index.md b/data/jurisdictions/us/states/mo/counties/wright/index.md
index 6cab08410b..5298096880 100644
--- a/data/jurisdictions/us/states/mo/counties/wright/index.md
+++ b/data/jurisdictions/us/states/mo/counties/wright/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 497
   bachelors_plus: 2755
+districts:
+  - to: "us/states/mo/districts/08"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/mo/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mo/districts/house/141"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mo]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 497 |
 | Bachelor's or higher | 2755 |
 
+## Districts
+
+- [MO-08](/us/states/mo/districts/08.md) — 100% (congressional)
+- [MO Senate District 16](/us/states/mo/districts/senate/16.md) — 100% (state senate)
+- [MO House District 141](/us/states/mo/districts/house/141.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mo/districts/01.md b/data/jurisdictions/us/states/mo/districts/01.md
index d6f02711f2..b2f7038044 100644
--- a/data/jurisdictions/us/states/mo/districts/01.md
+++ b/data/jurisdictions/us/states/mo/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 209107
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mo]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mo/districts/02.md b/data/jurisdictions/us/states/mo/districts/02.md
index 48acb6a610..fcfca58a50 100644
--- a/data/jurisdictions/us/states/mo/districts/02.md
+++ b/data/jurisdictions/us/states/mo/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 279589
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mo]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mo/districts/03.md b/data/jurisdictions/us/states/mo/districts/03.md
index eb4ad2f7f9..ba0993e6ba 100644
--- a/data/jurisdictions/us/states/mo/districts/03.md
+++ b/data/jurisdictions/us/states/mo/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 199976
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mo]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mo/districts/04.md b/data/jurisdictions/us/states/mo/districts/04.md
index 7935b2095d..872200c43c 100644
--- a/data/jurisdictions/us/states/mo/districts/04.md
+++ b/data/jurisdictions/us/states/mo/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 132902
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mo]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mo/districts/05.md b/data/jurisdictions/us/states/mo/districts/05.md
index 94d6d13bd7..c8b1fae1d2 100644
--- a/data/jurisdictions/us/states/mo/districts/05.md
+++ b/data/jurisdictions/us/states/mo/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 192464
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mo]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mo/districts/06.md b/data/jurisdictions/us/states/mo/districts/06.md
index 3922b58e8a..27203c81ac 100644
--- a/data/jurisdictions/us/states/mo/districts/06.md
+++ b/data/jurisdictions/us/states/mo/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 152523
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mo]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mo/districts/07.md b/data/jurisdictions/us/states/mo/districts/07.md
index 72d6ededc0..53d17d83be 100644
--- a/data/jurisdictions/us/states/mo/districts/07.md
+++ b/data/jurisdictions/us/states/mo/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 158195
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mo]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mo/districts/08.md b/data/jurisdictions/us/states/mo/districts/08.md
index ac55a5b00e..2808e562b9 100644
--- a/data/jurisdictions/us/states/mo/districts/08.md
+++ b/data/jurisdictions/us/states/mo/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 115620
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mo]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mo/districts/house/1.md b/data/jurisdictions/us/states/mo/districts/house/1.md
new file mode 100644
index 0000000000..47dee8f497
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 1"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 1
+
+State House district 1 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/10.md b/data/jurisdictions/us/states/mo/districts/house/10.md
new file mode 100644
index 0000000000..0b55a1875b
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 10"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 10
+
+State House district 10 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/100.md b/data/jurisdictions/us/states/mo/districts/house/100.md
new file mode 100644
index 0000000000..b83958a614
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 100"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 100
+
+State House district 100 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/101.md b/data/jurisdictions/us/states/mo/districts/house/101.md
new file mode 100644
index 0000000000..2ede704751
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 101"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 101
+
+State House district 101 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/102.md b/data/jurisdictions/us/states/mo/districts/house/102.md
new file mode 100644
index 0000000000..6e51592425
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 102"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 102
+
+State House district 102 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/103.md b/data/jurisdictions/us/states/mo/districts/house/103.md
new file mode 100644
index 0000000000..aceb4d3c6d
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 103"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 103
+
+State House district 103 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/104.md b/data/jurisdictions/us/states/mo/districts/house/104.md
new file mode 100644
index 0000000000..40c22b0364
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 104"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 104
+
+State House district 104 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/105.md b/data/jurisdictions/us/states/mo/districts/house/105.md
new file mode 100644
index 0000000000..d98bf61adf
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 105"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 105
+
+State House district 105 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/106.md b/data/jurisdictions/us/states/mo/districts/house/106.md
new file mode 100644
index 0000000000..19369a85b4
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 106"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 106
+
+State House district 106 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/107.md b/data/jurisdictions/us/states/mo/districts/house/107.md
new file mode 100644
index 0000000000..017490a721
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 107"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 107
+
+State House district 107 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/108.md b/data/jurisdictions/us/states/mo/districts/house/108.md
new file mode 100644
index 0000000000..06e6eadee9
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 108"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 108
+
+State House district 108 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/109.md b/data/jurisdictions/us/states/mo/districts/house/109.md
new file mode 100644
index 0000000000..cf8b186cc6
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 109"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 109
+
+State House district 109 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/11.md b/data/jurisdictions/us/states/mo/districts/house/11.md
new file mode 100644
index 0000000000..bb54092d92
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 11"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 11
+
+State House district 11 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/111.md b/data/jurisdictions/us/states/mo/districts/house/111.md
new file mode 100644
index 0000000000..122e02cb56
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 111"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 111
+
+State House district 111 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/112.md b/data/jurisdictions/us/states/mo/districts/house/112.md
new file mode 100644
index 0000000000..ca9bb6349b
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 112"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 112
+
+State House district 112 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/113.md b/data/jurisdictions/us/states/mo/districts/house/113.md
new file mode 100644
index 0000000000..8f75ab38a7
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 113"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 113
+
+State House district 113 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/115.md b/data/jurisdictions/us/states/mo/districts/house/115.md
new file mode 100644
index 0000000000..6f21d03fff
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 115"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 115
+
+State House district 115 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/116.md b/data/jurisdictions/us/states/mo/districts/house/116.md
new file mode 100644
index 0000000000..d95e08a82a
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 116"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 116
+
+State House district 116 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/117.md b/data/jurisdictions/us/states/mo/districts/house/117.md
new file mode 100644
index 0000000000..765f212d92
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 117"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 117
+
+State House district 117 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/118.md b/data/jurisdictions/us/states/mo/districts/house/118.md
new file mode 100644
index 0000000000..c422862395
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 118"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 118
+
+State House district 118 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/119.md b/data/jurisdictions/us/states/mo/districts/house/119.md
new file mode 100644
index 0000000000..17b94374f6
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 119"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 119
+
+State House district 119 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/12.md b/data/jurisdictions/us/states/mo/districts/house/12.md
new file mode 100644
index 0000000000..1c1ffd8d78
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 12"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 12
+
+State House district 12 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/120.md b/data/jurisdictions/us/states/mo/districts/house/120.md
new file mode 100644
index 0000000000..3225cca14f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 120"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 120
+
+State House district 120 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/121.md b/data/jurisdictions/us/states/mo/districts/house/121.md
new file mode 100644
index 0000000000..bb60bb99b4
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/121.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 121"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "121"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 121
+
+State House district 121 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/122.md b/data/jurisdictions/us/states/mo/districts/house/122.md
new file mode 100644
index 0000000000..9ee1e2073d
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/122.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 122"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "122"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 122
+
+State House district 122 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/123.md b/data/jurisdictions/us/states/mo/districts/house/123.md
new file mode 100644
index 0000000000..a0cefc9628
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/123.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 123"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "123"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 123
+
+State House district 123 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/124.md b/data/jurisdictions/us/states/mo/districts/house/124.md
new file mode 100644
index 0000000000..8e968d683f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/124.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 124"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "124"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 124
+
+State House district 124 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/125.md b/data/jurisdictions/us/states/mo/districts/house/125.md
new file mode 100644
index 0000000000..a4ed6e5e7c
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/125.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 125"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "125"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 125
+
+State House district 125 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/126.md b/data/jurisdictions/us/states/mo/districts/house/126.md
new file mode 100644
index 0000000000..29aeffa360
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/126.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 126"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "126"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 126
+
+State House district 126 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/127.md b/data/jurisdictions/us/states/mo/districts/house/127.md
new file mode 100644
index 0000000000..99776a3d85
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/127.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 127"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "127"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 127
+
+State House district 127 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/128.md b/data/jurisdictions/us/states/mo/districts/house/128.md
new file mode 100644
index 0000000000..9845f7db4a
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/128.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 128"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "128"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 128
+
+State House district 128 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/129.md b/data/jurisdictions/us/states/mo/districts/house/129.md
new file mode 100644
index 0000000000..a188d72dd4
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/129.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 129"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "129"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 129
+
+State House district 129 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/13.md b/data/jurisdictions/us/states/mo/districts/house/13.md
new file mode 100644
index 0000000000..966dc1ee30
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 13"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 13
+
+State House district 13 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/130.md b/data/jurisdictions/us/states/mo/districts/house/130.md
new file mode 100644
index 0000000000..8abac2d8c6
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/130.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 130"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "130"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 130
+
+State House district 130 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/131.md b/data/jurisdictions/us/states/mo/districts/house/131.md
new file mode 100644
index 0000000000..34637143b9
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/131.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 131"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "131"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 131
+
+State House district 131 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/132.md b/data/jurisdictions/us/states/mo/districts/house/132.md
new file mode 100644
index 0000000000..47ccf2d80f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/132.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 132"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "132"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 132
+
+State House district 132 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/133.md b/data/jurisdictions/us/states/mo/districts/house/133.md
new file mode 100644
index 0000000000..a4cec520d5
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/133.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 133"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "133"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 133
+
+State House district 133 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/134.md b/data/jurisdictions/us/states/mo/districts/house/134.md
new file mode 100644
index 0000000000..1160c1dbd4
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/134.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 134"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "134"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 134
+
+State House district 134 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/135.md b/data/jurisdictions/us/states/mo/districts/house/135.md
new file mode 100644
index 0000000000..166d97c5b6
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/135.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 135"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "135"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 135
+
+State House district 135 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/136.md b/data/jurisdictions/us/states/mo/districts/house/136.md
new file mode 100644
index 0000000000..c2e6023301
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/136.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 136"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "136"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 136
+
+State House district 136 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/137.md b/data/jurisdictions/us/states/mo/districts/house/137.md
new file mode 100644
index 0000000000..b5f2430495
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/137.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 137"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "137"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 137
+
+State House district 137 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/138.md b/data/jurisdictions/us/states/mo/districts/house/138.md
new file mode 100644
index 0000000000..33ebfa7e1d
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/138.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 138"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "138"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 138
+
+State House district 138 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/139.md b/data/jurisdictions/us/states/mo/districts/house/139.md
new file mode 100644
index 0000000000..40848321ef
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/139.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 139"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "139"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 139
+
+State House district 139 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/14.md b/data/jurisdictions/us/states/mo/districts/house/14.md
new file mode 100644
index 0000000000..2c3382e554
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 14"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 14
+
+State House district 14 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/140.md b/data/jurisdictions/us/states/mo/districts/house/140.md
new file mode 100644
index 0000000000..9f591219c5
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/140.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 140"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "140"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 140
+
+State House district 140 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/141.md b/data/jurisdictions/us/states/mo/districts/house/141.md
new file mode 100644
index 0000000000..0b2774628f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/141.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 141"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "141"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 141
+
+State House district 141 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/142.md b/data/jurisdictions/us/states/mo/districts/house/142.md
new file mode 100644
index 0000000000..58a7cfa979
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/142.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 142"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "142"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 142
+
+State House district 142 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/143.md b/data/jurisdictions/us/states/mo/districts/house/143.md
new file mode 100644
index 0000000000..c094a424b7
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/143.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 143"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "143"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 143
+
+State House district 143 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/144.md b/data/jurisdictions/us/states/mo/districts/house/144.md
new file mode 100644
index 0000000000..2d78e5e303
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/144.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 144"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "144"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 144
+
+State House district 144 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/145.md b/data/jurisdictions/us/states/mo/districts/house/145.md
new file mode 100644
index 0000000000..2883eaa041
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/145.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 145"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "145"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 145
+
+State House district 145 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/146.md b/data/jurisdictions/us/states/mo/districts/house/146.md
new file mode 100644
index 0000000000..82a6bd9f24
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/146.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 146"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "146"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 146
+
+State House district 146 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/147.md b/data/jurisdictions/us/states/mo/districts/house/147.md
new file mode 100644
index 0000000000..6ebf14527b
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/147.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 147"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "147"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 147
+
+State House district 147 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/148.md b/data/jurisdictions/us/states/mo/districts/house/148.md
new file mode 100644
index 0000000000..7b9018d826
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/148.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 148"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "148"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 148
+
+State House district 148 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/15.md b/data/jurisdictions/us/states/mo/districts/house/15.md
new file mode 100644
index 0000000000..a333f3c905
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 15"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 15
+
+State House district 15 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/150.md b/data/jurisdictions/us/states/mo/districts/house/150.md
new file mode 100644
index 0000000000..ebf8f1cdec
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/150.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 150"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "150"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 150
+
+State House district 150 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/151.md b/data/jurisdictions/us/states/mo/districts/house/151.md
new file mode 100644
index 0000000000..5e0b35cd9c
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/151.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 151"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "151"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 151
+
+State House district 151 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/152.md b/data/jurisdictions/us/states/mo/districts/house/152.md
new file mode 100644
index 0000000000..fb40461992
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/152.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 152"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "152"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 152
+
+State House district 152 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/153.md b/data/jurisdictions/us/states/mo/districts/house/153.md
new file mode 100644
index 0000000000..7f0bedde87
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/153.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 153"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "153"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 153
+
+State House district 153 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/154.md b/data/jurisdictions/us/states/mo/districts/house/154.md
new file mode 100644
index 0000000000..5fcd48a8ff
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/154.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 154"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "154"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 154
+
+State House district 154 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/155.md b/data/jurisdictions/us/states/mo/districts/house/155.md
new file mode 100644
index 0000000000..cbb5594c6f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/155.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 155"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "155"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 155
+
+State House district 155 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/156.md b/data/jurisdictions/us/states/mo/districts/house/156.md
new file mode 100644
index 0000000000..965b81c6f4
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/156.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 156"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "156"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 156
+
+State House district 156 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/157.md b/data/jurisdictions/us/states/mo/districts/house/157.md
new file mode 100644
index 0000000000..64df10176e
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/157.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 157"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "157"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 157
+
+State House district 157 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/158.md b/data/jurisdictions/us/states/mo/districts/house/158.md
new file mode 100644
index 0000000000..0219c5316c
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/158.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 158"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "158"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 158
+
+State House district 158 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/159.md b/data/jurisdictions/us/states/mo/districts/house/159.md
new file mode 100644
index 0000000000..11d00e9794
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/159.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 159"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "159"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 159
+
+State House district 159 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/16.md b/data/jurisdictions/us/states/mo/districts/house/16.md
new file mode 100644
index 0000000000..191932889d
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 16"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 16
+
+State House district 16 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/161.md b/data/jurisdictions/us/states/mo/districts/house/161.md
new file mode 100644
index 0000000000..4a1fc3cbfe
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/161.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 161"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "161"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 161
+
+State House district 161 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/162.md b/data/jurisdictions/us/states/mo/districts/house/162.md
new file mode 100644
index 0000000000..5afe7e7867
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/162.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 162"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "162"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 162
+
+State House district 162 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/163.md b/data/jurisdictions/us/states/mo/districts/house/163.md
new file mode 100644
index 0000000000..8fce2b45a1
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/163.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 163"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "163"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 163
+
+State House district 163 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/17.md b/data/jurisdictions/us/states/mo/districts/house/17.md
new file mode 100644
index 0000000000..1f481c307f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 17"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 17
+
+State House district 17 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/18.md b/data/jurisdictions/us/states/mo/districts/house/18.md
new file mode 100644
index 0000000000..c7dc54e51e
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 18"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 18
+
+State House district 18 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/19.md b/data/jurisdictions/us/states/mo/districts/house/19.md
new file mode 100644
index 0000000000..d6ad28fa2e
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 19"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 19
+
+State House district 19 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/2.md b/data/jurisdictions/us/states/mo/districts/house/2.md
new file mode 100644
index 0000000000..d132aa993d
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 2"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 2
+
+State House district 2 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/20.md b/data/jurisdictions/us/states/mo/districts/house/20.md
new file mode 100644
index 0000000000..850cbed7c7
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 20"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 20
+
+State House district 20 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/21.md b/data/jurisdictions/us/states/mo/districts/house/21.md
new file mode 100644
index 0000000000..fbac6596e1
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 21"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 21
+
+State House district 21 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/22.md b/data/jurisdictions/us/states/mo/districts/house/22.md
new file mode 100644
index 0000000000..461b2478b3
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 22"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 22
+
+State House district 22 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/23.md b/data/jurisdictions/us/states/mo/districts/house/23.md
new file mode 100644
index 0000000000..5aa86ce335
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 23"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 23
+
+State House district 23 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/24.md b/data/jurisdictions/us/states/mo/districts/house/24.md
new file mode 100644
index 0000000000..eabf82d00e
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 24"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 24
+
+State House district 24 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/25.md b/data/jurisdictions/us/states/mo/districts/house/25.md
new file mode 100644
index 0000000000..2ff4c17264
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 25"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 25
+
+State House district 25 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/26.md b/data/jurisdictions/us/states/mo/districts/house/26.md
new file mode 100644
index 0000000000..4eee629faf
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 26"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 26
+
+State House district 26 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/27.md b/data/jurisdictions/us/states/mo/districts/house/27.md
new file mode 100644
index 0000000000..ff7ad02d3f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 27"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 27
+
+State House district 27 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/28.md b/data/jurisdictions/us/states/mo/districts/house/28.md
new file mode 100644
index 0000000000..0085de8e92
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 28"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 28
+
+State House district 28 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/29.md b/data/jurisdictions/us/states/mo/districts/house/29.md
new file mode 100644
index 0000000000..6538724701
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 29"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 29
+
+State House district 29 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/3.md b/data/jurisdictions/us/states/mo/districts/house/3.md
new file mode 100644
index 0000000000..1f57c0a771
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 3"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 3
+
+State House district 3 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/30.md b/data/jurisdictions/us/states/mo/districts/house/30.md
new file mode 100644
index 0000000000..0462159183
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 30"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 30
+
+State House district 30 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/31.md b/data/jurisdictions/us/states/mo/districts/house/31.md
new file mode 100644
index 0000000000..0bd94dc196
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 31"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 31
+
+State House district 31 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/32.md b/data/jurisdictions/us/states/mo/districts/house/32.md
new file mode 100644
index 0000000000..346b01f753
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 32"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 32
+
+State House district 32 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/33.md b/data/jurisdictions/us/states/mo/districts/house/33.md
new file mode 100644
index 0000000000..c760119628
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 33"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 33
+
+State House district 33 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/34.md b/data/jurisdictions/us/states/mo/districts/house/34.md
new file mode 100644
index 0000000000..2889494d2a
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 34"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 34
+
+State House district 34 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/35.md b/data/jurisdictions/us/states/mo/districts/house/35.md
new file mode 100644
index 0000000000..3d8be2e94e
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 35"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 35
+
+State House district 35 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/36.md b/data/jurisdictions/us/states/mo/districts/house/36.md
new file mode 100644
index 0000000000..0c4308cb27
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 36"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 36
+
+State House district 36 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/37.md b/data/jurisdictions/us/states/mo/districts/house/37.md
new file mode 100644
index 0000000000..eed7d9fb51
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 37"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 37
+
+State House district 37 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/38.md b/data/jurisdictions/us/states/mo/districts/house/38.md
new file mode 100644
index 0000000000..b90599d279
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 38"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 38
+
+State House district 38 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/39.md b/data/jurisdictions/us/states/mo/districts/house/39.md
new file mode 100644
index 0000000000..53b3482e28
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 39"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 39
+
+State House district 39 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/4.md b/data/jurisdictions/us/states/mo/districts/house/4.md
new file mode 100644
index 0000000000..1c997a830c
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 4"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 4
+
+State House district 4 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/40.md b/data/jurisdictions/us/states/mo/districts/house/40.md
new file mode 100644
index 0000000000..6f2f47c8dd
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 40"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 40
+
+State House district 40 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/41.md b/data/jurisdictions/us/states/mo/districts/house/41.md
new file mode 100644
index 0000000000..72ee71ee1a
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 41"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 41
+
+State House district 41 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/42.md b/data/jurisdictions/us/states/mo/districts/house/42.md
new file mode 100644
index 0000000000..467e1a570a
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 42"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 42
+
+State House district 42 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/43.md b/data/jurisdictions/us/states/mo/districts/house/43.md
new file mode 100644
index 0000000000..99ee838cb2
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 43"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 43
+
+State House district 43 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/44.md b/data/jurisdictions/us/states/mo/districts/house/44.md
new file mode 100644
index 0000000000..6b26168c0c
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 44"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 44
+
+State House district 44 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/45.md b/data/jurisdictions/us/states/mo/districts/house/45.md
new file mode 100644
index 0000000000..9f93262207
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 45"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 45
+
+State House district 45 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/46.md b/data/jurisdictions/us/states/mo/districts/house/46.md
new file mode 100644
index 0000000000..82f29bc70f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 46"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 46
+
+State House district 46 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/47.md b/data/jurisdictions/us/states/mo/districts/house/47.md
new file mode 100644
index 0000000000..878ba094e8
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 47"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 47
+
+State House district 47 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/48.md b/data/jurisdictions/us/states/mo/districts/house/48.md
new file mode 100644
index 0000000000..e2d460b270
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 48"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 48
+
+State House district 48 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/49.md b/data/jurisdictions/us/states/mo/districts/house/49.md
new file mode 100644
index 0000000000..6b342f5faf
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 49"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 49
+
+State House district 49 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/5.md b/data/jurisdictions/us/states/mo/districts/house/5.md
new file mode 100644
index 0000000000..321f2ad792
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 5"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 5
+
+State House district 5 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/50.md b/data/jurisdictions/us/states/mo/districts/house/50.md
new file mode 100644
index 0000000000..4575f8f3c9
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 50"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 50
+
+State House district 50 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/51.md b/data/jurisdictions/us/states/mo/districts/house/51.md
new file mode 100644
index 0000000000..5d2e2351cf
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 51"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 51
+
+State House district 51 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/52.md b/data/jurisdictions/us/states/mo/districts/house/52.md
new file mode 100644
index 0000000000..9ee9800528
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 52"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 52
+
+State House district 52 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/53.md b/data/jurisdictions/us/states/mo/districts/house/53.md
new file mode 100644
index 0000000000..e32dd4c8ec
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 53"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 53
+
+State House district 53 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/54.md b/data/jurisdictions/us/states/mo/districts/house/54.md
new file mode 100644
index 0000000000..804ef492a2
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 54"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 54
+
+State House district 54 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/55.md b/data/jurisdictions/us/states/mo/districts/house/55.md
new file mode 100644
index 0000000000..c873a80ea7
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 55"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 55
+
+State House district 55 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/56.md b/data/jurisdictions/us/states/mo/districts/house/56.md
new file mode 100644
index 0000000000..ae469b8453
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 56"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 56
+
+State House district 56 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/57.md b/data/jurisdictions/us/states/mo/districts/house/57.md
new file mode 100644
index 0000000000..69e82693c2
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 57"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 57
+
+State House district 57 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/58.md b/data/jurisdictions/us/states/mo/districts/house/58.md
new file mode 100644
index 0000000000..500fbc4de4
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 58"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 58
+
+State House district 58 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/59.md b/data/jurisdictions/us/states/mo/districts/house/59.md
new file mode 100644
index 0000000000..88089147c9
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 59"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 59
+
+State House district 59 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/6.md b/data/jurisdictions/us/states/mo/districts/house/6.md
new file mode 100644
index 0000000000..93f1487e9b
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 6"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 6
+
+State House district 6 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/60.md b/data/jurisdictions/us/states/mo/districts/house/60.md
new file mode 100644
index 0000000000..48cd8cf3e3
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 60"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 60
+
+State House district 60 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/61.md b/data/jurisdictions/us/states/mo/districts/house/61.md
new file mode 100644
index 0000000000..4534e4de06
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 61"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 61
+
+State House district 61 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/62.md b/data/jurisdictions/us/states/mo/districts/house/62.md
new file mode 100644
index 0000000000..a490f3d0b4
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 62"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 62
+
+State House district 62 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/63.md b/data/jurisdictions/us/states/mo/districts/house/63.md
new file mode 100644
index 0000000000..51adadc302
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 63"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 63
+
+State House district 63 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/64.md b/data/jurisdictions/us/states/mo/districts/house/64.md
new file mode 100644
index 0000000000..fcdea541d8
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 64"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 64
+
+State House district 64 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/65.md b/data/jurisdictions/us/states/mo/districts/house/65.md
new file mode 100644
index 0000000000..f04dbeba6a
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 65"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 65
+
+State House district 65 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/66.md b/data/jurisdictions/us/states/mo/districts/house/66.md
new file mode 100644
index 0000000000..3ef20463a1
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 66"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 66
+
+State House district 66 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/67.md b/data/jurisdictions/us/states/mo/districts/house/67.md
new file mode 100644
index 0000000000..74b05a225f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 67"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 67
+
+State House district 67 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/68.md b/data/jurisdictions/us/states/mo/districts/house/68.md
new file mode 100644
index 0000000000..1e2c26b4c4
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 68"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 68
+
+State House district 68 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/69.md b/data/jurisdictions/us/states/mo/districts/house/69.md
new file mode 100644
index 0000000000..401e6d03c1
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 69"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 69
+
+State House district 69 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/7.md b/data/jurisdictions/us/states/mo/districts/house/7.md
new file mode 100644
index 0000000000..feb51db3a0
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 7"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 7
+
+State House district 7 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/70.md b/data/jurisdictions/us/states/mo/districts/house/70.md
new file mode 100644
index 0000000000..587ae23612
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 70"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 70
+
+State House district 70 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/71.md b/data/jurisdictions/us/states/mo/districts/house/71.md
new file mode 100644
index 0000000000..17c83ab224
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 71"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 71
+
+State House district 71 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/72.md b/data/jurisdictions/us/states/mo/districts/house/72.md
new file mode 100644
index 0000000000..84b7f96b4d
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 72"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 72
+
+State House district 72 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/73.md b/data/jurisdictions/us/states/mo/districts/house/73.md
new file mode 100644
index 0000000000..84831db01c
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 73"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 73
+
+State House district 73 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/74.md b/data/jurisdictions/us/states/mo/districts/house/74.md
new file mode 100644
index 0000000000..6bcbb7f766
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 74"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 74
+
+State House district 74 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/75.md b/data/jurisdictions/us/states/mo/districts/house/75.md
new file mode 100644
index 0000000000..ad5f8ffd98
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 75"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 75
+
+State House district 75 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/76.md b/data/jurisdictions/us/states/mo/districts/house/76.md
new file mode 100644
index 0000000000..f9d3f94dd0
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 76"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 76
+
+State House district 76 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/77.md b/data/jurisdictions/us/states/mo/districts/house/77.md
new file mode 100644
index 0000000000..0ea3fa40ea
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 77"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 77
+
+State House district 77 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/78.md b/data/jurisdictions/us/states/mo/districts/house/78.md
new file mode 100644
index 0000000000..aec2bbe6cd
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 78"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 78
+
+State House district 78 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/79.md b/data/jurisdictions/us/states/mo/districts/house/79.md
new file mode 100644
index 0000000000..688ca1587e
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 79"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 79
+
+State House district 79 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/8.md b/data/jurisdictions/us/states/mo/districts/house/8.md
new file mode 100644
index 0000000000..ee83352707
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 8"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 8
+
+State House district 8 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/80.md b/data/jurisdictions/us/states/mo/districts/house/80.md
new file mode 100644
index 0000000000..bb5408e0f3
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 80"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 80
+
+State House district 80 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/81.md b/data/jurisdictions/us/states/mo/districts/house/81.md
new file mode 100644
index 0000000000..4e4362f37b
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 81"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 81
+
+State House district 81 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/82.md b/data/jurisdictions/us/states/mo/districts/house/82.md
new file mode 100644
index 0000000000..83c306bb1e
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 82"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 82
+
+State House district 82 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/83.md b/data/jurisdictions/us/states/mo/districts/house/83.md
new file mode 100644
index 0000000000..1fcd60dcb7
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 83"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 83
+
+State House district 83 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/84.md b/data/jurisdictions/us/states/mo/districts/house/84.md
new file mode 100644
index 0000000000..17f6473e35
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 84"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 84
+
+State House district 84 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/85.md b/data/jurisdictions/us/states/mo/districts/house/85.md
new file mode 100644
index 0000000000..1aa9030ac2
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 85"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 85
+
+State House district 85 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/86.md b/data/jurisdictions/us/states/mo/districts/house/86.md
new file mode 100644
index 0000000000..5184ff0910
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 86"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 86
+
+State House district 86 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/87.md b/data/jurisdictions/us/states/mo/districts/house/87.md
new file mode 100644
index 0000000000..af5a6fc994
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 87"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 87
+
+State House district 87 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/88.md b/data/jurisdictions/us/states/mo/districts/house/88.md
new file mode 100644
index 0000000000..1c4c292089
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 88"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 88
+
+State House district 88 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/89.md b/data/jurisdictions/us/states/mo/districts/house/89.md
new file mode 100644
index 0000000000..08ddb7bb06
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 89"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 89
+
+State House district 89 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/9.md b/data/jurisdictions/us/states/mo/districts/house/9.md
new file mode 100644
index 0000000000..6c1983653d
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 9"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 9
+
+State House district 9 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/90.md b/data/jurisdictions/us/states/mo/districts/house/90.md
new file mode 100644
index 0000000000..a3c315dc5b
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 90"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 90
+
+State House district 90 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/91.md b/data/jurisdictions/us/states/mo/districts/house/91.md
new file mode 100644
index 0000000000..8f21efee00
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 91"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 91
+
+State House district 91 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/92.md b/data/jurisdictions/us/states/mo/districts/house/92.md
new file mode 100644
index 0000000000..bb234d2dee
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 92"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 92
+
+State House district 92 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/93.md b/data/jurisdictions/us/states/mo/districts/house/93.md
new file mode 100644
index 0000000000..62686d4623
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 93"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 93
+
+State House district 93 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/94.md b/data/jurisdictions/us/states/mo/districts/house/94.md
new file mode 100644
index 0000000000..7601803196
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 94"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 94
+
+State House district 94 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/96.md b/data/jurisdictions/us/states/mo/districts/house/96.md
new file mode 100644
index 0000000000..82753b8600
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 96"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 96
+
+State House district 96 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/97.md b/data/jurisdictions/us/states/mo/districts/house/97.md
new file mode 100644
index 0000000000..7bcaeb2145
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 97"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 97
+
+State House district 97 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/98.md b/data/jurisdictions/us/states/mo/districts/house/98.md
new file mode 100644
index 0000000000..84d6308725
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 98"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 98
+
+State House district 98 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/house/99.md b/data/jurisdictions/us/states/mo/districts/house/99.md
new file mode 100644
index 0000000000..d72d6f59ef
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO House District 99"
+classification: state-house-district
+state: "MO"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO House District 99
+
+State House district 99 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/1.md b/data/jurisdictions/us/states/mo/districts/senate/1.md
new file mode 100644
index 0000000000..9faa9256ef
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 1"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 1
+
+State Senate district 1 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/10.md b/data/jurisdictions/us/states/mo/districts/senate/10.md
new file mode 100644
index 0000000000..399a6bcb22
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 10"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 10
+
+State Senate district 10 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/11.md b/data/jurisdictions/us/states/mo/districts/senate/11.md
new file mode 100644
index 0000000000..43dbe899b0
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 11"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 11
+
+State Senate district 11 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/12.md b/data/jurisdictions/us/states/mo/districts/senate/12.md
new file mode 100644
index 0000000000..6b7cdd6534
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 12"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 12
+
+State Senate district 12 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/13.md b/data/jurisdictions/us/states/mo/districts/senate/13.md
new file mode 100644
index 0000000000..819d39b793
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 13"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 13
+
+State Senate district 13 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/14.md b/data/jurisdictions/us/states/mo/districts/senate/14.md
new file mode 100644
index 0000000000..ba54e57cf1
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 14"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 14
+
+State Senate district 14 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/15.md b/data/jurisdictions/us/states/mo/districts/senate/15.md
new file mode 100644
index 0000000000..11a3943074
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 15"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 15
+
+State Senate district 15 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/16.md b/data/jurisdictions/us/states/mo/districts/senate/16.md
new file mode 100644
index 0000000000..5ecdc37732
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 16"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 16
+
+State Senate district 16 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/17.md b/data/jurisdictions/us/states/mo/districts/senate/17.md
new file mode 100644
index 0000000000..9ffbe7997c
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 17"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 17
+
+State Senate district 17 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/18.md b/data/jurisdictions/us/states/mo/districts/senate/18.md
new file mode 100644
index 0000000000..307e471375
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 18"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 18
+
+State Senate district 18 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/19.md b/data/jurisdictions/us/states/mo/districts/senate/19.md
new file mode 100644
index 0000000000..0a68c782a0
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 19"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 19
+
+State Senate district 19 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/2.md b/data/jurisdictions/us/states/mo/districts/senate/2.md
new file mode 100644
index 0000000000..865555335f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 2"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 2
+
+State Senate district 2 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/20.md b/data/jurisdictions/us/states/mo/districts/senate/20.md
new file mode 100644
index 0000000000..18888a8289
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 20"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 20
+
+State Senate district 20 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/21.md b/data/jurisdictions/us/states/mo/districts/senate/21.md
new file mode 100644
index 0000000000..3246429c0b
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 21"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 21
+
+State Senate district 21 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/22.md b/data/jurisdictions/us/states/mo/districts/senate/22.md
new file mode 100644
index 0000000000..bcf34f9285
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 22"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 22
+
+State Senate district 22 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/23.md b/data/jurisdictions/us/states/mo/districts/senate/23.md
new file mode 100644
index 0000000000..d3d7b34d2b
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 23"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 23
+
+State Senate district 23 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/24.md b/data/jurisdictions/us/states/mo/districts/senate/24.md
new file mode 100644
index 0000000000..f35e767500
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 24"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 24
+
+State Senate district 24 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/25.md b/data/jurisdictions/us/states/mo/districts/senate/25.md
new file mode 100644
index 0000000000..78c478627f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 25"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 25
+
+State Senate district 25 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/26.md b/data/jurisdictions/us/states/mo/districts/senate/26.md
new file mode 100644
index 0000000000..ee5f3454bc
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 26"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 26
+
+State Senate district 26 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/27.md b/data/jurisdictions/us/states/mo/districts/senate/27.md
new file mode 100644
index 0000000000..f78a15790e
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 27"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 27
+
+State Senate district 27 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/28.md b/data/jurisdictions/us/states/mo/districts/senate/28.md
new file mode 100644
index 0000000000..2f6d220a55
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 28"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 28
+
+State Senate district 28 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/29.md b/data/jurisdictions/us/states/mo/districts/senate/29.md
new file mode 100644
index 0000000000..99b780a449
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 29"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 29
+
+State Senate district 29 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/3.md b/data/jurisdictions/us/states/mo/districts/senate/3.md
new file mode 100644
index 0000000000..87cda7357f
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 3"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 3
+
+State Senate district 3 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/30.md b/data/jurisdictions/us/states/mo/districts/senate/30.md
new file mode 100644
index 0000000000..c0441c8440
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 30"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 30
+
+State Senate district 30 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/31.md b/data/jurisdictions/us/states/mo/districts/senate/31.md
new file mode 100644
index 0000000000..0202f952af
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 31"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 31
+
+State Senate district 31 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/32.md b/data/jurisdictions/us/states/mo/districts/senate/32.md
new file mode 100644
index 0000000000..d21a30a410
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 32"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 32
+
+State Senate district 32 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/33.md b/data/jurisdictions/us/states/mo/districts/senate/33.md
new file mode 100644
index 0000000000..f78ac4f39e
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 33"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 33
+
+State Senate district 33 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/34.md b/data/jurisdictions/us/states/mo/districts/senate/34.md
new file mode 100644
index 0000000000..786b0e2092
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 34"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 34
+
+State Senate district 34 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/4.md b/data/jurisdictions/us/states/mo/districts/senate/4.md
new file mode 100644
index 0000000000..24f6d3a46c
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 4"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 4
+
+State Senate district 4 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/5.md b/data/jurisdictions/us/states/mo/districts/senate/5.md
new file mode 100644
index 0000000000..72e6782ff8
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 5"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 5
+
+State Senate district 5 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/6.md b/data/jurisdictions/us/states/mo/districts/senate/6.md
new file mode 100644
index 0000000000..ee6b415943
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 6"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 6
+
+State Senate district 6 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/7.md b/data/jurisdictions/us/states/mo/districts/senate/7.md
new file mode 100644
index 0000000000..6880a3b127
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 7"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 7
+
+State Senate district 7 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/8.md b/data/jurisdictions/us/states/mo/districts/senate/8.md
new file mode 100644
index 0000000000..9381d889a8
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 8"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 8
+
+State Senate district 8 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/districts/senate/9.md b/data/jurisdictions/us/states/mo/districts/senate/9.md
new file mode 100644
index 0000000000..808631344b
--- /dev/null
+++ b/data/jurisdictions/us/states/mo/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MO Senate District 9"
+classification: state-senate-district
+state: "MO"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mo]
+timestamp: "2026-07-03"
+---
+
+# MO Senate District 9
+
+State Senate district 9 (MO).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mo/people/aaron-crossley.md b/data/jurisdictions/us/states/mo/people/aaron-crossley.md
index c2335e11b0..75ff736cc2 100644
--- a/data/jurisdictions/us/states/mo/people/aaron-crossley.md
+++ b/data/jurisdictions/us/states/mo/people/aaron-crossley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 29"
+represents: "us/states/mo/districts/house/29"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 29 (MO State House of Representatives District 29).
 
+Represents [MO State House of Representatives District 29](/us/states/mo/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/adam-schnelting.md b/data/jurisdictions/us/states/mo/people/adam-schnelting.md
index ac6fd6d1b9..4545191f98 100644
--- a/data/jurisdictions/us/states/mo/people/adam-schnelting.md
+++ b/data/jurisdictions/us/states/mo/people/adam-schnelting.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 23"
+represents: "us/states/mo/districts/senate/23"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 23 (MO State Senate District 23).
 
+Represents [MO State Senate District 23](/us/states/mo/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/adrian-plank.md b/data/jurisdictions/us/states/mo/people/adrian-plank.md
index 9ba0868bad..694eb271ef 100644
--- a/data/jurisdictions/us/states/mo/people/adrian-plank.md
+++ b/data/jurisdictions/us/states/mo/people/adrian-plank.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 47"
+represents: "us/states/mo/districts/house/47"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 47 (MO State House of Representatives District 47).
 
+Represents [MO State House of Representatives District 47](/us/states/mo/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/alex-riley.md b/data/jurisdictions/us/states/mo/people/alex-riley.md
index dd6b91af5e..3dfad056f4 100644
--- a/data/jurisdictions/us/states/mo/people/alex-riley.md
+++ b/data/jurisdictions/us/states/mo/people/alex-riley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 134"
+represents: "us/states/mo/districts/house/134"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 134 (MO State House of Representatives District 134).
 
+Represents [MO State House of Representatives District 134](/us/states/mo/districts/house/134.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/angela-mosley.md b/data/jurisdictions/us/states/mo/people/angela-mosley.md
index f00a13a9bc..25a4480852 100644
--- a/data/jurisdictions/us/states/mo/people/angela-mosley.md
+++ b/data/jurisdictions/us/states/mo/people/angela-mosley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 13"
+represents: "us/states/mo/districts/senate/13"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 13 (MO State Senate District 13).
 
+Represents [MO State Senate District 13](/us/states/mo/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/ann-kelley.md b/data/jurisdictions/us/states/mo/people/ann-kelley.md
index 7f8b575890..eecb1f8427 100644
--- a/data/jurisdictions/us/states/mo/people/ann-kelley.md
+++ b/data/jurisdictions/us/states/mo/people/ann-kelley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 127"
+represents: "us/states/mo/districts/house/127"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 127 (MO State House of Representatives District 127).
 
+Represents [MO State House of Representatives District 127](/us/states/mo/districts/house/127.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/anthony-ealy.md b/data/jurisdictions/us/states/mo/people/anthony-ealy.md
index a6960ce4b9..1c681812ab 100644
--- a/data/jurisdictions/us/states/mo/people/anthony-ealy.md
+++ b/data/jurisdictions/us/states/mo/people/anthony-ealy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 36"
+represents: "us/states/mo/districts/house/36"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 36 (MO State House of Representatives District 36).
 
+Represents [MO State House of Representatives District 36](/us/states/mo/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/ashley-aune.md b/data/jurisdictions/us/states/mo/people/ashley-aune.md
index 5e19259f93..d5ed9e6e31 100644
--- a/data/jurisdictions/us/states/mo/people/ashley-aune.md
+++ b/data/jurisdictions/us/states/mo/people/ashley-aune.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 14"
+represents: "us/states/mo/districts/house/14"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 14 (MO State House of Representatives District 14).
 
+Represents [MO State House of Representatives District 14](/us/states/mo/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/barbara-washington.md b/data/jurisdictions/us/states/mo/people/barbara-washington.md
index eec17c9c88..d7dac3d6c8 100644
--- a/data/jurisdictions/us/states/mo/people/barbara-washington.md
+++ b/data/jurisdictions/us/states/mo/people/barbara-washington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 9"
+represents: "us/states/mo/districts/senate/9"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 9 (MO State Senate District 9).
 
+Represents [MO State Senate District 9](/us/states/mo/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/barry-hovis.md b/data/jurisdictions/us/states/mo/people/barry-hovis.md
index 00566c553d..e105a08a11 100644
--- a/data/jurisdictions/us/states/mo/people/barry-hovis.md
+++ b/data/jurisdictions/us/states/mo/people/barry-hovis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 146"
+represents: "us/states/mo/districts/house/146"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 146 (MO State House of Representatives District 146).
 
+Represents [MO State House of Representatives District 146](/us/states/mo/districts/house/146.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/becky-laubinger.md b/data/jurisdictions/us/states/mo/people/becky-laubinger.md
index 6f1d96c7ac..8dfa2e4af0 100644
--- a/data/jurisdictions/us/states/mo/people/becky-laubinger.md
+++ b/data/jurisdictions/us/states/mo/people/becky-laubinger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 117"
+represents: "us/states/mo/districts/house/117"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 117 (MO State House of Representatives District 117).
 
+Represents [MO State House of Representatives District 117](/us/states/mo/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/ben-brown.md b/data/jurisdictions/us/states/mo/people/ben-brown.md
index 4054b10430..ef8f45c04c 100644
--- a/data/jurisdictions/us/states/mo/people/ben-brown.md
+++ b/data/jurisdictions/us/states/mo/people/ben-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 26"
+represents: "us/states/mo/districts/senate/26"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 26 (MO State Senate District 26).
 
+Represents [MO State Senate District 26](/us/states/mo/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/ben-keathley.md b/data/jurisdictions/us/states/mo/people/ben-keathley.md
index 17beeb69d4..70736e95cb 100644
--- a/data/jurisdictions/us/states/mo/people/ben-keathley.md
+++ b/data/jurisdictions/us/states/mo/people/ben-keathley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 101"
+represents: "us/states/mo/districts/house/101"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 101 (MO State House of Representatives District 101).
 
+Represents [MO State House of Representatives District 101](/us/states/mo/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bennie-cook.md b/data/jurisdictions/us/states/mo/people/bennie-cook.md
index 9b273a5351..c463f5cb21 100644
--- a/data/jurisdictions/us/states/mo/people/bennie-cook.md
+++ b/data/jurisdictions/us/states/mo/people/bennie-cook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 143"
+represents: "us/states/mo/districts/house/143"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 143 (MO State House of Representatives District 143).
 
+Represents [MO State House of Representatives District 143](/us/states/mo/districts/house/143.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/betsy-fogle.md b/data/jurisdictions/us/states/mo/people/betsy-fogle.md
index 073d50ae1f..82880656f4 100644
--- a/data/jurisdictions/us/states/mo/people/betsy-fogle.md
+++ b/data/jurisdictions/us/states/mo/people/betsy-fogle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 135"
+represents: "us/states/mo/districts/house/135"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 135 (MO State House of Representatives District 135).
 
+Represents [MO State House of Representatives District 135](/us/states/mo/districts/house/135.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bill-allen.md b/data/jurisdictions/us/states/mo/people/bill-allen.md
index c6581972cc..e9df5f0a02 100644
--- a/data/jurisdictions/us/states/mo/people/bill-allen.md
+++ b/data/jurisdictions/us/states/mo/people/bill-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 17"
+represents: "us/states/mo/districts/house/17"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 17 (MO State House of Representatives District 17).
 
+Represents [MO State House of Representatives District 17](/us/states/mo/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bill-falkner.md b/data/jurisdictions/us/states/mo/people/bill-falkner.md
index a07f3c51c2..536e1e6d37 100644
--- a/data/jurisdictions/us/states/mo/people/bill-falkner.md
+++ b/data/jurisdictions/us/states/mo/people/bill-falkner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 10"
+represents: "us/states/mo/districts/house/10"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 10 (MO State House of Representatives District 10).
 
+Represents [MO State House of Representatives District 10](/us/states/mo/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bill-hardwick.md b/data/jurisdictions/us/states/mo/people/bill-hardwick.md
index 3116ddb0f7..8620c04699 100644
--- a/data/jurisdictions/us/states/mo/people/bill-hardwick.md
+++ b/data/jurisdictions/us/states/mo/people/bill-hardwick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 121"
+represents: "us/states/mo/districts/house/121"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 121 (MO State House of Representatives District 121).
 
+Represents [MO State House of Representatives District 121](/us/states/mo/districts/house/121.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bill-irwin.md b/data/jurisdictions/us/states/mo/people/bill-irwin.md
index d364f0862d..e8a55fce44 100644
--- a/data/jurisdictions/us/states/mo/people/bill-irwin.md
+++ b/data/jurisdictions/us/states/mo/people/bill-irwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 55"
+represents: "us/states/mo/districts/house/55"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 55 (MO State House of Representatives District 55).
 
+Represents [MO State House of Representatives District 55](/us/states/mo/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bill-lucas.md b/data/jurisdictions/us/states/mo/people/bill-lucas.md
index af15b6f7cd..07130718a6 100644
--- a/data/jurisdictions/us/states/mo/people/bill-lucas.md
+++ b/data/jurisdictions/us/states/mo/people/bill-lucas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 115"
+represents: "us/states/mo/districts/house/115"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 115 (MO State House of Representatives District 115).
 
+Represents [MO State House of Representatives District 115](/us/states/mo/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bill-owen.md b/data/jurisdictions/us/states/mo/people/bill-owen.md
index 02e0ef7318..1ee2fb8162 100644
--- a/data/jurisdictions/us/states/mo/people/bill-owen.md
+++ b/data/jurisdictions/us/states/mo/people/bill-owen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 131"
+represents: "us/states/mo/districts/house/131"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 131 (MO State House of Representatives District 131).
 
+Represents [MO State House of Representatives District 131](/us/states/mo/districts/house/131.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bishop-davidson.md b/data/jurisdictions/us/states/mo/people/bishop-davidson.md
index 87229962cc..eaa79fa290 100644
--- a/data/jurisdictions/us/states/mo/people/bishop-davidson.md
+++ b/data/jurisdictions/us/states/mo/people/bishop-davidson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 130"
+represents: "us/states/mo/districts/house/130"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 130 (MO State House of Representatives District 130).
 
+Represents [MO State House of Representatives District 130](/us/states/mo/districts/house/130.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bob-bromley.md b/data/jurisdictions/us/states/mo/people/bob-bromley.md
index 3f0809e716..c1345f8d7f 100644
--- a/data/jurisdictions/us/states/mo/people/bob-bromley.md
+++ b/data/jurisdictions/us/states/mo/people/bob-bromley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 162"
+represents: "us/states/mo/districts/house/162"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 162 (MO State House of Representatives District 162).
 
+Represents [MO State House of Representatives District 162](/us/states/mo/districts/house/162.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bob-titus.md b/data/jurisdictions/us/states/mo/people/bob-titus.md
index 0b2c2cd84a..1f3a13f164 100644
--- a/data/jurisdictions/us/states/mo/people/bob-titus.md
+++ b/data/jurisdictions/us/states/mo/people/bob-titus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 139"
+represents: "us/states/mo/districts/house/139"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 139 (MO State House of Representatives District 139).
 
+Represents [MO State House of Representatives District 139](/us/states/mo/districts/house/139.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/brad-banderman.md b/data/jurisdictions/us/states/mo/people/brad-banderman.md
index 60fcb57583..2fbc385119 100644
--- a/data/jurisdictions/us/states/mo/people/brad-banderman.md
+++ b/data/jurisdictions/us/states/mo/people/brad-banderman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 119"
+represents: "us/states/mo/districts/house/119"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 119 (MO State House of Representatives District 119).
 
+Represents [MO State House of Representatives District 119](/us/states/mo/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/brad-christ.md b/data/jurisdictions/us/states/mo/people/brad-christ.md
index ac450373da..62f2e7905b 100644
--- a/data/jurisdictions/us/states/mo/people/brad-christ.md
+++ b/data/jurisdictions/us/states/mo/people/brad-christ.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 96"
+represents: "us/states/mo/districts/house/96"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 96 (MO State House of Representatives District 96).
 
+Represents [MO State House of Representatives District 96](/us/states/mo/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/brad-hudson.md b/data/jurisdictions/us/states/mo/people/brad-hudson.md
index 16d0e09a58..e726d0c899 100644
--- a/data/jurisdictions/us/states/mo/people/brad-hudson.md
+++ b/data/jurisdictions/us/states/mo/people/brad-hudson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 33"
+represents: "us/states/mo/districts/senate/33"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 33 (MO State Senate District 33).
 
+Represents [MO State Senate District 33](/us/states/mo/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/brad-pollitt.md b/data/jurisdictions/us/states/mo/people/brad-pollitt.md
index 5029a6d7ce..49925de5d4 100644
--- a/data/jurisdictions/us/states/mo/people/brad-pollitt.md
+++ b/data/jurisdictions/us/states/mo/people/brad-pollitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 52"
+represents: "us/states/mo/districts/house/52"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 52 (MO State House of Representatives District 52).
 
+Represents [MO State House of Representatives District 52](/us/states/mo/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/brandon-phelps.md b/data/jurisdictions/us/states/mo/people/brandon-phelps.md
index 94be00801e..143bd710de 100644
--- a/data/jurisdictions/us/states/mo/people/brandon-phelps.md
+++ b/data/jurisdictions/us/states/mo/people/brandon-phelps.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 54"
+represents: "us/states/mo/districts/house/54"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 54 (MO State House of Representatives District 54).
 
+Represents [MO State House of Representatives District 54](/us/states/mo/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/brenda-shields.md b/data/jurisdictions/us/states/mo/people/brenda-shields.md
index 468de6f6aa..0130d11976 100644
--- a/data/jurisdictions/us/states/mo/people/brenda-shields.md
+++ b/data/jurisdictions/us/states/mo/people/brenda-shields.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 11"
+represents: "us/states/mo/districts/house/11"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 11 (MO State House of Representatives District 11).
 
+Represents [MO State House of Representatives District 11](/us/states/mo/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/brian-seitz.md b/data/jurisdictions/us/states/mo/people/brian-seitz.md
index 710cbcfcb7..a1578559a6 100644
--- a/data/jurisdictions/us/states/mo/people/brian-seitz.md
+++ b/data/jurisdictions/us/states/mo/people/brian-seitz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 156"
+represents: "us/states/mo/districts/house/156"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 156 (MO State House of Representatives District 156).
 
+Represents [MO State House of Representatives District 156](/us/states/mo/districts/house/156.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/brian-williams.md b/data/jurisdictions/us/states/mo/people/brian-williams.md
index a9c2596e79..295392e606 100644
--- a/data/jurisdictions/us/states/mo/people/brian-williams.md
+++ b/data/jurisdictions/us/states/mo/people/brian-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 14"
+represents: "us/states/mo/districts/senate/14"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 14 (MO State Senate District 14).
 
+Represents [MO State Senate District 14](/us/states/mo/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bridget-moore.md b/data/jurisdictions/us/states/mo/people/bridget-moore.md
index 630086ff00..2bc437db49 100644
--- a/data/jurisdictions/us/states/mo/people/bridget-moore.md
+++ b/data/jurisdictions/us/states/mo/people/bridget-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 93"
+represents: "us/states/mo/districts/house/93"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 93 (MO State House of Representatives District 93).
 
+Represents [MO State House of Representatives District 93](/us/states/mo/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bruce-sassmann.md b/data/jurisdictions/us/states/mo/people/bruce-sassmann.md
index de2f7beba1..10a14c44e6 100644
--- a/data/jurisdictions/us/states/mo/people/bruce-sassmann.md
+++ b/data/jurisdictions/us/states/mo/people/bruce-sassmann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 61"
+represents: "us/states/mo/districts/house/61"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 61 (MO State House of Representatives District 61).
 
+Represents [MO State House of Representatives District 61](/us/states/mo/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/bryant-wolfin.md b/data/jurisdictions/us/states/mo/people/bryant-wolfin.md
index 09c1f4c6b7..a441019ab5 100644
--- a/data/jurisdictions/us/states/mo/people/bryant-wolfin.md
+++ b/data/jurisdictions/us/states/mo/people/bryant-wolfin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 145"
+represents: "us/states/mo/districts/house/145"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 145 (MO State House of Representatives District 145).
 
+Represents [MO State House of Representatives District 145](/us/states/mo/districts/house/145.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/burt-whaley.md b/data/jurisdictions/us/states/mo/people/burt-whaley.md
index 75b8cca30a..44444de1e1 100644
--- a/data/jurisdictions/us/states/mo/people/burt-whaley.md
+++ b/data/jurisdictions/us/states/mo/people/burt-whaley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 138"
+represents: "us/states/mo/districts/house/138"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 138 (MO State House of Representatives District 138).
 
+Represents [MO State House of Representatives District 138](/us/states/mo/districts/house/138.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/cameron-parker.md b/data/jurisdictions/us/states/mo/people/cameron-parker.md
index 5720a75ad2..f6441570e8 100644
--- a/data/jurisdictions/us/states/mo/people/cameron-parker.md
+++ b/data/jurisdictions/us/states/mo/people/cameron-parker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 150"
+represents: "us/states/mo/districts/house/150"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 150 (MO State House of Representatives District 150).
 
+Represents [MO State House of Representatives District 150](/us/states/mo/districts/house/150.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/carolyn-caton.md b/data/jurisdictions/us/states/mo/people/carolyn-caton.md
index d8ed8c0d39..dc186baf73 100644
--- a/data/jurisdictions/us/states/mo/people/carolyn-caton.md
+++ b/data/jurisdictions/us/states/mo/people/carolyn-caton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 33"
+represents: "us/states/mo/districts/house/33"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 33 (MO State House of Representatives District 33).
 
+Represents [MO State House of Representatives District 33](/us/states/mo/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/cathy-loy.md b/data/jurisdictions/us/states/mo/people/cathy-loy.md
index aa495d3795..f8f0a45b73 100644
--- a/data/jurisdictions/us/states/mo/people/cathy-loy.md
+++ b/data/jurisdictions/us/states/mo/people/cathy-loy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 163"
+represents: "us/states/mo/districts/house/163"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 163 (MO State House of Representatives District 163).
 
+Represents [MO State House of Representatives District 163](/us/states/mo/districts/house/163.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/cecelie-williams.md b/data/jurisdictions/us/states/mo/people/cecelie-williams.md
index 3c595fc114..6405051cf7 100644
--- a/data/jurisdictions/us/states/mo/people/cecelie-williams.md
+++ b/data/jurisdictions/us/states/mo/people/cecelie-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 111"
+represents: "us/states/mo/districts/house/111"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 111 (MO State House of Representatives District 111).
 
+Represents [MO State House of Representatives District 111](/us/states/mo/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/chad-perkins.md b/data/jurisdictions/us/states/mo/people/chad-perkins.md
index 47866fc0ce..7eef1d8697 100644
--- a/data/jurisdictions/us/states/mo/people/chad-perkins.md
+++ b/data/jurisdictions/us/states/mo/people/chad-perkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 40"
+represents: "us/states/mo/districts/house/40"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 40 (MO State House of Representatives District 40).
 
+Represents [MO State House of Representatives District 40](/us/states/mo/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/chanel-mosley.md b/data/jurisdictions/us/states/mo/people/chanel-mosley.md
index 20b6517b61..cd520979bc 100644
--- a/data/jurisdictions/us/states/mo/people/chanel-mosley.md
+++ b/data/jurisdictions/us/states/mo/people/chanel-mosley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 75"
+represents: "us/states/mo/districts/house/75"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 75 (MO State House of Representatives District 75).
 
+Represents [MO State House of Representatives District 75](/us/states/mo/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/chris-brown.md b/data/jurisdictions/us/states/mo/people/chris-brown.md
index da8878396e..78fccbac54 100644
--- a/data/jurisdictions/us/states/mo/people/chris-brown.md
+++ b/data/jurisdictions/us/states/mo/people/chris-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 16"
+represents: "us/states/mo/districts/house/16"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 16 (MO State House of Representatives District 16).
 
+Represents [MO State House of Representatives District 16](/us/states/mo/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/chris-warwick.md b/data/jurisdictions/us/states/mo/people/chris-warwick.md
index 9c6a24a78d..eeeabe49a6 100644
--- a/data/jurisdictions/us/states/mo/people/chris-warwick.md
+++ b/data/jurisdictions/us/states/mo/people/chris-warwick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 128"
+represents: "us/states/mo/districts/house/128"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 128 (MO State House of Representatives District 128).
 
+Represents [MO State House of Representatives District 128](/us/states/mo/districts/house/128.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/cindy-o-laughlin.md b/data/jurisdictions/us/states/mo/people/cindy-o-laughlin.md
index ac0de75e01..c469c1abdf 100644
--- a/data/jurisdictions/us/states/mo/people/cindy-o-laughlin.md
+++ b/data/jurisdictions/us/states/mo/people/cindy-o-laughlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 18"
+represents: "us/states/mo/districts/senate/18"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 18 (MO State Senate District 18).
 
+Represents [MO State Senate District 18](/us/states/mo/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/colin-wellenkamp.md b/data/jurisdictions/us/states/mo/people/colin-wellenkamp.md
index 5c712396e9..0aaed77d38 100644
--- a/data/jurisdictions/us/states/mo/people/colin-wellenkamp.md
+++ b/data/jurisdictions/us/states/mo/people/colin-wellenkamp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 105"
+represents: "us/states/mo/districts/house/105"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 105 (MO State House of Representatives District 105).
 
+Represents [MO State House of Representatives District 105](/us/states/mo/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/connie-steinmetz.md b/data/jurisdictions/us/states/mo/people/connie-steinmetz.md
index a46fcee886..43a5d1ed66 100644
--- a/data/jurisdictions/us/states/mo/people/connie-steinmetz.md
+++ b/data/jurisdictions/us/states/mo/people/connie-steinmetz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 87"
+represents: "us/states/mo/districts/house/87"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 87 (MO State House of Representatives District 87).
 
+Represents [MO State House of Representatives District 87](/us/states/mo/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/curtis-trent.md b/data/jurisdictions/us/states/mo/people/curtis-trent.md
index 2e8096fb3b..6a97c13534 100644
--- a/data/jurisdictions/us/states/mo/people/curtis-trent.md
+++ b/data/jurisdictions/us/states/mo/people/curtis-trent.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 20"
+represents: "us/states/mo/districts/senate/20"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 20 (MO State Senate District 20).
 
+Represents [MO State Senate District 20](/us/states/mo/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/dale-wright.md b/data/jurisdictions/us/states/mo/people/dale-wright.md
index dc1e047ffd..ef738d0bc0 100644
--- a/data/jurisdictions/us/states/mo/people/dale-wright.md
+++ b/data/jurisdictions/us/states/mo/people/dale-wright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 116"
+represents: "us/states/mo/districts/house/116"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 116 (MO State House of Representatives District 116).
 
+Represents [MO State House of Representatives District 116](/us/states/mo/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/dane-diehl.md b/data/jurisdictions/us/states/mo/people/dane-diehl.md
index 4d22fc7fa7..919590eaab 100644
--- a/data/jurisdictions/us/states/mo/people/dane-diehl.md
+++ b/data/jurisdictions/us/states/mo/people/dane-diehl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 125"
+represents: "us/states/mo/districts/house/125"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 125 (MO State House of Representatives District 125).
 
+Represents [MO State House of Representatives District 125](/us/states/mo/districts/house/125.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/danny-busick.md b/data/jurisdictions/us/states/mo/people/danny-busick.md
index 43aca84d2e..754e2bd446 100644
--- a/data/jurisdictions/us/states/mo/people/danny-busick.md
+++ b/data/jurisdictions/us/states/mo/people/danny-busick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 3"
+represents: "us/states/mo/districts/house/3"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 3 (MO State House of Representatives District 3).
 
+Represents [MO State House of Representatives District 3](/us/states/mo/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/darin-chappell.md b/data/jurisdictions/us/states/mo/people/darin-chappell.md
index b633cf8c3f..577d01f988 100644
--- a/data/jurisdictions/us/states/mo/people/darin-chappell.md
+++ b/data/jurisdictions/us/states/mo/people/darin-chappell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 137"
+represents: "us/states/mo/districts/house/137"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 137 (MO State House of Representatives District 137).
 
+Represents [MO State House of Representatives District 137](/us/states/mo/districts/house/137.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/dave-griffith.md b/data/jurisdictions/us/states/mo/people/dave-griffith.md
index efde53cd89..cc6746c2bd 100644
--- a/data/jurisdictions/us/states/mo/people/dave-griffith.md
+++ b/data/jurisdictions/us/states/mo/people/dave-griffith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 60"
+represents: "us/states/mo/districts/house/60"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 60 (MO State House of Representatives District 60).
 
+Represents [MO State House of Representatives District 60](/us/states/mo/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/dave-hinman.md b/data/jurisdictions/us/states/mo/people/dave-hinman.md
index 62bd038e96..0d389557c3 100644
--- a/data/jurisdictions/us/states/mo/people/dave-hinman.md
+++ b/data/jurisdictions/us/states/mo/people/dave-hinman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 103"
+represents: "us/states/mo/districts/house/103"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 103 (MO State House of Representatives District 103).
 
+Represents [MO State House of Representatives District 103](/us/states/mo/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/david-casteel.md b/data/jurisdictions/us/states/mo/people/david-casteel.md
index c22df6d4f6..d6c2996c36 100644
--- a/data/jurisdictions/us/states/mo/people/david-casteel.md
+++ b/data/jurisdictions/us/states/mo/people/david-casteel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 97"
+represents: "us/states/mo/districts/house/97"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 97 (MO State House of Representatives District 97).
 
+Represents [MO State House of Representatives District 97](/us/states/mo/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/david-dolan.md b/data/jurisdictions/us/states/mo/people/david-dolan.md
index 7d09dd7644..10c70cb388 100644
--- a/data/jurisdictions/us/states/mo/people/david-dolan.md
+++ b/data/jurisdictions/us/states/mo/people/david-dolan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 148"
+represents: "us/states/mo/districts/house/148"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 148 (MO State House of Representatives District 148).
 
+Represents [MO State House of Representatives District 148](/us/states/mo/districts/house/148.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/david-gregory.md b/data/jurisdictions/us/states/mo/people/david-gregory.md
index 20d7945815..9b6aba3de1 100644
--- a/data/jurisdictions/us/states/mo/people/david-gregory.md
+++ b/data/jurisdictions/us/states/mo/people/david-gregory.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 15"
+represents: "us/states/mo/districts/senate/15"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 15 (MO State Senate District 15).
 
+Represents [MO State Senate District 15](/us/states/mo/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/david-smith.md b/data/jurisdictions/us/states/mo/people/david-smith.md
index 8c5c4ec667..e7f4d0d0e1 100644
--- a/data/jurisdictions/us/states/mo/people/david-smith.md
+++ b/data/jurisdictions/us/states/mo/people/david-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 46"
+represents: "us/states/mo/districts/house/46"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 46 (MO State House of Representatives District 46).
 
+Represents [MO State House of Representatives District 46](/us/states/mo/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/dean-vanschoiack.md b/data/jurisdictions/us/states/mo/people/dean-vanschoiack.md
index cfe286fa1f..c57db076be 100644
--- a/data/jurisdictions/us/states/mo/people/dean-vanschoiack.md
+++ b/data/jurisdictions/us/states/mo/people/dean-vanschoiack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 9"
+represents: "us/states/mo/districts/house/9"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 9 (MO State House of Representatives District 9).
 
+Represents [MO State House of Representatives District 9](/us/states/mo/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/deanna-self.md b/data/jurisdictions/us/states/mo/people/deanna-self.md
index 5a21425a54..59d71ce847 100644
--- a/data/jurisdictions/us/states/mo/people/deanna-self.md
+++ b/data/jurisdictions/us/states/mo/people/deanna-self.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 64"
+represents: "us/states/mo/districts/house/64"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 64 (MO State House of Representatives District 64).
 
+Represents [MO State House of Representatives District 64](/us/states/mo/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/del-taylor.md b/data/jurisdictions/us/states/mo/people/del-taylor.md
index 81d1d875db..886aab2358 100644
--- a/data/jurisdictions/us/states/mo/people/del-taylor.md
+++ b/data/jurisdictions/us/states/mo/people/del-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 84"
+represents: "us/states/mo/districts/house/84"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 84 (MO State House of Representatives District 84).
 
+Represents [MO State House of Representatives District 84](/us/states/mo/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/dirk-deaton.md b/data/jurisdictions/us/states/mo/people/dirk-deaton.md
index 9647a43221..1d3185d63a 100644
--- a/data/jurisdictions/us/states/mo/people/dirk-deaton.md
+++ b/data/jurisdictions/us/states/mo/people/dirk-deaton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 159"
+represents: "us/states/mo/districts/house/159"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 159 (MO State House of Representatives District 159).
 
+Represents [MO State House of Representatives District 159](/us/states/mo/districts/house/159.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/don-mayhew.md b/data/jurisdictions/us/states/mo/people/don-mayhew.md
index cae70ac42f..8a450ff1be 100644
--- a/data/jurisdictions/us/states/mo/people/don-mayhew.md
+++ b/data/jurisdictions/us/states/mo/people/don-mayhew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 124"
+represents: "us/states/mo/districts/house/124"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 124 (MO State House of Representatives District 124).
 
+Represents [MO State House of Representatives District 124](/us/states/mo/districts/house/124.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/donna-barnes.md b/data/jurisdictions/us/states/mo/people/donna-barnes.md
index 98962fec39..22a91ffdae 100644
--- a/data/jurisdictions/us/states/mo/people/donna-barnes.md
+++ b/data/jurisdictions/us/states/mo/people/donna-barnes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 28"
+represents: "us/states/mo/districts/house/28"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 28 (MO State House of Representatives District 28).
 
+Represents [MO State House of Representatives District 28](/us/states/mo/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/doug-beck.md b/data/jurisdictions/us/states/mo/people/doug-beck.md
index 19c9c510bf..f9d50f603b 100644
--- a/data/jurisdictions/us/states/mo/people/doug-beck.md
+++ b/data/jurisdictions/us/states/mo/people/doug-beck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 1"
+represents: "us/states/mo/districts/senate/1"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 1 (MO State Senate District 1).
 
+Represents [MO State Senate District 1](/us/states/mo/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/doug-clemens.md b/data/jurisdictions/us/states/mo/people/doug-clemens.md
index cc1cc9d79b..5bcda59524 100644
--- a/data/jurisdictions/us/states/mo/people/doug-clemens.md
+++ b/data/jurisdictions/us/states/mo/people/doug-clemens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 72"
+represents: "us/states/mo/districts/house/72"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 72 (MO State House of Representatives District 72).
 
+Represents [MO State House of Representatives District 72](/us/states/mo/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/doyle-justus.md b/data/jurisdictions/us/states/mo/people/doyle-justus.md
index 9f7e0dd9f8..b49f549217 100644
--- a/data/jurisdictions/us/states/mo/people/doyle-justus.md
+++ b/data/jurisdictions/us/states/mo/people/doyle-justus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 41"
+represents: "us/states/mo/districts/house/41"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 41 (MO State House of Representatives District 41).
 
+Represents [MO State House of Representatives District 41](/us/states/mo/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/ed-lewis.md b/data/jurisdictions/us/states/mo/people/ed-lewis.md
index 704f6f0287..6e66692934 100644
--- a/data/jurisdictions/us/states/mo/people/ed-lewis.md
+++ b/data/jurisdictions/us/states/mo/people/ed-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 6"
+represents: "us/states/mo/districts/house/6"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 6 (MO State House of Representatives District 6).
 
+Represents [MO State House of Representatives District 6](/us/states/mo/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/emily-weber.md b/data/jurisdictions/us/states/mo/people/emily-weber.md
index 9b2ac9adff..006346db5e 100644
--- a/data/jurisdictions/us/states/mo/people/emily-weber.md
+++ b/data/jurisdictions/us/states/mo/people/emily-weber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 24"
+represents: "us/states/mo/districts/house/24"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 24 (MO State House of Representatives District 24).
 
+Represents [MO State House of Representatives District 24](/us/states/mo/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/eric-woods.md b/data/jurisdictions/us/states/mo/people/eric-woods.md
index 7c9e510a39..3f188cda93 100644
--- a/data/jurisdictions/us/states/mo/people/eric-woods.md
+++ b/data/jurisdictions/us/states/mo/people/eric-woods.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 18"
+represents: "us/states/mo/districts/house/18"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 18 (MO State House of Representatives District 18).
 
+Represents [MO State House of Representatives District 18](/us/states/mo/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/george-hruza.md b/data/jurisdictions/us/states/mo/people/george-hruza.md
index 20232405a5..5e1264a921 100644
--- a/data/jurisdictions/us/states/mo/people/george-hruza.md
+++ b/data/jurisdictions/us/states/mo/people/george-hruza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 89"
+represents: "us/states/mo/districts/house/89"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 89 (MO State House of Representatives District 89).
 
+Represents [MO State House of Representatives District 89](/us/states/mo/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/greg-sharpe.md b/data/jurisdictions/us/states/mo/people/greg-sharpe.md
index 07a596740f..e5ffc8af89 100644
--- a/data/jurisdictions/us/states/mo/people/greg-sharpe.md
+++ b/data/jurisdictions/us/states/mo/people/greg-sharpe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 4"
+represents: "us/states/mo/districts/house/4"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 4 (MO State House of Representatives District 4).
 
+Represents [MO State House of Representatives District 4](/us/states/mo/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/gregg-bush.md b/data/jurisdictions/us/states/mo/people/gregg-bush.md
index 89818d74f0..fde8d9c56b 100644
--- a/data/jurisdictions/us/states/mo/people/gregg-bush.md
+++ b/data/jurisdictions/us/states/mo/people/gregg-bush.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 50"
+represents: "us/states/mo/districts/house/50"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 50 (MO State House of Representatives District 50).
 
+Represents [MO State House of Representatives District 50](/us/states/mo/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/hardy-billington.md b/data/jurisdictions/us/states/mo/people/hardy-billington.md
index f4b35173c5..45785a9ee1 100644
--- a/data/jurisdictions/us/states/mo/people/hardy-billington.md
+++ b/data/jurisdictions/us/states/mo/people/hardy-billington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 152"
+represents: "us/states/mo/districts/house/152"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 152 (MO State House of Representatives District 152).
 
+Represents [MO State House of Representatives District 152](/us/states/mo/districts/house/152.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/holly-jones.md b/data/jurisdictions/us/states/mo/people/holly-jones.md
index 084d8e89e4..ce9647d0b3 100644
--- a/data/jurisdictions/us/states/mo/people/holly-jones.md
+++ b/data/jurisdictions/us/states/mo/people/holly-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 88"
+represents: "us/states/mo/districts/house/88"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 88 (MO State House of Representatives District 88).
 
+Represents [MO State House of Representatives District 88](/us/states/mo/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/ian-mackey.md b/data/jurisdictions/us/states/mo/people/ian-mackey.md
index 393e001d1f..2a415af98c 100644
--- a/data/jurisdictions/us/states/mo/people/ian-mackey.md
+++ b/data/jurisdictions/us/states/mo/people/ian-mackey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 99"
+represents: "us/states/mo/districts/house/99"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 99 (MO State House of Representatives District 99).
 
+Represents [MO State House of Representatives District 99](/us/states/mo/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jaclyn-zimmermann.md b/data/jurisdictions/us/states/mo/people/jaclyn-zimmermann.md
index e8a512910e..b8543d55ef 100644
--- a/data/jurisdictions/us/states/mo/people/jaclyn-zimmermann.md
+++ b/data/jurisdictions/us/states/mo/people/jaclyn-zimmermann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 98"
+represents: "us/states/mo/districts/house/98"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 98 (MO State House of Representatives District 98).
 
+Represents [MO State House of Representatives District 98](/us/states/mo/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jamie-burger.md b/data/jurisdictions/us/states/mo/people/jamie-burger.md
index 49cad17cfa..bd7e1428dc 100644
--- a/data/jurisdictions/us/states/mo/people/jamie-burger.md
+++ b/data/jurisdictions/us/states/mo/people/jamie-burger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 27"
+represents: "us/states/mo/districts/senate/27"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 27 (MO State Senate District 27).
 
+Represents [MO State Senate District 27](/us/states/mo/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jamie-ray-gragg.md b/data/jurisdictions/us/states/mo/people/jamie-ray-gragg.md
index 9dcb73bc41..b5158c33c2 100644
--- a/data/jurisdictions/us/states/mo/people/jamie-ray-gragg.md
+++ b/data/jurisdictions/us/states/mo/people/jamie-ray-gragg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 140"
+represents: "us/states/mo/districts/house/140"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 140 (MO State House of Representatives District 140).
 
+Represents [MO State House of Representatives District 140](/us/states/mo/districts/house/140.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jason-bean.md b/data/jurisdictions/us/states/mo/people/jason-bean.md
index 6a82c6317f..ff0c3a6cde 100644
--- a/data/jurisdictions/us/states/mo/people/jason-bean.md
+++ b/data/jurisdictions/us/states/mo/people/jason-bean.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 25"
+represents: "us/states/mo/districts/senate/25"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 25 (MO State Senate District 25).
 
+Represents [MO State Senate District 25](/us/states/mo/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jeff-coleman.md b/data/jurisdictions/us/states/mo/people/jeff-coleman.md
index a9cf95b8b1..fe87aacf74 100644
--- a/data/jurisdictions/us/states/mo/people/jeff-coleman.md
+++ b/data/jurisdictions/us/states/mo/people/jeff-coleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 32"
+represents: "us/states/mo/districts/house/32"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 32 (MO State House of Representatives District 32).
 
+Represents [MO State House of Representatives District 32](/us/states/mo/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jeff-farnan.md b/data/jurisdictions/us/states/mo/people/jeff-farnan.md
index 2b2de84ad3..c7b0ebaae5 100644
--- a/data/jurisdictions/us/states/mo/people/jeff-farnan.md
+++ b/data/jurisdictions/us/states/mo/people/jeff-farnan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 1"
+represents: "us/states/mo/districts/house/1"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 1 (MO State House of Representatives District 1).
 
+Represents [MO State House of Representatives District 1](/us/states/mo/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jeff-hales.md b/data/jurisdictions/us/states/mo/people/jeff-hales.md
index 69dab1065d..a28f77e455 100644
--- a/data/jurisdictions/us/states/mo/people/jeff-hales.md
+++ b/data/jurisdictions/us/states/mo/people/jeff-hales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 86"
+represents: "us/states/mo/districts/house/86"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 86 (MO State House of Representatives District 86).
 
+Represents [MO State House of Representatives District 86](/us/states/mo/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jeff-knight.md b/data/jurisdictions/us/states/mo/people/jeff-knight.md
index 8caeef64fe..e2dfeeeb03 100644
--- a/data/jurisdictions/us/states/mo/people/jeff-knight.md
+++ b/data/jurisdictions/us/states/mo/people/jeff-knight.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 142"
+represents: "us/states/mo/districts/house/142"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 142 (MO State House of Representatives District 142).
 
+Represents [MO State House of Representatives District 142](/us/states/mo/districts/house/142.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jeff-myers.md b/data/jurisdictions/us/states/mo/people/jeff-myers.md
index a63b9d433b..d974bc8a1b 100644
--- a/data/jurisdictions/us/states/mo/people/jeff-myers.md
+++ b/data/jurisdictions/us/states/mo/people/jeff-myers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 42"
+represents: "us/states/mo/districts/house/42"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 42 (MO State House of Representatives District 42).
 
+Represents [MO State House of Representatives District 42](/us/states/mo/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jeff-vernetti.md b/data/jurisdictions/us/states/mo/people/jeff-vernetti.md
index 3a37809871..2c5c665c89 100644
--- a/data/jurisdictions/us/states/mo/people/jeff-vernetti.md
+++ b/data/jurisdictions/us/states/mo/people/jeff-vernetti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 123"
+represents: "us/states/mo/districts/house/123"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 123 (MO State House of Representatives District 123).
 
+Represents [MO State House of Representatives District 123](/us/states/mo/districts/house/123.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jeremy-dean.md b/data/jurisdictions/us/states/mo/people/jeremy-dean.md
index 1b9c87f013..ac23f80c90 100644
--- a/data/jurisdictions/us/states/mo/people/jeremy-dean.md
+++ b/data/jurisdictions/us/states/mo/people/jeremy-dean.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 132"
+represents: "us/states/mo/districts/house/132"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 132 (MO State House of Representatives District 132).
 
+Represents [MO State House of Representatives District 132](/us/states/mo/districts/house/132.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jill-carter.md b/data/jurisdictions/us/states/mo/people/jill-carter.md
index a7e71708d7..3cb7e66fc7 100644
--- a/data/jurisdictions/us/states/mo/people/jill-carter.md
+++ b/data/jurisdictions/us/states/mo/people/jill-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 32"
+represents: "us/states/mo/districts/senate/32"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 32 (MO State Senate District 32).
 
+Represents [MO State Senate District 32](/us/states/mo/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jim-kalberloh.md b/data/jurisdictions/us/states/mo/people/jim-kalberloh.md
index 63bf95c2ba..b60df226ae 100644
--- a/data/jurisdictions/us/states/mo/people/jim-kalberloh.md
+++ b/data/jurisdictions/us/states/mo/people/jim-kalberloh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 126"
+represents: "us/states/mo/districts/house/126"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 126 (MO State House of Representatives District 126).
 
+Represents [MO State House of Representatives District 126](/us/states/mo/districts/house/126.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jim-murphy.md b/data/jurisdictions/us/states/mo/people/jim-murphy.md
index 9555e93f7d..cd0e4e4332 100644
--- a/data/jurisdictions/us/states/mo/people/jim-murphy.md
+++ b/data/jurisdictions/us/states/mo/people/jim-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 94"
+represents: "us/states/mo/districts/house/94"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 94 (MO State House of Representatives District 94).
 
+Represents [MO State House of Representatives District 94](/us/states/mo/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jim-schulte.md b/data/jurisdictions/us/states/mo/people/jim-schulte.md
index 9fc6101936..9cbf5af002 100644
--- a/data/jurisdictions/us/states/mo/people/jim-schulte.md
+++ b/data/jurisdictions/us/states/mo/people/jim-schulte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 49"
+represents: "us/states/mo/districts/house/49"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 49 (MO State House of Representatives District 49).
 
+Represents [MO State House of Representatives District 49](/us/states/mo/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jo-doll.md b/data/jurisdictions/us/states/mo/people/jo-doll.md
index 7b51ee12e8..f1ff8bd041 100644
--- a/data/jurisdictions/us/states/mo/people/jo-doll.md
+++ b/data/jurisdictions/us/states/mo/people/jo-doll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 91"
+represents: "us/states/mo/districts/house/91"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 91 (MO State House of Representatives District 91).
 
+Represents [MO State House of Representatives District 91](/us/states/mo/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/joe-nicola.md b/data/jurisdictions/us/states/mo/people/joe-nicola.md
index 7c9dc780fa..46c430f19e 100644
--- a/data/jurisdictions/us/states/mo/people/joe-nicola.md
+++ b/data/jurisdictions/us/states/mo/people/joe-nicola.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 11"
+represents: "us/states/mo/districts/senate/11"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 11 (MO State Senate District 11).
 
+Represents [MO State Senate District 11](/us/states/mo/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/john-black.md b/data/jurisdictions/us/states/mo/people/john-black.md
index d4dcdf69dd..c88ee17b97 100644
--- a/data/jurisdictions/us/states/mo/people/john-black.md
+++ b/data/jurisdictions/us/states/mo/people/john-black.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 129"
+represents: "us/states/mo/districts/house/129"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 129 (MO State House of Representatives District 129).
 
+Represents [MO State House of Representatives District 129](/us/states/mo/districts/house/129.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/john-hewkin.md b/data/jurisdictions/us/states/mo/people/john-hewkin.md
index b80ea9c0d1..c971b96ee6 100644
--- a/data/jurisdictions/us/states/mo/people/john-hewkin.md
+++ b/data/jurisdictions/us/states/mo/people/john-hewkin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 120"
+represents: "us/states/mo/districts/house/120"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 120 (MO State House of Representatives District 120).
 
+Represents [MO State House of Representatives District 120](/us/states/mo/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/john-martin.md b/data/jurisdictions/us/states/mo/people/john-martin.md
index d93dc386ec..32e5ef0e92 100644
--- a/data/jurisdictions/us/states/mo/people/john-martin.md
+++ b/data/jurisdictions/us/states/mo/people/john-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 44"
+represents: "us/states/mo/districts/house/44"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 44 (MO State House of Representatives District 44).
 
+Represents [MO State House of Representatives District 44](/us/states/mo/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/john-simmons.md b/data/jurisdictions/us/states/mo/people/john-simmons.md
index a47788d633..5ec59b5ea6 100644
--- a/data/jurisdictions/us/states/mo/people/john-simmons.md
+++ b/data/jurisdictions/us/states/mo/people/john-simmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 109"
+represents: "us/states/mo/districts/house/109"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 109 (MO State House of Representatives District 109).
 
+Represents [MO State House of Representatives District 109](/us/states/mo/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/john-voss.md b/data/jurisdictions/us/states/mo/people/john-voss.md
index 880698c10e..f0a4dc5faa 100644
--- a/data/jurisdictions/us/states/mo/people/john-voss.md
+++ b/data/jurisdictions/us/states/mo/people/john-voss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 147"
+represents: "us/states/mo/districts/house/147"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 147 (MO State House of Representatives District 147).
 
+Represents [MO State House of Representatives District 147](/us/states/mo/districts/house/147.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/jon-patterson.md b/data/jurisdictions/us/states/mo/people/jon-patterson.md
index 004a538596..4a70057d4e 100644
--- a/data/jurisdictions/us/states/mo/people/jon-patterson.md
+++ b/data/jurisdictions/us/states/mo/people/jon-patterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 30"
+represents: "us/states/mo/districts/house/30"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 30 (MO State House of Representatives District 30).
 
+Represents [MO State House of Representatives District 30](/us/states/mo/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/josh-hurlbert.md b/data/jurisdictions/us/states/mo/people/josh-hurlbert.md
index fba0a93181..28c181afe2 100644
--- a/data/jurisdictions/us/states/mo/people/josh-hurlbert.md
+++ b/data/jurisdictions/us/states/mo/people/josh-hurlbert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 8"
+represents: "us/states/mo/districts/house/8"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 8 (MO State House of Representatives District 8).
 
+Represents [MO State House of Representatives District 8](/us/states/mo/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/justin-brown.md b/data/jurisdictions/us/states/mo/people/justin-brown.md
index 2d63ada80f..c26a8442d4 100644
--- a/data/jurisdictions/us/states/mo/people/justin-brown.md
+++ b/data/jurisdictions/us/states/mo/people/justin-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 16"
+represents: "us/states/mo/districts/senate/16"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 16 (MO State Senate District 16).
 
+Represents [MO State Senate District 16](/us/states/mo/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/karla-may.md b/data/jurisdictions/us/states/mo/people/karla-may.md
index efb7093899..9cbf380d2b 100644
--- a/data/jurisdictions/us/states/mo/people/karla-may.md
+++ b/data/jurisdictions/us/states/mo/people/karla-may.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 4"
+represents: "us/states/mo/districts/senate/4"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 4 (MO State Senate District 4).
 
+Represents [MO State Senate District 4](/us/states/mo/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/kathy-steinhoff.md b/data/jurisdictions/us/states/mo/people/kathy-steinhoff.md
index 5a89250b18..b3593b181b 100644
--- a/data/jurisdictions/us/states/mo/people/kathy-steinhoff.md
+++ b/data/jurisdictions/us/states/mo/people/kathy-steinhoff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 45"
+represents: "us/states/mo/districts/house/45"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 45 (MO State House of Representatives District 45).
 
+Represents [MO State House of Representatives District 45](/us/states/mo/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/keith-elliott.md b/data/jurisdictions/us/states/mo/people/keith-elliott.md
index 489627498e..94f5325f6e 100644
--- a/data/jurisdictions/us/states/mo/people/keith-elliott.md
+++ b/data/jurisdictions/us/states/mo/people/keith-elliott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 153"
+represents: "us/states/mo/districts/house/153"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 153 (MO State House of Representatives District 153).
 
+Represents [MO State House of Representatives District 153](/us/states/mo/districts/house/153.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/kem-smith.md b/data/jurisdictions/us/states/mo/people/kem-smith.md
index aa80332e3b..47d4fdb011 100644
--- a/data/jurisdictions/us/states/mo/people/kem-smith.md
+++ b/data/jurisdictions/us/states/mo/people/kem-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 68"
+represents: "us/states/mo/districts/house/68"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 68 (MO State House of Representatives District 68).
 
+Represents [MO State House of Representatives District 68](/us/states/mo/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/kemp-strickler.md b/data/jurisdictions/us/states/mo/people/kemp-strickler.md
index 092847e684..d785990969 100644
--- a/data/jurisdictions/us/states/mo/people/kemp-strickler.md
+++ b/data/jurisdictions/us/states/mo/people/kemp-strickler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 34"
+represents: "us/states/mo/districts/house/34"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 34 (MO State House of Representatives District 34).
 
+Represents [MO State House of Representatives District 34](/us/states/mo/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/ken-jamison.md b/data/jurisdictions/us/states/mo/people/ken-jamison.md
index b3c38360a8..7a8c5c93b7 100644
--- a/data/jurisdictions/us/states/mo/people/ken-jamison.md
+++ b/data/jurisdictions/us/states/mo/people/ken-jamison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 15"
+represents: "us/states/mo/districts/house/15"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 15 (MO State House of Representatives District 15).
 
+Represents [MO State House of Representatives District 15](/us/states/mo/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/kent-haden.md b/data/jurisdictions/us/states/mo/people/kent-haden.md
index abfe14a9e7..bfefa6f139 100644
--- a/data/jurisdictions/us/states/mo/people/kent-haden.md
+++ b/data/jurisdictions/us/states/mo/people/kent-haden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 43"
+represents: "us/states/mo/districts/house/43"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 43 (MO State House of Representatives District 43).
 
+Represents [MO State House of Representatives District 43](/us/states/mo/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/keri-ingle.md b/data/jurisdictions/us/states/mo/people/keri-ingle.md
index 3a33e56081..3bf42e4b62 100644
--- a/data/jurisdictions/us/states/mo/people/keri-ingle.md
+++ b/data/jurisdictions/us/states/mo/people/keri-ingle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 35"
+represents: "us/states/mo/districts/house/35"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 35 (MO State House of Representatives District 35).
 
+Represents [MO State House of Representatives District 35](/us/states/mo/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/kimberly-ann-collins.md b/data/jurisdictions/us/states/mo/people/kimberly-ann-collins.md
index 0e2052a1c9..4386ade3dc 100644
--- a/data/jurisdictions/us/states/mo/people/kimberly-ann-collins.md
+++ b/data/jurisdictions/us/states/mo/people/kimberly-ann-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 77"
+represents: "us/states/mo/districts/house/77"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 77 (MO State House of Representatives District 77).
 
+Represents [MO State House of Representatives District 77](/us/states/mo/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/kurtis-gregory.md b/data/jurisdictions/us/states/mo/people/kurtis-gregory.md
index 552e835765..67314d03fe 100644
--- a/data/jurisdictions/us/states/mo/people/kurtis-gregory.md
+++ b/data/jurisdictions/us/states/mo/people/kurtis-gregory.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 21"
+represents: "us/states/mo/districts/senate/21"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 21 (MO State Senate District 21).
 
+Represents [MO State Senate District 21](/us/states/mo/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/ladonna-appelbaum.md b/data/jurisdictions/us/states/mo/people/ladonna-appelbaum.md
index 9c505304a2..621db0336d 100644
--- a/data/jurisdictions/us/states/mo/people/ladonna-appelbaum.md
+++ b/data/jurisdictions/us/states/mo/people/ladonna-appelbaum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 71"
+represents: "us/states/mo/districts/house/71"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 71 (MO State House of Representatives District 71).
 
+Represents [MO State House of Representatives District 71](/us/states/mo/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/lakeysha-bosley.md b/data/jurisdictions/us/states/mo/people/lakeysha-bosley.md
index afcb3c35d9..edb7fa5bf4 100644
--- a/data/jurisdictions/us/states/mo/people/lakeysha-bosley.md
+++ b/data/jurisdictions/us/states/mo/people/lakeysha-bosley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 79"
+represents: "us/states/mo/districts/house/79"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 79 (MO State House of Representatives District 79).
 
+Represents [MO State House of Representatives District 79](/us/states/mo/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/lane-roberts.md b/data/jurisdictions/us/states/mo/people/lane-roberts.md
index 79fe3557cb..0b65c65411 100644
--- a/data/jurisdictions/us/states/mo/people/lane-roberts.md
+++ b/data/jurisdictions/us/states/mo/people/lane-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 161"
+represents: "us/states/mo/districts/house/161"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 161 (MO State House of Representatives District 161).
 
+Represents [MO State House of Representatives District 161](/us/states/mo/districts/house/161.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/lilly-fuchs.md b/data/jurisdictions/us/states/mo/people/lilly-fuchs.md
index d5a6e45ab0..259969234d 100644
--- a/data/jurisdictions/us/states/mo/people/lilly-fuchs.md
+++ b/data/jurisdictions/us/states/mo/people/lilly-fuchs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 80"
+represents: "us/states/mo/districts/house/80"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 80 (MO State House of Representatives District 80).
 
+Represents [MO State House of Representatives District 80](/us/states/mo/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/lincoln-hough.md b/data/jurisdictions/us/states/mo/people/lincoln-hough.md
index 915cc91932..82809b31e7 100644
--- a/data/jurisdictions/us/states/mo/people/lincoln-hough.md
+++ b/data/jurisdictions/us/states/mo/people/lincoln-hough.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 30"
+represents: "us/states/mo/districts/senate/30"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 30 (MO State Senate District 30).
 
+Represents [MO State Senate District 30](/us/states/mo/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/lisa-durnell.md b/data/jurisdictions/us/states/mo/people/lisa-durnell.md
index 4ddc1c0be8..7ac8125a65 100644
--- a/data/jurisdictions/us/states/mo/people/lisa-durnell.md
+++ b/data/jurisdictions/us/states/mo/people/lisa-durnell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 154"
+represents: "us/states/mo/districts/house/154"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 154 (MO State House of Representatives District 154).
 
+Represents [MO State House of Representatives District 154](/us/states/mo/districts/house/154.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/louis-riggs.md b/data/jurisdictions/us/states/mo/people/louis-riggs.md
index 9a9855a171..7ec6993335 100644
--- a/data/jurisdictions/us/states/mo/people/louis-riggs.md
+++ b/data/jurisdictions/us/states/mo/people/louis-riggs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 5"
+represents: "us/states/mo/districts/house/5"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 5 (MO State House of Representatives District 5).
 
+Represents [MO State House of Representatives District 5](/us/states/mo/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/maggie-nurrenbern.md b/data/jurisdictions/us/states/mo/people/maggie-nurrenbern.md
index b7c8ba0b6c..8661218102 100644
--- a/data/jurisdictions/us/states/mo/people/maggie-nurrenbern.md
+++ b/data/jurisdictions/us/states/mo/people/maggie-nurrenbern.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 17"
+represents: "us/states/mo/districts/senate/17"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 17 (MO State Senate District 17).
 
+Represents [MO State Senate District 17](/us/states/mo/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mark-boyko.md b/data/jurisdictions/us/states/mo/people/mark-boyko.md
index 87446e7f4a..eea2b012db 100644
--- a/data/jurisdictions/us/states/mo/people/mark-boyko.md
+++ b/data/jurisdictions/us/states/mo/people/mark-boyko.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 90"
+represents: "us/states/mo/districts/house/90"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 90 (MO State House of Representatives District 90).
 
+Represents [MO State House of Representatives District 90](/us/states/mo/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mark-matthiesen.md b/data/jurisdictions/us/states/mo/people/mark-matthiesen.md
index 1e586fbf87..84cc8bcc5e 100644
--- a/data/jurisdictions/us/states/mo/people/mark-matthiesen.md
+++ b/data/jurisdictions/us/states/mo/people/mark-matthiesen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 107"
+represents: "us/states/mo/districts/house/107"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 107 (MO State House of Representatives District 107).
 
+Represents [MO State House of Representatives District 107](/us/states/mo/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mark-meirath.md b/data/jurisdictions/us/states/mo/people/mark-meirath.md
index bfdbc349c9..6b04da7667 100644
--- a/data/jurisdictions/us/states/mo/people/mark-meirath.md
+++ b/data/jurisdictions/us/states/mo/people/mark-meirath.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 39"
+represents: "us/states/mo/districts/house/39"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 39 (MO State House of Representatives District 39).
 
+Represents [MO State House of Representatives District 39](/us/states/mo/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mark-nolte.md b/data/jurisdictions/us/states/mo/people/mark-nolte.md
index 8edefeb524..484d97eb9f 100644
--- a/data/jurisdictions/us/states/mo/people/mark-nolte.md
+++ b/data/jurisdictions/us/states/mo/people/mark-nolte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 51"
+represents: "us/states/mo/districts/house/51"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 51 (MO State House of Representatives District 51).
 
+Represents [MO State House of Representatives District 51](/us/states/mo/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mark-sharp.md b/data/jurisdictions/us/states/mo/people/mark-sharp.md
index 1de8728967..d0bd7a271a 100644
--- a/data/jurisdictions/us/states/mo/people/mark-sharp.md
+++ b/data/jurisdictions/us/states/mo/people/mark-sharp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 37"
+represents: "us/states/mo/districts/house/37"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 37 (MO State House of Representatives District 37).
 
+Represents [MO State House of Representatives District 37](/us/states/mo/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/marla-smith.md b/data/jurisdictions/us/states/mo/people/marla-smith.md
index 5def880337..3000a1ea30 100644
--- a/data/jurisdictions/us/states/mo/people/marla-smith.md
+++ b/data/jurisdictions/us/states/mo/people/marla-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 74"
+represents: "us/states/mo/districts/house/74"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 74 (MO State House of Representatives District 74).
 
+Represents [MO State House of Representatives District 74](/us/states/mo/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/marlene-terry.md b/data/jurisdictions/us/states/mo/people/marlene-terry.md
index 26e5543d36..74f979c006 100644
--- a/data/jurisdictions/us/states/mo/people/marlene-terry.md
+++ b/data/jurisdictions/us/states/mo/people/marlene-terry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 66"
+represents: "us/states/mo/districts/house/66"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 66 (MO State House of Representatives District 66).
 
+Represents [MO State House of Representatives District 66](/us/states/mo/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/marlon-anderson.md b/data/jurisdictions/us/states/mo/people/marlon-anderson.md
index ab56182d04..6d47cee3e0 100644
--- a/data/jurisdictions/us/states/mo/people/marlon-anderson.md
+++ b/data/jurisdictions/us/states/mo/people/marlon-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 76"
+represents: "us/states/mo/districts/house/76"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 76 (MO State House of Representatives District 76).
 
+Represents [MO State House of Representatives District 76](/us/states/mo/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/marty-jacobs.md b/data/jurisdictions/us/states/mo/people/marty-jacobs.md
index 79db133886..6483b384aa 100644
--- a/data/jurisdictions/us/states/mo/people/marty-jacobs.md
+++ b/data/jurisdictions/us/states/mo/people/marty-jacobs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 38"
+represents: "us/states/mo/districts/house/38"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 38 (MO State House of Representatives District 38).
 
+Represents [MO State House of Representatives District 38](/us/states/mo/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/marty-murray.md b/data/jurisdictions/us/states/mo/people/marty-murray.md
index 64ec4149c2..85aa6586b0 100644
--- a/data/jurisdictions/us/states/mo/people/marty-murray.md
+++ b/data/jurisdictions/us/states/mo/people/marty-murray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 78"
+represents: "us/states/mo/districts/house/78"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 78 (MO State House of Representatives District 78).
 
+Represents [MO State House of Representatives District 78](/us/states/mo/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mary-elizabeth-coleman.md b/data/jurisdictions/us/states/mo/people/mary-elizabeth-coleman.md
index 4af1735281..40a5a9c7b5 100644
--- a/data/jurisdictions/us/states/mo/people/mary-elizabeth-coleman.md
+++ b/data/jurisdictions/us/states/mo/people/mary-elizabeth-coleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 22"
+represents: "us/states/mo/districts/senate/22"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 22 (MO State Senate District 22).
 
+Represents [MO State Senate District 22](/us/states/mo/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/matthew-overcast.md b/data/jurisdictions/us/states/mo/people/matthew-overcast.md
index ec5a9c0915..c29381130c 100644
--- a/data/jurisdictions/us/states/mo/people/matthew-overcast.md
+++ b/data/jurisdictions/us/states/mo/people/matthew-overcast.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 155"
+represents: "us/states/mo/districts/house/155"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 155 (MO State House of Representatives District 155).
 
+Represents [MO State House of Representatives District 155](/us/states/mo/districts/house/155.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mazzie-christensen.md b/data/jurisdictions/us/states/mo/people/mazzie-christensen.md
index b9f85270f6..917bc9395d 100644
--- a/data/jurisdictions/us/states/mo/people/mazzie-christensen.md
+++ b/data/jurisdictions/us/states/mo/people/mazzie-christensen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 2"
+represents: "us/states/mo/districts/house/2"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 2 (MO State House of Representatives District 2).
 
+Represents [MO State House of Representatives District 2](/us/states/mo/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/melanie-stinnett.md b/data/jurisdictions/us/states/mo/people/melanie-stinnett.md
index 9b60d9880a..02c0180d37 100644
--- a/data/jurisdictions/us/states/mo/people/melanie-stinnett.md
+++ b/data/jurisdictions/us/states/mo/people/melanie-stinnett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 133"
+represents: "us/states/mo/districts/house/133"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 133 (MO State House of Representatives District 133).
 
+Represents [MO State House of Representatives District 133](/us/states/mo/districts/house/133.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/melissa-douglas.md b/data/jurisdictions/us/states/mo/people/melissa-douglas.md
index 5c43f84251..94f41775f7 100644
--- a/data/jurisdictions/us/states/mo/people/melissa-douglas.md
+++ b/data/jurisdictions/us/states/mo/people/melissa-douglas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 27"
+represents: "us/states/mo/districts/house/27"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 27 (MO State House of Representatives District 27).
 
+Represents [MO State House of Representatives District 27](/us/states/mo/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/melissa-schmidt.md b/data/jurisdictions/us/states/mo/people/melissa-schmidt.md
index 201dc2cd20..dacee3d7cc 100644
--- a/data/jurisdictions/us/states/mo/people/melissa-schmidt.md
+++ b/data/jurisdictions/us/states/mo/people/melissa-schmidt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 141"
+represents: "us/states/mo/districts/house/141"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 141 (MO State House of Representatives District 141).
 
+Represents [MO State House of Representatives District 141](/us/states/mo/districts/house/141.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/michael-burton.md b/data/jurisdictions/us/states/mo/people/michael-burton.md
index 24f26154de..f6df7ea8e3 100644
--- a/data/jurisdictions/us/states/mo/people/michael-burton.md
+++ b/data/jurisdictions/us/states/mo/people/michael-burton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 92"
+represents: "us/states/mo/districts/house/92"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 92 (MO State House of Representatives District 92).
 
+Represents [MO State House of Representatives District 92](/us/states/mo/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/michael-davis.md b/data/jurisdictions/us/states/mo/people/michael-davis.md
index 6395453ecf..b4781b0f52 100644
--- a/data/jurisdictions/us/states/mo/people/michael-davis.md
+++ b/data/jurisdictions/us/states/mo/people/michael-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 56"
+represents: "us/states/mo/districts/house/56"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 56 (MO State House of Representatives District 56).
 
+Represents [MO State House of Representatives District 56](/us/states/mo/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/michael-johnson.md b/data/jurisdictions/us/states/mo/people/michael-johnson.md
index 5e7c0c8818..1e95fcfc9a 100644
--- a/data/jurisdictions/us/states/mo/people/michael-johnson.md
+++ b/data/jurisdictions/us/states/mo/people/michael-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 23"
+represents: "us/states/mo/districts/house/23"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 23 (MO State House of Representatives District 23).
 
+Represents [MO State House of Representatives District 23](/us/states/mo/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mike-bernskoetter.md b/data/jurisdictions/us/states/mo/people/mike-bernskoetter.md
index 9b5a3f4cd3..84306f636e 100644
--- a/data/jurisdictions/us/states/mo/people/mike-bernskoetter.md
+++ b/data/jurisdictions/us/states/mo/people/mike-bernskoetter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 6"
+represents: "us/states/mo/districts/senate/6"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 6 (MO State Senate District 6).
 
+Represents [MO State Senate District 6](/us/states/mo/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mike-cierpiot.md b/data/jurisdictions/us/states/mo/people/mike-cierpiot.md
index db6d22c45b..7cd3907687 100644
--- a/data/jurisdictions/us/states/mo/people/mike-cierpiot.md
+++ b/data/jurisdictions/us/states/mo/people/mike-cierpiot.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 8"
+represents: "us/states/mo/districts/senate/8"
 tenure:
   start: "2018-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 8 (MO State Senate District 8).
 
+Represents [MO State Senate District 8](/us/states/mo/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mike-costlow.md b/data/jurisdictions/us/states/mo/people/mike-costlow.md
index d562825717..019712e29c 100644
--- a/data/jurisdictions/us/states/mo/people/mike-costlow.md
+++ b/data/jurisdictions/us/states/mo/people/mike-costlow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 108"
+represents: "us/states/mo/districts/house/108"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 108 (MO State House of Representatives District 108).
 
+Represents [MO State House of Representatives District 108](/us/states/mo/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mike-henderson.md b/data/jurisdictions/us/states/mo/people/mike-henderson.md
index dc0dce60f6..74d7d4998a 100644
--- a/data/jurisdictions/us/states/mo/people/mike-henderson.md
+++ b/data/jurisdictions/us/states/mo/people/mike-henderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 3"
+represents: "us/states/mo/districts/senate/3"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 3 (MO State Senate District 3).
 
+Represents [MO State Senate District 3](/us/states/mo/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mike-jones.md b/data/jurisdictions/us/states/mo/people/mike-jones.md
index 765dff0aa8..fd0cca8a1c 100644
--- a/data/jurisdictions/us/states/mo/people/mike-jones.md
+++ b/data/jurisdictions/us/states/mo/people/mike-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 12"
+represents: "us/states/mo/districts/house/12"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 12 (MO State House of Representatives District 12).
 
+Represents [MO State House of Representatives District 12](/us/states/mo/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mike-mcgirl.md b/data/jurisdictions/us/states/mo/people/mike-mcgirl.md
index 3dff548ad1..16a1439773 100644
--- a/data/jurisdictions/us/states/mo/people/mike-mcgirl.md
+++ b/data/jurisdictions/us/states/mo/people/mike-mcgirl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 118"
+represents: "us/states/mo/districts/house/118"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 118 (MO State House of Representatives District 118).
 
+Represents [MO State House of Representatives District 118](/us/states/mo/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mike-moon.md b/data/jurisdictions/us/states/mo/people/mike-moon.md
index 60eb2b696f..c909aa38ba 100644
--- a/data/jurisdictions/us/states/mo/people/mike-moon.md
+++ b/data/jurisdictions/us/states/mo/people/mike-moon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 29"
+represents: "us/states/mo/districts/senate/29"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 29 (MO State Senate District 29).
 
+Represents [MO State Senate District 29](/us/states/mo/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mike-steinmeyer.md b/data/jurisdictions/us/states/mo/people/mike-steinmeyer.md
index 246490559a..2f5cfe8034 100644
--- a/data/jurisdictions/us/states/mo/people/mike-steinmeyer.md
+++ b/data/jurisdictions/us/states/mo/people/mike-steinmeyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 20"
+represents: "us/states/mo/districts/house/20"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 20 (MO State House of Representatives District 20).
 
+Represents [MO State House of Representatives District 20](/us/states/mo/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/mitch-boggs.md b/data/jurisdictions/us/states/mo/people/mitch-boggs.md
index 0e16a51dea..cf8d261307 100644
--- a/data/jurisdictions/us/states/mo/people/mitch-boggs.md
+++ b/data/jurisdictions/us/states/mo/people/mitch-boggs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 157"
+represents: "us/states/mo/districts/house/157"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 157 (MO State House of Representatives District 157).
 
+Represents [MO State House of Representatives District 157](/us/states/mo/districts/house/157.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/nick-kimble.md b/data/jurisdictions/us/states/mo/people/nick-kimble.md
index 5432024590..4843d7b9fb 100644
--- a/data/jurisdictions/us/states/mo/people/nick-kimble.md
+++ b/data/jurisdictions/us/states/mo/people/nick-kimble.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 82"
+represents: "us/states/mo/districts/house/82"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 82 (MO State House of Representatives District 82).
 
+Represents [MO State House of Representatives District 82](/us/states/mo/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/nick-schroer.md b/data/jurisdictions/us/states/mo/people/nick-schroer.md
index 7532c16992..e82af4fa55 100644
--- a/data/jurisdictions/us/states/mo/people/nick-schroer.md
+++ b/data/jurisdictions/us/states/mo/people/nick-schroer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 2"
+represents: "us/states/mo/districts/senate/2"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 2 (MO State Senate District 2).
 
+Represents [MO State Senate District 2](/us/states/mo/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/pattie-mansur.md b/data/jurisdictions/us/states/mo/people/pattie-mansur.md
index ff717487c0..120351b926 100644
--- a/data/jurisdictions/us/states/mo/people/pattie-mansur.md
+++ b/data/jurisdictions/us/states/mo/people/pattie-mansur.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 25"
+represents: "us/states/mo/districts/house/25"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 25 (MO State House of Representatives District 25).
 
+Represents [MO State House of Representatives District 25](/us/states/mo/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/patty-lewis.md b/data/jurisdictions/us/states/mo/people/patty-lewis.md
index 6358113802..5b27d349b3 100644
--- a/data/jurisdictions/us/states/mo/people/patty-lewis.md
+++ b/data/jurisdictions/us/states/mo/people/patty-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 7"
+represents: "us/states/mo/districts/senate/7"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 7 (MO State Senate District 7).
 
+Represents [MO State Senate District 7](/us/states/mo/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/peggy-mcgaugh.md b/data/jurisdictions/us/states/mo/people/peggy-mcgaugh.md
index bc5fce6ea4..68f50b2d61 100644
--- a/data/jurisdictions/us/states/mo/people/peggy-mcgaugh.md
+++ b/data/jurisdictions/us/states/mo/people/peggy-mcgaugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 7"
+represents: "us/states/mo/districts/house/7"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 7 (MO State House of Representatives District 7).
 
+Represents [MO State House of Representatives District 7](/us/states/mo/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/phil-amato.md b/data/jurisdictions/us/states/mo/people/phil-amato.md
index 50a417da67..44405aa074 100644
--- a/data/jurisdictions/us/states/mo/people/phil-amato.md
+++ b/data/jurisdictions/us/states/mo/people/phil-amato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 113"
+represents: "us/states/mo/districts/house/113"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 113 (MO State House of Representatives District 113).
 
+Represents [MO State House of Representatives District 113](/us/states/mo/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/philip-oehlerking.md b/data/jurisdictions/us/states/mo/people/philip-oehlerking.md
index 26f18bc428..44a9fc3a37 100644
--- a/data/jurisdictions/us/states/mo/people/philip-oehlerking.md
+++ b/data/jurisdictions/us/states/mo/people/philip-oehlerking.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 100"
+represents: "us/states/mo/districts/house/100"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 100 (MO State House of Representatives District 100).
 
+Represents [MO State House of Representatives District 100](/us/states/mo/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/ray-reed.md b/data/jurisdictions/us/states/mo/people/ray-reed.md
index fe97719f8b..5e2e5712fb 100644
--- a/data/jurisdictions/us/states/mo/people/ray-reed.md
+++ b/data/jurisdictions/us/states/mo/people/ray-reed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 83"
+represents: "us/states/mo/districts/house/83"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 83 (MO State House of Representatives District 83).
 
+Represents [MO State House of Representatives District 83](/us/states/mo/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/raychel-proudie.md b/data/jurisdictions/us/states/mo/people/raychel-proudie.md
index e880658356..534c927c92 100644
--- a/data/jurisdictions/us/states/mo/people/raychel-proudie.md
+++ b/data/jurisdictions/us/states/mo/people/raychel-proudie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 73"
+represents: "us/states/mo/districts/house/73"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 73 (MO State House of Representatives District 73).
 
+Represents [MO State House of Representatives District 73](/us/states/mo/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/renee-reuter.md b/data/jurisdictions/us/states/mo/people/renee-reuter.md
index 1dedc3491a..1d80ead8ae 100644
--- a/data/jurisdictions/us/states/mo/people/renee-reuter.md
+++ b/data/jurisdictions/us/states/mo/people/renee-reuter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 112"
+represents: "us/states/mo/districts/house/112"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 112 (MO State House of Representatives District 112).
 
+Represents [MO State House of Representatives District 112](/us/states/mo/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/richard-west.md b/data/jurisdictions/us/states/mo/people/richard-west.md
index e852690129..5ec76625aa 100644
--- a/data/jurisdictions/us/states/mo/people/richard-west.md
+++ b/data/jurisdictions/us/states/mo/people/richard-west.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 102"
+represents: "us/states/mo/districts/house/102"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 102 (MO State House of Representatives District 102).
 
+Represents [MO State House of Representatives District 102](/us/states/mo/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/rick-brattin.md b/data/jurisdictions/us/states/mo/people/rick-brattin.md
index fa1aa55840..dca0ccdca4 100644
--- a/data/jurisdictions/us/states/mo/people/rick-brattin.md
+++ b/data/jurisdictions/us/states/mo/people/rick-brattin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 31"
+represents: "us/states/mo/districts/senate/31"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 31 (MO State Senate District 31).
 
+Represents [MO State Senate District 31](/us/states/mo/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/rodger-reedy.md b/data/jurisdictions/us/states/mo/people/rodger-reedy.md
index 244aed8df0..60d0525e67 100644
--- a/data/jurisdictions/us/states/mo/people/rodger-reedy.md
+++ b/data/jurisdictions/us/states/mo/people/rodger-reedy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 57"
+represents: "us/states/mo/districts/house/57"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 57 (MO State House of Representatives District 57).
 
+Represents [MO State House of Representatives District 57](/us/states/mo/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/ron-fowler.md b/data/jurisdictions/us/states/mo/people/ron-fowler.md
index 03e4e8a2b4..56bd7843dc 100644
--- a/data/jurisdictions/us/states/mo/people/ron-fowler.md
+++ b/data/jurisdictions/us/states/mo/people/ron-fowler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 31"
+represents: "us/states/mo/districts/house/31"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 31 (MO State House of Representatives District 31).
 
+Represents [MO State House of Representatives District 31](/us/states/mo/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/rudy-veit.md b/data/jurisdictions/us/states/mo/people/rudy-veit.md
index 4e10fdb1ae..db828f9339 100644
--- a/data/jurisdictions/us/states/mo/people/rudy-veit.md
+++ b/data/jurisdictions/us/states/mo/people/rudy-veit.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 59"
+represents: "us/states/mo/districts/house/59"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 59 (MO State House of Representatives District 59).
 
+Represents [MO State House of Representatives District 59](/us/states/mo/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/rusty-black.md b/data/jurisdictions/us/states/mo/people/rusty-black.md
index 1135d39d74..7e55ef19a3 100644
--- a/data/jurisdictions/us/states/mo/people/rusty-black.md
+++ b/data/jurisdictions/us/states/mo/people/rusty-black.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 12"
+represents: "us/states/mo/districts/senate/12"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 12 (MO State Senate District 12).
 
+Represents [MO State Senate District 12](/us/states/mo/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/sandy-crawford.md b/data/jurisdictions/us/states/mo/people/sandy-crawford.md
index 52b30bf733..5944ce7b00 100644
--- a/data/jurisdictions/us/states/mo/people/sandy-crawford.md
+++ b/data/jurisdictions/us/states/mo/people/sandy-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 28"
+represents: "us/states/mo/districts/senate/28"
 tenure:
   start: "2017-09-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 28 (MO State Senate District 28).
 
+Represents [MO State Senate District 28](/us/states/mo/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/scott-cupps.md b/data/jurisdictions/us/states/mo/people/scott-cupps.md
index 878e8ad81c..6e25140174 100644
--- a/data/jurisdictions/us/states/mo/people/scott-cupps.md
+++ b/data/jurisdictions/us/states/mo/people/scott-cupps.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 158"
+represents: "us/states/mo/districts/house/158"
 tenure:
   start: "2020-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 158 (MO State House of Representatives District 158).
 
+Represents [MO State House of Representatives District 158](/us/states/mo/districts/house/158.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/scott-miller.md b/data/jurisdictions/us/states/mo/people/scott-miller.md
index 859e7935fc..e34983dbe0 100644
--- a/data/jurisdictions/us/states/mo/people/scott-miller.md
+++ b/data/jurisdictions/us/states/mo/people/scott-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 69"
+represents: "us/states/mo/districts/house/69"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 69 (MO State House of Representatives District 69).
 
+Represents [MO State House of Representatives District 69](/us/states/mo/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/sean-pouche.md b/data/jurisdictions/us/states/mo/people/sean-pouche.md
index 25eeca3ce3..db44fa2934 100644
--- a/data/jurisdictions/us/states/mo/people/sean-pouche.md
+++ b/data/jurisdictions/us/states/mo/people/sean-pouche.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 13"
+represents: "us/states/mo/districts/house/13"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 13 (MO State House of Representatives District 13).
 
+Represents [MO State House of Representatives District 13](/us/states/mo/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/sherri-gallick.md b/data/jurisdictions/us/states/mo/people/sherri-gallick.md
index df153d4c8a..3ba56b3eb7 100644
--- a/data/jurisdictions/us/states/mo/people/sherri-gallick.md
+++ b/data/jurisdictions/us/states/mo/people/sherri-gallick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 62"
+represents: "us/states/mo/districts/house/62"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 62 (MO State House of Representatives District 62).
 
+Represents [MO State House of Representatives District 62](/us/states/mo/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/stephanie-boykin.md b/data/jurisdictions/us/states/mo/people/stephanie-boykin.md
index 5afaf87d41..2aee4ffd19 100644
--- a/data/jurisdictions/us/states/mo/people/stephanie-boykin.md
+++ b/data/jurisdictions/us/states/mo/people/stephanie-boykin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 70"
+represents: "us/states/mo/districts/house/70"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 70 (MO State House of Representatives District 70).
 
+Represents [MO State House of Representatives District 70](/us/states/mo/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/stephanie-hein.md b/data/jurisdictions/us/states/mo/people/stephanie-hein.md
index e7da7ded80..03738446e0 100644
--- a/data/jurisdictions/us/states/mo/people/stephanie-hein.md
+++ b/data/jurisdictions/us/states/mo/people/stephanie-hein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 136"
+represents: "us/states/mo/districts/house/136"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 136 (MO State House of Representatives District 136).
 
+Represents [MO State House of Representatives District 136](/us/states/mo/districts/house/136.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/stephen-webber.md b/data/jurisdictions/us/states/mo/people/stephen-webber.md
index 4bc1cc37d6..db01d3d30f 100644
--- a/data/jurisdictions/us/states/mo/people/stephen-webber.md
+++ b/data/jurisdictions/us/states/mo/people/stephen-webber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 19"
+represents: "us/states/mo/districts/senate/19"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 19 (MO State Senate District 19).
 
+Represents [MO State Senate District 19](/us/states/mo/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/steve-butz.md b/data/jurisdictions/us/states/mo/people/steve-butz.md
index 093f24f1c2..ba4e4bbe25 100644
--- a/data/jurisdictions/us/states/mo/people/steve-butz.md
+++ b/data/jurisdictions/us/states/mo/people/steve-butz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 81"
+represents: "us/states/mo/districts/house/81"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 81 (MO State House of Representatives District 81).
 
+Represents [MO State House of Representatives District 81](/us/states/mo/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/steve-jordan.md b/data/jurisdictions/us/states/mo/people/steve-jordan.md
index 5fbd9ce365..e6b5565434 100644
--- a/data/jurisdictions/us/states/mo/people/steve-jordan.md
+++ b/data/jurisdictions/us/states/mo/people/steve-jordan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 151"
+represents: "us/states/mo/districts/house/151"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 151 (MO State House of Representatives District 151).
 
+Represents [MO State House of Representatives District 151](/us/states/mo/districts/house/151.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/steve-roberts.md b/data/jurisdictions/us/states/mo/people/steve-roberts.md
index 03119eaf6f..69a14f8ad4 100644
--- a/data/jurisdictions/us/states/mo/people/steve-roberts.md
+++ b/data/jurisdictions/us/states/mo/people/steve-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 5"
+represents: "us/states/mo/districts/senate/5"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 5 (MO State Senate District 5).
 
+Represents [MO State Senate District 5](/us/states/mo/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/tara-peters.md b/data/jurisdictions/us/states/mo/people/tara-peters.md
index 65d456bfc2..c5cbcb300b 100644
--- a/data/jurisdictions/us/states/mo/people/tara-peters.md
+++ b/data/jurisdictions/us/states/mo/people/tara-peters.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 122"
+represents: "us/states/mo/districts/house/122"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 122 (MO State House of Representatives District 122).
 
+Represents [MO State House of Representatives District 122](/us/states/mo/districts/house/122.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/terri-violet.md b/data/jurisdictions/us/states/mo/people/terri-violet.md
index 848d580a0d..3426ce80bd 100644
--- a/data/jurisdictions/us/states/mo/people/terri-violet.md
+++ b/data/jurisdictions/us/states/mo/people/terri-violet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 104"
+represents: "us/states/mo/districts/house/104"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 104 (MO State House of Representatives District 104).
 
+Represents [MO State House of Representatives District 104](/us/states/mo/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/terry-thompson.md b/data/jurisdictions/us/states/mo/people/terry-thompson.md
index b3141a11b4..c9242d086a 100644
--- a/data/jurisdictions/us/states/mo/people/terry-thompson.md
+++ b/data/jurisdictions/us/states/mo/people/terry-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 53"
+represents: "us/states/mo/districts/house/53"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 53 (MO State House of Representatives District 53).
 
+Represents [MO State House of Representatives District 53](/us/states/mo/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/tiffany-price.md b/data/jurisdictions/us/states/mo/people/tiffany-price.md
index db6295ff8c..72ea0fd47c 100644
--- a/data/jurisdictions/us/states/mo/people/tiffany-price.md
+++ b/data/jurisdictions/us/states/mo/people/tiffany-price.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 26"
+represents: "us/states/mo/districts/house/26"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 26 (MO State House of Representatives District 26).
 
+Represents [MO State House of Representatives District 26](/us/states/mo/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/tim-taylor.md b/data/jurisdictions/us/states/mo/people/tim-taylor.md
index c0142583ec..9cb522d5e2 100644
--- a/data/jurisdictions/us/states/mo/people/tim-taylor.md
+++ b/data/jurisdictions/us/states/mo/people/tim-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 48"
+represents: "us/states/mo/districts/house/48"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 48 (MO State House of Representatives District 48).
 
+Represents [MO State House of Representatives District 48](/us/states/mo/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/tony-harbison.md b/data/jurisdictions/us/states/mo/people/tony-harbison.md
index 999fdb7dc0..f3ee2b349d 100644
--- a/data/jurisdictions/us/states/mo/people/tony-harbison.md
+++ b/data/jurisdictions/us/states/mo/people/tony-harbison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 144"
+represents: "us/states/mo/districts/house/144"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 144 (MO State House of Representatives District 144).
 
+Represents [MO State House of Representatives District 144](/us/states/mo/districts/house/144.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/tony-luetkemeyer.md b/data/jurisdictions/us/states/mo/people/tony-luetkemeyer.md
index ce4a9548b5..7858c4e0b1 100644
--- a/data/jurisdictions/us/states/mo/people/tony-luetkemeyer.md
+++ b/data/jurisdictions/us/states/mo/people/tony-luetkemeyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 34"
+represents: "us/states/mo/districts/senate/34"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 34 (MO State Senate District 34).
 
+Represents [MO State Senate District 34](/us/states/mo/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/tonya-rush.md b/data/jurisdictions/us/states/mo/people/tonya-rush.md
index 46603629da..96c10a94c9 100644
--- a/data/jurisdictions/us/states/mo/people/tonya-rush.md
+++ b/data/jurisdictions/us/states/mo/people/tonya-rush.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 67"
+represents: "us/states/mo/districts/house/67"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 67 (MO State House of Representatives District 67).
 
+Represents [MO State House of Representatives District 67](/us/states/mo/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/tracy-mccreery.md b/data/jurisdictions/us/states/mo/people/tracy-mccreery.md
index cba4180204..ab6befebae 100644
--- a/data/jurisdictions/us/states/mo/people/tracy-mccreery.md
+++ b/data/jurisdictions/us/states/mo/people/tracy-mccreery.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 24"
+represents: "us/states/mo/districts/senate/24"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 24 (MO State Senate District 24).
 
+Represents [MO State Senate District 24](/us/states/mo/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/travis-fitzwater.md b/data/jurisdictions/us/states/mo/people/travis-fitzwater.md
index 2bc66d8b91..a8e05ac727 100644
--- a/data/jurisdictions/us/states/mo/people/travis-fitzwater.md
+++ b/data/jurisdictions/us/states/mo/people/travis-fitzwater.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State Senate District 10"
+represents: "us/states/mo/districts/senate/10"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO Senate District 10 (MO State Senate District 10).
 
+Represents [MO State Senate District 10](/us/states/mo/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/travis-wilson.md b/data/jurisdictions/us/states/mo/people/travis-wilson.md
index 33de07a4b9..4a04eb53fa 100644
--- a/data/jurisdictions/us/states/mo/people/travis-wilson.md
+++ b/data/jurisdictions/us/states/mo/people/travis-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 106"
+represents: "us/states/mo/districts/house/106"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 106 (MO State House of Representatives District 106).
 
+Represents [MO State House of Representatives District 106](/us/states/mo/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/tricia-byrnes.md b/data/jurisdictions/us/states/mo/people/tricia-byrnes.md
index f5030f9885..2808173de9 100644
--- a/data/jurisdictions/us/states/mo/people/tricia-byrnes.md
+++ b/data/jurisdictions/us/states/mo/people/tricia-byrnes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 63"
+represents: "us/states/mo/districts/house/63"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 63 (MO State House of Representatives District 63).
 
+Represents [MO State House of Representatives District 63](/us/states/mo/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/wendy-hausman.md b/data/jurisdictions/us/states/mo/people/wendy-hausman.md
index 2e836f99de..0bc62f1aaf 100644
--- a/data/jurisdictions/us/states/mo/people/wendy-hausman.md
+++ b/data/jurisdictions/us/states/mo/people/wendy-hausman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 65"
+represents: "us/states/mo/districts/house/65"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 65 (MO State House of Representatives District 65).
 
+Represents [MO State House of Representatives District 65](/us/states/mo/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/wick-thomas.md b/data/jurisdictions/us/states/mo/people/wick-thomas.md
index 4a35e78faf..b72c17acb6 100644
--- a/data/jurisdictions/us/states/mo/people/wick-thomas.md
+++ b/data/jurisdictions/us/states/mo/people/wick-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 19"
+represents: "us/states/mo/districts/house/19"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 19 (MO State House of Representatives District 19).
 
+Represents [MO State House of Representatives District 19](/us/states/mo/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/will-jobe.md b/data/jurisdictions/us/states/mo/people/will-jobe.md
index 320ad3479e..c19c55bed5 100644
--- a/data/jurisdictions/us/states/mo/people/will-jobe.md
+++ b/data/jurisdictions/us/states/mo/people/will-jobe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 21"
+represents: "us/states/mo/districts/house/21"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 21 (MO State House of Representatives District 21).
 
+Represents [MO State House of Representatives District 21](/us/states/mo/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/willard-haley.md b/data/jurisdictions/us/states/mo/people/willard-haley.md
index 740aa3eaea..0eadb4287d 100644
--- a/data/jurisdictions/us/states/mo/people/willard-haley.md
+++ b/data/jurisdictions/us/states/mo/people/willard-haley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 58"
+represents: "us/states/mo/districts/house/58"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 58 (MO State House of Representatives District 58).
 
+Represents [MO State House of Representatives District 58](/us/states/mo/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/yolanda-young.md b/data/jurisdictions/us/states/mo/people/yolanda-young.md
index feae1a3b7c..bf779eb293 100644
--- a/data/jurisdictions/us/states/mo/people/yolanda-young.md
+++ b/data/jurisdictions/us/states/mo/people/yolanda-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 22"
+represents: "us/states/mo/districts/house/22"
 tenure:
   start: "2020-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 22 (MO State House of Representatives District 22).
 
+Represents [MO State House of Representatives District 22](/us/states/mo/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mo/people/yolonda-fountain-henderson.md b/data/jurisdictions/us/states/mo/people/yolonda-fountain-henderson.md
index 2e98d1b149..f60ab9eb5e 100644
--- a/data/jurisdictions/us/states/mo/people/yolonda-fountain-henderson.md
+++ b/data/jurisdictions/us/states/mo/people/yolonda-fountain-henderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MO"
 district: "MO State House of Representatives District 85"
+represents: "us/states/mo/districts/house/85"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MO House District 85 (MO State House of Representatives District 85).
 
+Represents [MO State House of Representatives District 85](/us/states/mo/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/counties/adams/index.md b/data/jurisdictions/us/states/ms/counties/adams/index.md
index 4644848809..4399caa33b 100644
--- a/data/jurisdictions/us/states/ms/counties/adams/index.md
+++ b/data/jurisdictions/us/states/ms/counties/adams/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 14
   hispanic: 1012
   bachelors_plus: 5510
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9959
+  - to: "us/states/ms/districts/senate/37"
+    rel: in-district
+    area_weight: 0.6178
+  - to: "us/states/ms/districts/senate/38"
+    rel: in-district
+    area_weight: 0.3815
+  - to: "us/states/ms/districts/house/94"
+    rel: in-district
+    area_weight: 0.4345
+  - to: "us/states/ms/districts/house/96"
+    rel: in-district
+    area_weight: 0.3132
+  - to: "us/states/ms/districts/house/97"
+    rel: in-district
+    area_weight: 0.2517
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1012 |
 | Bachelor's or higher | 5510 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 37](/us/states/ms/districts/senate/37.md) — 62% (state senate)
+- [MS Senate District 38](/us/states/ms/districts/senate/38.md) — 38% (state senate)
+- [MS House District 94](/us/states/ms/districts/house/94.md) — 43% (state house)
+- [MS House District 96](/us/states/ms/districts/house/96.md) — 31% (state house)
+- [MS House District 97](/us/states/ms/districts/house/97.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/alcorn/index.md b/data/jurisdictions/us/states/ms/counties/alcorn/index.md
index 1fcfdebfea..83f3e1d940 100644
--- a/data/jurisdictions/us/states/ms/counties/alcorn/index.md
+++ b/data/jurisdictions/us/states/ms/counties/alcorn/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 29
   hispanic: 1308
   bachelors_plus: 5962
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/2"
+    rel: in-district
+    area_weight: 0.5395
+  - to: "us/states/ms/districts/house/1"
+    rel: in-district
+    area_weight: 0.2023
+  - to: "us/states/ms/districts/house/4"
+    rel: in-district
+    area_weight: 0.1606
+  - to: "us/states/ms/districts/house/3"
+    rel: in-district
+    area_weight: 0.0975
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1308 |
 | Bachelor's or higher | 5962 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 4](/us/states/ms/districts/senate/4.md) — 100% (state senate)
+- [MS House District 2](/us/states/ms/districts/house/2.md) — 54% (state house)
+- [MS House District 1](/us/states/ms/districts/house/1.md) — 20% (state house)
+- [MS House District 4](/us/states/ms/districts/house/4.md) — 16% (state house)
+- [MS House District 3](/us/states/ms/districts/house/3.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/amite/index.md b/data/jurisdictions/us/states/ms/counties/amite/index.md
index 2f79ed8ff9..04acf56f5d 100644
--- a/data/jurisdictions/us/states/ms/counties/amite/index.md
+++ b/data/jurisdictions/us/states/ms/counties/amite/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 34
   hispanic: 10
   bachelors_plus: 1526
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/senate/38"
+    rel: in-district
+    area_weight: 0.6054
+  - to: "us/states/ms/districts/senate/39"
+    rel: in-district
+    area_weight: 0.3944
+  - to: "us/states/ms/districts/house/96"
+    rel: in-district
+    area_weight: 0.6527
+  - to: "us/states/ms/districts/house/97"
+    rel: in-district
+    area_weight: 0.347
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 10 |
 | Bachelor's or higher | 1526 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 38](/us/states/ms/districts/senate/38.md) — 61% (state senate)
+- [MS Senate District 39](/us/states/ms/districts/senate/39.md) — 39% (state senate)
+- [MS House District 96](/us/states/ms/districts/house/96.md) — 65% (state house)
+- [MS House District 97](/us/states/ms/districts/house/97.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/attala/index.md b/data/jurisdictions/us/states/ms/counties/attala/index.md
index 830def7eee..68fdf634f8 100644
--- a/data/jurisdictions/us/states/ms/counties/attala/index.md
+++ b/data/jurisdictions/us/states/ms/counties/attala/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 5
   hispanic: 377
   bachelors_plus: 3142
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/14"
+    rel: in-district
+    area_weight: 0.6406
+  - to: "us/states/ms/districts/senate/21"
+    rel: in-district
+    area_weight: 0.3593
+  - to: "us/states/ms/districts/house/48"
+    rel: in-district
+    area_weight: 0.7839
+  - to: "us/states/ms/districts/house/27"
+    rel: in-district
+    area_weight: 0.1367
+  - to: "us/states/ms/districts/house/47"
+    rel: in-district
+    area_weight: 0.0793
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 377 |
 | Bachelor's or higher | 3142 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 14](/us/states/ms/districts/senate/14.md) — 64% (state senate)
+- [MS Senate District 21](/us/states/ms/districts/senate/21.md) — 36% (state senate)
+- [MS House District 48](/us/states/ms/districts/house/48.md) — 78% (state house)
+- [MS House District 27](/us/states/ms/districts/house/27.md) — 14% (state house)
+- [MS House District 47](/us/states/ms/districts/house/47.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/benton/index.md b/data/jurisdictions/us/states/ms/counties/benton/index.md
index 9bd71d8f80..277283c542 100644
--- a/data/jurisdictions/us/states/ms/counties/benton/index.md
+++ b/data/jurisdictions/us/states/ms/counties/benton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 7
   hispanic: 183
   bachelors_plus: 961
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/house/13"
+    rel: in-district
+    area_weight: 0.7932
+  - to: "us/states/ms/districts/house/5"
+    rel: in-district
+    area_weight: 0.2065
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 183 |
 | Bachelor's or higher | 961 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 3](/us/states/ms/districts/senate/3.md) — 100% (state senate)
+- [MS House District 13](/us/states/ms/districts/house/13.md) — 79% (state house)
+- [MS House District 5](/us/states/ms/districts/house/5.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/bolivar/index.md b/data/jurisdictions/us/states/ms/counties/bolivar/index.md
index e3d383afb3..b369d2c954 100644
--- a/data/jurisdictions/us/states/ms/counties/bolivar/index.md
+++ b/data/jurisdictions/us/states/ms/counties/bolivar/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 12
   hispanic: 787
   bachelors_plus: 7780
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/ms/districts/senate/12"
+    rel: in-district
+    area_weight: 0.7413
+  - to: "us/states/ms/districts/senate/13"
+    rel: in-district
+    area_weight: 0.2582
+  - to: "us/states/ms/districts/house/29"
+    rel: in-district
+    area_weight: 0.6493
+  - to: "us/states/ms/districts/house/50"
+    rel: in-district
+    area_weight: 0.2052
+  - to: "us/states/ms/districts/house/26"
+    rel: in-district
+    area_weight: 0.0872
+  - to: "us/states/ms/districts/house/31"
+    rel: in-district
+    area_weight: 0.0578
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 787 |
 | Bachelor's or higher | 7780 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 12](/us/states/ms/districts/senate/12.md) — 74% (state senate)
+- [MS Senate District 13](/us/states/ms/districts/senate/13.md) — 26% (state senate)
+- [MS House District 29](/us/states/ms/districts/house/29.md) — 65% (state house)
+- [MS House District 50](/us/states/ms/districts/house/50.md) — 21% (state house)
+- [MS House District 26](/us/states/ms/districts/house/26.md) — 9% (state house)
+- [MS House District 31](/us/states/ms/districts/house/31.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/calhoun/index.md b/data/jurisdictions/us/states/ms/counties/calhoun/index.md
index 91cf09b114..8fe50f9463 100644
--- a/data/jurisdictions/us/states/ms/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/ms/counties/calhoun/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 814
   bachelors_plus: 1471
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ms/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/house/23"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 814 |
 | Bachelor's or higher | 1471 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 8](/us/states/ms/districts/senate/8.md) — 100% (state senate)
+- [MS House District 23](/us/states/ms/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/carroll/index.md b/data/jurisdictions/us/states/ms/counties/carroll/index.md
index ed062e4cbd..6e299f2838 100644
--- a/data/jurisdictions/us/states/ms/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/ms/counties/carroll/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 0
   hispanic: 0
   bachelors_plus: 1953
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/46"
+    rel: in-district
+    area_weight: 0.8274
+  - to: "us/states/ms/districts/house/48"
+    rel: in-district
+    area_weight: 0.1334
+  - to: "us/states/ms/districts/house/34"
+    rel: in-district
+    area_weight: 0.0391
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 1953 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 14](/us/states/ms/districts/senate/14.md) — 100% (state senate)
+- [MS House District 46](/us/states/ms/districts/house/46.md) — 83% (state house)
+- [MS House District 48](/us/states/ms/districts/house/48.md) — 13% (state house)
+- [MS House District 34](/us/states/ms/districts/house/34.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/chickasaw/index.md b/data/jurisdictions/us/states/ms/counties/chickasaw/index.md
index 8333034a0d..aba964e9aa 100644
--- a/data/jurisdictions/us/states/ms/counties/chickasaw/index.md
+++ b/data/jurisdictions/us/states/ms/counties/chickasaw/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 7
   hispanic: 189
   bachelors_plus: 1854
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/22"
+    rel: in-district
+    area_weight: 0.7699
+  - to: "us/states/ms/districts/house/16"
+    rel: in-district
+    area_weight: 0.1567
+  - to: "us/states/ms/districts/house/36"
+    rel: in-district
+    area_weight: 0.0733
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 189 |
 | Bachelor's or higher | 1854 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 8](/us/states/ms/districts/senate/8.md) — 100% (state senate)
+- [MS House District 22](/us/states/ms/districts/house/22.md) — 77% (state house)
+- [MS House District 16](/us/states/ms/districts/house/16.md) — 16% (state house)
+- [MS House District 36](/us/states/ms/districts/house/36.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/choctaw/index.md b/data/jurisdictions/us/states/ms/counties/choctaw/index.md
index dba9a604c2..8b64d394bd 100644
--- a/data/jurisdictions/us/states/ms/counties/choctaw/index.md
+++ b/data/jurisdictions/us/states/ms/counties/choctaw/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 154
   bachelors_plus: 1589
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ms/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/35"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 154 |
 | Bachelor's or higher | 1589 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 15](/us/states/ms/districts/senate/15.md) — 100% (state senate)
+- [MS House District 35](/us/states/ms/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/claiborne/index.md b/data/jurisdictions/us/states/ms/counties/claiborne/index.md
index a346bcba56..21aebfb6dd 100644
--- a/data/jurisdictions/us/states/ms/counties/claiborne/index.md
+++ b/data/jurisdictions/us/states/ms/counties/claiborne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 25
   bachelors_plus: 1411
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/senate/37"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ms/districts/house/85"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 25 |
 | Bachelor's or higher | 1411 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 37](/us/states/ms/districts/senate/37.md) — 100% (state senate)
+- [MS House District 85](/us/states/ms/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/clarke/index.md b/data/jurisdictions/us/states/ms/counties/clarke/index.md
index 715ff03bec..996412f540 100644
--- a/data/jurisdictions/us/states/ms/counties/clarke/index.md
+++ b/data/jurisdictions/us/states/ms/counties/clarke/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 66
   hispanic: 166
   bachelors_plus: 2549
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ms/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/house/84"
+    rel: in-district
+    area_weight: 0.6685
+  - to: "us/states/ms/districts/house/80"
+    rel: in-district
+    area_weight: 0.2236
+  - to: "us/states/ms/districts/house/81"
+    rel: in-district
+    area_weight: 0.1077
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 166 |
 | Bachelor's or higher | 2549 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 33](/us/states/ms/districts/senate/33.md) — 100% (state senate)
+- [MS House District 84](/us/states/ms/districts/house/84.md) — 67% (state house)
+- [MS House District 80](/us/states/ms/districts/house/80.md) — 22% (state house)
+- [MS House District 81](/us/states/ms/districts/house/81.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/clay/index.md b/data/jurisdictions/us/states/ms/counties/clay/index.md
index 9d1daba085..6deaa89d4b 100644
--- a/data/jurisdictions/us/states/ms/counties/clay/index.md
+++ b/data/jurisdictions/us/states/ms/counties/clay/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 0
   hispanic: 36
   bachelors_plus: 3031
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ms/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ms/districts/house/36"
+    rel: in-district
+    area_weight: 0.944
+  - to: "us/states/ms/districts/house/37"
+    rel: in-district
+    area_weight: 0.0414
+  - to: "us/states/ms/districts/house/38"
+    rel: in-district
+    area_weight: 0.0145
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 36 |
 | Bachelor's or higher | 3031 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 16](/us/states/ms/districts/senate/16.md) — 100% (state senate)
+- [MS House District 36](/us/states/ms/districts/house/36.md) — 94% (state house)
+- [MS House District 37](/us/states/ms/districts/house/37.md) — 4% (state house)
+- [MS House District 38](/us/states/ms/districts/house/38.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/coahoma/index.md b/data/jurisdictions/us/states/ms/counties/coahoma/index.md
index 5e43c0d81a..10c93e943a 100644
--- a/data/jurisdictions/us/states/ms/counties/coahoma/index.md
+++ b/data/jurisdictions/us/states/ms/counties/coahoma/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 135
   hispanic: 636
   bachelors_plus: 3542
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/ms/districts/senate/12"
+    rel: in-district
+    area_weight: 0.7499
+  - to: "us/states/ms/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2496
+  - to: "us/states/ms/districts/house/26"
+    rel: in-district
+    area_weight: 0.7346
+  - to: "us/states/ms/districts/house/9"
+    rel: in-district
+    area_weight: 0.2649
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 636 |
 | Bachelor's or higher | 3542 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 12](/us/states/ms/districts/senate/12.md) — 75% (state senate)
+- [MS Senate District 11](/us/states/ms/districts/senate/11.md) — 25% (state senate)
+- [MS House District 26](/us/states/ms/districts/house/26.md) — 73% (state house)
+- [MS House District 9](/us/states/ms/districts/house/9.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/copiah/index.md b/data/jurisdictions/us/states/ms/counties/copiah/index.md
index 44ae2bcff3..106c62c72a 100644
--- a/data/jurisdictions/us/states/ms/counties/copiah/index.md
+++ b/data/jurisdictions/us/states/ms/counties/copiah/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 12
   hispanic: 1287
   bachelors_plus: 4807
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/ms/districts/senate/37"
+    rel: in-district
+    area_weight: 0.6266
+  - to: "us/states/ms/districts/senate/35"
+    rel: in-district
+    area_weight: 0.3732
+  - to: "us/states/ms/districts/house/76"
+    rel: in-district
+    area_weight: 0.654
+  - to: "us/states/ms/districts/house/92"
+    rel: in-district
+    area_weight: 0.2928
+  - to: "us/states/ms/districts/house/62"
+    rel: in-district
+    area_weight: 0.053
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1287 |
 | Bachelor's or higher | 4807 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 37](/us/states/ms/districts/senate/37.md) — 63% (state senate)
+- [MS Senate District 35](/us/states/ms/districts/senate/35.md) — 37% (state senate)
+- [MS House District 76](/us/states/ms/districts/house/76.md) — 65% (state house)
+- [MS House District 92](/us/states/ms/districts/house/92.md) — 29% (state house)
+- [MS House District 62](/us/states/ms/districts/house/62.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/covington/index.md b/data/jurisdictions/us/states/ms/counties/covington/index.md
index 0b8c49515f..fd177b6dc9 100644
--- a/data/jurisdictions/us/states/ms/counties/covington/index.md
+++ b/data/jurisdictions/us/states/ms/counties/covington/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 5
   hispanic: 471
   bachelors_plus: 2830
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/senate/41"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ms/districts/house/90"
+    rel: in-district
+    area_weight: 0.8742
+  - to: "us/states/ms/districts/house/91"
+    rel: in-district
+    area_weight: 0.1257
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 471 |
 | Bachelor's or higher | 2830 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 41](/us/states/ms/districts/senate/41.md) — 100% (state senate)
+- [MS House District 90](/us/states/ms/districts/house/90.md) — 87% (state house)
+- [MS House District 91](/us/states/ms/districts/house/91.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/desoto/index.md b/data/jurisdictions/us/states/ms/counties/desoto/index.md
index 2692521d29..e2b2fcb651 100644
--- a/data/jurisdictions/us/states/ms/counties/desoto/index.md
+++ b/data/jurisdictions/us/states/ms/counties/desoto/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 466
   hispanic: 11068
   bachelors_plus: 49901
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ms/districts/senate/1"
+    rel: in-district
+    area_weight: 0.3834
+  - to: "us/states/ms/districts/senate/19"
+    rel: in-district
+    area_weight: 0.3253
+  - to: "us/states/ms/districts/senate/11"
+    rel: in-district
+    area_weight: 0.185
+  - to: "us/states/ms/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1055
+  - to: "us/states/ms/districts/house/25"
+    rel: in-district
+    area_weight: 0.2365
+  - to: "us/states/ms/districts/house/28"
+    rel: in-district
+    area_weight: 0.2245
+  - to: "us/states/ms/districts/house/9"
+    rel: in-district
+    area_weight: 0.1444
+  - to: "us/states/ms/districts/house/6"
+    rel: in-district
+    area_weight: 0.1138
+  - to: "us/states/ms/districts/house/24"
+    rel: in-district
+    area_weight: 0.1131
+  - to: "us/states/ms/districts/house/52"
+    rel: in-district
+    area_weight: 0.0588
+  - to: "us/states/ms/districts/house/7"
+    rel: in-district
+    area_weight: 0.0425
+  - to: "us/states/ms/districts/house/20"
+    rel: in-district
+    area_weight: 0.0355
+  - to: "us/states/ms/districts/house/40"
+    rel: in-district
+    area_weight: 0.0301
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 11068 |
 | Bachelor's or higher | 49901 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 1](/us/states/ms/districts/senate/1.md) — 38% (state senate)
+- [MS Senate District 19](/us/states/ms/districts/senate/19.md) — 33% (state senate)
+- [MS Senate District 11](/us/states/ms/districts/senate/11.md) — 18% (state senate)
+- [MS Senate District 2](/us/states/ms/districts/senate/2.md) — 11% (state senate)
+- [MS House District 25](/us/states/ms/districts/house/25.md) — 24% (state house)
+- [MS House District 28](/us/states/ms/districts/house/28.md) — 22% (state house)
+- [MS House District 9](/us/states/ms/districts/house/9.md) — 14% (state house)
+- [MS House District 6](/us/states/ms/districts/house/6.md) — 11% (state house)
+- [MS House District 24](/us/states/ms/districts/house/24.md) — 11% (state house)
+- [MS House District 52](/us/states/ms/districts/house/52.md) — 6% (state house)
+- [MS House District 7](/us/states/ms/districts/house/7.md) — 4% (state house)
+- [MS House District 20](/us/states/ms/districts/house/20.md) — 4% (state house)
+- [MS House District 40](/us/states/ms/districts/house/40.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/forrest/index.md b/data/jurisdictions/us/states/ms/counties/forrest/index.md
index aef40c7a35..d31534805c 100644
--- a/data/jurisdictions/us/states/ms/counties/forrest/index.md
+++ b/data/jurisdictions/us/states/ms/counties/forrest/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 156
   hispanic: 3428
   bachelors_plus: 20815
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/45"
+    rel: in-district
+    area_weight: 0.8114
+  - to: "us/states/ms/districts/senate/42"
+    rel: in-district
+    area_weight: 0.1028
+  - to: "us/states/ms/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0857
+  - to: "us/states/ms/districts/house/104"
+    rel: in-district
+    area_weight: 0.724
+  - to: "us/states/ms/districts/house/103"
+    rel: in-district
+    area_weight: 0.1115
+  - to: "us/states/ms/districts/house/87"
+    rel: in-district
+    area_weight: 0.0597
+  - to: "us/states/ms/districts/house/90"
+    rel: in-district
+    area_weight: 0.0592
+  - to: "us/states/ms/districts/house/102"
+    rel: in-district
+    area_weight: 0.0451
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3428 |
 | Bachelor's or higher | 20815 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 100% (congressional)
+- [MS Senate District 45](/us/states/ms/districts/senate/45.md) — 81% (state senate)
+- [MS Senate District 42](/us/states/ms/districts/senate/42.md) — 10% (state senate)
+- [MS Senate District 34](/us/states/ms/districts/senate/34.md) — 9% (state senate)
+- [MS House District 104](/us/states/ms/districts/house/104.md) — 72% (state house)
+- [MS House District 103](/us/states/ms/districts/house/103.md) — 11% (state house)
+- [MS House District 87](/us/states/ms/districts/house/87.md) — 6% (state house)
+- [MS House District 90](/us/states/ms/districts/house/90.md) — 6% (state house)
+- [MS House District 102](/us/states/ms/districts/house/102.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/franklin/index.md b/data/jurisdictions/us/states/ms/counties/franklin/index.md
index 6b6c15adef..43abd5465e 100644
--- a/data/jurisdictions/us/states/ms/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/ms/counties/franklin/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 0
   hispanic: 81
   bachelors_plus: 1490
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/senate/37"
+    rel: in-district
+    area_weight: 0.7492
+  - to: "us/states/ms/districts/senate/39"
+    rel: in-district
+    area_weight: 0.2508
+  - to: "us/states/ms/districts/house/85"
+    rel: in-district
+    area_weight: 0.4239
+  - to: "us/states/ms/districts/house/53"
+    rel: in-district
+    area_weight: 0.2507
+  - to: "us/states/ms/districts/house/97"
+    rel: in-district
+    area_weight: 0.166
+  - to: "us/states/ms/districts/house/94"
+    rel: in-district
+    area_weight: 0.1593
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 81 |
 | Bachelor's or higher | 1490 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 37](/us/states/ms/districts/senate/37.md) — 75% (state senate)
+- [MS Senate District 39](/us/states/ms/districts/senate/39.md) — 25% (state senate)
+- [MS House District 85](/us/states/ms/districts/house/85.md) — 42% (state house)
+- [MS House District 53](/us/states/ms/districts/house/53.md) — 25% (state house)
+- [MS House District 97](/us/states/ms/districts/house/97.md) — 17% (state house)
+- [MS House District 94](/us/states/ms/districts/house/94.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/george/index.md b/data/jurisdictions/us/states/ms/counties/george/index.md
index 3214622ee6..88dfe14d36 100644
--- a/data/jurisdictions/us/states/ms/counties/george/index.md
+++ b/data/jurisdictions/us/states/ms/counties/george/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 28
   hispanic: 786
   bachelors_plus: 3691
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/43"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/107"
+    rel: in-district
+    area_weight: 0.6901
+  - to: "us/states/ms/districts/house/109"
+    rel: in-district
+    area_weight: 0.1779
+  - to: "us/states/ms/districts/house/105"
+    rel: in-district
+    area_weight: 0.132
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 786 |
 | Bachelor's or higher | 3691 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 100% (congressional)
+- [MS Senate District 43](/us/states/ms/districts/senate/43.md) — 100% (state senate)
+- [MS House District 107](/us/states/ms/districts/house/107.md) — 69% (state house)
+- [MS House District 109](/us/states/ms/districts/house/109.md) — 18% (state house)
+- [MS House District 105](/us/states/ms/districts/house/105.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/greene/index.md b/data/jurisdictions/us/states/ms/counties/greene/index.md
index 33c31dc093..1fcf4d78ce 100644
--- a/data/jurisdictions/us/states/ms/counties/greene/index.md
+++ b/data/jurisdictions/us/states/ms/counties/greene/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 164
   hispanic: 198
   bachelors_plus: 1530
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/43"
+    rel: in-district
+    area_weight: 0.8541
+  - to: "us/states/ms/districts/senate/42"
+    rel: in-district
+    area_weight: 0.1457
+  - to: "us/states/ms/districts/house/105"
+    rel: in-district
+    area_weight: 0.8248
+  - to: "us/states/ms/districts/house/86"
+    rel: in-district
+    area_weight: 0.175
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 198 |
 | Bachelor's or higher | 1530 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 100% (congressional)
+- [MS Senate District 43](/us/states/ms/districts/senate/43.md) — 85% (state senate)
+- [MS Senate District 42](/us/states/ms/districts/senate/42.md) — 15% (state senate)
+- [MS House District 105](/us/states/ms/districts/house/105.md) — 82% (state house)
+- [MS House District 86](/us/states/ms/districts/house/86.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/grenada/index.md b/data/jurisdictions/us/states/ms/counties/grenada/index.md
index 1323950ac6..c177cd4a8a 100644
--- a/data/jurisdictions/us/states/ms/counties/grenada/index.md
+++ b/data/jurisdictions/us/states/ms/counties/grenada/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 8
   hispanic: 102
   bachelors_plus: 4397
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/house/34"
+    rel: in-district
+    area_weight: 0.7928
+  - to: "us/states/ms/districts/house/30"
+    rel: in-district
+    area_weight: 0.1885
+  - to: "us/states/ms/districts/house/46"
+    rel: in-district
+    area_weight: 0.0187
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 102 |
 | Bachelor's or higher | 4397 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 14](/us/states/ms/districts/senate/14.md) — 100% (state senate)
+- [MS House District 34](/us/states/ms/districts/house/34.md) — 79% (state house)
+- [MS House District 30](/us/states/ms/districts/house/30.md) — 19% (state house)
+- [MS House District 46](/us/states/ms/districts/house/46.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/hancock/index.md b/data/jurisdictions/us/states/ms/counties/hancock/index.md
index 93433d300a..88a551c408 100644
--- a/data/jurisdictions/us/states/ms/counties/hancock/index.md
+++ b/data/jurisdictions/us/states/ms/counties/hancock/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 185
   hispanic: 1943
   bachelors_plus: 12948
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 0.8778
+  - to: "us/states/ms/districts/senate/46"
+    rel: in-district
+    area_weight: 0.8607
+  - to: "us/states/ms/districts/senate/48"
+    rel: in-district
+    area_weight: 0.0127
+  - to: "us/states/ms/districts/house/122"
+    rel: in-district
+    area_weight: 0.5372
+  - to: "us/states/ms/districts/house/93"
+    rel: in-district
+    area_weight: 0.2293
+  - to: "us/states/ms/districts/house/95"
+    rel: in-district
+    area_weight: 0.107
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1943 |
 | Bachelor's or higher | 12948 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 88% (congressional)
+- [MS Senate District 46](/us/states/ms/districts/senate/46.md) — 86% (state senate)
+- [MS Senate District 48](/us/states/ms/districts/senate/48.md) — 1% (state senate)
+- [MS House District 122](/us/states/ms/districts/house/122.md) — 54% (state house)
+- [MS House District 93](/us/states/ms/districts/house/93.md) — 23% (state house)
+- [MS House District 95](/us/states/ms/districts/house/95.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/harrison/index.md b/data/jurisdictions/us/states/ms/counties/harrison/index.md
index fdbd4cf62c..69ade61a35 100644
--- a/data/jurisdictions/us/states/ms/counties/harrison/index.md
+++ b/data/jurisdictions/us/states/ms/counties/harrison/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 687
   hispanic: 14638
   bachelors_plus: 53969
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 0.6188
+  - to: "us/states/ms/districts/senate/47"
+    rel: in-district
+    area_weight: 0.22
+  - to: "us/states/ms/districts/senate/46"
+    rel: in-district
+    area_weight: 0.1899
+  - to: "us/states/ms/districts/senate/48"
+    rel: in-district
+    area_weight: 0.0765
+  - to: "us/states/ms/districts/senate/50"
+    rel: in-district
+    area_weight: 0.07
+  - to: "us/states/ms/districts/senate/49"
+    rel: in-district
+    area_weight: 0.0419
+  - to: "us/states/ms/districts/house/116"
+    rel: in-district
+    area_weight: 0.2189
+  - to: "us/states/ms/districts/house/121"
+    rel: in-district
+    area_weight: 0.102
+  - to: "us/states/ms/districts/house/33"
+    rel: in-district
+    area_weight: 0.1012
+  - to: "us/states/ms/districts/house/95"
+    rel: in-district
+    area_weight: 0.0784
+  - to: "us/states/ms/districts/house/120"
+    rel: in-district
+    area_weight: 0.0244
+  - to: "us/states/ms/districts/house/119"
+    rel: in-district
+    area_weight: 0.0222
+  - to: "us/states/ms/districts/house/118"
+    rel: in-district
+    area_weight: 0.0197
+  - to: "us/states/ms/districts/house/115"
+    rel: in-district
+    area_weight: 0.017
+  - to: "us/states/ms/districts/house/117"
+    rel: in-district
+    area_weight: 0.0146
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 14638 |
 | Bachelor's or higher | 53969 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 62% (congressional)
+- [MS Senate District 47](/us/states/ms/districts/senate/47.md) — 22% (state senate)
+- [MS Senate District 46](/us/states/ms/districts/senate/46.md) — 19% (state senate)
+- [MS Senate District 48](/us/states/ms/districts/senate/48.md) — 8% (state senate)
+- [MS Senate District 50](/us/states/ms/districts/senate/50.md) — 7% (state senate)
+- [MS Senate District 49](/us/states/ms/districts/senate/49.md) — 4% (state senate)
+- [MS House District 116](/us/states/ms/districts/house/116.md) — 22% (state house)
+- [MS House District 121](/us/states/ms/districts/house/121.md) — 10% (state house)
+- [MS House District 33](/us/states/ms/districts/house/33.md) — 10% (state house)
+- [MS House District 95](/us/states/ms/districts/house/95.md) — 8% (state house)
+- [MS House District 120](/us/states/ms/districts/house/120.md) — 2% (state house)
+- [MS House District 119](/us/states/ms/districts/house/119.md) — 2% (state house)
+- [MS House District 118](/us/states/ms/districts/house/118.md) — 2% (state house)
+- [MS House District 115](/us/states/ms/districts/house/115.md) — 2% (state house)
+- [MS House District 117](/us/states/ms/districts/house/117.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/hinds/index.md b/data/jurisdictions/us/states/ms/counties/hinds/index.md
index db9e808c10..028cc917af 100644
--- a/data/jurisdictions/us/states/ms/counties/hinds/index.md
+++ b/data/jurisdictions/us/states/ms/counties/hinds/index.md
@@ -22,9 +22,72 @@ demographics:
   race_native: 556
   hispanic: 4690
   bachelors_plus: 64123
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9814
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.0186
+  - to: "us/states/ms/districts/senate/26"
+    rel: in-district
+    area_weight: 0.3633
+  - to: "us/states/ms/districts/senate/29"
+    rel: in-district
+    area_weight: 0.2385
+  - to: "us/states/ms/districts/senate/27"
+    rel: in-district
+    area_weight: 0.2061
+  - to: "us/states/ms/districts/senate/37"
+    rel: in-district
+    area_weight: 0.1181
+  - to: "us/states/ms/districts/senate/28"
+    rel: in-district
+    area_weight: 0.063
+  - to: "us/states/ms/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0106
+  - to: "us/states/ms/districts/house/63"
+    rel: in-district
+    area_weight: 0.5547
+  - to: "us/states/ms/districts/house/66"
+    rel: in-district
+    area_weight: 0.1821
+  - to: "us/states/ms/districts/house/70"
+    rel: in-district
+    area_weight: 0.061
+  - to: "us/states/ms/districts/house/56"
+    rel: in-district
+    area_weight: 0.0597
+  - to: "us/states/ms/districts/house/71"
+    rel: in-district
+    area_weight: 0.0369
+  - to: "us/states/ms/districts/house/76"
+    rel: in-district
+    area_weight: 0.0322
+  - to: "us/states/ms/districts/house/69"
+    rel: in-district
+    area_weight: 0.0173
+  - to: "us/states/ms/districts/house/64"
+    rel: in-district
+    area_weight: 0.0154
+  - to: "us/states/ms/districts/house/67"
+    rel: in-district
+    area_weight: 0.0143
+  - to: "us/states/ms/districts/house/72"
+    rel: in-district
+    area_weight: 0.0102
+  - to: "us/states/ms/districts/house/65"
+    rel: in-district
+    area_weight: 0.0083
+  - to: "us/states/ms/districts/house/68"
+    rel: in-district
+    area_weight: 0.0074
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +119,30 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 4690 |
 | Bachelor's or higher | 64123 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 98% (congressional)
+- [MS-03](/us/states/ms/districts/03.md) — 2% (congressional)
+- [MS Senate District 26](/us/states/ms/districts/senate/26.md) — 36% (state senate)
+- [MS Senate District 29](/us/states/ms/districts/senate/29.md) — 24% (state senate)
+- [MS Senate District 27](/us/states/ms/districts/senate/27.md) — 21% (state senate)
+- [MS Senate District 37](/us/states/ms/districts/senate/37.md) — 12% (state senate)
+- [MS Senate District 28](/us/states/ms/districts/senate/28.md) — 6% (state senate)
+- [MS Senate District 25](/us/states/ms/districts/senate/25.md) — 1% (state senate)
+- [MS House District 63](/us/states/ms/districts/house/63.md) — 55% (state house)
+- [MS House District 66](/us/states/ms/districts/house/66.md) — 18% (state house)
+- [MS House District 70](/us/states/ms/districts/house/70.md) — 6% (state house)
+- [MS House District 56](/us/states/ms/districts/house/56.md) — 6% (state house)
+- [MS House District 71](/us/states/ms/districts/house/71.md) — 4% (state house)
+- [MS House District 76](/us/states/ms/districts/house/76.md) — 3% (state house)
+- [MS House District 69](/us/states/ms/districts/house/69.md) — 2% (state house)
+- [MS House District 64](/us/states/ms/districts/house/64.md) — 2% (state house)
+- [MS House District 67](/us/states/ms/districts/house/67.md) — 1% (state house)
+- [MS House District 72](/us/states/ms/districts/house/72.md) — 1% (state house)
+- [MS House District 65](/us/states/ms/districts/house/65.md) — 1% (state house)
+- [MS House District 68](/us/states/ms/districts/house/68.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/holmes/index.md b/data/jurisdictions/us/states/ms/counties/holmes/index.md
index 393e20eed4..2e1af44fb1 100644
--- a/data/jurisdictions/us/states/ms/counties/holmes/index.md
+++ b/data/jurisdictions/us/states/ms/counties/holmes/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 19
   hispanic: 64
   bachelors_plus: 1977
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/47"
+    rel: in-district
+    area_weight: 0.681
+  - to: "us/states/ms/districts/house/51"
+    rel: in-district
+    area_weight: 0.2053
+  - to: "us/states/ms/districts/house/48"
+    rel: in-district
+    area_weight: 0.1137
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 64 |
 | Bachelor's or higher | 1977 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 21](/us/states/ms/districts/senate/21.md) — 100% (state senate)
+- [MS House District 47](/us/states/ms/districts/house/47.md) — 68% (state house)
+- [MS House District 51](/us/states/ms/districts/house/51.md) — 21% (state house)
+- [MS House District 48](/us/states/ms/districts/house/48.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/humphreys/index.md b/data/jurisdictions/us/states/ms/counties/humphreys/index.md
index 03b1d99f82..721c28a359 100644
--- a/data/jurisdictions/us/states/ms/counties/humphreys/index.md
+++ b/data/jurisdictions/us/states/ms/counties/humphreys/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 31
   bachelors_plus: 1465
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ms/districts/house/51"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 31 |
 | Bachelor's or higher | 1465 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 22](/us/states/ms/districts/senate/22.md) — 100% (state senate)
+- [MS House District 51](/us/states/ms/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/issaquena/index.md b/data/jurisdictions/us/states/ms/counties/issaquena/index.md
index ad78ae6619..50c9c9ef1f 100644
--- a/data/jurisdictions/us/states/ms/counties/issaquena/index.md
+++ b/data/jurisdictions/us/states/ms/counties/issaquena/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 16
   bachelors_plus: 112
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ms/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ms/districts/house/54"
+    rel: in-district
+    area_weight: 0.7898
+  - to: "us/states/ms/districts/house/50"
+    rel: in-district
+    area_weight: 0.2094
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 16 |
 | Bachelor's or higher | 112 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 23](/us/states/ms/districts/senate/23.md) — 100% (state senate)
+- [MS House District 54](/us/states/ms/districts/house/54.md) — 79% (state house)
+- [MS House District 50](/us/states/ms/districts/house/50.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/itawamba/index.md b/data/jurisdictions/us/states/ms/counties/itawamba/index.md
index 1613a40452..7a00dfa05e 100644
--- a/data/jurisdictions/us/states/ms/counties/itawamba/index.md
+++ b/data/jurisdictions/us/states/ms/counties/itawamba/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 19
   hispanic: 446
   bachelors_plus: 3621
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/5"
+    rel: in-district
+    area_weight: 0.6482
+  - to: "us/states/ms/districts/senate/7"
+    rel: in-district
+    area_weight: 0.3518
+  - to: "us/states/ms/districts/house/21"
+    rel: in-district
+    area_weight: 0.8424
+  - to: "us/states/ms/districts/house/19"
+    rel: in-district
+    area_weight: 0.1574
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 446 |
 | Bachelor's or higher | 3621 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 5](/us/states/ms/districts/senate/5.md) — 65% (state senate)
+- [MS Senate District 7](/us/states/ms/districts/senate/7.md) — 35% (state senate)
+- [MS House District 21](/us/states/ms/districts/house/21.md) — 84% (state house)
+- [MS House District 19](/us/states/ms/districts/house/19.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/jackson/index.md b/data/jurisdictions/us/states/ms/counties/jackson/index.md
index f86901316b..59658bfaa2 100644
--- a/data/jurisdictions/us/states/ms/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/ms/counties/jackson/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 652
   hispanic: 11070
   bachelors_plus: 36341
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 0.7378
+  - to: "us/states/ms/districts/senate/51"
+    rel: in-district
+    area_weight: 0.3376
+  - to: "us/states/ms/districts/senate/47"
+    rel: in-district
+    area_weight: 0.2985
+  - to: "us/states/ms/districts/senate/52"
+    rel: in-district
+    area_weight: 0.0793
+  - to: "us/states/ms/districts/house/109"
+    rel: in-district
+    area_weight: 0.3028
+  - to: "us/states/ms/districts/house/114"
+    rel: in-district
+    area_weight: 0.1423
+  - to: "us/states/ms/districts/house/111"
+    rel: in-district
+    area_weight: 0.1231
+  - to: "us/states/ms/districts/house/112"
+    rel: in-district
+    area_weight: 0.1047
+  - to: "us/states/ms/districts/house/110"
+    rel: in-district
+    area_weight: 0.0226
+  - to: "us/states/ms/districts/house/113"
+    rel: in-district
+    area_weight: 0.02
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 11070 |
 | Bachelor's or higher | 36341 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 74% (congressional)
+- [MS Senate District 51](/us/states/ms/districts/senate/51.md) — 34% (state senate)
+- [MS Senate District 47](/us/states/ms/districts/senate/47.md) — 30% (state senate)
+- [MS Senate District 52](/us/states/ms/districts/senate/52.md) — 8% (state senate)
+- [MS House District 109](/us/states/ms/districts/house/109.md) — 30% (state house)
+- [MS House District 114](/us/states/ms/districts/house/114.md) — 14% (state house)
+- [MS House District 111](/us/states/ms/districts/house/111.md) — 12% (state house)
+- [MS House District 112](/us/states/ms/districts/house/112.md) — 10% (state house)
+- [MS House District 110](/us/states/ms/districts/house/110.md) — 2% (state house)
+- [MS House District 113](/us/states/ms/districts/house/113.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/jasper/index.md b/data/jurisdictions/us/states/ms/counties/jasper/index.md
index 4a3edc584a..4c5e1816f6 100644
--- a/data/jurisdictions/us/states/ms/counties/jasper/index.md
+++ b/data/jurisdictions/us/states/ms/counties/jasper/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 0
   hispanic: 126
   bachelors_plus: 1725
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/house/84"
+    rel: in-district
+    area_weight: 0.6797
+  - to: "us/states/ms/districts/house/80"
+    rel: in-district
+    area_weight: 0.2316
+  - to: "us/states/ms/districts/house/79"
+    rel: in-district
+    area_weight: 0.0887
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 126 |
 | Bachelor's or higher | 1725 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 34](/us/states/ms/districts/senate/34.md) — 100% (state senate)
+- [MS House District 84](/us/states/ms/districts/house/84.md) — 68% (state house)
+- [MS House District 80](/us/states/ms/districts/house/80.md) — 23% (state house)
+- [MS House District 79](/us/states/ms/districts/house/79.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/jefferson-davis/index.md b/data/jurisdictions/us/states/ms/counties/jefferson-davis/index.md
index ff7da36933..74352baba1 100644
--- a/data/jurisdictions/us/states/ms/counties/jefferson-davis/index.md
+++ b/data/jurisdictions/us/states/ms/counties/jefferson-davis/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 5
   hispanic: 80
   bachelors_plus: 1371
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/house/91"
+    rel: in-district
+    area_weight: 0.8895
+  - to: "us/states/ms/districts/house/90"
+    rel: in-district
+    area_weight: 0.1104
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 80 |
 | Bachelor's or higher | 1371 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 35](/us/states/ms/districts/senate/35.md) — 100% (state senate)
+- [MS House District 91](/us/states/ms/districts/house/91.md) — 89% (state house)
+- [MS House District 90](/us/states/ms/districts/house/90.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/jefferson/index.md b/data/jurisdictions/us/states/ms/counties/jefferson/index.md
index be39329218..4e01b86946 100644
--- a/data/jurisdictions/us/states/ms/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/ms/counties/jefferson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 5
   hispanic: 143
   bachelors_plus: 921
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9965
+  - to: "us/states/ms/districts/senate/37"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ms/districts/house/85"
+    rel: in-district
+    area_weight: 0.5588
+  - to: "us/states/ms/districts/house/94"
+    rel: in-district
+    area_weight: 0.4409
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 143 |
 | Bachelor's or higher | 921 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 37](/us/states/ms/districts/senate/37.md) — 100% (state senate)
+- [MS House District 85](/us/states/ms/districts/house/85.md) — 56% (state house)
+- [MS House District 94](/us/states/ms/districts/house/94.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/jones/index.md b/data/jurisdictions/us/states/ms/counties/jones/index.md
index 8fc17cdda3..605b2bedd7 100644
--- a/data/jurisdictions/us/states/ms/counties/jones/index.md
+++ b/data/jurisdictions/us/states/ms/counties/jones/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 462
   hispanic: 4177
   bachelors_plus: 12512
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 0.9003
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.0997
+  - to: "us/states/ms/districts/senate/42"
+    rel: in-district
+    area_weight: 0.7237
+  - to: "us/states/ms/districts/senate/34"
+    rel: in-district
+    area_weight: 0.2762
+  - to: "us/states/ms/districts/house/88"
+    rel: in-district
+    area_weight: 0.6337
+  - to: "us/states/ms/districts/house/89"
+    rel: in-district
+    area_weight: 0.2153
+  - to: "us/states/ms/districts/house/80"
+    rel: in-district
+    area_weight: 0.0762
+  - to: "us/states/ms/districts/house/90"
+    rel: in-district
+    area_weight: 0.0748
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4177 |
 | Bachelor's or higher | 12512 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 90% (congressional)
+- [MS-03](/us/states/ms/districts/03.md) — 10% (congressional)
+- [MS Senate District 42](/us/states/ms/districts/senate/42.md) — 72% (state senate)
+- [MS Senate District 34](/us/states/ms/districts/senate/34.md) — 28% (state senate)
+- [MS House District 88](/us/states/ms/districts/house/88.md) — 63% (state house)
+- [MS House District 89](/us/states/ms/districts/house/89.md) — 22% (state house)
+- [MS House District 80](/us/states/ms/districts/house/80.md) — 8% (state house)
+- [MS House District 90](/us/states/ms/districts/house/90.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/kemper/index.md b/data/jurisdictions/us/states/ms/counties/kemper/index.md
index f7aaf8caae..20086cd7f8 100644
--- a/data/jurisdictions/us/states/ms/counties/kemper/index.md
+++ b/data/jurisdictions/us/states/ms/counties/kemper/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 240
   hispanic: 106
   bachelors_plus: 1596
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/house/45"
+    rel: in-district
+    area_weight: 0.6432
+  - to: "us/states/ms/districts/house/42"
+    rel: in-district
+    area_weight: 0.2459
+  - to: "us/states/ms/districts/house/83"
+    rel: in-district
+    area_weight: 0.1107
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 106 |
 | Bachelor's or higher | 1596 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 32](/us/states/ms/districts/senate/32.md) — 100% (state senate)
+- [MS House District 45](/us/states/ms/districts/house/45.md) — 64% (state house)
+- [MS House District 42](/us/states/ms/districts/house/42.md) — 25% (state house)
+- [MS House District 83](/us/states/ms/districts/house/83.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/lafayette/index.md b/data/jurisdictions/us/states/ms/counties/lafayette/index.md
index 56b0e26034..4e4345498f 100644
--- a/data/jurisdictions/us/states/ms/counties/lafayette/index.md
+++ b/data/jurisdictions/us/states/ms/counties/lafayette/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 58
   hispanic: 2151
   bachelors_plus: 23509
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ms/districts/senate/9"
+    rel: in-district
+    area_weight: 0.6079
+  - to: "us/states/ms/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2019
+  - to: "us/states/ms/districts/senate/8"
+    rel: in-district
+    area_weight: 0.1902
+  - to: "us/states/ms/districts/house/13"
+    rel: in-district
+    area_weight: 0.3001
+  - to: "us/states/ms/districts/house/23"
+    rel: in-district
+    area_weight: 0.2535
+  - to: "us/states/ms/districts/house/10"
+    rel: in-district
+    area_weight: 0.187
+  - to: "us/states/ms/districts/house/34"
+    rel: in-district
+    area_weight: 0.0757
+  - to: "us/states/ms/districts/house/12"
+    rel: in-district
+    area_weight: 0.0727
+  - to: "us/states/ms/districts/house/8"
+    rel: in-district
+    area_weight: 0.0644
+  - to: "us/states/ms/districts/house/5"
+    rel: in-district
+    area_weight: 0.0465
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2151 |
 | Bachelor's or higher | 23509 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 9](/us/states/ms/districts/senate/9.md) — 61% (state senate)
+- [MS Senate District 10](/us/states/ms/districts/senate/10.md) — 20% (state senate)
+- [MS Senate District 8](/us/states/ms/districts/senate/8.md) — 19% (state senate)
+- [MS House District 13](/us/states/ms/districts/house/13.md) — 30% (state house)
+- [MS House District 23](/us/states/ms/districts/house/23.md) — 25% (state house)
+- [MS House District 10](/us/states/ms/districts/house/10.md) — 19% (state house)
+- [MS House District 34](/us/states/ms/districts/house/34.md) — 8% (state house)
+- [MS House District 12](/us/states/ms/districts/house/12.md) — 7% (state house)
+- [MS House District 8](/us/states/ms/districts/house/8.md) — 6% (state house)
+- [MS House District 5](/us/states/ms/districts/house/5.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/lamar/index.md b/data/jurisdictions/us/states/ms/counties/lamar/index.md
index 857b2abb85..e47d00ff48 100644
--- a/data/jurisdictions/us/states/ms/counties/lamar/index.md
+++ b/data/jurisdictions/us/states/ms/counties/lamar/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 118
   hispanic: 2419
   bachelors_plus: 21044
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/senate/44"
+    rel: in-district
+    area_weight: 0.7853
+  - to: "us/states/ms/districts/senate/41"
+    rel: in-district
+    area_weight: 0.2146
+  - to: "us/states/ms/districts/house/87"
+    rel: in-district
+    area_weight: 0.3702
+  - to: "us/states/ms/districts/house/99"
+    rel: in-district
+    area_weight: 0.3062
+  - to: "us/states/ms/districts/house/100"
+    rel: in-district
+    area_weight: 0.1808
+  - to: "us/states/ms/districts/house/106"
+    rel: in-district
+    area_weight: 0.0756
+  - to: "us/states/ms/districts/house/101"
+    rel: in-district
+    area_weight: 0.0661
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 2419 |
 | Bachelor's or higher | 21044 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 100% (congressional)
+- [MS Senate District 44](/us/states/ms/districts/senate/44.md) — 79% (state senate)
+- [MS Senate District 41](/us/states/ms/districts/senate/41.md) — 21% (state senate)
+- [MS House District 87](/us/states/ms/districts/house/87.md) — 37% (state house)
+- [MS House District 99](/us/states/ms/districts/house/99.md) — 31% (state house)
+- [MS House District 100](/us/states/ms/districts/house/100.md) — 18% (state house)
+- [MS House District 106](/us/states/ms/districts/house/106.md) — 8% (state house)
+- [MS House District 101](/us/states/ms/districts/house/101.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/lauderdale/index.md b/data/jurisdictions/us/states/ms/counties/lauderdale/index.md
index 7e0131569b..adb39b1eb0 100644
--- a/data/jurisdictions/us/states/ms/counties/lauderdale/index.md
+++ b/data/jurisdictions/us/states/ms/counties/lauderdale/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 214
   hispanic: 1823
   bachelors_plus: 15932
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/33"
+    rel: in-district
+    area_weight: 0.7217
+  - to: "us/states/ms/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2068
+  - to: "us/states/ms/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0714
+  - to: "us/states/ms/districts/house/81"
+    rel: in-district
+    area_weight: 0.5256
+  - to: "us/states/ms/districts/house/83"
+    rel: in-district
+    area_weight: 0.2435
+  - to: "us/states/ms/districts/house/45"
+    rel: in-district
+    area_weight: 0.1849
+  - to: "us/states/ms/districts/house/82"
+    rel: in-district
+    area_weight: 0.0459
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1823 |
 | Bachelor's or higher | 15932 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 33](/us/states/ms/districts/senate/33.md) — 72% (state senate)
+- [MS Senate District 32](/us/states/ms/districts/senate/32.md) — 21% (state senate)
+- [MS Senate District 31](/us/states/ms/districts/senate/31.md) — 7% (state senate)
+- [MS House District 81](/us/states/ms/districts/house/81.md) — 53% (state house)
+- [MS House District 83](/us/states/ms/districts/house/83.md) — 24% (state house)
+- [MS House District 45](/us/states/ms/districts/house/45.md) — 18% (state house)
+- [MS House District 82](/us/states/ms/districts/house/82.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/lawrence/index.md b/data/jurisdictions/us/states/ms/counties/lawrence/index.md
index 75c4aec8c3..aa2cf5d596 100644
--- a/data/jurisdictions/us/states/ms/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/ms/counties/lawrence/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 45
   hispanic: 251
   bachelors_plus: 1345
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ms/districts/senate/35"
+    rel: in-district
+    area_weight: 0.5989
+  - to: "us/states/ms/districts/senate/39"
+    rel: in-district
+    area_weight: 0.401
+  - to: "us/states/ms/districts/house/91"
+    rel: in-district
+    area_weight: 0.5602
+  - to: "us/states/ms/districts/house/53"
+    rel: in-district
+    area_weight: 0.2623
+  - to: "us/states/ms/districts/house/92"
+    rel: in-district
+    area_weight: 0.0962
+  - to: "us/states/ms/districts/house/99"
+    rel: in-district
+    area_weight: 0.0812
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 251 |
 | Bachelor's or higher | 1345 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 35](/us/states/ms/districts/senate/35.md) — 60% (state senate)
+- [MS Senate District 39](/us/states/ms/districts/senate/39.md) — 40% (state senate)
+- [MS House District 91](/us/states/ms/districts/house/91.md) — 56% (state house)
+- [MS House District 53](/us/states/ms/districts/house/53.md) — 26% (state house)
+- [MS House District 92](/us/states/ms/districts/house/92.md) — 10% (state house)
+- [MS House District 99](/us/states/ms/districts/house/99.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/leake/index.md b/data/jurisdictions/us/states/ms/counties/leake/index.md
index 382ed2cbbe..befd8f15cd 100644
--- a/data/jurisdictions/us/states/ms/counties/leake/index.md
+++ b/data/jurisdictions/us/states/ms/counties/leake/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1327
   hispanic: 1403
   bachelors_plus: 3160
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ms/districts/senate/18"
+    rel: in-district
+    area_weight: 0.8513
+  - to: "us/states/ms/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1486
+  - to: "us/states/ms/districts/house/27"
+    rel: in-district
+    area_weight: 0.4833
+  - to: "us/states/ms/districts/house/48"
+    rel: in-district
+    area_weight: 0.3865
+  - to: "us/states/ms/districts/house/78"
+    rel: in-district
+    area_weight: 0.0977
+  - to: "us/states/ms/districts/house/44"
+    rel: in-district
+    area_weight: 0.0325
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 1403 |
 | Bachelor's or higher | 3160 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 18](/us/states/ms/districts/senate/18.md) — 85% (state senate)
+- [MS Senate District 21](/us/states/ms/districts/senate/21.md) — 15% (state senate)
+- [MS House District 27](/us/states/ms/districts/house/27.md) — 48% (state house)
+- [MS House District 48](/us/states/ms/districts/house/48.md) — 39% (state house)
+- [MS House District 78](/us/states/ms/districts/house/78.md) — 10% (state house)
+- [MS House District 44](/us/states/ms/districts/house/44.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/lee/index.md b/data/jurisdictions/us/states/ms/counties/lee/index.md
index 8257ceadaf..55750dfd3a 100644
--- a/data/jurisdictions/us/states/ms/counties/lee/index.md
+++ b/data/jurisdictions/us/states/ms/counties/lee/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 148
   hispanic: 2933
   bachelors_plus: 21774
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/6"
+    rel: in-district
+    area_weight: 0.6847
+  - to: "us/states/ms/districts/senate/7"
+    rel: in-district
+    area_weight: 0.3152
+  - to: "us/states/ms/districts/house/19"
+    rel: in-district
+    area_weight: 0.4103
+  - to: "us/states/ms/districts/house/18"
+    rel: in-district
+    area_weight: 0.297
+  - to: "us/states/ms/districts/house/16"
+    rel: in-district
+    area_weight: 0.1512
+  - to: "us/states/ms/districts/house/17"
+    rel: in-district
+    area_weight: 0.1415
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2933 |
 | Bachelor's or higher | 21774 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 6](/us/states/ms/districts/senate/6.md) — 68% (state senate)
+- [MS Senate District 7](/us/states/ms/districts/senate/7.md) — 32% (state senate)
+- [MS House District 19](/us/states/ms/districts/house/19.md) — 41% (state house)
+- [MS House District 18](/us/states/ms/districts/house/18.md) — 30% (state house)
+- [MS House District 16](/us/states/ms/districts/house/16.md) — 15% (state house)
+- [MS House District 17](/us/states/ms/districts/house/17.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/leflore/index.md b/data/jurisdictions/us/states/ms/counties/leflore/index.md
index 277e9fecdf..ddbdde31e4 100644
--- a/data/jurisdictions/us/states/ms/counties/leflore/index.md
+++ b/data/jurisdictions/us/states/ms/counties/leflore/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 29
   hispanic: 874
   bachelors_plus: 5268
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9613
+  - to: "us/states/ms/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0385
+  - to: "us/states/ms/districts/house/32"
+    rel: in-district
+    area_weight: 0.592
+  - to: "us/states/ms/districts/house/51"
+    rel: in-district
+    area_weight: 0.2436
+  - to: "us/states/ms/districts/house/46"
+    rel: in-district
+    area_weight: 0.1642
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 874 |
 | Bachelor's or higher | 5268 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 24](/us/states/ms/districts/senate/24.md) — 96% (state senate)
+- [MS Senate District 14](/us/states/ms/districts/senate/14.md) — 4% (state senate)
+- [MS House District 32](/us/states/ms/districts/house/32.md) — 59% (state house)
+- [MS House District 51](/us/states/ms/districts/house/51.md) — 24% (state house)
+- [MS House District 46](/us/states/ms/districts/house/46.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/lincoln/index.md b/data/jurisdictions/us/states/ms/counties/lincoln/index.md
index ac39719d24..c8a55f0bca 100644
--- a/data/jurisdictions/us/states/ms/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/ms/counties/lincoln/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 29
   hispanic: 455
   bachelors_plus: 6195
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ms/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/92"
+    rel: in-district
+    area_weight: 0.5893
+  - to: "us/states/ms/districts/house/53"
+    rel: in-district
+    area_weight: 0.4107
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 455 |
 | Bachelor's or higher | 6195 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 39](/us/states/ms/districts/senate/39.md) — 100% (state senate)
+- [MS House District 92](/us/states/ms/districts/house/92.md) — 59% (state house)
+- [MS House District 53](/us/states/ms/districts/house/53.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/lowndes/index.md b/data/jurisdictions/us/states/ms/counties/lowndes/index.md
index 1824b4d30e..c7e4720b16 100644
--- a/data/jurisdictions/us/states/ms/counties/lowndes/index.md
+++ b/data/jurisdictions/us/states/ms/counties/lowndes/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 139
   hispanic: 1329
   bachelors_plus: 14520
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ms/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9426
+  - to: "us/states/ms/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0573
+  - to: "us/states/ms/districts/house/37"
+    rel: in-district
+    area_weight: 0.4653
+  - to: "us/states/ms/districts/house/42"
+    rel: in-district
+    area_weight: 0.2741
+  - to: "us/states/ms/districts/house/39"
+    rel: in-district
+    area_weight: 0.1513
+  - to: "us/states/ms/districts/house/41"
+    rel: in-district
+    area_weight: 0.072
+  - to: "us/states/ms/districts/house/38"
+    rel: in-district
+    area_weight: 0.037
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1329 |
 | Bachelor's or higher | 14520 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 17](/us/states/ms/districts/senate/17.md) — 94% (state senate)
+- [MS Senate District 16](/us/states/ms/districts/senate/16.md) — 6% (state senate)
+- [MS House District 37](/us/states/ms/districts/house/37.md) — 47% (state house)
+- [MS House District 42](/us/states/ms/districts/house/42.md) — 27% (state house)
+- [MS House District 39](/us/states/ms/districts/house/39.md) — 15% (state house)
+- [MS House District 41](/us/states/ms/districts/house/41.md) — 7% (state house)
+- [MS House District 38](/us/states/ms/districts/house/38.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/madison/index.md b/data/jurisdictions/us/states/ms/counties/madison/index.md
index 1a59b29659..220a656ef1 100644
--- a/data/jurisdictions/us/states/ms/counties/madison/index.md
+++ b/data/jurisdictions/us/states/ms/counties/madison/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 83
   hispanic: 4320
   bachelors_plus: 53158
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.703
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.297
+  - to: "us/states/ms/districts/senate/21"
+    rel: in-district
+    area_weight: 0.6005
+  - to: "us/states/ms/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1897
+  - to: "us/states/ms/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0874
+  - to: "us/states/ms/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0665
+  - to: "us/states/ms/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0558
+  - to: "us/states/ms/districts/house/27"
+    rel: in-district
+    area_weight: 0.3597
+  - to: "us/states/ms/districts/house/57"
+    rel: in-district
+    area_weight: 0.2914
+  - to: "us/states/ms/districts/house/75"
+    rel: in-district
+    area_weight: 0.1163
+  - to: "us/states/ms/districts/house/56"
+    rel: in-district
+    area_weight: 0.0991
+  - to: "us/states/ms/districts/house/73"
+    rel: in-district
+    area_weight: 0.0668
+  - to: "us/states/ms/districts/house/58"
+    rel: in-district
+    area_weight: 0.0515
+  - to: "us/states/ms/districts/house/72"
+    rel: in-district
+    area_weight: 0.0084
+  - to: "us/states/ms/districts/house/64"
+    rel: in-district
+    area_weight: 0.0064
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 4320 |
 | Bachelor's or higher | 53158 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 70% (congressional)
+- [MS-03](/us/states/ms/districts/03.md) — 30% (congressional)
+- [MS Senate District 21](/us/states/ms/districts/senate/21.md) — 60% (state senate)
+- [MS Senate District 22](/us/states/ms/districts/senate/22.md) — 19% (state senate)
+- [MS Senate District 23](/us/states/ms/districts/senate/23.md) — 9% (state senate)
+- [MS Senate District 26](/us/states/ms/districts/senate/26.md) — 7% (state senate)
+- [MS Senate District 25](/us/states/ms/districts/senate/25.md) — 6% (state senate)
+- [MS House District 27](/us/states/ms/districts/house/27.md) — 36% (state house)
+- [MS House District 57](/us/states/ms/districts/house/57.md) — 29% (state house)
+- [MS House District 75](/us/states/ms/districts/house/75.md) — 12% (state house)
+- [MS House District 56](/us/states/ms/districts/house/56.md) — 10% (state house)
+- [MS House District 73](/us/states/ms/districts/house/73.md) — 7% (state house)
+- [MS House District 58](/us/states/ms/districts/house/58.md) — 5% (state house)
+- [MS House District 72](/us/states/ms/districts/house/72.md) — 1% (state house)
+- [MS House District 64](/us/states/ms/districts/house/64.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/marion/index.md b/data/jurisdictions/us/states/ms/counties/marion/index.md
index 6728cbfaf2..eb32a28255 100644
--- a/data/jurisdictions/us/states/ms/counties/marion/index.md
+++ b/data/jurisdictions/us/states/ms/counties/marion/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 69
   hispanic: 449
   bachelors_plus: 3307
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/senate/41"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/house/100"
+    rel: in-district
+    area_weight: 0.5669
+  - to: "us/states/ms/districts/house/99"
+    rel: in-district
+    area_weight: 0.433
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 449 |
 | Bachelor's or higher | 3307 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 41](/us/states/ms/districts/senate/41.md) — 100% (state senate)
+- [MS House District 100](/us/states/ms/districts/house/100.md) — 57% (state house)
+- [MS House District 99](/us/states/ms/districts/house/99.md) — 43% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/marshall/index.md b/data/jurisdictions/us/states/ms/counties/marshall/index.md
index c6de43aab1..be778923bd 100644
--- a/data/jurisdictions/us/states/ms/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/ms/counties/marshall/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 160
   hispanic: 1748
   bachelors_plus: 4765
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/10"
+    rel: in-district
+    area_weight: 0.8599
+  - to: "us/states/ms/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1401
+  - to: "us/states/ms/districts/house/5"
+    rel: in-district
+    area_weight: 0.6482
+  - to: "us/states/ms/districts/house/52"
+    rel: in-district
+    area_weight: 0.2153
+  - to: "us/states/ms/districts/house/13"
+    rel: in-district
+    area_weight: 0.1364
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1748 |
 | Bachelor's or higher | 4765 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 10](/us/states/ms/districts/senate/10.md) — 86% (state senate)
+- [MS Senate District 3](/us/states/ms/districts/senate/3.md) — 14% (state senate)
+- [MS House District 5](/us/states/ms/districts/house/5.md) — 65% (state house)
+- [MS House District 52](/us/states/ms/districts/house/52.md) — 22% (state house)
+- [MS House District 13](/us/states/ms/districts/house/13.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/monroe/index.md b/data/jurisdictions/us/states/ms/counties/monroe/index.md
index 356a1b1990..aeb6c02e07 100644
--- a/data/jurisdictions/us/states/ms/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/ms/counties/monroe/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 89
   hispanic: 535
   bachelors_plus: 5010
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/7"
+    rel: in-district
+    area_weight: 0.6661
+  - to: "us/states/ms/districts/senate/17"
+    rel: in-district
+    area_weight: 0.3336
+  - to: "us/states/ms/districts/house/39"
+    rel: in-district
+    area_weight: 0.2505
+  - to: "us/states/ms/districts/house/36"
+    rel: in-district
+    area_weight: 0.2298
+  - to: "us/states/ms/districts/house/22"
+    rel: in-district
+    area_weight: 0.1753
+  - to: "us/states/ms/districts/house/21"
+    rel: in-district
+    area_weight: 0.1563
+  - to: "us/states/ms/districts/house/37"
+    rel: in-district
+    area_weight: 0.1331
+  - to: "us/states/ms/districts/house/16"
+    rel: in-district
+    area_weight: 0.0548
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 535 |
 | Bachelor's or higher | 5010 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 7](/us/states/ms/districts/senate/7.md) — 67% (state senate)
+- [MS Senate District 17](/us/states/ms/districts/senate/17.md) — 33% (state senate)
+- [MS House District 39](/us/states/ms/districts/house/39.md) — 25% (state house)
+- [MS House District 36](/us/states/ms/districts/house/36.md) — 23% (state house)
+- [MS House District 22](/us/states/ms/districts/house/22.md) — 18% (state house)
+- [MS House District 21](/us/states/ms/districts/house/21.md) — 16% (state house)
+- [MS House District 37](/us/states/ms/districts/house/37.md) — 13% (state house)
+- [MS House District 16](/us/states/ms/districts/house/16.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/montgomery/index.md b/data/jurisdictions/us/states/ms/counties/montgomery/index.md
index f1e702d5d9..12c4901f18 100644
--- a/data/jurisdictions/us/states/ms/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/ms/counties/montgomery/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 21
   bachelors_plus: 1899
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/ms/districts/senate/14"
+    rel: in-district
+    area_weight: 0.5519
+  - to: "us/states/ms/districts/senate/15"
+    rel: in-district
+    area_weight: 0.4481
+  - to: "us/states/ms/districts/house/46"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 21 |
 | Bachelor's or higher | 1899 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 14](/us/states/ms/districts/senate/14.md) — 55% (state senate)
+- [MS Senate District 15](/us/states/ms/districts/senate/15.md) — 45% (state senate)
+- [MS House District 46](/us/states/ms/districts/house/46.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/neshoba/index.md b/data/jurisdictions/us/states/ms/counties/neshoba/index.md
index 2f2bcc7bfb..7d65bbf71e 100644
--- a/data/jurisdictions/us/states/ms/counties/neshoba/index.md
+++ b/data/jurisdictions/us/states/ms/counties/neshoba/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 4555
   hispanic: 238
   bachelors_plus: 4983
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/house/44"
+    rel: in-district
+    area_weight: 0.823
+  - to: "us/states/ms/districts/house/45"
+    rel: in-district
+    area_weight: 0.1769
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 238 |
 | Bachelor's or higher | 4983 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 18](/us/states/ms/districts/senate/18.md) — 100% (state senate)
+- [MS House District 44](/us/states/ms/districts/house/44.md) — 82% (state house)
+- [MS House District 45](/us/states/ms/districts/house/45.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/newton/index.md b/data/jurisdictions/us/states/ms/counties/newton/index.md
index 6da29937a0..597126b1dc 100644
--- a/data/jurisdictions/us/states/ms/counties/newton/index.md
+++ b/data/jurisdictions/us/states/ms/counties/newton/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 675
   hispanic: 404
   bachelors_plus: 3963
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/78"
+    rel: in-district
+    area_weight: 0.5853
+  - to: "us/states/ms/districts/house/84"
+    rel: in-district
+    area_weight: 0.1794
+  - to: "us/states/ms/districts/house/81"
+    rel: in-district
+    area_weight: 0.1518
+  - to: "us/states/ms/districts/house/83"
+    rel: in-district
+    area_weight: 0.0836
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 404 |
 | Bachelor's or higher | 3963 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 31](/us/states/ms/districts/senate/31.md) — 100% (state senate)
+- [MS House District 78](/us/states/ms/districts/house/78.md) — 59% (state house)
+- [MS House District 84](/us/states/ms/districts/house/84.md) — 18% (state house)
+- [MS House District 81](/us/states/ms/districts/house/81.md) — 15% (state house)
+- [MS House District 83](/us/states/ms/districts/house/83.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/noxubee/index.md b/data/jurisdictions/us/states/ms/counties/noxubee/index.md
index 3033003bbe..faf687df23 100644
--- a/data/jurisdictions/us/states/ms/counties/noxubee/index.md
+++ b/data/jurisdictions/us/states/ms/counties/noxubee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 14
   hispanic: 38
   bachelors_plus: 1037
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/senate/32"
+    rel: in-district
+    area_weight: 0.5372
+  - to: "us/states/ms/districts/senate/16"
+    rel: in-district
+    area_weight: 0.4628
+  - to: "us/states/ms/districts/house/42"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 38 |
 | Bachelor's or higher | 1037 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 32](/us/states/ms/districts/senate/32.md) — 54% (state senate)
+- [MS Senate District 16](/us/states/ms/districts/senate/16.md) — 46% (state senate)
+- [MS House District 42](/us/states/ms/districts/house/42.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/oktibbeha/index.md b/data/jurisdictions/us/states/ms/counties/oktibbeha/index.md
index 3f02f90380..20f526632a 100644
--- a/data/jurisdictions/us/states/ms/counties/oktibbeha/index.md
+++ b/data/jurisdictions/us/states/ms/counties/oktibbeha/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 101
   hispanic: 1253
   bachelors_plus: 18458
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.7484
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.2516
+  - to: "us/states/ms/districts/senate/15"
+    rel: in-district
+    area_weight: 0.5124
+  - to: "us/states/ms/districts/senate/16"
+    rel: in-district
+    area_weight: 0.4048
+  - to: "us/states/ms/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0828
+  - to: "us/states/ms/districts/house/38"
+    rel: in-district
+    area_weight: 0.4949
+  - to: "us/states/ms/districts/house/35"
+    rel: in-district
+    area_weight: 0.2453
+  - to: "us/states/ms/districts/house/43"
+    rel: in-district
+    area_weight: 0.1713
+  - to: "us/states/ms/districts/house/36"
+    rel: in-district
+    area_weight: 0.0872
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1253 |
 | Bachelor's or higher | 18458 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 75% (congressional)
+- [MS-01](/us/states/ms/districts/01.md) — 25% (congressional)
+- [MS Senate District 15](/us/states/ms/districts/senate/15.md) — 51% (state senate)
+- [MS Senate District 16](/us/states/ms/districts/senate/16.md) — 40% (state senate)
+- [MS Senate District 17](/us/states/ms/districts/senate/17.md) — 8% (state senate)
+- [MS House District 38](/us/states/ms/districts/house/38.md) — 49% (state house)
+- [MS House District 35](/us/states/ms/districts/house/35.md) — 25% (state house)
+- [MS House District 43](/us/states/ms/districts/house/43.md) — 17% (state house)
+- [MS House District 36](/us/states/ms/districts/house/36.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/panola/index.md b/data/jurisdictions/us/states/ms/counties/panola/index.md
index c3a1db05ea..d82c8ee2a5 100644
--- a/data/jurisdictions/us/states/ms/counties/panola/index.md
+++ b/data/jurisdictions/us/states/ms/counties/panola/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 11
   hispanic: 686
   bachelors_plus: 5426
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ms/districts/senate/24"
+    rel: in-district
+    area_weight: 0.8343
+  - to: "us/states/ms/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1656
+  - to: "us/states/ms/districts/house/11"
+    rel: in-district
+    area_weight: 0.6811
+  - to: "us/states/ms/districts/house/10"
+    rel: in-district
+    area_weight: 0.3185
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 686 |
 | Bachelor's or higher | 5426 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 24](/us/states/ms/districts/senate/24.md) — 83% (state senate)
+- [MS Senate District 9](/us/states/ms/districts/senate/9.md) — 17% (state senate)
+- [MS House District 11](/us/states/ms/districts/house/11.md) — 68% (state house)
+- [MS House District 10](/us/states/ms/districts/house/10.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/pearl-river/index.md b/data/jurisdictions/us/states/ms/counties/pearl-river/index.md
index 068db824f4..93f4029aa2 100644
--- a/data/jurisdictions/us/states/ms/counties/pearl-river/index.md
+++ b/data/jurisdictions/us/states/ms/counties/pearl-river/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 103
   hispanic: 2493
   bachelors_plus: 8526
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 0.9969
+  - to: "us/states/ms/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/ms/districts/house/106"
+    rel: in-district
+    area_weight: 0.6008
+  - to: "us/states/ms/districts/house/93"
+    rel: in-district
+    area_weight: 0.2326
+  - to: "us/states/ms/districts/house/108"
+    rel: in-district
+    area_weight: 0.1648
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2493 |
 | Bachelor's or higher | 8526 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 100% (congressional)
+- [MS Senate District 40](/us/states/ms/districts/senate/40.md) — 100% (state senate)
+- [MS House District 106](/us/states/ms/districts/house/106.md) — 60% (state house)
+- [MS House District 93](/us/states/ms/districts/house/93.md) — 23% (state house)
+- [MS House District 108](/us/states/ms/districts/house/108.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/perry/index.md b/data/jurisdictions/us/states/ms/counties/perry/index.md
index af5fb15aa6..9a93c4df1e 100644
--- a/data/jurisdictions/us/states/ms/counties/perry/index.md
+++ b/data/jurisdictions/us/states/ms/counties/perry/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 5
   hispanic: 216
   bachelors_plus: 1451
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/house/105"
+    rel: in-district
+    area_weight: 0.8808
+  - to: "us/states/ms/districts/house/86"
+    rel: in-district
+    area_weight: 0.119
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 216 |
 | Bachelor's or higher | 1451 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 100% (congressional)
+- [MS Senate District 45](/us/states/ms/districts/senate/45.md) — 100% (state senate)
+- [MS House District 105](/us/states/ms/districts/house/105.md) — 88% (state house)
+- [MS House District 86](/us/states/ms/districts/house/86.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/pike/index.md b/data/jurisdictions/us/states/ms/counties/pike/index.md
index 7ba06527ea..600666dc8d 100644
--- a/data/jurisdictions/us/states/ms/counties/pike/index.md
+++ b/data/jurisdictions/us/states/ms/counties/pike/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 215
   hispanic: 667
   bachelors_plus: 5461
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/38"
+    rel: in-district
+    area_weight: 0.6217
+  - to: "us/states/ms/districts/senate/39"
+    rel: in-district
+    area_weight: 0.3783
+  - to: "us/states/ms/districts/house/98"
+    rel: in-district
+    area_weight: 0.4981
+  - to: "us/states/ms/districts/house/96"
+    rel: in-district
+    area_weight: 0.202
+  - to: "us/states/ms/districts/house/97"
+    rel: in-district
+    area_weight: 0.1781
+  - to: "us/states/ms/districts/house/53"
+    rel: in-district
+    area_weight: 0.1218
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 667 |
 | Bachelor's or higher | 5461 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 38](/us/states/ms/districts/senate/38.md) — 62% (state senate)
+- [MS Senate District 39](/us/states/ms/districts/senate/39.md) — 38% (state senate)
+- [MS House District 98](/us/states/ms/districts/house/98.md) — 50% (state house)
+- [MS House District 96](/us/states/ms/districts/house/96.md) — 20% (state house)
+- [MS House District 97](/us/states/ms/districts/house/97.md) — 18% (state house)
+- [MS House District 53](/us/states/ms/districts/house/53.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/pontotoc/index.md b/data/jurisdictions/us/states/ms/counties/pontotoc/index.md
index 3b708f971b..709d8aab63 100644
--- a/data/jurisdictions/us/states/ms/counties/pontotoc/index.md
+++ b/data/jurisdictions/us/states/ms/counties/pontotoc/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 33
   hispanic: 2254
   bachelors_plus: 5372
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/8"
+    rel: in-district
+    area_weight: 0.6103
+  - to: "us/states/ms/districts/senate/3"
+    rel: in-district
+    area_weight: 0.3896
+  - to: "us/states/ms/districts/house/15"
+    rel: in-district
+    area_weight: 0.5228
+  - to: "us/states/ms/districts/house/22"
+    rel: in-district
+    area_weight: 0.1863
+  - to: "us/states/ms/districts/house/23"
+    rel: in-district
+    area_weight: 0.1618
+  - to: "us/states/ms/districts/house/13"
+    rel: in-district
+    area_weight: 0.129
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 2254 |
 | Bachelor's or higher | 5372 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 8](/us/states/ms/districts/senate/8.md) — 61% (state senate)
+- [MS Senate District 3](/us/states/ms/districts/senate/3.md) — 39% (state senate)
+- [MS House District 15](/us/states/ms/districts/house/15.md) — 52% (state house)
+- [MS House District 22](/us/states/ms/districts/house/22.md) — 19% (state house)
+- [MS House District 23](/us/states/ms/districts/house/23.md) — 16% (state house)
+- [MS House District 13](/us/states/ms/districts/house/13.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/prentiss/index.md b/data/jurisdictions/us/states/ms/counties/prentiss/index.md
index e221803f96..714e7535a7 100644
--- a/data/jurisdictions/us/states/ms/counties/prentiss/index.md
+++ b/data/jurisdictions/us/states/ms/counties/prentiss/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 61
   hispanic: 382
   bachelors_plus: 4888
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/5"
+    rel: in-district
+    area_weight: 0.8048
+  - to: "us/states/ms/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1951
+  - to: "us/states/ms/districts/house/3"
+    rel: in-district
+    area_weight: 0.8048
+  - to: "us/states/ms/districts/house/18"
+    rel: in-district
+    area_weight: 0.1951
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 382 |
 | Bachelor's or higher | 4888 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 5](/us/states/ms/districts/senate/5.md) — 80% (state senate)
+- [MS Senate District 3](/us/states/ms/districts/senate/3.md) — 20% (state senate)
+- [MS House District 3](/us/states/ms/districts/house/3.md) — 80% (state house)
+- [MS House District 18](/us/states/ms/districts/house/18.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/quitman/index.md b/data/jurisdictions/us/states/ms/counties/quitman/index.md
index 9e4eff6612..f4d4f29954 100644
--- a/data/jurisdictions/us/states/ms/counties/quitman/index.md
+++ b/data/jurisdictions/us/states/ms/counties/quitman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 17
   bachelors_plus: 867
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/9"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 17 |
 | Bachelor's or higher | 867 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 11](/us/states/ms/districts/senate/11.md) — 100% (state senate)
+- [MS House District 9](/us/states/ms/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/rankin/index.md b/data/jurisdictions/us/states/ms/counties/rankin/index.md
index 5cbca703a2..1d16e715a0 100644
--- a/data/jurisdictions/us/states/ms/counties/rankin/index.md
+++ b/data/jurisdictions/us/states/ms/counties/rankin/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 965
   hispanic: 5279
   bachelors_plus: 50539
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9971
+  - to: "us/states/ms/districts/senate/36"
+    rel: in-district
+    area_weight: 0.6236
+  - to: "us/states/ms/districts/senate/20"
+    rel: in-district
+    area_weight: 0.2288
+  - to: "us/states/ms/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0909
+  - to: "us/states/ms/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0565
+  - to: "us/states/ms/districts/house/75"
+    rel: in-district
+    area_weight: 0.2428
+  - to: "us/states/ms/districts/house/77"
+    rel: in-district
+    area_weight: 0.2008
+  - to: "us/states/ms/districts/house/60"
+    rel: in-district
+    area_weight: 0.1492
+  - to: "us/states/ms/districts/house/62"
+    rel: in-district
+    area_weight: 0.1485
+  - to: "us/states/ms/districts/house/74"
+    rel: in-district
+    area_weight: 0.092
+  - to: "us/states/ms/districts/house/59"
+    rel: in-district
+    area_weight: 0.0497
+  - to: "us/states/ms/districts/house/68"
+    rel: in-district
+    area_weight: 0.046
+  - to: "us/states/ms/districts/house/79"
+    rel: in-district
+    area_weight: 0.0365
+  - to: "us/states/ms/districts/house/61"
+    rel: in-district
+    area_weight: 0.0343
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 5279 |
 | Bachelor's or higher | 50539 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 36](/us/states/ms/districts/senate/36.md) — 62% (state senate)
+- [MS Senate District 20](/us/states/ms/districts/senate/20.md) — 23% (state senate)
+- [MS Senate District 30](/us/states/ms/districts/senate/30.md) — 9% (state senate)
+- [MS Senate District 31](/us/states/ms/districts/senate/31.md) — 6% (state senate)
+- [MS House District 75](/us/states/ms/districts/house/75.md) — 24% (state house)
+- [MS House District 77](/us/states/ms/districts/house/77.md) — 20% (state house)
+- [MS House District 60](/us/states/ms/districts/house/60.md) — 15% (state house)
+- [MS House District 62](/us/states/ms/districts/house/62.md) — 15% (state house)
+- [MS House District 74](/us/states/ms/districts/house/74.md) — 9% (state house)
+- [MS House District 59](/us/states/ms/districts/house/59.md) — 5% (state house)
+- [MS House District 68](/us/states/ms/districts/house/68.md) — 5% (state house)
+- [MS House District 79](/us/states/ms/districts/house/79.md) — 4% (state house)
+- [MS House District 61](/us/states/ms/districts/house/61.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/scott/index.md b/data/jurisdictions/us/states/ms/counties/scott/index.md
index ae074c59fe..402be69849 100644
--- a/data/jurisdictions/us/states/ms/counties/scott/index.md
+++ b/data/jurisdictions/us/states/ms/counties/scott/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 0
   hispanic: 4293
   bachelors_plus: 3265
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/78"
+    rel: in-district
+    area_weight: 0.3624
+  - to: "us/states/ms/districts/house/75"
+    rel: in-district
+    area_weight: 0.2772
+  - to: "us/states/ms/districts/house/79"
+    rel: in-district
+    area_weight: 0.207
+  - to: "us/states/ms/districts/house/27"
+    rel: in-district
+    area_weight: 0.1534
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 4293 |
 | Bachelor's or higher | 3265 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 31](/us/states/ms/districts/senate/31.md) — 100% (state senate)
+- [MS House District 78](/us/states/ms/districts/house/78.md) — 36% (state house)
+- [MS House District 75](/us/states/ms/districts/house/75.md) — 28% (state house)
+- [MS House District 79](/us/states/ms/districts/house/79.md) — 21% (state house)
+- [MS House District 27](/us/states/ms/districts/house/27.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/sharkey/index.md b/data/jurisdictions/us/states/ms/counties/sharkey/index.md
index 1cf241204f..d2527b3c5d 100644
--- a/data/jurisdictions/us/states/ms/counties/sharkey/index.md
+++ b/data/jurisdictions/us/states/ms/counties/sharkey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 15
   bachelors_plus: 529
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ms/districts/house/51"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 15 |
 | Bachelor's or higher | 529 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 22](/us/states/ms/districts/senate/22.md) — 100% (state senate)
+- [MS House District 51](/us/states/ms/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/simpson/index.md b/data/jurisdictions/us/states/ms/counties/simpson/index.md
index 3bb6a176f5..543e51da48 100644
--- a/data/jurisdictions/us/states/ms/counties/simpson/index.md
+++ b/data/jurisdictions/us/states/ms/counties/simpson/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 41
   hispanic: 443
   bachelors_plus: 4043
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/ms/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/77"
+    rel: in-district
+    area_weight: 0.675
+  - to: "us/states/ms/districts/house/91"
+    rel: in-district
+    area_weight: 0.2525
+  - to: "us/states/ms/districts/house/90"
+    rel: in-district
+    area_weight: 0.0587
+  - to: "us/states/ms/districts/house/62"
+    rel: in-district
+    area_weight: 0.0136
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 443 |
 | Bachelor's or higher | 4043 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 35](/us/states/ms/districts/senate/35.md) — 100% (state senate)
+- [MS House District 77](/us/states/ms/districts/house/77.md) — 68% (state house)
+- [MS House District 91](/us/states/ms/districts/house/91.md) — 25% (state house)
+- [MS House District 90](/us/states/ms/districts/house/90.md) — 6% (state house)
+- [MS House District 62](/us/states/ms/districts/house/62.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/smith/index.md b/data/jurisdictions/us/states/ms/counties/smith/index.md
index 2259ea7b9f..84a8ae1757 100644
--- a/data/jurisdictions/us/states/ms/counties/smith/index.md
+++ b/data/jurisdictions/us/states/ms/counties/smith/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 240
   bachelors_plus: 2126
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/79"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 240 |
 | Bachelor's or higher | 2126 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 36](/us/states/ms/districts/senate/36.md) — 100% (state senate)
+- [MS House District 79](/us/states/ms/districts/house/79.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/stone/index.md b/data/jurisdictions/us/states/ms/counties/stone/index.md
index e1733532b0..c17cf6fc43 100644
--- a/data/jurisdictions/us/states/ms/counties/stone/index.md
+++ b/data/jurisdictions/us/states/ms/counties/stone/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 26
   hispanic: 496
   bachelors_plus: 2921
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/47"
+    rel: in-district
+    area_weight: 0.7433
+  - to: "us/states/ms/districts/senate/40"
+    rel: in-district
+    area_weight: 0.2566
+  - to: "us/states/ms/districts/house/107"
+    rel: in-district
+    area_weight: 0.5544
+  - to: "us/states/ms/districts/house/93"
+    rel: in-district
+    area_weight: 0.4455
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 496 |
 | Bachelor's or higher | 2921 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 100% (congressional)
+- [MS Senate District 47](/us/states/ms/districts/senate/47.md) — 74% (state senate)
+- [MS Senate District 40](/us/states/ms/districts/senate/40.md) — 26% (state senate)
+- [MS House District 107](/us/states/ms/districts/house/107.md) — 55% (state house)
+- [MS House District 93](/us/states/ms/districts/house/93.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/sunflower/index.md b/data/jurisdictions/us/states/ms/counties/sunflower/index.md
index bb8c0b610e..6c5445cd5b 100644
--- a/data/jurisdictions/us/states/ms/counties/sunflower/index.md
+++ b/data/jurisdictions/us/states/ms/counties/sunflower/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 33
   hispanic: 692
   bachelors_plus: 3741
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/house/31"
+    rel: in-district
+    area_weight: 0.7544
+  - to: "us/states/ms/districts/house/30"
+    rel: in-district
+    area_weight: 0.1133
+  - to: "us/states/ms/districts/house/26"
+    rel: in-district
+    area_weight: 0.1072
+  - to: "us/states/ms/districts/house/29"
+    rel: in-district
+    area_weight: 0.025
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 692 |
 | Bachelor's or higher | 3741 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 13](/us/states/ms/districts/senate/13.md) — 100% (state senate)
+- [MS House District 31](/us/states/ms/districts/house/31.md) — 75% (state house)
+- [MS House District 30](/us/states/ms/districts/house/30.md) — 11% (state house)
+- [MS House District 26](/us/states/ms/districts/house/26.md) — 11% (state house)
+- [MS House District 29](/us/states/ms/districts/house/29.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/tallahatchie/index.md b/data/jurisdictions/us/states/ms/counties/tallahatchie/index.md
index 67ff6091f7..6845fa47b3 100644
--- a/data/jurisdictions/us/states/ms/counties/tallahatchie/index.md
+++ b/data/jurisdictions/us/states/ms/counties/tallahatchie/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 30
   hispanic: 91
   bachelors_plus: 1313
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/24"
+    rel: in-district
+    area_weight: 0.8984
+  - to: "us/states/ms/districts/senate/13"
+    rel: in-district
+    area_weight: 0.1013
+  - to: "us/states/ms/districts/house/30"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 91 |
 | Bachelor's or higher | 1313 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 24](/us/states/ms/districts/senate/24.md) — 90% (state senate)
+- [MS Senate District 13](/us/states/ms/districts/senate/13.md) — 10% (state senate)
+- [MS House District 30](/us/states/ms/districts/house/30.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/tate/index.md b/data/jurisdictions/us/states/ms/counties/tate/index.md
index 73cfbb6b3d..4655e2898b 100644
--- a/data/jurisdictions/us/states/ms/counties/tate/index.md
+++ b/data/jurisdictions/us/states/ms/counties/tate/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 0
   hispanic: 917
   bachelors_plus: 6235
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ms/districts/senate/10"
+    rel: in-district
+    area_weight: 0.6687
+  - to: "us/states/ms/districts/senate/11"
+    rel: in-district
+    area_weight: 0.3307
+  - to: "us/states/ms/districts/house/8"
+    rel: in-district
+    area_weight: 0.798
+  - to: "us/states/ms/districts/house/9"
+    rel: in-district
+    area_weight: 0.1703
+  - to: "us/states/ms/districts/house/11"
+    rel: in-district
+    area_weight: 0.0312
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 917 |
 | Bachelor's or higher | 6235 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 10](/us/states/ms/districts/senate/10.md) — 67% (state senate)
+- [MS Senate District 11](/us/states/ms/districts/senate/11.md) — 33% (state senate)
+- [MS House District 8](/us/states/ms/districts/house/8.md) — 80% (state house)
+- [MS House District 9](/us/states/ms/districts/house/9.md) — 17% (state house)
+- [MS House District 11](/us/states/ms/districts/house/11.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/tippah/index.md b/data/jurisdictions/us/states/ms/counties/tippah/index.md
index 936adf5883..0a5bc63e0e 100644
--- a/data/jurisdictions/us/states/ms/counties/tippah/index.md
+++ b/data/jurisdictions/us/states/ms/counties/tippah/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 24
   hispanic: 1135
   bachelors_plus: 3377
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/house/4"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1135 |
 | Bachelor's or higher | 3377 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 4](/us/states/ms/districts/senate/4.md) — 100% (state senate)
+- [MS House District 4](/us/states/ms/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/tishomingo/index.md b/data/jurisdictions/us/states/ms/counties/tishomingo/index.md
index 1f8868691f..e6756436e7 100644
--- a/data/jurisdictions/us/states/ms/counties/tishomingo/index.md
+++ b/data/jurisdictions/us/states/ms/counties/tishomingo/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 100
   hispanic: 605
   bachelors_plus: 3263
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ms/districts/house/1"
+    rel: in-district
+    area_weight: 0.861
+  - to: "us/states/ms/districts/house/3"
+    rel: in-district
+    area_weight: 0.1385
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 605 |
 | Bachelor's or higher | 3263 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 5](/us/states/ms/districts/senate/5.md) — 100% (state senate)
+- [MS House District 1](/us/states/ms/districts/house/1.md) — 86% (state house)
+- [MS House District 3](/us/states/ms/districts/house/3.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/tunica/index.md b/data/jurisdictions/us/states/ms/counties/tunica/index.md
index abc92aefd5..a3efb382a1 100644
--- a/data/jurisdictions/us/states/ms/counties/tunica/index.md
+++ b/data/jurisdictions/us/states/ms/counties/tunica/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 171
   bachelors_plus: 993
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9948
+  - to: "us/states/ms/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ms/districts/house/9"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 171 |
 | Bachelor's or higher | 993 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 99% (congressional)
+- [MS Senate District 11](/us/states/ms/districts/senate/11.md) — 100% (state senate)
+- [MS House District 9](/us/states/ms/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/union/index.md b/data/jurisdictions/us/states/ms/counties/union/index.md
index a505b0053b..66f05fc7a5 100644
--- a/data/jurisdictions/us/states/ms/counties/union/index.md
+++ b/data/jurisdictions/us/states/ms/counties/union/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 162
   hispanic: 1365
   bachelors_plus: 4825
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ms/districts/senate/3"
+    rel: in-district
+    area_weight: 0.7051
+  - to: "us/states/ms/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2948
+  - to: "us/states/ms/districts/house/14"
+    rel: in-district
+    area_weight: 0.7631
+  - to: "us/states/ms/districts/house/13"
+    rel: in-district
+    area_weight: 0.2367
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1365 |
 | Bachelor's or higher | 4825 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 3](/us/states/ms/districts/senate/3.md) — 71% (state senate)
+- [MS Senate District 10](/us/states/ms/districts/senate/10.md) — 29% (state senate)
+- [MS House District 14](/us/states/ms/districts/house/14.md) — 76% (state house)
+- [MS House District 13](/us/states/ms/districts/house/13.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/walthall/index.md b/data/jurisdictions/us/states/ms/counties/walthall/index.md
index 20442c49cd..9858fc3b6f 100644
--- a/data/jurisdictions/us/states/ms/counties/walthall/index.md
+++ b/data/jurisdictions/us/states/ms/counties/walthall/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 51
   hispanic: 274
   bachelors_plus: 1744
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/41"
+    rel: in-district
+    area_weight: 0.6027
+  - to: "us/states/ms/districts/senate/38"
+    rel: in-district
+    area_weight: 0.3971
+  - to: "us/states/ms/districts/house/99"
+    rel: in-district
+    area_weight: 0.7881
+  - to: "us/states/ms/districts/house/98"
+    rel: in-district
+    area_weight: 0.2118
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 274 |
 | Bachelor's or higher | 1744 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 41](/us/states/ms/districts/senate/41.md) — 60% (state senate)
+- [MS Senate District 38](/us/states/ms/districts/senate/38.md) — 40% (state senate)
+- [MS House District 99](/us/states/ms/districts/house/99.md) — 79% (state house)
+- [MS House District 98](/us/states/ms/districts/house/98.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/warren/index.md b/data/jurisdictions/us/states/ms/counties/warren/index.md
index 2d7fc74b41..71c2bac41d 100644
--- a/data/jurisdictions/us/states/ms/counties/warren/index.md
+++ b/data/jurisdictions/us/states/ms/counties/warren/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 60
   hispanic: 918
   bachelors_plus: 12029
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9955
+  - to: "us/states/ms/districts/senate/23"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ms/districts/house/54"
+    rel: in-district
+    area_weight: 0.5389
+  - to: "us/states/ms/districts/house/85"
+    rel: in-district
+    area_weight: 0.2665
+  - to: "us/states/ms/districts/house/55"
+    rel: in-district
+    area_weight: 0.1938
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 918 |
 | Bachelor's or higher | 12029 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 23](/us/states/ms/districts/senate/23.md) — 100% (state senate)
+- [MS House District 54](/us/states/ms/districts/house/54.md) — 54% (state house)
+- [MS House District 85](/us/states/ms/districts/house/85.md) — 27% (state house)
+- [MS House District 55](/us/states/ms/districts/house/55.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/washington/index.md b/data/jurisdictions/us/states/ms/counties/washington/index.md
index 25170e84f6..de3d988365 100644
--- a/data/jurisdictions/us/states/ms/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ms/counties/washington/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 18
   hispanic: 664
   bachelors_plus: 8953
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9963
+  - to: "us/states/ms/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ms/districts/house/50"
+    rel: in-district
+    area_weight: 0.8149
+  - to: "us/states/ms/districts/house/49"
+    rel: in-district
+    area_weight: 0.1844
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 664 |
 | Bachelor's or higher | 8953 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 12](/us/states/ms/districts/senate/12.md) — 100% (state senate)
+- [MS House District 50](/us/states/ms/districts/house/50.md) — 81% (state house)
+- [MS House District 49](/us/states/ms/districts/house/49.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/wayne/index.md b/data/jurisdictions/us/states/ms/counties/wayne/index.md
index baba3dddde..42541e5b27 100644
--- a/data/jurisdictions/us/states/ms/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/ms/counties/wayne/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 12
   hispanic: 433
   bachelors_plus: 3240
+districts:
+  - to: "us/states/ms/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/43"
+    rel: in-district
+    area_weight: 0.9016
+  - to: "us/states/ms/districts/senate/42"
+    rel: in-district
+    area_weight: 0.0983
+  - to: "us/states/ms/districts/house/86"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 433 |
 | Bachelor's or higher | 3240 |
 
+## Districts
+
+- [MS-04](/us/states/ms/districts/04.md) — 100% (congressional)
+- [MS Senate District 43](/us/states/ms/districts/senate/43.md) — 90% (state senate)
+- [MS Senate District 42](/us/states/ms/districts/senate/42.md) — 10% (state senate)
+- [MS House District 86](/us/states/ms/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/webster/index.md b/data/jurisdictions/us/states/ms/counties/webster/index.md
index 20a606c8d0..e9b00a4300 100644
--- a/data/jurisdictions/us/states/ms/counties/webster/index.md
+++ b/data/jurisdictions/us/states/ms/counties/webster/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 6
   hispanic: 193
   bachelors_plus: 1995
+districts:
+  - to: "us/states/ms/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ms/districts/house/23"
+    rel: in-district
+    area_weight: 0.3906
+  - to: "us/states/ms/districts/house/35"
+    rel: in-district
+    area_weight: 0.3233
+  - to: "us/states/ms/districts/house/46"
+    rel: in-district
+    area_weight: 0.2861
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 193 |
 | Bachelor's or higher | 1995 |
 
+## Districts
+
+- [MS-01](/us/states/ms/districts/01.md) — 100% (congressional)
+- [MS Senate District 15](/us/states/ms/districts/senate/15.md) — 100% (state senate)
+- [MS House District 23](/us/states/ms/districts/house/23.md) — 39% (state house)
+- [MS House District 35](/us/states/ms/districts/house/35.md) — 32% (state house)
+- [MS House District 46](/us/states/ms/districts/house/46.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/wilkinson/index.md b/data/jurisdictions/us/states/ms/counties/wilkinson/index.md
index 4643e08bcf..01c2e4bded 100644
--- a/data/jurisdictions/us/states/ms/counties/wilkinson/index.md
+++ b/data/jurisdictions/us/states/ms/counties/wilkinson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 67
   bachelors_plus: 694
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ms/districts/house/96"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 67 |
 | Bachelor's or higher | 694 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 38](/us/states/ms/districts/senate/38.md) — 100% (state senate)
+- [MS House District 96](/us/states/ms/districts/house/96.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/winston/index.md b/data/jurisdictions/us/states/ms/counties/winston/index.md
index 5ebec0147c..4e9c59d45f 100644
--- a/data/jurisdictions/us/states/ms/counties/winston/index.md
+++ b/data/jurisdictions/us/states/ms/counties/winston/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 208
   hispanic: 105
   bachelors_plus: 3282
+districts:
+  - to: "us/states/ms/districts/03"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ms/districts/senate/18"
+    rel: in-district
+    area_weight: 0.5708
+  - to: "us/states/ms/districts/senate/32"
+    rel: in-district
+    area_weight: 0.429
+  - to: "us/states/ms/districts/house/42"
+    rel: in-district
+    area_weight: 0.4303
+  - to: "us/states/ms/districts/house/35"
+    rel: in-district
+    area_weight: 0.3975
+  - to: "us/states/ms/districts/house/45"
+    rel: in-district
+    area_weight: 0.1721
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 105 |
 | Bachelor's or higher | 3282 |
 
+## Districts
+
+- [MS-03](/us/states/ms/districts/03.md) — 100% (congressional)
+- [MS Senate District 18](/us/states/ms/districts/senate/18.md) — 57% (state senate)
+- [MS Senate District 32](/us/states/ms/districts/senate/32.md) — 43% (state senate)
+- [MS House District 42](/us/states/ms/districts/house/42.md) — 43% (state house)
+- [MS House District 35](/us/states/ms/districts/house/35.md) — 40% (state house)
+- [MS House District 45](/us/states/ms/districts/house/45.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/yalobusha/index.md b/data/jurisdictions/us/states/ms/counties/yalobusha/index.md
index 7a3395d6fe..f45689278f 100644
--- a/data/jurisdictions/us/states/ms/counties/yalobusha/index.md
+++ b/data/jurisdictions/us/states/ms/counties/yalobusha/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 44
   hispanic: 216
   bachelors_plus: 2005
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ms/districts/house/34"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 216 |
 | Bachelor's or higher | 2005 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 8](/us/states/ms/districts/senate/8.md) — 100% (state senate)
+- [MS House District 34](/us/states/ms/districts/house/34.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/counties/yazoo/index.md b/data/jurisdictions/us/states/ms/counties/yazoo/index.md
index 556f748782..053396affd 100644
--- a/data/jurisdictions/us/states/ms/counties/yazoo/index.md
+++ b/data/jurisdictions/us/states/ms/counties/yazoo/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 22
   hispanic: 1337
   bachelors_plus: 3390
+districts:
+  - to: "us/states/ms/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ms/districts/senate/23"
+    rel: in-district
+    area_weight: 0.5406
+  - to: "us/states/ms/districts/senate/22"
+    rel: in-district
+    area_weight: 0.4592
+  - to: "us/states/ms/districts/house/54"
+    rel: in-district
+    area_weight: 0.5264
+  - to: "us/states/ms/districts/house/47"
+    rel: in-district
+    area_weight: 0.2881
+  - to: "us/states/ms/districts/house/51"
+    rel: in-district
+    area_weight: 0.1557
+  - to: "us/states/ms/districts/house/57"
+    rel: in-district
+    area_weight: 0.0297
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ms]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1337 |
 | Bachelor's or higher | 3390 |
 
+## Districts
+
+- [MS-02](/us/states/ms/districts/02.md) — 100% (congressional)
+- [MS Senate District 23](/us/states/ms/districts/senate/23.md) — 54% (state senate)
+- [MS Senate District 22](/us/states/ms/districts/senate/22.md) — 46% (state senate)
+- [MS House District 54](/us/states/ms/districts/house/54.md) — 53% (state house)
+- [MS House District 47](/us/states/ms/districts/house/47.md) — 29% (state house)
+- [MS House District 51](/us/states/ms/districts/house/51.md) — 16% (state house)
+- [MS House District 57](/us/states/ms/districts/house/57.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ms/districts/01.md b/data/jurisdictions/us/states/ms/districts/01.md
index d9736ed6fc..827432c05a 100644
--- a/data/jurisdictions/us/states/ms/districts/01.md
+++ b/data/jurisdictions/us/states/ms/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 136393
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ms]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ms/districts/02.md b/data/jurisdictions/us/states/ms/districts/02.md
index 9f466006a2..de26b40543 100644
--- a/data/jurisdictions/us/states/ms/districts/02.md
+++ b/data/jurisdictions/us/states/ms/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 104813
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ms]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ms/districts/03.md b/data/jurisdictions/us/states/ms/districts/03.md
index 7a13105a86..192273ad74 100644
--- a/data/jurisdictions/us/states/ms/districts/03.md
+++ b/data/jurisdictions/us/states/ms/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 151675
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ms]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ms/districts/04.md b/data/jurisdictions/us/states/ms/districts/04.md
index 40790ac49d..b599d09dc9 100644
--- a/data/jurisdictions/us/states/ms/districts/04.md
+++ b/data/jurisdictions/us/states/ms/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 143038
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ms]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ms/districts/house/1.md b/data/jurisdictions/us/states/ms/districts/house/1.md
new file mode 100644
index 0000000000..99d4fdc501
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 1"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 1
+
+State House district 1 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/10.md b/data/jurisdictions/us/states/ms/districts/house/10.md
new file mode 100644
index 0000000000..47bc1c2df5
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 10"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 10
+
+State House district 10 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/100.md b/data/jurisdictions/us/states/ms/districts/house/100.md
new file mode 100644
index 0000000000..3fdc9e0f72
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 100"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 100
+
+State House district 100 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/101.md b/data/jurisdictions/us/states/ms/districts/house/101.md
new file mode 100644
index 0000000000..2e30465b38
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 101"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 101
+
+State House district 101 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/102.md b/data/jurisdictions/us/states/ms/districts/house/102.md
new file mode 100644
index 0000000000..2f0928aad9
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 102"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 102
+
+State House district 102 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/103.md b/data/jurisdictions/us/states/ms/districts/house/103.md
new file mode 100644
index 0000000000..9e526b373c
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 103"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 103
+
+State House district 103 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/104.md b/data/jurisdictions/us/states/ms/districts/house/104.md
new file mode 100644
index 0000000000..fcfcf73c1f
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 104"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 104
+
+State House district 104 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/105.md b/data/jurisdictions/us/states/ms/districts/house/105.md
new file mode 100644
index 0000000000..015372c405
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 105"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 105
+
+State House district 105 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/106.md b/data/jurisdictions/us/states/ms/districts/house/106.md
new file mode 100644
index 0000000000..be103f0fb5
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 106"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 106
+
+State House district 106 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/107.md b/data/jurisdictions/us/states/ms/districts/house/107.md
new file mode 100644
index 0000000000..671edc1279
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 107"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 107
+
+State House district 107 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/108.md b/data/jurisdictions/us/states/ms/districts/house/108.md
new file mode 100644
index 0000000000..ba0fe9275e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 108"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 108
+
+State House district 108 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/109.md b/data/jurisdictions/us/states/ms/districts/house/109.md
new file mode 100644
index 0000000000..e3f7f6adbf
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 109"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 109
+
+State House district 109 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/11.md b/data/jurisdictions/us/states/ms/districts/house/11.md
new file mode 100644
index 0000000000..6963bc420d
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 11"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 11
+
+State House district 11 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/110.md b/data/jurisdictions/us/states/ms/districts/house/110.md
new file mode 100644
index 0000000000..2085c73b24
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 110"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 110
+
+State House district 110 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/111.md b/data/jurisdictions/us/states/ms/districts/house/111.md
new file mode 100644
index 0000000000..9a80637972
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 111"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 111
+
+State House district 111 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/112.md b/data/jurisdictions/us/states/ms/districts/house/112.md
new file mode 100644
index 0000000000..d9e3dcedb0
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 112"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 112
+
+State House district 112 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/113.md b/data/jurisdictions/us/states/ms/districts/house/113.md
new file mode 100644
index 0000000000..2b6582bb3c
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 113"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 113
+
+State House district 113 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/114.md b/data/jurisdictions/us/states/ms/districts/house/114.md
new file mode 100644
index 0000000000..48fe028ea8
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 114"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 114
+
+State House district 114 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/115.md b/data/jurisdictions/us/states/ms/districts/house/115.md
new file mode 100644
index 0000000000..5d721cdb95
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 115"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 115
+
+State House district 115 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/116.md b/data/jurisdictions/us/states/ms/districts/house/116.md
new file mode 100644
index 0000000000..2fce37f13e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 116"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 116
+
+State House district 116 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/117.md b/data/jurisdictions/us/states/ms/districts/house/117.md
new file mode 100644
index 0000000000..8dd0849b81
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 117"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 117
+
+State House district 117 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/118.md b/data/jurisdictions/us/states/ms/districts/house/118.md
new file mode 100644
index 0000000000..fe23345d51
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 118"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 118
+
+State House district 118 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/119.md b/data/jurisdictions/us/states/ms/districts/house/119.md
new file mode 100644
index 0000000000..c2b027e0ef
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 119"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 119
+
+State House district 119 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/12.md b/data/jurisdictions/us/states/ms/districts/house/12.md
new file mode 100644
index 0000000000..d392efe62c
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 12"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 12
+
+State House district 12 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/120.md b/data/jurisdictions/us/states/ms/districts/house/120.md
new file mode 100644
index 0000000000..e27afc04c3
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 120"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 120
+
+State House district 120 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/121.md b/data/jurisdictions/us/states/ms/districts/house/121.md
new file mode 100644
index 0000000000..99528beb96
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/121.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 121"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "121"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 121
+
+State House district 121 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/122.md b/data/jurisdictions/us/states/ms/districts/house/122.md
new file mode 100644
index 0000000000..5848e37a23
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/122.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 122"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "122"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 122
+
+State House district 122 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/13.md b/data/jurisdictions/us/states/ms/districts/house/13.md
new file mode 100644
index 0000000000..4e59fb2c6f
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 13"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 13
+
+State House district 13 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/14.md b/data/jurisdictions/us/states/ms/districts/house/14.md
new file mode 100644
index 0000000000..dd41ceeb4e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 14"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 14
+
+State House district 14 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/15.md b/data/jurisdictions/us/states/ms/districts/house/15.md
new file mode 100644
index 0000000000..ef6d7cd83e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 15"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 15
+
+State House district 15 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/16.md b/data/jurisdictions/us/states/ms/districts/house/16.md
new file mode 100644
index 0000000000..5941216c4a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 16"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 16
+
+State House district 16 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/17.md b/data/jurisdictions/us/states/ms/districts/house/17.md
new file mode 100644
index 0000000000..f5c72df0ed
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 17"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 17
+
+State House district 17 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/18.md b/data/jurisdictions/us/states/ms/districts/house/18.md
new file mode 100644
index 0000000000..b0e7814694
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 18"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 18
+
+State House district 18 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/19.md b/data/jurisdictions/us/states/ms/districts/house/19.md
new file mode 100644
index 0000000000..7405ce353d
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 19"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 19
+
+State House district 19 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/2.md b/data/jurisdictions/us/states/ms/districts/house/2.md
new file mode 100644
index 0000000000..21846b2c97
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 2"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 2
+
+State House district 2 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/20.md b/data/jurisdictions/us/states/ms/districts/house/20.md
new file mode 100644
index 0000000000..894fb688c8
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 20"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 20
+
+State House district 20 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/21.md b/data/jurisdictions/us/states/ms/districts/house/21.md
new file mode 100644
index 0000000000..0ff7cd3a47
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 21"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 21
+
+State House district 21 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/22.md b/data/jurisdictions/us/states/ms/districts/house/22.md
new file mode 100644
index 0000000000..ef08d13484
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 22"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 22
+
+State House district 22 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/23.md b/data/jurisdictions/us/states/ms/districts/house/23.md
new file mode 100644
index 0000000000..06cf115fe9
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 23"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 23
+
+State House district 23 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/24.md b/data/jurisdictions/us/states/ms/districts/house/24.md
new file mode 100644
index 0000000000..59cb118994
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 24"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 24
+
+State House district 24 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/25.md b/data/jurisdictions/us/states/ms/districts/house/25.md
new file mode 100644
index 0000000000..6755d9a7bf
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 25"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 25
+
+State House district 25 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/26.md b/data/jurisdictions/us/states/ms/districts/house/26.md
new file mode 100644
index 0000000000..239fd35097
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 26"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 26
+
+State House district 26 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/27.md b/data/jurisdictions/us/states/ms/districts/house/27.md
new file mode 100644
index 0000000000..c7195225ad
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 27"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 27
+
+State House district 27 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/28.md b/data/jurisdictions/us/states/ms/districts/house/28.md
new file mode 100644
index 0000000000..63b8c0b31b
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 28"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 28
+
+State House district 28 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/29.md b/data/jurisdictions/us/states/ms/districts/house/29.md
new file mode 100644
index 0000000000..b5c8bdf0f8
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 29"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 29
+
+State House district 29 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/3.md b/data/jurisdictions/us/states/ms/districts/house/3.md
new file mode 100644
index 0000000000..93de8dc818
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 3"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 3
+
+State House district 3 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/30.md b/data/jurisdictions/us/states/ms/districts/house/30.md
new file mode 100644
index 0000000000..182fa8f0f1
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 30"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 30
+
+State House district 30 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/31.md b/data/jurisdictions/us/states/ms/districts/house/31.md
new file mode 100644
index 0000000000..e4df03f3f2
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 31"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 31
+
+State House district 31 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/32.md b/data/jurisdictions/us/states/ms/districts/house/32.md
new file mode 100644
index 0000000000..5d371b1808
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 32"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 32
+
+State House district 32 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/33.md b/data/jurisdictions/us/states/ms/districts/house/33.md
new file mode 100644
index 0000000000..a2ee04a0cb
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 33"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 33
+
+State House district 33 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/34.md b/data/jurisdictions/us/states/ms/districts/house/34.md
new file mode 100644
index 0000000000..eabc8ceb0e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 34"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 34
+
+State House district 34 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/35.md b/data/jurisdictions/us/states/ms/districts/house/35.md
new file mode 100644
index 0000000000..dc2dadaa2e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 35"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 35
+
+State House district 35 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/36.md b/data/jurisdictions/us/states/ms/districts/house/36.md
new file mode 100644
index 0000000000..4eb423bd2b
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 36"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 36
+
+State House district 36 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/37.md b/data/jurisdictions/us/states/ms/districts/house/37.md
new file mode 100644
index 0000000000..f439d84be0
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 37"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 37
+
+State House district 37 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/38.md b/data/jurisdictions/us/states/ms/districts/house/38.md
new file mode 100644
index 0000000000..86604e05bc
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 38"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 38
+
+State House district 38 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/39.md b/data/jurisdictions/us/states/ms/districts/house/39.md
new file mode 100644
index 0000000000..56b8eb2d01
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 39"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 39
+
+State House district 39 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/4.md b/data/jurisdictions/us/states/ms/districts/house/4.md
new file mode 100644
index 0000000000..73ddd383ca
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 4"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 4
+
+State House district 4 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/40.md b/data/jurisdictions/us/states/ms/districts/house/40.md
new file mode 100644
index 0000000000..57a856060b
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 40"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 40
+
+State House district 40 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/41.md b/data/jurisdictions/us/states/ms/districts/house/41.md
new file mode 100644
index 0000000000..adde4cbbdb
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 41"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 41
+
+State House district 41 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/42.md b/data/jurisdictions/us/states/ms/districts/house/42.md
new file mode 100644
index 0000000000..629abad691
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 42"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 42
+
+State House district 42 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/43.md b/data/jurisdictions/us/states/ms/districts/house/43.md
new file mode 100644
index 0000000000..01662b3865
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 43"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 43
+
+State House district 43 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/44.md b/data/jurisdictions/us/states/ms/districts/house/44.md
new file mode 100644
index 0000000000..e69ba21f06
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 44"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 44
+
+State House district 44 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/45.md b/data/jurisdictions/us/states/ms/districts/house/45.md
new file mode 100644
index 0000000000..175d026f96
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 45"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 45
+
+State House district 45 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/46.md b/data/jurisdictions/us/states/ms/districts/house/46.md
new file mode 100644
index 0000000000..0ac2a8fa76
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 46"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 46
+
+State House district 46 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/47.md b/data/jurisdictions/us/states/ms/districts/house/47.md
new file mode 100644
index 0000000000..d0fdc08e24
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 47"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 47
+
+State House district 47 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/48.md b/data/jurisdictions/us/states/ms/districts/house/48.md
new file mode 100644
index 0000000000..3c6a22dbb3
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 48"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 48
+
+State House district 48 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/49.md b/data/jurisdictions/us/states/ms/districts/house/49.md
new file mode 100644
index 0000000000..b561a952fb
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 49"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 49
+
+State House district 49 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/5.md b/data/jurisdictions/us/states/ms/districts/house/5.md
new file mode 100644
index 0000000000..9660bad868
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 5"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 5
+
+State House district 5 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/50.md b/data/jurisdictions/us/states/ms/districts/house/50.md
new file mode 100644
index 0000000000..62e5cad598
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 50"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 50
+
+State House district 50 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/51.md b/data/jurisdictions/us/states/ms/districts/house/51.md
new file mode 100644
index 0000000000..0807fcc3c7
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 51"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 51
+
+State House district 51 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/52.md b/data/jurisdictions/us/states/ms/districts/house/52.md
new file mode 100644
index 0000000000..9d4f52ee4f
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 52"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 52
+
+State House district 52 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/53.md b/data/jurisdictions/us/states/ms/districts/house/53.md
new file mode 100644
index 0000000000..2da163497e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 53"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 53
+
+State House district 53 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/54.md b/data/jurisdictions/us/states/ms/districts/house/54.md
new file mode 100644
index 0000000000..c794ed7d91
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 54"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 54
+
+State House district 54 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/55.md b/data/jurisdictions/us/states/ms/districts/house/55.md
new file mode 100644
index 0000000000..190968df7a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 55"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 55
+
+State House district 55 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/56.md b/data/jurisdictions/us/states/ms/districts/house/56.md
new file mode 100644
index 0000000000..c26f42f5d7
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 56"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 56
+
+State House district 56 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/57.md b/data/jurisdictions/us/states/ms/districts/house/57.md
new file mode 100644
index 0000000000..2011271817
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 57"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 57
+
+State House district 57 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/58.md b/data/jurisdictions/us/states/ms/districts/house/58.md
new file mode 100644
index 0000000000..922a223de1
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 58"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 58
+
+State House district 58 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/59.md b/data/jurisdictions/us/states/ms/districts/house/59.md
new file mode 100644
index 0000000000..4e1114301a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 59"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 59
+
+State House district 59 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/6.md b/data/jurisdictions/us/states/ms/districts/house/6.md
new file mode 100644
index 0000000000..ed353e25e0
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 6"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 6
+
+State House district 6 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/60.md b/data/jurisdictions/us/states/ms/districts/house/60.md
new file mode 100644
index 0000000000..9cab8759a4
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 60"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 60
+
+State House district 60 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/61.md b/data/jurisdictions/us/states/ms/districts/house/61.md
new file mode 100644
index 0000000000..bc54a96a58
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 61"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 61
+
+State House district 61 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/62.md b/data/jurisdictions/us/states/ms/districts/house/62.md
new file mode 100644
index 0000000000..ccdc01bcb7
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 62"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 62
+
+State House district 62 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/63.md b/data/jurisdictions/us/states/ms/districts/house/63.md
new file mode 100644
index 0000000000..ad9755c24a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 63"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 63
+
+State House district 63 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/64.md b/data/jurisdictions/us/states/ms/districts/house/64.md
new file mode 100644
index 0000000000..d2b3ece2ea
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 64"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 64
+
+State House district 64 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/65.md b/data/jurisdictions/us/states/ms/districts/house/65.md
new file mode 100644
index 0000000000..abb4373d54
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 65"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 65
+
+State House district 65 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/66.md b/data/jurisdictions/us/states/ms/districts/house/66.md
new file mode 100644
index 0000000000..3f30bde3b4
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 66"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 66
+
+State House district 66 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/67.md b/data/jurisdictions/us/states/ms/districts/house/67.md
new file mode 100644
index 0000000000..5d82030ab8
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 67"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 67
+
+State House district 67 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/68.md b/data/jurisdictions/us/states/ms/districts/house/68.md
new file mode 100644
index 0000000000..69b7b82cb0
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 68"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 68
+
+State House district 68 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/69.md b/data/jurisdictions/us/states/ms/districts/house/69.md
new file mode 100644
index 0000000000..12afff655e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 69"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 69
+
+State House district 69 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/7.md b/data/jurisdictions/us/states/ms/districts/house/7.md
new file mode 100644
index 0000000000..55e5d28b41
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 7"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 7
+
+State House district 7 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/70.md b/data/jurisdictions/us/states/ms/districts/house/70.md
new file mode 100644
index 0000000000..51f90f4d78
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 70"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 70
+
+State House district 70 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/71.md b/data/jurisdictions/us/states/ms/districts/house/71.md
new file mode 100644
index 0000000000..d30dc9097e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 71"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 71
+
+State House district 71 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/72.md b/data/jurisdictions/us/states/ms/districts/house/72.md
new file mode 100644
index 0000000000..a037734351
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 72"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 72
+
+State House district 72 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/73.md b/data/jurisdictions/us/states/ms/districts/house/73.md
new file mode 100644
index 0000000000..07d200c679
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 73"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 73
+
+State House district 73 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/74.md b/data/jurisdictions/us/states/ms/districts/house/74.md
new file mode 100644
index 0000000000..0b16f71246
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 74"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 74
+
+State House district 74 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/75.md b/data/jurisdictions/us/states/ms/districts/house/75.md
new file mode 100644
index 0000000000..548b74ab0e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 75"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 75
+
+State House district 75 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/76.md b/data/jurisdictions/us/states/ms/districts/house/76.md
new file mode 100644
index 0000000000..8a1d983946
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 76"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 76
+
+State House district 76 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/77.md b/data/jurisdictions/us/states/ms/districts/house/77.md
new file mode 100644
index 0000000000..49dfc81a9e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 77"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 77
+
+State House district 77 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/78.md b/data/jurisdictions/us/states/ms/districts/house/78.md
new file mode 100644
index 0000000000..81ca33aa75
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 78"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 78
+
+State House district 78 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/79.md b/data/jurisdictions/us/states/ms/districts/house/79.md
new file mode 100644
index 0000000000..ae9f49f2e4
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 79"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 79
+
+State House district 79 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/8.md b/data/jurisdictions/us/states/ms/districts/house/8.md
new file mode 100644
index 0000000000..e15062ad5b
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 8"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 8
+
+State House district 8 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/80.md b/data/jurisdictions/us/states/ms/districts/house/80.md
new file mode 100644
index 0000000000..06a2f0ceee
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 80"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 80
+
+State House district 80 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/81.md b/data/jurisdictions/us/states/ms/districts/house/81.md
new file mode 100644
index 0000000000..d890dc4b97
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 81"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 81
+
+State House district 81 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/82.md b/data/jurisdictions/us/states/ms/districts/house/82.md
new file mode 100644
index 0000000000..706acdc8c5
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 82"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 82
+
+State House district 82 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/83.md b/data/jurisdictions/us/states/ms/districts/house/83.md
new file mode 100644
index 0000000000..63e7753878
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 83"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 83
+
+State House district 83 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/84.md b/data/jurisdictions/us/states/ms/districts/house/84.md
new file mode 100644
index 0000000000..462a72a04d
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 84"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 84
+
+State House district 84 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/85.md b/data/jurisdictions/us/states/ms/districts/house/85.md
new file mode 100644
index 0000000000..a963ef8eed
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 85"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 85
+
+State House district 85 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/86.md b/data/jurisdictions/us/states/ms/districts/house/86.md
new file mode 100644
index 0000000000..a539af8b01
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 86"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 86
+
+State House district 86 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/87.md b/data/jurisdictions/us/states/ms/districts/house/87.md
new file mode 100644
index 0000000000..58e05be43a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 87"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 87
+
+State House district 87 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/88.md b/data/jurisdictions/us/states/ms/districts/house/88.md
new file mode 100644
index 0000000000..884935249d
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 88"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 88
+
+State House district 88 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/89.md b/data/jurisdictions/us/states/ms/districts/house/89.md
new file mode 100644
index 0000000000..e89ea52d0a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 89"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 89
+
+State House district 89 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/9.md b/data/jurisdictions/us/states/ms/districts/house/9.md
new file mode 100644
index 0000000000..fc5fb303c4
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 9"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 9
+
+State House district 9 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/90.md b/data/jurisdictions/us/states/ms/districts/house/90.md
new file mode 100644
index 0000000000..eb57ebeb98
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 90"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 90
+
+State House district 90 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/91.md b/data/jurisdictions/us/states/ms/districts/house/91.md
new file mode 100644
index 0000000000..22683de2bb
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 91"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 91
+
+State House district 91 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/92.md b/data/jurisdictions/us/states/ms/districts/house/92.md
new file mode 100644
index 0000000000..582e9a53dd
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 92"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 92
+
+State House district 92 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/93.md b/data/jurisdictions/us/states/ms/districts/house/93.md
new file mode 100644
index 0000000000..f52fc9c47a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 93"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 93
+
+State House district 93 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/94.md b/data/jurisdictions/us/states/ms/districts/house/94.md
new file mode 100644
index 0000000000..718530667d
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 94"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 94
+
+State House district 94 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/95.md b/data/jurisdictions/us/states/ms/districts/house/95.md
new file mode 100644
index 0000000000..7bf52ceece
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 95"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 95
+
+State House district 95 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/96.md b/data/jurisdictions/us/states/ms/districts/house/96.md
new file mode 100644
index 0000000000..4e0d88787a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 96"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 96
+
+State House district 96 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/97.md b/data/jurisdictions/us/states/ms/districts/house/97.md
new file mode 100644
index 0000000000..c5876bbf18
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 97"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 97
+
+State House district 97 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/98.md b/data/jurisdictions/us/states/ms/districts/house/98.md
new file mode 100644
index 0000000000..fb794d0a05
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 98"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 98
+
+State House district 98 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/house/99.md b/data/jurisdictions/us/states/ms/districts/house/99.md
new file mode 100644
index 0000000000..8a9f82ec16
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS House District 99"
+classification: state-house-district
+state: "MS"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS House District 99
+
+State House district 99 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/1.md b/data/jurisdictions/us/states/ms/districts/senate/1.md
new file mode 100644
index 0000000000..7fbf88e056
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 1"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 1
+
+State Senate district 1 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/10.md b/data/jurisdictions/us/states/ms/districts/senate/10.md
new file mode 100644
index 0000000000..20bcfb9220
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 10"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 10
+
+State Senate district 10 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/11.md b/data/jurisdictions/us/states/ms/districts/senate/11.md
new file mode 100644
index 0000000000..a9e37aa42e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 11"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 11
+
+State Senate district 11 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/12.md b/data/jurisdictions/us/states/ms/districts/senate/12.md
new file mode 100644
index 0000000000..cac82e8ec8
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 12"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 12
+
+State Senate district 12 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/13.md b/data/jurisdictions/us/states/ms/districts/senate/13.md
new file mode 100644
index 0000000000..36f1e1e7dc
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 13"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 13
+
+State Senate district 13 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/14.md b/data/jurisdictions/us/states/ms/districts/senate/14.md
new file mode 100644
index 0000000000..c5163dea3e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 14"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 14
+
+State Senate district 14 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/15.md b/data/jurisdictions/us/states/ms/districts/senate/15.md
new file mode 100644
index 0000000000..c770702472
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 15"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 15
+
+State Senate district 15 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/16.md b/data/jurisdictions/us/states/ms/districts/senate/16.md
new file mode 100644
index 0000000000..6f14ba9d2b
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 16"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 16
+
+State Senate district 16 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/17.md b/data/jurisdictions/us/states/ms/districts/senate/17.md
new file mode 100644
index 0000000000..ef4fc7731a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 17"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 17
+
+State Senate district 17 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/18.md b/data/jurisdictions/us/states/ms/districts/senate/18.md
new file mode 100644
index 0000000000..19f57bfb5d
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 18"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 18
+
+State Senate district 18 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/19.md b/data/jurisdictions/us/states/ms/districts/senate/19.md
new file mode 100644
index 0000000000..69a4521773
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 19"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 19
+
+State Senate district 19 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/2.md b/data/jurisdictions/us/states/ms/districts/senate/2.md
new file mode 100644
index 0000000000..c7695bc27a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 2"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 2
+
+State Senate district 2 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/20.md b/data/jurisdictions/us/states/ms/districts/senate/20.md
new file mode 100644
index 0000000000..d7e4382204
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 20"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 20
+
+State Senate district 20 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/21.md b/data/jurisdictions/us/states/ms/districts/senate/21.md
new file mode 100644
index 0000000000..2983d12189
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 21"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 21
+
+State Senate district 21 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/22.md b/data/jurisdictions/us/states/ms/districts/senate/22.md
new file mode 100644
index 0000000000..a5cb36ee5f
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 22"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 22
+
+State Senate district 22 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/23.md b/data/jurisdictions/us/states/ms/districts/senate/23.md
new file mode 100644
index 0000000000..aa282294bf
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 23"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 23
+
+State Senate district 23 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/24.md b/data/jurisdictions/us/states/ms/districts/senate/24.md
new file mode 100644
index 0000000000..d79cdbb71c
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 24"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 24
+
+State Senate district 24 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/25.md b/data/jurisdictions/us/states/ms/districts/senate/25.md
new file mode 100644
index 0000000000..4f00a3a449
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 25"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 25
+
+State Senate district 25 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/26.md b/data/jurisdictions/us/states/ms/districts/senate/26.md
new file mode 100644
index 0000000000..b47d9c169f
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 26"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 26
+
+State Senate district 26 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/27.md b/data/jurisdictions/us/states/ms/districts/senate/27.md
new file mode 100644
index 0000000000..d6a7f4e5fc
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 27"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 27
+
+State Senate district 27 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/28.md b/data/jurisdictions/us/states/ms/districts/senate/28.md
new file mode 100644
index 0000000000..f426d0f66f
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 28"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 28
+
+State Senate district 28 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/29.md b/data/jurisdictions/us/states/ms/districts/senate/29.md
new file mode 100644
index 0000000000..a8bc69bf24
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 29"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 29
+
+State Senate district 29 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/3.md b/data/jurisdictions/us/states/ms/districts/senate/3.md
new file mode 100644
index 0000000000..2b7e78a566
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 3"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 3
+
+State Senate district 3 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/30.md b/data/jurisdictions/us/states/ms/districts/senate/30.md
new file mode 100644
index 0000000000..b37647dbf3
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 30"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 30
+
+State Senate district 30 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/31.md b/data/jurisdictions/us/states/ms/districts/senate/31.md
new file mode 100644
index 0000000000..18df38fa75
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 31"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 31
+
+State Senate district 31 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/32.md b/data/jurisdictions/us/states/ms/districts/senate/32.md
new file mode 100644
index 0000000000..4b2b13de4b
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 32"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 32
+
+State Senate district 32 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/33.md b/data/jurisdictions/us/states/ms/districts/senate/33.md
new file mode 100644
index 0000000000..bee70fd699
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 33"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 33
+
+State Senate district 33 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/34.md b/data/jurisdictions/us/states/ms/districts/senate/34.md
new file mode 100644
index 0000000000..f7bbdc1707
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 34"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 34
+
+State Senate district 34 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/35.md b/data/jurisdictions/us/states/ms/districts/senate/35.md
new file mode 100644
index 0000000000..69b52be33e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 35"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 35
+
+State Senate district 35 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/36.md b/data/jurisdictions/us/states/ms/districts/senate/36.md
new file mode 100644
index 0000000000..40931e8716
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 36"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 36
+
+State Senate district 36 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/37.md b/data/jurisdictions/us/states/ms/districts/senate/37.md
new file mode 100644
index 0000000000..82cc0bc76a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 37"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 37
+
+State Senate district 37 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/38.md b/data/jurisdictions/us/states/ms/districts/senate/38.md
new file mode 100644
index 0000000000..8ae178d036
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 38"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 38
+
+State Senate district 38 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/39.md b/data/jurisdictions/us/states/ms/districts/senate/39.md
new file mode 100644
index 0000000000..aa4c5e173a
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 39"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 39
+
+State Senate district 39 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/4.md b/data/jurisdictions/us/states/ms/districts/senate/4.md
new file mode 100644
index 0000000000..ac2ec4c6da
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 4"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 4
+
+State Senate district 4 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/40.md b/data/jurisdictions/us/states/ms/districts/senate/40.md
new file mode 100644
index 0000000000..e30eb293aa
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 40"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 40
+
+State Senate district 40 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/41.md b/data/jurisdictions/us/states/ms/districts/senate/41.md
new file mode 100644
index 0000000000..dcf8d3cad7
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 41"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 41
+
+State Senate district 41 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/42.md b/data/jurisdictions/us/states/ms/districts/senate/42.md
new file mode 100644
index 0000000000..7f1dd72119
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 42"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 42
+
+State Senate district 42 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/43.md b/data/jurisdictions/us/states/ms/districts/senate/43.md
new file mode 100644
index 0000000000..01ab97cb58
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 43"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 43
+
+State Senate district 43 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/44.md b/data/jurisdictions/us/states/ms/districts/senate/44.md
new file mode 100644
index 0000000000..02c7c26527
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 44"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 44
+
+State Senate district 44 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/45.md b/data/jurisdictions/us/states/ms/districts/senate/45.md
new file mode 100644
index 0000000000..ae61103e0b
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 45"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 45
+
+State Senate district 45 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/46.md b/data/jurisdictions/us/states/ms/districts/senate/46.md
new file mode 100644
index 0000000000..47091435fc
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 46"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 46
+
+State Senate district 46 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/47.md b/data/jurisdictions/us/states/ms/districts/senate/47.md
new file mode 100644
index 0000000000..3062dcb84b
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 47"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 47
+
+State Senate district 47 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/48.md b/data/jurisdictions/us/states/ms/districts/senate/48.md
new file mode 100644
index 0000000000..9b89bded41
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 48"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 48
+
+State Senate district 48 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/49.md b/data/jurisdictions/us/states/ms/districts/senate/49.md
new file mode 100644
index 0000000000..4611cf38e1
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 49"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 49
+
+State Senate district 49 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/5.md b/data/jurisdictions/us/states/ms/districts/senate/5.md
new file mode 100644
index 0000000000..a2c86e024e
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 5"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 5
+
+State Senate district 5 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/50.md b/data/jurisdictions/us/states/ms/districts/senate/50.md
new file mode 100644
index 0000000000..d0bac57854
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 50"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 50
+
+State Senate district 50 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/51.md b/data/jurisdictions/us/states/ms/districts/senate/51.md
new file mode 100644
index 0000000000..97e4b9429d
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 51"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 51
+
+State Senate district 51 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/52.md b/data/jurisdictions/us/states/ms/districts/senate/52.md
new file mode 100644
index 0000000000..42bfb4526f
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 52"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 52
+
+State Senate district 52 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/6.md b/data/jurisdictions/us/states/ms/districts/senate/6.md
new file mode 100644
index 0000000000..e6efb81968
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 6"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 6
+
+State Senate district 6 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/7.md b/data/jurisdictions/us/states/ms/districts/senate/7.md
new file mode 100644
index 0000000000..3e5290081b
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 7"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 7
+
+State Senate district 7 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/8.md b/data/jurisdictions/us/states/ms/districts/senate/8.md
new file mode 100644
index 0000000000..6a90ddbb35
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 8"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 8
+
+State Senate district 8 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/districts/senate/9.md b/data/jurisdictions/us/states/ms/districts/senate/9.md
new file mode 100644
index 0000000000..0b896dc1ae
--- /dev/null
+++ b/data/jurisdictions/us/states/ms/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MS Senate District 9"
+classification: state-senate-district
+state: "MS"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ms]
+timestamp: "2026-07-03"
+---
+
+# MS Senate District 9
+
+State Senate district 9 (MS).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ms/people/albert-butler.md b/data/jurisdictions/us/states/ms/people/albert-butler.md
index bc5a5e97cb..d777d7885a 100644
--- a/data/jurisdictions/us/states/ms/people/albert-butler.md
+++ b/data/jurisdictions/us/states/ms/people/albert-butler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 37"
+represents: "us/states/ms/districts/senate/37"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 37 (MS State Senate District 37).
 
+Represents [MS State Senate District 37](/us/states/ms/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/andy-berry.md b/data/jurisdictions/us/states/ms/people/andy-berry.md
index 5a6427e70a..71e6b97d93 100644
--- a/data/jurisdictions/us/states/ms/people/andy-berry.md
+++ b/data/jurisdictions/us/states/ms/people/andy-berry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 35"
+represents: "us/states/ms/districts/senate/35"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 35 (MS State Senate District 35).
 
+Represents [MS State Senate District 35](/us/states/ms/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/andy-boyd.md b/data/jurisdictions/us/states/ms/people/andy-boyd.md
index b73df95401..8ee0ba8643 100644
--- a/data/jurisdictions/us/states/ms/people/andy-boyd.md
+++ b/data/jurisdictions/us/states/ms/people/andy-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 37"
+represents: "us/states/ms/districts/house/37"
 tenure:
   start: "2022-11-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 37 (MS State House of Representatives District 37).
 
+Represents [MS State House of Representatives District 37](/us/states/ms/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/angela-cockerham.md b/data/jurisdictions/us/states/ms/people/angela-cockerham.md
index c72e59ce47..22f993fec7 100644
--- a/data/jurisdictions/us/states/ms/people/angela-cockerham.md
+++ b/data/jurisdictions/us/states/ms/people/angela-cockerham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 96"
+represents: "us/states/ms/districts/house/96"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 96 (MS State House of Representatives District 96).
 
+Represents [MS State House of Representatives District 96](/us/states/ms/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/angela-hill.md b/data/jurisdictions/us/states/ms/people/angela-hill.md
index 40975163c9..936f30d591 100644
--- a/data/jurisdictions/us/states/ms/people/angela-hill.md
+++ b/data/jurisdictions/us/states/ms/people/angela-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 40"
+represents: "us/states/ms/districts/senate/40"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 40 (MS State Senate District 40).
 
+Represents [MS State Senate District 40](/us/states/ms/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/angela-turner-ford.md b/data/jurisdictions/us/states/ms/people/angela-turner-ford.md
index cbe30b2a9f..04b74c5b30 100644
--- a/data/jurisdictions/us/states/ms/people/angela-turner-ford.md
+++ b/data/jurisdictions/us/states/ms/people/angela-turner-ford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 16"
+represents: "us/states/ms/districts/senate/16"
 tenure:
   start: "2013-01-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 16 (MS State Senate District 16).
 
+Represents [MS State Senate District 16](/us/states/ms/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/bart-williams.md b/data/jurisdictions/us/states/ms/people/bart-williams.md
index bc83b60d6a..08366ee6e1 100644
--- a/data/jurisdictions/us/states/ms/people/bart-williams.md
+++ b/data/jurisdictions/us/states/ms/people/bart-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 15"
+represents: "us/states/ms/districts/senate/15"
 tenure:
   start: "2020-10-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 15 (MS State Senate District 15).
 
+Represents [MS State Senate District 15](/us/states/ms/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/becky-currie.md b/data/jurisdictions/us/states/ms/people/becky-currie.md
index 36cdfc9343..7c77289414 100644
--- a/data/jurisdictions/us/states/ms/people/becky-currie.md
+++ b/data/jurisdictions/us/states/ms/people/becky-currie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 92"
+represents: "us/states/ms/districts/house/92"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 92 (MS State House of Representatives District 92).
 
+Represents [MS State House of Representatives District 92](/us/states/ms/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/ben-suber.md b/data/jurisdictions/us/states/ms/people/ben-suber.md
index d71f235ac0..658d33260a 100644
--- a/data/jurisdictions/us/states/ms/people/ben-suber.md
+++ b/data/jurisdictions/us/states/ms/people/ben-suber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 8"
+represents: "us/states/ms/districts/senate/8"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 8 (MS State Senate District 8).
 
+Represents [MS State Senate District 8](/us/states/ms/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/beth-waldo.md b/data/jurisdictions/us/states/ms/people/beth-waldo.md
index 4726fc9076..b7763cd71b 100644
--- a/data/jurisdictions/us/states/ms/people/beth-waldo.md
+++ b/data/jurisdictions/us/states/ms/people/beth-waldo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 15"
+represents: "us/states/ms/districts/house/15"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 15 (MS State House of Representatives District 15).
 
+Represents [MS State House of Representatives District 15](/us/states/ms/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/bill-kinkade.md b/data/jurisdictions/us/states/ms/people/bill-kinkade.md
index 07eff5ec27..a5872db19d 100644
--- a/data/jurisdictions/us/states/ms/people/bill-kinkade.md
+++ b/data/jurisdictions/us/states/ms/people/bill-kinkade.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 52"
+represents: "us/states/ms/districts/house/52"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 52 (MS State House of Representatives District 52).
 
+Represents [MS State House of Representatives District 52](/us/states/ms/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/bill-pigott.md b/data/jurisdictions/us/states/ms/people/bill-pigott.md
index d7518cfd76..9a94f04370 100644
--- a/data/jurisdictions/us/states/ms/people/bill-pigott.md
+++ b/data/jurisdictions/us/states/ms/people/bill-pigott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 99"
+represents: "us/states/ms/districts/house/99"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 99 (MS State House of Representatives District 99).
 
+Represents [MS State House of Representatives District 99](/us/states/ms/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/billy-adam-calvert.md b/data/jurisdictions/us/states/ms/people/billy-adam-calvert.md
index 91341432e9..dbc672ece8 100644
--- a/data/jurisdictions/us/states/ms/people/billy-adam-calvert.md
+++ b/data/jurisdictions/us/states/ms/people/billy-adam-calvert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 83"
+represents: "us/states/ms/districts/house/83"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 83 (MS State House of Representatives District 83).
 
+Represents [MS State House of Representatives District 83](/us/states/ms/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/bo-brown.md b/data/jurisdictions/us/states/ms/people/bo-brown.md
index 1230b8dec2..036a3d9c4d 100644
--- a/data/jurisdictions/us/states/ms/people/bo-brown.md
+++ b/data/jurisdictions/us/states/ms/people/bo-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 70"
+represents: "us/states/ms/districts/house/70"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 70 (MS State House of Representatives District 70).
 
+Represents [MS State House of Representatives District 70](/us/states/ms/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/bob-evans.md b/data/jurisdictions/us/states/ms/people/bob-evans.md
index e241a5f7bc..19db9ff336 100644
--- a/data/jurisdictions/us/states/ms/people/bob-evans.md
+++ b/data/jurisdictions/us/states/ms/people/bob-evans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 91"
+represents: "us/states/ms/districts/house/91"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 91 (MS State House of Representatives District 91).
 
+Represents [MS State House of Representatives District 91](/us/states/ms/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/brad-mattox.md b/data/jurisdictions/us/states/ms/people/brad-mattox.md
index 8c5d6d0736..9e170ae0cb 100644
--- a/data/jurisdictions/us/states/ms/people/brad-mattox.md
+++ b/data/jurisdictions/us/states/ms/people/brad-mattox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 2"
+represents: "us/states/ms/districts/house/2"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 2 (MS State House of Representatives District 2).
 
+Represents [MS State House of Representatives District 2](/us/states/ms/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/bradford-blackmon.md b/data/jurisdictions/us/states/ms/people/bradford-blackmon.md
index 2087746b58..a1fdd6176a 100644
--- a/data/jurisdictions/us/states/ms/people/bradford-blackmon.md
+++ b/data/jurisdictions/us/states/ms/people/bradford-blackmon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 21"
+represents: "us/states/ms/districts/senate/21"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 21 (MS State Senate District 21).
 
+Represents [MS State Senate District 21](/us/states/ms/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/brent-anderson.md b/data/jurisdictions/us/states/ms/people/brent-anderson.md
index bb3c246e66..c65fbbaec3 100644
--- a/data/jurisdictions/us/states/ms/people/brent-anderson.md
+++ b/data/jurisdictions/us/states/ms/people/brent-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 122"
+represents: "us/states/ms/districts/house/122"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 122 (MS State House of Representatives District 122).
 
+Represents [MS State House of Representatives District 122](/us/states/ms/districts/house/122.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/brent-powell.md b/data/jurisdictions/us/states/ms/people/brent-powell.md
index 6e31c49a14..fc0e250bef 100644
--- a/data/jurisdictions/us/states/ms/people/brent-powell.md
+++ b/data/jurisdictions/us/states/ms/people/brent-powell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 59"
+represents: "us/states/ms/districts/house/59"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 59 (MS State House of Representatives District 59).
 
+Represents [MS State House of Representatives District 59](/us/states/ms/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/brian-rhodes.md b/data/jurisdictions/us/states/ms/people/brian-rhodes.md
index faa4402ac0..24e056ca64 100644
--- a/data/jurisdictions/us/states/ms/people/brian-rhodes.md
+++ b/data/jurisdictions/us/states/ms/people/brian-rhodes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 36"
+represents: "us/states/ms/districts/senate/36"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 36 (MS State Senate District 36).
 
+Represents [MS State Senate District 36](/us/states/ms/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/brice-wiggins.md b/data/jurisdictions/us/states/ms/people/brice-wiggins.md
index 43deafe47c..8ea6002555 100644
--- a/data/jurisdictions/us/states/ms/people/brice-wiggins.md
+++ b/data/jurisdictions/us/states/ms/people/brice-wiggins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 52"
+represents: "us/states/ms/districts/senate/52"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 52 (MS State Senate District 52).
 
+Represents [MS State Senate District 52](/us/states/ms/districts/senate/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/briggs-hopson.md b/data/jurisdictions/us/states/ms/people/briggs-hopson.md
index 7afcd27d82..18a859dce0 100644
--- a/data/jurisdictions/us/states/ms/people/briggs-hopson.md
+++ b/data/jurisdictions/us/states/ms/people/briggs-hopson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 23"
+represents: "us/states/ms/districts/senate/23"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 23 (MS State Senate District 23).
 
+Represents [MS State Senate District 23](/us/states/ms/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/bryant-clark.md b/data/jurisdictions/us/states/ms/people/bryant-clark.md
index 0768371dd5..b1fc1121ad 100644
--- a/data/jurisdictions/us/states/ms/people/bryant-clark.md
+++ b/data/jurisdictions/us/states/ms/people/bryant-clark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 47"
+represents: "us/states/ms/districts/house/47"
 tenure:
   start: "2004-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 47 (MS State House of Representatives District 47).
 
+Represents [MS State House of Representatives District 47](/us/states/ms/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/bubba-carpenter.md b/data/jurisdictions/us/states/ms/people/bubba-carpenter.md
index 94efead8b9..61ee48a8c3 100644
--- a/data/jurisdictions/us/states/ms/people/bubba-carpenter.md
+++ b/data/jurisdictions/us/states/ms/people/bubba-carpenter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 1"
+represents: "us/states/ms/districts/house/1"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 1 (MS State House of Representatives District 1).
 
+Represents [MS State House of Representatives District 1](/us/states/ms/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/bubba-tubb.md b/data/jurisdictions/us/states/ms/people/bubba-tubb.md
index b766c79f77..4511b11efe 100644
--- a/data/jurisdictions/us/states/ms/people/bubba-tubb.md
+++ b/data/jurisdictions/us/states/ms/people/bubba-tubb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 87"
+represents: "us/states/ms/districts/house/87"
 tenure:
   start: "2020-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 87 (MS State House of Representatives District 87).
 
+Represents [MS State House of Representatives District 87](/us/states/ms/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/carl-mickens.md b/data/jurisdictions/us/states/ms/people/carl-mickens.md
index 8695c5237c..d263f1ff50 100644
--- a/data/jurisdictions/us/states/ms/people/carl-mickens.md
+++ b/data/jurisdictions/us/states/ms/people/carl-mickens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 42"
+represents: "us/states/ms/districts/house/42"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 42 (MS State House of Representatives District 42).
 
+Represents [MS State House of Representatives District 42](/us/states/ms/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/carolyn-crawford.md b/data/jurisdictions/us/states/ms/people/carolyn-crawford.md
index f7cb4ed8f9..460d3f25bc 100644
--- a/data/jurisdictions/us/states/ms/people/carolyn-crawford.md
+++ b/data/jurisdictions/us/states/ms/people/carolyn-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 121"
+represents: "us/states/ms/districts/house/121"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 121 (MS State House of Representatives District 121).
 
+Represents [MS State House of Representatives District 121](/us/states/ms/districts/house/121.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/casey-eure.md b/data/jurisdictions/us/states/ms/people/casey-eure.md
index 0bcb6d96c5..11b70beb2f 100644
--- a/data/jurisdictions/us/states/ms/people/casey-eure.md
+++ b/data/jurisdictions/us/states/ms/people/casey-eure.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 116"
+represents: "us/states/ms/districts/house/116"
 tenure:
   start: "2011-02-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 116 (MS State House of Representatives District 116).
 
+Represents [MS State House of Representatives District 116](/us/states/ms/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/cedric-burnett.md b/data/jurisdictions/us/states/ms/people/cedric-burnett.md
index 26562e709f..058f21f0f1 100644
--- a/data/jurisdictions/us/states/ms/people/cedric-burnett.md
+++ b/data/jurisdictions/us/states/ms/people/cedric-burnett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 9"
+represents: "us/states/ms/districts/house/9"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 9 (MS State House of Representatives District 9).
 
+Represents [MS State House of Representatives District 9](/us/states/ms/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/celeste-hurst.md b/data/jurisdictions/us/states/ms/people/celeste-hurst.md
index 9c70f41ec7..7284b383ab 100644
--- a/data/jurisdictions/us/states/ms/people/celeste-hurst.md
+++ b/data/jurisdictions/us/states/ms/people/celeste-hurst.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 75"
+represents: "us/states/ms/districts/house/75"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 75 (MS State House of Representatives District 75).
 
+Represents [MS State House of Representatives District 75](/us/states/ms/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/chad-mcmahan.md b/data/jurisdictions/us/states/ms/people/chad-mcmahan.md
index a5dbdc7e2b..e29458e059 100644
--- a/data/jurisdictions/us/states/ms/people/chad-mcmahan.md
+++ b/data/jurisdictions/us/states/ms/people/chad-mcmahan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 6"
+represents: "us/states/ms/districts/senate/6"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 6 (MS State Senate District 6).
 
+Represents [MS State Senate District 6](/us/states/ms/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/cheikh-taylor.md b/data/jurisdictions/us/states/ms/people/cheikh-taylor.md
index 73e4f0ccfd..d11615ba4a 100644
--- a/data/jurisdictions/us/states/ms/people/cheikh-taylor.md
+++ b/data/jurisdictions/us/states/ms/people/cheikh-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 38"
+represents: "us/states/ms/districts/house/38"
 tenure:
   start: "2017-12-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 38 (MS State House of Representatives District 38).
 
+Represents [MS State House of Representatives District 38](/us/states/ms/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/chris-bell.md b/data/jurisdictions/us/states/ms/people/chris-bell.md
index 45c75e4b50..bff6cafa75 100644
--- a/data/jurisdictions/us/states/ms/people/chris-bell.md
+++ b/data/jurisdictions/us/states/ms/people/chris-bell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 65"
+represents: "us/states/ms/districts/house/65"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 65 (MS State House of Representatives District 65).
 
+Represents [MS State House of Representatives District 65](/us/states/ms/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/chris-johnson.md b/data/jurisdictions/us/states/ms/people/chris-johnson.md
index 08af13c504..f8bda73daa 100644
--- a/data/jurisdictions/us/states/ms/people/chris-johnson.md
+++ b/data/jurisdictions/us/states/ms/people/chris-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 44"
+represents: "us/states/ms/districts/senate/44"
 tenure:
   start: "2026-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 44 (MS State Senate District 44).
 
+Represents [MS State Senate District 44](/us/states/ms/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/chuck-blackwell.md b/data/jurisdictions/us/states/ms/people/chuck-blackwell.md
index ec15d18a01..1b8a130e34 100644
--- a/data/jurisdictions/us/states/ms/people/chuck-blackwell.md
+++ b/data/jurisdictions/us/states/ms/people/chuck-blackwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 88"
+represents: "us/states/ms/districts/house/88"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 88 (MS State House of Representatives District 88).
 
+Represents [MS State House of Representatives District 88](/us/states/ms/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/chuck-younger.md b/data/jurisdictions/us/states/ms/people/chuck-younger.md
index 6663f58143..56b507f8ea 100644
--- a/data/jurisdictions/us/states/ms/people/chuck-younger.md
+++ b/data/jurisdictions/us/states/ms/people/chuck-younger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 17"
+represents: "us/states/ms/districts/senate/17"
 tenure:
   start: "2014-11-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 17 (MS State Senate District 17).
 
+Represents [MS State Senate District 17](/us/states/ms/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/clay-deweese.md b/data/jurisdictions/us/states/ms/people/clay-deweese.md
index 609ff0f7f9..5979c7c745 100644
--- a/data/jurisdictions/us/states/ms/people/clay-deweese.md
+++ b/data/jurisdictions/us/states/ms/people/clay-deweese.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 12"
+represents: "us/states/ms/districts/house/12"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 12 (MS State House of Representatives District 12).
 
+Represents [MS State House of Representatives District 12](/us/states/ms/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/clay-mansell.md b/data/jurisdictions/us/states/ms/people/clay-mansell.md
index f6465de454..c4246e7bbd 100644
--- a/data/jurisdictions/us/states/ms/people/clay-mansell.md
+++ b/data/jurisdictions/us/states/ms/people/clay-mansell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 56"
+represents: "us/states/ms/districts/house/56"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 56 (MS State House of Representatives District 56).
 
+Represents [MS State House of Representatives District 56](/us/states/ms/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/dan-eubanks.md b/data/jurisdictions/us/states/ms/people/dan-eubanks.md
index 7a968f1ecb..8cc954e9d9 100644
--- a/data/jurisdictions/us/states/ms/people/dan-eubanks.md
+++ b/data/jurisdictions/us/states/ms/people/dan-eubanks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 25"
+represents: "us/states/ms/districts/house/25"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 25 (MS State House of Representatives District 25).
 
+Represents [MS State House of Representatives District 25](/us/states/ms/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/dana-mclean.md b/data/jurisdictions/us/states/ms/people/dana-mclean.md
index 09888dd5b9..1ca3c283f5 100644
--- a/data/jurisdictions/us/states/ms/people/dana-mclean.md
+++ b/data/jurisdictions/us/states/ms/people/dana-mclean.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 39"
+represents: "us/states/ms/districts/house/39"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 39 (MS State House of Representatives District 39).
 
+Represents [MS State House of Representatives District 39](/us/states/ms/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/daniel-sparks.md b/data/jurisdictions/us/states/ms/people/daniel-sparks.md
index a8421d0706..73bc5dca4a 100644
--- a/data/jurisdictions/us/states/ms/people/daniel-sparks.md
+++ b/data/jurisdictions/us/states/ms/people/daniel-sparks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 5"
+represents: "us/states/ms/districts/senate/5"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 5 (MS State Senate District 5).
 
+Represents [MS State Senate District 5](/us/states/ms/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/daryl-porter.md b/data/jurisdictions/us/states/ms/people/daryl-porter.md
index 7fd009f3e6..0a86ab74c8 100644
--- a/data/jurisdictions/us/states/ms/people/daryl-porter.md
+++ b/data/jurisdictions/us/states/ms/people/daryl-porter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 98"
+represents: "us/states/ms/districts/house/98"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 98 (MS State House of Representatives District 98).
 
+Represents [MS State House of Representatives District 98](/us/states/ms/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/david-blount.md b/data/jurisdictions/us/states/ms/people/david-blount.md
index c774a7d17d..a7c522f8ea 100644
--- a/data/jurisdictions/us/states/ms/people/david-blount.md
+++ b/data/jurisdictions/us/states/ms/people/david-blount.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 29"
+represents: "us/states/ms/districts/senate/29"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 29 (MS State Senate District 29).
 
+Represents [MS State Senate District 29](/us/states/ms/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/dean-kirby.md b/data/jurisdictions/us/states/ms/people/dean-kirby.md
index 1cd90d0b2b..d705ae156e 100644
--- a/data/jurisdictions/us/states/ms/people/dean-kirby.md
+++ b/data/jurisdictions/us/states/ms/people/dean-kirby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 30"
+represents: "us/states/ms/districts/senate/30"
 tenure:
   start: "1992-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 30 (MS State Senate District 30).
 
+Represents [MS State Senate District 30](/us/states/ms/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/dennis-debar.md b/data/jurisdictions/us/states/ms/people/dennis-debar.md
index e4399a39ce..2f9e9ac87b 100644
--- a/data/jurisdictions/us/states/ms/people/dennis-debar.md
+++ b/data/jurisdictions/us/states/ms/people/dennis-debar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 43"
+represents: "us/states/ms/districts/senate/43"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 43 (MS State Senate District 43).
 
+Represents [MS State Senate District 43](/us/states/ms/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/derrick-simmons.md b/data/jurisdictions/us/states/ms/people/derrick-simmons.md
index a52b9d60e9..5238639162 100644
--- a/data/jurisdictions/us/states/ms/people/derrick-simmons.md
+++ b/data/jurisdictions/us/states/ms/people/derrick-simmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 12"
+represents: "us/states/ms/districts/senate/12"
 tenure:
   start: "2011-03-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 12 (MS State Senate District 12).
 
+Represents [MS State Senate District 12](/us/states/ms/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/doc-harris.md b/data/jurisdictions/us/states/ms/people/doc-harris.md
index 5f4d625cd6..f9a171d7de 100644
--- a/data/jurisdictions/us/states/ms/people/doc-harris.md
+++ b/data/jurisdictions/us/states/ms/people/doc-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 28"
+represents: "us/states/ms/districts/house/28"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 28 (MS State House of Representatives District 28).
 
+Represents [MS State House of Representatives District 28](/us/states/ms/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/don-hartness.md b/data/jurisdictions/us/states/ms/people/don-hartness.md
index e83741cab0..a3427a225c 100644
--- a/data/jurisdictions/us/states/ms/people/don-hartness.md
+++ b/data/jurisdictions/us/states/ms/people/don-hartness.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 42"
+represents: "us/states/ms/districts/senate/42"
 tenure:
   start: "2026-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 42 (MS State Senate District 42).
 
+Represents [MS State Senate District 42](/us/states/ms/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/donnie-bell.md b/data/jurisdictions/us/states/ms/people/donnie-bell.md
index 8846883b65..02b4faa925 100644
--- a/data/jurisdictions/us/states/ms/people/donnie-bell.md
+++ b/data/jurisdictions/us/states/ms/people/donnie-bell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 21"
+represents: "us/states/ms/districts/house/21"
 tenure:
   start: "2011-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 21 (MS State House of Representatives District 21).
 
+Represents [MS State House of Representatives District 21](/us/states/ms/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/donnie-scoggin.md b/data/jurisdictions/us/states/ms/people/donnie-scoggin.md
index 2a41161b5f..0d94e8b727 100644
--- a/data/jurisdictions/us/states/ms/people/donnie-scoggin.md
+++ b/data/jurisdictions/us/states/ms/people/donnie-scoggin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 89"
+represents: "us/states/ms/districts/house/89"
 tenure:
   start: "2016-12-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 89 (MS State House of Representatives District 89).
 
+Represents [MS State House of Representatives District 89](/us/states/ms/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/earle-banks.md b/data/jurisdictions/us/states/ms/people/earle-banks.md
index 8a74411eec..767d482620 100644
--- a/data/jurisdictions/us/states/ms/people/earle-banks.md
+++ b/data/jurisdictions/us/states/ms/people/earle-banks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 67"
+represents: "us/states/ms/districts/house/67"
 tenure:
   start: "1993-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 67 (MS State House of Representatives District 67).
 
+Represents [MS State House of Representatives District 67](/us/states/ms/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/elliot-burch.md b/data/jurisdictions/us/states/ms/people/elliot-burch.md
index 1d33568d12..bb872fc939 100644
--- a/data/jurisdictions/us/states/ms/people/elliot-burch.md
+++ b/data/jurisdictions/us/states/ms/people/elliot-burch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 105"
+represents: "us/states/ms/districts/house/105"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 105 (MS State House of Representatives District 105).
 
+Represents [MS State House of Representatives District 105](/us/states/ms/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/fabian-nelson.md b/data/jurisdictions/us/states/ms/people/fabian-nelson.md
index 12dca043ea..a0735bdcdb 100644
--- a/data/jurisdictions/us/states/ms/people/fabian-nelson.md
+++ b/data/jurisdictions/us/states/ms/people/fabian-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 66"
+represents: "us/states/ms/districts/house/66"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 66 (MS State House of Representatives District 66).
 
+Represents [MS State House of Representatives District 66](/us/states/ms/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/fred-shanks.md b/data/jurisdictions/us/states/ms/people/fred-shanks.md
index 4a60c8d52f..6411f1ba80 100644
--- a/data/jurisdictions/us/states/ms/people/fred-shanks.md
+++ b/data/jurisdictions/us/states/ms/people/fred-shanks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 60"
+represents: "us/states/ms/districts/house/60"
 tenure:
   start: "2018-03-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 60 (MS State House of Representatives District 60).
 
+Represents [MS State House of Representatives District 60](/us/states/ms/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/gary-brumfield.md b/data/jurisdictions/us/states/ms/people/gary-brumfield.md
index 68f6ae7082..7fe11da09a 100644
--- a/data/jurisdictions/us/states/ms/people/gary-brumfield.md
+++ b/data/jurisdictions/us/states/ms/people/gary-brumfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 38"
+represents: "us/states/ms/districts/senate/38"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 38 (MS State Senate District 38).
 
+Represents [MS State Senate District 38](/us/states/ms/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/gene-newman.md b/data/jurisdictions/us/states/ms/people/gene-newman.md
index 41eb777d62..b0b2fe4096 100644
--- a/data/jurisdictions/us/states/ms/people/gene-newman.md
+++ b/data/jurisdictions/us/states/ms/people/gene-newman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 61"
+represents: "us/states/ms/districts/house/61"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 61 (MS State House of Representatives District 61).
 
+Represents [MS State House of Representatives District 61](/us/states/ms/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/grace-butler-washington.md b/data/jurisdictions/us/states/ms/people/grace-butler-washington.md
index 47b6839867..3bec09170a 100644
--- a/data/jurisdictions/us/states/ms/people/grace-butler-washington.md
+++ b/data/jurisdictions/us/states/ms/people/grace-butler-washington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 69"
+represents: "us/states/ms/districts/house/69"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 69 (MS State House of Representatives District 69).
 
+Represents [MS State House of Representatives District 69](/us/states/ms/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/greg-haney.md b/data/jurisdictions/us/states/ms/people/greg-haney.md
index 991bae2f82..041e90a9b6 100644
--- a/data/jurisdictions/us/states/ms/people/greg-haney.md
+++ b/data/jurisdictions/us/states/ms/people/greg-haney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 118"
+represents: "us/states/ms/districts/house/118"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 118 (MS State House of Representatives District 118).
 
+Represents [MS State House of Representatives District 118](/us/states/ms/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/greg-holloway.md b/data/jurisdictions/us/states/ms/people/greg-holloway.md
index f79408bb7f..4d7a1a91e7 100644
--- a/data/jurisdictions/us/states/ms/people/greg-holloway.md
+++ b/data/jurisdictions/us/states/ms/people/greg-holloway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 76"
+represents: "us/states/ms/districts/house/76"
 tenure:
   start: "2000-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 76 (MS State House of Representatives District 76).
 
+Represents [MS State House of Representatives District 76](/us/states/ms/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/gregory-elliott.md b/data/jurisdictions/us/states/ms/people/gregory-elliott.md
index e4d6169678..2f8555fdf8 100644
--- a/data/jurisdictions/us/states/ms/people/gregory-elliott.md
+++ b/data/jurisdictions/us/states/ms/people/gregory-elliott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 82"
+represents: "us/states/ms/districts/house/82"
 tenure:
   start: "2025-05-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 82 (MS State House of Representatives District 82).
 
+Represents [MS State House of Representatives District 82](/us/states/ms/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/hank-zuber.md b/data/jurisdictions/us/states/ms/people/hank-zuber.md
index a755e3cd3a..a16c9187b5 100644
--- a/data/jurisdictions/us/states/ms/people/hank-zuber.md
+++ b/data/jurisdictions/us/states/ms/people/hank-zuber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 113"
+represents: "us/states/ms/districts/house/113"
 tenure:
   start: "2000-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 113 (MS State House of Representatives District 113).
 
+Represents [MS State House of Representatives District 113](/us/states/ms/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/hester-jackson-mccray.md b/data/jurisdictions/us/states/ms/people/hester-jackson-mccray.md
index af123e1d00..d3b3e5fe97 100644
--- a/data/jurisdictions/us/states/ms/people/hester-jackson-mccray.md
+++ b/data/jurisdictions/us/states/ms/people/hester-jackson-mccray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 40"
+represents: "us/states/ms/districts/house/40"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 40 (MS State House of Representatives District 40).
 
+Represents [MS State House of Representatives District 40](/us/states/ms/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/hillman-frazier.md b/data/jurisdictions/us/states/ms/people/hillman-frazier.md
index 0d9c7dac5d..d9304fb3b2 100644
--- a/data/jurisdictions/us/states/ms/people/hillman-frazier.md
+++ b/data/jurisdictions/us/states/ms/people/hillman-frazier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 27"
+represents: "us/states/ms/districts/senate/27"
 tenure:
   start: "1993-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 27 (MS State Senate District 27).
 
+Represents [MS State Senate District 27](/us/states/ms/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/hob-bryan.md b/data/jurisdictions/us/states/ms/people/hob-bryan.md
index 7841f407d5..d20de0e73b 100644
--- a/data/jurisdictions/us/states/ms/people/hob-bryan.md
+++ b/data/jurisdictions/us/states/ms/people/hob-bryan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 7"
+represents: "us/states/ms/districts/senate/7"
 tenure:
   start: "1984-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 7 (MS State Senate District 7).
 
+Represents [MS State Senate District 7](/us/states/ms/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jansen-owen.md b/data/jurisdictions/us/states/ms/people/jansen-owen.md
index 5e664e3c59..a21ffe3480 100644
--- a/data/jurisdictions/us/states/ms/people/jansen-owen.md
+++ b/data/jurisdictions/us/states/ms/people/jansen-owen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 106"
+represents: "us/states/ms/districts/house/106"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 106 (MS State House of Representatives District 106).
 
+Represents [MS State House of Representatives District 106](/us/states/ms/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jason-barrett.md b/data/jurisdictions/us/states/ms/people/jason-barrett.md
index 20023d0bc0..6acff30065 100644
--- a/data/jurisdictions/us/states/ms/people/jason-barrett.md
+++ b/data/jurisdictions/us/states/ms/people/jason-barrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 39"
+represents: "us/states/ms/districts/senate/39"
 tenure:
   start: "2020-10-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 39 (MS State Senate District 39).
 
+Represents [MS State Senate District 39](/us/states/ms/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jason-white.md b/data/jurisdictions/us/states/ms/people/jason-white.md
index 6d9257d64f..eae3cb6f1d 100644
--- a/data/jurisdictions/us/states/ms/people/jason-white.md
+++ b/data/jurisdictions/us/states/ms/people/jason-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 48"
+represents: "us/states/ms/districts/house/48"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 48 (MS State House of Representatives District 48).
 
+Represents [MS State House of Representatives District 48](/us/states/ms/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jay-mcknight.md b/data/jurisdictions/us/states/ms/people/jay-mcknight.md
index 4ffb21ad53..d4a2d42757 100644
--- a/data/jurisdictions/us/states/ms/people/jay-mcknight.md
+++ b/data/jurisdictions/us/states/ms/people/jay-mcknight.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 95"
+represents: "us/states/ms/districts/house/95"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 95 (MS State House of Representatives District 95).
 
+Represents [MS State House of Representatives District 95](/us/states/ms/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jeff-guice.md b/data/jurisdictions/us/states/ms/people/jeff-guice.md
index dacb2d9465..ad3a70253d 100644
--- a/data/jurisdictions/us/states/ms/people/jeff-guice.md
+++ b/data/jurisdictions/us/states/ms/people/jeff-guice.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 114"
+represents: "us/states/ms/districts/house/114"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 114 (MS State House of Representatives District 114).
 
+Represents [MS State House of Representatives District 114](/us/states/ms/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jeff-hale.md b/data/jurisdictions/us/states/ms/people/jeff-hale.md
index c002a6762a..685cf09ede 100644
--- a/data/jurisdictions/us/states/ms/people/jeff-hale.md
+++ b/data/jurisdictions/us/states/ms/people/jeff-hale.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 24"
+represents: "us/states/ms/districts/house/24"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 24 (MS State House of Representatives District 24).
 
+Represents [MS State House of Representatives District 24](/us/states/ms/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jeff-tate.md b/data/jurisdictions/us/states/ms/people/jeff-tate.md
index 040188d973..e3d8c844ba 100644
--- a/data/jurisdictions/us/states/ms/people/jeff-tate.md
+++ b/data/jurisdictions/us/states/ms/people/jeff-tate.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 33"
+represents: "us/states/ms/districts/senate/33"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 33 (MS State Senate District 33).
 
+Represents [MS State Senate District 33](/us/states/ms/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jeffery-harness.md b/data/jurisdictions/us/states/ms/people/jeffery-harness.md
index d06738fcc1..32123b4e86 100644
--- a/data/jurisdictions/us/states/ms/people/jeffery-harness.md
+++ b/data/jurisdictions/us/states/ms/people/jeffery-harness.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 85"
+represents: "us/states/ms/districts/house/85"
 tenure:
   start: "2018-12-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 85 (MS State House of Representatives District 85).
 
+Represents [MS State House of Representatives District 85](/us/states/ms/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jeffrey-hulum.md b/data/jurisdictions/us/states/ms/people/jeffrey-hulum.md
index d5fe48072b..0d6f0c43fc 100644
--- a/data/jurisdictions/us/states/ms/people/jeffrey-hulum.md
+++ b/data/jurisdictions/us/states/ms/people/jeffrey-hulum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 119"
+represents: "us/states/ms/districts/house/119"
 tenure:
   start: "2022-08-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 119 (MS State House of Representatives District 119).
 
+Represents [MS State House of Representatives District 119](/us/states/ms/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jeramey-anderson.md b/data/jurisdictions/us/states/ms/people/jeramey-anderson.md
index 4749845daa..045b995b33 100644
--- a/data/jurisdictions/us/states/ms/people/jeramey-anderson.md
+++ b/data/jurisdictions/us/states/ms/people/jeramey-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 110"
+represents: "us/states/ms/districts/house/110"
 tenure:
   start: "2013-11-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 110 (MS State House of Representatives District 110).
 
+Represents [MS State House of Representatives District 110](/us/states/ms/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jeremy-england.md b/data/jurisdictions/us/states/ms/people/jeremy-england.md
index 36aaa83218..3257eaab99 100644
--- a/data/jurisdictions/us/states/ms/people/jeremy-england.md
+++ b/data/jurisdictions/us/states/ms/people/jeremy-england.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 51"
+represents: "us/states/ms/districts/senate/51"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 51 (MS State Senate District 51).
 
+Represents [MS State Senate District 51](/us/states/ms/districts/senate/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jerry-turner.md b/data/jurisdictions/us/states/ms/people/jerry-turner.md
index bae51582f3..02dc691ed0 100644
--- a/data/jurisdictions/us/states/ms/people/jerry-turner.md
+++ b/data/jurisdictions/us/states/ms/people/jerry-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 18"
+represents: "us/states/ms/districts/house/18"
 tenure:
   start: "2004-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 18 (MS State House of Representatives District 18).
 
+Represents [MS State House of Representatives District 18](/us/states/ms/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jill-ford.md b/data/jurisdictions/us/states/ms/people/jill-ford.md
index ae743582fd..a09dffff5a 100644
--- a/data/jurisdictions/us/states/ms/people/jill-ford.md
+++ b/data/jurisdictions/us/states/ms/people/jill-ford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 73"
+represents: "us/states/ms/districts/house/73"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 73 (MS State House of Representatives District 73).
 
+Represents [MS State House of Representatives District 73](/us/states/ms/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jim-estrada.md b/data/jurisdictions/us/states/ms/people/jim-estrada.md
index 44f12b6271..afef140658 100644
--- a/data/jurisdictions/us/states/ms/people/jim-estrada.md
+++ b/data/jurisdictions/us/states/ms/people/jim-estrada.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 33"
+represents: "us/states/ms/districts/house/33"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 33 (MS State House of Representatives District 33).
 
+Represents [MS State House of Representatives District 33](/us/states/ms/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jimmy-fondren.md b/data/jurisdictions/us/states/ms/people/jimmy-fondren.md
index 27dd6b5885..34c2a3a2c0 100644
--- a/data/jurisdictions/us/states/ms/people/jimmy-fondren.md
+++ b/data/jurisdictions/us/states/ms/people/jimmy-fondren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 111"
+represents: "us/states/ms/districts/house/111"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 111 (MS State House of Representatives District 111).
 
+Represents [MS State House of Representatives District 111](/us/states/ms/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jody-steverson.md b/data/jurisdictions/us/states/ms/people/jody-steverson.md
index ec99955792..2b1b585616 100644
--- a/data/jurisdictions/us/states/ms/people/jody-steverson.md
+++ b/data/jurisdictions/us/states/ms/people/jody-steverson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 4"
+represents: "us/states/ms/districts/house/4"
 tenure:
   start: "2015-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 4 (MS State House of Representatives District 4).
 
+Represents [MS State House of Representatives District 4](/us/states/ms/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/joel-carter.md b/data/jurisdictions/us/states/ms/people/joel-carter.md
index db2090b84d..79142cdd30 100644
--- a/data/jurisdictions/us/states/ms/people/joel-carter.md
+++ b/data/jurisdictions/us/states/ms/people/joel-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 49"
+represents: "us/states/ms/districts/senate/49"
 tenure:
   start: "2018-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 49 (MS State Senate District 49).
 
+Represents [MS State Senate District 49](/us/states/ms/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/joey-fillingane.md b/data/jurisdictions/us/states/ms/people/joey-fillingane.md
index 83b3f79641..e1d9c2a3ea 100644
--- a/data/jurisdictions/us/states/ms/people/joey-fillingane.md
+++ b/data/jurisdictions/us/states/ms/people/joey-fillingane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 41"
+represents: "us/states/ms/districts/senate/41"
 tenure:
   start: "2006-12-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 41 (MS State Senate District 41).
 
+Represents [MS State Senate District 41](/us/states/ms/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/joey-hood.md b/data/jurisdictions/us/states/ms/people/joey-hood.md
index 2aa71af349..ad33a9e5c8 100644
--- a/data/jurisdictions/us/states/ms/people/joey-hood.md
+++ b/data/jurisdictions/us/states/ms/people/joey-hood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 35"
+represents: "us/states/ms/districts/house/35"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 35 (MS State House of Representatives District 35).
 
+Represents [MS State House of Representatives District 35](/us/states/ms/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/john-faulkner.md b/data/jurisdictions/us/states/ms/people/john-faulkner.md
index da35c0cb97..c9c0cb5686 100644
--- a/data/jurisdictions/us/states/ms/people/john-faulkner.md
+++ b/data/jurisdictions/us/states/ms/people/john-faulkner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 5"
+represents: "us/states/ms/districts/house/5"
 tenure:
   start: "2014-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 5 (MS State House of Representatives District 5).
 
+Represents [MS State House of Representatives District 5](/us/states/ms/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/john-hines.md b/data/jurisdictions/us/states/ms/people/john-hines.md
index 7e2d3f488d..a9ece654a5 100644
--- a/data/jurisdictions/us/states/ms/people/john-hines.md
+++ b/data/jurisdictions/us/states/ms/people/john-hines.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 50"
+represents: "us/states/ms/districts/house/50"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 50 (MS State House of Representatives District 50).
 
+Represents [MS State House of Representatives District 50](/us/states/ms/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/john-read.md b/data/jurisdictions/us/states/ms/people/john-read.md
index ad8e21a185..dcf8f2a716 100644
--- a/data/jurisdictions/us/states/ms/people/john-read.md
+++ b/data/jurisdictions/us/states/ms/people/john-read.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 112"
+represents: "us/states/ms/districts/house/112"
 tenure:
   start: "1993-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 112 (MS State House of Representatives District 112).
 
+Represents [MS State House of Representatives District 112](/us/states/ms/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/johnny-dupree.md b/data/jurisdictions/us/states/ms/people/johnny-dupree.md
index 3b35b571ed..b0053a79e4 100644
--- a/data/jurisdictions/us/states/ms/people/johnny-dupree.md
+++ b/data/jurisdictions/us/states/ms/people/johnny-dupree.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 45"
+represents: "us/states/ms/districts/senate/45"
 tenure:
   start: "2026-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 45 (MS State Senate District 45).
 
+Represents [MS State Senate District 45](/us/states/ms/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/jonathan-mcmillan.md b/data/jurisdictions/us/states/ms/people/jonathan-mcmillan.md
index e3074cea1e..f3123461c7 100644
--- a/data/jurisdictions/us/states/ms/people/jonathan-mcmillan.md
+++ b/data/jurisdictions/us/states/ms/people/jonathan-mcmillan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 58"
+represents: "us/states/ms/districts/house/58"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 58 (MS State House of Representatives District 58).
 
+Represents [MS State House of Representatives District 58](/us/states/ms/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/joseph-thomas.md b/data/jurisdictions/us/states/ms/people/joseph-thomas.md
index 43c3bfa82d..b0e054f002 100644
--- a/data/jurisdictions/us/states/ms/people/joseph-thomas.md
+++ b/data/jurisdictions/us/states/ms/people/joseph-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 22"
+represents: "us/states/ms/districts/senate/22"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 22 (MS State Senate District 22).
 
+Represents [MS State Senate District 22](/us/states/ms/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/josh-harkins.md b/data/jurisdictions/us/states/ms/people/josh-harkins.md
index 8a76d86280..cedb628e5c 100644
--- a/data/jurisdictions/us/states/ms/people/josh-harkins.md
+++ b/data/jurisdictions/us/states/ms/people/josh-harkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 20"
+represents: "us/states/ms/districts/senate/20"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 20 (MS State Senate District 20).
 
+Represents [MS State Senate District 20](/us/states/ms/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/josh-hawkins.md b/data/jurisdictions/us/states/ms/people/josh-hawkins.md
index 0efd5fbf90..519c6661af 100644
--- a/data/jurisdictions/us/states/ms/people/josh-hawkins.md
+++ b/data/jurisdictions/us/states/ms/people/josh-hawkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 10"
+represents: "us/states/ms/districts/house/10"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 10 (MS State House of Representatives District 10).
 
+Represents [MS State House of Representatives District 10](/us/states/ms/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/juan-barnett.md b/data/jurisdictions/us/states/ms/people/juan-barnett.md
index 26c100f8de..2c511e17e9 100644
--- a/data/jurisdictions/us/states/ms/people/juan-barnett.md
+++ b/data/jurisdictions/us/states/ms/people/juan-barnett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 34"
+represents: "us/states/ms/districts/senate/34"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 34 (MS State Senate District 34).
 
+Represents [MS State Senate District 34](/us/states/ms/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/justin-crosby.md b/data/jurisdictions/us/states/ms/people/justin-crosby.md
index 1dd16d74ce..942d912ea3 100644
--- a/data/jurisdictions/us/states/ms/people/justin-crosby.md
+++ b/data/jurisdictions/us/states/ms/people/justin-crosby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 22"
+represents: "us/states/ms/districts/house/22"
 tenure:
   start: "2026-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 22 (MS State House of Representatives District 22).
 
+Represents [MS State House of Representatives District 22](/us/states/ms/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/justin-keen.md b/data/jurisdictions/us/states/ms/people/justin-keen.md
index 9e92d6d366..1fa12d55cc 100644
--- a/data/jurisdictions/us/states/ms/people/justin-keen.md
+++ b/data/jurisdictions/us/states/ms/people/justin-keen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 6"
+represents: "us/states/ms/districts/house/6"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 6 (MS State House of Representatives District 6).
 
+Represents [MS State House of Representatives District 6](/us/states/ms/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/justin-pope.md b/data/jurisdictions/us/states/ms/people/justin-pope.md
index b0bae0e499..5630f7092e 100644
--- a/data/jurisdictions/us/states/ms/people/justin-pope.md
+++ b/data/jurisdictions/us/states/ms/people/justin-pope.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 24"
+represents: "us/states/ms/districts/senate/24"
 tenure:
   start: "2026-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 24 (MS State Senate District 24).
 
+Represents [MS State Senate District 24](/us/states/ms/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/justis-gibbs.md b/data/jurisdictions/us/states/ms/people/justis-gibbs.md
index 0dc57e1c47..1b05202078 100644
--- a/data/jurisdictions/us/states/ms/people/justis-gibbs.md
+++ b/data/jurisdictions/us/states/ms/people/justis-gibbs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 72"
+represents: "us/states/ms/districts/house/72"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 72 (MS State House of Representatives District 72).
 
+Represents [MS State House of Representatives District 72](/us/states/ms/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/kabir-karriem.md b/data/jurisdictions/us/states/ms/people/kabir-karriem.md
index e790c568ee..71fd0b72ac 100644
--- a/data/jurisdictions/us/states/ms/people/kabir-karriem.md
+++ b/data/jurisdictions/us/states/ms/people/kabir-karriem.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 41"
+represents: "us/states/ms/districts/house/41"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 41 (MS State House of Representatives District 41).
 
+Represents [MS State House of Representatives District 41](/us/states/ms/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/kamesha-mumford.md b/data/jurisdictions/us/states/ms/people/kamesha-mumford.md
index fe02444a24..a44a079df8 100644
--- a/data/jurisdictions/us/states/ms/people/kamesha-mumford.md
+++ b/data/jurisdictions/us/states/ms/people/kamesha-mumford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 26"
+represents: "us/states/ms/districts/senate/26"
 tenure:
   start: "2026-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 26 (MS State Senate District 26).
 
+Represents [MS State Senate District 26](/us/states/ms/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/karl-gibbs.md b/data/jurisdictions/us/states/ms/people/karl-gibbs.md
index 3b1381bea7..370333d17c 100644
--- a/data/jurisdictions/us/states/ms/people/karl-gibbs.md
+++ b/data/jurisdictions/us/states/ms/people/karl-gibbs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 36"
+represents: "us/states/ms/districts/house/36"
 tenure:
   start: "2013-04-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 36 (MS State House of Representatives District 36).
 
+Represents [MS State House of Representatives District 36](/us/states/ms/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/karl-oliver.md b/data/jurisdictions/us/states/ms/people/karl-oliver.md
index acd7fcb623..d513f2c04b 100644
--- a/data/jurisdictions/us/states/ms/people/karl-oliver.md
+++ b/data/jurisdictions/us/states/ms/people/karl-oliver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 46"
+represents: "us/states/ms/districts/house/46"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 46 (MS State House of Representatives District 46).
 
+Represents [MS State House of Representatives District 46](/us/states/ms/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/kathy-chism.md b/data/jurisdictions/us/states/ms/people/kathy-chism.md
index e6e6ca0959..bc6dc2ed89 100644
--- a/data/jurisdictions/us/states/ms/people/kathy-chism.md
+++ b/data/jurisdictions/us/states/ms/people/kathy-chism.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 3"
+represents: "us/states/ms/districts/senate/3"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 3 (MS State Senate District 3).
 
+Represents [MS State Senate District 3](/us/states/ms/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/keith-jackson.md b/data/jurisdictions/us/states/ms/people/keith-jackson.md
index a5e03aa1f3..fa09c1cd3b 100644
--- a/data/jurisdictions/us/states/ms/people/keith-jackson.md
+++ b/data/jurisdictions/us/states/ms/people/keith-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 45"
+represents: "us/states/ms/districts/house/45"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 45 (MS State House of Representatives District 45).
 
+Represents [MS State House of Representatives District 45](/us/states/ms/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/ken-morgan.md b/data/jurisdictions/us/states/ms/people/ken-morgan.md
index ebc5cf8844..214d3818c6 100644
--- a/data/jurisdictions/us/states/ms/people/ken-morgan.md
+++ b/data/jurisdictions/us/states/ms/people/ken-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 100"
+represents: "us/states/ms/districts/house/100"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 100 (MS State House of Representatives District 100).
 
+Represents [MS State House of Representatives District 100](/us/states/ms/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/kenji-holloway.md b/data/jurisdictions/us/states/ms/people/kenji-holloway.md
index 3412b20bce..eb0b47fd69 100644
--- a/data/jurisdictions/us/states/ms/people/kenji-holloway.md
+++ b/data/jurisdictions/us/states/ms/people/kenji-holloway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 27"
+represents: "us/states/ms/districts/house/27"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 27 (MS State House of Representatives District 27).
 
+Represents [MS State House of Representatives District 27](/us/states/ms/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/kent-mccarty.md b/data/jurisdictions/us/states/ms/people/kent-mccarty.md
index 771a05abf6..2892ad7269 100644
--- a/data/jurisdictions/us/states/ms/people/kent-mccarty.md
+++ b/data/jurisdictions/us/states/ms/people/kent-mccarty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 101"
+represents: "us/states/ms/districts/house/101"
 tenure:
   start: "2019-04-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 101 (MS State House of Representatives District 101).
 
+Represents [MS State House of Representatives District 101](/us/states/ms/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/kevin-blackwell.md b/data/jurisdictions/us/states/ms/people/kevin-blackwell.md
index 882bbc96c1..eaa4d1e684 100644
--- a/data/jurisdictions/us/states/ms/people/kevin-blackwell.md
+++ b/data/jurisdictions/us/states/ms/people/kevin-blackwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 19"
+represents: "us/states/ms/districts/senate/19"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 19 (MS State Senate District 19).
 
+Represents [MS State Senate District 19](/us/states/ms/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/kevin-felsher.md b/data/jurisdictions/us/states/ms/people/kevin-felsher.md
index 6dee302db8..9ea1e78c96 100644
--- a/data/jurisdictions/us/states/ms/people/kevin-felsher.md
+++ b/data/jurisdictions/us/states/ms/people/kevin-felsher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 117"
+represents: "us/states/ms/districts/house/117"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 117 (MS State House of Representatives District 117).
 
+Represents [MS State House of Representatives District 117](/us/states/ms/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/kevin-ford.md b/data/jurisdictions/us/states/ms/people/kevin-ford.md
index f16c3acdae..0cf840844c 100644
--- a/data/jurisdictions/us/states/ms/people/kevin-ford.md
+++ b/data/jurisdictions/us/states/ms/people/kevin-ford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 54"
+represents: "us/states/ms/districts/house/54"
 tenure:
   start: "2017-12-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 54 (MS State House of Representatives District 54).
 
+Represents [MS State House of Representatives District 54](/us/states/ms/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/kevin-horan.md b/data/jurisdictions/us/states/ms/people/kevin-horan.md
index c218e39a4a..b1f6e85d3f 100644
--- a/data/jurisdictions/us/states/ms/people/kevin-horan.md
+++ b/data/jurisdictions/us/states/ms/people/kevin-horan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 34"
+represents: "us/states/ms/districts/house/34"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 34 (MS State House of Representatives District 34).
 
+Represents [MS State House of Representatives District 34](/us/states/ms/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/kimberly-remak.md b/data/jurisdictions/us/states/ms/people/kimberly-remak.md
index 24a8d57255..7c75ab121a 100644
--- a/data/jurisdictions/us/states/ms/people/kimberly-remak.md
+++ b/data/jurisdictions/us/states/ms/people/kimberly-remak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 7"
+represents: "us/states/ms/districts/house/7"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 7 (MS State House of Representatives District 7).
 
+Represents [MS State House of Representatives District 7](/us/states/ms/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/lance-varner.md b/data/jurisdictions/us/states/ms/people/lance-varner.md
index 0eb74776cf..81806e1e68 100644
--- a/data/jurisdictions/us/states/ms/people/lance-varner.md
+++ b/data/jurisdictions/us/states/ms/people/lance-varner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 62"
+represents: "us/states/ms/districts/house/62"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 62 (MS State House of Representatives District 62).
 
+Represents [MS State House of Representatives District 62](/us/states/ms/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/lane-taylor.md b/data/jurisdictions/us/states/ms/people/lane-taylor.md
index 8fc739118a..0755551735 100644
--- a/data/jurisdictions/us/states/ms/people/lane-taylor.md
+++ b/data/jurisdictions/us/states/ms/people/lane-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 18"
+represents: "us/states/ms/districts/senate/18"
 tenure:
   start: "2025-04-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 18 (MS State Senate District 18).
 
+Represents [MS State Senate District 18](/us/states/ms/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/larry-byrd.md b/data/jurisdictions/us/states/ms/people/larry-byrd.md
index fa5c8e85aa..26cd50382b 100644
--- a/data/jurisdictions/us/states/ms/people/larry-byrd.md
+++ b/data/jurisdictions/us/states/ms/people/larry-byrd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 104"
+represents: "us/states/ms/districts/house/104"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 104 (MS State House of Representatives District 104).
 
+Represents [MS State House of Representatives District 104](/us/states/ms/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/lataisha-jackson.md b/data/jurisdictions/us/states/ms/people/lataisha-jackson.md
index 0253b22b5e..e4dc56ec76 100644
--- a/data/jurisdictions/us/states/ms/people/lataisha-jackson.md
+++ b/data/jurisdictions/us/states/ms/people/lataisha-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 11"
+represents: "us/states/ms/districts/house/11"
 tenure:
   start: "2013-04-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 11 (MS State House of Representatives District 11).
 
+Represents [MS State House of Representatives District 11](/us/states/ms/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/lawrence-blackmon.md b/data/jurisdictions/us/states/ms/people/lawrence-blackmon.md
index 0641f45b03..fc58b87d93 100644
--- a/data/jurisdictions/us/states/ms/people/lawrence-blackmon.md
+++ b/data/jurisdictions/us/states/ms/people/lawrence-blackmon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 57"
+represents: "us/states/ms/districts/house/57"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 57 (MS State House of Representatives District 57).
 
+Represents [MS State House of Representatives District 57](/us/states/ms/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/lee-yancey.md b/data/jurisdictions/us/states/ms/people/lee-yancey.md
index f66fb0c6fa..09034b9914 100644
--- a/data/jurisdictions/us/states/ms/people/lee-yancey.md
+++ b/data/jurisdictions/us/states/ms/people/lee-yancey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 74"
+represents: "us/states/ms/districts/house/74"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 74 (MS State House of Representatives District 74).
 
+Represents [MS State House of Representatives District 74](/us/states/ms/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/lydia-chassaniol.md b/data/jurisdictions/us/states/ms/people/lydia-chassaniol.md
index d5dcfa9b51..ced380993d 100644
--- a/data/jurisdictions/us/states/ms/people/lydia-chassaniol.md
+++ b/data/jurisdictions/us/states/ms/people/lydia-chassaniol.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 14"
+represents: "us/states/ms/districts/senate/14"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 14 (MS State Senate District 14).
 
+Represents [MS State Senate District 14](/us/states/ms/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/manly-barton.md b/data/jurisdictions/us/states/ms/people/manly-barton.md
index dd762d16cb..c25a21c3c9 100644
--- a/data/jurisdictions/us/states/ms/people/manly-barton.md
+++ b/data/jurisdictions/us/states/ms/people/manly-barton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 109"
+represents: "us/states/ms/districts/house/109"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 109 (MS State House of Representatives District 109).
 
+Represents [MS State House of Representatives District 109](/us/states/ms/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/mark-tullos.md b/data/jurisdictions/us/states/ms/people/mark-tullos.md
index 720a64b69e..9e29119d3f 100644
--- a/data/jurisdictions/us/states/ms/people/mark-tullos.md
+++ b/data/jurisdictions/us/states/ms/people/mark-tullos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 79"
+represents: "us/states/ms/districts/house/79"
 tenure:
   start: "2016-01-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 79 (MS State House of Representatives District 79).
 
+Represents [MS State House of Representatives District 79](/us/states/ms/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/michael-mclendon.md b/data/jurisdictions/us/states/ms/people/michael-mclendon.md
index 96a394fc8b..0e8f3c087d 100644
--- a/data/jurisdictions/us/states/ms/people/michael-mclendon.md
+++ b/data/jurisdictions/us/states/ms/people/michael-mclendon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 1"
+represents: "us/states/ms/districts/senate/1"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 1 (MS State Senate District 1).
 
+Represents [MS State Senate District 1](/us/states/ms/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/mike-seymour.md b/data/jurisdictions/us/states/ms/people/mike-seymour.md
index 9fb2b16972..2bff506ef7 100644
--- a/data/jurisdictions/us/states/ms/people/mike-seymour.md
+++ b/data/jurisdictions/us/states/ms/people/mike-seymour.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 47"
+represents: "us/states/ms/districts/senate/47"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 47 (MS State Senate District 47).
 
+Represents [MS State Senate District 47](/us/states/ms/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/mike-thompson.md b/data/jurisdictions/us/states/ms/people/mike-thompson.md
index dd8d99ca07..9ea7c1449d 100644
--- a/data/jurisdictions/us/states/ms/people/mike-thompson.md
+++ b/data/jurisdictions/us/states/ms/people/mike-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 48"
+represents: "us/states/ms/districts/senate/48"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 48 (MS State Senate District 48).
 
+Represents [MS State Senate District 48](/us/states/ms/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/missy-mcgee.md b/data/jurisdictions/us/states/ms/people/missy-mcgee.md
index 569e78035a..f4196badbf 100644
--- a/data/jurisdictions/us/states/ms/people/missy-mcgee.md
+++ b/data/jurisdictions/us/states/ms/people/missy-mcgee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 102"
+represents: "us/states/ms/districts/house/102"
 tenure:
   start: "2017-10-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 102 (MS State House of Representatives District 102).
 
+Represents [MS State House of Representatives District 102](/us/states/ms/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/neil-whaley.md b/data/jurisdictions/us/states/ms/people/neil-whaley.md
index a84c54f780..adc8121ae9 100644
--- a/data/jurisdictions/us/states/ms/people/neil-whaley.md
+++ b/data/jurisdictions/us/states/ms/people/neil-whaley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 10"
+represents: "us/states/ms/districts/senate/10"
 tenure:
   start: "2017-12-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 10 (MS State Senate District 10).
 
+Represents [MS State Senate District 10](/us/states/ms/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/nicole-boyd.md b/data/jurisdictions/us/states/ms/people/nicole-boyd.md
index 56a427d4cc..770aa912a4 100644
--- a/data/jurisdictions/us/states/ms/people/nicole-boyd.md
+++ b/data/jurisdictions/us/states/ms/people/nicole-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 9"
+represents: "us/states/ms/districts/senate/9"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 9 (MS State Senate District 9).
 
+Represents [MS State Senate District 9](/us/states/ms/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/noah-sanford.md b/data/jurisdictions/us/states/ms/people/noah-sanford.md
index f00b62b974..ad58b39419 100644
--- a/data/jurisdictions/us/states/ms/people/noah-sanford.md
+++ b/data/jurisdictions/us/states/ms/people/noah-sanford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 90"
+represents: "us/states/ms/districts/house/90"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 90 (MS State House of Representatives District 90).
 
+Represents [MS State House of Representatives District 90](/us/states/ms/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/omeria-scott.md b/data/jurisdictions/us/states/ms/people/omeria-scott.md
index aee66d2b14..0fb105f41f 100644
--- a/data/jurisdictions/us/states/ms/people/omeria-scott.md
+++ b/data/jurisdictions/us/states/ms/people/omeria-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 80"
+represents: "us/states/ms/districts/house/80"
 tenure:
   start: "1993-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 80 (MS State House of Representatives District 80).
 
+Represents [MS State House of Representatives District 80](/us/states/ms/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/oscar-denton.md b/data/jurisdictions/us/states/ms/people/oscar-denton.md
index fa3933ec4a..8353fbabc8 100644
--- a/data/jurisdictions/us/states/ms/people/oscar-denton.md
+++ b/data/jurisdictions/us/states/ms/people/oscar-denton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 55"
+represents: "us/states/ms/districts/house/55"
 tenure:
   start: "2013-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 55 (MS State House of Representatives District 55).
 
+Represents [MS State House of Representatives District 55](/us/states/ms/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/otha-williams.md b/data/jurisdictions/us/states/ms/people/otha-williams.md
index 43ea12df45..a9f666a17c 100644
--- a/data/jurisdictions/us/states/ms/people/otha-williams.md
+++ b/data/jurisdictions/us/states/ms/people/otha-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 26"
+represents: "us/states/ms/districts/house/26"
 tenure:
   start: "2025-12-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 26 (MS State House of Representatives District 26).
 
+Represents [MS State House of Representatives District 26](/us/states/ms/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/otis-anthony.md b/data/jurisdictions/us/states/ms/people/otis-anthony.md
index 62ae513c67..3960fa37ad 100644
--- a/data/jurisdictions/us/states/ms/people/otis-anthony.md
+++ b/data/jurisdictions/us/states/ms/people/otis-anthony.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 31"
+represents: "us/states/ms/districts/house/31"
 tenure:
   start: "2018-12-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 31 (MS State House of Representatives District 31).
 
+Represents [MS State House of Representatives District 31](/us/states/ms/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/percy-watson.md b/data/jurisdictions/us/states/ms/people/percy-watson.md
index b815c948a9..329edd5725 100644
--- a/data/jurisdictions/us/states/ms/people/percy-watson.md
+++ b/data/jurisdictions/us/states/ms/people/percy-watson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 103"
+represents: "us/states/ms/districts/house/103"
 tenure:
   start: "1980-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 103 (MS State House of Representatives District 103).
 
+Represents [MS State House of Representatives District 103](/us/states/ms/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/perry-bailey.md b/data/jurisdictions/us/states/ms/people/perry-bailey.md
index be131e320d..9e3b391a36 100644
--- a/data/jurisdictions/us/states/ms/people/perry-bailey.md
+++ b/data/jurisdictions/us/states/ms/people/perry-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 23"
+represents: "us/states/ms/districts/house/23"
 tenure:
   start: "2025-05-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 23 (MS State House of Representatives District 23).
 
+Represents [MS State House of Representatives District 23](/us/states/ms/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/philman-ladner.md b/data/jurisdictions/us/states/ms/people/philman-ladner.md
index e3b698c422..2989dc2ba1 100644
--- a/data/jurisdictions/us/states/ms/people/philman-ladner.md
+++ b/data/jurisdictions/us/states/ms/people/philman-ladner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 46"
+represents: "us/states/ms/districts/senate/46"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 46 (MS State Senate District 46).
 
+Represents [MS State Senate District 46](/us/states/ms/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/price-wallace.md b/data/jurisdictions/us/states/ms/people/price-wallace.md
index 2268abae3d..6f1ce61031 100644
--- a/data/jurisdictions/us/states/ms/people/price-wallace.md
+++ b/data/jurisdictions/us/states/ms/people/price-wallace.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 77"
+represents: "us/states/ms/districts/house/77"
 tenure:
   start: "2018-08-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 77 (MS State House of Representatives District 77).
 
+Represents [MS State House of Representatives District 77](/us/states/ms/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/randy-boyd.md b/data/jurisdictions/us/states/ms/people/randy-boyd.md
index cef61a1fad..3f795d4a98 100644
--- a/data/jurisdictions/us/states/ms/people/randy-boyd.md
+++ b/data/jurisdictions/us/states/ms/people/randy-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 19"
+represents: "us/states/ms/districts/house/19"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 19 (MS State House of Representatives District 19).
 
+Represents [MS State House of Representatives District 19](/us/states/ms/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/randy-rushing.md b/data/jurisdictions/us/states/ms/people/randy-rushing.md
index 24961a52e2..c3171baf63 100644
--- a/data/jurisdictions/us/states/ms/people/randy-rushing.md
+++ b/data/jurisdictions/us/states/ms/people/randy-rushing.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 78"
+represents: "us/states/ms/districts/house/78"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 78 (MS State House of Representatives District 78).
 
+Represents [MS State House of Representatives District 78](/us/states/ms/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/reginald-jackson.md b/data/jurisdictions/us/states/ms/people/reginald-jackson.md
index 5323857d8a..da7dc1fab0 100644
--- a/data/jurisdictions/us/states/ms/people/reginald-jackson.md
+++ b/data/jurisdictions/us/states/ms/people/reginald-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 11"
+represents: "us/states/ms/districts/senate/11"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 11 (MS State Senate District 11).
 
+Represents [MS State Senate District 11](/us/states/ms/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/richard-bennett.md b/data/jurisdictions/us/states/ms/people/richard-bennett.md
index bb24b18c92..0832460d29 100644
--- a/data/jurisdictions/us/states/ms/people/richard-bennett.md
+++ b/data/jurisdictions/us/states/ms/people/richard-bennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 120"
+represents: "us/states/ms/districts/house/120"
 tenure:
   start: "2008-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 120 (MS State House of Representatives District 120).
 
+Represents [MS State House of Representatives District 120](/us/states/ms/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/rickey-thompson.md b/data/jurisdictions/us/states/ms/people/rickey-thompson.md
index aca5a75a09..203efeec05 100644
--- a/data/jurisdictions/us/states/ms/people/rickey-thompson.md
+++ b/data/jurisdictions/us/states/ms/people/rickey-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 16"
+represents: "us/states/ms/districts/house/16"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 16 (MS State House of Representatives District 16).
 
+Represents [MS State House of Representatives District 16](/us/states/ms/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/rita-parks.md b/data/jurisdictions/us/states/ms/people/rita-parks.md
index 0ce91bba54..35d9b16bcc 100644
--- a/data/jurisdictions/us/states/ms/people/rita-parks.md
+++ b/data/jurisdictions/us/states/ms/people/rita-parks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 4"
+represents: "us/states/ms/districts/senate/4"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 4 (MS State Senate District 4).
 
+Represents [MS State Senate District 4](/us/states/ms/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/rob-roberson.md b/data/jurisdictions/us/states/ms/people/rob-roberson.md
index 3392d18701..1b95b7dbe9 100644
--- a/data/jurisdictions/us/states/ms/people/rob-roberson.md
+++ b/data/jurisdictions/us/states/ms/people/rob-roberson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 43"
+represents: "us/states/ms/districts/house/43"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 43 (MS State House of Representatives District 43).
 
+Represents [MS State House of Representatives District 43](/us/states/ms/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/robert-johnson.md b/data/jurisdictions/us/states/ms/people/robert-johnson.md
index 3971f5a917..331ee2ad35 100644
--- a/data/jurisdictions/us/states/ms/people/robert-johnson.md
+++ b/data/jurisdictions/us/states/ms/people/robert-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 94"
+represents: "us/states/ms/districts/house/94"
 tenure:
   start: "2004-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 94 (MS State House of Representatives District 94).
 
+Represents [MS State House of Representatives District 94](/us/states/ms/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/robert-sanders.md b/data/jurisdictions/us/states/ms/people/robert-sanders.md
index 9574a2bc6c..4ac0a1da95 100644
--- a/data/jurisdictions/us/states/ms/people/robert-sanders.md
+++ b/data/jurisdictions/us/states/ms/people/robert-sanders.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 29"
+represents: "us/states/ms/districts/house/29"
 tenure:
   start: "2021-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 29 (MS State House of Representatives District 29).
 
+Represents [MS State House of Representatives District 29](/us/states/ms/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/rod-hickman.md b/data/jurisdictions/us/states/ms/people/rod-hickman.md
index 969dd96149..caf4cd7291 100644
--- a/data/jurisdictions/us/states/ms/people/rod-hickman.md
+++ b/data/jurisdictions/us/states/ms/people/rod-hickman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 32"
+represents: "us/states/ms/districts/senate/32"
 tenure:
   start: "2021-12-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 32 (MS State Senate District 32).
 
+Represents [MS State Senate District 32](/us/states/ms/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/rodney-hall.md b/data/jurisdictions/us/states/ms/people/rodney-hall.md
index 6b44106a03..1f5816917a 100644
--- a/data/jurisdictions/us/states/ms/people/rodney-hall.md
+++ b/data/jurisdictions/us/states/ms/people/rodney-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 20"
+represents: "us/states/ms/districts/house/20"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 20 (MS State House of Representatives District 20).
 
+Represents [MS State House of Representatives District 20](/us/states/ms/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/ronnie-crudup.md b/data/jurisdictions/us/states/ms/people/ronnie-crudup.md
index f0b7dde63f..0e64757a90 100644
--- a/data/jurisdictions/us/states/ms/people/ronnie-crudup.md
+++ b/data/jurisdictions/us/states/ms/people/ronnie-crudup.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 71"
+represents: "us/states/ms/districts/house/71"
 tenure:
   start: "2019-03-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 71 (MS State House of Representatives District 71).
 
+Represents [MS State House of Representatives District 71](/us/states/ms/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/sam-creekmore.md b/data/jurisdictions/us/states/ms/people/sam-creekmore.md
index 3a36d4f3bb..4e6a5c67b6 100644
--- a/data/jurisdictions/us/states/ms/people/sam-creekmore.md
+++ b/data/jurisdictions/us/states/ms/people/sam-creekmore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 14"
+represents: "us/states/ms/districts/house/14"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 14 (MS State House of Representatives District 14).
 
+Represents [MS State House of Representatives District 14](/us/states/ms/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/sam-mims.md b/data/jurisdictions/us/states/ms/people/sam-mims.md
index 610fb4b164..c50b358d51 100644
--- a/data/jurisdictions/us/states/ms/people/sam-mims.md
+++ b/data/jurisdictions/us/states/ms/people/sam-mims.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 97"
+represents: "us/states/ms/districts/house/97"
 tenure:
   start: "2004-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 97 (MS State House of Representatives District 97).
 
+Represents [MS State House of Representatives District 97](/us/states/ms/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/sarita-simmons.md b/data/jurisdictions/us/states/ms/people/sarita-simmons.md
index aa219e1a6f..4484134f83 100644
--- a/data/jurisdictions/us/states/ms/people/sarita-simmons.md
+++ b/data/jurisdictions/us/states/ms/people/sarita-simmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 13"
+represents: "us/states/ms/districts/senate/13"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 13 (MS State Senate District 13).
 
+Represents [MS State Senate District 13](/us/states/ms/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/scott-bounds.md b/data/jurisdictions/us/states/ms/people/scott-bounds.md
index afaa882f2c..fce1a18def 100644
--- a/data/jurisdictions/us/states/ms/people/scott-bounds.md
+++ b/data/jurisdictions/us/states/ms/people/scott-bounds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 44"
+represents: "us/states/ms/districts/house/44"
 tenure:
   start: "2010-05-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 44 (MS State House of Representatives District 44).
 
+Represents [MS State House of Representatives District 44](/us/states/ms/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/scott-delano.md b/data/jurisdictions/us/states/ms/people/scott-delano.md
index 25d167e8ab..3e069fb164 100644
--- a/data/jurisdictions/us/states/ms/people/scott-delano.md
+++ b/data/jurisdictions/us/states/ms/people/scott-delano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 50"
+represents: "us/states/ms/districts/senate/50"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 50 (MS State Senate District 50).
 
+Represents [MS State Senate District 50](/us/states/ms/districts/senate/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/shanda-yates.md b/data/jurisdictions/us/states/ms/people/shanda-yates.md
index 58002ff130..e51e813f06 100644
--- a/data/jurisdictions/us/states/ms/people/shanda-yates.md
+++ b/data/jurisdictions/us/states/ms/people/shanda-yates.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 64"
+represents: "us/states/ms/districts/house/64"
 tenure:
   start: "2022-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 64 (MS State House of Representatives District 64).
 
+Represents [MS State House of Representatives District 64](/us/states/ms/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/shane-aguirre.md b/data/jurisdictions/us/states/ms/people/shane-aguirre.md
index 69e3b60871..d02ae24385 100644
--- a/data/jurisdictions/us/states/ms/people/shane-aguirre.md
+++ b/data/jurisdictions/us/states/ms/people/shane-aguirre.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 17"
+represents: "us/states/ms/districts/house/17"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 17 (MS State House of Representatives District 17).
 
+Represents [MS State House of Representatives District 17](/us/states/ms/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/shane-barnett.md b/data/jurisdictions/us/states/ms/people/shane-barnett.md
index 6c672a8b06..35e6379642 100644
--- a/data/jurisdictions/us/states/ms/people/shane-barnett.md
+++ b/data/jurisdictions/us/states/ms/people/shane-barnett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 86"
+represents: "us/states/ms/districts/house/86"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 86 (MS State House of Representatives District 86).
 
+Represents [MS State House of Representatives District 86](/us/states/ms/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/sollie-norwood.md b/data/jurisdictions/us/states/ms/people/sollie-norwood.md
index f1764a0deb..800e713b27 100644
--- a/data/jurisdictions/us/states/ms/people/sollie-norwood.md
+++ b/data/jurisdictions/us/states/ms/people/sollie-norwood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 28"
+represents: "us/states/ms/districts/senate/28"
 tenure:
   start: "2013-03-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 28 (MS State Senate District 28).
 
+Represents [MS State Senate District 28](/us/states/ms/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/solomon-osborne.md b/data/jurisdictions/us/states/ms/people/solomon-osborne.md
index 5e2b50db97..ab9bd2c1c7 100644
--- a/data/jurisdictions/us/states/ms/people/solomon-osborne.md
+++ b/data/jurisdictions/us/states/ms/people/solomon-osborne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 32"
+represents: "us/states/ms/districts/house/32"
 tenure:
   start: "2019-03-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 32 (MS State House of Representatives District 32).
 
+Represents [MS State House of Representatives District 32](/us/states/ms/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/stacey-hobgood-wilkes.md b/data/jurisdictions/us/states/ms/people/stacey-hobgood-wilkes.md
index eec97927b5..375305fac6 100644
--- a/data/jurisdictions/us/states/ms/people/stacey-hobgood-wilkes.md
+++ b/data/jurisdictions/us/states/ms/people/stacey-hobgood-wilkes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 108"
+represents: "us/states/ms/districts/house/108"
 tenure:
   start: "2017-08-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 108 (MS State House of Representatives District 108).
 
+Represents [MS State House of Representatives District 108](/us/states/ms/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/stephanie-foster.md b/data/jurisdictions/us/states/ms/people/stephanie-foster.md
index 0109271a0a..2b4f904351 100644
--- a/data/jurisdictions/us/states/ms/people/stephanie-foster.md
+++ b/data/jurisdictions/us/states/ms/people/stephanie-foster.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 63"
+represents: "us/states/ms/districts/house/63"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 63 (MS State House of Representatives District 63).
 
+Represents [MS State House of Representatives District 63](/us/states/ms/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/steve-horne.md b/data/jurisdictions/us/states/ms/people/steve-horne.md
index 0d0f292e45..65d23b8841 100644
--- a/data/jurisdictions/us/states/ms/people/steve-horne.md
+++ b/data/jurisdictions/us/states/ms/people/steve-horne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 81"
+represents: "us/states/ms/districts/house/81"
 tenure:
   start: "2004-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 81 (MS State House of Representatives District 81).
 
+Represents [MS State House of Representatives District 81](/us/states/ms/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/steve-lott.md b/data/jurisdictions/us/states/ms/people/steve-lott.md
index 92af4a5e03..6cebbe1ac2 100644
--- a/data/jurisdictions/us/states/ms/people/steve-lott.md
+++ b/data/jurisdictions/us/states/ms/people/steve-lott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 107"
+represents: "us/states/ms/districts/house/107"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 107 (MS State House of Representatives District 107).
 
+Represents [MS State House of Representatives District 107](/us/states/ms/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/steve-massengill.md b/data/jurisdictions/us/states/ms/people/steve-massengill.md
index 42e29001f1..97640f8503 100644
--- a/data/jurisdictions/us/states/ms/people/steve-massengill.md
+++ b/data/jurisdictions/us/states/ms/people/steve-massengill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 13"
+represents: "us/states/ms/districts/house/13"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 13 (MS State House of Representatives District 13).
 
+Represents [MS State House of Representatives District 13](/us/states/ms/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/theresa-gillespie-isom.md b/data/jurisdictions/us/states/ms/people/theresa-gillespie-isom.md
index 5c91d2f83a..13a4fff498 100644
--- a/data/jurisdictions/us/states/ms/people/theresa-gillespie-isom.md
+++ b/data/jurisdictions/us/states/ms/people/theresa-gillespie-isom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 2"
+represents: "us/states/ms/districts/senate/2"
 tenure:
   start: "2026-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 2 (MS State Senate District 2).
 
+Represents [MS State Senate District 2](/us/states/ms/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/timaka-james-jones.md b/data/jurisdictions/us/states/ms/people/timaka-james-jones.md
index af317cb6cf..3b3edfea89 100644
--- a/data/jurisdictions/us/states/ms/people/timaka-james-jones.md
+++ b/data/jurisdictions/us/states/ms/people/timaka-james-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 51"
+represents: "us/states/ms/districts/house/51"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 51 (MS State House of Representatives District 51).
 
+Represents [MS State House of Representatives District 51](/us/states/ms/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/timmy-ladner.md b/data/jurisdictions/us/states/ms/people/timmy-ladner.md
index 5e67e60606..75db336133 100644
--- a/data/jurisdictions/us/states/ms/people/timmy-ladner.md
+++ b/data/jurisdictions/us/states/ms/people/timmy-ladner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 93"
+represents: "us/states/ms/districts/house/93"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 93 (MS State House of Representatives District 93).
 
+Represents [MS State House of Representatives District 93](/us/states/ms/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/tracey-rosebud.md b/data/jurisdictions/us/states/ms/people/tracey-rosebud.md
index 8824efc671..21eb3b0266 100644
--- a/data/jurisdictions/us/states/ms/people/tracey-rosebud.md
+++ b/data/jurisdictions/us/states/ms/people/tracey-rosebud.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 30"
+represents: "us/states/ms/districts/house/30"
 tenure:
   start: "2018-06-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 30 (MS State House of Representatives District 30).
 
+Represents [MS State House of Representatives District 30](/us/states/ms/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/tracy-arnold.md b/data/jurisdictions/us/states/ms/people/tracy-arnold.md
index afd07c79a2..7efd6f698b 100644
--- a/data/jurisdictions/us/states/ms/people/tracy-arnold.md
+++ b/data/jurisdictions/us/states/ms/people/tracy-arnold.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 3"
+represents: "us/states/ms/districts/house/3"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 3 (MS State House of Representatives District 3).
 
+Represents [MS State House of Representatives District 3](/us/states/ms/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/trey-lamar.md b/data/jurisdictions/us/states/ms/people/trey-lamar.md
index eee1f292eb..a737d20ca4 100644
--- a/data/jurisdictions/us/states/ms/people/trey-lamar.md
+++ b/data/jurisdictions/us/states/ms/people/trey-lamar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 8"
+represents: "us/states/ms/districts/house/8"
 tenure:
   start: "2012-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 8 (MS State House of Representatives District 8).
 
+Represents [MS State House of Representatives District 8](/us/states/ms/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/troy-smith.md b/data/jurisdictions/us/states/ms/people/troy-smith.md
index 4cabf60e08..ac1f6f72b9 100644
--- a/data/jurisdictions/us/states/ms/people/troy-smith.md
+++ b/data/jurisdictions/us/states/ms/people/troy-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 84"
+represents: "us/states/ms/districts/house/84"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 84 (MS State House of Representatives District 84).
 
+Represents [MS State House of Representatives District 84](/us/states/ms/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/tyler-mccaughn.md b/data/jurisdictions/us/states/ms/people/tyler-mccaughn.md
index 776d58c0c9..3fc6edbbe2 100644
--- a/data/jurisdictions/us/states/ms/people/tyler-mccaughn.md
+++ b/data/jurisdictions/us/states/ms/people/tyler-mccaughn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 31"
+represents: "us/states/ms/districts/senate/31"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 31 (MS State Senate District 31).
 
+Represents [MS State Senate District 31](/us/states/ms/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/vince-mangold.md b/data/jurisdictions/us/states/ms/people/vince-mangold.md
index 18c4cc7b6d..578d18f5a5 100644
--- a/data/jurisdictions/us/states/ms/people/vince-mangold.md
+++ b/data/jurisdictions/us/states/ms/people/vince-mangold.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 53"
+represents: "us/states/ms/districts/house/53"
 tenure:
   start: "2016-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 53 (MS State House of Representatives District 53).
 
+Represents [MS State House of Representatives District 53](/us/states/ms/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/walter-michel.md b/data/jurisdictions/us/states/ms/people/walter-michel.md
index cc3d2cacc4..0c48f97d18 100644
--- a/data/jurisdictions/us/states/ms/people/walter-michel.md
+++ b/data/jurisdictions/us/states/ms/people/walter-michel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State Senate District 25"
+represents: "us/states/ms/districts/senate/25"
 tenure:
   start: "2016-03-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS Senate District 25 (MS State Senate District 25).
 
+Represents [MS State Senate District 25](/us/states/ms/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/willie-bailey.md b/data/jurisdictions/us/states/ms/people/willie-bailey.md
index dbced95b4d..2b9623dbf4 100644
--- a/data/jurisdictions/us/states/ms/people/willie-bailey.md
+++ b/data/jurisdictions/us/states/ms/people/willie-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 49"
+represents: "us/states/ms/districts/house/49"
 tenure:
   start: "1995-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 49 (MS State House of Representatives District 49).
 
+Represents [MS State House of Representatives District 49](/us/states/ms/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/zack-grady.md b/data/jurisdictions/us/states/ms/people/zack-grady.md
index aac3a6d847..19b077a3e6 100644
--- a/data/jurisdictions/us/states/ms/people/zack-grady.md
+++ b/data/jurisdictions/us/states/ms/people/zack-grady.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 115"
+represents: "us/states/ms/districts/house/115"
 tenure:
   start: "2024-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 115 (MS State House of Representatives District 115).
 
+Represents [MS State House of Representatives District 115](/us/states/ms/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ms/people/zakiya-summers.md b/data/jurisdictions/us/states/ms/people/zakiya-summers.md
index 7deb7b79d7..eec28de400 100644
--- a/data/jurisdictions/us/states/ms/people/zakiya-summers.md
+++ b/data/jurisdictions/us/states/ms/people/zakiya-summers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MS"
 district: "MS State House of Representatives District 68"
+represents: "us/states/ms/districts/house/68"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MS House District 68 (MS State House of Representatives District 68).
 
+Represents [MS State House of Representatives District 68](/us/states/ms/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/counties/beaverhead/index.md b/data/jurisdictions/us/states/mt/counties/beaverhead/index.md
index 50d0439ca6..723fabbd86 100644
--- a/data/jurisdictions/us/states/mt/counties/beaverhead/index.md
+++ b/data/jurisdictions/us/states/mt/counties/beaverhead/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 129
   hispanic: 508
   bachelors_plus: 3299
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/mt/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mt/districts/house/70"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 508 |
 | Bachelor's or higher | 3299 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 35](/us/states/mt/districts/senate/35.md) — 100% (state senate)
+- [MT House District 70](/us/states/mt/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/big-horn/index.md b/data/jurisdictions/us/states/mt/counties/big-horn/index.md
index 9c5bffa755..b96106d9b7 100644
--- a/data/jurisdictions/us/states/mt/counties/big-horn/index.md
+++ b/data/jurisdictions/us/states/mt/counties/big-horn/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 8607
   hispanic: 610
   bachelors_plus: 1748
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mt/districts/senate/21"
+    rel: in-district
+    area_weight: 0.8287
+  - to: "us/states/mt/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1712
+  - to: "us/states/mt/districts/house/42"
+    rel: in-district
+    area_weight: 0.4431
+  - to: "us/states/mt/districts/house/41"
+    rel: in-district
+    area_weight: 0.3855
+  - to: "us/states/mt/districts/house/35"
+    rel: in-district
+    area_weight: 0.1712
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 610 |
 | Bachelor's or higher | 1748 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 21](/us/states/mt/districts/senate/21.md) — 83% (state senate)
+- [MT Senate District 18](/us/states/mt/districts/senate/18.md) — 17% (state senate)
+- [MT House District 42](/us/states/mt/districts/house/42.md) — 44% (state house)
+- [MT House District 41](/us/states/mt/districts/house/41.md) — 39% (state house)
+- [MT House District 35](/us/states/mt/districts/house/35.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/blaine/index.md b/data/jurisdictions/us/states/mt/counties/blaine/index.md
index b21a61dec5..9de84d603f 100644
--- a/data/jurisdictions/us/states/mt/counties/blaine/index.md
+++ b/data/jurisdictions/us/states/mt/counties/blaine/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 3351
   hispanic: 194
   bachelors_plus: 1351
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/senate/16"
+    rel: in-district
+    area_weight: 0.5818
+  - to: "us/states/mt/districts/senate/14"
+    rel: in-district
+    area_weight: 0.4181
+  - to: "us/states/mt/districts/house/32"
+    rel: in-district
+    area_weight: 0.5506
+  - to: "us/states/mt/districts/house/28"
+    rel: in-district
+    area_weight: 0.4181
+  - to: "us/states/mt/districts/house/31"
+    rel: in-district
+    area_weight: 0.0312
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 194 |
 | Bachelor's or higher | 1351 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 16](/us/states/mt/districts/senate/16.md) — 58% (state senate)
+- [MT Senate District 14](/us/states/mt/districts/senate/14.md) — 42% (state senate)
+- [MT House District 32](/us/states/mt/districts/house/32.md) — 55% (state house)
+- [MT House District 28](/us/states/mt/districts/house/28.md) — 42% (state house)
+- [MT House District 31](/us/states/mt/districts/house/31.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/broadwater/index.md b/data/jurisdictions/us/states/mt/counties/broadwater/index.md
index f2144d01ac..53bc36c509 100644
--- a/data/jurisdictions/us/states/mt/counties/broadwater/index.md
+++ b/data/jurisdictions/us/states/mt/counties/broadwater/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 90
   hispanic: 217
   bachelors_plus: 1892
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9975
+  - to: "us/states/mt/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/77"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 217 |
 | Bachelor's or higher | 1892 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 39](/us/states/mt/districts/senate/39.md) — 100% (state senate)
+- [MT House District 77](/us/states/mt/districts/house/77.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/carbon/index.md b/data/jurisdictions/us/states/mt/counties/carbon/index.md
index 4cae56a2c2..cdc89bedcc 100644
--- a/data/jurisdictions/us/states/mt/counties/carbon/index.md
+++ b/data/jurisdictions/us/states/mt/counties/carbon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 36
   hispanic: 337
   bachelors_plus: 3998
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mt/districts/house/55"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 337 |
 | Bachelor's or higher | 3998 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 28](/us/states/mt/districts/senate/28.md) — 100% (state senate)
+- [MT House District 55](/us/states/mt/districts/house/55.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/carter/index.md b/data/jurisdictions/us/states/mt/counties/carter/index.md
index fb2c052653..27ebde69d6 100644
--- a/data/jurisdictions/us/states/mt/counties/carter/index.md
+++ b/data/jurisdictions/us/states/mt/counties/carter/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 32
   bachelors_plus: 256
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/34"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 32 |
 | Bachelor's or higher | 256 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 17](/us/states/mt/districts/senate/17.md) — 100% (state senate)
+- [MT House District 34](/us/states/mt/districts/house/34.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/cascade/index.md b/data/jurisdictions/us/states/mt/counties/cascade/index.md
index 6de01e4169..b53a64d744 100644
--- a/data/jurisdictions/us/states/mt/counties/cascade/index.md
+++ b/data/jurisdictions/us/states/mt/counties/cascade/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 2852
   hispanic: 4470
   bachelors_plus: 22656
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/13"
+    rel: in-district
+    area_weight: 0.7419
+  - to: "us/states/mt/districts/senate/39"
+    rel: in-district
+    area_weight: 0.2442
+  - to: "us/states/mt/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0077
+  - to: "us/states/mt/districts/house/25"
+    rel: in-district
+    area_weight: 0.525
+  - to: "us/states/mt/districts/house/78"
+    rel: in-district
+    area_weight: 0.2442
+  - to: "us/states/mt/districts/house/26"
+    rel: in-district
+    area_weight: 0.2169
+  - to: "us/states/mt/districts/house/22"
+    rel: in-district
+    area_weight: 0.0055
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4470 |
 | Bachelor's or higher | 22656 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 13](/us/states/mt/districts/senate/13.md) — 74% (state senate)
+- [MT Senate District 39](/us/states/mt/districts/senate/39.md) — 24% (state senate)
+- [MT Senate District 11](/us/states/mt/districts/senate/11.md) — 1% (state senate)
+- [MT House District 25](/us/states/mt/districts/house/25.md) — 52% (state house)
+- [MT House District 78](/us/states/mt/districts/house/78.md) — 24% (state house)
+- [MT House District 26](/us/states/mt/districts/house/26.md) — 22% (state house)
+- [MT House District 22](/us/states/mt/districts/house/22.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/chouteau/index.md b/data/jurisdictions/us/states/mt/counties/chouteau/index.md
index 24bd6f3273..0cd24255f2 100644
--- a/data/jurisdictions/us/states/mt/counties/chouteau/index.md
+++ b/data/jurisdictions/us/states/mt/counties/chouteau/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 987
   hispanic: 183
   bachelors_plus: 1227
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9827
+  - to: "us/states/mt/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0171
+  - to: "us/states/mt/districts/house/26"
+    rel: in-district
+    area_weight: 0.9827
+  - to: "us/states/mt/districts/house/32"
+    rel: in-district
+    area_weight: 0.0171
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 183 |
 | Bachelor's or higher | 1227 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 13](/us/states/mt/districts/senate/13.md) — 98% (state senate)
+- [MT Senate District 16](/us/states/mt/districts/senate/16.md) — 2% (state senate)
+- [MT House District 26](/us/states/mt/districts/house/26.md) — 98% (state house)
+- [MT House District 32](/us/states/mt/districts/house/32.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/custer/index.md b/data/jurisdictions/us/states/mt/counties/custer/index.md
index 8301043293..347cc3333e 100644
--- a/data/jurisdictions/us/states/mt/counties/custer/index.md
+++ b/data/jurisdictions/us/states/mt/counties/custer/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 220
   hispanic: 409
   bachelors_plus: 2918
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/17"
+    rel: in-district
+    area_weight: 0.778
+  - to: "us/states/mt/districts/senate/18"
+    rel: in-district
+    area_weight: 0.222
+  - to: "us/states/mt/districts/house/34"
+    rel: in-district
+    area_weight: 0.778
+  - to: "us/states/mt/districts/house/36"
+    rel: in-district
+    area_weight: 0.222
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 409 |
 | Bachelor's or higher | 2918 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 17](/us/states/mt/districts/senate/17.md) — 78% (state senate)
+- [MT Senate District 18](/us/states/mt/districts/senate/18.md) — 22% (state senate)
+- [MT House District 34](/us/states/mt/districts/house/34.md) — 78% (state house)
+- [MT House District 36](/us/states/mt/districts/house/36.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/daniels/index.md b/data/jurisdictions/us/states/mt/counties/daniels/index.md
index ae92e4495c..d3f4124b69 100644
--- a/data/jurisdictions/us/states/mt/counties/daniels/index.md
+++ b/data/jurisdictions/us/states/mt/counties/daniels/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 50
   bachelors_plus: 335
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/house/29"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 50 |
 | Bachelor's or higher | 335 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 15](/us/states/mt/districts/senate/15.md) — 100% (state senate)
+- [MT House District 29](/us/states/mt/districts/house/29.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/dawson/index.md b/data/jurisdictions/us/states/mt/counties/dawson/index.md
index c70c86230a..1ceb07cb34 100644
--- a/data/jurisdictions/us/states/mt/counties/dawson/index.md
+++ b/data/jurisdictions/us/states/mt/counties/dawson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 119
   hispanic: 319
   bachelors_plus: 1789
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/house/33"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 319 |
 | Bachelor's or higher | 1789 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 17](/us/states/mt/districts/senate/17.md) — 100% (state senate)
+- [MT House District 33](/us/states/mt/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/deer-lodge/index.md b/data/jurisdictions/us/states/mt/counties/deer-lodge/index.md
index a2363e6d86..0038d53f0e 100644
--- a/data/jurisdictions/us/states/mt/counties/deer-lodge/index.md
+++ b/data/jurisdictions/us/states/mt/counties/deer-lodge/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 198
   hispanic: 335
   bachelors_plus: 2500
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9489
+  - to: "us/states/mt/districts/senate/38"
+    rel: in-district
+    area_weight: 0.0508
+  - to: "us/states/mt/districts/house/71"
+    rel: in-district
+    area_weight: 0.9489
+  - to: "us/states/mt/districts/house/76"
+    rel: in-district
+    area_weight: 0.0508
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 335 |
 | Bachelor's or higher | 2500 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 36](/us/states/mt/districts/senate/36.md) — 95% (state senate)
+- [MT Senate District 38](/us/states/mt/districts/senate/38.md) — 5% (state senate)
+- [MT House District 71](/us/states/mt/districts/house/71.md) — 95% (state house)
+- [MT House District 76](/us/states/mt/districts/house/76.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/fallon/index.md b/data/jurisdictions/us/states/mt/counties/fallon/index.md
index 64f91facb6..2c2e459fc0 100644
--- a/data/jurisdictions/us/states/mt/counties/fallon/index.md
+++ b/data/jurisdictions/us/states/mt/counties/fallon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 62
   hispanic: 4
   bachelors_plus: 354
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/34"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4 |
 | Bachelor's or higher | 354 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 17](/us/states/mt/districts/senate/17.md) — 100% (state senate)
+- [MT House District 34](/us/states/mt/districts/house/34.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/fergus/index.md b/data/jurisdictions/us/states/mt/counties/fergus/index.md
index e573801037..f8dd72f268 100644
--- a/data/jurisdictions/us/states/mt/counties/fergus/index.md
+++ b/data/jurisdictions/us/states/mt/counties/fergus/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 263
   hispanic: 278
   bachelors_plus: 2518
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/19"
+    rel: in-district
+    area_weight: 0.8077
+  - to: "us/states/mt/districts/senate/39"
+    rel: in-district
+    area_weight: 0.1922
+  - to: "us/states/mt/districts/house/37"
+    rel: in-district
+    area_weight: 0.8076
+  - to: "us/states/mt/districts/house/78"
+    rel: in-district
+    area_weight: 0.1922
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 278 |
 | Bachelor's or higher | 2518 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 19](/us/states/mt/districts/senate/19.md) — 81% (state senate)
+- [MT Senate District 39](/us/states/mt/districts/senate/39.md) — 19% (state senate)
+- [MT House District 37](/us/states/mt/districts/house/37.md) — 81% (state house)
+- [MT House District 78](/us/states/mt/districts/house/78.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/flathead/index.md b/data/jurisdictions/us/states/mt/counties/flathead/index.md
index bfc7e02bbd..1a3b1d2328 100644
--- a/data/jurisdictions/us/states/mt/counties/flathead/index.md
+++ b/data/jurisdictions/us/states/mt/counties/flathead/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 976
   hispanic: 4076
   bachelors_plus: 39876
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/senate/2"
+    rel: in-district
+    area_weight: 0.4298
+  - to: "us/states/mt/districts/senate/8"
+    rel: in-district
+    area_weight: 0.2421
+  - to: "us/states/mt/districts/senate/1"
+    rel: in-district
+    area_weight: 0.1025
+  - to: "us/states/mt/districts/senate/3"
+    rel: in-district
+    area_weight: 0.086
+  - to: "us/states/mt/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0766
+  - to: "us/states/mt/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0602
+  - to: "us/states/mt/districts/house/3"
+    rel: in-district
+    area_weight: 0.4268
+  - to: "us/states/mt/districts/house/15"
+    rel: in-district
+    area_weight: 0.2421
+  - to: "us/states/mt/districts/house/2"
+    rel: in-district
+    area_weight: 0.1025
+  - to: "us/states/mt/districts/house/11"
+    rel: in-district
+    area_weight: 0.0666
+  - to: "us/states/mt/districts/house/6"
+    rel: in-district
+    area_weight: 0.0491
+  - to: "us/states/mt/districts/house/9"
+    rel: in-district
+    area_weight: 0.0491
+  - to: "us/states/mt/districts/house/5"
+    rel: in-district
+    area_weight: 0.0369
+  - to: "us/states/mt/districts/house/10"
+    rel: in-district
+    area_weight: 0.011
+  - to: "us/states/mt/districts/house/12"
+    rel: in-district
+    area_weight: 0.01
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction.
 | Hispanic/Latino | 4076 |
 | Bachelor's or higher | 39876 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 2](/us/states/mt/districts/senate/2.md) — 43% (state senate)
+- [MT Senate District 8](/us/states/mt/districts/senate/8.md) — 24% (state senate)
+- [MT Senate District 1](/us/states/mt/districts/senate/1.md) — 10% (state senate)
+- [MT Senate District 3](/us/states/mt/districts/senate/3.md) — 9% (state senate)
+- [MT Senate District 6](/us/states/mt/districts/senate/6.md) — 8% (state senate)
+- [MT Senate District 5](/us/states/mt/districts/senate/5.md) — 6% (state senate)
+- [MT House District 3](/us/states/mt/districts/house/3.md) — 43% (state house)
+- [MT House District 15](/us/states/mt/districts/house/15.md) — 24% (state house)
+- [MT House District 2](/us/states/mt/districts/house/2.md) — 10% (state house)
+- [MT House District 11](/us/states/mt/districts/house/11.md) — 7% (state house)
+- [MT House District 6](/us/states/mt/districts/house/6.md) — 5% (state house)
+- [MT House District 9](/us/states/mt/districts/house/9.md) — 5% (state house)
+- [MT House District 5](/us/states/mt/districts/house/5.md) — 4% (state house)
+- [MT House District 10](/us/states/mt/districts/house/10.md) — 1% (state house)
+- [MT House District 12](/us/states/mt/districts/house/12.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/gallatin/index.md b/data/jurisdictions/us/states/mt/counties/gallatin/index.md
index 58b42152cc..48d180b8f3 100644
--- a/data/jurisdictions/us/states/mt/counties/gallatin/index.md
+++ b/data/jurisdictions/us/states/mt/counties/gallatin/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 755
   hispanic: 6658
   bachelors_plus: 60419
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/mt/districts/senate/30"
+    rel: in-district
+    area_weight: 0.4873
+  - to: "us/states/mt/districts/senate/33"
+    rel: in-district
+    area_weight: 0.1641
+  - to: "us/states/mt/districts/senate/29"
+    rel: in-district
+    area_weight: 0.1326
+  - to: "us/states/mt/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0825
+  - to: "us/states/mt/districts/senate/39"
+    rel: in-district
+    area_weight: 0.0783
+  - to: "us/states/mt/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0417
+  - to: "us/states/mt/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0079
+  - to: "us/states/mt/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0055
+  - to: "us/states/mt/districts/house/60"
+    rel: in-district
+    area_weight: 0.4471
+  - to: "us/states/mt/districts/house/66"
+    rel: in-district
+    area_weight: 0.155
+  - to: "us/states/mt/districts/house/57"
+    rel: in-district
+    area_weight: 0.1326
+  - to: "us/states/mt/districts/house/68"
+    rel: in-district
+    area_weight: 0.0783
+  - to: "us/states/mt/districts/house/77"
+    rel: in-district
+    area_weight: 0.0783
+  - to: "us/states/mt/districts/house/69"
+    rel: in-district
+    area_weight: 0.0417
+  - to: "us/states/mt/districts/house/59"
+    rel: in-district
+    area_weight: 0.0403
+  - to: "us/states/mt/districts/house/65"
+    rel: in-district
+    area_weight: 0.0091
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 6658 |
 | Bachelor's or higher | 60419 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 30](/us/states/mt/districts/senate/30.md) — 49% (state senate)
+- [MT Senate District 33](/us/states/mt/districts/senate/33.md) — 16% (state senate)
+- [MT Senate District 29](/us/states/mt/districts/senate/29.md) — 13% (state senate)
+- [MT Senate District 34](/us/states/mt/districts/senate/34.md) — 8% (state senate)
+- [MT Senate District 39](/us/states/mt/districts/senate/39.md) — 8% (state senate)
+- [MT Senate District 35](/us/states/mt/districts/senate/35.md) — 4% (state senate)
+- [MT Senate District 32](/us/states/mt/districts/senate/32.md) — 1% (state senate)
+- [MT Senate District 31](/us/states/mt/districts/senate/31.md) — 1% (state senate)
+- [MT House District 60](/us/states/mt/districts/house/60.md) — 45% (state house)
+- [MT House District 66](/us/states/mt/districts/house/66.md) — 16% (state house)
+- [MT House District 57](/us/states/mt/districts/house/57.md) — 13% (state house)
+- [MT House District 68](/us/states/mt/districts/house/68.md) — 8% (state house)
+- [MT House District 77](/us/states/mt/districts/house/77.md) — 8% (state house)
+- [MT House District 69](/us/states/mt/districts/house/69.md) — 4% (state house)
+- [MT House District 59](/us/states/mt/districts/house/59.md) — 4% (state house)
+- [MT House District 65](/us/states/mt/districts/house/65.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/garfield/index.md b/data/jurisdictions/us/states/mt/counties/garfield/index.md
index 724b3598af..3d7e237002 100644
--- a/data/jurisdictions/us/states/mt/counties/garfield/index.md
+++ b/data/jurisdictions/us/states/mt/counties/garfield/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 0
   bachelors_plus: 202
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/35"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 202 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 18](/us/states/mt/districts/senate/18.md) — 100% (state senate)
+- [MT House District 35](/us/states/mt/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/glacier/index.md b/data/jurisdictions/us/states/mt/counties/glacier/index.md
index b507e3134c..d074ec008f 100644
--- a/data/jurisdictions/us/states/mt/counties/glacier/index.md
+++ b/data/jurisdictions/us/states/mt/counties/glacier/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 8812
   hispanic: 389
   bachelors_plus: 1908
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mt/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/16"
+    rel: in-district
+    area_weight: 0.8792
+  - to: "us/states/mt/districts/house/15"
+    rel: in-district
+    area_weight: 0.1207
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 389 |
 | Bachelor's or higher | 1908 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 8](/us/states/mt/districts/senate/8.md) — 100% (state senate)
+- [MT House District 16](/us/states/mt/districts/house/16.md) — 88% (state house)
+- [MT House District 15](/us/states/mt/districts/house/15.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/golden-valley/index.md b/data/jurisdictions/us/states/mt/counties/golden-valley/index.md
index cea7b71adf..cb7c8cdbde 100644
--- a/data/jurisdictions/us/states/mt/counties/golden-valley/index.md
+++ b/data/jurisdictions/us/states/mt/counties/golden-valley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 39
   bachelors_plus: 175
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/house/38"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 39 |
 | Bachelor's or higher | 175 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 19](/us/states/mt/districts/senate/19.md) — 100% (state senate)
+- [MT House District 38](/us/states/mt/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/granite/index.md b/data/jurisdictions/us/states/mt/counties/granite/index.md
index b66c010810..7bdc9b5e96 100644
--- a/data/jurisdictions/us/states/mt/counties/granite/index.md
+++ b/data/jurisdictions/us/states/mt/counties/granite/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 63
   hispanic: 91
   bachelors_plus: 1079
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/76"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 91 |
 | Bachelor's or higher | 1079 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 38](/us/states/mt/districts/senate/38.md) — 100% (state senate)
+- [MT House District 76](/us/states/mt/districts/house/76.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/hill/index.md b/data/jurisdictions/us/states/mt/counties/hill/index.md
index 7e335f94a1..c21d383c33 100644
--- a/data/jurisdictions/us/states/mt/counties/hill/index.md
+++ b/data/jurisdictions/us/states/mt/counties/hill/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 3675
   hispanic: 566
   bachelors_plus: 3147
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/14"
+    rel: in-district
+    area_weight: 0.8433
+  - to: "us/states/mt/districts/senate/16"
+    rel: in-district
+    area_weight: 0.1565
+  - to: "us/states/mt/districts/house/28"
+    rel: in-district
+    area_weight: 0.8359
+  - to: "us/states/mt/districts/house/32"
+    rel: in-district
+    area_weight: 0.1565
+  - to: "us/states/mt/districts/house/27"
+    rel: in-district
+    area_weight: 0.0074
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 566 |
 | Bachelor's or higher | 3147 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 14](/us/states/mt/districts/senate/14.md) — 84% (state senate)
+- [MT Senate District 16](/us/states/mt/districts/senate/16.md) — 16% (state senate)
+- [MT House District 28](/us/states/mt/districts/house/28.md) — 84% (state house)
+- [MT House District 32](/us/states/mt/districts/house/32.md) — 16% (state house)
+- [MT House District 27](/us/states/mt/districts/house/27.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/jefferson/index.md b/data/jurisdictions/us/states/mt/counties/jefferson/index.md
index a5675c8500..42070617bc 100644
--- a/data/jurisdictions/us/states/mt/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/mt/counties/jefferson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 188
   hispanic: 380
   bachelors_plus: 4203
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/mt/districts/senate/38"
+    rel: in-district
+    area_weight: 0.934
+  - to: "us/states/mt/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0624
+  - to: "us/states/mt/districts/house/75"
+    rel: in-district
+    area_weight: 0.934
+  - to: "us/states/mt/districts/house/69"
+    rel: in-district
+    area_weight: 0.0624
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 380 |
 | Bachelor's or higher | 4203 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 38](/us/states/mt/districts/senate/38.md) — 93% (state senate)
+- [MT Senate District 35](/us/states/mt/districts/senate/35.md) — 6% (state senate)
+- [MT House District 75](/us/states/mt/districts/house/75.md) — 93% (state house)
+- [MT House District 69](/us/states/mt/districts/house/69.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/judith-basin/index.md b/data/jurisdictions/us/states/mt/counties/judith-basin/index.md
index 4d824b67be..b3fb665fe7 100644
--- a/data/jurisdictions/us/states/mt/counties/judith-basin/index.md
+++ b/data/jurisdictions/us/states/mt/counties/judith-basin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 159
   bachelors_plus: 561
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/78"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 159 |
 | Bachelor's or higher | 561 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 39](/us/states/mt/districts/senate/39.md) — 100% (state senate)
+- [MT House District 78](/us/states/mt/districts/house/78.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/lake/index.md b/data/jurisdictions/us/states/mt/counties/lake/index.md
index f86ed6afdd..3e4a6ffd16 100644
--- a/data/jurisdictions/us/states/mt/counties/lake/index.md
+++ b/data/jurisdictions/us/states/mt/counties/lake/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 6608
   hispanic: 1397
   bachelors_plus: 9822
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/8"
+    rel: in-district
+    area_weight: 0.3086
+  - to: "us/states/mt/districts/senate/6"
+    rel: in-district
+    area_weight: 0.2859
+  - to: "us/states/mt/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2072
+  - to: "us/states/mt/districts/senate/46"
+    rel: in-district
+    area_weight: 0.1983
+  - to: "us/states/mt/districts/house/15"
+    rel: in-district
+    area_weight: 0.3086
+  - to: "us/states/mt/districts/house/12"
+    rel: in-district
+    area_weight: 0.2859
+  - to: "us/states/mt/districts/house/13"
+    rel: in-district
+    area_weight: 0.2072
+  - to: "us/states/mt/districts/house/91"
+    rel: in-district
+    area_weight: 0.1983
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1397 |
 | Bachelor's or higher | 9822 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 8](/us/states/mt/districts/senate/8.md) — 31% (state senate)
+- [MT Senate District 6](/us/states/mt/districts/senate/6.md) — 29% (state senate)
+- [MT Senate District 7](/us/states/mt/districts/senate/7.md) — 21% (state senate)
+- [MT Senate District 46](/us/states/mt/districts/senate/46.md) — 20% (state senate)
+- [MT House District 15](/us/states/mt/districts/house/15.md) — 31% (state house)
+- [MT House District 12](/us/states/mt/districts/house/12.md) — 29% (state house)
+- [MT House District 13](/us/states/mt/districts/house/13.md) — 21% (state house)
+- [MT House District 91](/us/states/mt/districts/house/91.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/lewis-and-clark/index.md b/data/jurisdictions/us/states/mt/counties/lewis-and-clark/index.md
index 183a055fc8..309eaf814f 100644
--- a/data/jurisdictions/us/states/mt/counties/lewis-and-clark/index.md
+++ b/data/jurisdictions/us/states/mt/counties/lewis-and-clark/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 965
   hispanic: 2958
   bachelors_plus: 30194
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/mt/districts/senate/9"
+    rel: in-district
+    area_weight: 0.79
+  - to: "us/states/mt/districts/senate/42"
+    rel: in-district
+    area_weight: 0.106
+  - to: "us/states/mt/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0475
+  - to: "us/states/mt/districts/senate/38"
+    rel: in-district
+    area_weight: 0.0441
+  - to: "us/states/mt/districts/senate/41"
+    rel: in-district
+    area_weight: 0.0122
+  - to: "us/states/mt/districts/house/17"
+    rel: in-district
+    area_weight: 0.79
+  - to: "us/states/mt/districts/house/84"
+    rel: in-district
+    area_weight: 0.1019
+  - to: "us/states/mt/districts/house/79"
+    rel: in-district
+    area_weight: 0.0457
+  - to: "us/states/mt/districts/house/76"
+    rel: in-district
+    area_weight: 0.0441
+  - to: "us/states/mt/districts/house/81"
+    rel: in-district
+    area_weight: 0.0084
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2958 |
 | Bachelor's or higher | 30194 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 9](/us/states/mt/districts/senate/9.md) — 79% (state senate)
+- [MT Senate District 42](/us/states/mt/districts/senate/42.md) — 11% (state senate)
+- [MT Senate District 40](/us/states/mt/districts/senate/40.md) — 5% (state senate)
+- [MT Senate District 38](/us/states/mt/districts/senate/38.md) — 4% (state senate)
+- [MT Senate District 41](/us/states/mt/districts/senate/41.md) — 1% (state senate)
+- [MT House District 17](/us/states/mt/districts/house/17.md) — 79% (state house)
+- [MT House District 84](/us/states/mt/districts/house/84.md) — 10% (state house)
+- [MT House District 79](/us/states/mt/districts/house/79.md) — 5% (state house)
+- [MT House District 76](/us/states/mt/districts/house/76.md) — 4% (state house)
+- [MT House District 81](/us/states/mt/districts/house/81.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/liberty/index.md b/data/jurisdictions/us/states/mt/counties/liberty/index.md
index a6bc37dbb0..5393a5fd7e 100644
--- a/data/jurisdictions/us/states/mt/counties/liberty/index.md
+++ b/data/jurisdictions/us/states/mt/counties/liberty/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 46
   hispanic: 1
   bachelors_plus: 455
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mt/districts/house/28"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1 |
 | Bachelor's or higher | 455 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 14](/us/states/mt/districts/senate/14.md) — 100% (state senate)
+- [MT House District 28](/us/states/mt/districts/house/28.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/lincoln/index.md b/data/jurisdictions/us/states/mt/counties/lincoln/index.md
index 572f854892..924437fc1d 100644
--- a/data/jurisdictions/us/states/mt/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/mt/counties/lincoln/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 240
   hispanic: 654
   bachelors_plus: 4051
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/house/1"
+    rel: in-district
+    area_weight: 0.7162
+  - to: "us/states/mt/districts/house/2"
+    rel: in-district
+    area_weight: 0.2837
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 654 |
 | Bachelor's or higher | 4051 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 1](/us/states/mt/districts/senate/1.md) — 100% (state senate)
+- [MT House District 1](/us/states/mt/districts/house/1.md) — 72% (state house)
+- [MT House District 2](/us/states/mt/districts/house/2.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/madison/index.md b/data/jurisdictions/us/states/mt/counties/madison/index.md
index afbfb3619b..330aea2f37 100644
--- a/data/jurisdictions/us/states/mt/counties/madison/index.md
+++ b/data/jurisdictions/us/states/mt/counties/madison/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 84
   hispanic: 337
   bachelors_plus: 2942
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mt/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9906
+  - to: "us/states/mt/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/mt/districts/house/69"
+    rel: in-district
+    area_weight: 0.9906
+  - to: "us/states/mt/districts/house/60"
+    rel: in-district
+    area_weight: 0.0093
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 337 |
 | Bachelor's or higher | 2942 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 35](/us/states/mt/districts/senate/35.md) — 99% (state senate)
+- [MT Senate District 30](/us/states/mt/districts/senate/30.md) — 1% (state senate)
+- [MT House District 69](/us/states/mt/districts/house/69.md) — 99% (state house)
+- [MT House District 60](/us/states/mt/districts/house/60.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/mccone/index.md b/data/jurisdictions/us/states/mt/counties/mccone/index.md
index 3cc8a3746e..f94e4e852e 100644
--- a/data/jurisdictions/us/states/mt/counties/mccone/index.md
+++ b/data/jurisdictions/us/states/mt/counties/mccone/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 42
   hispanic: 4
   bachelors_plus: 366
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/34"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4 |
 | Bachelor's or higher | 366 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 17](/us/states/mt/districts/senate/17.md) — 100% (state senate)
+- [MT House District 34](/us/states/mt/districts/house/34.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/meagher/index.md b/data/jurisdictions/us/states/mt/counties/meagher/index.md
index fbed38b992..f9897c9124 100644
--- a/data/jurisdictions/us/states/mt/counties/meagher/index.md
+++ b/data/jurisdictions/us/states/mt/counties/meagher/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 65
   bachelors_plus: 563
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/78"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 65 |
 | Bachelor's or higher | 563 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 39](/us/states/mt/districts/senate/39.md) — 100% (state senate)
+- [MT House District 78](/us/states/mt/districts/house/78.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/mineral/index.md b/data/jurisdictions/us/states/mt/counties/mineral/index.md
index a3bb727006..8984eacb65 100644
--- a/data/jurisdictions/us/states/mt/counties/mineral/index.md
+++ b/data/jurisdictions/us/states/mt/counties/mineral/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 71
   hispanic: 185
   bachelors_plus: 1222
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/mt/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/mt/districts/house/90"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 185 |
 | Bachelor's or higher | 1222 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 45](/us/states/mt/districts/senate/45.md) — 100% (state senate)
+- [MT House District 90](/us/states/mt/districts/house/90.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/missoula/index.md b/data/jurisdictions/us/states/mt/counties/missoula/index.md
index afa86d7069..f110283899 100644
--- a/data/jurisdictions/us/states/mt/counties/missoula/index.md
+++ b/data/jurisdictions/us/states/mt/counties/missoula/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 2472
   hispanic: 6096
   bachelors_plus: 54955
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mt/districts/senate/46"
+    rel: in-district
+    area_weight: 0.5226
+  - to: "us/states/mt/districts/senate/45"
+    rel: in-district
+    area_weight: 0.2776
+  - to: "us/states/mt/districts/senate/47"
+    rel: in-district
+    area_weight: 0.1179
+  - to: "us/states/mt/districts/senate/50"
+    rel: in-district
+    area_weight: 0.0378
+  - to: "us/states/mt/districts/senate/48"
+    rel: in-district
+    area_weight: 0.0228
+  - to: "us/states/mt/districts/senate/38"
+    rel: in-district
+    area_weight: 0.0126
+  - to: "us/states/mt/districts/senate/49"
+    rel: in-district
+    area_weight: 0.0086
+  - to: "us/states/mt/districts/house/92"
+    rel: in-district
+    area_weight: 0.4233
+  - to: "us/states/mt/districts/house/90"
+    rel: in-district
+    area_weight: 0.2677
+  - to: "us/states/mt/districts/house/93"
+    rel: in-district
+    area_weight: 0.1151
+  - to: "us/states/mt/districts/house/91"
+    rel: in-district
+    area_weight: 0.0993
+  - to: "us/states/mt/districts/house/99"
+    rel: in-district
+    area_weight: 0.0369
+  - to: "us/states/mt/districts/house/96"
+    rel: in-district
+    area_weight: 0.022
+  - to: "us/states/mt/districts/house/76"
+    rel: in-district
+    area_weight: 0.0126
+  - to: "us/states/mt/districts/house/89"
+    rel: in-district
+    area_weight: 0.0099
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6096 |
 | Bachelor's or higher | 54955 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 46](/us/states/mt/districts/senate/46.md) — 52% (state senate)
+- [MT Senate District 45](/us/states/mt/districts/senate/45.md) — 28% (state senate)
+- [MT Senate District 47](/us/states/mt/districts/senate/47.md) — 12% (state senate)
+- [MT Senate District 50](/us/states/mt/districts/senate/50.md) — 4% (state senate)
+- [MT Senate District 48](/us/states/mt/districts/senate/48.md) — 2% (state senate)
+- [MT Senate District 38](/us/states/mt/districts/senate/38.md) — 1% (state senate)
+- [MT Senate District 49](/us/states/mt/districts/senate/49.md) — 1% (state senate)
+- [MT House District 92](/us/states/mt/districts/house/92.md) — 42% (state house)
+- [MT House District 90](/us/states/mt/districts/house/90.md) — 27% (state house)
+- [MT House District 93](/us/states/mt/districts/house/93.md) — 12% (state house)
+- [MT House District 91](/us/states/mt/districts/house/91.md) — 10% (state house)
+- [MT House District 99](/us/states/mt/districts/house/99.md) — 4% (state house)
+- [MT House District 96](/us/states/mt/districts/house/96.md) — 2% (state house)
+- [MT House District 76](/us/states/mt/districts/house/76.md) — 1% (state house)
+- [MT House District 89](/us/states/mt/districts/house/89.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/musselshell/index.md b/data/jurisdictions/us/states/mt/counties/musselshell/index.md
index 4044fa7b68..45d14d4dcf 100644
--- a/data/jurisdictions/us/states/mt/counties/musselshell/index.md
+++ b/data/jurisdictions/us/states/mt/counties/musselshell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 196
   hispanic: 221
   bachelors_plus: 1078
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/38"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 221 |
 | Bachelor's or higher | 1078 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 19](/us/states/mt/districts/senate/19.md) — 100% (state senate)
+- [MT House District 38](/us/states/mt/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/park/index.md b/data/jurisdictions/us/states/mt/counties/park/index.md
index c11f061e6d..d16e9a8d17 100644
--- a/data/jurisdictions/us/states/mt/counties/park/index.md
+++ b/data/jurisdictions/us/states/mt/counties/park/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 124
   hispanic: 638
   bachelors_plus: 7288
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/mt/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/house/57"
+    rel: in-district
+    area_weight: 0.9625
+  - to: "us/states/mt/districts/house/58"
+    rel: in-district
+    area_weight: 0.0373
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 638 |
 | Bachelor's or higher | 7288 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 29](/us/states/mt/districts/senate/29.md) — 100% (state senate)
+- [MT House District 57](/us/states/mt/districts/house/57.md) — 96% (state house)
+- [MT House District 58](/us/states/mt/districts/house/58.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/petroleum/index.md b/data/jurisdictions/us/states/mt/counties/petroleum/index.md
index e93c46db94..9a0ea5fbbf 100644
--- a/data/jurisdictions/us/states/mt/counties/petroleum/index.md
+++ b/data/jurisdictions/us/states/mt/counties/petroleum/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 0
   bachelors_plus: 148
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/house/37"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 148 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 19](/us/states/mt/districts/senate/19.md) — 100% (state senate)
+- [MT House District 37](/us/states/mt/districts/house/37.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/phillips/index.md b/data/jurisdictions/us/states/mt/counties/phillips/index.md
index 3f23333505..ec319d91f1 100644
--- a/data/jurisdictions/us/states/mt/counties/phillips/index.md
+++ b/data/jurisdictions/us/states/mt/counties/phillips/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 316
   hispanic: 46
   bachelors_plus: 963
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/16"
+    rel: in-district
+    area_weight: 0.6133
+  - to: "us/states/mt/districts/senate/14"
+    rel: in-district
+    area_weight: 0.3867
+  - to: "us/states/mt/districts/house/28"
+    rel: in-district
+    area_weight: 0.3867
+  - to: "us/states/mt/districts/house/31"
+    rel: in-district
+    area_weight: 0.3197
+  - to: "us/states/mt/districts/house/32"
+    rel: in-district
+    area_weight: 0.2935
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 46 |
 | Bachelor's or higher | 963 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 16](/us/states/mt/districts/senate/16.md) — 61% (state senate)
+- [MT Senate District 14](/us/states/mt/districts/senate/14.md) — 39% (state senate)
+- [MT House District 28](/us/states/mt/districts/house/28.md) — 39% (state house)
+- [MT House District 31](/us/states/mt/districts/house/31.md) — 32% (state house)
+- [MT House District 32](/us/states/mt/districts/house/32.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/pondera/index.md b/data/jurisdictions/us/states/mt/counties/pondera/index.md
index 6f68ffa2a2..b364042dba 100644
--- a/data/jurisdictions/us/states/mt/counties/pondera/index.md
+++ b/data/jurisdictions/us/states/mt/counties/pondera/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 910
   hispanic: 154
   bachelors_plus: 1026
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.5171
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.4829
+  - to: "us/states/mt/districts/senate/9"
+    rel: in-district
+    area_weight: 0.8273
+  - to: "us/states/mt/districts/senate/8"
+    rel: in-district
+    area_weight: 0.1727
+  - to: "us/states/mt/districts/house/18"
+    rel: in-district
+    area_weight: 0.8272
+  - to: "us/states/mt/districts/house/15"
+    rel: in-district
+    area_weight: 0.1727
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 154 |
 | Bachelor's or higher | 1026 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 52% (congressional)
+- [MT-01](/us/states/mt/districts/01.md) — 48% (congressional)
+- [MT Senate District 9](/us/states/mt/districts/senate/9.md) — 83% (state senate)
+- [MT Senate District 8](/us/states/mt/districts/senate/8.md) — 17% (state senate)
+- [MT House District 18](/us/states/mt/districts/house/18.md) — 83% (state house)
+- [MT House District 15](/us/states/mt/districts/house/15.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/powder-river/index.md b/data/jurisdictions/us/states/mt/counties/powder-river/index.md
index d0f4a2c953..c68efc70cf 100644
--- a/data/jurisdictions/us/states/mt/counties/powder-river/index.md
+++ b/data/jurisdictions/us/states/mt/counties/powder-river/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 40
   hispanic: 26
   bachelors_plus: 488
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/34"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 26 |
 | Bachelor's or higher | 488 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 17](/us/states/mt/districts/senate/17.md) — 100% (state senate)
+- [MT House District 34](/us/states/mt/districts/house/34.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/powell/index.md b/data/jurisdictions/us/states/mt/counties/powell/index.md
index 3875632d03..c9134d9833 100644
--- a/data/jurisdictions/us/states/mt/counties/powell/index.md
+++ b/data/jurisdictions/us/states/mt/counties/powell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 356
   hispanic: 190
   bachelors_plus: 1384
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/mt/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/mt/districts/house/76"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 190 |
 | Bachelor's or higher | 1384 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 38](/us/states/mt/districts/senate/38.md) — 100% (state senate)
+- [MT House District 76](/us/states/mt/districts/house/76.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/prairie/index.md b/data/jurisdictions/us/states/mt/counties/prairie/index.md
index f6b2c49016..4526158be1 100644
--- a/data/jurisdictions/us/states/mt/counties/prairie/index.md
+++ b/data/jurisdictions/us/states/mt/counties/prairie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 7
   bachelors_plus: 385
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/house/34"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7 |
 | Bachelor's or higher | 385 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 17](/us/states/mt/districts/senate/17.md) — 100% (state senate)
+- [MT House District 34](/us/states/mt/districts/house/34.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/ravalli/index.md b/data/jurisdictions/us/states/mt/counties/ravalli/index.md
index c3eb7d1a71..718de20beb 100644
--- a/data/jurisdictions/us/states/mt/counties/ravalli/index.md
+++ b/data/jurisdictions/us/states/mt/counties/ravalli/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 317
   hispanic: 1928
   bachelors_plus: 13979
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/mt/districts/senate/43"
+    rel: in-district
+    area_weight: 0.7603
+  - to: "us/states/mt/districts/senate/44"
+    rel: in-district
+    area_weight: 0.2391
+  - to: "us/states/mt/districts/house/85"
+    rel: in-district
+    area_weight: 0.7466
+  - to: "us/states/mt/districts/house/87"
+    rel: in-district
+    area_weight: 0.1647
+  - to: "us/states/mt/districts/house/88"
+    rel: in-district
+    area_weight: 0.0744
+  - to: "us/states/mt/districts/house/86"
+    rel: in-district
+    area_weight: 0.0137
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 1928 |
 | Bachelor's or higher | 13979 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 43](/us/states/mt/districts/senate/43.md) — 76% (state senate)
+- [MT Senate District 44](/us/states/mt/districts/senate/44.md) — 24% (state senate)
+- [MT House District 85](/us/states/mt/districts/house/85.md) — 75% (state house)
+- [MT House District 87](/us/states/mt/districts/house/87.md) — 16% (state house)
+- [MT House District 88](/us/states/mt/districts/house/88.md) — 7% (state house)
+- [MT House District 86](/us/states/mt/districts/house/86.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/richland/index.md b/data/jurisdictions/us/states/mt/counties/richland/index.md
index 043f3a48b9..60f05a3cf7 100644
--- a/data/jurisdictions/us/states/mt/counties/richland/index.md
+++ b/data/jurisdictions/us/states/mt/counties/richland/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 24
   hispanic: 620
   bachelors_plus: 1965
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/senate/15"
+    rel: in-district
+    area_weight: 0.6883
+  - to: "us/states/mt/districts/senate/17"
+    rel: in-district
+    area_weight: 0.3116
+  - to: "us/states/mt/districts/house/30"
+    rel: in-district
+    area_weight: 0.6883
+  - to: "us/states/mt/districts/house/33"
+    rel: in-district
+    area_weight: 0.3115
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 620 |
 | Bachelor's or higher | 1965 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 15](/us/states/mt/districts/senate/15.md) — 69% (state senate)
+- [MT Senate District 17](/us/states/mt/districts/senate/17.md) — 31% (state senate)
+- [MT House District 30](/us/states/mt/districts/house/30.md) — 69% (state house)
+- [MT House District 33](/us/states/mt/districts/house/33.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/roosevelt/index.md b/data/jurisdictions/us/states/mt/counties/roosevelt/index.md
index fc3b873586..d9d570528e 100644
--- a/data/jurisdictions/us/states/mt/counties/roosevelt/index.md
+++ b/data/jurisdictions/us/states/mt/counties/roosevelt/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 6033
   hispanic: 301
   bachelors_plus: 1637
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/15"
+    rel: in-district
+    area_weight: 0.7582
+  - to: "us/states/mt/districts/senate/16"
+    rel: in-district
+    area_weight: 0.2417
+  - to: "us/states/mt/districts/house/29"
+    rel: in-district
+    area_weight: 0.6584
+  - to: "us/states/mt/districts/house/31"
+    rel: in-district
+    area_weight: 0.2417
+  - to: "us/states/mt/districts/house/30"
+    rel: in-district
+    area_weight: 0.0998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 301 |
 | Bachelor's or higher | 1637 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 15](/us/states/mt/districts/senate/15.md) — 76% (state senate)
+- [MT Senate District 16](/us/states/mt/districts/senate/16.md) — 24% (state senate)
+- [MT House District 29](/us/states/mt/districts/house/29.md) — 66% (state house)
+- [MT House District 31](/us/states/mt/districts/house/31.md) — 24% (state house)
+- [MT House District 30](/us/states/mt/districts/house/30.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/rosebud/index.md b/data/jurisdictions/us/states/mt/counties/rosebud/index.md
index d3132de305..638fc63ff2 100644
--- a/data/jurisdictions/us/states/mt/counties/rosebud/index.md
+++ b/data/jurisdictions/us/states/mt/counties/rosebud/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3016
   hispanic: 299
   bachelors_plus: 1413
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/18"
+    rel: in-district
+    area_weight: 0.82
+  - to: "us/states/mt/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1799
+  - to: "us/states/mt/districts/house/35"
+    rel: in-district
+    area_weight: 0.82
+  - to: "us/states/mt/districts/house/41"
+    rel: in-district
+    area_weight: 0.1799
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 299 |
 | Bachelor's or higher | 1413 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 18](/us/states/mt/districts/senate/18.md) — 82% (state senate)
+- [MT Senate District 21](/us/states/mt/districts/senate/21.md) — 18% (state senate)
+- [MT House District 35](/us/states/mt/districts/house/35.md) — 82% (state house)
+- [MT House District 41](/us/states/mt/districts/house/41.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/sanders/index.md b/data/jurisdictions/us/states/mt/counties/sanders/index.md
index 6d15f496ba..c30eae786a 100644
--- a/data/jurisdictions/us/states/mt/counties/sanders/index.md
+++ b/data/jurisdictions/us/states/mt/counties/sanders/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 384
   hispanic: 466
   bachelors_plus: 2806
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mt/districts/senate/7"
+    rel: in-district
+    area_weight: 0.7461
+  - to: "us/states/mt/districts/senate/46"
+    rel: in-district
+    area_weight: 0.1891
+  - to: "us/states/mt/districts/senate/45"
+    rel: in-district
+    area_weight: 0.0645
+  - to: "us/states/mt/districts/house/14"
+    rel: in-district
+    area_weight: 0.7461
+  - to: "us/states/mt/districts/house/91"
+    rel: in-district
+    area_weight: 0.1891
+  - to: "us/states/mt/districts/house/90"
+    rel: in-district
+    area_weight: 0.0645
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 466 |
 | Bachelor's or higher | 2806 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 7](/us/states/mt/districts/senate/7.md) — 75% (state senate)
+- [MT Senate District 46](/us/states/mt/districts/senate/46.md) — 19% (state senate)
+- [MT Senate District 45](/us/states/mt/districts/senate/45.md) — 6% (state senate)
+- [MT House District 14](/us/states/mt/districts/house/14.md) — 75% (state house)
+- [MT House District 91](/us/states/mt/districts/house/91.md) — 19% (state house)
+- [MT House District 90](/us/states/mt/districts/house/90.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/sheridan/index.md b/data/jurisdictions/us/states/mt/counties/sheridan/index.md
index f36f835c9d..3faef7e040 100644
--- a/data/jurisdictions/us/states/mt/counties/sheridan/index.md
+++ b/data/jurisdictions/us/states/mt/counties/sheridan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 71
   hispanic: 145
   bachelors_plus: 861
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/mt/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/29"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 145 |
 | Bachelor's or higher | 861 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 15](/us/states/mt/districts/senate/15.md) — 100% (state senate)
+- [MT House District 29](/us/states/mt/districts/house/29.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/silver-bow/index.md b/data/jurisdictions/us/states/mt/counties/silver-bow/index.md
index 1b5b37479f..606042bf86 100644
--- a/data/jurisdictions/us/states/mt/counties/silver-bow/index.md
+++ b/data/jurisdictions/us/states/mt/counties/silver-bow/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 700
   hispanic: 1654
   bachelors_plus: 9137
+districts:
+  - to: "us/states/mt/districts/01"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/mt/districts/senate/35"
+    rel: in-district
+    area_weight: 0.5774
+  - to: "us/states/mt/districts/senate/36"
+    rel: in-district
+    area_weight: 0.2252
+  - to: "us/states/mt/districts/senate/37"
+    rel: in-district
+    area_weight: 0.1972
+  - to: "us/states/mt/districts/house/70"
+    rel: in-district
+    area_weight: 0.5774
+  - to: "us/states/mt/districts/house/74"
+    rel: in-district
+    area_weight: 0.1924
+  - to: "us/states/mt/districts/house/71"
+    rel: in-district
+    area_weight: 0.184
+  - to: "us/states/mt/districts/house/72"
+    rel: in-district
+    area_weight: 0.0412
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 1654 |
 | Bachelor's or higher | 9137 |
 
+## Districts
+
+- [MT-01](/us/states/mt/districts/01.md) — 100% (congressional)
+- [MT Senate District 35](/us/states/mt/districts/senate/35.md) — 58% (state senate)
+- [MT Senate District 36](/us/states/mt/districts/senate/36.md) — 23% (state senate)
+- [MT Senate District 37](/us/states/mt/districts/senate/37.md) — 20% (state senate)
+- [MT House District 70](/us/states/mt/districts/house/70.md) — 58% (state house)
+- [MT House District 74](/us/states/mt/districts/house/74.md) — 19% (state house)
+- [MT House District 71](/us/states/mt/districts/house/71.md) — 18% (state house)
+- [MT House District 72](/us/states/mt/districts/house/72.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/stillwater/index.md b/data/jurisdictions/us/states/mt/counties/stillwater/index.md
index 7d963d5b71..fa24e463a8 100644
--- a/data/jurisdictions/us/states/mt/counties/stillwater/index.md
+++ b/data/jurisdictions/us/states/mt/counties/stillwater/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 319
   bachelors_plus: 2738
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/56"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 319 |
 | Bachelor's or higher | 2738 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 28](/us/states/mt/districts/senate/28.md) — 100% (state senate)
+- [MT House District 56](/us/states/mt/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/sweet-grass/index.md b/data/jurisdictions/us/states/mt/counties/sweet-grass/index.md
index a79b175ede..570f817afd 100644
--- a/data/jurisdictions/us/states/mt/counties/sweet-grass/index.md
+++ b/data/jurisdictions/us/states/mt/counties/sweet-grass/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 63
   hispanic: 45
   bachelors_plus: 835
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/28"
+    rel: in-district
+    area_weight: 0.7394
+  - to: "us/states/mt/districts/senate/39"
+    rel: in-district
+    area_weight: 0.2606
+  - to: "us/states/mt/districts/house/56"
+    rel: in-district
+    area_weight: 0.7394
+  - to: "us/states/mt/districts/house/78"
+    rel: in-district
+    area_weight: 0.2606
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 45 |
 | Bachelor's or higher | 835 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 28](/us/states/mt/districts/senate/28.md) — 74% (state senate)
+- [MT Senate District 39](/us/states/mt/districts/senate/39.md) — 26% (state senate)
+- [MT House District 56](/us/states/mt/districts/house/56.md) — 74% (state house)
+- [MT House District 78](/us/states/mt/districts/house/78.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/teton/index.md b/data/jurisdictions/us/states/mt/counties/teton/index.md
index b07f55693c..7b3e8359b9 100644
--- a/data/jurisdictions/us/states/mt/counties/teton/index.md
+++ b/data/jurisdictions/us/states/mt/counties/teton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 127
   hispanic: 128
   bachelors_plus: 1555
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/mt/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/17"
+    rel: in-district
+    area_weight: 0.7694
+  - to: "us/states/mt/districts/house/18"
+    rel: in-district
+    area_weight: 0.2305
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 128 |
 | Bachelor's or higher | 1555 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 9](/us/states/mt/districts/senate/9.md) — 100% (state senate)
+- [MT House District 17](/us/states/mt/districts/house/17.md) — 77% (state house)
+- [MT House District 18](/us/states/mt/districts/house/18.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/toole/index.md b/data/jurisdictions/us/states/mt/counties/toole/index.md
index 6cc0015587..e1cb303fd1 100644
--- a/data/jurisdictions/us/states/mt/counties/toole/index.md
+++ b/data/jurisdictions/us/states/mt/counties/toole/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 301
   hispanic: 225
   bachelors_plus: 1113
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/mt/districts/senate/9"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/house/18"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 225 |
 | Bachelor's or higher | 1113 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 9](/us/states/mt/districts/senate/9.md) — 100% (state senate)
+- [MT House District 18](/us/states/mt/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/treasure/index.md b/data/jurisdictions/us/states/mt/counties/treasure/index.md
index 1e1e9a45a0..0b0b0112ff 100644
--- a/data/jurisdictions/us/states/mt/counties/treasure/index.md
+++ b/data/jurisdictions/us/states/mt/counties/treasure/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 38
   bachelors_plus: 248
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/house/35"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 38 |
 | Bachelor's or higher | 248 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 18](/us/states/mt/districts/senate/18.md) — 100% (state senate)
+- [MT House District 35](/us/states/mt/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/valley/index.md b/data/jurisdictions/us/states/mt/counties/valley/index.md
index bdf2e48d78..3d1c7fd1f4 100644
--- a/data/jurisdictions/us/states/mt/counties/valley/index.md
+++ b/data/jurisdictions/us/states/mt/counties/valley/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 626
   hispanic: 194
   bachelors_plus: 1663
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/16"
+    rel: in-district
+    area_weight: 0.399
+  - to: "us/states/mt/districts/senate/14"
+    rel: in-district
+    area_weight: 0.3503
+  - to: "us/states/mt/districts/senate/15"
+    rel: in-district
+    area_weight: 0.2505
+  - to: "us/states/mt/districts/house/28"
+    rel: in-district
+    area_weight: 0.3503
+  - to: "us/states/mt/districts/house/29"
+    rel: in-district
+    area_weight: 0.2505
+  - to: "us/states/mt/districts/house/31"
+    rel: in-district
+    area_weight: 0.2183
+  - to: "us/states/mt/districts/house/32"
+    rel: in-district
+    area_weight: 0.1808
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 194 |
 | Bachelor's or higher | 1663 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 16](/us/states/mt/districts/senate/16.md) — 40% (state senate)
+- [MT Senate District 14](/us/states/mt/districts/senate/14.md) — 35% (state senate)
+- [MT Senate District 15](/us/states/mt/districts/senate/15.md) — 25% (state senate)
+- [MT House District 28](/us/states/mt/districts/house/28.md) — 35% (state house)
+- [MT House District 29](/us/states/mt/districts/house/29.md) — 25% (state house)
+- [MT House District 31](/us/states/mt/districts/house/31.md) — 22% (state house)
+- [MT House District 32](/us/states/mt/districts/house/32.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/wheatland/index.md b/data/jurisdictions/us/states/mt/counties/wheatland/index.md
index 2fb5f65e1c..a0e32678e2 100644
--- a/data/jurisdictions/us/states/mt/counties/wheatland/index.md
+++ b/data/jurisdictions/us/states/mt/counties/wheatland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 32
   hispanic: 51
   bachelors_plus: 434
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/mt/districts/house/78"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 51 |
 | Bachelor's or higher | 434 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 39](/us/states/mt/districts/senate/39.md) — 100% (state senate)
+- [MT House District 78](/us/states/mt/districts/house/78.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/wibaux/index.md b/data/jurisdictions/us/states/mt/counties/wibaux/index.md
index dd1e66fd64..7301853d03 100644
--- a/data/jurisdictions/us/states/mt/counties/wibaux/index.md
+++ b/data/jurisdictions/us/states/mt/counties/wibaux/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 92
   bachelors_plus: 218
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mt/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/mt/districts/house/34"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 92 |
 | Bachelor's or higher | 218 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 17](/us/states/mt/districts/senate/17.md) — 100% (state senate)
+- [MT House District 34](/us/states/mt/districts/house/34.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/counties/yellowstone/index.md b/data/jurisdictions/us/states/mt/counties/yellowstone/index.md
index 6c944bafde..4c3bef589a 100644
--- a/data/jurisdictions/us/states/mt/counties/yellowstone/index.md
+++ b/data/jurisdictions/us/states/mt/counties/yellowstone/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 6682
   hispanic: 11144
   bachelors_plus: 52017
+districts:
+  - to: "us/states/mt/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/mt/districts/senate/18"
+    rel: in-district
+    area_weight: 0.4084
+  - to: "us/states/mt/districts/senate/19"
+    rel: in-district
+    area_weight: 0.263
+  - to: "us/states/mt/districts/senate/21"
+    rel: in-district
+    area_weight: 0.145
+  - to: "us/states/mt/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0999
+  - to: "us/states/mt/districts/senate/22"
+    rel: in-district
+    area_weight: 0.034
+  - to: "us/states/mt/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0289
+  - to: "us/states/mt/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0098
+  - to: "us/states/mt/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/mt/districts/house/35"
+    rel: in-district
+    area_weight: 0.4084
+  - to: "us/states/mt/districts/house/38"
+    rel: in-district
+    area_weight: 0.263
+  - to: "us/states/mt/districts/house/42"
+    rel: in-district
+    area_weight: 0.145
+  - to: "us/states/mt/districts/house/54"
+    rel: in-district
+    area_weight: 0.0728
+  - to: "us/states/mt/districts/house/44"
+    rel: in-district
+    area_weight: 0.0328
+  - to: "us/states/mt/districts/house/53"
+    rel: in-district
+    area_weight: 0.0271
+  - to: "us/states/mt/districts/house/40"
+    rel: in-district
+    area_weight: 0.0258
+  - to: "us/states/mt/districts/house/52"
+    rel: in-district
+    area_weight: 0.0086
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, mt]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11144 |
 | Bachelor's or higher | 52017 |
 
+## Districts
+
+- [MT-02](/us/states/mt/districts/02.md) — 100% (congressional)
+- [MT Senate District 18](/us/states/mt/districts/senate/18.md) — 41% (state senate)
+- [MT Senate District 19](/us/states/mt/districts/senate/19.md) — 26% (state senate)
+- [MT Senate District 21](/us/states/mt/districts/senate/21.md) — 14% (state senate)
+- [MT Senate District 27](/us/states/mt/districts/senate/27.md) — 10% (state senate)
+- [MT Senate District 22](/us/states/mt/districts/senate/22.md) — 3% (state senate)
+- [MT Senate District 20](/us/states/mt/districts/senate/20.md) — 3% (state senate)
+- [MT Senate District 26](/us/states/mt/districts/senate/26.md) — 1% (state senate)
+- [MT Senate District 24](/us/states/mt/districts/senate/24.md) — 1% (state senate)
+- [MT House District 35](/us/states/mt/districts/house/35.md) — 41% (state house)
+- [MT House District 38](/us/states/mt/districts/house/38.md) — 26% (state house)
+- [MT House District 42](/us/states/mt/districts/house/42.md) — 14% (state house)
+- [MT House District 54](/us/states/mt/districts/house/54.md) — 7% (state house)
+- [MT House District 44](/us/states/mt/districts/house/44.md) — 3% (state house)
+- [MT House District 53](/us/states/mt/districts/house/53.md) — 3% (state house)
+- [MT House District 40](/us/states/mt/districts/house/40.md) — 3% (state house)
+- [MT House District 52](/us/states/mt/districts/house/52.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/mt/districts/01.md b/data/jurisdictions/us/states/mt/districts/01.md
index 68708f76dd..b0f0dc614d 100644
--- a/data/jurisdictions/us/states/mt/districts/01.md
+++ b/data/jurisdictions/us/states/mt/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 168028
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mt]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mt/districts/02.md b/data/jurisdictions/us/states/mt/districts/02.md
index 2db4af63b6..33e3e0238b 100644
--- a/data/jurisdictions/us/states/mt/districts/02.md
+++ b/data/jurisdictions/us/states/mt/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 124016
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, mt]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/mt/districts/house/1.md b/data/jurisdictions/us/states/mt/districts/house/1.md
new file mode 100644
index 0000000000..cc92d8edc9
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 1"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 1
+
+State House district 1 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/10.md b/data/jurisdictions/us/states/mt/districts/house/10.md
new file mode 100644
index 0000000000..58867044d9
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 10"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 10
+
+State House district 10 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/100.md b/data/jurisdictions/us/states/mt/districts/house/100.md
new file mode 100644
index 0000000000..2f2fc6fb59
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 100"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 100
+
+State House district 100 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/11.md b/data/jurisdictions/us/states/mt/districts/house/11.md
new file mode 100644
index 0000000000..d55a1a9252
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 11"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 11
+
+State House district 11 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/12.md b/data/jurisdictions/us/states/mt/districts/house/12.md
new file mode 100644
index 0000000000..69b04827fe
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 12"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 12
+
+State House district 12 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/13.md b/data/jurisdictions/us/states/mt/districts/house/13.md
new file mode 100644
index 0000000000..15c31ee085
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 13"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 13
+
+State House district 13 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/14.md b/data/jurisdictions/us/states/mt/districts/house/14.md
new file mode 100644
index 0000000000..eb6e6587ce
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 14"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 14
+
+State House district 14 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/15.md b/data/jurisdictions/us/states/mt/districts/house/15.md
new file mode 100644
index 0000000000..593ce708b7
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 15"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 15
+
+State House district 15 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/16.md b/data/jurisdictions/us/states/mt/districts/house/16.md
new file mode 100644
index 0000000000..e0c0aed0e0
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 16"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 16
+
+State House district 16 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/17.md b/data/jurisdictions/us/states/mt/districts/house/17.md
new file mode 100644
index 0000000000..01ec5f2db5
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 17"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 17
+
+State House district 17 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/18.md b/data/jurisdictions/us/states/mt/districts/house/18.md
new file mode 100644
index 0000000000..0f8d93bbe2
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 18"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 18
+
+State House district 18 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/19.md b/data/jurisdictions/us/states/mt/districts/house/19.md
new file mode 100644
index 0000000000..bacf0fe616
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 19"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 19
+
+State House district 19 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/2.md b/data/jurisdictions/us/states/mt/districts/house/2.md
new file mode 100644
index 0000000000..cd751b732c
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 2"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 2
+
+State House district 2 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/20.md b/data/jurisdictions/us/states/mt/districts/house/20.md
new file mode 100644
index 0000000000..eab6b10101
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 20"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 20
+
+State House district 20 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/21.md b/data/jurisdictions/us/states/mt/districts/house/21.md
new file mode 100644
index 0000000000..9d2eeeaeb3
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 21"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 21
+
+State House district 21 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/22.md b/data/jurisdictions/us/states/mt/districts/house/22.md
new file mode 100644
index 0000000000..75b504c539
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 22"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 22
+
+State House district 22 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/23.md b/data/jurisdictions/us/states/mt/districts/house/23.md
new file mode 100644
index 0000000000..b0cb5e3f5a
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 23"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 23
+
+State House district 23 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/24.md b/data/jurisdictions/us/states/mt/districts/house/24.md
new file mode 100644
index 0000000000..775f903e2a
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 24"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 24
+
+State House district 24 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/25.md b/data/jurisdictions/us/states/mt/districts/house/25.md
new file mode 100644
index 0000000000..a3e0ef7486
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 25"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 25
+
+State House district 25 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/26.md b/data/jurisdictions/us/states/mt/districts/house/26.md
new file mode 100644
index 0000000000..0f6d2b9c9d
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 26"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 26
+
+State House district 26 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/27.md b/data/jurisdictions/us/states/mt/districts/house/27.md
new file mode 100644
index 0000000000..8c88dc6baf
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 27"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 27
+
+State House district 27 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/28.md b/data/jurisdictions/us/states/mt/districts/house/28.md
new file mode 100644
index 0000000000..7d06bd9d48
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 28"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 28
+
+State House district 28 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/29.md b/data/jurisdictions/us/states/mt/districts/house/29.md
new file mode 100644
index 0000000000..aa18fe5fc8
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 29"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 29
+
+State House district 29 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/3.md b/data/jurisdictions/us/states/mt/districts/house/3.md
new file mode 100644
index 0000000000..cadecd12d7
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 3"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 3
+
+State House district 3 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/30.md b/data/jurisdictions/us/states/mt/districts/house/30.md
new file mode 100644
index 0000000000..75341a0990
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 30"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 30
+
+State House district 30 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/31.md b/data/jurisdictions/us/states/mt/districts/house/31.md
new file mode 100644
index 0000000000..4ecb0e57ee
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 31"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 31
+
+State House district 31 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/32.md b/data/jurisdictions/us/states/mt/districts/house/32.md
new file mode 100644
index 0000000000..d059fbafcc
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 32"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 32
+
+State House district 32 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/33.md b/data/jurisdictions/us/states/mt/districts/house/33.md
new file mode 100644
index 0000000000..bbf015afc7
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 33"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 33
+
+State House district 33 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/34.md b/data/jurisdictions/us/states/mt/districts/house/34.md
new file mode 100644
index 0000000000..6967648b68
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 34"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 34
+
+State House district 34 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/35.md b/data/jurisdictions/us/states/mt/districts/house/35.md
new file mode 100644
index 0000000000..1d29d96281
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 35"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 35
+
+State House district 35 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/36.md b/data/jurisdictions/us/states/mt/districts/house/36.md
new file mode 100644
index 0000000000..ac710e452f
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 36"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 36
+
+State House district 36 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/37.md b/data/jurisdictions/us/states/mt/districts/house/37.md
new file mode 100644
index 0000000000..55a4342c97
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 37"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 37
+
+State House district 37 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/38.md b/data/jurisdictions/us/states/mt/districts/house/38.md
new file mode 100644
index 0000000000..4e4c1ab654
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 38"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 38
+
+State House district 38 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/39.md b/data/jurisdictions/us/states/mt/districts/house/39.md
new file mode 100644
index 0000000000..1d68d163fd
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 39"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 39
+
+State House district 39 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/4.md b/data/jurisdictions/us/states/mt/districts/house/4.md
new file mode 100644
index 0000000000..82bfff6477
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 4"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 4
+
+State House district 4 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/40.md b/data/jurisdictions/us/states/mt/districts/house/40.md
new file mode 100644
index 0000000000..ac0c14afac
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 40"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 40
+
+State House district 40 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/41.md b/data/jurisdictions/us/states/mt/districts/house/41.md
new file mode 100644
index 0000000000..8faada0375
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 41"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 41
+
+State House district 41 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/42.md b/data/jurisdictions/us/states/mt/districts/house/42.md
new file mode 100644
index 0000000000..536185494e
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 42"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 42
+
+State House district 42 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/43.md b/data/jurisdictions/us/states/mt/districts/house/43.md
new file mode 100644
index 0000000000..315bff660c
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 43"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 43
+
+State House district 43 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/44.md b/data/jurisdictions/us/states/mt/districts/house/44.md
new file mode 100644
index 0000000000..08bcb711b5
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 44"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 44
+
+State House district 44 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/45.md b/data/jurisdictions/us/states/mt/districts/house/45.md
new file mode 100644
index 0000000000..b9a4e2ac0c
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 45"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 45
+
+State House district 45 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/46.md b/data/jurisdictions/us/states/mt/districts/house/46.md
new file mode 100644
index 0000000000..04fa833957
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 46"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 46
+
+State House district 46 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/47.md b/data/jurisdictions/us/states/mt/districts/house/47.md
new file mode 100644
index 0000000000..8c398a6a5e
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 47"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 47
+
+State House district 47 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/48.md b/data/jurisdictions/us/states/mt/districts/house/48.md
new file mode 100644
index 0000000000..9ffe51f1fb
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 48"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 48
+
+State House district 48 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/49.md b/data/jurisdictions/us/states/mt/districts/house/49.md
new file mode 100644
index 0000000000..33f9086ed3
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 49"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 49
+
+State House district 49 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/5.md b/data/jurisdictions/us/states/mt/districts/house/5.md
new file mode 100644
index 0000000000..dd9b1da669
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 5"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 5
+
+State House district 5 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/50.md b/data/jurisdictions/us/states/mt/districts/house/50.md
new file mode 100644
index 0000000000..2d648d484c
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 50"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 50
+
+State House district 50 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/51.md b/data/jurisdictions/us/states/mt/districts/house/51.md
new file mode 100644
index 0000000000..0f0ce99f0f
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 51"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 51
+
+State House district 51 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/52.md b/data/jurisdictions/us/states/mt/districts/house/52.md
new file mode 100644
index 0000000000..a698d0abb6
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 52"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 52
+
+State House district 52 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/53.md b/data/jurisdictions/us/states/mt/districts/house/53.md
new file mode 100644
index 0000000000..d9aa63a125
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 53"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 53
+
+State House district 53 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/54.md b/data/jurisdictions/us/states/mt/districts/house/54.md
new file mode 100644
index 0000000000..5c5f1857c5
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 54"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 54
+
+State House district 54 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/55.md b/data/jurisdictions/us/states/mt/districts/house/55.md
new file mode 100644
index 0000000000..deb8bdcba0
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 55"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 55
+
+State House district 55 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/56.md b/data/jurisdictions/us/states/mt/districts/house/56.md
new file mode 100644
index 0000000000..10c7bb0a6c
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 56"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 56
+
+State House district 56 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/57.md b/data/jurisdictions/us/states/mt/districts/house/57.md
new file mode 100644
index 0000000000..0e2b798654
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 57"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 57
+
+State House district 57 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/58.md b/data/jurisdictions/us/states/mt/districts/house/58.md
new file mode 100644
index 0000000000..50d030c2c1
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 58"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 58
+
+State House district 58 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/59.md b/data/jurisdictions/us/states/mt/districts/house/59.md
new file mode 100644
index 0000000000..5dc031a5a9
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 59"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 59
+
+State House district 59 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/6.md b/data/jurisdictions/us/states/mt/districts/house/6.md
new file mode 100644
index 0000000000..35ab18ac52
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 6"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 6
+
+State House district 6 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/60.md b/data/jurisdictions/us/states/mt/districts/house/60.md
new file mode 100644
index 0000000000..fde24aa011
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 60"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 60
+
+State House district 60 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/61.md b/data/jurisdictions/us/states/mt/districts/house/61.md
new file mode 100644
index 0000000000..4c16f269ab
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 61"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 61
+
+State House district 61 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/62.md b/data/jurisdictions/us/states/mt/districts/house/62.md
new file mode 100644
index 0000000000..4d9fe05bcf
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 62"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 62
+
+State House district 62 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/63.md b/data/jurisdictions/us/states/mt/districts/house/63.md
new file mode 100644
index 0000000000..72a1bd7659
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 63"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 63
+
+State House district 63 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/64.md b/data/jurisdictions/us/states/mt/districts/house/64.md
new file mode 100644
index 0000000000..2e0aad07db
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 64"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 64
+
+State House district 64 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/65.md b/data/jurisdictions/us/states/mt/districts/house/65.md
new file mode 100644
index 0000000000..0a4ff64f72
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 65"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 65
+
+State House district 65 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/66.md b/data/jurisdictions/us/states/mt/districts/house/66.md
new file mode 100644
index 0000000000..c903b8c7a5
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 66"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 66
+
+State House district 66 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/67.md b/data/jurisdictions/us/states/mt/districts/house/67.md
new file mode 100644
index 0000000000..6e9b64eeac
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 67"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 67
+
+State House district 67 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/68.md b/data/jurisdictions/us/states/mt/districts/house/68.md
new file mode 100644
index 0000000000..3d546e166b
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 68"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 68
+
+State House district 68 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/69.md b/data/jurisdictions/us/states/mt/districts/house/69.md
new file mode 100644
index 0000000000..78cd0304ee
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 69"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 69
+
+State House district 69 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/7.md b/data/jurisdictions/us/states/mt/districts/house/7.md
new file mode 100644
index 0000000000..c7b1c95d1f
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 7"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 7
+
+State House district 7 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/70.md b/data/jurisdictions/us/states/mt/districts/house/70.md
new file mode 100644
index 0000000000..1073549101
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 70"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 70
+
+State House district 70 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/71.md b/data/jurisdictions/us/states/mt/districts/house/71.md
new file mode 100644
index 0000000000..887096f742
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 71"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 71
+
+State House district 71 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/72.md b/data/jurisdictions/us/states/mt/districts/house/72.md
new file mode 100644
index 0000000000..9943dc632b
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 72"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 72
+
+State House district 72 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/73.md b/data/jurisdictions/us/states/mt/districts/house/73.md
new file mode 100644
index 0000000000..ccebd01be6
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 73"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 73
+
+State House district 73 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/74.md b/data/jurisdictions/us/states/mt/districts/house/74.md
new file mode 100644
index 0000000000..3ad0de7cda
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 74"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 74
+
+State House district 74 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/75.md b/data/jurisdictions/us/states/mt/districts/house/75.md
new file mode 100644
index 0000000000..1e4832cf34
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 75"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 75
+
+State House district 75 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/76.md b/data/jurisdictions/us/states/mt/districts/house/76.md
new file mode 100644
index 0000000000..ee84918c0d
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 76"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 76
+
+State House district 76 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/77.md b/data/jurisdictions/us/states/mt/districts/house/77.md
new file mode 100644
index 0000000000..f5648509d8
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 77"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 77
+
+State House district 77 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/78.md b/data/jurisdictions/us/states/mt/districts/house/78.md
new file mode 100644
index 0000000000..98d8d436e4
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 78"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 78
+
+State House district 78 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/79.md b/data/jurisdictions/us/states/mt/districts/house/79.md
new file mode 100644
index 0000000000..c280a696f5
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 79"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 79
+
+State House district 79 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/8.md b/data/jurisdictions/us/states/mt/districts/house/8.md
new file mode 100644
index 0000000000..2823560c25
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 8"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 8
+
+State House district 8 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/80.md b/data/jurisdictions/us/states/mt/districts/house/80.md
new file mode 100644
index 0000000000..60eb7f1002
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 80"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 80
+
+State House district 80 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/81.md b/data/jurisdictions/us/states/mt/districts/house/81.md
new file mode 100644
index 0000000000..db3790cf4f
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 81"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 81
+
+State House district 81 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/82.md b/data/jurisdictions/us/states/mt/districts/house/82.md
new file mode 100644
index 0000000000..3c627f31cc
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 82"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 82
+
+State House district 82 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/83.md b/data/jurisdictions/us/states/mt/districts/house/83.md
new file mode 100644
index 0000000000..f8c8f3c1ee
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 83"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 83
+
+State House district 83 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/84.md b/data/jurisdictions/us/states/mt/districts/house/84.md
new file mode 100644
index 0000000000..2af229bcfc
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 84"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 84
+
+State House district 84 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/85.md b/data/jurisdictions/us/states/mt/districts/house/85.md
new file mode 100644
index 0000000000..0698a9f8b5
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 85"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 85
+
+State House district 85 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/86.md b/data/jurisdictions/us/states/mt/districts/house/86.md
new file mode 100644
index 0000000000..9470ba0518
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 86"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 86
+
+State House district 86 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/87.md b/data/jurisdictions/us/states/mt/districts/house/87.md
new file mode 100644
index 0000000000..9cf28f1044
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 87"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 87
+
+State House district 87 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/88.md b/data/jurisdictions/us/states/mt/districts/house/88.md
new file mode 100644
index 0000000000..1072d49e0b
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 88"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 88
+
+State House district 88 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/89.md b/data/jurisdictions/us/states/mt/districts/house/89.md
new file mode 100644
index 0000000000..35c82005e7
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 89"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 89
+
+State House district 89 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/9.md b/data/jurisdictions/us/states/mt/districts/house/9.md
new file mode 100644
index 0000000000..1f1ac153e6
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 9"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 9
+
+State House district 9 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/90.md b/data/jurisdictions/us/states/mt/districts/house/90.md
new file mode 100644
index 0000000000..01a7aec2e6
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 90"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 90
+
+State House district 90 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/91.md b/data/jurisdictions/us/states/mt/districts/house/91.md
new file mode 100644
index 0000000000..3a4a72e880
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 91"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 91
+
+State House district 91 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/92.md b/data/jurisdictions/us/states/mt/districts/house/92.md
new file mode 100644
index 0000000000..50ff83ad0e
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 92"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 92
+
+State House district 92 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/93.md b/data/jurisdictions/us/states/mt/districts/house/93.md
new file mode 100644
index 0000000000..5e9eb7c15e
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 93"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 93
+
+State House district 93 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/94.md b/data/jurisdictions/us/states/mt/districts/house/94.md
new file mode 100644
index 0000000000..30539a952b
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 94"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 94
+
+State House district 94 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/95.md b/data/jurisdictions/us/states/mt/districts/house/95.md
new file mode 100644
index 0000000000..e88f0ca33d
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 95"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 95
+
+State House district 95 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/96.md b/data/jurisdictions/us/states/mt/districts/house/96.md
new file mode 100644
index 0000000000..5dfd3ae15f
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 96"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 96
+
+State House district 96 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/97.md b/data/jurisdictions/us/states/mt/districts/house/97.md
new file mode 100644
index 0000000000..c0819fab01
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 97"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 97
+
+State House district 97 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/98.md b/data/jurisdictions/us/states/mt/districts/house/98.md
new file mode 100644
index 0000000000..02ce1d842d
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 98"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 98
+
+State House district 98 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/house/99.md b/data/jurisdictions/us/states/mt/districts/house/99.md
new file mode 100644
index 0000000000..b919851e6d
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT House District 99"
+classification: state-house-district
+state: "MT"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT House District 99
+
+State House district 99 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/1.md b/data/jurisdictions/us/states/mt/districts/senate/1.md
new file mode 100644
index 0000000000..4b62631764
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 1"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 1
+
+State Senate district 1 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/10.md b/data/jurisdictions/us/states/mt/districts/senate/10.md
new file mode 100644
index 0000000000..963ea48e72
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 10"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 10
+
+State Senate district 10 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/11.md b/data/jurisdictions/us/states/mt/districts/senate/11.md
new file mode 100644
index 0000000000..5a4fe16fd9
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 11"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 11
+
+State Senate district 11 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/12.md b/data/jurisdictions/us/states/mt/districts/senate/12.md
new file mode 100644
index 0000000000..985cf33ef7
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 12"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 12
+
+State Senate district 12 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/13.md b/data/jurisdictions/us/states/mt/districts/senate/13.md
new file mode 100644
index 0000000000..aa33ed33a6
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 13"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 13
+
+State Senate district 13 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/14.md b/data/jurisdictions/us/states/mt/districts/senate/14.md
new file mode 100644
index 0000000000..1e33845f3a
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 14"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 14
+
+State Senate district 14 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/15.md b/data/jurisdictions/us/states/mt/districts/senate/15.md
new file mode 100644
index 0000000000..e24756a9a9
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 15"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 15
+
+State Senate district 15 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/16.md b/data/jurisdictions/us/states/mt/districts/senate/16.md
new file mode 100644
index 0000000000..254271e587
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 16"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 16
+
+State Senate district 16 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/17.md b/data/jurisdictions/us/states/mt/districts/senate/17.md
new file mode 100644
index 0000000000..47fbe4b0e3
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 17"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 17
+
+State Senate district 17 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/18.md b/data/jurisdictions/us/states/mt/districts/senate/18.md
new file mode 100644
index 0000000000..0b77243726
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 18"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 18
+
+State Senate district 18 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/19.md b/data/jurisdictions/us/states/mt/districts/senate/19.md
new file mode 100644
index 0000000000..0433682b6f
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 19"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 19
+
+State Senate district 19 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/2.md b/data/jurisdictions/us/states/mt/districts/senate/2.md
new file mode 100644
index 0000000000..58bf95b77b
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 2"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 2
+
+State Senate district 2 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/20.md b/data/jurisdictions/us/states/mt/districts/senate/20.md
new file mode 100644
index 0000000000..819cf186ee
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 20"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 20
+
+State Senate district 20 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/21.md b/data/jurisdictions/us/states/mt/districts/senate/21.md
new file mode 100644
index 0000000000..86b2a676c8
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 21"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 21
+
+State Senate district 21 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/22.md b/data/jurisdictions/us/states/mt/districts/senate/22.md
new file mode 100644
index 0000000000..dcecf93552
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 22"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 22
+
+State Senate district 22 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/23.md b/data/jurisdictions/us/states/mt/districts/senate/23.md
new file mode 100644
index 0000000000..9a4bfee731
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 23"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 23
+
+State Senate district 23 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/24.md b/data/jurisdictions/us/states/mt/districts/senate/24.md
new file mode 100644
index 0000000000..a27dca9980
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 24"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 24
+
+State Senate district 24 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/25.md b/data/jurisdictions/us/states/mt/districts/senate/25.md
new file mode 100644
index 0000000000..eb0f04f493
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 25"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 25
+
+State Senate district 25 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/26.md b/data/jurisdictions/us/states/mt/districts/senate/26.md
new file mode 100644
index 0000000000..7ba9240815
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 26"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 26
+
+State Senate district 26 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/27.md b/data/jurisdictions/us/states/mt/districts/senate/27.md
new file mode 100644
index 0000000000..7c65c6e3cc
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 27"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 27
+
+State Senate district 27 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/28.md b/data/jurisdictions/us/states/mt/districts/senate/28.md
new file mode 100644
index 0000000000..edf2d8a5b6
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 28"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 28
+
+State Senate district 28 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/29.md b/data/jurisdictions/us/states/mt/districts/senate/29.md
new file mode 100644
index 0000000000..5c52dd653e
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 29"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 29
+
+State Senate district 29 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/3.md b/data/jurisdictions/us/states/mt/districts/senate/3.md
new file mode 100644
index 0000000000..391378ea38
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 3"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 3
+
+State Senate district 3 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/30.md b/data/jurisdictions/us/states/mt/districts/senate/30.md
new file mode 100644
index 0000000000..50ffa2296d
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 30"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 30
+
+State Senate district 30 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/31.md b/data/jurisdictions/us/states/mt/districts/senate/31.md
new file mode 100644
index 0000000000..26ac8c270b
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 31"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 31
+
+State Senate district 31 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/32.md b/data/jurisdictions/us/states/mt/districts/senate/32.md
new file mode 100644
index 0000000000..4af0eb9573
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 32"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 32
+
+State Senate district 32 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/33.md b/data/jurisdictions/us/states/mt/districts/senate/33.md
new file mode 100644
index 0000000000..b3d37ee2e7
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 33"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 33
+
+State Senate district 33 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/34.md b/data/jurisdictions/us/states/mt/districts/senate/34.md
new file mode 100644
index 0000000000..5946beceaf
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 34"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 34
+
+State Senate district 34 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/35.md b/data/jurisdictions/us/states/mt/districts/senate/35.md
new file mode 100644
index 0000000000..23be6b700c
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 35"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 35
+
+State Senate district 35 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/36.md b/data/jurisdictions/us/states/mt/districts/senate/36.md
new file mode 100644
index 0000000000..6458ceff41
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 36"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 36
+
+State Senate district 36 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/37.md b/data/jurisdictions/us/states/mt/districts/senate/37.md
new file mode 100644
index 0000000000..3d7682dda7
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 37"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 37
+
+State Senate district 37 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/38.md b/data/jurisdictions/us/states/mt/districts/senate/38.md
new file mode 100644
index 0000000000..df6990e508
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 38"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 38
+
+State Senate district 38 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/39.md b/data/jurisdictions/us/states/mt/districts/senate/39.md
new file mode 100644
index 0000000000..dd3b9be690
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 39"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 39
+
+State Senate district 39 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/4.md b/data/jurisdictions/us/states/mt/districts/senate/4.md
new file mode 100644
index 0000000000..7673c25337
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 4"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 4
+
+State Senate district 4 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/40.md b/data/jurisdictions/us/states/mt/districts/senate/40.md
new file mode 100644
index 0000000000..23ecb9dca5
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 40"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 40
+
+State Senate district 40 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/41.md b/data/jurisdictions/us/states/mt/districts/senate/41.md
new file mode 100644
index 0000000000..19db2de9b0
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 41"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 41
+
+State Senate district 41 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/42.md b/data/jurisdictions/us/states/mt/districts/senate/42.md
new file mode 100644
index 0000000000..b6636c3a49
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 42"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 42
+
+State Senate district 42 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/43.md b/data/jurisdictions/us/states/mt/districts/senate/43.md
new file mode 100644
index 0000000000..01b8ba9844
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 43"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 43
+
+State Senate district 43 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/44.md b/data/jurisdictions/us/states/mt/districts/senate/44.md
new file mode 100644
index 0000000000..18a300bcce
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 44"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 44
+
+State Senate district 44 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/45.md b/data/jurisdictions/us/states/mt/districts/senate/45.md
new file mode 100644
index 0000000000..cee4793472
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 45"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 45
+
+State Senate district 45 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/46.md b/data/jurisdictions/us/states/mt/districts/senate/46.md
new file mode 100644
index 0000000000..b275518ef4
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 46"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 46
+
+State Senate district 46 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/47.md b/data/jurisdictions/us/states/mt/districts/senate/47.md
new file mode 100644
index 0000000000..2e85ebcecf
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 47"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 47
+
+State Senate district 47 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/48.md b/data/jurisdictions/us/states/mt/districts/senate/48.md
new file mode 100644
index 0000000000..e7501d4f47
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 48"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 48
+
+State Senate district 48 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/49.md b/data/jurisdictions/us/states/mt/districts/senate/49.md
new file mode 100644
index 0000000000..b4bcecf675
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 49"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 49
+
+State Senate district 49 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/5.md b/data/jurisdictions/us/states/mt/districts/senate/5.md
new file mode 100644
index 0000000000..889095e988
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 5"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 5
+
+State Senate district 5 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/50.md b/data/jurisdictions/us/states/mt/districts/senate/50.md
new file mode 100644
index 0000000000..be255bca8a
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 50"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 50
+
+State Senate district 50 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/6.md b/data/jurisdictions/us/states/mt/districts/senate/6.md
new file mode 100644
index 0000000000..368253e8c1
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 6"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 6
+
+State Senate district 6 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/7.md b/data/jurisdictions/us/states/mt/districts/senate/7.md
new file mode 100644
index 0000000000..51f9164800
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 7"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 7
+
+State Senate district 7 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/8.md b/data/jurisdictions/us/states/mt/districts/senate/8.md
new file mode 100644
index 0000000000..55083d97de
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 8"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 8
+
+State Senate district 8 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/districts/senate/9.md b/data/jurisdictions/us/states/mt/districts/senate/9.md
new file mode 100644
index 0000000000..309158d1a5
--- /dev/null
+++ b/data/jurisdictions/us/states/mt/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "MT Senate District 9"
+classification: state-senate-district
+state: "MT"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, mt]
+timestamp: "2026-07-03"
+---
+
+# MT Senate District 9
+
+State Senate district 9 (MT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/mt/people/alanah-griffith.md b/data/jurisdictions/us/states/mt/people/alanah-griffith.md
index f58a55674c..e153009ec9 100644
--- a/data/jurisdictions/us/states/mt/people/alanah-griffith.md
+++ b/data/jurisdictions/us/states/mt/people/alanah-griffith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 60"
+represents: "us/states/mt/districts/house/60"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 60 (MT State House of Representatives District 60).
 
+Represents [MT State House of Representatives District 60](/us/states/mt/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/amy-regier.md b/data/jurisdictions/us/states/mt/people/amy-regier.md
index 5897e0ca98..9a074fd3e8 100644
--- a/data/jurisdictions/us/states/mt/people/amy-regier.md
+++ b/data/jurisdictions/us/states/mt/people/amy-regier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 6"
+represents: "us/states/mt/districts/house/6"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 6 (MT State House of Representatives District 6).
 
+Represents [MT State House of Representatives District 6](/us/states/mt/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/andrea-olsen.md b/data/jurisdictions/us/states/mt/people/andrea-olsen.md
index 0e2b0a1ade..e47b207a5d 100644
--- a/data/jurisdictions/us/states/mt/people/andrea-olsen.md
+++ b/data/jurisdictions/us/states/mt/people/andrea-olsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 48"
+represents: "us/states/mt/districts/senate/48"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 48 (MT State Senate District 48).
 
+Represents [MT State Senate District 48](/us/states/mt/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/anthony-nicastro.md b/data/jurisdictions/us/states/mt/people/anthony-nicastro.md
index f40ffd744e..6dd3cd493b 100644
--- a/data/jurisdictions/us/states/mt/people/anthony-nicastro.md
+++ b/data/jurisdictions/us/states/mt/people/anthony-nicastro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 50"
+represents: "us/states/mt/districts/house/50"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 50 (MT State House of Representatives District 50).
 
+Represents [MT State House of Representatives District 50](/us/states/mt/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/barry-usher.md b/data/jurisdictions/us/states/mt/people/barry-usher.md
index c8ed2c4071..b59f95dbf4 100644
--- a/data/jurisdictions/us/states/mt/people/barry-usher.md
+++ b/data/jurisdictions/us/states/mt/people/barry-usher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 19"
+represents: "us/states/mt/districts/senate/19"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 19 (MT State Senate District 19).
 
+Represents [MT State Senate District 19](/us/states/mt/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/becky-beard.md b/data/jurisdictions/us/states/mt/people/becky-beard.md
index 605205a9ee..5274089bf8 100644
--- a/data/jurisdictions/us/states/mt/people/becky-beard.md
+++ b/data/jurisdictions/us/states/mt/people/becky-beard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 38"
+represents: "us/states/mt/districts/senate/38"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 38 (MT State Senate District 38).
 
+Represents [MT State Senate District 38](/us/states/mt/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/becky-edwards.md b/data/jurisdictions/us/states/mt/people/becky-edwards.md
index 6cc37fe7d1..ba834b6c1a 100644
--- a/data/jurisdictions/us/states/mt/people/becky-edwards.md
+++ b/data/jurisdictions/us/states/mt/people/becky-edwards.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 61"
+represents: "us/states/mt/districts/house/61"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 61 (MT State House of Representatives District 61).
 
+Represents [MT State House of Representatives District 61](/us/states/mt/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/bob-carter.md b/data/jurisdictions/us/states/mt/people/bob-carter.md
index 3aed8ca51f..2171d1e217 100644
--- a/data/jurisdictions/us/states/mt/people/bob-carter.md
+++ b/data/jurisdictions/us/states/mt/people/bob-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 96"
+represents: "us/states/mt/districts/house/96"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 96 (MT State House of Representatives District 96).
 
+Represents [MT State House of Representatives District 96](/us/states/mt/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/bob-phalen.md b/data/jurisdictions/us/states/mt/people/bob-phalen.md
index 30915acc9f..94ee6935c7 100644
--- a/data/jurisdictions/us/states/mt/people/bob-phalen.md
+++ b/data/jurisdictions/us/states/mt/people/bob-phalen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 17"
+represents: "us/states/mt/districts/senate/17"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 17 (MT State Senate District 17).
 
+Represents [MT State Senate District 17](/us/states/mt/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/brad-barker.md b/data/jurisdictions/us/states/mt/people/brad-barker.md
index 7571ed0905..74fac3619f 100644
--- a/data/jurisdictions/us/states/mt/people/brad-barker.md
+++ b/data/jurisdictions/us/states/mt/people/brad-barker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 55"
+represents: "us/states/mt/districts/house/55"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 55 (MT State House of Representatives District 55).
 
+Represents [MT State House of Representatives District 55](/us/states/mt/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/brandon-ler.md b/data/jurisdictions/us/states/mt/people/brandon-ler.md
index 38f0751817..630e9351db 100644
--- a/data/jurisdictions/us/states/mt/people/brandon-ler.md
+++ b/data/jurisdictions/us/states/mt/people/brandon-ler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 33"
+represents: "us/states/mt/districts/house/33"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 33 (MT State House of Representatives District 33).
 
+Represents [MT State House of Representatives District 33](/us/states/mt/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/braxton-mitchell.md b/data/jurisdictions/us/states/mt/people/braxton-mitchell.md
index eb32c2541a..cc73461ac8 100644
--- a/data/jurisdictions/us/states/mt/people/braxton-mitchell.md
+++ b/data/jurisdictions/us/states/mt/people/braxton-mitchell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 5"
+represents: "us/states/mt/districts/house/5"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 5 (MT State House of Representatives District 5).
 
+Represents [MT State House of Representatives District 5](/us/states/mt/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/brian-close.md b/data/jurisdictions/us/states/mt/people/brian-close.md
index aad8aeefe4..9c0daa9184 100644
--- a/data/jurisdictions/us/states/mt/people/brian-close.md
+++ b/data/jurisdictions/us/states/mt/people/brian-close.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 65"
+represents: "us/states/mt/districts/house/65"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 65 (MT State House of Representatives District 65).
 
+Represents [MT State House of Representatives District 65](/us/states/mt/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/butch-gillespie.md b/data/jurisdictions/us/states/mt/people/butch-gillespie.md
index d312475d7b..a069b9ccc3 100644
--- a/data/jurisdictions/us/states/mt/people/butch-gillespie.md
+++ b/data/jurisdictions/us/states/mt/people/butch-gillespie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 9"
+represents: "us/states/mt/districts/senate/9"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 9 (MT State Senate District 9).
 
+Represents [MT State Senate District 9](/us/states/mt/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/caleb-hinkle.md b/data/jurisdictions/us/states/mt/people/caleb-hinkle.md
index 784e7e3acd..f7ce3d3015 100644
--- a/data/jurisdictions/us/states/mt/people/caleb-hinkle.md
+++ b/data/jurisdictions/us/states/mt/people/caleb-hinkle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 68"
+represents: "us/states/mt/districts/house/68"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 68 (MT State House of Representatives District 68).
 
+Represents [MT State House of Representatives District 68](/us/states/mt/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/carl-glimm.md b/data/jurisdictions/us/states/mt/people/carl-glimm.md
index 692ae74cca..010410f10d 100644
--- a/data/jurisdictions/us/states/mt/people/carl-glimm.md
+++ b/data/jurisdictions/us/states/mt/people/carl-glimm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 3"
+represents: "us/states/mt/districts/senate/3"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 3 (MT State Senate District 3).
 
+Represents [MT State Senate District 3](/us/states/mt/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/chip-fitzpatrick.md b/data/jurisdictions/us/states/mt/people/chip-fitzpatrick.md
index c49eb3cb03..13414d708f 100644
--- a/data/jurisdictions/us/states/mt/people/chip-fitzpatrick.md
+++ b/data/jurisdictions/us/states/mt/people/chip-fitzpatrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 42"
+represents: "us/states/mt/districts/house/42"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 42 (MT State House of Representatives District 42).
 
+Represents [MT State House of Representatives District 42](/us/states/mt/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/chris-pope.md b/data/jurisdictions/us/states/mt/people/chris-pope.md
index 050296e00c..78ffdbb469 100644
--- a/data/jurisdictions/us/states/mt/people/chris-pope.md
+++ b/data/jurisdictions/us/states/mt/people/chris-pope.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 33"
+represents: "us/states/mt/districts/senate/33"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 33 (MT State Senate District 33).
 
+Represents [MT State Senate District 33](/us/states/mt/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/connie-keogh.md b/data/jurisdictions/us/states/mt/people/connie-keogh.md
index a22a7fe8c8..e9fa565b83 100644
--- a/data/jurisdictions/us/states/mt/people/connie-keogh.md
+++ b/data/jurisdictions/us/states/mt/people/connie-keogh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 92"
+represents: "us/states/mt/districts/house/92"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 92 (MT State House of Representatives District 92).
 
+Represents [MT State House of Representatives District 92](/us/states/mt/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/cora-neumann.md b/data/jurisdictions/us/states/mt/people/cora-neumann.md
index 7c09e5d72f..ba38acadc9 100644
--- a/data/jurisdictions/us/states/mt/people/cora-neumann.md
+++ b/data/jurisdictions/us/states/mt/people/cora-neumann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 30"
+represents: "us/states/mt/districts/senate/30"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 30 (MT State Senate District 30).
 
+Represents [MT State Senate District 30](/us/states/mt/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/courtenay-sprunger.md b/data/jurisdictions/us/states/mt/people/courtenay-sprunger.md
index ea001c6e77..f6dd6b1161 100644
--- a/data/jurisdictions/us/states/mt/people/courtenay-sprunger.md
+++ b/data/jurisdictions/us/states/mt/people/courtenay-sprunger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 7"
+represents: "us/states/mt/districts/house/7"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 7 (MT State House of Representatives District 7).
 
+Represents [MT State House of Representatives District 7](/us/states/mt/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/curt-cochran.md b/data/jurisdictions/us/states/mt/people/curt-cochran.md
index 237a91aca1..99f80e58f4 100644
--- a/data/jurisdictions/us/states/mt/people/curt-cochran.md
+++ b/data/jurisdictions/us/states/mt/people/curt-cochran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 90"
+represents: "us/states/mt/districts/house/90"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 90 (MT State House of Representatives District 90).
 
+Represents [MT State House of Representatives District 90](/us/states/mt/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/curtis-schomer.md b/data/jurisdictions/us/states/mt/people/curtis-schomer.md
index 103c7b6d3a..22f3cf8e62 100644
--- a/data/jurisdictions/us/states/mt/people/curtis-schomer.md
+++ b/data/jurisdictions/us/states/mt/people/curtis-schomer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 48"
+represents: "us/states/mt/districts/house/48"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 48 (MT State House of Representatives District 48).
 
+Represents [MT State House of Representatives District 48](/us/states/mt/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/daniel-emrich.md b/data/jurisdictions/us/states/mt/people/daniel-emrich.md
index 67bbeeeb16..87c7ca7c5b 100644
--- a/data/jurisdictions/us/states/mt/people/daniel-emrich.md
+++ b/data/jurisdictions/us/states/mt/people/daniel-emrich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 11"
+represents: "us/states/mt/districts/senate/11"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 11 (MT State Senate District 11).
 
+Represents [MT State Senate District 11](/us/states/mt/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/daniel-zolnikov.md b/data/jurisdictions/us/states/mt/people/daniel-zolnikov.md
index b9aa5cb9e9..0d133acc31 100644
--- a/data/jurisdictions/us/states/mt/people/daniel-zolnikov.md
+++ b/data/jurisdictions/us/states/mt/people/daniel-zolnikov.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 22"
+represents: "us/states/mt/districts/senate/22"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 22 (MT State Senate District 22).
 
+Represents [MT State Senate District 22](/us/states/mt/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/dave-bedey.md b/data/jurisdictions/us/states/mt/people/dave-bedey.md
index 974bc329bd..b668573ca0 100644
--- a/data/jurisdictions/us/states/mt/people/dave-bedey.md
+++ b/data/jurisdictions/us/states/mt/people/dave-bedey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 86"
+represents: "us/states/mt/districts/house/86"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 86 (MT State House of Representatives District 86).
 
+Represents [MT State House of Representatives District 86](/us/states/mt/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/dave-fern.md b/data/jurisdictions/us/states/mt/people/dave-fern.md
index c4d5b8e30d..5ffbedafd2 100644
--- a/data/jurisdictions/us/states/mt/people/dave-fern.md
+++ b/data/jurisdictions/us/states/mt/people/dave-fern.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 2"
+represents: "us/states/mt/districts/senate/2"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 2 (MT State Senate District 2).
 
+Represents [MT State Senate District 2](/us/states/mt/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/debo-powers.md b/data/jurisdictions/us/states/mt/people/debo-powers.md
index 3a765e0232..6f3749566b 100644
--- a/data/jurisdictions/us/states/mt/people/debo-powers.md
+++ b/data/jurisdictions/us/states/mt/people/debo-powers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 3"
+represents: "us/states/mt/districts/house/3"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 3 (MT State House of Representatives District 3).
 
+Represents [MT State House of Representatives District 3](/us/states/mt/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/denise-baum.md b/data/jurisdictions/us/states/mt/people/denise-baum.md
index 9b3d3c84b2..62406795d8 100644
--- a/data/jurisdictions/us/states/mt/people/denise-baum.md
+++ b/data/jurisdictions/us/states/mt/people/denise-baum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 45"
+represents: "us/states/mt/districts/house/45"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 45 (MT State House of Representatives District 45).
 
+Represents [MT State House of Representatives District 45](/us/states/mt/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/denise-hayman.md b/data/jurisdictions/us/states/mt/people/denise-hayman.md
index fee585076f..eb47c57780 100644
--- a/data/jurisdictions/us/states/mt/people/denise-hayman.md
+++ b/data/jurisdictions/us/states/mt/people/denise-hayman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 32"
+represents: "us/states/mt/districts/senate/32"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 32 (MT State Senate District 32).
 
+Represents [MT State Senate District 32](/us/states/mt/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/denise-joy.md b/data/jurisdictions/us/states/mt/people/denise-joy.md
index 9bd6f78ebf..b3fb6b0f2d 100644
--- a/data/jurisdictions/us/states/mt/people/denise-joy.md
+++ b/data/jurisdictions/us/states/mt/people/denise-joy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 46"
+represents: "us/states/mt/districts/house/46"
 tenure:
   start: "2024-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 46 (MT State House of Representatives District 46).
 
+Represents [MT State House of Representatives District 46](/us/states/mt/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/denley-loge.md b/data/jurisdictions/us/states/mt/people/denley-loge.md
index d0bee508da..dbcc67c1a2 100644
--- a/data/jurisdictions/us/states/mt/people/denley-loge.md
+++ b/data/jurisdictions/us/states/mt/people/denley-loge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 45"
+represents: "us/states/mt/districts/senate/45"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 45 (MT State Senate District 45).
 
+Represents [MT State Senate District 45](/us/states/mt/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/dennis-lenz.md b/data/jurisdictions/us/states/mt/people/dennis-lenz.md
index 33e760d57e..239f8c9af6 100644
--- a/data/jurisdictions/us/states/mt/people/dennis-lenz.md
+++ b/data/jurisdictions/us/states/mt/people/dennis-lenz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 25"
+represents: "us/states/mt/districts/senate/25"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 25 (MT State Senate District 25).
 
+Represents [MT State Senate District 25](/us/states/mt/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/derek-harvey.md b/data/jurisdictions/us/states/mt/people/derek-harvey.md
index df18a32779..fd94461186 100644
--- a/data/jurisdictions/us/states/mt/people/derek-harvey.md
+++ b/data/jurisdictions/us/states/mt/people/derek-harvey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 37"
+represents: "us/states/mt/districts/senate/37"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 37 (MT State Senate District 37).
 
+Represents [MT State Senate District 37](/us/states/mt/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/donavon-hawk.md b/data/jurisdictions/us/states/mt/people/donavon-hawk.md
index 701a6743a8..9346f5d031 100644
--- a/data/jurisdictions/us/states/mt/people/donavon-hawk.md
+++ b/data/jurisdictions/us/states/mt/people/donavon-hawk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 72"
+represents: "us/states/mt/districts/house/72"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 72 (MT State House of Representatives District 72).
 
+Represents [MT State House of Representatives District 72](/us/states/mt/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/ed-buttrey.md b/data/jurisdictions/us/states/mt/people/ed-buttrey.md
index 766f032dac..148ead8851 100644
--- a/data/jurisdictions/us/states/mt/people/ed-buttrey.md
+++ b/data/jurisdictions/us/states/mt/people/ed-buttrey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 21"
+represents: "us/states/mt/districts/house/21"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 21 (MT State House of Representatives District 21).
 
+Represents [MT State House of Representatives District 21](/us/states/mt/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/ed-byrne.md b/data/jurisdictions/us/states/mt/people/ed-byrne.md
index be7c064ce6..45a7bf8726 100644
--- a/data/jurisdictions/us/states/mt/people/ed-byrne.md
+++ b/data/jurisdictions/us/states/mt/people/ed-byrne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 11"
+represents: "us/states/mt/districts/house/11"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 11 (MT State House of Representatives District 11).
 
+Represents [MT State House of Representatives District 11](/us/states/mt/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/ellie-boldman.md b/data/jurisdictions/us/states/mt/people/ellie-boldman.md
index d64612fa60..fa870dde98 100644
--- a/data/jurisdictions/us/states/mt/people/ellie-boldman.md
+++ b/data/jurisdictions/us/states/mt/people/ellie-boldman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 47"
+represents: "us/states/mt/districts/senate/47"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 47 (MT State Senate District 47).
 
+Represents [MT State Senate District 47](/us/states/mt/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/emma-kerr-carpenter.md b/data/jurisdictions/us/states/mt/people/emma-kerr-carpenter.md
index eba2826ab8..1fde002486 100644
--- a/data/jurisdictions/us/states/mt/people/emma-kerr-carpenter.md
+++ b/data/jurisdictions/us/states/mt/people/emma-kerr-carpenter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 23"
+represents: "us/states/mt/districts/senate/23"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 23 (MT State Senate District 23).
 
+Represents [MT State Senate District 23](/us/states/mt/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/eric-albus.md b/data/jurisdictions/us/states/mt/people/eric-albus.md
index 26283cb054..a7f98765b1 100644
--- a/data/jurisdictions/us/states/mt/people/eric-albus.md
+++ b/data/jurisdictions/us/states/mt/people/eric-albus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 28"
+represents: "us/states/mt/districts/house/28"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 28 (MT State House of Representatives District 28).
 
+Represents [MT State House of Representatives District 28](/us/states/mt/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/eric-matthews.md b/data/jurisdictions/us/states/mt/people/eric-matthews.md
index 36fbf18965..f3ecd822ac 100644
--- a/data/jurisdictions/us/states/mt/people/eric-matthews.md
+++ b/data/jurisdictions/us/states/mt/people/eric-matthews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 66"
+represents: "us/states/mt/districts/house/66"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 66 (MT State House of Representatives District 66).
 
+Represents [MT State House of Representatives District 66](/us/states/mt/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/eric-tilleman.md b/data/jurisdictions/us/states/mt/people/eric-tilleman.md
index e0ff860b86..0790b7a008 100644
--- a/data/jurisdictions/us/states/mt/people/eric-tilleman.md
+++ b/data/jurisdictions/us/states/mt/people/eric-tilleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 23"
+represents: "us/states/mt/districts/house/23"
 tenure:
   start: "2024-07-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 23 (MT State House of Representatives District 23).
 
+Represents [MT State House of Representatives District 23](/us/states/mt/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/fiona-nave.md b/data/jurisdictions/us/states/mt/people/fiona-nave.md
index dfa6f5ea29..b5c9a31f2c 100644
--- a/data/jurisdictions/us/states/mt/people/fiona-nave.md
+++ b/data/jurisdictions/us/states/mt/people/fiona-nave.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 56"
+represents: "us/states/mt/districts/house/56"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 56 (MT State House of Representatives District 56).
 
+Represents [MT State House of Representatives District 56](/us/states/mt/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/forrest-mandeville.md b/data/jurisdictions/us/states/mt/people/forrest-mandeville.md
index 0bd953eeca..1979ae1e2b 100644
--- a/data/jurisdictions/us/states/mt/people/forrest-mandeville.md
+++ b/data/jurisdictions/us/states/mt/people/forrest-mandeville.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 28"
+represents: "us/states/mt/districts/senate/28"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 28 (MT State Senate District 28).
 
+Represents [MT State Senate District 28](/us/states/mt/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/frank-smith.md b/data/jurisdictions/us/states/mt/people/frank-smith.md
index acf88b77a0..9ae4cc475c 100644
--- a/data/jurisdictions/us/states/mt/people/frank-smith.md
+++ b/data/jurisdictions/us/states/mt/people/frank-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 31"
+represents: "us/states/mt/districts/house/31"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 31 (MT State House of Representatives District 31).
 
+Represents [MT State House of Representatives District 31](/us/states/mt/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/gary-parry.md b/data/jurisdictions/us/states/mt/people/gary-parry.md
index 81ef7067d8..4c5221f220 100644
--- a/data/jurisdictions/us/states/mt/people/gary-parry.md
+++ b/data/jurisdictions/us/states/mt/people/gary-parry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 35"
+represents: "us/states/mt/districts/house/35"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 35 (MT State House of Representatives District 35).
 
+Represents [MT State House of Representatives District 35](/us/states/mt/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/gayle-lammers.md b/data/jurisdictions/us/states/mt/people/gayle-lammers.md
index 82d66a53a7..bc56853683 100644
--- a/data/jurisdictions/us/states/mt/people/gayle-lammers.md
+++ b/data/jurisdictions/us/states/mt/people/gayle-lammers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 21"
+represents: "us/states/mt/districts/senate/21"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 21 (MT State Senate District 21).
 
+Represents [MT State Senate District 21](/us/states/mt/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/george-nikolakakos.md b/data/jurisdictions/us/states/mt/people/george-nikolakakos.md
index ae2a6afe29..09bb47c62f 100644
--- a/data/jurisdictions/us/states/mt/people/george-nikolakakos.md
+++ b/data/jurisdictions/us/states/mt/people/george-nikolakakos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 22"
+represents: "us/states/mt/districts/house/22"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 22 (MT State House of Representatives District 22).
 
+Represents [MT State House of Representatives District 22](/us/states/mt/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/greg-hertz.md b/data/jurisdictions/us/states/mt/people/greg-hertz.md
index cbb7fee687..fdcfd10c20 100644
--- a/data/jurisdictions/us/states/mt/people/greg-hertz.md
+++ b/data/jurisdictions/us/states/mt/people/greg-hertz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 7"
+represents: "us/states/mt/districts/senate/7"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 7 (MT State Senate District 7).
 
+Represents [MT State Senate District 7](/us/states/mt/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/greg-kmetz.md b/data/jurisdictions/us/states/mt/people/greg-kmetz.md
index 89129ebba9..2b1810351f 100644
--- a/data/jurisdictions/us/states/mt/people/greg-kmetz.md
+++ b/data/jurisdictions/us/states/mt/people/greg-kmetz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 36"
+represents: "us/states/mt/districts/house/36"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 36 (MT State House of Representatives District 36).
 
+Represents [MT State House of Representatives District 36](/us/states/mt/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/greg-oblander.md b/data/jurisdictions/us/states/mt/people/greg-oblander.md
index 9ab0040ce7..5e9f723487 100644
--- a/data/jurisdictions/us/states/mt/people/greg-oblander.md
+++ b/data/jurisdictions/us/states/mt/people/greg-oblander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 38"
+represents: "us/states/mt/districts/house/38"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 38 (MT State House of Representatives District 38).
 
+Represents [MT State House of Representatives District 38](/us/states/mt/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/greg-overstreet.md b/data/jurisdictions/us/states/mt/people/greg-overstreet.md
index c21f9ba51e..9ec792737a 100644
--- a/data/jurisdictions/us/states/mt/people/greg-overstreet.md
+++ b/data/jurisdictions/us/states/mt/people/greg-overstreet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 88"
+represents: "us/states/mt/districts/house/88"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 88 (MT State House of Representatives District 88).
 
+Represents [MT State House of Representatives District 88](/us/states/mt/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/gregg-hunter.md b/data/jurisdictions/us/states/mt/people/gregg-hunter.md
index e6fb3dd827..d0a454cf56 100644
--- a/data/jurisdictions/us/states/mt/people/gregg-hunter.md
+++ b/data/jurisdictions/us/states/mt/people/gregg-hunter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 15"
+represents: "us/states/mt/districts/senate/15"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 15 (MT State Senate District 15).
 
+Represents [MT State Senate District 15](/us/states/mt/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jacinda-morigeau.md b/data/jurisdictions/us/states/mt/people/jacinda-morigeau.md
index d506a478a5..315e4827f8 100644
--- a/data/jurisdictions/us/states/mt/people/jacinda-morigeau.md
+++ b/data/jurisdictions/us/states/mt/people/jacinda-morigeau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 46"
+represents: "us/states/mt/districts/senate/46"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 46 (MT State Senate District 46).
 
+Represents [MT State Senate District 46](/us/states/mt/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jade-sooktis.md b/data/jurisdictions/us/states/mt/people/jade-sooktis.md
index 1f360f7abe..3a8dd35b2d 100644
--- a/data/jurisdictions/us/states/mt/people/jade-sooktis.md
+++ b/data/jurisdictions/us/states/mt/people/jade-sooktis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 41"
+represents: "us/states/mt/districts/house/41"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 41 (MT State House of Representatives District 41).
 
+Represents [MT State House of Representatives District 41](/us/states/mt/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/james-reavis.md b/data/jurisdictions/us/states/mt/people/james-reavis.md
index f3b26caa2e..203da9c309 100644
--- a/data/jurisdictions/us/states/mt/people/james-reavis.md
+++ b/data/jurisdictions/us/states/mt/people/james-reavis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 47"
+represents: "us/states/mt/districts/house/47"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 47 (MT State House of Representatives District 47).
 
+Represents [MT State House of Representatives District 47](/us/states/mt/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jamie-isaly.md b/data/jurisdictions/us/states/mt/people/jamie-isaly.md
index e838883d0b..5892c06380 100644
--- a/data/jurisdictions/us/states/mt/people/jamie-isaly.md
+++ b/data/jurisdictions/us/states/mt/people/jamie-isaly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 58"
+represents: "us/states/mt/districts/house/58"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 58 (MT State House of Representatives District 58).
 
+Represents [MT State House of Representatives District 58](/us/states/mt/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jane-gillette.md b/data/jurisdictions/us/states/mt/people/jane-gillette.md
index ebf29672e8..a38209e401 100644
--- a/data/jurisdictions/us/states/mt/people/jane-gillette.md
+++ b/data/jurisdictions/us/states/mt/people/jane-gillette.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 77"
+represents: "us/states/mt/districts/house/77"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 77 (MT State House of Representatives District 77).
 
+Represents [MT State House of Representatives District 77](/us/states/mt/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jane-weber.md b/data/jurisdictions/us/states/mt/people/jane-weber.md
index 69234e4a06..6422e24d15 100644
--- a/data/jurisdictions/us/states/mt/people/jane-weber.md
+++ b/data/jurisdictions/us/states/mt/people/jane-weber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 19"
+represents: "us/states/mt/districts/house/19"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 19 (MT State House of Representatives District 19).
 
+Represents [MT State House of Representatives District 19](/us/states/mt/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/janet-ellis.md b/data/jurisdictions/us/states/mt/people/janet-ellis.md
index 9584fac61d..ddcffe3ac8 100644
--- a/data/jurisdictions/us/states/mt/people/janet-ellis.md
+++ b/data/jurisdictions/us/states/mt/people/janet-ellis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 41"
+represents: "us/states/mt/districts/senate/41"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 41 (MT State Senate District 41).
 
+Represents [MT State Senate District 41](/us/states/mt/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jason-ellsworth.md b/data/jurisdictions/us/states/mt/people/jason-ellsworth.md
index 995e3746b1..4afd7dbb83 100644
--- a/data/jurisdictions/us/states/mt/people/jason-ellsworth.md
+++ b/data/jurisdictions/us/states/mt/people/jason-ellsworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 43"
+represents: "us/states/mt/districts/senate/43"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 43 (MT State Senate District 43).
 
+Represents [MT State Senate District 43](/us/states/mt/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jedediah-hinkle.md b/data/jurisdictions/us/states/mt/people/jedediah-hinkle.md
index ce013e70c1..2c9e28e3d8 100644
--- a/data/jurisdictions/us/states/mt/people/jedediah-hinkle.md
+++ b/data/jurisdictions/us/states/mt/people/jedediah-hinkle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 67"
+represents: "us/states/mt/districts/house/67"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 67 (MT State House of Representatives District 67).
 
+Represents [MT State House of Representatives District 67](/us/states/mt/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jennifer-lynch.md b/data/jurisdictions/us/states/mt/people/jennifer-lynch.md
index 473e5bd369..ebcb22ebf5 100644
--- a/data/jurisdictions/us/states/mt/people/jennifer-lynch.md
+++ b/data/jurisdictions/us/states/mt/people/jennifer-lynch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 73"
+represents: "us/states/mt/districts/house/73"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 73 (MT State House of Representatives District 73).
 
+Represents [MT State House of Representatives District 73](/us/states/mt/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jeremy-trebas.md b/data/jurisdictions/us/states/mt/people/jeremy-trebas.md
index 3549ee7bf6..d768b7c1ff 100644
--- a/data/jurisdictions/us/states/mt/people/jeremy-trebas.md
+++ b/data/jurisdictions/us/states/mt/people/jeremy-trebas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 10"
+represents: "us/states/mt/districts/senate/10"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 10 (MT State Senate District 10).
 
+Represents [MT State Senate District 10](/us/states/mt/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jerry-schillinger.md b/data/jurisdictions/us/states/mt/people/jerry-schillinger.md
index 80cd7c19b3..5956cd88d6 100644
--- a/data/jurisdictions/us/states/mt/people/jerry-schillinger.md
+++ b/data/jurisdictions/us/states/mt/people/jerry-schillinger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 34"
+represents: "us/states/mt/districts/house/34"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 34 (MT State House of Representatives District 34).
 
+Represents [MT State House of Representatives District 34](/us/states/mt/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jill-cohenour.md b/data/jurisdictions/us/states/mt/people/jill-cohenour.md
index 2d021bd016..45099b9066 100644
--- a/data/jurisdictions/us/states/mt/people/jill-cohenour.md
+++ b/data/jurisdictions/us/states/mt/people/jill-cohenour.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 83"
+represents: "us/states/mt/districts/house/83"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 83 (MT State House of Representatives District 83).
 
+Represents [MT State House of Representatives District 83](/us/states/mt/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jodee-etchart.md b/data/jurisdictions/us/states/mt/people/jodee-etchart.md
index cfbd2f0ccf..e0a0b8919b 100644
--- a/data/jurisdictions/us/states/mt/people/jodee-etchart.md
+++ b/data/jurisdictions/us/states/mt/people/jodee-etchart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 51"
+represents: "us/states/mt/districts/house/51"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 51 (MT State House of Representatives District 51).
 
+Represents [MT State House of Representatives District 51](/us/states/mt/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/john-esp.md b/data/jurisdictions/us/states/mt/people/john-esp.md
index 3128e93a63..29d74b63d3 100644
--- a/data/jurisdictions/us/states/mt/people/john-esp.md
+++ b/data/jurisdictions/us/states/mt/people/john-esp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 29"
+represents: "us/states/mt/districts/senate/29"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 29 (MT State Senate District 29).
 
+Represents [MT State Senate District 29](/us/states/mt/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/john-fitzpatrick.md b/data/jurisdictions/us/states/mt/people/john-fitzpatrick.md
index 3227a698bc..1faf769dcf 100644
--- a/data/jurisdictions/us/states/mt/people/john-fitzpatrick.md
+++ b/data/jurisdictions/us/states/mt/people/john-fitzpatrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 76"
+represents: "us/states/mt/districts/house/76"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 76 (MT State House of Representatives District 76).
 
+Represents [MT State House of Representatives District 76](/us/states/mt/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/john-fuller.md b/data/jurisdictions/us/states/mt/people/john-fuller.md
index 8c39d8b23c..14a6f88882 100644
--- a/data/jurisdictions/us/states/mt/people/john-fuller.md
+++ b/data/jurisdictions/us/states/mt/people/john-fuller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 4"
+represents: "us/states/mt/districts/senate/4"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 4 (MT State Senate District 4).
 
+Represents [MT State Senate District 4](/us/states/mt/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jonathan-karlen.md b/data/jurisdictions/us/states/mt/people/jonathan-karlen.md
index 468b47e8e0..e51a464573 100644
--- a/data/jurisdictions/us/states/mt/people/jonathan-karlen.md
+++ b/data/jurisdictions/us/states/mt/people/jonathan-karlen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 98"
+represents: "us/states/mt/districts/house/98"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 98 (MT State House of Representatives District 98).
 
+Represents [MT State House of Representatives District 98](/us/states/mt/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/jonathan-windy-boy.md b/data/jurisdictions/us/states/mt/people/jonathan-windy-boy.md
index 07e257b442..95dfcc492b 100644
--- a/data/jurisdictions/us/states/mt/people/jonathan-windy-boy.md
+++ b/data/jurisdictions/us/states/mt/people/jonathan-windy-boy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 16"
+represents: "us/states/mt/districts/senate/16"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 16 (MT State Senate District 16).
 
+Represents [MT State Senate District 16](/us/states/mt/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/josh-kassmier.md b/data/jurisdictions/us/states/mt/people/josh-kassmier.md
index 773fab7a8e..04e9b710f2 100644
--- a/data/jurisdictions/us/states/mt/people/josh-kassmier.md
+++ b/data/jurisdictions/us/states/mt/people/josh-kassmier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 13"
+represents: "us/states/mt/districts/senate/13"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 13 (MT State Senate District 13).
 
+Represents [MT State Senate District 13](/us/states/mt/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/josh-seckinger.md b/data/jurisdictions/us/states/mt/people/josh-seckinger.md
index 276844f914..c8e1fc08b8 100644
--- a/data/jurisdictions/us/states/mt/people/josh-seckinger.md
+++ b/data/jurisdictions/us/states/mt/people/josh-seckinger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 62"
+represents: "us/states/mt/districts/house/62"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 62 (MT State House of Representatives District 62).
 
+Represents [MT State House of Representatives District 62](/us/states/mt/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/julie-darling.md b/data/jurisdictions/us/states/mt/people/julie-darling.md
index 1db1a86d16..a7b2aa37b6 100644
--- a/data/jurisdictions/us/states/mt/people/julie-darling.md
+++ b/data/jurisdictions/us/states/mt/people/julie-darling.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 84"
+represents: "us/states/mt/districts/house/84"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 84 (MT State House of Representatives District 84).
 
+Represents [MT State House of Representatives District 84](/us/states/mt/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/kathy-love.md b/data/jurisdictions/us/states/mt/people/kathy-love.md
index da30833b9d..afd5f7afd6 100644
--- a/data/jurisdictions/us/states/mt/people/kathy-love.md
+++ b/data/jurisdictions/us/states/mt/people/kathy-love.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 85"
+represents: "us/states/mt/districts/house/85"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 85 (MT State House of Representatives District 85).
 
+Represents [MT State House of Representatives District 85](/us/states/mt/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/katie-fire-thunder.md b/data/jurisdictions/us/states/mt/people/katie-fire-thunder.md
index 54c9e4bd4e..f8586197d8 100644
--- a/data/jurisdictions/us/states/mt/people/katie-fire-thunder.md
+++ b/data/jurisdictions/us/states/mt/people/katie-fire-thunder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 59"
+represents: "us/states/mt/districts/house/59"
 tenure:
   start: "2025-12-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 59 (MT State House of Representatives District 59).
 
+Represents [MT State House of Representatives District 59](/us/states/mt/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/katie-sullivan.md b/data/jurisdictions/us/states/mt/people/katie-sullivan.md
index 73c2c51556..bf04cd7dfd 100644
--- a/data/jurisdictions/us/states/mt/people/katie-sullivan.md
+++ b/data/jurisdictions/us/states/mt/people/katie-sullivan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 93"
+represents: "us/states/mt/districts/house/93"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 93 (MT State House of Representatives District 93).
 
+Represents [MT State House of Representatives District 93](/us/states/mt/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/katie-zolnikov.md b/data/jurisdictions/us/states/mt/people/katie-zolnikov.md
index 75dea5ea7f..03f380d571 100644
--- a/data/jurisdictions/us/states/mt/people/katie-zolnikov.md
+++ b/data/jurisdictions/us/states/mt/people/katie-zolnikov.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 44"
+represents: "us/states/mt/districts/house/44"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 44 (MT State House of Representatives District 44).
 
+Represents [MT State House of Representatives District 44](/us/states/mt/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/kelly-kortum.md b/data/jurisdictions/us/states/mt/people/kelly-kortum.md
index fab34a438c..10a8eff88c 100644
--- a/data/jurisdictions/us/states/mt/people/kelly-kortum.md
+++ b/data/jurisdictions/us/states/mt/people/kelly-kortum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 64"
+represents: "us/states/mt/districts/house/64"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 64 (MT State House of Representatives District 64).
 
+Represents [MT State House of Representatives District 64](/us/states/mt/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/ken-bogner.md b/data/jurisdictions/us/states/mt/people/ken-bogner.md
index fec5ee3a20..eeed1f2fe7 100644
--- a/data/jurisdictions/us/states/mt/people/ken-bogner.md
+++ b/data/jurisdictions/us/states/mt/people/ken-bogner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 18"
+represents: "us/states/mt/districts/senate/18"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 18 (MT State Senate District 18).
 
+Represents [MT State Senate District 18](/us/states/mt/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/ken-walsh.md b/data/jurisdictions/us/states/mt/people/ken-walsh.md
index 233c3c27e6..e7d8e9eb4c 100644
--- a/data/jurisdictions/us/states/mt/people/ken-walsh.md
+++ b/data/jurisdictions/us/states/mt/people/ken-walsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 69"
+represents: "us/states/mt/districts/house/69"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 69 (MT State House of Representatives District 69).
 
+Represents [MT State House of Representatives District 69](/us/states/mt/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/kerri-seekins-crowe.md b/data/jurisdictions/us/states/mt/people/kerri-seekins-crowe.md
index 6f939553cf..a3be53a8ea 100644
--- a/data/jurisdictions/us/states/mt/people/kerri-seekins-crowe.md
+++ b/data/jurisdictions/us/states/mt/people/kerri-seekins-crowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 39"
+represents: "us/states/mt/districts/house/39"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 39 (MT State House of Representatives District 39).
 
+Represents [MT State House of Representatives District 39](/us/states/mt/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/larry-brewster.md b/data/jurisdictions/us/states/mt/people/larry-brewster.md
index 35dfb1f673..2889083155 100644
--- a/data/jurisdictions/us/states/mt/people/larry-brewster.md
+++ b/data/jurisdictions/us/states/mt/people/larry-brewster.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 43"
+represents: "us/states/mt/districts/house/43"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 43 (MT State House of Representatives District 43).
 
+Represents [MT State House of Representatives District 43](/us/states/mt/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/laura-smith.md b/data/jurisdictions/us/states/mt/people/laura-smith.md
index 9a7f8be443..777fe3083e 100644
--- a/data/jurisdictions/us/states/mt/people/laura-smith.md
+++ b/data/jurisdictions/us/states/mt/people/laura-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 40"
+represents: "us/states/mt/districts/senate/40"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 40 (MT State Senate District 40).
 
+Represents [MT State Senate District 40](/us/states/mt/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/lee-deming.md b/data/jurisdictions/us/states/mt/people/lee-deming.md
index 79b70157cc..ac4172f60a 100644
--- a/data/jurisdictions/us/states/mt/people/lee-deming.md
+++ b/data/jurisdictions/us/states/mt/people/lee-deming.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 54"
+represents: "us/states/mt/districts/house/54"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 54 (MT State House of Representatives District 54).
 
+Represents [MT State House of Representatives District 54](/us/states/mt/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/linda-reksten.md b/data/jurisdictions/us/states/mt/people/linda-reksten.md
index 6d9ddbe71d..b20f504399 100644
--- a/data/jurisdictions/us/states/mt/people/linda-reksten.md
+++ b/data/jurisdictions/us/states/mt/people/linda-reksten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 13"
+represents: "us/states/mt/districts/house/13"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 13 (MT State House of Representatives District 13).
 
+Represents [MT State House of Representatives District 13](/us/states/mt/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/llew-jones.md b/data/jurisdictions/us/states/mt/people/llew-jones.md
index bd4ccbe294..07f52b54bd 100644
--- a/data/jurisdictions/us/states/mt/people/llew-jones.md
+++ b/data/jurisdictions/us/states/mt/people/llew-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 18"
+represents: "us/states/mt/districts/house/18"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 18 (MT State House of Representatives District 18).
 
+Represents [MT State House of Representatives District 18](/us/states/mt/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/lukas-schubert.md b/data/jurisdictions/us/states/mt/people/lukas-schubert.md
index e197c46e3d..50f709c65e 100644
--- a/data/jurisdictions/us/states/mt/people/lukas-schubert.md
+++ b/data/jurisdictions/us/states/mt/people/lukas-schubert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 8"
+represents: "us/states/mt/districts/house/8"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 8 (MT State House of Representatives District 8).
 
+Represents [MT State House of Representatives District 8](/us/states/mt/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/luke-muszkiewicz.md b/data/jurisdictions/us/states/mt/people/luke-muszkiewicz.md
index 6b43b4d9ca..ca78000591 100644
--- a/data/jurisdictions/us/states/mt/people/luke-muszkiewicz.md
+++ b/data/jurisdictions/us/states/mt/people/luke-muszkiewicz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 79"
+represents: "us/states/mt/districts/house/79"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 79 (MT State House of Representatives District 79).
 
+Represents [MT State House of Representatives District 79](/us/states/mt/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/lyn-bennett.md b/data/jurisdictions/us/states/mt/people/lyn-bennett.md
index e6aa2c53cf..770f2b81ae 100644
--- a/data/jurisdictions/us/states/mt/people/lyn-bennett.md
+++ b/data/jurisdictions/us/states/mt/people/lyn-bennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 4"
+represents: "us/states/mt/districts/house/4"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 4 (MT State House of Representatives District 4).
 
+Represents [MT State House of Representatives District 4](/us/states/mt/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/marc-lee.md b/data/jurisdictions/us/states/mt/people/marc-lee.md
index 2089e3551e..48809cc5f9 100644
--- a/data/jurisdictions/us/states/mt/people/marc-lee.md
+++ b/data/jurisdictions/us/states/mt/people/marc-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 74"
+represents: "us/states/mt/districts/house/74"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 74 (MT State House of Representatives District 74).
 
+Represents [MT State House of Representatives District 74](/us/states/mt/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/marilyn-marler.md b/data/jurisdictions/us/states/mt/people/marilyn-marler.md
index 645e9d727f..e4135cecfe 100644
--- a/data/jurisdictions/us/states/mt/people/marilyn-marler.md
+++ b/data/jurisdictions/us/states/mt/people/marilyn-marler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 94"
+represents: "us/states/mt/districts/house/94"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 94 (MT State House of Representatives District 94).
 
+Represents [MT State House of Representatives District 94](/us/states/mt/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/mark-noland.md b/data/jurisdictions/us/states/mt/people/mark-noland.md
index 23f60c47b0..81dad92de3 100644
--- a/data/jurisdictions/us/states/mt/people/mark-noland.md
+++ b/data/jurisdictions/us/states/mt/people/mark-noland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 6"
+represents: "us/states/mt/districts/senate/6"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 6 (MT State Senate District 6).
 
+Represents [MT State Senate District 6](/us/states/mt/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/mark-reinschmidt.md b/data/jurisdictions/us/states/mt/people/mark-reinschmidt.md
index 02fadebd49..54d332605c 100644
--- a/data/jurisdictions/us/states/mt/people/mark-reinschmidt.md
+++ b/data/jurisdictions/us/states/mt/people/mark-reinschmidt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 75"
+represents: "us/states/mt/districts/house/75"
 tenure:
   start: "2025-07-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 75 (MT State House of Representatives District 75).
 
+Represents [MT State House of Representatives District 75](/us/states/mt/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/mark-thane.md b/data/jurisdictions/us/states/mt/people/mark-thane.md
index d7771ac872..0e58ce3b21 100644
--- a/data/jurisdictions/us/states/mt/people/mark-thane.md
+++ b/data/jurisdictions/us/states/mt/people/mark-thane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 89"
+represents: "us/states/mt/districts/house/89"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 89 (MT State House of Representatives District 89).
 
+Represents [MT State House of Representatives District 89](/us/states/mt/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/mary-ann-dunwell.md b/data/jurisdictions/us/states/mt/people/mary-ann-dunwell.md
index cdadde7851..bae962dcf6 100644
--- a/data/jurisdictions/us/states/mt/people/mary-ann-dunwell.md
+++ b/data/jurisdictions/us/states/mt/people/mary-ann-dunwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 42"
+represents: "us/states/mt/districts/senate/42"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 42 (MT State Senate District 42).
 
+Represents [MT State Senate District 42](/us/states/mt/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/mary-caferro.md b/data/jurisdictions/us/states/mt/people/mary-caferro.md
index adf7337d1e..b8fd541157 100644
--- a/data/jurisdictions/us/states/mt/people/mary-caferro.md
+++ b/data/jurisdictions/us/states/mt/people/mary-caferro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 81"
+represents: "us/states/mt/districts/house/81"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 81 (MT State House of Representatives District 81).
 
+Represents [MT State House of Representatives District 81](/us/states/mt/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/matt-regier.md b/data/jurisdictions/us/states/mt/people/matt-regier.md
index 946885e877..2b13e51eb9 100644
--- a/data/jurisdictions/us/states/mt/people/matt-regier.md
+++ b/data/jurisdictions/us/states/mt/people/matt-regier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 5"
+represents: "us/states/mt/districts/senate/5"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 5 (MT State Senate District 5).
 
+Represents [MT State Senate District 5](/us/states/mt/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/melissa-nikolakakos.md b/data/jurisdictions/us/states/mt/people/melissa-nikolakakos.md
index f5af9d3797..168a9214e0 100644
--- a/data/jurisdictions/us/states/mt/people/melissa-nikolakakos.md
+++ b/data/jurisdictions/us/states/mt/people/melissa-nikolakakos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 20"
+represents: "us/states/mt/districts/house/20"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 20 (MT State House of Representatives District 20).
 
+Represents [MT State House of Representatives District 20](/us/states/mt/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/melissa-romano.md b/data/jurisdictions/us/states/mt/people/melissa-romano.md
index 6ac528eddf..631a95609d 100644
--- a/data/jurisdictions/us/states/mt/people/melissa-romano.md
+++ b/data/jurisdictions/us/states/mt/people/melissa-romano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 80"
+represents: "us/states/mt/districts/house/80"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 80 (MT State House of Representatives District 80).
 
+Represents [MT State House of Representatives District 80](/us/states/mt/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/melody-cunningham.md b/data/jurisdictions/us/states/mt/people/melody-cunningham.md
index 7089a08d2e..81e39b9595 100644
--- a/data/jurisdictions/us/states/mt/people/melody-cunningham.md
+++ b/data/jurisdictions/us/states/mt/people/melody-cunningham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 97"
+represents: "us/states/mt/districts/house/97"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 97 (MT State House of Representatives District 97).
 
+Represents [MT State House of Representatives District 97](/us/states/mt/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/mike-cuffe.md b/data/jurisdictions/us/states/mt/people/mike-cuffe.md
index d44e48fc24..db884eb806 100644
--- a/data/jurisdictions/us/states/mt/people/mike-cuffe.md
+++ b/data/jurisdictions/us/states/mt/people/mike-cuffe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 1"
+represents: "us/states/mt/districts/senate/1"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 1 (MT State Senate District 1).
 
+Represents [MT State Senate District 1](/us/states/mt/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/mike-fox.md b/data/jurisdictions/us/states/mt/people/mike-fox.md
index 265e45d1f6..c331e62926 100644
--- a/data/jurisdictions/us/states/mt/people/mike-fox.md
+++ b/data/jurisdictions/us/states/mt/people/mike-fox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 32"
+represents: "us/states/mt/districts/house/32"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 32 (MT State House of Representatives District 32).
 
+Represents [MT State House of Representatives District 32](/us/states/mt/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/mike-vinton.md b/data/jurisdictions/us/states/mt/people/mike-vinton.md
index 79f3ef77a4..1cc9d00468 100644
--- a/data/jurisdictions/us/states/mt/people/mike-vinton.md
+++ b/data/jurisdictions/us/states/mt/people/mike-vinton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 40"
+represents: "us/states/mt/districts/house/40"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 40 (MT State House of Representatives District 40).
 
+Represents [MT State House of Representatives District 40](/us/states/mt/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/mike-yakawich.md b/data/jurisdictions/us/states/mt/people/mike-yakawich.md
index ee1044c397..0ec941b766 100644
--- a/data/jurisdictions/us/states/mt/people/mike-yakawich.md
+++ b/data/jurisdictions/us/states/mt/people/mike-yakawich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 24"
+represents: "us/states/mt/districts/senate/24"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 24 (MT State Senate District 24).
 
+Represents [MT State Senate District 24](/us/states/mt/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/morgan-thiel.md b/data/jurisdictions/us/states/mt/people/morgan-thiel.md
index b4d22aa01f..cbe1342d60 100644
--- a/data/jurisdictions/us/states/mt/people/morgan-thiel.md
+++ b/data/jurisdictions/us/states/mt/people/morgan-thiel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 30"
+represents: "us/states/mt/districts/house/30"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 30 (MT State House of Representatives District 30).
 
+Represents [MT State House of Representatives District 30](/us/states/mt/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/neil-duram.md b/data/jurisdictions/us/states/mt/people/neil-duram.md
index 983c54c77f..b54151d686 100644
--- a/data/jurisdictions/us/states/mt/people/neil-duram.md
+++ b/data/jurisdictions/us/states/mt/people/neil-duram.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 1"
+represents: "us/states/mt/districts/house/1"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 1 (MT State House of Representatives District 1).
 
+Represents [MT State House of Representatives District 1](/us/states/mt/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/nelly-nicol.md b/data/jurisdictions/us/states/mt/people/nelly-nicol.md
index 0ae18072ca..a42af78b7b 100644
--- a/data/jurisdictions/us/states/mt/people/nelly-nicol.md
+++ b/data/jurisdictions/us/states/mt/people/nelly-nicol.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 53"
+represents: "us/states/mt/districts/house/53"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 53 (MT State House of Representatives District 53).
 
+Represents [MT State House of Representatives District 53](/us/states/mt/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/pat-flowers.md b/data/jurisdictions/us/states/mt/people/pat-flowers.md
index 6fbd17304a..a7360e8923 100644
--- a/data/jurisdictions/us/states/mt/people/pat-flowers.md
+++ b/data/jurisdictions/us/states/mt/people/pat-flowers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 31"
+represents: "us/states/mt/districts/senate/31"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 31 (MT State Senate District 31).
 
+Represents [MT State Senate District 31](/us/states/mt/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/paul-fielder.md b/data/jurisdictions/us/states/mt/people/paul-fielder.md
index 4575c5b75f..3e59db076c 100644
--- a/data/jurisdictions/us/states/mt/people/paul-fielder.md
+++ b/data/jurisdictions/us/states/mt/people/paul-fielder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 14"
+represents: "us/states/mt/districts/house/14"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 14 (MT State House of Representatives District 14).
 
+Represents [MT State House of Representatives District 14](/us/states/mt/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/paul-tuss.md b/data/jurisdictions/us/states/mt/people/paul-tuss.md
index 78b51b730e..cf8d12af9e 100644
--- a/data/jurisdictions/us/states/mt/people/paul-tuss.md
+++ b/data/jurisdictions/us/states/mt/people/paul-tuss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 27"
+represents: "us/states/mt/districts/house/27"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 27 (MT State House of Representatives District 27).
 
+Represents [MT State House of Representatives District 27](/us/states/mt/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/pete-elverum.md b/data/jurisdictions/us/states/mt/people/pete-elverum.md
index 2e22ad63bb..26ce64ddeb 100644
--- a/data/jurisdictions/us/states/mt/people/pete-elverum.md
+++ b/data/jurisdictions/us/states/mt/people/pete-elverum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 82"
+represents: "us/states/mt/districts/house/82"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 82 (MT State House of Representatives District 82).
 
+Represents [MT State House of Representatives District 82](/us/states/mt/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/peter-strand.md b/data/jurisdictions/us/states/mt/people/peter-strand.md
index 57502f6fa3..234e2b5cd1 100644
--- a/data/jurisdictions/us/states/mt/people/peter-strand.md
+++ b/data/jurisdictions/us/states/mt/people/peter-strand.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 63"
+represents: "us/states/mt/districts/house/63"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 63 (MT State House of Representatives District 63).
 
+Represents [MT State House of Representatives District 63](/us/states/mt/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/randyn-gregg.md b/data/jurisdictions/us/states/mt/people/randyn-gregg.md
index 930b902be4..aa1bb0639d 100644
--- a/data/jurisdictions/us/states/mt/people/randyn-gregg.md
+++ b/data/jurisdictions/us/states/mt/people/randyn-gregg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 78"
+represents: "us/states/mt/districts/house/78"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 78 (MT State House of Representatives District 78).
 
+Represents [MT State House of Representatives District 78](/us/states/mt/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/russ-miner.md b/data/jurisdictions/us/states/mt/people/russ-miner.md
index f008b6804d..d93ab5a081 100644
--- a/data/jurisdictions/us/states/mt/people/russ-miner.md
+++ b/data/jurisdictions/us/states/mt/people/russ-miner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 26"
+represents: "us/states/mt/districts/house/26"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 26 (MT State House of Representatives District 26).
 
+Represents [MT State House of Representatives District 26](/us/states/mt/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/russel-tempel.md b/data/jurisdictions/us/states/mt/people/russel-tempel.md
index 245113c2cf..5370abdad5 100644
--- a/data/jurisdictions/us/states/mt/people/russel-tempel.md
+++ b/data/jurisdictions/us/states/mt/people/russel-tempel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 14"
+represents: "us/states/mt/districts/senate/14"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 14 (MT State Senate District 14).
 
+Represents [MT State Senate District 14](/us/states/mt/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/s-j-howell.md b/data/jurisdictions/us/states/mt/people/s-j-howell.md
index 379e16a7aa..ba3c03c4ec 100644
--- a/data/jurisdictions/us/states/mt/people/s-j-howell.md
+++ b/data/jurisdictions/us/states/mt/people/s-j-howell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 100"
+represents: "us/states/mt/districts/house/100"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 100 (MT State House of Representatives District 100).
 
+Represents [MT State House of Representatives District 100](/us/states/mt/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/sara-novak.md b/data/jurisdictions/us/states/mt/people/sara-novak.md
index f35bbf630c..ca914e206c 100644
--- a/data/jurisdictions/us/states/mt/people/sara-novak.md
+++ b/data/jurisdictions/us/states/mt/people/sara-novak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 36"
+represents: "us/states/mt/districts/senate/36"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 36 (MT State Senate District 36).
 
+Represents [MT State Senate District 36](/us/states/mt/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/scott-demarois.md b/data/jurisdictions/us/states/mt/people/scott-demarois.md
index 62287fef5c..a84b67e2d3 100644
--- a/data/jurisdictions/us/states/mt/people/scott-demarois.md
+++ b/data/jurisdictions/us/states/mt/people/scott-demarois.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 71"
+represents: "us/states/mt/districts/house/71"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 71 (MT State House of Representatives District 71).
 
+Represents [MT State House of Representatives District 71](/us/states/mt/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/scott-rosenzweig.md b/data/jurisdictions/us/states/mt/people/scott-rosenzweig.md
index f826ecf16d..d1af846b98 100644
--- a/data/jurisdictions/us/states/mt/people/scott-rosenzweig.md
+++ b/data/jurisdictions/us/states/mt/people/scott-rosenzweig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 57"
+represents: "us/states/mt/districts/house/57"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 57 (MT State House of Representatives District 57).
 
+Represents [MT State House of Representatives District 57](/us/states/mt/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/shane-klakken.md b/data/jurisdictions/us/states/mt/people/shane-klakken.md
index 6cd50368e7..38b593b393 100644
--- a/data/jurisdictions/us/states/mt/people/shane-klakken.md
+++ b/data/jurisdictions/us/states/mt/people/shane-klakken.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 37"
+represents: "us/states/mt/districts/house/37"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 37 (MT State House of Representatives District 37).
 
+Represents [MT State House of Representatives District 37](/us/states/mt/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/shane-morigeau.md b/data/jurisdictions/us/states/mt/people/shane-morigeau.md
index e3b23c5aa2..4559f194d3 100644
--- a/data/jurisdictions/us/states/mt/people/shane-morigeau.md
+++ b/data/jurisdictions/us/states/mt/people/shane-morigeau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 50"
+represents: "us/states/mt/districts/senate/50"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 50 (MT State Senate District 50).
 
+Represents [MT State Senate District 50](/us/states/mt/districts/senate/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/shannon-maness.md b/data/jurisdictions/us/states/mt/people/shannon-maness.md
index 59dfe57675..b6b2552034 100644
--- a/data/jurisdictions/us/states/mt/people/shannon-maness.md
+++ b/data/jurisdictions/us/states/mt/people/shannon-maness.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 70"
+represents: "us/states/mt/districts/house/70"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 70 (MT State House of Representatives District 70).
 
+Represents [MT State House of Representatives District 70](/us/states/mt/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/shelley-vance.md b/data/jurisdictions/us/states/mt/people/shelley-vance.md
index 48dab6eac8..93e9f6aa3e 100644
--- a/data/jurisdictions/us/states/mt/people/shelley-vance.md
+++ b/data/jurisdictions/us/states/mt/people/shelley-vance.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 34"
+represents: "us/states/mt/districts/senate/34"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 34 (MT State Senate District 34).
 
+Represents [MT State Senate District 34](/us/states/mt/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/shelly-fyant.md b/data/jurisdictions/us/states/mt/people/shelly-fyant.md
index a63f6faa65..22f1fea69d 100644
--- a/data/jurisdictions/us/states/mt/people/shelly-fyant.md
+++ b/data/jurisdictions/us/states/mt/people/shelly-fyant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 91"
+represents: "us/states/mt/districts/house/91"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 91 (MT State House of Representatives District 91).
 
+Represents [MT State House of Representatives District 91](/us/states/mt/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/sherry-essmann.md b/data/jurisdictions/us/states/mt/people/sherry-essmann.md
index 4456a019a4..e874359c89 100644
--- a/data/jurisdictions/us/states/mt/people/sherry-essmann.md
+++ b/data/jurisdictions/us/states/mt/people/sherry-essmann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 49"
+represents: "us/states/mt/districts/house/49"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 49 (MT State House of Representatives District 49).
 
+Represents [MT State House of Representatives District 49](/us/states/mt/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/stacy-zinn.md b/data/jurisdictions/us/states/mt/people/stacy-zinn.md
index 3e105a7c4a..359811ff7c 100644
--- a/data/jurisdictions/us/states/mt/people/stacy-zinn.md
+++ b/data/jurisdictions/us/states/mt/people/stacy-zinn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 52"
+represents: "us/states/mt/districts/house/52"
 tenure:
   start: "2025-12-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 52 (MT State House of Representatives District 52).
 
+Represents [MT State House of Representatives District 52](/us/states/mt/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/steve-fitzpatrick.md b/data/jurisdictions/us/states/mt/people/steve-fitzpatrick.md
index 6c0983345d..4cdc95c7b2 100644
--- a/data/jurisdictions/us/states/mt/people/steve-fitzpatrick.md
+++ b/data/jurisdictions/us/states/mt/people/steve-fitzpatrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 24"
+represents: "us/states/mt/districts/house/24"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 24 (MT State House of Representatives District 24).
 
+Represents [MT State House of Representatives District 24](/us/states/mt/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/steve-gist.md b/data/jurisdictions/us/states/mt/people/steve-gist.md
index d652ff6aca..9b91a6790f 100644
--- a/data/jurisdictions/us/states/mt/people/steve-gist.md
+++ b/data/jurisdictions/us/states/mt/people/steve-gist.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 25"
+represents: "us/states/mt/districts/house/25"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 25 (MT State House of Representatives District 25).
 
+Represents [MT State House of Representatives District 25](/us/states/mt/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/steve-kelly.md b/data/jurisdictions/us/states/mt/people/steve-kelly.md
index 3a2d42ada7..2ae0f66c72 100644
--- a/data/jurisdictions/us/states/mt/people/steve-kelly.md
+++ b/data/jurisdictions/us/states/mt/people/steve-kelly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 9"
+represents: "us/states/mt/districts/house/9"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 9 (MT State House of Representatives District 9).
 
+Represents [MT State House of Representatives District 9](/us/states/mt/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/sue-vinton.md b/data/jurisdictions/us/states/mt/people/sue-vinton.md
index ef6b9d2f93..ffeb32dec8 100644
--- a/data/jurisdictions/us/states/mt/people/sue-vinton.md
+++ b/data/jurisdictions/us/states/mt/people/sue-vinton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 20"
+represents: "us/states/mt/districts/senate/20"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 20 (MT State Senate District 20).
 
+Represents [MT State Senate District 20](/us/states/mt/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/susan-webber.md b/data/jurisdictions/us/states/mt/people/susan-webber.md
index d2bd60e38a..ddddc62967 100644
--- a/data/jurisdictions/us/states/mt/people/susan-webber.md
+++ b/data/jurisdictions/us/states/mt/people/susan-webber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 8"
+represents: "us/states/mt/districts/senate/8"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 8 (MT State Senate District 8).
 
+Represents [MT State Senate District 8](/us/states/mt/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/terry-falk.md b/data/jurisdictions/us/states/mt/people/terry-falk.md
index a95a314b88..28c8bd6050 100644
--- a/data/jurisdictions/us/states/mt/people/terry-falk.md
+++ b/data/jurisdictions/us/states/mt/people/terry-falk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 10"
+represents: "us/states/mt/districts/house/10"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 10 (MT State House of Representatives District 10).
 
+Represents [MT State House of Representatives District 10](/us/states/mt/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/terry-nelson.md b/data/jurisdictions/us/states/mt/people/terry-nelson.md
index d4d57ab038..d87094c6f3 100644
--- a/data/jurisdictions/us/states/mt/people/terry-nelson.md
+++ b/data/jurisdictions/us/states/mt/people/terry-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 87"
+represents: "us/states/mt/districts/house/87"
 tenure:
   start: "2025-03-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 87 (MT State House of Representatives District 87).
 
+Represents [MT State House of Representatives District 87](/us/states/mt/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/thedis-crowe.md b/data/jurisdictions/us/states/mt/people/thedis-crowe.md
index f506467dba..017635743b 100644
--- a/data/jurisdictions/us/states/mt/people/thedis-crowe.md
+++ b/data/jurisdictions/us/states/mt/people/thedis-crowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 15"
+represents: "us/states/mt/districts/house/15"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 15 (MT State House of Representatives District 15).
 
+Represents [MT State House of Representatives District 15](/us/states/mt/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/theresa-manzella.md b/data/jurisdictions/us/states/mt/people/theresa-manzella.md
index 8cc91b1d6a..d38507e6ed 100644
--- a/data/jurisdictions/us/states/mt/people/theresa-manzella.md
+++ b/data/jurisdictions/us/states/mt/people/theresa-manzella.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 44"
+represents: "us/states/mt/districts/senate/44"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 44 (MT State Senate District 44).
 
+Represents [MT State Senate District 44](/us/states/mt/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/tom-france.md b/data/jurisdictions/us/states/mt/people/tom-france.md
index 4232dcce76..7ac4728927 100644
--- a/data/jurisdictions/us/states/mt/people/tom-france.md
+++ b/data/jurisdictions/us/states/mt/people/tom-france.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 99"
+represents: "us/states/mt/districts/house/99"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 99 (MT State House of Representatives District 99).
 
+Represents [MT State House of Representatives District 99](/us/states/mt/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/tom-mcgillvray.md b/data/jurisdictions/us/states/mt/people/tom-mcgillvray.md
index 29b0c1de1d..c3da71534b 100644
--- a/data/jurisdictions/us/states/mt/people/tom-mcgillvray.md
+++ b/data/jurisdictions/us/states/mt/people/tom-mcgillvray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 26"
+represents: "us/states/mt/districts/senate/26"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 26 (MT State Senate District 26).
 
+Represents [MT State Senate District 26](/us/states/mt/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/tom-millett.md b/data/jurisdictions/us/states/mt/people/tom-millett.md
index fe471f23a8..c54d06901b 100644
--- a/data/jurisdictions/us/states/mt/people/tom-millett.md
+++ b/data/jurisdictions/us/states/mt/people/tom-millett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 2"
+represents: "us/states/mt/districts/house/2"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 2 (MT State House of Representatives District 2).
 
+Represents [MT State House of Representatives District 2](/us/states/mt/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/tony-tezak.md b/data/jurisdictions/us/states/mt/people/tony-tezak.md
index 765e360eb2..3ae439e6e0 100644
--- a/data/jurisdictions/us/states/mt/people/tony-tezak.md
+++ b/data/jurisdictions/us/states/mt/people/tony-tezak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 35"
+represents: "us/states/mt/districts/senate/35"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 35 (MT State Senate District 35).
 
+Represents [MT State Senate District 35](/us/states/mt/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/tracy-sharp.md b/data/jurisdictions/us/states/mt/people/tracy-sharp.md
index d212c04f41..7d1f57f5ac 100644
--- a/data/jurisdictions/us/states/mt/people/tracy-sharp.md
+++ b/data/jurisdictions/us/states/mt/people/tracy-sharp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 12"
+represents: "us/states/mt/districts/house/12"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 12 (MT State House of Representatives District 12).
 
+Represents [MT State House of Representatives District 12](/us/states/mt/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/tyson-running-wolf.md b/data/jurisdictions/us/states/mt/people/tyson-running-wolf.md
index 83fe183640..4231223694 100644
--- a/data/jurisdictions/us/states/mt/people/tyson-running-wolf.md
+++ b/data/jurisdictions/us/states/mt/people/tyson-running-wolf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 16"
+represents: "us/states/mt/districts/house/16"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 16 (MT State House of Representatives District 16).
 
+Represents [MT State House of Representatives District 16](/us/states/mt/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/valerie-moore.md b/data/jurisdictions/us/states/mt/people/valerie-moore.md
index c137d91b47..eb7cefb5d3 100644
--- a/data/jurisdictions/us/states/mt/people/valerie-moore.md
+++ b/data/jurisdictions/us/states/mt/people/valerie-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 29"
+represents: "us/states/mt/districts/house/29"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 29 (MT State House of Representatives District 29).
 
+Represents [MT State House of Representatives District 29](/us/states/mt/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/vince-ricci.md b/data/jurisdictions/us/states/mt/people/vince-ricci.md
index 7c51dae6d0..3da0151617 100644
--- a/data/jurisdictions/us/states/mt/people/vince-ricci.md
+++ b/data/jurisdictions/us/states/mt/people/vince-ricci.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 27"
+represents: "us/states/mt/districts/senate/27"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 27 (MT State Senate District 27).
 
+Represents [MT State Senate District 27](/us/states/mt/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/wendy-mckamey.md b/data/jurisdictions/us/states/mt/people/wendy-mckamey.md
index 637150e63b..c642a35c59 100644
--- a/data/jurisdictions/us/states/mt/people/wendy-mckamey.md
+++ b/data/jurisdictions/us/states/mt/people/wendy-mckamey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 12"
+represents: "us/states/mt/districts/senate/12"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 12 (MT State Senate District 12).
 
+Represents [MT State Senate District 12](/us/states/mt/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/willis-curdy.md b/data/jurisdictions/us/states/mt/people/willis-curdy.md
index c46e425d66..9352f44c7b 100644
--- a/data/jurisdictions/us/states/mt/people/willis-curdy.md
+++ b/data/jurisdictions/us/states/mt/people/willis-curdy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 49"
+represents: "us/states/mt/districts/senate/49"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 49 (MT State Senate District 49).
 
+Represents [MT State Senate District 49](/us/states/mt/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/wylie-galt.md b/data/jurisdictions/us/states/mt/people/wylie-galt.md
index 6028a4039b..61cc26cfe9 100644
--- a/data/jurisdictions/us/states/mt/people/wylie-galt.md
+++ b/data/jurisdictions/us/states/mt/people/wylie-galt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State Senate District 39"
+represents: "us/states/mt/districts/senate/39"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT Senate District 39 (MT State Senate District 39).
 
+Represents [MT State Senate District 39](/us/states/mt/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/zack-wirth.md b/data/jurisdictions/us/states/mt/people/zack-wirth.md
index c434aa6550..2f60ab2c78 100644
--- a/data/jurisdictions/us/states/mt/people/zack-wirth.md
+++ b/data/jurisdictions/us/states/mt/people/zack-wirth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 17"
+represents: "us/states/mt/districts/house/17"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 17 (MT State House of Representatives District 17).
 
+Represents [MT State House of Representatives District 17](/us/states/mt/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/mt/people/zooey-zephyr.md b/data/jurisdictions/us/states/mt/people/zooey-zephyr.md
index c3e3b306c4..c9854c0609 100644
--- a/data/jurisdictions/us/states/mt/people/zooey-zephyr.md
+++ b/data/jurisdictions/us/states/mt/people/zooey-zephyr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "MT"
 district: "MT State House of Representatives District 95"
+represents: "us/states/mt/districts/house/95"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current MT House District 95 (MT State House of Representatives District 95).
 
+Represents [MT State House of Representatives District 95](/us/states/mt/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/counties/alamance/index.md b/data/jurisdictions/us/states/nc/counties/alamance/index.md
index 9602b7ae87..449142286b 100644
--- a/data/jurisdictions/us/states/nc/counties/alamance/index.md
+++ b/data/jurisdictions/us/states/nc/counties/alamance/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 972
   hispanic: 27012
   bachelors_plus: 45835
+districts:
+  - to: "us/states/nc/districts/09"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/nc/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/64"
+    rel: in-district
+    area_weight: 0.5491
+  - to: "us/states/nc/districts/house/63"
+    rel: in-district
+    area_weight: 0.4506
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 27012 |
 | Bachelor's or higher | 45835 |
 
+## Districts
+
+- [NC-09](/us/states/nc/districts/09.md) — 100% (congressional)
+- [NC Senate District 25](/us/states/nc/districts/senate/25.md) — 100% (state senate)
+- [NC House District 64](/us/states/nc/districts/house/64.md) — 55% (state house)
+- [NC House District 63](/us/states/nc/districts/house/63.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/alexander/index.md b/data/jurisdictions/us/states/nc/counties/alexander/index.md
index 317fffb197..5432f154b2 100644
--- a/data/jurisdictions/us/states/nc/counties/alexander/index.md
+++ b/data/jurisdictions/us/states/nc/counties/alexander/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 368
   hispanic: 2031
   bachelors_plus: 5902
+districts:
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/nc/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/house/94"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2031 |
 | Bachelor's or higher | 5902 |
 
+## Districts
+
+- [NC-05](/us/states/nc/districts/05.md) — 100% (congressional)
+- [NC Senate District 36](/us/states/nc/districts/senate/36.md) — 100% (state senate)
+- [NC House District 94](/us/states/nc/districts/house/94.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/alleghany/index.md b/data/jurisdictions/us/states/nc/counties/alleghany/index.md
index 3b5e220b27..65c82002cf 100644
--- a/data/jurisdictions/us/states/nc/counties/alleghany/index.md
+++ b/data/jurisdictions/us/states/nc/counties/alleghany/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 1274
   bachelors_plus: 2728
+districts:
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/house/93"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1274 |
 | Bachelor's or higher | 2728 |
 
+## Districts
+
+- [NC-05](/us/states/nc/districts/05.md) — 100% (congressional)
+- [NC Senate District 47](/us/states/nc/districts/senate/47.md) — 100% (state senate)
+- [NC House District 93](/us/states/nc/districts/house/93.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/anson/index.md b/data/jurisdictions/us/states/nc/counties/anson/index.md
index 1076642765..a19a5f9403 100644
--- a/data/jurisdictions/us/states/nc/counties/anson/index.md
+++ b/data/jurisdictions/us/states/nc/counties/anson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 129
   hispanic: 932
   bachelors_plus: 2044
+districts:
+  - to: "us/states/nc/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/55"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 932 |
 | Bachelor's or higher | 2044 |
 
+## Districts
+
+- [NC-08](/us/states/nc/districts/08.md) — 100% (congressional)
+- [NC Senate District 29](/us/states/nc/districts/senate/29.md) — 100% (state senate)
+- [NC House District 55](/us/states/nc/districts/house/55.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/ashe/index.md b/data/jurisdictions/us/states/nc/counties/ashe/index.md
index 9282089c42..8734517a69 100644
--- a/data/jurisdictions/us/states/nc/counties/ashe/index.md
+++ b/data/jurisdictions/us/states/nc/counties/ashe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 139
   hispanic: 1630
   bachelors_plus: 7102
+districts:
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/nc/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nc/districts/house/93"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1630 |
 | Bachelor's or higher | 7102 |
 
+## Districts
+
+- [NC-05](/us/states/nc/districts/05.md) — 100% (congressional)
+- [NC Senate District 47](/us/states/nc/districts/senate/47.md) — 100% (state senate)
+- [NC House District 93](/us/states/nc/districts/house/93.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/avery/index.md b/data/jurisdictions/us/states/nc/counties/avery/index.md
index a0d8754730..22a63daef7 100644
--- a/data/jurisdictions/us/states/nc/counties/avery/index.md
+++ b/data/jurisdictions/us/states/nc/counties/avery/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 1070
   bachelors_plus: 4542
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9947
+  - to: "us/states/nc/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/house/85"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1070 |
 | Bachelor's or higher | 4542 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 99% (congressional)
+- [NC Senate District 47](/us/states/nc/districts/senate/47.md) — 100% (state senate)
+- [NC House District 85](/us/states/nc/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/beaufort/index.md b/data/jurisdictions/us/states/nc/counties/beaufort/index.md
index b653f77fed..181f5557fc 100644
--- a/data/jurisdictions/us/states/nc/counties/beaufort/index.md
+++ b/data/jurisdictions/us/states/nc/counties/beaufort/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 95
   hispanic: 3513
   bachelors_plus: 9294
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 0.896
+  - to: "us/states/nc/districts/senate/3"
+    rel: in-district
+    area_weight: 0.894
+  - to: "us/states/nc/districts/house/79"
+    rel: in-district
+    area_weight: 0.894
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3513 |
 | Bachelor's or higher | 9294 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 90% (congressional)
+- [NC Senate District 3](/us/states/nc/districts/senate/3.md) — 89% (state senate)
+- [NC House District 79](/us/states/nc/districts/house/79.md) — 89% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/bertie/index.md b/data/jurisdictions/us/states/nc/counties/bertie/index.md
index 0fa4978ff1..fe7f688854 100644
--- a/data/jurisdictions/us/states/nc/counties/bertie/index.md
+++ b/data/jurisdictions/us/states/nc/counties/bertie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 76
   hispanic: 422
   bachelors_plus: 3339
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9648
+  - to: "us/states/nc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9562
+  - to: "us/states/nc/districts/house/23"
+    rel: in-district
+    area_weight: 0.9564
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 422 |
 | Bachelor's or higher | 3339 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 96% (congressional)
+- [NC Senate District 1](/us/states/nc/districts/senate/1.md) — 96% (state senate)
+- [NC House District 23](/us/states/nc/districts/house/23.md) — 96% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/bladen/index.md b/data/jurisdictions/us/states/nc/counties/bladen/index.md
index 718f186e1e..517a4ae6f3 100644
--- a/data/jurisdictions/us/states/nc/counties/bladen/index.md
+++ b/data/jurisdictions/us/states/nc/counties/bladen/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 957
   hispanic: 2752
   bachelors_plus: 5394
+districts:
+  - to: "us/states/nc/districts/07"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/nc/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/house/22"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2752 |
 | Bachelor's or higher | 5394 |
 
+## Districts
+
+- [NC-07](/us/states/nc/districts/07.md) — 100% (congressional)
+- [NC Senate District 9](/us/states/nc/districts/senate/9.md) — 100% (state senate)
+- [NC House District 22](/us/states/nc/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/brunswick/index.md b/data/jurisdictions/us/states/nc/counties/brunswick/index.md
index af15043829..9aef2551b0 100644
--- a/data/jurisdictions/us/states/nc/counties/brunswick/index.md
+++ b/data/jurisdictions/us/states/nc/counties/brunswick/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 505
   hispanic: 8583
   bachelors_plus: 58355
+districts:
+  - to: "us/states/nc/districts/07"
+    rel: in-district
+    area_weight: 0.8508
+  - to: "us/states/nc/districts/senate/8"
+    rel: in-district
+    area_weight: 0.8476
+  - to: "us/states/nc/districts/house/17"
+    rel: in-district
+    area_weight: 0.6171
+  - to: "us/states/nc/districts/house/19"
+    rel: in-district
+    area_weight: 0.2304
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 8583 |
 | Bachelor's or higher | 58355 |
 
+## Districts
+
+- [NC-07](/us/states/nc/districts/07.md) — 85% (congressional)
+- [NC Senate District 8](/us/states/nc/districts/senate/8.md) — 85% (state senate)
+- [NC House District 17](/us/states/nc/districts/house/17.md) — 62% (state house)
+- [NC House District 19](/us/states/nc/districts/house/19.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/buncombe/index.md b/data/jurisdictions/us/states/nc/counties/buncombe/index.md
index 678bfb6228..9249470bb3 100644
--- a/data/jurisdictions/us/states/nc/counties/buncombe/index.md
+++ b/data/jurisdictions/us/states/nc/counties/buncombe/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 559
   hispanic: 23475
   bachelors_plus: 133068
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nc/districts/senate/46"
+    rel: in-district
+    area_weight: 0.5627
+  - to: "us/states/nc/districts/senate/49"
+    rel: in-district
+    area_weight: 0.4369
+  - to: "us/states/nc/districts/house/115"
+    rel: in-district
+    area_weight: 0.5331
+  - to: "us/states/nc/districts/house/114"
+    rel: in-district
+    area_weight: 0.3826
+  - to: "us/states/nc/districts/house/116"
+    rel: in-district
+    area_weight: 0.0838
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 23475 |
 | Bachelor's or higher | 133068 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 46](/us/states/nc/districts/senate/46.md) — 56% (state senate)
+- [NC Senate District 49](/us/states/nc/districts/senate/49.md) — 44% (state senate)
+- [NC House District 115](/us/states/nc/districts/house/115.md) — 53% (state house)
+- [NC House District 114](/us/states/nc/districts/house/114.md) — 38% (state house)
+- [NC House District 116](/us/states/nc/districts/house/116.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/burke/index.md b/data/jurisdictions/us/states/nc/counties/burke/index.md
index cd41a60576..456ddb7c19 100644
--- a/data/jurisdictions/us/states/nc/counties/burke/index.md
+++ b/data/jurisdictions/us/states/nc/counties/burke/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 619
   hispanic: 7457
   bachelors_plus: 18465
+districts:
+  - to: "us/states/nc/districts/14"
+    rel: in-district
+    area_weight: 0.9969
+  - to: "us/states/nc/districts/senate/46"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/86"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7457 |
 | Bachelor's or higher | 18465 |
 
+## Districts
+
+- [NC-14](/us/states/nc/districts/14.md) — 100% (congressional)
+- [NC Senate District 46](/us/states/nc/districts/senate/46.md) — 100% (state senate)
+- [NC House District 86](/us/states/nc/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/cabarrus/index.md b/data/jurisdictions/us/states/nc/counties/cabarrus/index.md
index 18fa9f2e2a..9db27ac79c 100644
--- a/data/jurisdictions/us/states/nc/counties/cabarrus/index.md
+++ b/data/jurisdictions/us/states/nc/counties/cabarrus/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 437
   hispanic: 30081
   bachelors_plus: 81556
+districts:
+  - to: "us/states/nc/districts/08"
+    rel: in-district
+    area_weight: 0.7733
+  - to: "us/states/nc/districts/06"
+    rel: in-district
+    area_weight: 0.2262
+  - to: "us/states/nc/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9394
+  - to: "us/states/nc/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0605
+  - to: "us/states/nc/districts/house/82"
+    rel: in-district
+    area_weight: 0.4738
+  - to: "us/states/nc/districts/house/73"
+    rel: in-district
+    area_weight: 0.4027
+  - to: "us/states/nc/districts/house/83"
+    rel: in-district
+    area_weight: 0.1234
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 30081 |
 | Bachelor's or higher | 81556 |
 
+## Districts
+
+- [NC-08](/us/states/nc/districts/08.md) — 77% (congressional)
+- [NC-06](/us/states/nc/districts/06.md) — 23% (congressional)
+- [NC Senate District 34](/us/states/nc/districts/senate/34.md) — 94% (state senate)
+- [NC Senate District 35](/us/states/nc/districts/senate/35.md) — 6% (state senate)
+- [NC House District 82](/us/states/nc/districts/house/82.md) — 47% (state house)
+- [NC House District 73](/us/states/nc/districts/house/73.md) — 40% (state house)
+- [NC House District 83](/us/states/nc/districts/house/83.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/caldwell/index.md b/data/jurisdictions/us/states/nc/counties/caldwell/index.md
index 963335c806..337e7181bf 100644
--- a/data/jurisdictions/us/states/nc/counties/caldwell/index.md
+++ b/data/jurisdictions/us/states/nc/counties/caldwell/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 115
   hispanic: 5381
   bachelors_plus: 14648
+districts:
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/nc/districts/senate/47"
+    rel: in-district
+    area_weight: 0.726
+  - to: "us/states/nc/districts/senate/45"
+    rel: in-district
+    area_weight: 0.2737
+  - to: "us/states/nc/districts/house/87"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5381 |
 | Bachelor's or higher | 14648 |
 
+## Districts
+
+- [NC-05](/us/states/nc/districts/05.md) — 100% (congressional)
+- [NC Senate District 47](/us/states/nc/districts/senate/47.md) — 73% (state senate)
+- [NC Senate District 45](/us/states/nc/districts/senate/45.md) — 27% (state senate)
+- [NC House District 87](/us/states/nc/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/camden/index.md b/data/jurisdictions/us/states/nc/counties/camden/index.md
index 54233e20c1..c08d2f63e1 100644
--- a/data/jurisdictions/us/states/nc/counties/camden/index.md
+++ b/data/jurisdictions/us/states/nc/counties/camden/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 460
   bachelors_plus: 3038
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.7983
+  - to: "us/states/nc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.7849
+  - to: "us/states/nc/districts/house/5"
+    rel: in-district
+    area_weight: 0.7847
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 460 |
 | Bachelor's or higher | 3038 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 80% (congressional)
+- [NC Senate District 1](/us/states/nc/districts/senate/1.md) — 78% (state senate)
+- [NC House District 5](/us/states/nc/districts/house/5.md) — 78% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/carteret/index.md b/data/jurisdictions/us/states/nc/counties/carteret/index.md
index 310d9ec14a..45b0b1b48c 100644
--- a/data/jurisdictions/us/states/nc/counties/carteret/index.md
+++ b/data/jurisdictions/us/states/nc/counties/carteret/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 173
   hispanic: 3401
   bachelors_plus: 25262
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 0.4917
+  - to: "us/states/nc/districts/senate/2"
+    rel: in-district
+    area_weight: 0.4246
+  - to: "us/states/nc/districts/house/13"
+    rel: in-district
+    area_weight: 0.4246
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 3401 |
 | Bachelor's or higher | 25262 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 49% (congressional)
+- [NC Senate District 2](/us/states/nc/districts/senate/2.md) — 42% (state senate)
+- [NC House District 13](/us/states/nc/districts/house/13.md) — 42% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/caswell/index.md b/data/jurisdictions/us/states/nc/counties/caswell/index.md
index 196b9cf0b3..762796667c 100644
--- a/data/jurisdictions/us/states/nc/counties/caswell/index.md
+++ b/data/jurisdictions/us/states/nc/counties/caswell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 1141
   bachelors_plus: 3915
+districts:
+  - to: "us/states/nc/districts/13"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/nc/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/nc/districts/house/50"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1141 |
 | Bachelor's or higher | 3915 |
 
+## Districts
+
+- [NC-13](/us/states/nc/districts/13.md) — 100% (congressional)
+- [NC Senate District 23](/us/states/nc/districts/senate/23.md) — 100% (state senate)
+- [NC House District 50](/us/states/nc/districts/house/50.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/catawba/index.md b/data/jurisdictions/us/states/nc/counties/catawba/index.md
index c406b7112f..5589695243 100644
--- a/data/jurisdictions/us/states/nc/counties/catawba/index.md
+++ b/data/jurisdictions/us/states/nc/counties/catawba/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 944
   hispanic: 18786
   bachelors_plus: 38651
+districts:
+  - to: "us/states/nc/districts/10"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/nc/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/house/89"
+    rel: in-district
+    area_weight: 0.7142
+  - to: "us/states/nc/districts/house/96"
+    rel: in-district
+    area_weight: 0.2855
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 18786 |
 | Bachelor's or higher | 38651 |
 
+## Districts
+
+- [NC-10](/us/states/nc/districts/10.md) — 100% (congressional)
+- [NC Senate District 45](/us/states/nc/districts/senate/45.md) — 100% (state senate)
+- [NC House District 89](/us/states/nc/districts/house/89.md) — 71% (state house)
+- [NC House District 96](/us/states/nc/districts/house/96.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/chatham/index.md b/data/jurisdictions/us/states/nc/counties/chatham/index.md
index b8200aecc4..015c6fd208 100644
--- a/data/jurisdictions/us/states/nc/counties/chatham/index.md
+++ b/data/jurisdictions/us/states/nc/counties/chatham/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 388
   hispanic: 10930
   bachelors_plus: 42787
+districts:
+  - to: "us/states/nc/districts/09"
+    rel: in-district
+    area_weight: 0.6929
+  - to: "us/states/nc/districts/04"
+    rel: in-district
+    area_weight: 0.3056
+  - to: "us/states/nc/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/house/54"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 10930 |
 | Bachelor's or higher | 42787 |
 
+## Districts
+
+- [NC-09](/us/states/nc/districts/09.md) — 69% (congressional)
+- [NC-04](/us/states/nc/districts/04.md) — 31% (congressional)
+- [NC Senate District 20](/us/states/nc/districts/senate/20.md) — 100% (state senate)
+- [NC House District 54](/us/states/nc/districts/house/54.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/cherokee/index.md b/data/jurisdictions/us/states/nc/counties/cherokee/index.md
index b0a8625912..b33bb87b1d 100644
--- a/data/jurisdictions/us/states/nc/counties/cherokee/index.md
+++ b/data/jurisdictions/us/states/nc/counties/cherokee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 347
   hispanic: 1088
   bachelors_plus: 7570
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nc/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/house/120"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1088 |
 | Bachelor's or higher | 7570 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 50](/us/states/nc/districts/senate/50.md) — 100% (state senate)
+- [NC House District 120](/us/states/nc/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/chowan/index.md b/data/jurisdictions/us/states/nc/counties/chowan/index.md
index c707202096..ac41579cbe 100644
--- a/data/jurisdictions/us/states/nc/counties/chowan/index.md
+++ b/data/jurisdictions/us/states/nc/counties/chowan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 554
   bachelors_plus: 3602
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.7689
+  - to: "us/states/nc/districts/senate/2"
+    rel: in-district
+    area_weight: 0.7568
+  - to: "us/states/nc/districts/house/1"
+    rel: in-district
+    area_weight: 0.757
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 554 |
 | Bachelor's or higher | 3602 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 77% (congressional)
+- [NC Senate District 2](/us/states/nc/districts/senate/2.md) — 76% (state senate)
+- [NC House District 1](/us/states/nc/districts/house/1.md) — 76% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/clay/index.md b/data/jurisdictions/us/states/nc/counties/clay/index.md
index 2cf68bea34..007de0463b 100644
--- a/data/jurisdictions/us/states/nc/counties/clay/index.md
+++ b/data/jurisdictions/us/states/nc/counties/clay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 43
   hispanic: 481
   bachelors_plus: 3757
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/nc/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/nc/districts/house/120"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 481 |
 | Bachelor's or higher | 3757 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 50](/us/states/nc/districts/senate/50.md) — 100% (state senate)
+- [NC House District 120](/us/states/nc/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/cleveland/index.md b/data/jurisdictions/us/states/nc/counties/cleveland/index.md
index c00e362506..69e93c1c69 100644
--- a/data/jurisdictions/us/states/nc/counties/cleveland/index.md
+++ b/data/jurisdictions/us/states/nc/counties/cleveland/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 353
   hispanic: 4792
   bachelors_plus: 20887
+districts:
+  - to: "us/states/nc/districts/14"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nc/districts/senate/44"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/110"
+    rel: in-district
+    area_weight: 0.5098
+  - to: "us/states/nc/districts/house/111"
+    rel: in-district
+    area_weight: 0.49
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 4792 |
 | Bachelor's or higher | 20887 |
 
+## Districts
+
+- [NC-14](/us/states/nc/districts/14.md) — 100% (congressional)
+- [NC Senate District 44](/us/states/nc/districts/senate/44.md) — 100% (state senate)
+- [NC House District 110](/us/states/nc/districts/house/110.md) — 51% (state house)
+- [NC House District 111](/us/states/nc/districts/house/111.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/columbus/index.md b/data/jurisdictions/us/states/nc/counties/columbus/index.md
index 15c327a446..2cdd22c059 100644
--- a/data/jurisdictions/us/states/nc/counties/columbus/index.md
+++ b/data/jurisdictions/us/states/nc/counties/columbus/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2036
   hispanic: 2831
   bachelors_plus: 6912
+districts:
+  - to: "us/states/nc/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nc/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/46"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2831 |
 | Bachelor's or higher | 6912 |
 
+## Districts
+
+- [NC-07](/us/states/nc/districts/07.md) — 100% (congressional)
+- [NC Senate District 8](/us/states/nc/districts/senate/8.md) — 100% (state senate)
+- [NC House District 46](/us/states/nc/districts/house/46.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/craven/index.md b/data/jurisdictions/us/states/nc/counties/craven/index.md
index e19c5b9892..54191ebe9e 100644
--- a/data/jurisdictions/us/states/nc/counties/craven/index.md
+++ b/data/jurisdictions/us/states/nc/counties/craven/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 375
   hispanic: 7996
   bachelors_plus: 26621
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 0.9594
+  - to: "us/states/nc/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9444
+  - to: "us/states/nc/districts/house/3"
+    rel: in-district
+    area_weight: 0.836
+  - to: "us/states/nc/districts/house/13"
+    rel: in-district
+    area_weight: 0.1083
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 7996 |
 | Bachelor's or higher | 26621 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 96% (congressional)
+- [NC Senate District 3](/us/states/nc/districts/senate/3.md) — 94% (state senate)
+- [NC House District 3](/us/states/nc/districts/house/3.md) — 84% (state house)
+- [NC House District 13](/us/states/nc/districts/house/13.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/cumberland/index.md b/data/jurisdictions/us/states/nc/counties/cumberland/index.md
index aa8be811d4..b721d27511 100644
--- a/data/jurisdictions/us/states/nc/counties/cumberland/index.md
+++ b/data/jurisdictions/us/states/nc/counties/cumberland/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 4103
   hispanic: 42995
   bachelors_plus: 79839
+districts:
+  - to: "us/states/nc/districts/07"
+    rel: in-district
+    area_weight: 0.7952
+  - to: "us/states/nc/districts/09"
+    rel: in-district
+    area_weight: 0.2037
+  - to: "us/states/nc/districts/senate/21"
+    rel: in-district
+    area_weight: 0.8052
+  - to: "us/states/nc/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1943
+  - to: "us/states/nc/districts/house/43"
+    rel: in-district
+    area_weight: 0.7005
+  - to: "us/states/nc/districts/house/42"
+    rel: in-district
+    area_weight: 0.1581
+  - to: "us/states/nc/districts/house/45"
+    rel: in-district
+    area_weight: 0.0772
+  - to: "us/states/nc/districts/house/44"
+    rel: in-district
+    area_weight: 0.0637
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 42995 |
 | Bachelor's or higher | 79839 |
 
+## Districts
+
+- [NC-07](/us/states/nc/districts/07.md) — 80% (congressional)
+- [NC-09](/us/states/nc/districts/09.md) — 20% (congressional)
+- [NC Senate District 21](/us/states/nc/districts/senate/21.md) — 81% (state senate)
+- [NC Senate District 19](/us/states/nc/districts/senate/19.md) — 19% (state senate)
+- [NC House District 43](/us/states/nc/districts/house/43.md) — 70% (state house)
+- [NC House District 42](/us/states/nc/districts/house/42.md) — 16% (state house)
+- [NC House District 45](/us/states/nc/districts/house/45.md) — 8% (state house)
+- [NC House District 44](/us/states/nc/districts/house/44.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/currituck/index.md b/data/jurisdictions/us/states/nc/counties/currituck/index.md
index aadd26b7f5..495e4b3639 100644
--- a/data/jurisdictions/us/states/nc/counties/currituck/index.md
+++ b/data/jurisdictions/us/states/nc/counties/currituck/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 54
   hispanic: 1587
   bachelors_plus: 8959
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.5641
+  - to: "us/states/nc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.5473
+  - to: "us/states/nc/districts/house/1"
+    rel: in-district
+    area_weight: 0.5472
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1587 |
 | Bachelor's or higher | 8959 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 56% (congressional)
+- [NC Senate District 1](/us/states/nc/districts/senate/1.md) — 55% (state senate)
+- [NC House District 1](/us/states/nc/districts/house/1.md) — 55% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/dare/index.md b/data/jurisdictions/us/states/nc/counties/dare/index.md
index 37d640243a..9df282c9f2 100644
--- a/data/jurisdictions/us/states/nc/counties/dare/index.md
+++ b/data/jurisdictions/us/states/nc/counties/dare/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 47
   hispanic: 2788
   bachelors_plus: 16283
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 0.2927
+  - to: "us/states/nc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.2651
+  - to: "us/states/nc/districts/house/1"
+    rel: in-district
+    area_weight: 0.2131
+  - to: "us/states/nc/districts/house/79"
+    rel: in-district
+    area_weight: 0.052
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 2788 |
 | Bachelor's or higher | 16283 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 29% (congressional)
+- [NC Senate District 1](/us/states/nc/districts/senate/1.md) — 27% (state senate)
+- [NC House District 1](/us/states/nc/districts/house/1.md) — 21% (state house)
+- [NC House District 79](/us/states/nc/districts/house/79.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/davidson/index.md b/data/jurisdictions/us/states/nc/counties/davidson/index.md
index 4722813e1a..cc968f9b18 100644
--- a/data/jurisdictions/us/states/nc/counties/davidson/index.md
+++ b/data/jurisdictions/us/states/nc/counties/davidson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 373
   hispanic: 15456
   bachelors_plus: 34779
+districts:
+  - to: "us/states/nc/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nc/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/house/80"
+    rel: in-district
+    area_weight: 0.53
+  - to: "us/states/nc/districts/house/81"
+    rel: in-district
+    area_weight: 0.4698
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 15456 |
 | Bachelor's or higher | 34779 |
 
+## Districts
+
+- [NC-06](/us/states/nc/districts/06.md) — 100% (congressional)
+- [NC Senate District 30](/us/states/nc/districts/senate/30.md) — 100% (state senate)
+- [NC House District 80](/us/states/nc/districts/house/80.md) — 53% (state house)
+- [NC House District 81](/us/states/nc/districts/house/81.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/davie/index.md b/data/jurisdictions/us/states/nc/counties/davie/index.md
index 54a32f1513..2baf6eede8 100644
--- a/data/jurisdictions/us/states/nc/counties/davie/index.md
+++ b/data/jurisdictions/us/states/nc/counties/davie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 170
   hispanic: 3645
   bachelors_plus: 11550
+districts:
+  - to: "us/states/nc/districts/06"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/77"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3645 |
 | Bachelor's or higher | 11550 |
 
+## Districts
+
+- [NC-06](/us/states/nc/districts/06.md) — 100% (congressional)
+- [NC Senate District 30](/us/states/nc/districts/senate/30.md) — 100% (state senate)
+- [NC House District 77](/us/states/nc/districts/house/77.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/duplin/index.md b/data/jurisdictions/us/states/nc/counties/duplin/index.md
index a698d46b1a..d9f680dd34 100644
--- a/data/jurisdictions/us/states/nc/counties/duplin/index.md
+++ b/data/jurisdictions/us/states/nc/counties/duplin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 273
   hispanic: 11496
   bachelors_plus: 7506
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/nc/districts/senate/9"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nc/districts/house/4"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11496 |
 | Bachelor's or higher | 7506 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 100% (congressional)
+- [NC Senate District 9](/us/states/nc/districts/senate/9.md) — 100% (state senate)
+- [NC House District 4](/us/states/nc/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/durham/index.md b/data/jurisdictions/us/states/nc/counties/durham/index.md
index c76069dd90..3569a93ea0 100644
--- a/data/jurisdictions/us/states/nc/counties/durham/index.md
+++ b/data/jurisdictions/us/states/nc/counties/durham/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 2258
   hispanic: 52523
   bachelors_plus: 189392
+districts:
+  - to: "us/states/nc/districts/04"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/nc/districts/senate/22"
+    rel: in-district
+    area_weight: 0.7447
+  - to: "us/states/nc/districts/senate/20"
+    rel: in-district
+    area_weight: 0.2549
+  - to: "us/states/nc/districts/house/2"
+    rel: in-district
+    area_weight: 0.4461
+  - to: "us/states/nc/districts/house/31"
+    rel: in-district
+    area_weight: 0.2735
+  - to: "us/states/nc/districts/house/29"
+    rel: in-district
+    area_weight: 0.1513
+  - to: "us/states/nc/districts/house/30"
+    rel: in-district
+    area_weight: 0.1288
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 52523 |
 | Bachelor's or higher | 189392 |
 
+## Districts
+
+- [NC-04](/us/states/nc/districts/04.md) — 100% (congressional)
+- [NC Senate District 22](/us/states/nc/districts/senate/22.md) — 74% (state senate)
+- [NC Senate District 20](/us/states/nc/districts/senate/20.md) — 25% (state senate)
+- [NC House District 2](/us/states/nc/districts/house/2.md) — 45% (state house)
+- [NC House District 31](/us/states/nc/districts/house/31.md) — 27% (state house)
+- [NC House District 29](/us/states/nc/districts/house/29.md) — 15% (state house)
+- [NC House District 30](/us/states/nc/districts/house/30.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/edgecombe/index.md b/data/jurisdictions/us/states/nc/counties/edgecombe/index.md
index d5f3091cae..514fab73f3 100644
--- a/data/jurisdictions/us/states/nc/counties/edgecombe/index.md
+++ b/data/jurisdictions/us/states/nc/counties/edgecombe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 188
   hispanic: 3005
   bachelors_plus: 7812
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/nc/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/23"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3005 |
 | Bachelor's or higher | 7812 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 5](/us/states/nc/districts/senate/5.md) — 100% (state senate)
+- [NC House District 23](/us/states/nc/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/forsyth/index.md b/data/jurisdictions/us/states/nc/counties/forsyth/index.md
index bbbc5f79a4..469a5c2be0 100644
--- a/data/jurisdictions/us/states/nc/counties/forsyth/index.md
+++ b/data/jurisdictions/us/states/nc/counties/forsyth/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 1613
   hispanic: 58888
   bachelors_plus: 140974
+districts:
+  - to: "us/states/nc/districts/10"
+    rel: in-district
+    area_weight: 0.6479
+  - to: "us/states/nc/districts/06"
+    rel: in-district
+    area_weight: 0.352
+  - to: "us/states/nc/districts/senate/31"
+    rel: in-district
+    area_weight: 0.7154
+  - to: "us/states/nc/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2844
+  - to: "us/states/nc/districts/house/74"
+    rel: in-district
+    area_weight: 0.3193
+  - to: "us/states/nc/districts/house/75"
+    rel: in-district
+    area_weight: 0.2909
+  - to: "us/states/nc/districts/house/91"
+    rel: in-district
+    area_weight: 0.1831
+  - to: "us/states/nc/districts/house/71"
+    rel: in-district
+    area_weight: 0.111
+  - to: "us/states/nc/districts/house/72"
+    rel: in-district
+    area_weight: 0.0956
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 58888 |
 | Bachelor's or higher | 140974 |
 
+## Districts
+
+- [NC-10](/us/states/nc/districts/10.md) — 65% (congressional)
+- [NC-06](/us/states/nc/districts/06.md) — 35% (congressional)
+- [NC Senate District 31](/us/states/nc/districts/senate/31.md) — 72% (state senate)
+- [NC Senate District 32](/us/states/nc/districts/senate/32.md) — 28% (state senate)
+- [NC House District 74](/us/states/nc/districts/house/74.md) — 32% (state house)
+- [NC House District 75](/us/states/nc/districts/house/75.md) — 29% (state house)
+- [NC House District 91](/us/states/nc/districts/house/91.md) — 18% (state house)
+- [NC House District 71](/us/states/nc/districts/house/71.md) — 11% (state house)
+- [NC House District 72](/us/states/nc/districts/house/72.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/franklin/index.md b/data/jurisdictions/us/states/nc/counties/franklin/index.md
index 7d96a83653..4a8dcb320c 100644
--- a/data/jurisdictions/us/states/nc/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/nc/counties/franklin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 191
   hispanic: 8319
   bachelors_plus: 18700
+districts:
+  - to: "us/states/nc/districts/13"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/nc/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/7"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8319 |
 | Bachelor's or higher | 18700 |
 
+## Districts
+
+- [NC-13](/us/states/nc/districts/13.md) — 100% (congressional)
+- [NC Senate District 11](/us/states/nc/districts/senate/11.md) — 100% (state senate)
+- [NC House District 7](/us/states/nc/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/gaston/index.md b/data/jurisdictions/us/states/nc/counties/gaston/index.md
index f4e32726f5..74037f8f97 100644
--- a/data/jurisdictions/us/states/nc/counties/gaston/index.md
+++ b/data/jurisdictions/us/states/nc/counties/gaston/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 912
   hispanic: 23213
   bachelors_plus: 57085
+districts:
+  - to: "us/states/nc/districts/14"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/senate/43"
+    rel: in-district
+    area_weight: 0.8192
+  - to: "us/states/nc/districts/senate/44"
+    rel: in-district
+    area_weight: 0.1802
+  - to: "us/states/nc/districts/house/108"
+    rel: in-district
+    area_weight: 0.3948
+  - to: "us/states/nc/districts/house/110"
+    rel: in-district
+    area_weight: 0.3612
+  - to: "us/states/nc/districts/house/109"
+    rel: in-district
+    area_weight: 0.2433
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 23213 |
 | Bachelor's or higher | 57085 |
 
+## Districts
+
+- [NC-14](/us/states/nc/districts/14.md) — 100% (congressional)
+- [NC Senate District 43](/us/states/nc/districts/senate/43.md) — 82% (state senate)
+- [NC Senate District 44](/us/states/nc/districts/senate/44.md) — 18% (state senate)
+- [NC House District 108](/us/states/nc/districts/house/108.md) — 39% (state house)
+- [NC House District 110](/us/states/nc/districts/house/110.md) — 36% (state house)
+- [NC House District 109](/us/states/nc/districts/house/109.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/gates/index.md b/data/jurisdictions/us/states/nc/counties/gates/index.md
index 25838e3ea6..312aabd8ad 100644
--- a/data/jurisdictions/us/states/nc/counties/gates/index.md
+++ b/data/jurisdictions/us/states/nc/counties/gates/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 56
   hispanic: 225
   bachelors_plus: 1154
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/nc/districts/house/5"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 225 |
 | Bachelor's or higher | 1154 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 1](/us/states/nc/districts/senate/1.md) — 100% (state senate)
+- [NC House District 5](/us/states/nc/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/graham/index.md b/data/jurisdictions/us/states/nc/counties/graham/index.md
index 56abe89166..da3ef446c2 100644
--- a/data/jurisdictions/us/states/nc/counties/graham/index.md
+++ b/data/jurisdictions/us/states/nc/counties/graham/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 817
   hispanic: 240
   bachelors_plus: 1379
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/nc/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/nc/districts/house/120"
+    rel: in-district
+    area_weight: 0.9988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 240 |
 | Bachelor's or higher | 1379 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 50](/us/states/nc/districts/senate/50.md) — 100% (state senate)
+- [NC House District 120](/us/states/nc/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/granville/index.md b/data/jurisdictions/us/states/nc/counties/granville/index.md
index bc409dcdf2..5040daa9bf 100644
--- a/data/jurisdictions/us/states/nc/counties/granville/index.md
+++ b/data/jurisdictions/us/states/nc/counties/granville/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 274
   hispanic: 6751
   bachelors_plus: 14675
+districts:
+  - to: "us/states/nc/districts/13"
+    rel: in-district
+    area_weight: 0.9415
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.0581
+  - to: "us/states/nc/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/32"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 6751 |
 | Bachelor's or higher | 14675 |
 
+## Districts
+
+- [NC-13](/us/states/nc/districts/13.md) — 94% (congressional)
+- [NC-01](/us/states/nc/districts/01.md) — 6% (congressional)
+- [NC Senate District 18](/us/states/nc/districts/senate/18.md) — 100% (state senate)
+- [NC House District 32](/us/states/nc/districts/house/32.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/greene/index.md b/data/jurisdictions/us/states/nc/counties/greene/index.md
index 2bd1ee58c7..44fde6cfec 100644
--- a/data/jurisdictions/us/states/nc/counties/greene/index.md
+++ b/data/jurisdictions/us/states/nc/counties/greene/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 221
   hispanic: 3166
   bachelors_plus: 2227
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/nc/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/house/12"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3166 |
 | Bachelor's or higher | 2227 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 4](/us/states/nc/districts/senate/4.md) — 100% (state senate)
+- [NC House District 12](/us/states/nc/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/guilford/index.md b/data/jurisdictions/us/states/nc/counties/guilford/index.md
index ed6c647638..a9a41642bf 100644
--- a/data/jurisdictions/us/states/nc/counties/guilford/index.md
+++ b/data/jurisdictions/us/states/nc/counties/guilford/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 1585
   hispanic: 55083
   bachelors_plus: 195459
+districts:
+  - to: "us/states/nc/districts/09"
+    rel: in-district
+    area_weight: 0.5404
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.3044
+  - to: "us/states/nc/districts/06"
+    rel: in-district
+    area_weight: 0.1553
+  - to: "us/states/nc/districts/senate/26"
+    rel: in-district
+    area_weight: 0.6278
+  - to: "us/states/nc/districts/senate/27"
+    rel: in-district
+    area_weight: 0.2307
+  - to: "us/states/nc/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1415
+  - to: "us/states/nc/districts/house/59"
+    rel: in-district
+    area_weight: 0.4905
+  - to: "us/states/nc/districts/house/62"
+    rel: in-district
+    area_weight: 0.2427
+  - to: "us/states/nc/districts/house/58"
+    rel: in-district
+    area_weight: 0.0833
+  - to: "us/states/nc/districts/house/57"
+    rel: in-district
+    area_weight: 0.0751
+  - to: "us/states/nc/districts/house/60"
+    rel: in-district
+    area_weight: 0.0673
+  - to: "us/states/nc/districts/house/61"
+    rel: in-district
+    area_weight: 0.041
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 55083 |
 | Bachelor's or higher | 195459 |
 
+## Districts
+
+- [NC-09](/us/states/nc/districts/09.md) — 54% (congressional)
+- [NC-05](/us/states/nc/districts/05.md) — 30% (congressional)
+- [NC-06](/us/states/nc/districts/06.md) — 16% (congressional)
+- [NC Senate District 26](/us/states/nc/districts/senate/26.md) — 63% (state senate)
+- [NC Senate District 27](/us/states/nc/districts/senate/27.md) — 23% (state senate)
+- [NC Senate District 28](/us/states/nc/districts/senate/28.md) — 14% (state senate)
+- [NC House District 59](/us/states/nc/districts/house/59.md) — 49% (state house)
+- [NC House District 62](/us/states/nc/districts/house/62.md) — 24% (state house)
+- [NC House District 58](/us/states/nc/districts/house/58.md) — 8% (state house)
+- [NC House District 57](/us/states/nc/districts/house/57.md) — 8% (state house)
+- [NC House District 60](/us/states/nc/districts/house/60.md) — 7% (state house)
+- [NC House District 61](/us/states/nc/districts/house/61.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/halifax/index.md b/data/jurisdictions/us/states/nc/counties/halifax/index.md
index 26e17f4185..c7bbf51aab 100644
--- a/data/jurisdictions/us/states/nc/counties/halifax/index.md
+++ b/data/jurisdictions/us/states/nc/counties/halifax/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1378
   hispanic: 1612
   bachelors_plus: 7258
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nc/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/house/27"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1612 |
 | Bachelor's or higher | 7258 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 2](/us/states/nc/districts/senate/2.md) — 100% (state senate)
+- [NC House District 27](/us/states/nc/districts/house/27.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/harnett/index.md b/data/jurisdictions/us/states/nc/counties/harnett/index.md
index c9bb004561..88bf655854 100644
--- a/data/jurisdictions/us/states/nc/counties/harnett/index.md
+++ b/data/jurisdictions/us/states/nc/counties/harnett/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1674
   hispanic: 21043
   bachelors_plus: 30283
+districts:
+  - to: "us/states/nc/districts/13"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/nc/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/6"
+    rel: in-district
+    area_weight: 0.748
+  - to: "us/states/nc/districts/house/53"
+    rel: in-district
+    area_weight: 0.2516
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 21043 |
 | Bachelor's or higher | 30283 |
 
+## Districts
+
+- [NC-13](/us/states/nc/districts/13.md) — 100% (congressional)
+- [NC Senate District 12](/us/states/nc/districts/senate/12.md) — 100% (state senate)
+- [NC House District 6](/us/states/nc/districts/house/6.md) — 75% (state house)
+- [NC House District 53](/us/states/nc/districts/house/53.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/haywood/index.md b/data/jurisdictions/us/states/nc/counties/haywood/index.md
index 2a371d5906..673ec0e4f8 100644
--- a/data/jurisdictions/us/states/nc/counties/haywood/index.md
+++ b/data/jurisdictions/us/states/nc/counties/haywood/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 414
   hispanic: 3103
   bachelors_plus: 19499
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/senate/50"
+    rel: in-district
+    area_weight: 0.7374
+  - to: "us/states/nc/districts/senate/47"
+    rel: in-district
+    area_weight: 0.2621
+  - to: "us/states/nc/districts/house/118"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3103 |
 | Bachelor's or higher | 19499 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 50](/us/states/nc/districts/senate/50.md) — 74% (state senate)
+- [NC Senate District 47](/us/states/nc/districts/senate/47.md) — 26% (state senate)
+- [NC House District 118](/us/states/nc/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/henderson/index.md b/data/jurisdictions/us/states/nc/counties/henderson/index.md
index 55c9f2c8de..809cc30825 100644
--- a/data/jurisdictions/us/states/nc/counties/henderson/index.md
+++ b/data/jurisdictions/us/states/nc/counties/henderson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1524
   hispanic: 15507
   bachelors_plus: 44465
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/nc/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/nc/districts/house/117"
+    rel: in-district
+    area_weight: 0.6671
+  - to: "us/states/nc/districts/house/113"
+    rel: in-district
+    area_weight: 0.3317
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 15507 |
 | Bachelor's or higher | 44465 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 48](/us/states/nc/districts/senate/48.md) — 100% (state senate)
+- [NC House District 117](/us/states/nc/districts/house/117.md) — 67% (state house)
+- [NC House District 113](/us/states/nc/districts/house/113.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/hertford/index.md b/data/jurisdictions/us/states/nc/counties/hertford/index.md
index 19ad96a440..642b4ec44e 100644
--- a/data/jurisdictions/us/states/nc/counties/hertford/index.md
+++ b/data/jurisdictions/us/states/nc/counties/hertford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 342
   hispanic: 1274
   bachelors_plus: 3189
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.996
+  - to: "us/states/nc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9953
+  - to: "us/states/nc/districts/house/5"
+    rel: in-district
+    area_weight: 0.9951
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1274 |
 | Bachelor's or higher | 3189 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 1](/us/states/nc/districts/senate/1.md) — 100% (state senate)
+- [NC House District 5](/us/states/nc/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/hoke/index.md b/data/jurisdictions/us/states/nc/counties/hoke/index.md
index f78a60bcf7..9c56a3e520 100644
--- a/data/jurisdictions/us/states/nc/counties/hoke/index.md
+++ b/data/jurisdictions/us/states/nc/counties/hoke/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3741
   hispanic: 8415
   bachelors_plus: 10904
+districts:
+  - to: "us/states/nc/districts/09"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/nc/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/house/48"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 8415 |
 | Bachelor's or higher | 10904 |
 
+## Districts
+
+- [NC-09](/us/states/nc/districts/09.md) — 100% (congressional)
+- [NC Senate District 24](/us/states/nc/districts/senate/24.md) — 100% (state senate)
+- [NC House District 48](/us/states/nc/districts/house/48.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/hyde/index.md b/data/jurisdictions/us/states/nc/counties/hyde/index.md
index 321a6548fa..8731fe1263 100644
--- a/data/jurisdictions/us/states/nc/counties/hyde/index.md
+++ b/data/jurisdictions/us/states/nc/counties/hyde/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 67
   hispanic: 464
   bachelors_plus: 675
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 0.5155
+  - to: "us/states/nc/districts/senate/2"
+    rel: in-district
+    area_weight: 0.4832
+  - to: "us/states/nc/districts/house/79"
+    rel: in-district
+    area_weight: 0.4832
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 464 |
 | Bachelor's or higher | 675 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 52% (congressional)
+- [NC Senate District 2](/us/states/nc/districts/senate/2.md) — 48% (state senate)
+- [NC House District 79](/us/states/nc/districts/house/79.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/iredell/index.md b/data/jurisdictions/us/states/nc/counties/iredell/index.md
index 2086d220a6..ed5e43dbda 100644
--- a/data/jurisdictions/us/states/nc/counties/iredell/index.md
+++ b/data/jurisdictions/us/states/nc/counties/iredell/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 351
   hispanic: 18191
   bachelors_plus: 62122
+districts:
+  - to: "us/states/nc/districts/10"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/nc/districts/senate/37"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/house/84"
+    rel: in-district
+    area_weight: 0.7397
+  - to: "us/states/nc/districts/house/95"
+    rel: in-district
+    area_weight: 0.1659
+  - to: "us/states/nc/districts/house/89"
+    rel: in-district
+    area_weight: 0.0943
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 18191 |
 | Bachelor's or higher | 62122 |
 
+## Districts
+
+- [NC-10](/us/states/nc/districts/10.md) — 100% (congressional)
+- [NC Senate District 37](/us/states/nc/districts/senate/37.md) — 100% (state senate)
+- [NC House District 84](/us/states/nc/districts/house/84.md) — 74% (state house)
+- [NC House District 95](/us/states/nc/districts/house/95.md) — 17% (state house)
+- [NC House District 89](/us/states/nc/districts/house/89.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/jackson/index.md b/data/jurisdictions/us/states/nc/counties/jackson/index.md
index 04fabd3471..bab82feb79 100644
--- a/data/jurisdictions/us/states/nc/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/nc/counties/jackson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2907
   hispanic: 3500
   bachelors_plus: 12517
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nc/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nc/districts/house/119"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3500 |
 | Bachelor's or higher | 12517 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 50](/us/states/nc/districts/senate/50.md) — 100% (state senate)
+- [NC House District 119](/us/states/nc/districts/house/119.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/johnston/index.md b/data/jurisdictions/us/states/nc/counties/johnston/index.md
index f7142beaeb..e244177c39 100644
--- a/data/jurisdictions/us/states/nc/counties/johnston/index.md
+++ b/data/jurisdictions/us/states/nc/counties/johnston/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2293
   hispanic: 39336
   bachelors_plus: 58326
+districts:
+  - to: "us/states/nc/districts/13"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/nc/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/28"
+    rel: in-district
+    area_weight: 0.6514
+  - to: "us/states/nc/districts/house/26"
+    rel: in-district
+    area_weight: 0.2538
+  - to: "us/states/nc/districts/house/53"
+    rel: in-district
+    area_weight: 0.0946
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 39336 |
 | Bachelor's or higher | 58326 |
 
+## Districts
+
+- [NC-13](/us/states/nc/districts/13.md) — 100% (congressional)
+- [NC Senate District 10](/us/states/nc/districts/senate/10.md) — 100% (state senate)
+- [NC House District 28](/us/states/nc/districts/house/28.md) — 65% (state house)
+- [NC House District 26](/us/states/nc/districts/house/26.md) — 25% (state house)
+- [NC House District 53](/us/states/nc/districts/house/53.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/jones/index.md b/data/jurisdictions/us/states/nc/counties/jones/index.md
index 6227602e82..b95180ab24 100644
--- a/data/jurisdictions/us/states/nc/counties/jones/index.md
+++ b/data/jurisdictions/us/states/nc/counties/jones/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 43
   hispanic: 471
   bachelors_plus: 1714
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nc/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/house/12"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 471 |
 | Bachelor's or higher | 1714 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 100% (congressional)
+- [NC Senate District 9](/us/states/nc/districts/senate/9.md) — 100% (state senate)
+- [NC House District 12](/us/states/nc/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/lee/index.md b/data/jurisdictions/us/states/nc/counties/lee/index.md
index 542fbc3310..526f36b55c 100644
--- a/data/jurisdictions/us/states/nc/counties/lee/index.md
+++ b/data/jurisdictions/us/states/nc/counties/lee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 155
   hispanic: 14286
   bachelors_plus: 12750
+districts:
+  - to: "us/states/nc/districts/13"
+    rel: in-district
+    area_weight: 0.9918
+  - to: "us/states/nc/districts/09"
+    rel: in-district
+    area_weight: 0.0082
+  - to: "us/states/nc/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/house/51"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 14286 |
 | Bachelor's or higher | 12750 |
 
+## Districts
+
+- [NC-13](/us/states/nc/districts/13.md) — 99% (congressional)
+- [NC-09](/us/states/nc/districts/09.md) — 1% (congressional)
+- [NC Senate District 12](/us/states/nc/districts/senate/12.md) — 100% (state senate)
+- [NC House District 51](/us/states/nc/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/lenoir/index.md b/data/jurisdictions/us/states/nc/counties/lenoir/index.md
index 6d77e88261..154a6965ae 100644
--- a/data/jurisdictions/us/states/nc/counties/lenoir/index.md
+++ b/data/jurisdictions/us/states/nc/counties/lenoir/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 139
   hispanic: 4843
   bachelors_plus: 8499
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/nc/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/12"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4843 |
 | Bachelor's or higher | 8499 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 3](/us/states/nc/districts/senate/3.md) — 100% (state senate)
+- [NC House District 12](/us/states/nc/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/lincoln/index.md b/data/jurisdictions/us/states/nc/counties/lincoln/index.md
index 908bbda9a4..abe6441b59 100644
--- a/data/jurisdictions/us/states/nc/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/nc/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 300
   hispanic: 7542
   bachelors_plus: 24776
+districts:
+  - to: "us/states/nc/districts/10"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/nc/districts/senate/44"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/97"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7542 |
 | Bachelor's or higher | 24776 |
 
+## Districts
+
+- [NC-10](/us/states/nc/districts/10.md) — 100% (congressional)
+- [NC Senate District 44](/us/states/nc/districts/senate/44.md) — 100% (state senate)
+- [NC House District 97](/us/states/nc/districts/house/97.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/macon/index.md b/data/jurisdictions/us/states/nc/counties/macon/index.md
index 85ce1853dd..373c4ece3d 100644
--- a/data/jurisdictions/us/states/nc/counties/macon/index.md
+++ b/data/jurisdictions/us/states/nc/counties/macon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 141
   hispanic: 3806
   bachelors_plus: 11054
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/120"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3806 |
 | Bachelor's or higher | 11054 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 50](/us/states/nc/districts/senate/50.md) — 100% (state senate)
+- [NC House District 120](/us/states/nc/districts/house/120.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/madison/index.md b/data/jurisdictions/us/states/nc/counties/madison/index.md
index 0ee860f06b..79b7d1f49f 100644
--- a/data/jurisdictions/us/states/nc/counties/madison/index.md
+++ b/data/jurisdictions/us/states/nc/counties/madison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 796
   bachelors_plus: 6902
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/nc/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/nc/districts/house/118"
+    rel: in-district
+    area_weight: 0.9986
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 796 |
 | Bachelor's or higher | 6902 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 47](/us/states/nc/districts/senate/47.md) — 100% (state senate)
+- [NC House District 118](/us/states/nc/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/martin/index.md b/data/jurisdictions/us/states/nc/counties/martin/index.md
index f23bbf6bcd..01230c68c1 100644
--- a/data/jurisdictions/us/states/nc/counties/martin/index.md
+++ b/data/jurisdictions/us/states/nc/counties/martin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 963
   bachelors_plus: 3344
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/house/23"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 963 |
 | Bachelor's or higher | 3344 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 2](/us/states/nc/districts/senate/2.md) — 100% (state senate)
+- [NC House District 23](/us/states/nc/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/mcdowell/index.md b/data/jurisdictions/us/states/nc/counties/mcdowell/index.md
index 65d650023c..0e6fafa6dc 100644
--- a/data/jurisdictions/us/states/nc/counties/mcdowell/index.md
+++ b/data/jurisdictions/us/states/nc/counties/mcdowell/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 196
   hispanic: 3170
   bachelors_plus: 7837
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9965
+  - to: "us/states/nc/districts/senate/46"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/85"
+    rel: in-district
+    area_weight: 0.8264
+  - to: "us/states/nc/districts/house/113"
+    rel: in-district
+    area_weight: 0.1734
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3170 |
 | Bachelor's or higher | 7837 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 46](/us/states/nc/districts/senate/46.md) — 100% (state senate)
+- [NC House District 85](/us/states/nc/districts/house/85.md) — 83% (state house)
+- [NC House District 113](/us/states/nc/districts/house/113.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/mecklenburg/index.md b/data/jurisdictions/us/states/nc/counties/mecklenburg/index.md
index 24e564569c..54a1b7affa 100644
--- a/data/jurisdictions/us/states/nc/counties/mecklenburg/index.md
+++ b/data/jurisdictions/us/states/nc/counties/mecklenburg/index.md
@@ -22,9 +22,78 @@ demographics:
   race_native: 5349
   hispanic: 184569
   bachelors_plus: 526518
+districts:
+  - to: "us/states/nc/districts/12"
+    rel: in-district
+    area_weight: 0.5022
+  - to: "us/states/nc/districts/14"
+    rel: in-district
+    area_weight: 0.3608
+  - to: "us/states/nc/districts/08"
+    rel: in-district
+    area_weight: 0.1364
+  - to: "us/states/nc/districts/senate/38"
+    rel: in-district
+    area_weight: 0.2475
+  - to: "us/states/nc/districts/senate/39"
+    rel: in-district
+    area_weight: 0.208
+  - to: "us/states/nc/districts/senate/42"
+    rel: in-district
+    area_weight: 0.1933
+  - to: "us/states/nc/districts/senate/41"
+    rel: in-district
+    area_weight: 0.1625
+  - to: "us/states/nc/districts/senate/40"
+    rel: in-district
+    area_weight: 0.1351
+  - to: "us/states/nc/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0532
+  - to: "us/states/nc/districts/house/92"
+    rel: in-district
+    area_weight: 0.1314
+  - to: "us/states/nc/districts/house/101"
+    rel: in-district
+    area_weight: 0.127
+  - to: "us/states/nc/districts/house/98"
+    rel: in-district
+    area_weight: 0.1227
+  - to: "us/states/nc/districts/house/105"
+    rel: in-district
+    area_weight: 0.111
+  - to: "us/states/nc/districts/house/106"
+    rel: in-district
+    area_weight: 0.0739
+  - to: "us/states/nc/districts/house/107"
+    rel: in-district
+    area_weight: 0.0687
+  - to: "us/states/nc/districts/house/112"
+    rel: in-district
+    area_weight: 0.0652
+  - to: "us/states/nc/districts/house/103"
+    rel: in-district
+    area_weight: 0.0593
+  - to: "us/states/nc/districts/house/99"
+    rel: in-district
+    area_weight: 0.0525
+  - to: "us/states/nc/districts/house/100"
+    rel: in-district
+    area_weight: 0.0521
+  - to: "us/states/nc/districts/house/104"
+    rel: in-district
+    area_weight: 0.0499
+  - to: "us/states/nc/districts/house/88"
+    rel: in-district
+    area_weight: 0.0481
+  - to: "us/states/nc/districts/house/102"
+    rel: in-district
+    area_weight: 0.0377
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +125,32 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 184569 |
 | Bachelor's or higher | 526518 |
 
+## Districts
+
+- [NC-12](/us/states/nc/districts/12.md) — 50% (congressional)
+- [NC-14](/us/states/nc/districts/14.md) — 36% (congressional)
+- [NC-08](/us/states/nc/districts/08.md) — 14% (congressional)
+- [NC Senate District 38](/us/states/nc/districts/senate/38.md) — 25% (state senate)
+- [NC Senate District 39](/us/states/nc/districts/senate/39.md) — 21% (state senate)
+- [NC Senate District 42](/us/states/nc/districts/senate/42.md) — 19% (state senate)
+- [NC Senate District 41](/us/states/nc/districts/senate/41.md) — 16% (state senate)
+- [NC Senate District 40](/us/states/nc/districts/senate/40.md) — 14% (state senate)
+- [NC Senate District 37](/us/states/nc/districts/senate/37.md) — 5% (state senate)
+- [NC House District 92](/us/states/nc/districts/house/92.md) — 13% (state house)
+- [NC House District 101](/us/states/nc/districts/house/101.md) — 13% (state house)
+- [NC House District 98](/us/states/nc/districts/house/98.md) — 12% (state house)
+- [NC House District 105](/us/states/nc/districts/house/105.md) — 11% (state house)
+- [NC House District 106](/us/states/nc/districts/house/106.md) — 7% (state house)
+- [NC House District 107](/us/states/nc/districts/house/107.md) — 7% (state house)
+- [NC House District 112](/us/states/nc/districts/house/112.md) — 7% (state house)
+- [NC House District 103](/us/states/nc/districts/house/103.md) — 6% (state house)
+- [NC House District 99](/us/states/nc/districts/house/99.md) — 5% (state house)
+- [NC House District 100](/us/states/nc/districts/house/100.md) — 5% (state house)
+- [NC House District 104](/us/states/nc/districts/house/104.md) — 5% (state house)
+- [NC House District 88](/us/states/nc/districts/house/88.md) — 5% (state house)
+- [NC House District 102](/us/states/nc/districts/house/102.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/mitchell/index.md b/data/jurisdictions/us/states/nc/counties/mitchell/index.md
index 744fccd7ed..185e48c40d 100644
--- a/data/jurisdictions/us/states/nc/counties/mitchell/index.md
+++ b/data/jurisdictions/us/states/nc/counties/mitchell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 42
   hispanic: 836
   bachelors_plus: 3777
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/nc/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/nc/districts/house/85"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 836 |
 | Bachelor's or higher | 3777 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 47](/us/states/nc/districts/senate/47.md) — 100% (state senate)
+- [NC House District 85](/us/states/nc/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/montgomery/index.md b/data/jurisdictions/us/states/nc/counties/montgomery/index.md
index cbb6c8e1b6..227a8a8869 100644
--- a/data/jurisdictions/us/states/nc/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/nc/counties/montgomery/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 326
   hispanic: 4115
   bachelors_plus: 4941
+districts:
+  - to: "us/states/nc/districts/08"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/house/67"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4115 |
 | Bachelor's or higher | 4941 |
 
+## Districts
+
+- [NC-08](/us/states/nc/districts/08.md) — 100% (congressional)
+- [NC Senate District 29](/us/states/nc/districts/senate/29.md) — 100% (state senate)
+- [NC House District 67](/us/states/nc/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/moore/index.md b/data/jurisdictions/us/states/nc/counties/moore/index.md
index 9e404c725e..7fb242c25e 100644
--- a/data/jurisdictions/us/states/nc/counties/moore/index.md
+++ b/data/jurisdictions/us/states/nc/counties/moore/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 474
   hispanic: 8196
   bachelors_plus: 44451
+districts:
+  - to: "us/states/nc/districts/09"
+    rel: in-district
+    area_weight: 0.9954
+  - to: "us/states/nc/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/house/78"
+    rel: in-district
+    area_weight: 0.4711
+  - to: "us/states/nc/districts/house/51"
+    rel: in-district
+    area_weight: 0.3284
+  - to: "us/states/nc/districts/house/52"
+    rel: in-district
+    area_weight: 0.2003
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 8196 |
 | Bachelor's or higher | 44451 |
 
+## Districts
+
+- [NC-09](/us/states/nc/districts/09.md) — 100% (congressional)
+- [NC Senate District 21](/us/states/nc/districts/senate/21.md) — 100% (state senate)
+- [NC House District 78](/us/states/nc/districts/house/78.md) — 47% (state house)
+- [NC House District 51](/us/states/nc/districts/house/51.md) — 33% (state house)
+- [NC House District 52](/us/states/nc/districts/house/52.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/nash/index.md b/data/jurisdictions/us/states/nc/counties/nash/index.md
index 09127fc6fe..6a56c9f07c 100644
--- a/data/jurisdictions/us/states/nc/counties/nash/index.md
+++ b/data/jurisdictions/us/states/nc/counties/nash/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 620
   hispanic: 7925
   bachelors_plus: 19714
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/nc/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/25"
+    rel: in-district
+    area_weight: 0.9647
+  - to: "us/states/nc/districts/house/24"
+    rel: in-district
+    area_weight: 0.0349
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7925 |
 | Bachelor's or higher | 19714 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 11](/us/states/nc/districts/senate/11.md) — 100% (state senate)
+- [NC House District 25](/us/states/nc/districts/house/25.md) — 96% (state house)
+- [NC House District 24](/us/states/nc/districts/house/24.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/new-hanover/index.md b/data/jurisdictions/us/states/nc/counties/new-hanover/index.md
index bb4e922b68..fe69893640 100644
--- a/data/jurisdictions/us/states/nc/counties/new-hanover/index.md
+++ b/data/jurisdictions/us/states/nc/counties/new-hanover/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 405
   hispanic: 18547
   bachelors_plus: 100756
+districts:
+  - to: "us/states/nc/districts/07"
+    rel: in-district
+    area_weight: 0.6638
+  - to: "us/states/nc/districts/senate/7"
+    rel: in-district
+    area_weight: 0.6363
+  - to: "us/states/nc/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0306
+  - to: "us/states/nc/districts/house/20"
+    rel: in-district
+    area_weight: 0.4082
+  - to: "us/states/nc/districts/house/19"
+    rel: in-district
+    area_weight: 0.1371
+  - to: "us/states/nc/districts/house/18"
+    rel: in-district
+    area_weight: 0.1215
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 18547 |
 | Bachelor's or higher | 100756 |
 
+## Districts
+
+- [NC-07](/us/states/nc/districts/07.md) — 66% (congressional)
+- [NC Senate District 7](/us/states/nc/districts/senate/7.md) — 64% (state senate)
+- [NC Senate District 8](/us/states/nc/districts/senate/8.md) — 3% (state senate)
+- [NC House District 20](/us/states/nc/districts/house/20.md) — 41% (state house)
+- [NC House District 19](/us/states/nc/districts/house/19.md) — 14% (state house)
+- [NC House District 18](/us/states/nc/districts/house/18.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/northampton/index.md b/data/jurisdictions/us/states/nc/counties/northampton/index.md
index 528b21e73c..112ca671ab 100644
--- a/data/jurisdictions/us/states/nc/counties/northampton/index.md
+++ b/data/jurisdictions/us/states/nc/counties/northampton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 50
   hispanic: 407
   bachelors_plus: 3180
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/27"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 407 |
 | Bachelor's or higher | 3180 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 1](/us/states/nc/districts/senate/1.md) — 100% (state senate)
+- [NC House District 27](/us/states/nc/districts/house/27.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/onslow/index.md b/data/jurisdictions/us/states/nc/counties/onslow/index.md
index ada6c84dbb..e39c1a8ce6 100644
--- a/data/jurisdictions/us/states/nc/counties/onslow/index.md
+++ b/data/jurisdictions/us/states/nc/counties/onslow/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1465
   hispanic: 29152
   bachelors_plus: 40106
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 0.8993
+  - to: "us/states/nc/districts/senate/6"
+    rel: in-district
+    area_weight: 0.8853
+  - to: "us/states/nc/districts/house/14"
+    rel: in-district
+    area_weight: 0.3528
+  - to: "us/states/nc/districts/house/15"
+    rel: in-district
+    area_weight: 0.3376
+  - to: "us/states/nc/districts/house/16"
+    rel: in-district
+    area_weight: 0.1949
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 29152 |
 | Bachelor's or higher | 40106 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 90% (congressional)
+- [NC Senate District 6](/us/states/nc/districts/senate/6.md) — 89% (state senate)
+- [NC House District 14](/us/states/nc/districts/house/14.md) — 35% (state house)
+- [NC House District 15](/us/states/nc/districts/house/15.md) — 34% (state house)
+- [NC House District 16](/us/states/nc/districts/house/16.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/orange/index.md b/data/jurisdictions/us/states/nc/counties/orange/index.md
index 6311265d55..e8bf335f68 100644
--- a/data/jurisdictions/us/states/nc/counties/orange/index.md
+++ b/data/jurisdictions/us/states/nc/counties/orange/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 775
   hispanic: 15914
   bachelors_plus: 90959
+districts:
+  - to: "us/states/nc/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nc/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nc/districts/house/50"
+    rel: in-district
+    area_weight: 0.8602
+  - to: "us/states/nc/districts/house/56"
+    rel: in-district
+    area_weight: 0.1397
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 15914 |
 | Bachelor's or higher | 90959 |
 
+## Districts
+
+- [NC-04](/us/states/nc/districts/04.md) — 100% (congressional)
+- [NC Senate District 23](/us/states/nc/districts/senate/23.md) — 100% (state senate)
+- [NC House District 50](/us/states/nc/districts/house/50.md) — 86% (state house)
+- [NC House District 56](/us/states/nc/districts/house/56.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/pamlico/index.md b/data/jurisdictions/us/states/nc/counties/pamlico/index.md
index 5ecf3ae692..6f694133ac 100644
--- a/data/jurisdictions/us/states/nc/counties/pamlico/index.md
+++ b/data/jurisdictions/us/states/nc/counties/pamlico/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 600
   bachelors_plus: 3705
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 0.6888
+  - to: "us/states/nc/districts/senate/2"
+    rel: in-district
+    area_weight: 0.6495
+  - to: "us/states/nc/districts/house/79"
+    rel: in-district
+    area_weight: 0.6495
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 600 |
 | Bachelor's or higher | 3705 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 69% (congressional)
+- [NC Senate District 2](/us/states/nc/districts/senate/2.md) — 65% (state senate)
+- [NC House District 79](/us/states/nc/districts/house/79.md) — 65% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/pasquotank/index.md b/data/jurisdictions/us/states/nc/counties/pasquotank/index.md
index 487c2981d2..307bd2bf9d 100644
--- a/data/jurisdictions/us/states/nc/counties/pasquotank/index.md
+++ b/data/jurisdictions/us/states/nc/counties/pasquotank/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 198
   hispanic: 2469
   bachelors_plus: 10250
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.8047
+  - to: "us/states/nc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.8001
+  - to: "us/states/nc/districts/house/5"
+    rel: in-district
+    area_weight: 0.8
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2469 |
 | Bachelor's or higher | 10250 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 80% (congressional)
+- [NC Senate District 1](/us/states/nc/districts/senate/1.md) — 80% (state senate)
+- [NC House District 5](/us/states/nc/districts/house/5.md) — 80% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/pender/index.md b/data/jurisdictions/us/states/nc/counties/pender/index.md
index 5551cff635..a915bf70d9 100644
--- a/data/jurisdictions/us/states/nc/counties/pender/index.md
+++ b/data/jurisdictions/us/states/nc/counties/pender/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 193
   hispanic: 5787
   bachelors_plus: 18869
+districts:
+  - to: "us/states/nc/districts/07"
+    rel: in-district
+    area_weight: 0.9434
+  - to: "us/states/nc/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9443
+  - to: "us/states/nc/districts/house/16"
+    rel: in-district
+    area_weight: 0.9442
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5787 |
 | Bachelor's or higher | 18869 |
 
+## Districts
+
+- [NC-07](/us/states/nc/districts/07.md) — 94% (congressional)
+- [NC Senate District 9](/us/states/nc/districts/senate/9.md) — 94% (state senate)
+- [NC House District 16](/us/states/nc/districts/house/16.md) — 94% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/perquimans/index.md b/data/jurisdictions/us/states/nc/counties/perquimans/index.md
index 526405d338..166e528253 100644
--- a/data/jurisdictions/us/states/nc/counties/perquimans/index.md
+++ b/data/jurisdictions/us/states/nc/counties/perquimans/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 424
   bachelors_plus: 3063
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.7771
+  - to: "us/states/nc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.7658
+  - to: "us/states/nc/districts/house/1"
+    rel: in-district
+    area_weight: 0.7657
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 424 |
 | Bachelor's or higher | 3063 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 78% (congressional)
+- [NC Senate District 1](/us/states/nc/districts/senate/1.md) — 77% (state senate)
+- [NC House District 1](/us/states/nc/districts/house/1.md) — 77% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/person/index.md b/data/jurisdictions/us/states/nc/counties/person/index.md
index 8a39b30559..b5bc90c450 100644
--- a/data/jurisdictions/us/states/nc/counties/person/index.md
+++ b/data/jurisdictions/us/states/nc/counties/person/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 43
   hispanic: 2499
   bachelors_plus: 7237
+districts:
+  - to: "us/states/nc/districts/13"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nc/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/house/2"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2499 |
 | Bachelor's or higher | 7237 |
 
+## Districts
+
+- [NC-13](/us/states/nc/districts/13.md) — 100% (congressional)
+- [NC Senate District 23](/us/states/nc/districts/senate/23.md) — 100% (state senate)
+- [NC House District 2](/us/states/nc/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/pitt/index.md b/data/jurisdictions/us/states/nc/counties/pitt/index.md
index 3403c0e1c8..1e67ccb566 100644
--- a/data/jurisdictions/us/states/nc/counties/pitt/index.md
+++ b/data/jurisdictions/us/states/nc/counties/pitt/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 663
   hispanic: 13948
   bachelors_plus: 51687
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 0.9969
+  - to: "us/states/nc/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/house/9"
+    rel: in-district
+    area_weight: 0.5961
+  - to: "us/states/nc/districts/house/8"
+    rel: in-district
+    area_weight: 0.4034
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 13948 |
 | Bachelor's or higher | 51687 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 100% (congressional)
+- [NC Senate District 5](/us/states/nc/districts/senate/5.md) — 100% (state senate)
+- [NC House District 9](/us/states/nc/districts/house/9.md) — 60% (state house)
+- [NC House District 8](/us/states/nc/districts/house/8.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/polk/index.md b/data/jurisdictions/us/states/nc/counties/polk/index.md
index f7e709d262..e954c02a9e 100644
--- a/data/jurisdictions/us/states/nc/counties/polk/index.md
+++ b/data/jurisdictions/us/states/nc/counties/polk/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 42
   hispanic: 1118
   bachelors_plus: 7924
+districts:
+  - to: "us/states/nc/districts/14"
+    rel: in-district
+    area_weight: 0.5198
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.4796
+  - to: "us/states/nc/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nc/districts/house/113"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1118 |
 | Bachelor's or higher | 7924 |
 
+## Districts
+
+- [NC-14](/us/states/nc/districts/14.md) — 52% (congressional)
+- [NC-11](/us/states/nc/districts/11.md) — 48% (congressional)
+- [NC Senate District 48](/us/states/nc/districts/senate/48.md) — 100% (state senate)
+- [NC House District 113](/us/states/nc/districts/house/113.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/randolph/index.md b/data/jurisdictions/us/states/nc/counties/randolph/index.md
index cf0073e989..fb2312e569 100644
--- a/data/jurisdictions/us/states/nc/counties/randolph/index.md
+++ b/data/jurisdictions/us/states/nc/counties/randolph/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 508
   hispanic: 20523
   bachelors_plus: 23346
+districts:
+  - to: "us/states/nc/districts/09"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/senate/29"
+    rel: in-district
+    area_weight: 0.7693
+  - to: "us/states/nc/districts/senate/25"
+    rel: in-district
+    area_weight: 0.2306
+  - to: "us/states/nc/districts/house/78"
+    rel: in-district
+    area_weight: 0.6281
+  - to: "us/states/nc/districts/house/70"
+    rel: in-district
+    area_weight: 0.303
+  - to: "us/states/nc/districts/house/54"
+    rel: in-district
+    area_weight: 0.0688
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 20523 |
 | Bachelor's or higher | 23346 |
 
+## Districts
+
+- [NC-09](/us/states/nc/districts/09.md) — 100% (congressional)
+- [NC Senate District 29](/us/states/nc/districts/senate/29.md) — 77% (state senate)
+- [NC Senate District 25](/us/states/nc/districts/senate/25.md) — 23% (state senate)
+- [NC House District 78](/us/states/nc/districts/house/78.md) — 63% (state house)
+- [NC House District 70](/us/states/nc/districts/house/70.md) — 30% (state house)
+- [NC House District 54](/us/states/nc/districts/house/54.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/richmond/index.md b/data/jurisdictions/us/states/nc/counties/richmond/index.md
index 2440dc3dde..2b82fce15f 100644
--- a/data/jurisdictions/us/states/nc/counties/richmond/index.md
+++ b/data/jurisdictions/us/states/nc/counties/richmond/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 846
   hispanic: 3297
   bachelors_plus: 6275
+districts:
+  - to: "us/states/nc/districts/08"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/nc/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/house/52"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3297 |
 | Bachelor's or higher | 6275 |
 
+## Districts
+
+- [NC-08](/us/states/nc/districts/08.md) — 100% (congressional)
+- [NC Senate District 29](/us/states/nc/districts/senate/29.md) — 100% (state senate)
+- [NC House District 52](/us/states/nc/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/robeson/index.md b/data/jurisdictions/us/states/nc/counties/robeson/index.md
index 2653ed2173..7c55fb61a4 100644
--- a/data/jurisdictions/us/states/nc/counties/robeson/index.md
+++ b/data/jurisdictions/us/states/nc/counties/robeson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 45465
   hispanic: 12723
   bachelors_plus: 14807
+districts:
+  - to: "us/states/nc/districts/08"
+    rel: in-district
+    area_weight: 0.5577
+  - to: "us/states/nc/districts/07"
+    rel: in-district
+    area_weight: 0.4423
+  - to: "us/states/nc/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/47"
+    rel: in-district
+    area_weight: 0.5972
+  - to: "us/states/nc/districts/house/46"
+    rel: in-district
+    area_weight: 0.4027
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12723 |
 | Bachelor's or higher | 14807 |
 
+## Districts
+
+- [NC-08](/us/states/nc/districts/08.md) — 56% (congressional)
+- [NC-07](/us/states/nc/districts/07.md) — 44% (congressional)
+- [NC Senate District 24](/us/states/nc/districts/senate/24.md) — 100% (state senate)
+- [NC House District 47](/us/states/nc/districts/house/47.md) — 60% (state house)
+- [NC House District 46](/us/states/nc/districts/house/46.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/rockingham/index.md b/data/jurisdictions/us/states/nc/counties/rockingham/index.md
index b96273f2da..c286202795 100644
--- a/data/jurisdictions/us/states/nc/counties/rockingham/index.md
+++ b/data/jurisdictions/us/states/nc/counties/rockingham/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 476
   hispanic: 6605
   bachelors_plus: 15130
+districts:
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nc/districts/house/65"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6605 |
 | Bachelor's or higher | 15130 |
 
+## Districts
+
+- [NC-05](/us/states/nc/districts/05.md) — 100% (congressional)
+- [NC Senate District 26](/us/states/nc/districts/senate/26.md) — 100% (state senate)
+- [NC House District 65](/us/states/nc/districts/house/65.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/rowan/index.md b/data/jurisdictions/us/states/nc/counties/rowan/index.md
index f7dc538fd7..bbfad159bd 100644
--- a/data/jurisdictions/us/states/nc/counties/rowan/index.md
+++ b/data/jurisdictions/us/states/nc/counties/rowan/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 798
   hispanic: 17788
   bachelors_plus: 31708
+districts:
+  - to: "us/states/nc/districts/06"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/76"
+    rel: in-district
+    area_weight: 0.5
+  - to: "us/states/nc/districts/house/77"
+    rel: in-district
+    area_weight: 0.2661
+  - to: "us/states/nc/districts/house/83"
+    rel: in-district
+    area_weight: 0.2337
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 17788 |
 | Bachelor's or higher | 31708 |
 
+## Districts
+
+- [NC-06](/us/states/nc/districts/06.md) — 100% (congressional)
+- [NC Senate District 33](/us/states/nc/districts/senate/33.md) — 100% (state senate)
+- [NC House District 76](/us/states/nc/districts/house/76.md) — 50% (state house)
+- [NC House District 77](/us/states/nc/districts/house/77.md) — 27% (state house)
+- [NC House District 83](/us/states/nc/districts/house/83.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/rutherford/index.md b/data/jurisdictions/us/states/nc/counties/rutherford/index.md
index 97d4f1b361..676c389c6a 100644
--- a/data/jurisdictions/us/states/nc/counties/rutherford/index.md
+++ b/data/jurisdictions/us/states/nc/counties/rutherford/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 145
   hispanic: 3698
   bachelors_plus: 14019
+districts:
+  - to: "us/states/nc/districts/14"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/nc/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/house/113"
+    rel: in-district
+    area_weight: 0.5446
+  - to: "us/states/nc/districts/house/111"
+    rel: in-district
+    area_weight: 0.455
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3698 |
 | Bachelor's or higher | 14019 |
 
+## Districts
+
+- [NC-14](/us/states/nc/districts/14.md) — 100% (congressional)
+- [NC Senate District 48](/us/states/nc/districts/senate/48.md) — 100% (state senate)
+- [NC House District 113](/us/states/nc/districts/house/113.md) — 54% (state house)
+- [NC House District 111](/us/states/nc/districts/house/111.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/sampson/index.md b/data/jurisdictions/us/states/nc/counties/sampson/index.md
index c3a2c96461..ff68096252 100644
--- a/data/jurisdictions/us/states/nc/counties/sampson/index.md
+++ b/data/jurisdictions/us/states/nc/counties/sampson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1230
   hispanic: 13098
   bachelors_plus: 8318
+districts:
+  - to: "us/states/nc/districts/03"
+    rel: in-district
+    area_weight: 0.8107
+  - to: "us/states/nc/districts/07"
+    rel: in-district
+    area_weight: 0.189
+  - to: "us/states/nc/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9591
+  - to: "us/states/nc/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0408
+  - to: "us/states/nc/districts/house/22"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 13098 |
 | Bachelor's or higher | 8318 |
 
+## Districts
+
+- [NC-03](/us/states/nc/districts/03.md) — 81% (congressional)
+- [NC-07](/us/states/nc/districts/07.md) — 19% (congressional)
+- [NC Senate District 9](/us/states/nc/districts/senate/9.md) — 96% (state senate)
+- [NC Senate District 12](/us/states/nc/districts/senate/12.md) — 4% (state senate)
+- [NC House District 22](/us/states/nc/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/scotland/index.md b/data/jurisdictions/us/states/nc/counties/scotland/index.md
index d5006650d3..875b646fe3 100644
--- a/data/jurisdictions/us/states/nc/counties/scotland/index.md
+++ b/data/jurisdictions/us/states/nc/counties/scotland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3907
   hispanic: 1349
   bachelors_plus: 5266
+districts:
+  - to: "us/states/nc/districts/08"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/nc/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nc/districts/house/48"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1349 |
 | Bachelor's or higher | 5266 |
 
+## Districts
+
+- [NC-08](/us/states/nc/districts/08.md) — 100% (congressional)
+- [NC Senate District 24](/us/states/nc/districts/senate/24.md) — 100% (state senate)
+- [NC House District 48](/us/states/nc/districts/house/48.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/stanly/index.md b/data/jurisdictions/us/states/nc/counties/stanly/index.md
index 8e95c081d7..a885c3d940 100644
--- a/data/jurisdictions/us/states/nc/counties/stanly/index.md
+++ b/data/jurisdictions/us/states/nc/counties/stanly/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 59
   hispanic: 3685
   bachelors_plus: 11505
+districts:
+  - to: "us/states/nc/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nc/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/67"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3685 |
 | Bachelor's or higher | 11505 |
 
+## Districts
+
+- [NC-08](/us/states/nc/districts/08.md) — 100% (congressional)
+- [NC Senate District 33](/us/states/nc/districts/senate/33.md) — 100% (state senate)
+- [NC House District 67](/us/states/nc/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/stokes/index.md b/data/jurisdictions/us/states/nc/counties/stokes/index.md
index 4326c50593..ae02cd2f30 100644
--- a/data/jurisdictions/us/states/nc/counties/stokes/index.md
+++ b/data/jurisdictions/us/states/nc/counties/stokes/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 82
   hispanic: 1730
   bachelors_plus: 8178
+districts:
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nc/districts/house/91"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1730 |
 | Bachelor's or higher | 8178 |
 
+## Districts
+
+- [NC-05](/us/states/nc/districts/05.md) — 100% (congressional)
+- [NC Senate District 31](/us/states/nc/districts/senate/31.md) — 100% (state senate)
+- [NC House District 91](/us/states/nc/districts/house/91.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/surry/index.md b/data/jurisdictions/us/states/nc/counties/surry/index.md
index ce551c4347..0967dcd6b0 100644
--- a/data/jurisdictions/us/states/nc/counties/surry/index.md
+++ b/data/jurisdictions/us/states/nc/counties/surry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 253
   hispanic: 8952
   bachelors_plus: 13954
+districts:
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/nc/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nc/districts/house/90"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8952 |
 | Bachelor's or higher | 13954 |
 
+## Districts
+
+- [NC-05](/us/states/nc/districts/05.md) — 100% (congressional)
+- [NC Senate District 36](/us/states/nc/districts/senate/36.md) — 100% (state senate)
+- [NC House District 90](/us/states/nc/districts/house/90.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/swain/index.md b/data/jurisdictions/us/states/nc/counties/swain/index.md
index 680f1c3cf5..74e4ecc67c 100644
--- a/data/jurisdictions/us/states/nc/counties/swain/index.md
+++ b/data/jurisdictions/us/states/nc/counties/swain/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3855
   hispanic: 767
   bachelors_plus: 3114
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/nc/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/nc/districts/house/119"
+    rel: in-district
+    area_weight: 0.9984
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 767 |
 | Bachelor's or higher | 3114 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 50](/us/states/nc/districts/senate/50.md) — 100% (state senate)
+- [NC House District 119](/us/states/nc/districts/house/119.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/transylvania/index.md b/data/jurisdictions/us/states/nc/counties/transylvania/index.md
index 4bd25a7a20..893c8f4170 100644
--- a/data/jurisdictions/us/states/nc/counties/transylvania/index.md
+++ b/data/jurisdictions/us/states/nc/counties/transylvania/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 1753
   bachelors_plus: 14380
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/nc/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nc/districts/house/119"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1753 |
 | Bachelor's or higher | 14380 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 50](/us/states/nc/districts/senate/50.md) — 100% (state senate)
+- [NC House District 119](/us/states/nc/districts/house/119.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/tyrrell/index.md b/data/jurisdictions/us/states/nc/counties/tyrrell/index.md
index 3839646946..f4c223d3ae 100644
--- a/data/jurisdictions/us/states/nc/counties/tyrrell/index.md
+++ b/data/jurisdictions/us/states/nc/counties/tyrrell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 263
   bachelors_plus: 509
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.6939
+  - to: "us/states/nc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.6851
+  - to: "us/states/nc/districts/house/1"
+    rel: in-district
+    area_weight: 0.6851
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 263 |
 | Bachelor's or higher | 509 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 69% (congressional)
+- [NC Senate District 1](/us/states/nc/districts/senate/1.md) — 69% (state senate)
+- [NC House District 1](/us/states/nc/districts/house/1.md) — 69% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/union/index.md b/data/jurisdictions/us/states/nc/counties/union/index.md
index fb6df475b0..65b664f303 100644
--- a/data/jurisdictions/us/states/nc/counties/union/index.md
+++ b/data/jurisdictions/us/states/nc/counties/union/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 1319
   hispanic: 33636
   bachelors_plus: 89028
+districts:
+  - to: "us/states/nc/districts/08"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/senate/35"
+    rel: in-district
+    area_weight: 0.717
+  - to: "us/states/nc/districts/senate/29"
+    rel: in-district
+    area_weight: 0.2826
+  - to: "us/states/nc/districts/house/55"
+    rel: in-district
+    area_weight: 0.5849
+  - to: "us/states/nc/districts/house/69"
+    rel: in-district
+    area_weight: 0.221
+  - to: "us/states/nc/districts/house/68"
+    rel: in-district
+    area_weight: 0.1937
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 33636 |
 | Bachelor's or higher | 89028 |
 
+## Districts
+
+- [NC-08](/us/states/nc/districts/08.md) — 100% (congressional)
+- [NC Senate District 35](/us/states/nc/districts/senate/35.md) — 72% (state senate)
+- [NC Senate District 29](/us/states/nc/districts/senate/29.md) — 28% (state senate)
+- [NC House District 55](/us/states/nc/districts/house/55.md) — 58% (state house)
+- [NC House District 69](/us/states/nc/districts/house/69.md) — 22% (state house)
+- [NC House District 68](/us/states/nc/districts/house/68.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/vance/index.md b/data/jurisdictions/us/states/nc/counties/vance/index.md
index 8c839d1f0d..c5fe3059ca 100644
--- a/data/jurisdictions/us/states/nc/counties/vance/index.md
+++ b/data/jurisdictions/us/states/nc/counties/vance/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 509
   hispanic: 4006
   bachelors_plus: 6283
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/nc/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/house/32"
+    rel: in-district
+    area_weight: 0.5938
+  - to: "us/states/nc/districts/house/7"
+    rel: in-district
+    area_weight: 0.4061
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4006 |
 | Bachelor's or higher | 6283 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 11](/us/states/nc/districts/senate/11.md) — 100% (state senate)
+- [NC House District 32](/us/states/nc/districts/house/32.md) — 59% (state house)
+- [NC House District 7](/us/states/nc/districts/house/7.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/wake/index.md b/data/jurisdictions/us/states/nc/counties/wake/index.md
index 98747aba6d..76f9942aea 100644
--- a/data/jurisdictions/us/states/nc/counties/wake/index.md
+++ b/data/jurisdictions/us/states/nc/counties/wake/index.md
@@ -22,9 +22,78 @@ demographics:
   race_native: 2969
   hispanic: 136184
   bachelors_plus: 646411
+districts:
+  - to: "us/states/nc/districts/02"
+    rel: in-district
+    area_weight: 0.4805
+  - to: "us/states/nc/districts/13"
+    rel: in-district
+    area_weight: 0.3227
+  - to: "us/states/nc/districts/04"
+    rel: in-district
+    area_weight: 0.1968
+  - to: "us/states/nc/districts/senate/13"
+    rel: in-district
+    area_weight: 0.3018
+  - to: "us/states/nc/districts/senate/18"
+    rel: in-district
+    area_weight: 0.2639
+  - to: "us/states/nc/districts/senate/14"
+    rel: in-district
+    area_weight: 0.1551
+  - to: "us/states/nc/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1041
+  - to: "us/states/nc/districts/senate/16"
+    rel: in-district
+    area_weight: 0.102
+  - to: "us/states/nc/districts/senate/15"
+    rel: in-district
+    area_weight: 0.073
+  - to: "us/states/nc/districts/house/35"
+    rel: in-district
+    area_weight: 0.1928
+  - to: "us/states/nc/districts/house/39"
+    rel: in-district
+    area_weight: 0.1411
+  - to: "us/states/nc/districts/house/37"
+    rel: in-district
+    area_weight: 0.1335
+  - to: "us/states/nc/districts/house/33"
+    rel: in-district
+    area_weight: 0.0885
+  - to: "us/states/nc/districts/house/21"
+    rel: in-district
+    area_weight: 0.0872
+  - to: "us/states/nc/districts/house/36"
+    rel: in-district
+    area_weight: 0.0727
+  - to: "us/states/nc/districts/house/41"
+    rel: in-district
+    area_weight: 0.0546
+  - to: "us/states/nc/districts/house/40"
+    rel: in-district
+    area_weight: 0.0484
+  - to: "us/states/nc/districts/house/66"
+    rel: in-district
+    area_weight: 0.0428
+  - to: "us/states/nc/districts/house/49"
+    rel: in-district
+    area_weight: 0.0369
+  - to: "us/states/nc/districts/house/38"
+    rel: in-district
+    area_weight: 0.0363
+  - to: "us/states/nc/districts/house/11"
+    rel: in-district
+    area_weight: 0.0334
+  - to: "us/states/nc/districts/house/34"
+    rel: in-district
+    area_weight: 0.0319
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +125,32 @@ County jurisdiction — 7 officeholders mapped.
 | Hispanic/Latino | 136184 |
 | Bachelor's or higher | 646411 |
 
+## Districts
+
+- [NC-02](/us/states/nc/districts/02.md) — 48% (congressional)
+- [NC-13](/us/states/nc/districts/13.md) — 32% (congressional)
+- [NC-04](/us/states/nc/districts/04.md) — 20% (congressional)
+- [NC Senate District 13](/us/states/nc/districts/senate/13.md) — 30% (state senate)
+- [NC Senate District 18](/us/states/nc/districts/senate/18.md) — 26% (state senate)
+- [NC Senate District 14](/us/states/nc/districts/senate/14.md) — 16% (state senate)
+- [NC Senate District 17](/us/states/nc/districts/senate/17.md) — 10% (state senate)
+- [NC Senate District 16](/us/states/nc/districts/senate/16.md) — 10% (state senate)
+- [NC Senate District 15](/us/states/nc/districts/senate/15.md) — 7% (state senate)
+- [NC House District 35](/us/states/nc/districts/house/35.md) — 19% (state house)
+- [NC House District 39](/us/states/nc/districts/house/39.md) — 14% (state house)
+- [NC House District 37](/us/states/nc/districts/house/37.md) — 13% (state house)
+- [NC House District 33](/us/states/nc/districts/house/33.md) — 9% (state house)
+- [NC House District 21](/us/states/nc/districts/house/21.md) — 9% (state house)
+- [NC House District 36](/us/states/nc/districts/house/36.md) — 7% (state house)
+- [NC House District 41](/us/states/nc/districts/house/41.md) — 5% (state house)
+- [NC House District 40](/us/states/nc/districts/house/40.md) — 5% (state house)
+- [NC House District 66](/us/states/nc/districts/house/66.md) — 4% (state house)
+- [NC House District 49](/us/states/nc/districts/house/49.md) — 4% (state house)
+- [NC House District 38](/us/states/nc/districts/house/38.md) — 4% (state house)
+- [NC House District 11](/us/states/nc/districts/house/11.md) — 3% (state house)
+- [NC House District 34](/us/states/nc/districts/house/34.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/warren/index.md b/data/jurisdictions/us/states/nc/counties/warren/index.md
index 776dbcf706..721cf9b642 100644
--- a/data/jurisdictions/us/states/nc/counties/warren/index.md
+++ b/data/jurisdictions/us/states/nc/counties/warren/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 947
   hispanic: 874
   bachelors_plus: 3622
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/nc/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nc/districts/house/27"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 874 |
 | Bachelor's or higher | 3622 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 2](/us/states/nc/districts/senate/2.md) — 100% (state senate)
+- [NC House District 27](/us/states/nc/districts/house/27.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/washington/index.md b/data/jurisdictions/us/states/nc/counties/washington/index.md
index 801f340876..f6bb16041e 100644
--- a/data/jurisdictions/us/states/nc/counties/washington/index.md
+++ b/data/jurisdictions/us/states/nc/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 436
   bachelors_plus: 1550
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.8925
+  - to: "us/states/nc/districts/senate/2"
+    rel: in-district
+    area_weight: 0.888
+  - to: "us/states/nc/districts/house/1"
+    rel: in-district
+    area_weight: 0.8881
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 436 |
 | Bachelor's or higher | 1550 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 89% (congressional)
+- [NC Senate District 2](/us/states/nc/districts/senate/2.md) — 89% (state senate)
+- [NC House District 1](/us/states/nc/districts/house/1.md) — 89% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/watauga/index.md b/data/jurisdictions/us/states/nc/counties/watauga/index.md
index 7964ebdc91..aac59e2529 100644
--- a/data/jurisdictions/us/states/nc/counties/watauga/index.md
+++ b/data/jurisdictions/us/states/nc/counties/watauga/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 168
   hispanic: 3410
   bachelors_plus: 21722
+districts:
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/nc/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nc/districts/house/93"
+    rel: in-district
+    area_weight: 0.9108
+  - to: "us/states/nc/districts/house/87"
+    rel: in-district
+    area_weight: 0.0885
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3410 |
 | Bachelor's or higher | 21722 |
 
+## Districts
+
+- [NC-05](/us/states/nc/districts/05.md) — 100% (congressional)
+- [NC Senate District 47](/us/states/nc/districts/senate/47.md) — 100% (state senate)
+- [NC House District 93](/us/states/nc/districts/house/93.md) — 91% (state house)
+- [NC House District 87](/us/states/nc/districts/house/87.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/wayne/index.md b/data/jurisdictions/us/states/nc/counties/wayne/index.md
index bfc8912e4c..f0b32650a3 100644
--- a/data/jurisdictions/us/states/nc/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/nc/counties/wayne/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 112
   hispanic: 16280
   bachelors_plus: 22409
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/nc/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/house/10"
+    rel: in-district
+    area_weight: 0.5411
+  - to: "us/states/nc/districts/house/4"
+    rel: in-district
+    area_weight: 0.4588
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 16280 |
 | Bachelor's or higher | 22409 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 4](/us/states/nc/districts/senate/4.md) — 100% (state senate)
+- [NC House District 10](/us/states/nc/districts/house/10.md) — 54% (state house)
+- [NC House District 4](/us/states/nc/districts/house/4.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/wilkes/index.md b/data/jurisdictions/us/states/nc/counties/wilkes/index.md
index b0fa737150..6c06e49454 100644
--- a/data/jurisdictions/us/states/nc/counties/wilkes/index.md
+++ b/data/jurisdictions/us/states/nc/counties/wilkes/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 128
   hispanic: 4915
   bachelors_plus: 10996
+districts:
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nc/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/94"
+    rel: in-district
+    area_weight: 0.7226
+  - to: "us/states/nc/districts/house/90"
+    rel: in-district
+    area_weight: 0.2771
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4915 |
 | Bachelor's or higher | 10996 |
 
+## Districts
+
+- [NC-05](/us/states/nc/districts/05.md) — 100% (congressional)
+- [NC Senate District 36](/us/states/nc/districts/senate/36.md) — 100% (state senate)
+- [NC House District 94](/us/states/nc/districts/house/94.md) — 72% (state house)
+- [NC House District 90](/us/states/nc/districts/house/90.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/wilson/index.md b/data/jurisdictions/us/states/nc/counties/wilson/index.md
index a29793bf37..d0c33a8e21 100644
--- a/data/jurisdictions/us/states/nc/counties/wilson/index.md
+++ b/data/jurisdictions/us/states/nc/counties/wilson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 219
   hispanic: 9830
   bachelors_plus: 16257
+districts:
+  - to: "us/states/nc/districts/01"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/nc/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nc/districts/house/24"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 9830 |
 | Bachelor's or higher | 16257 |
 
+## Districts
+
+- [NC-01](/us/states/nc/districts/01.md) — 100% (congressional)
+- [NC Senate District 4](/us/states/nc/districts/senate/4.md) — 100% (state senate)
+- [NC House District 24](/us/states/nc/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/yadkin/index.md b/data/jurisdictions/us/states/nc/counties/yadkin/index.md
index 6f6e4aceb8..6eb6ea4564 100644
--- a/data/jurisdictions/us/states/nc/counties/yadkin/index.md
+++ b/data/jurisdictions/us/states/nc/counties/yadkin/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 277
   hispanic: 4676
   bachelors_plus: 6116
+districts:
+  - to: "us/states/nc/districts/10"
+    rel: in-district
+    area_weight: 0.9945
+  - to: "us/states/nc/districts/05"
+    rel: in-district
+    area_weight: 0.0054
+  - to: "us/states/nc/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nc/districts/house/77"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4676 |
 | Bachelor's or higher | 6116 |
 
+## Districts
+
+- [NC-10](/us/states/nc/districts/10.md) — 99% (congressional)
+- [NC-05](/us/states/nc/districts/05.md) — 1% (congressional)
+- [NC Senate District 36](/us/states/nc/districts/senate/36.md) — 100% (state senate)
+- [NC House District 77](/us/states/nc/districts/house/77.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/counties/yancey/index.md b/data/jurisdictions/us/states/nc/counties/yancey/index.md
index 0a1a4d4cfe..228f7250a0 100644
--- a/data/jurisdictions/us/states/nc/counties/yancey/index.md
+++ b/data/jurisdictions/us/states/nc/counties/yancey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 38
   hispanic: 1091
   bachelors_plus: 4767
+districts:
+  - to: "us/states/nc/districts/11"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nc/districts/senate/47"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nc/districts/house/85"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1091 |
 | Bachelor's or higher | 4767 |
 
+## Districts
+
+- [NC-11](/us/states/nc/districts/11.md) — 100% (congressional)
+- [NC Senate District 47](/us/states/nc/districts/senate/47.md) — 100% (state senate)
+- [NC House District 85](/us/states/nc/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nc/districts/01.md b/data/jurisdictions/us/states/nc/districts/01.md
index f9ea0e5a6c..a649ceeb01 100644
--- a/data/jurisdictions/us/states/nc/districts/01.md
+++ b/data/jurisdictions/us/states/nc/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 114535
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/02.md b/data/jurisdictions/us/states/nc/districts/02.md
index 7061d60380..4ec9b39689 100644
--- a/data/jurisdictions/us/states/nc/districts/02.md
+++ b/data/jurisdictions/us/states/nc/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 303859
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/03.md b/data/jurisdictions/us/states/nc/districts/03.md
index 58c98cb6c7..226a046fd7 100644
--- a/data/jurisdictions/us/states/nc/districts/03.md
+++ b/data/jurisdictions/us/states/nc/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 146679
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/04.md b/data/jurisdictions/us/states/nc/districts/04.md
index 58811326be..9baeae3c4a 100644
--- a/data/jurisdictions/us/states/nc/districts/04.md
+++ b/data/jurisdictions/us/states/nc/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 344872
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/05.md b/data/jurisdictions/us/states/nc/districts/05.md
index d860c064c9..a87b448eb9 100644
--- a/data/jurisdictions/us/states/nc/districts/05.md
+++ b/data/jurisdictions/us/states/nc/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 148115
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/06.md b/data/jurisdictions/us/states/nc/districts/06.md
index a4b9b13701..875c9ce849 100644
--- a/data/jurisdictions/us/states/nc/districts/06.md
+++ b/data/jurisdictions/us/states/nc/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 174163
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/07.md b/data/jurisdictions/us/states/nc/districts/07.md
index 20081296f9..2012b01307 100644
--- a/data/jurisdictions/us/states/nc/districts/07.md
+++ b/data/jurisdictions/us/states/nc/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 198845
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/08.md b/data/jurisdictions/us/states/nc/districts/08.md
index 522407e0f1..d8bb2c0223 100644
--- a/data/jurisdictions/us/states/nc/districts/08.md
+++ b/data/jurisdictions/us/states/nc/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 198422
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/09.md b/data/jurisdictions/us/states/nc/districts/09.md
index 9fe6d5e163..6d52e2e3fe 100644
--- a/data/jurisdictions/us/states/nc/districts/09.md
+++ b/data/jurisdictions/us/states/nc/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 152154
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/10.md b/data/jurisdictions/us/states/nc/districts/10.md
index d0379168c1..3822d421ca 100644
--- a/data/jurisdictions/us/states/nc/districts/10.md
+++ b/data/jurisdictions/us/states/nc/districts/10.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 197314
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/11.md b/data/jurisdictions/us/states/nc/districts/11.md
index 32bb392f24..f2941b5195 100644
--- a/data/jurisdictions/us/states/nc/districts/11.md
+++ b/data/jurisdictions/us/states/nc/districts/11.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 213612
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/12.md b/data/jurisdictions/us/states/nc/districts/12.md
index b08ee18502..d7a58f7fd4 100644
--- a/data/jurisdictions/us/states/nc/districts/12.md
+++ b/data/jurisdictions/us/states/nc/districts/12.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 247751
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/13.md b/data/jurisdictions/us/states/nc/districts/13.md
index eabbcf28d9..53fd5a118c 100644
--- a/data/jurisdictions/us/states/nc/districts/13.md
+++ b/data/jurisdictions/us/states/nc/districts/13.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 190015
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/14.md b/data/jurisdictions/us/states/nc/districts/14.md
index d4d1041870..06014ea918 100644
--- a/data/jurisdictions/us/states/nc/districts/14.md
+++ b/data/jurisdictions/us/states/nc/districts/14.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 209588
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nc/districts/house/1.md b/data/jurisdictions/us/states/nc/districts/house/1.md
new file mode 100644
index 0000000000..eae7ec17a3
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 1"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 1
+
+State House district 1 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/10.md b/data/jurisdictions/us/states/nc/districts/house/10.md
new file mode 100644
index 0000000000..39498024ed
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 10"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 10
+
+State House district 10 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/100.md b/data/jurisdictions/us/states/nc/districts/house/100.md
new file mode 100644
index 0000000000..8c9c95ce7b
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 100"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 100
+
+State House district 100 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/101.md b/data/jurisdictions/us/states/nc/districts/house/101.md
new file mode 100644
index 0000000000..7a744ebd67
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 101"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 101
+
+State House district 101 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/102.md b/data/jurisdictions/us/states/nc/districts/house/102.md
new file mode 100644
index 0000000000..71a37e32cc
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 102"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 102
+
+State House district 102 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/103.md b/data/jurisdictions/us/states/nc/districts/house/103.md
new file mode 100644
index 0000000000..6d4040aa30
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 103"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 103
+
+State House district 103 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/104.md b/data/jurisdictions/us/states/nc/districts/house/104.md
new file mode 100644
index 0000000000..17d74175d4
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 104"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 104
+
+State House district 104 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/105.md b/data/jurisdictions/us/states/nc/districts/house/105.md
new file mode 100644
index 0000000000..d14a9e2631
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 105"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 105
+
+State House district 105 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/106.md b/data/jurisdictions/us/states/nc/districts/house/106.md
new file mode 100644
index 0000000000..00eecef959
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 106"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 106
+
+State House district 106 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/107.md b/data/jurisdictions/us/states/nc/districts/house/107.md
new file mode 100644
index 0000000000..8f5d3d407e
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 107"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 107
+
+State House district 107 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/108.md b/data/jurisdictions/us/states/nc/districts/house/108.md
new file mode 100644
index 0000000000..d8e17ab7c0
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 108"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 108
+
+State House district 108 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/109.md b/data/jurisdictions/us/states/nc/districts/house/109.md
new file mode 100644
index 0000000000..d74bb0f469
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 109"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 109
+
+State House district 109 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/11.md b/data/jurisdictions/us/states/nc/districts/house/11.md
new file mode 100644
index 0000000000..a91406669c
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 11"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 11
+
+State House district 11 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/110.md b/data/jurisdictions/us/states/nc/districts/house/110.md
new file mode 100644
index 0000000000..d759756120
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 110"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 110
+
+State House district 110 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/111.md b/data/jurisdictions/us/states/nc/districts/house/111.md
new file mode 100644
index 0000000000..ce99e1f081
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 111"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 111
+
+State House district 111 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/112.md b/data/jurisdictions/us/states/nc/districts/house/112.md
new file mode 100644
index 0000000000..e7d306012f
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 112"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 112
+
+State House district 112 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/113.md b/data/jurisdictions/us/states/nc/districts/house/113.md
new file mode 100644
index 0000000000..eedc4c5466
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 113"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 113
+
+State House district 113 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/114.md b/data/jurisdictions/us/states/nc/districts/house/114.md
new file mode 100644
index 0000000000..856d248bb8
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 114"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 114
+
+State House district 114 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/115.md b/data/jurisdictions/us/states/nc/districts/house/115.md
new file mode 100644
index 0000000000..d37107a966
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 115"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 115
+
+State House district 115 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/116.md b/data/jurisdictions/us/states/nc/districts/house/116.md
new file mode 100644
index 0000000000..4d293c8ba3
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 116"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 116
+
+State House district 116 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/117.md b/data/jurisdictions/us/states/nc/districts/house/117.md
new file mode 100644
index 0000000000..5177fd6568
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 117"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 117
+
+State House district 117 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/118.md b/data/jurisdictions/us/states/nc/districts/house/118.md
new file mode 100644
index 0000000000..5ea6b74ff0
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 118"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 118
+
+State House district 118 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/119.md b/data/jurisdictions/us/states/nc/districts/house/119.md
new file mode 100644
index 0000000000..f3e1d33812
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 119"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 119
+
+State House district 119 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/12.md b/data/jurisdictions/us/states/nc/districts/house/12.md
new file mode 100644
index 0000000000..d254bbe604
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 12"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 12
+
+State House district 12 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/120.md b/data/jurisdictions/us/states/nc/districts/house/120.md
new file mode 100644
index 0000000000..d64fd72bec
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 120"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 120
+
+State House district 120 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/13.md b/data/jurisdictions/us/states/nc/districts/house/13.md
new file mode 100644
index 0000000000..21e294bdc9
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 13"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 13
+
+State House district 13 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/14.md b/data/jurisdictions/us/states/nc/districts/house/14.md
new file mode 100644
index 0000000000..c89610d0e7
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 14"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 14
+
+State House district 14 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/15.md b/data/jurisdictions/us/states/nc/districts/house/15.md
new file mode 100644
index 0000000000..f5a04ae09d
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 15"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 15
+
+State House district 15 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/16.md b/data/jurisdictions/us/states/nc/districts/house/16.md
new file mode 100644
index 0000000000..e5390b78d7
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 16"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 16
+
+State House district 16 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/17.md b/data/jurisdictions/us/states/nc/districts/house/17.md
new file mode 100644
index 0000000000..bf5482a63d
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 17"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 17
+
+State House district 17 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/18.md b/data/jurisdictions/us/states/nc/districts/house/18.md
new file mode 100644
index 0000000000..71e39a0243
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 18"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 18
+
+State House district 18 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/19.md b/data/jurisdictions/us/states/nc/districts/house/19.md
new file mode 100644
index 0000000000..2d16de7eac
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 19"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 19
+
+State House district 19 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/2.md b/data/jurisdictions/us/states/nc/districts/house/2.md
new file mode 100644
index 0000000000..e157e5529e
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 2"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 2
+
+State House district 2 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/20.md b/data/jurisdictions/us/states/nc/districts/house/20.md
new file mode 100644
index 0000000000..07c7d28960
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 20"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 20
+
+State House district 20 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/21.md b/data/jurisdictions/us/states/nc/districts/house/21.md
new file mode 100644
index 0000000000..e122aabed4
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 21"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 21
+
+State House district 21 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/22.md b/data/jurisdictions/us/states/nc/districts/house/22.md
new file mode 100644
index 0000000000..f42defe0b0
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 22"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 22
+
+State House district 22 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/23.md b/data/jurisdictions/us/states/nc/districts/house/23.md
new file mode 100644
index 0000000000..e874386339
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 23"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 23
+
+State House district 23 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/24.md b/data/jurisdictions/us/states/nc/districts/house/24.md
new file mode 100644
index 0000000000..4f64be7ccd
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 24"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 24
+
+State House district 24 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/25.md b/data/jurisdictions/us/states/nc/districts/house/25.md
new file mode 100644
index 0000000000..ecb56cc2fa
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 25"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 25
+
+State House district 25 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/26.md b/data/jurisdictions/us/states/nc/districts/house/26.md
new file mode 100644
index 0000000000..049f25a553
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 26"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 26
+
+State House district 26 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/27.md b/data/jurisdictions/us/states/nc/districts/house/27.md
new file mode 100644
index 0000000000..d41b6c9adf
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 27"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 27
+
+State House district 27 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/28.md b/data/jurisdictions/us/states/nc/districts/house/28.md
new file mode 100644
index 0000000000..acaabb68ed
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 28"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 28
+
+State House district 28 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/29.md b/data/jurisdictions/us/states/nc/districts/house/29.md
new file mode 100644
index 0000000000..168d838f89
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 29"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 29
+
+State House district 29 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/3.md b/data/jurisdictions/us/states/nc/districts/house/3.md
new file mode 100644
index 0000000000..4041bb817d
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 3"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 3
+
+State House district 3 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/30.md b/data/jurisdictions/us/states/nc/districts/house/30.md
new file mode 100644
index 0000000000..96904730b8
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 30"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 30
+
+State House district 30 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/31.md b/data/jurisdictions/us/states/nc/districts/house/31.md
new file mode 100644
index 0000000000..99d7eee3aa
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 31"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 31
+
+State House district 31 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/32.md b/data/jurisdictions/us/states/nc/districts/house/32.md
new file mode 100644
index 0000000000..5c1e55e89d
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 32"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 32
+
+State House district 32 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/33.md b/data/jurisdictions/us/states/nc/districts/house/33.md
new file mode 100644
index 0000000000..ef33656edd
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 33"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 33
+
+State House district 33 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/34.md b/data/jurisdictions/us/states/nc/districts/house/34.md
new file mode 100644
index 0000000000..670115f10f
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 34"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 34
+
+State House district 34 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/35.md b/data/jurisdictions/us/states/nc/districts/house/35.md
new file mode 100644
index 0000000000..8983992e64
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 35"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 35
+
+State House district 35 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/36.md b/data/jurisdictions/us/states/nc/districts/house/36.md
new file mode 100644
index 0000000000..6d0629d353
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 36"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 36
+
+State House district 36 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/37.md b/data/jurisdictions/us/states/nc/districts/house/37.md
new file mode 100644
index 0000000000..64c90a58fa
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 37"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 37
+
+State House district 37 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/38.md b/data/jurisdictions/us/states/nc/districts/house/38.md
new file mode 100644
index 0000000000..2fffb151b4
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 38"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 38
+
+State House district 38 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/39.md b/data/jurisdictions/us/states/nc/districts/house/39.md
new file mode 100644
index 0000000000..ed7f2b9d92
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 39"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 39
+
+State House district 39 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/4.md b/data/jurisdictions/us/states/nc/districts/house/4.md
new file mode 100644
index 0000000000..7b16d5efc6
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 4"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 4
+
+State House district 4 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/40.md b/data/jurisdictions/us/states/nc/districts/house/40.md
new file mode 100644
index 0000000000..b89c212d6d
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 40"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 40
+
+State House district 40 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/41.md b/data/jurisdictions/us/states/nc/districts/house/41.md
new file mode 100644
index 0000000000..9a174625fe
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 41"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 41
+
+State House district 41 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/42.md b/data/jurisdictions/us/states/nc/districts/house/42.md
new file mode 100644
index 0000000000..f5bb02976f
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 42"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 42
+
+State House district 42 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/43.md b/data/jurisdictions/us/states/nc/districts/house/43.md
new file mode 100644
index 0000000000..1d631e7398
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 43"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 43
+
+State House district 43 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/44.md b/data/jurisdictions/us/states/nc/districts/house/44.md
new file mode 100644
index 0000000000..8af4032640
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 44"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 44
+
+State House district 44 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/45.md b/data/jurisdictions/us/states/nc/districts/house/45.md
new file mode 100644
index 0000000000..3d02f8b088
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 45"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 45
+
+State House district 45 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/46.md b/data/jurisdictions/us/states/nc/districts/house/46.md
new file mode 100644
index 0000000000..f3f07ac677
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 46"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 46
+
+State House district 46 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/47.md b/data/jurisdictions/us/states/nc/districts/house/47.md
new file mode 100644
index 0000000000..42c902a780
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 47"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 47
+
+State House district 47 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/48.md b/data/jurisdictions/us/states/nc/districts/house/48.md
new file mode 100644
index 0000000000..85e28bf9d2
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 48"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 48
+
+State House district 48 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/49.md b/data/jurisdictions/us/states/nc/districts/house/49.md
new file mode 100644
index 0000000000..a726383952
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 49"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 49
+
+State House district 49 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/5.md b/data/jurisdictions/us/states/nc/districts/house/5.md
new file mode 100644
index 0000000000..bf6549abf0
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 5"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 5
+
+State House district 5 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/50.md b/data/jurisdictions/us/states/nc/districts/house/50.md
new file mode 100644
index 0000000000..dd8c6e4396
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 50"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 50
+
+State House district 50 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/51.md b/data/jurisdictions/us/states/nc/districts/house/51.md
new file mode 100644
index 0000000000..80f795b0bd
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 51"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 51
+
+State House district 51 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/52.md b/data/jurisdictions/us/states/nc/districts/house/52.md
new file mode 100644
index 0000000000..09f316c044
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 52"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 52
+
+State House district 52 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/53.md b/data/jurisdictions/us/states/nc/districts/house/53.md
new file mode 100644
index 0000000000..884fd8f488
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 53"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 53
+
+State House district 53 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/54.md b/data/jurisdictions/us/states/nc/districts/house/54.md
new file mode 100644
index 0000000000..94e47f9595
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 54"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 54
+
+State House district 54 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/55.md b/data/jurisdictions/us/states/nc/districts/house/55.md
new file mode 100644
index 0000000000..54e7fe609f
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 55"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 55
+
+State House district 55 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/56.md b/data/jurisdictions/us/states/nc/districts/house/56.md
new file mode 100644
index 0000000000..9c247faad7
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 56"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 56
+
+State House district 56 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/57.md b/data/jurisdictions/us/states/nc/districts/house/57.md
new file mode 100644
index 0000000000..798752b99c
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 57"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 57
+
+State House district 57 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/58.md b/data/jurisdictions/us/states/nc/districts/house/58.md
new file mode 100644
index 0000000000..d060cdc1c0
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 58"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 58
+
+State House district 58 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/59.md b/data/jurisdictions/us/states/nc/districts/house/59.md
new file mode 100644
index 0000000000..0b56baac46
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 59"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 59
+
+State House district 59 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/6.md b/data/jurisdictions/us/states/nc/districts/house/6.md
new file mode 100644
index 0000000000..24e9852e99
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 6"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 6
+
+State House district 6 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/60.md b/data/jurisdictions/us/states/nc/districts/house/60.md
new file mode 100644
index 0000000000..99059a118e
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 60"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 60
+
+State House district 60 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/61.md b/data/jurisdictions/us/states/nc/districts/house/61.md
new file mode 100644
index 0000000000..5c2bc254c2
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 61"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 61
+
+State House district 61 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/62.md b/data/jurisdictions/us/states/nc/districts/house/62.md
new file mode 100644
index 0000000000..eabefdab81
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 62"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 62
+
+State House district 62 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/63.md b/data/jurisdictions/us/states/nc/districts/house/63.md
new file mode 100644
index 0000000000..c1e8d17014
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 63"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 63
+
+State House district 63 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/64.md b/data/jurisdictions/us/states/nc/districts/house/64.md
new file mode 100644
index 0000000000..81483d2a5c
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 64"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 64
+
+State House district 64 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/65.md b/data/jurisdictions/us/states/nc/districts/house/65.md
new file mode 100644
index 0000000000..ddc80d9dc6
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 65"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 65
+
+State House district 65 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/66.md b/data/jurisdictions/us/states/nc/districts/house/66.md
new file mode 100644
index 0000000000..ff6a7abc6a
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 66"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 66
+
+State House district 66 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/67.md b/data/jurisdictions/us/states/nc/districts/house/67.md
new file mode 100644
index 0000000000..f9517e9640
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 67"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 67
+
+State House district 67 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/68.md b/data/jurisdictions/us/states/nc/districts/house/68.md
new file mode 100644
index 0000000000..3c1c9a834f
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 68"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 68
+
+State House district 68 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/69.md b/data/jurisdictions/us/states/nc/districts/house/69.md
new file mode 100644
index 0000000000..f3822ddf6c
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 69"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 69
+
+State House district 69 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/7.md b/data/jurisdictions/us/states/nc/districts/house/7.md
new file mode 100644
index 0000000000..24bf82430f
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 7"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 7
+
+State House district 7 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/70.md b/data/jurisdictions/us/states/nc/districts/house/70.md
new file mode 100644
index 0000000000..a308b661d7
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 70"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 70
+
+State House district 70 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/71.md b/data/jurisdictions/us/states/nc/districts/house/71.md
new file mode 100644
index 0000000000..93e7ef4d37
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 71"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 71
+
+State House district 71 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/72.md b/data/jurisdictions/us/states/nc/districts/house/72.md
new file mode 100644
index 0000000000..a40329071b
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 72"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 72
+
+State House district 72 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/73.md b/data/jurisdictions/us/states/nc/districts/house/73.md
new file mode 100644
index 0000000000..84d6786805
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 73"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 73
+
+State House district 73 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/74.md b/data/jurisdictions/us/states/nc/districts/house/74.md
new file mode 100644
index 0000000000..c573608b99
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 74"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 74
+
+State House district 74 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/75.md b/data/jurisdictions/us/states/nc/districts/house/75.md
new file mode 100644
index 0000000000..b548b18a51
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 75"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 75
+
+State House district 75 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/76.md b/data/jurisdictions/us/states/nc/districts/house/76.md
new file mode 100644
index 0000000000..aa6157950a
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 76"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 76
+
+State House district 76 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/77.md b/data/jurisdictions/us/states/nc/districts/house/77.md
new file mode 100644
index 0000000000..363aa2402d
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 77"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 77
+
+State House district 77 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/78.md b/data/jurisdictions/us/states/nc/districts/house/78.md
new file mode 100644
index 0000000000..e8635a4fca
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 78"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 78
+
+State House district 78 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/79.md b/data/jurisdictions/us/states/nc/districts/house/79.md
new file mode 100644
index 0000000000..ac78560914
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 79"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 79
+
+State House district 79 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/8.md b/data/jurisdictions/us/states/nc/districts/house/8.md
new file mode 100644
index 0000000000..c6625d6cd7
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 8"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 8
+
+State House district 8 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/80.md b/data/jurisdictions/us/states/nc/districts/house/80.md
new file mode 100644
index 0000000000..004a305f53
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 80"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 80
+
+State House district 80 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/81.md b/data/jurisdictions/us/states/nc/districts/house/81.md
new file mode 100644
index 0000000000..18dcdcf646
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 81"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 81
+
+State House district 81 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/82.md b/data/jurisdictions/us/states/nc/districts/house/82.md
new file mode 100644
index 0000000000..27270ef540
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 82"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 82
+
+State House district 82 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/83.md b/data/jurisdictions/us/states/nc/districts/house/83.md
new file mode 100644
index 0000000000..8f1d2dc93c
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 83"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 83
+
+State House district 83 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/84.md b/data/jurisdictions/us/states/nc/districts/house/84.md
new file mode 100644
index 0000000000..f65f240516
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 84"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 84
+
+State House district 84 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/85.md b/data/jurisdictions/us/states/nc/districts/house/85.md
new file mode 100644
index 0000000000..214e5ee131
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 85"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 85
+
+State House district 85 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/86.md b/data/jurisdictions/us/states/nc/districts/house/86.md
new file mode 100644
index 0000000000..2b5f0aa71f
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 86"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 86
+
+State House district 86 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/87.md b/data/jurisdictions/us/states/nc/districts/house/87.md
new file mode 100644
index 0000000000..81f5dd12db
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 87"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 87
+
+State House district 87 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/88.md b/data/jurisdictions/us/states/nc/districts/house/88.md
new file mode 100644
index 0000000000..0c9b706b6d
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 88"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 88
+
+State House district 88 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/89.md b/data/jurisdictions/us/states/nc/districts/house/89.md
new file mode 100644
index 0000000000..19ce6f84ec
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 89"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 89
+
+State House district 89 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/9.md b/data/jurisdictions/us/states/nc/districts/house/9.md
new file mode 100644
index 0000000000..e14f77bc1e
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 9"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 9
+
+State House district 9 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/90.md b/data/jurisdictions/us/states/nc/districts/house/90.md
new file mode 100644
index 0000000000..40f031d510
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 90"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 90
+
+State House district 90 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/91.md b/data/jurisdictions/us/states/nc/districts/house/91.md
new file mode 100644
index 0000000000..a577b1e5d9
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 91"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 91
+
+State House district 91 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/92.md b/data/jurisdictions/us/states/nc/districts/house/92.md
new file mode 100644
index 0000000000..5567a333ef
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 92"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 92
+
+State House district 92 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/93.md b/data/jurisdictions/us/states/nc/districts/house/93.md
new file mode 100644
index 0000000000..4113f5d2ef
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 93"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 93
+
+State House district 93 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/94.md b/data/jurisdictions/us/states/nc/districts/house/94.md
new file mode 100644
index 0000000000..7ef51fa3d5
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 94"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 94
+
+State House district 94 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/95.md b/data/jurisdictions/us/states/nc/districts/house/95.md
new file mode 100644
index 0000000000..286d5e21d3
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 95"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 95
+
+State House district 95 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/96.md b/data/jurisdictions/us/states/nc/districts/house/96.md
new file mode 100644
index 0000000000..5bd3b9099e
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 96"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 96
+
+State House district 96 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/97.md b/data/jurisdictions/us/states/nc/districts/house/97.md
new file mode 100644
index 0000000000..75c71d3ec1
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 97"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 97
+
+State House district 97 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/98.md b/data/jurisdictions/us/states/nc/districts/house/98.md
new file mode 100644
index 0000000000..22682b95cf
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 98"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 98
+
+State House district 98 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/house/99.md b/data/jurisdictions/us/states/nc/districts/house/99.md
new file mode 100644
index 0000000000..7db43c630b
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC House District 99"
+classification: state-house-district
+state: "NC"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC House District 99
+
+State House district 99 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/1.md b/data/jurisdictions/us/states/nc/districts/senate/1.md
new file mode 100644
index 0000000000..52d849b92a
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 1"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 1
+
+State Senate district 1 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/10.md b/data/jurisdictions/us/states/nc/districts/senate/10.md
new file mode 100644
index 0000000000..7d2f43dbd6
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 10"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 10
+
+State Senate district 10 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/11.md b/data/jurisdictions/us/states/nc/districts/senate/11.md
new file mode 100644
index 0000000000..92bed3cc41
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 11"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 11
+
+State Senate district 11 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/12.md b/data/jurisdictions/us/states/nc/districts/senate/12.md
new file mode 100644
index 0000000000..6fc373fa27
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 12"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 12
+
+State Senate district 12 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/13.md b/data/jurisdictions/us/states/nc/districts/senate/13.md
new file mode 100644
index 0000000000..e29351dd9f
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 13"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 13
+
+State Senate district 13 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/14.md b/data/jurisdictions/us/states/nc/districts/senate/14.md
new file mode 100644
index 0000000000..754f5cd19d
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 14"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 14
+
+State Senate district 14 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/15.md b/data/jurisdictions/us/states/nc/districts/senate/15.md
new file mode 100644
index 0000000000..e80a962196
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 15"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 15
+
+State Senate district 15 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/16.md b/data/jurisdictions/us/states/nc/districts/senate/16.md
new file mode 100644
index 0000000000..a98eed6e71
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 16"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 16
+
+State Senate district 16 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/17.md b/data/jurisdictions/us/states/nc/districts/senate/17.md
new file mode 100644
index 0000000000..54a754935e
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 17"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 17
+
+State Senate district 17 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/18.md b/data/jurisdictions/us/states/nc/districts/senate/18.md
new file mode 100644
index 0000000000..9c5cd95846
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 18"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 18
+
+State Senate district 18 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/19.md b/data/jurisdictions/us/states/nc/districts/senate/19.md
new file mode 100644
index 0000000000..78c0c63814
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 19"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 19
+
+State Senate district 19 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/2.md b/data/jurisdictions/us/states/nc/districts/senate/2.md
new file mode 100644
index 0000000000..657398ad81
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 2"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 2
+
+State Senate district 2 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/20.md b/data/jurisdictions/us/states/nc/districts/senate/20.md
new file mode 100644
index 0000000000..6fb3f5365f
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 20"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 20
+
+State Senate district 20 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/21.md b/data/jurisdictions/us/states/nc/districts/senate/21.md
new file mode 100644
index 0000000000..6a9d8a5247
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 21"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 21
+
+State Senate district 21 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/22.md b/data/jurisdictions/us/states/nc/districts/senate/22.md
new file mode 100644
index 0000000000..dd08fdb31b
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 22"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 22
+
+State Senate district 22 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/23.md b/data/jurisdictions/us/states/nc/districts/senate/23.md
new file mode 100644
index 0000000000..ed1a762d14
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 23"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 23
+
+State Senate district 23 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/24.md b/data/jurisdictions/us/states/nc/districts/senate/24.md
new file mode 100644
index 0000000000..937f3a6583
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 24"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 24
+
+State Senate district 24 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/25.md b/data/jurisdictions/us/states/nc/districts/senate/25.md
new file mode 100644
index 0000000000..69e7d8bfae
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 25"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 25
+
+State Senate district 25 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/26.md b/data/jurisdictions/us/states/nc/districts/senate/26.md
new file mode 100644
index 0000000000..b059754c1d
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 26"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 26
+
+State Senate district 26 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/27.md b/data/jurisdictions/us/states/nc/districts/senate/27.md
new file mode 100644
index 0000000000..a047897411
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 27"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 27
+
+State Senate district 27 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/28.md b/data/jurisdictions/us/states/nc/districts/senate/28.md
new file mode 100644
index 0000000000..467ec0034a
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 28"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 28
+
+State Senate district 28 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/29.md b/data/jurisdictions/us/states/nc/districts/senate/29.md
new file mode 100644
index 0000000000..965402614c
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 29"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 29
+
+State Senate district 29 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/3.md b/data/jurisdictions/us/states/nc/districts/senate/3.md
new file mode 100644
index 0000000000..5196bee0a0
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 3"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 3
+
+State Senate district 3 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/30.md b/data/jurisdictions/us/states/nc/districts/senate/30.md
new file mode 100644
index 0000000000..ad25e120db
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 30"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 30
+
+State Senate district 30 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/31.md b/data/jurisdictions/us/states/nc/districts/senate/31.md
new file mode 100644
index 0000000000..f3b0eb522b
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 31"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 31
+
+State Senate district 31 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/32.md b/data/jurisdictions/us/states/nc/districts/senate/32.md
new file mode 100644
index 0000000000..933347c74d
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 32"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 32
+
+State Senate district 32 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/33.md b/data/jurisdictions/us/states/nc/districts/senate/33.md
new file mode 100644
index 0000000000..bf0946832f
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 33"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 33
+
+State Senate district 33 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/34.md b/data/jurisdictions/us/states/nc/districts/senate/34.md
new file mode 100644
index 0000000000..659d722d85
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 34"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 34
+
+State Senate district 34 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/35.md b/data/jurisdictions/us/states/nc/districts/senate/35.md
new file mode 100644
index 0000000000..8dd4cd50c6
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 35"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 35
+
+State Senate district 35 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/36.md b/data/jurisdictions/us/states/nc/districts/senate/36.md
new file mode 100644
index 0000000000..5d638ea6ea
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 36"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 36
+
+State Senate district 36 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/37.md b/data/jurisdictions/us/states/nc/districts/senate/37.md
new file mode 100644
index 0000000000..a2028be247
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 37"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 37
+
+State Senate district 37 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/38.md b/data/jurisdictions/us/states/nc/districts/senate/38.md
new file mode 100644
index 0000000000..e61a5f59f0
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 38"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 38
+
+State Senate district 38 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/39.md b/data/jurisdictions/us/states/nc/districts/senate/39.md
new file mode 100644
index 0000000000..359c71b81b
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 39"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 39
+
+State Senate district 39 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/4.md b/data/jurisdictions/us/states/nc/districts/senate/4.md
new file mode 100644
index 0000000000..652f51e0e9
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 4"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 4
+
+State Senate district 4 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/40.md b/data/jurisdictions/us/states/nc/districts/senate/40.md
new file mode 100644
index 0000000000..1e350dad85
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 40"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 40
+
+State Senate district 40 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/41.md b/data/jurisdictions/us/states/nc/districts/senate/41.md
new file mode 100644
index 0000000000..ad7b618ae6
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 41"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 41
+
+State Senate district 41 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/42.md b/data/jurisdictions/us/states/nc/districts/senate/42.md
new file mode 100644
index 0000000000..4175dd9805
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 42"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 42
+
+State Senate district 42 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/43.md b/data/jurisdictions/us/states/nc/districts/senate/43.md
new file mode 100644
index 0000000000..73a255a380
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 43"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 43
+
+State Senate district 43 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/44.md b/data/jurisdictions/us/states/nc/districts/senate/44.md
new file mode 100644
index 0000000000..e0b51da593
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 44"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 44
+
+State Senate district 44 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/45.md b/data/jurisdictions/us/states/nc/districts/senate/45.md
new file mode 100644
index 0000000000..45c4ca7d04
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 45"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 45
+
+State Senate district 45 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/46.md b/data/jurisdictions/us/states/nc/districts/senate/46.md
new file mode 100644
index 0000000000..daa4a0d030
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 46"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 46
+
+State Senate district 46 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/47.md b/data/jurisdictions/us/states/nc/districts/senate/47.md
new file mode 100644
index 0000000000..e0020e12c3
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 47"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 47
+
+State Senate district 47 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/48.md b/data/jurisdictions/us/states/nc/districts/senate/48.md
new file mode 100644
index 0000000000..c45d7d2356
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 48"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 48
+
+State Senate district 48 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/49.md b/data/jurisdictions/us/states/nc/districts/senate/49.md
new file mode 100644
index 0000000000..5d4409dad4
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 49"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 49
+
+State Senate district 49 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/5.md b/data/jurisdictions/us/states/nc/districts/senate/5.md
new file mode 100644
index 0000000000..ba02ea72c6
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 5"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 5
+
+State Senate district 5 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/50.md b/data/jurisdictions/us/states/nc/districts/senate/50.md
new file mode 100644
index 0000000000..3706b794d5
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 50"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 50
+
+State Senate district 50 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/6.md b/data/jurisdictions/us/states/nc/districts/senate/6.md
new file mode 100644
index 0000000000..dde6660488
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 6"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 6
+
+State Senate district 6 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/7.md b/data/jurisdictions/us/states/nc/districts/senate/7.md
new file mode 100644
index 0000000000..77d3e4fecf
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 7"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 7
+
+State Senate district 7 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/8.md b/data/jurisdictions/us/states/nc/districts/senate/8.md
new file mode 100644
index 0000000000..279aeda3bd
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 8"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 8
+
+State Senate district 8 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/districts/senate/9.md b/data/jurisdictions/us/states/nc/districts/senate/9.md
new file mode 100644
index 0000000000..b1f4fcb4ab
--- /dev/null
+++ b/data/jurisdictions/us/states/nc/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NC Senate District 9"
+classification: state-senate-district
+state: "NC"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nc]
+timestamp: "2026-07-03"
+---
+
+# NC Senate District 9
+
+State Senate district 9 (NC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nc/people/abe-jones.md b/data/jurisdictions/us/states/nc/people/abe-jones.md
index 8949e449d8..380f6beee0 100644
--- a/data/jurisdictions/us/states/nc/people/abe-jones.md
+++ b/data/jurisdictions/us/states/nc/people/abe-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 38"
+represents: "us/states/nc/districts/house/38"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 38 (NC State House of Representatives District 38).
 
+Represents [NC State House of Representatives District 38](/us/states/nc/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/aisha-dew.md b/data/jurisdictions/us/states/nc/people/aisha-dew.md
index a499e2f7eb..a0a81fd818 100644
--- a/data/jurisdictions/us/states/nc/people/aisha-dew.md
+++ b/data/jurisdictions/us/states/nc/people/aisha-dew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 107"
+represents: "us/states/nc/districts/house/107"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 107 (NC State House of Representatives District 107).
 
+Represents [NC State House of Representatives District 107](/us/states/nc/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/alan-branson.md b/data/jurisdictions/us/states/nc/people/alan-branson.md
index 684def1565..06a7c88b71 100644
--- a/data/jurisdictions/us/states/nc/people/alan-branson.md
+++ b/data/jurisdictions/us/states/nc/people/alan-branson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 59"
+represents: "us/states/nc/districts/house/59"
 tenure:
   start: "2024-04-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 59 (NC State House of Representatives District 59).
 
+Represents [NC State House of Representatives District 59](/us/states/nc/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/allen-buansi.md b/data/jurisdictions/us/states/nc/people/allen-buansi.md
index 3413200972..f3cd91ec3b 100644
--- a/data/jurisdictions/us/states/nc/people/allen-buansi.md
+++ b/data/jurisdictions/us/states/nc/people/allen-buansi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 56"
+represents: "us/states/nc/districts/house/56"
 tenure:
   start: "2022-06-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 56 (NC State House of Representatives District 56).
 
+Represents [NC State House of Representatives District 56](/us/states/nc/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/allen-chesser.md b/data/jurisdictions/us/states/nc/people/allen-chesser.md
index 2fc4404cc3..01cd90c817 100644
--- a/data/jurisdictions/us/states/nc/people/allen-chesser.md
+++ b/data/jurisdictions/us/states/nc/people/allen-chesser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 25"
+represents: "us/states/nc/districts/house/25"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 25 (NC State House of Representatives District 25).
 
+Represents [NC State House of Representatives District 25](/us/states/nc/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/allison-dahle.md b/data/jurisdictions/us/states/nc/people/allison-dahle.md
index bb142f8ba1..fad190d4a6 100644
--- a/data/jurisdictions/us/states/nc/people/allison-dahle.md
+++ b/data/jurisdictions/us/states/nc/people/allison-dahle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 11"
+represents: "us/states/nc/districts/house/11"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 11 (NC State House of Representatives District 11).
 
+Represents [NC State House of Representatives District 11](/us/states/nc/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/amanda-cook.md b/data/jurisdictions/us/states/nc/people/amanda-cook.md
index 4fce5dc699..f9bfc4714c 100644
--- a/data/jurisdictions/us/states/nc/people/amanda-cook.md
+++ b/data/jurisdictions/us/states/nc/people/amanda-cook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 60"
+represents: "us/states/nc/districts/house/60"
 tenure:
   start: "2025-11-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 60 (NC State House of Representatives District 60).
 
+Represents [NC State House of Representatives District 60](/us/states/nc/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/amber-baker.md b/data/jurisdictions/us/states/nc/people/amber-baker.md
index 03515f4da9..2d13f89fda 100644
--- a/data/jurisdictions/us/states/nc/people/amber-baker.md
+++ b/data/jurisdictions/us/states/nc/people/amber-baker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 72"
+represents: "us/states/nc/districts/house/72"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 72 (NC State House of Representatives District 72).
 
+Represents [NC State House of Representatives District 72](/us/states/nc/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/amos-quick.md b/data/jurisdictions/us/states/nc/people/amos-quick.md
index 43d93f45b8..bd80e017d0 100644
--- a/data/jurisdictions/us/states/nc/people/amos-quick.md
+++ b/data/jurisdictions/us/states/nc/people/amos-quick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 58"
+represents: "us/states/nc/districts/house/58"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 58 (NC State House of Representatives District 58).
 
+Represents [NC State House of Representatives District 58](/us/states/nc/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/amy-galey.md b/data/jurisdictions/us/states/nc/people/amy-galey.md
index c693b26dc8..b4249d111c 100644
--- a/data/jurisdictions/us/states/nc/people/amy-galey.md
+++ b/data/jurisdictions/us/states/nc/people/amy-galey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 25"
+represents: "us/states/nc/districts/senate/25"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 25 (NC State Senate District 25).
 
+Represents [NC State Senate District 25](/us/states/nc/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/anna-ferguson.md b/data/jurisdictions/us/states/nc/people/anna-ferguson.md
index c715791308..a06b1166d1 100644
--- a/data/jurisdictions/us/states/nc/people/anna-ferguson.md
+++ b/data/jurisdictions/us/states/nc/people/anna-ferguson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 119"
+represents: "us/states/nc/districts/house/119"
 tenure:
   start: "2026-04-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 119 (NC State House of Representatives District 119).
 
+Represents [NC State House of Representatives District 119](/us/states/nc/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/becky-carney.md b/data/jurisdictions/us/states/nc/people/becky-carney.md
index 1178013ad8..b3b72d02da 100644
--- a/data/jurisdictions/us/states/nc/people/becky-carney.md
+++ b/data/jurisdictions/us/states/nc/people/becky-carney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 102"
+represents: "us/states/nc/districts/house/102"
 tenure:
   start: "2003-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 102 (NC State House of Representatives District 102).
 
+Represents [NC State House of Representatives District 102](/us/states/nc/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/ben-moss.md b/data/jurisdictions/us/states/nc/people/ben-moss.md
index 3b449f7c8f..ee536e85a5 100644
--- a/data/jurisdictions/us/states/nc/people/ben-moss.md
+++ b/data/jurisdictions/us/states/nc/people/ben-moss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 52"
+represents: "us/states/nc/districts/house/52"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 52 (NC State House of Representatives District 52).
 
+Represents [NC State House of Representatives District 52](/us/states/nc/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/benton-sawrey.md b/data/jurisdictions/us/states/nc/people/benton-sawrey.md
index 9fa172c4a4..21934f8f3c 100644
--- a/data/jurisdictions/us/states/nc/people/benton-sawrey.md
+++ b/data/jurisdictions/us/states/nc/people/benton-sawrey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 10"
+represents: "us/states/nc/districts/senate/10"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 10 (NC State Senate District 10).
 
+Represents [NC State Senate District 10](/us/states/nc/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/beth-gardner-helfrich.md b/data/jurisdictions/us/states/nc/people/beth-gardner-helfrich.md
index 30e3774563..2950af4615 100644
--- a/data/jurisdictions/us/states/nc/people/beth-gardner-helfrich.md
+++ b/data/jurisdictions/us/states/nc/people/beth-gardner-helfrich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 98"
+represents: "us/states/nc/districts/house/98"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 98 (NC State House of Representatives District 98).
 
+Represents [NC State House of Representatives District 98](/us/states/nc/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/bill-rabon.md b/data/jurisdictions/us/states/nc/people/bill-rabon.md
index ec7b8b5163..926c869304 100644
--- a/data/jurisdictions/us/states/nc/people/bill-rabon.md
+++ b/data/jurisdictions/us/states/nc/people/bill-rabon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 8"
+represents: "us/states/nc/districts/senate/8"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 8 (NC State Senate District 8).
 
+Represents [NC State Senate District 8](/us/states/nc/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/bill-ward.md b/data/jurisdictions/us/states/nc/people/bill-ward.md
index 11f1203bde..bd47271097 100644
--- a/data/jurisdictions/us/states/nc/people/bill-ward.md
+++ b/data/jurisdictions/us/states/nc/people/bill-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 5"
+represents: "us/states/nc/districts/house/5"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 5 (NC State House of Representatives District 5).
 
+Represents [NC State House of Representatives District 5](/us/states/nc/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/blair-eddins.md b/data/jurisdictions/us/states/nc/people/blair-eddins.md
index 5a65c95606..97f7962437 100644
--- a/data/jurisdictions/us/states/nc/people/blair-eddins.md
+++ b/data/jurisdictions/us/states/nc/people/blair-eddins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 94"
+represents: "us/states/nc/districts/house/94"
 tenure:
   start: "2024-10-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 94 (NC State House of Representatives District 94).
 
+Represents [NC State House of Representatives District 94](/us/states/nc/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/bob-brinson.md b/data/jurisdictions/us/states/nc/people/bob-brinson.md
index 0550cadf97..a4be16993d 100644
--- a/data/jurisdictions/us/states/nc/people/bob-brinson.md
+++ b/data/jurisdictions/us/states/nc/people/bob-brinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 3"
+represents: "us/states/nc/districts/senate/3"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 3 (NC State Senate District 3).
 
+Represents [NC State Senate District 3](/us/states/nc/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/bobby-hanig.md b/data/jurisdictions/us/states/nc/people/bobby-hanig.md
index 949db63d23..82d40aace3 100644
--- a/data/jurisdictions/us/states/nc/people/bobby-hanig.md
+++ b/data/jurisdictions/us/states/nc/people/bobby-hanig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 1"
+represents: "us/states/nc/districts/senate/1"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 1 (NC State Senate District 1).
 
+Represents [NC State Senate District 1](/us/states/nc/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/brad-overcash.md b/data/jurisdictions/us/states/nc/people/brad-overcash.md
index 7fb5042d5c..db9e1159e4 100644
--- a/data/jurisdictions/us/states/nc/people/brad-overcash.md
+++ b/data/jurisdictions/us/states/nc/people/brad-overcash.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 43"
+represents: "us/states/nc/districts/senate/43"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 43 (NC State Senate District 43).
 
+Represents [NC State Senate District 43](/us/states/nc/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/brandon-lofton.md b/data/jurisdictions/us/states/nc/people/brandon-lofton.md
index 2e13906a93..85787ba250 100644
--- a/data/jurisdictions/us/states/nc/people/brandon-lofton.md
+++ b/data/jurisdictions/us/states/nc/people/brandon-lofton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 104"
+represents: "us/states/nc/districts/house/104"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 104 (NC State House of Representatives District 104).
 
+Represents [NC State House of Representatives District 104](/us/states/nc/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/brenden-jones.md b/data/jurisdictions/us/states/nc/people/brenden-jones.md
index 02eac70420..69cc70355e 100644
--- a/data/jurisdictions/us/states/nc/people/brenden-jones.md
+++ b/data/jurisdictions/us/states/nc/people/brenden-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 46"
+represents: "us/states/nc/districts/house/46"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 46 (NC State House of Representatives District 46).
 
+Represents [NC State House of Representatives District 46](/us/states/nc/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/brent-jackson.md b/data/jurisdictions/us/states/nc/people/brent-jackson.md
index 53fc8cf1a6..1a39c7c8a2 100644
--- a/data/jurisdictions/us/states/nc/people/brent-jackson.md
+++ b/data/jurisdictions/us/states/nc/people/brent-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 9"
+represents: "us/states/nc/districts/senate/9"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 9 (NC State Senate District 9).
 
+Represents [NC State Senate District 9](/us/states/nc/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/brian-biggs.md b/data/jurisdictions/us/states/nc/people/brian-biggs.md
index 35eb167db8..965f01f9e9 100644
--- a/data/jurisdictions/us/states/nc/people/brian-biggs.md
+++ b/data/jurisdictions/us/states/nc/people/brian-biggs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 70"
+represents: "us/states/nc/districts/house/70"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 70 (NC State House of Representatives District 70).
 
+Represents [NC State House of Representatives District 70](/us/states/nc/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/brian-echevarria.md b/data/jurisdictions/us/states/nc/people/brian-echevarria.md
index cd6d74b18d..0e7357ce7c 100644
--- a/data/jurisdictions/us/states/nc/people/brian-echevarria.md
+++ b/data/jurisdictions/us/states/nc/people/brian-echevarria.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 82"
+represents: "us/states/nc/districts/house/82"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 82 (NC State House of Representatives District 82).
 
+Represents [NC State House of Representatives District 82](/us/states/nc/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/brian-turner.md b/data/jurisdictions/us/states/nc/people/brian-turner.md
index 441b159105..2770895552 100644
--- a/data/jurisdictions/us/states/nc/people/brian-turner.md
+++ b/data/jurisdictions/us/states/nc/people/brian-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 116"
+represents: "us/states/nc/districts/house/116"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 116 (NC State House of Representatives District 116).
 
+Represents [NC State House of Representatives District 116](/us/states/nc/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/bryan-cohn.md b/data/jurisdictions/us/states/nc/people/bryan-cohn.md
index 942b63e0c0..3f9a1693a8 100644
--- a/data/jurisdictions/us/states/nc/people/bryan-cohn.md
+++ b/data/jurisdictions/us/states/nc/people/bryan-cohn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 32"
+represents: "us/states/nc/districts/house/32"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 32 (NC State House of Representatives District 32).
 
+Represents [NC State House of Representatives District 32](/us/states/nc/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/buck-newton.md b/data/jurisdictions/us/states/nc/people/buck-newton.md
index 4515a6c1cd..3dbc2016a4 100644
--- a/data/jurisdictions/us/states/nc/people/buck-newton.md
+++ b/data/jurisdictions/us/states/nc/people/buck-newton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 4"
+represents: "us/states/nc/districts/senate/4"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 4 (NC State Senate District 4).
 
+Represents [NC State Senate District 4](/us/states/nc/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/caleb-theodros.md b/data/jurisdictions/us/states/nc/people/caleb-theodros.md
index a0b6b6a9d3..3d131fdc7c 100644
--- a/data/jurisdictions/us/states/nc/people/caleb-theodros.md
+++ b/data/jurisdictions/us/states/nc/people/caleb-theodros.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 41"
+represents: "us/states/nc/districts/senate/41"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 41 (NC State Senate District 41).
 
+Represents [NC State Senate District 41](/us/states/nc/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/carl-ford.md b/data/jurisdictions/us/states/nc/people/carl-ford.md
index 2b0422d32a..3281386ff4 100644
--- a/data/jurisdictions/us/states/nc/people/carl-ford.md
+++ b/data/jurisdictions/us/states/nc/people/carl-ford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 33"
+represents: "us/states/nc/districts/senate/33"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 33 (NC State Senate District 33).
 
+Represents [NC State Senate District 33](/us/states/nc/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/carla-cunningham.md b/data/jurisdictions/us/states/nc/people/carla-cunningham.md
index 8858add45f..7ec5957cd8 100644
--- a/data/jurisdictions/us/states/nc/people/carla-cunningham.md
+++ b/data/jurisdictions/us/states/nc/people/carla-cunningham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 106"
+represents: "us/states/nc/districts/house/106"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 106 (NC State House of Representatives District 106).
 
+Represents [NC State House of Representatives District 106](/us/states/nc/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/carolyn-logan.md b/data/jurisdictions/us/states/nc/people/carolyn-logan.md
index 43c426ab06..9d618e4350 100644
--- a/data/jurisdictions/us/states/nc/people/carolyn-logan.md
+++ b/data/jurisdictions/us/states/nc/people/carolyn-logan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 101"
+represents: "us/states/nc/districts/house/101"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 101 (NC State House of Representatives District 101).
 
+Represents [NC State House of Representatives District 101](/us/states/nc/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/carson-smith.md b/data/jurisdictions/us/states/nc/people/carson-smith.md
index 4eb2a5da46..989cd20be9 100644
--- a/data/jurisdictions/us/states/nc/people/carson-smith.md
+++ b/data/jurisdictions/us/states/nc/people/carson-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 16"
+represents: "us/states/nc/districts/house/16"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 16 (NC State House of Representatives District 16).
 
+Represents [NC State House of Representatives District 16](/us/states/nc/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/celeste-cairns.md b/data/jurisdictions/us/states/nc/people/celeste-cairns.md
index a1bd413966..2cac4c45d3 100644
--- a/data/jurisdictions/us/states/nc/people/celeste-cairns.md
+++ b/data/jurisdictions/us/states/nc/people/celeste-cairns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 13"
+represents: "us/states/nc/districts/house/13"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 13 (NC State House of Representatives District 13).
 
+Represents [NC State House of Representatives District 13](/us/states/nc/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/charles-smith.md b/data/jurisdictions/us/states/nc/people/charles-smith.md
index e1893bad82..ef4e9ad73a 100644
--- a/data/jurisdictions/us/states/nc/people/charles-smith.md
+++ b/data/jurisdictions/us/states/nc/people/charles-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 44"
+represents: "us/states/nc/districts/house/44"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 44 (NC State House of Representatives District 44).
 
+Represents [NC State House of Representatives District 44](/us/states/nc/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/charlie-miller.md b/data/jurisdictions/us/states/nc/people/charlie-miller.md
index 0ba735ed56..3c4db02390 100644
--- a/data/jurisdictions/us/states/nc/people/charlie-miller.md
+++ b/data/jurisdictions/us/states/nc/people/charlie-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 19"
+represents: "us/states/nc/districts/house/19"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 19 (NC State House of Representatives District 19).
 
+Represents [NC State House of Representatives District 19](/us/states/nc/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/chris-humphrey.md b/data/jurisdictions/us/states/nc/people/chris-humphrey.md
index ed1a72af12..8067fbff61 100644
--- a/data/jurisdictions/us/states/nc/people/chris-humphrey.md
+++ b/data/jurisdictions/us/states/nc/people/chris-humphrey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 12"
+represents: "us/states/nc/districts/house/12"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 12 (NC State House of Representatives District 12).
 
+Represents [NC State House of Representatives District 12](/us/states/nc/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/chris-measmer.md b/data/jurisdictions/us/states/nc/people/chris-measmer.md
index c6e9f51ae4..c03dc793d5 100644
--- a/data/jurisdictions/us/states/nc/people/chris-measmer.md
+++ b/data/jurisdictions/us/states/nc/people/chris-measmer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 34"
+represents: "us/states/nc/districts/senate/34"
 tenure:
   start: "2025-04-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 34 (NC State Senate District 34).
 
+Represents [NC State Senate District 34](/us/states/nc/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/cody-huneycutt.md b/data/jurisdictions/us/states/nc/people/cody-huneycutt.md
index a84e3910d6..466247ae2b 100644
--- a/data/jurisdictions/us/states/nc/people/cody-huneycutt.md
+++ b/data/jurisdictions/us/states/nc/people/cody-huneycutt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 67"
+represents: "us/states/nc/districts/house/67"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 67 (NC State House of Representatives District 67).
 
+Represents [NC State House of Representatives District 67](/us/states/nc/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/cynthia-ball.md b/data/jurisdictions/us/states/nc/people/cynthia-ball.md
index f336809026..aaf35d83dd 100644
--- a/data/jurisdictions/us/states/nc/people/cynthia-ball.md
+++ b/data/jurisdictions/us/states/nc/people/cynthia-ball.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 49"
+represents: "us/states/nc/districts/house/49"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 49 (NC State House of Representatives District 49).
 
+Represents [NC State House of Representatives District 49](/us/states/nc/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/dan-blue.md b/data/jurisdictions/us/states/nc/people/dan-blue.md
index a3da4e7265..e83a114028 100644
--- a/data/jurisdictions/us/states/nc/people/dan-blue.md
+++ b/data/jurisdictions/us/states/nc/people/dan-blue.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 14"
+represents: "us/states/nc/districts/senate/14"
 tenure:
   start: "2009-05-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 14 (NC State Senate District 14).
 
+Represents [NC State Senate District 14](/us/states/nc/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/dana-jones.md b/data/jurisdictions/us/states/nc/people/dana-jones.md
index 1926274518..21ad105fa3 100644
--- a/data/jurisdictions/us/states/nc/people/dana-jones.md
+++ b/data/jurisdictions/us/states/nc/people/dana-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 31"
+represents: "us/states/nc/districts/senate/31"
 tenure:
   start: "2024-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 31 (NC State Senate District 31).
 
+Represents [NC State Senate District 31](/us/states/nc/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/danny-britt.md b/data/jurisdictions/us/states/nc/people/danny-britt.md
index 9c3d594c9e..b1ac50ba58 100644
--- a/data/jurisdictions/us/states/nc/people/danny-britt.md
+++ b/data/jurisdictions/us/states/nc/people/danny-britt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 24"
+represents: "us/states/nc/districts/senate/24"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 24 (NC State Senate District 24).
 
+Represents [NC State Senate District 24](/us/states/nc/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/dante-pittman.md b/data/jurisdictions/us/states/nc/people/dante-pittman.md
index 59e619ec6c..1d68eb4271 100644
--- a/data/jurisdictions/us/states/nc/people/dante-pittman.md
+++ b/data/jurisdictions/us/states/nc/people/dante-pittman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 24"
+represents: "us/states/nc/districts/house/24"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 24 (NC State House of Representatives District 24).
 
+Represents [NC State House of Representatives District 24](/us/states/nc/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/dave-craven.md b/data/jurisdictions/us/states/nc/people/dave-craven.md
index 89e224928b..f10b9dd714 100644
--- a/data/jurisdictions/us/states/nc/people/dave-craven.md
+++ b/data/jurisdictions/us/states/nc/people/dave-craven.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 29"
+represents: "us/states/nc/districts/senate/29"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 29 (NC State Senate District 29).
 
+Represents [NC State Senate District 29](/us/states/nc/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/david-willis.md b/data/jurisdictions/us/states/nc/people/david-willis.md
index 73340765b6..d572244b59 100644
--- a/data/jurisdictions/us/states/nc/people/david-willis.md
+++ b/data/jurisdictions/us/states/nc/people/david-willis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 68"
+represents: "us/states/nc/districts/house/68"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 68 (NC State House of Representatives District 68).
 
+Represents [NC State House of Representatives District 68](/us/states/nc/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/dean-arp.md b/data/jurisdictions/us/states/nc/people/dean-arp.md
index de46741f66..b3942fbaa3 100644
--- a/data/jurisdictions/us/states/nc/people/dean-arp.md
+++ b/data/jurisdictions/us/states/nc/people/dean-arp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 69"
+represents: "us/states/nc/districts/house/69"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 69 (NC State House of Representatives District 69).
 
+Represents [NC State House of Representatives District 69](/us/states/nc/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/deandrea-salvador.md b/data/jurisdictions/us/states/nc/people/deandrea-salvador.md
index 3faaeca11b..9d57e8c069 100644
--- a/data/jurisdictions/us/states/nc/people/deandrea-salvador.md
+++ b/data/jurisdictions/us/states/nc/people/deandrea-salvador.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 39"
+represents: "us/states/nc/districts/senate/39"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 39 (NC State Senate District 39).
 
+Represents [NC State Senate District 39](/us/states/nc/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/deb-butler.md b/data/jurisdictions/us/states/nc/people/deb-butler.md
index d8be2a84c1..ed348ecaf4 100644
--- a/data/jurisdictions/us/states/nc/people/deb-butler.md
+++ b/data/jurisdictions/us/states/nc/people/deb-butler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 18"
+represents: "us/states/nc/districts/house/18"
 tenure:
   start: "2017-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 18 (NC State House of Representatives District 18).
 
+Represents [NC State House of Representatives District 18](/us/states/nc/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/dennis-riddell.md b/data/jurisdictions/us/states/nc/people/dennis-riddell.md
index 55830b6db6..6384e71cae 100644
--- a/data/jurisdictions/us/states/nc/people/dennis-riddell.md
+++ b/data/jurisdictions/us/states/nc/people/dennis-riddell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 64"
+represents: "us/states/nc/districts/house/64"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 64 (NC State House of Representatives District 64).
 
+Represents [NC State House of Representatives District 64](/us/states/nc/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/destin-hall.md b/data/jurisdictions/us/states/nc/people/destin-hall.md
index 9189af0f61..fab509346e 100644
--- a/data/jurisdictions/us/states/nc/people/destin-hall.md
+++ b/data/jurisdictions/us/states/nc/people/destin-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 87"
+represents: "us/states/nc/districts/house/87"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 87 (NC State House of Representatives District 87).
 
+Represents [NC State House of Representatives District 87](/us/states/nc/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/diane-wheatley.md b/data/jurisdictions/us/states/nc/people/diane-wheatley.md
index 4be495e471..f1a3749c29 100644
--- a/data/jurisdictions/us/states/nc/people/diane-wheatley.md
+++ b/data/jurisdictions/us/states/nc/people/diane-wheatley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 43"
+represents: "us/states/nc/districts/house/43"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 43 (NC State House of Representatives District 43).
 
+Represents [NC State House of Representatives District 43](/us/states/nc/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/donna-white.md b/data/jurisdictions/us/states/nc/people/donna-white.md
index ec00c4b03d..2c10c084de 100644
--- a/data/jurisdictions/us/states/nc/people/donna-white.md
+++ b/data/jurisdictions/us/states/nc/people/donna-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 26"
+represents: "us/states/nc/districts/house/26"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 26 (NC State House of Representatives District 26).
 
+Represents [NC State House of Representatives District 26](/us/states/nc/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/donnie-loftis.md b/data/jurisdictions/us/states/nc/people/donnie-loftis.md
index 32cbed6875..a6af231040 100644
--- a/data/jurisdictions/us/states/nc/people/donnie-loftis.md
+++ b/data/jurisdictions/us/states/nc/people/donnie-loftis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 109"
+represents: "us/states/nc/districts/house/109"
 tenure:
   start: "2021-10-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 109 (NC State House of Representatives District 109).
 
+Represents [NC State House of Representatives District 109](/us/states/nc/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/donny-lambeth.md b/data/jurisdictions/us/states/nc/people/donny-lambeth.md
index 625bc04b30..514df4d452 100644
--- a/data/jurisdictions/us/states/nc/people/donny-lambeth.md
+++ b/data/jurisdictions/us/states/nc/people/donny-lambeth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 75"
+represents: "us/states/nc/districts/house/75"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 75 (NC State House of Representatives District 75).
 
+Represents [NC State House of Representatives District 75](/us/states/nc/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/dudley-greene.md b/data/jurisdictions/us/states/nc/people/dudley-greene.md
index 0fbba81578..f9fa17703e 100644
--- a/data/jurisdictions/us/states/nc/people/dudley-greene.md
+++ b/data/jurisdictions/us/states/nc/people/dudley-greene.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 85"
+represents: "us/states/nc/districts/house/85"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 85 (NC State House of Representatives District 85).
 
+Represents [NC State House of Representatives District 85](/us/states/nc/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/ed-goodwin.md b/data/jurisdictions/us/states/nc/people/ed-goodwin.md
index 9faeb52134..039fea1ce4 100644
--- a/data/jurisdictions/us/states/nc/people/ed-goodwin.md
+++ b/data/jurisdictions/us/states/nc/people/ed-goodwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 1"
+represents: "us/states/nc/districts/house/1"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 1 (NC State House of Representatives District 1).
 
+Represents [NC State House of Representatives District 1](/us/states/nc/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/eddie-settle.md b/data/jurisdictions/us/states/nc/people/eddie-settle.md
index c63352a7f5..0318cac5f2 100644
--- a/data/jurisdictions/us/states/nc/people/eddie-settle.md
+++ b/data/jurisdictions/us/states/nc/people/eddie-settle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 36"
+represents: "us/states/nc/districts/senate/36"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 36 (NC State Senate District 36).
 
+Represents [NC State Senate District 36](/us/states/nc/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/eric-ager.md b/data/jurisdictions/us/states/nc/people/eric-ager.md
index 04e97ef129..f4a93a2839 100644
--- a/data/jurisdictions/us/states/nc/people/eric-ager.md
+++ b/data/jurisdictions/us/states/nc/people/eric-ager.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 114"
+represents: "us/states/nc/districts/house/114"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 114 (NC State House of Representatives District 114).
 
+Represents [NC State House of Representatives District 114](/us/states/nc/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/erin-pare.md b/data/jurisdictions/us/states/nc/people/erin-pare.md
index 53a0b90f84..436ee6b110 100644
--- a/data/jurisdictions/us/states/nc/people/erin-pare.md
+++ b/data/jurisdictions/us/states/nc/people/erin-pare.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 37"
+represents: "us/states/nc/districts/house/37"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 37 (NC State House of Representatives District 37).
 
+Represents [NC State House of Representatives District 37](/us/states/nc/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/frances-jackson.md b/data/jurisdictions/us/states/nc/people/frances-jackson.md
index 190a070a46..1f2fe879d3 100644
--- a/data/jurisdictions/us/states/nc/people/frances-jackson.md
+++ b/data/jurisdictions/us/states/nc/people/frances-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 45"
+represents: "us/states/nc/districts/house/45"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 45 (NC State House of Representatives District 45).
 
+Represents [NC State House of Representatives District 45](/us/states/nc/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/frank-iler.md b/data/jurisdictions/us/states/nc/people/frank-iler.md
index c7eadebf91..ca0b281ec1 100644
--- a/data/jurisdictions/us/states/nc/people/frank-iler.md
+++ b/data/jurisdictions/us/states/nc/people/frank-iler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 17"
+represents: "us/states/nc/districts/house/17"
 tenure:
   start: "2009-06-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 17 (NC State House of Representatives District 17).
 
+Represents [NC State House of Representatives District 17](/us/states/nc/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/gale-adcock.md b/data/jurisdictions/us/states/nc/people/gale-adcock.md
index 56b092177d..1960bce9b6 100644
--- a/data/jurisdictions/us/states/nc/people/gale-adcock.md
+++ b/data/jurisdictions/us/states/nc/people/gale-adcock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 16"
+represents: "us/states/nc/districts/senate/16"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 16 (NC State Senate District 16).
 
+Represents [NC State Senate District 16](/us/states/nc/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/garland-pierce.md b/data/jurisdictions/us/states/nc/people/garland-pierce.md
index 9022b5f923..0b9e0307c6 100644
--- a/data/jurisdictions/us/states/nc/people/garland-pierce.md
+++ b/data/jurisdictions/us/states/nc/people/garland-pierce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 48"
+represents: "us/states/nc/districts/house/48"
 tenure:
   start: "2005-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 48 (NC State House of Representatives District 48).
 
+Represents [NC State House of Representatives District 48](/us/states/nc/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/gladys-robinson.md b/data/jurisdictions/us/states/nc/people/gladys-robinson.md
index 75c2343034..6d99d4e911 100644
--- a/data/jurisdictions/us/states/nc/people/gladys-robinson.md
+++ b/data/jurisdictions/us/states/nc/people/gladys-robinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 28"
+represents: "us/states/nc/districts/senate/28"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 28 (NC State Senate District 28).
 
+Represents [NC State Senate District 28](/us/states/nc/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/gloristine-brown.md b/data/jurisdictions/us/states/nc/people/gloristine-brown.md
index 3a9a09bf40..12c2c98cb8 100644
--- a/data/jurisdictions/us/states/nc/people/gloristine-brown.md
+++ b/data/jurisdictions/us/states/nc/people/gloristine-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 8"
+represents: "us/states/nc/districts/house/8"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 8 (NC State House of Representatives District 8).
 
+Represents [NC State House of Representatives District 8](/us/states/nc/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/grant-campbell.md b/data/jurisdictions/us/states/nc/people/grant-campbell.md
index cf1b94d746..bc5a623743 100644
--- a/data/jurisdictions/us/states/nc/people/grant-campbell.md
+++ b/data/jurisdictions/us/states/nc/people/grant-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 83"
+represents: "us/states/nc/districts/house/83"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 83 (NC State House of Representatives District 83).
 
+Represents [NC State House of Representatives District 83](/us/states/nc/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/harry-warren.md b/data/jurisdictions/us/states/nc/people/harry-warren.md
index d50c36258b..9fd6534b9e 100644
--- a/data/jurisdictions/us/states/nc/people/harry-warren.md
+++ b/data/jurisdictions/us/states/nc/people/harry-warren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 76"
+represents: "us/states/nc/districts/house/76"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 76 (NC State House of Representatives District 76).
 
+Represents [NC State House of Representatives District 76](/us/states/nc/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/haseeb-fatmi.md b/data/jurisdictions/us/states/nc/people/haseeb-fatmi.md
index dc783ebdf6..413d6e3cdf 100644
--- a/data/jurisdictions/us/states/nc/people/haseeb-fatmi.md
+++ b/data/jurisdictions/us/states/nc/people/haseeb-fatmi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 18"
+represents: "us/states/nc/districts/senate/18"
 tenure:
   start: "2026-05-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 18 (NC State Senate District 18).
 
+Represents [NC State Senate District 18](/us/states/nc/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/heather-rhyne.md b/data/jurisdictions/us/states/nc/people/heather-rhyne.md
index 5b61ee8202..203662c3d6 100644
--- a/data/jurisdictions/us/states/nc/people/heather-rhyne.md
+++ b/data/jurisdictions/us/states/nc/people/heather-rhyne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 97"
+represents: "us/states/nc/districts/house/97"
 tenure:
   start: "2024-08-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 97 (NC State House of Representatives District 97).
 
+Represents [NC State House of Representatives District 97](/us/states/nc/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/howard-penny.md b/data/jurisdictions/us/states/nc/people/howard-penny.md
index 0038326680..ffeb9d0f88 100644
--- a/data/jurisdictions/us/states/nc/people/howard-penny.md
+++ b/data/jurisdictions/us/states/nc/people/howard-penny.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 53"
+represents: "us/states/nc/districts/house/53"
 tenure:
   start: "2020-09-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 53 (NC State House of Representatives District 53).
 
+Represents [NC State House of Representatives District 53](/us/states/nc/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/hugh-blackwell.md b/data/jurisdictions/us/states/nc/people/hugh-blackwell.md
index 6c34cc0335..f921875c4d 100644
--- a/data/jurisdictions/us/states/nc/people/hugh-blackwell.md
+++ b/data/jurisdictions/us/states/nc/people/hugh-blackwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 86"
+represents: "us/states/nc/districts/house/86"
 tenure:
   start: "2009-01-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 86 (NC State House of Representatives District 86).
 
+Represents [NC State House of Representatives District 86](/us/states/nc/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jake-johnson.md b/data/jurisdictions/us/states/nc/people/jake-johnson.md
index 7657c1db0d..e8d4e6337c 100644
--- a/data/jurisdictions/us/states/nc/people/jake-johnson.md
+++ b/data/jurisdictions/us/states/nc/people/jake-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 113"
+represents: "us/states/nc/districts/house/113"
 tenure:
   start: "2019-08-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 113 (NC State House of Representatives District 113).
 
+Represents [NC State House of Representatives District 113](/us/states/nc/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/james-roberson.md b/data/jurisdictions/us/states/nc/people/james-roberson.md
index bdf1d2a167..af79291135 100644
--- a/data/jurisdictions/us/states/nc/people/james-roberson.md
+++ b/data/jurisdictions/us/states/nc/people/james-roberson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 39"
+represents: "us/states/nc/districts/house/39"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 39 (NC State House of Representatives District 39).
 
+Represents [NC State House of Representatives District 39](/us/states/nc/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jay-adams.md b/data/jurisdictions/us/states/nc/people/jay-adams.md
index 4f971bbadb..512c541254 100644
--- a/data/jurisdictions/us/states/nc/people/jay-adams.md
+++ b/data/jurisdictions/us/states/nc/people/jay-adams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 96"
+represents: "us/states/nc/districts/house/96"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 96 (NC State House of Representatives District 96).
 
+Represents [NC State House of Representatives District 96](/us/states/nc/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jay-chaudhuri.md b/data/jurisdictions/us/states/nc/people/jay-chaudhuri.md
index 02a4a0efc3..6d710d92a9 100644
--- a/data/jurisdictions/us/states/nc/people/jay-chaudhuri.md
+++ b/data/jurisdictions/us/states/nc/people/jay-chaudhuri.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 15"
+represents: "us/states/nc/districts/senate/15"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 15 (NC State Senate District 15).
 
+Represents [NC State Senate District 15](/us/states/nc/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jeff-mcneely.md b/data/jurisdictions/us/states/nc/people/jeff-mcneely.md
index 80c8dd8797..c2422f0db4 100644
--- a/data/jurisdictions/us/states/nc/people/jeff-mcneely.md
+++ b/data/jurisdictions/us/states/nc/people/jeff-mcneely.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 84"
+represents: "us/states/nc/districts/house/84"
 tenure:
   start: "2019-07-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 84 (NC State House of Representatives District 84).
 
+Represents [NC State House of Representatives District 84](/us/states/nc/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jeff-zenger.md b/data/jurisdictions/us/states/nc/people/jeff-zenger.md
index 9a74c99c37..c3651b7cc1 100644
--- a/data/jurisdictions/us/states/nc/people/jeff-zenger.md
+++ b/data/jurisdictions/us/states/nc/people/jeff-zenger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 74"
+represents: "us/states/nc/districts/house/74"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 74 (NC State House of Representatives District 74).
 
+Represents [NC State House of Representatives District 74](/us/states/nc/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jennifer-balkcom.md b/data/jurisdictions/us/states/nc/people/jennifer-balkcom.md
index 67d84d501f..d0dba20a6b 100644
--- a/data/jurisdictions/us/states/nc/people/jennifer-balkcom.md
+++ b/data/jurisdictions/us/states/nc/people/jennifer-balkcom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 117"
+represents: "us/states/nc/districts/house/117"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 117 (NC State House of Representatives District 117).
 
+Represents [NC State House of Representatives District 117](/us/states/nc/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jim-burgin.md b/data/jurisdictions/us/states/nc/people/jim-burgin.md
index 4d59501b90..e5599c332e 100644
--- a/data/jurisdictions/us/states/nc/people/jim-burgin.md
+++ b/data/jurisdictions/us/states/nc/people/jim-burgin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 12"
+represents: "us/states/nc/districts/senate/12"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 12 (NC State Senate District 12).
 
+Represents [NC State Senate District 12](/us/states/nc/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jimmy-dixon.md b/data/jurisdictions/us/states/nc/people/jimmy-dixon.md
index ccda2329e0..5737c5aa63 100644
--- a/data/jurisdictions/us/states/nc/people/jimmy-dixon.md
+++ b/data/jurisdictions/us/states/nc/people/jimmy-dixon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 4"
+represents: "us/states/nc/districts/house/4"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 4 (NC State House of Representatives District 4).
 
+Represents [NC State House of Representatives District 4](/us/states/nc/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/joe-pike.md b/data/jurisdictions/us/states/nc/people/joe-pike.md
index b3ce489e54..a90d748d2b 100644
--- a/data/jurisdictions/us/states/nc/people/joe-pike.md
+++ b/data/jurisdictions/us/states/nc/people/joe-pike.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 6"
+represents: "us/states/nc/districts/house/6"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 6 (NC State House of Representatives District 6).
 
+Represents [NC State House of Representatives District 6](/us/states/nc/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/john-bell.md b/data/jurisdictions/us/states/nc/people/john-bell.md
index 9da58c2ca2..e88071ce98 100644
--- a/data/jurisdictions/us/states/nc/people/john-bell.md
+++ b/data/jurisdictions/us/states/nc/people/john-bell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 10"
+represents: "us/states/nc/districts/house/10"
 tenure:
   start: "2013-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 10 (NC State House of Representatives District 10).
 
+Represents [NC State House of Representatives District 10](/us/states/nc/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/john-blust.md b/data/jurisdictions/us/states/nc/people/john-blust.md
index d96e409054..7ac2b958d2 100644
--- a/data/jurisdictions/us/states/nc/people/john-blust.md
+++ b/data/jurisdictions/us/states/nc/people/john-blust.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 62"
+represents: "us/states/nc/districts/house/62"
 tenure:
   start: "2024-09-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 62 (NC State House of Representatives District 62).
 
+Represents [NC State House of Representatives District 62](/us/states/nc/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/john-lowery.md b/data/jurisdictions/us/states/nc/people/john-lowery.md
index ce03e9dd9e..7b20888a78 100644
--- a/data/jurisdictions/us/states/nc/people/john-lowery.md
+++ b/data/jurisdictions/us/states/nc/people/john-lowery.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 47"
+represents: "us/states/nc/districts/house/47"
 tenure:
   start: "2025-10-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 47 (NC State House of Representatives District 47).
 
+Represents [NC State House of Representatives District 47](/us/states/nc/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/john-sauls.md b/data/jurisdictions/us/states/nc/people/john-sauls.md
index 2d57720166..bbe6f9efc0 100644
--- a/data/jurisdictions/us/states/nc/people/john-sauls.md
+++ b/data/jurisdictions/us/states/nc/people/john-sauls.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 51"
+represents: "us/states/nc/districts/house/51"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 51 (NC State House of Representatives District 51).
 
+Represents [NC State House of Representatives District 51](/us/states/nc/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/john-torbett.md b/data/jurisdictions/us/states/nc/people/john-torbett.md
index fc661f766e..336d1e6b06 100644
--- a/data/jurisdictions/us/states/nc/people/john-torbett.md
+++ b/data/jurisdictions/us/states/nc/people/john-torbett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 108"
+represents: "us/states/nc/districts/house/108"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 108 (NC State House of Representatives District 108).
 
+Represents [NC State House of Representatives District 108](/us/states/nc/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jonah-garson.md b/data/jurisdictions/us/states/nc/people/jonah-garson.md
index 00332f3d67..7f45637941 100644
--- a/data/jurisdictions/us/states/nc/people/jonah-garson.md
+++ b/data/jurisdictions/us/states/nc/people/jonah-garson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 23"
+represents: "us/states/nc/districts/senate/23"
 tenure:
   start: "2026-04-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 23 (NC State Senate District 23).
 
+Represents [NC State Senate District 23](/us/states/nc/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jonathan-almond.md b/data/jurisdictions/us/states/nc/people/jonathan-almond.md
index 92fa9000b7..084fbd48df 100644
--- a/data/jurisdictions/us/states/nc/people/jonathan-almond.md
+++ b/data/jurisdictions/us/states/nc/people/jonathan-almond.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 73"
+represents: "us/states/nc/districts/house/73"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 73 (NC State House of Representatives District 73).
 
+Represents [NC State House of Representatives District 73](/us/states/nc/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/jordan-lopez.md b/data/jurisdictions/us/states/nc/people/jordan-lopez.md
index eafdfe1a35..d82e3a86f1 100644
--- a/data/jurisdictions/us/states/nc/people/jordan-lopez.md
+++ b/data/jurisdictions/us/states/nc/people/jordan-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 112"
+represents: "us/states/nc/districts/house/112"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 112 (NC State House of Representatives District 112).
 
+Represents [NC State House of Representatives District 112](/us/states/nc/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/joyce-waddell.md b/data/jurisdictions/us/states/nc/people/joyce-waddell.md
index 473a4331d0..34012140ef 100644
--- a/data/jurisdictions/us/states/nc/people/joyce-waddell.md
+++ b/data/jurisdictions/us/states/nc/people/joyce-waddell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 40"
+represents: "us/states/nc/districts/senate/40"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 40 (NC State Senate District 40).
 
+Represents [NC State Senate District 40](/us/states/nc/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/julia-greenfield.md b/data/jurisdictions/us/states/nc/people/julia-greenfield.md
index 66157b01bf..dc5243ee00 100644
--- a/data/jurisdictions/us/states/nc/people/julia-greenfield.md
+++ b/data/jurisdictions/us/states/nc/people/julia-greenfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 100"
+represents: "us/states/nc/districts/house/100"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 100 (NC State House of Representatives District 100).
 
+Represents [NC State House of Representatives District 100](/us/states/nc/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/julia-howard.md b/data/jurisdictions/us/states/nc/people/julia-howard.md
index 75ab51c9e8..8063e1a571 100644
--- a/data/jurisdictions/us/states/nc/people/julia-howard.md
+++ b/data/jurisdictions/us/states/nc/people/julia-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 77"
+represents: "us/states/nc/districts/house/77"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 77 (NC State House of Representatives District 77).
 
+Represents [NC State House of Representatives District 77](/us/states/nc/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/julie-mayfield.md b/data/jurisdictions/us/states/nc/people/julie-mayfield.md
index 02d246fce3..312c2a6305 100644
--- a/data/jurisdictions/us/states/nc/people/julie-mayfield.md
+++ b/data/jurisdictions/us/states/nc/people/julie-mayfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 49"
+represents: "us/states/nc/districts/senate/49"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 49 (NC State Senate District 49).
 
+Represents [NC State Senate District 49](/us/states/nc/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/julie-von-haefen.md b/data/jurisdictions/us/states/nc/people/julie-von-haefen.md
index d290e6e715..1724206369 100644
--- a/data/jurisdictions/us/states/nc/people/julie-von-haefen.md
+++ b/data/jurisdictions/us/states/nc/people/julie-von-haefen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 36"
+represents: "us/states/nc/districts/house/36"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 36 (NC State House of Representatives District 36).
 
+Represents [NC State House of Representatives District 36](/us/states/nc/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/kandie-smith.md b/data/jurisdictions/us/states/nc/people/kandie-smith.md
index 4f9f2969c4..d11b03aebf 100644
--- a/data/jurisdictions/us/states/nc/people/kandie-smith.md
+++ b/data/jurisdictions/us/states/nc/people/kandie-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 5"
+represents: "us/states/nc/districts/senate/5"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 5 (NC State Senate District 5).
 
+Represents [NC State Senate District 5](/us/states/nc/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/kanika-brown.md b/data/jurisdictions/us/states/nc/people/kanika-brown.md
index c81cd1b8ec..f1eb56be43 100644
--- a/data/jurisdictions/us/states/nc/people/kanika-brown.md
+++ b/data/jurisdictions/us/states/nc/people/kanika-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 71"
+represents: "us/states/nc/districts/house/71"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 71 (NC State House of Representatives District 71).
 
+Represents [NC State House of Representatives District 71](/us/states/nc/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/karl-gillespie.md b/data/jurisdictions/us/states/nc/people/karl-gillespie.md
index 3fbdc251a4..06a6c6bdee 100644
--- a/data/jurisdictions/us/states/nc/people/karl-gillespie.md
+++ b/data/jurisdictions/us/states/nc/people/karl-gillespie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 120"
+represents: "us/states/nc/districts/house/120"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 120 (NC State House of Representatives District 120).
 
+Represents [NC State House of Representatives District 120](/us/states/nc/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/keith-kidwell.md b/data/jurisdictions/us/states/nc/people/keith-kidwell.md
index ac279d0cd0..68ec377edc 100644
--- a/data/jurisdictions/us/states/nc/people/keith-kidwell.md
+++ b/data/jurisdictions/us/states/nc/people/keith-kidwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 79"
+represents: "us/states/nc/districts/house/79"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 79 (NC State House of Representatives District 79).
 
+Represents [NC State House of Representatives District 79](/us/states/nc/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/kelly-hastings.md b/data/jurisdictions/us/states/nc/people/kelly-hastings.md
index d8a4d19688..e1d842b811 100644
--- a/data/jurisdictions/us/states/nc/people/kelly-hastings.md
+++ b/data/jurisdictions/us/states/nc/people/kelly-hastings.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 110"
+represents: "us/states/nc/districts/house/110"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 110 (NC State House of Representatives District 110).
 
+Represents [NC State House of Representatives District 110](/us/states/nc/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/kevin-corbin.md b/data/jurisdictions/us/states/nc/people/kevin-corbin.md
index 4c07944bb7..2a27883f81 100644
--- a/data/jurisdictions/us/states/nc/people/kevin-corbin.md
+++ b/data/jurisdictions/us/states/nc/people/kevin-corbin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 50"
+represents: "us/states/nc/districts/senate/50"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 50 (NC State Senate District 50).
 
+Represents [NC State Senate District 50](/us/states/nc/districts/senate/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/kyle-hall.md b/data/jurisdictions/us/states/nc/people/kyle-hall.md
index 9638658904..daa8225a0f 100644
--- a/data/jurisdictions/us/states/nc/people/kyle-hall.md
+++ b/data/jurisdictions/us/states/nc/people/kyle-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 91"
+represents: "us/states/nc/districts/house/91"
 tenure:
   start: "2015-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 91 (NC State House of Representatives District 91).
 
+Represents [NC State House of Representatives District 91](/us/states/nc/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/larry-potts.md b/data/jurisdictions/us/states/nc/people/larry-potts.md
index 82907b482f..e780d70d7f 100644
--- a/data/jurisdictions/us/states/nc/people/larry-potts.md
+++ b/data/jurisdictions/us/states/nc/people/larry-potts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 81"
+represents: "us/states/nc/districts/house/81"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 81 (NC State House of Representatives District 81).
 
+Represents [NC State House of Representatives District 81](/us/states/nc/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/larry-strickland.md b/data/jurisdictions/us/states/nc/people/larry-strickland.md
index 442bec65bc..a70a32551f 100644
--- a/data/jurisdictions/us/states/nc/people/larry-strickland.md
+++ b/data/jurisdictions/us/states/nc/people/larry-strickland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 28"
+represents: "us/states/nc/districts/house/28"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 28 (NC State House of Representatives District 28).
 
+Represents [NC State House of Representatives District 28](/us/states/nc/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/laura-budd.md b/data/jurisdictions/us/states/nc/people/laura-budd.md
index 16eeca12ce..66c8551414 100644
--- a/data/jurisdictions/us/states/nc/people/laura-budd.md
+++ b/data/jurisdictions/us/states/nc/people/laura-budd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 103"
+represents: "us/states/nc/districts/house/103"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 103 (NC State House of Representatives District 103).
 
+Represents [NC State House of Representatives District 103](/us/states/nc/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/lindsey-prather.md b/data/jurisdictions/us/states/nc/people/lindsey-prather.md
index c464ad87c3..63a9ac4702 100644
--- a/data/jurisdictions/us/states/nc/people/lindsey-prather.md
+++ b/data/jurisdictions/us/states/nc/people/lindsey-prather.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 115"
+represents: "us/states/nc/districts/house/115"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 115 (NC State House of Representatives District 115).
 
+Represents [NC State House of Representatives District 115](/us/states/nc/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/lisa-barnes.md b/data/jurisdictions/us/states/nc/people/lisa-barnes.md
index 7b5598a81f..8b9b6851db 100644
--- a/data/jurisdictions/us/states/nc/people/lisa-barnes.md
+++ b/data/jurisdictions/us/states/nc/people/lisa-barnes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 11"
+represents: "us/states/nc/districts/senate/11"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 11 (NC State Senate District 11).
 
+Represents [NC State Senate District 11](/us/states/nc/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/lisa-grafstein.md b/data/jurisdictions/us/states/nc/people/lisa-grafstein.md
index 4933283f6c..497800f7d9 100644
--- a/data/jurisdictions/us/states/nc/people/lisa-grafstein.md
+++ b/data/jurisdictions/us/states/nc/people/lisa-grafstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 13"
+represents: "us/states/nc/districts/senate/13"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 13 (NC State Senate District 13).
 
+Represents [NC State Senate District 13](/us/states/nc/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/marcia-morey.md b/data/jurisdictions/us/states/nc/people/marcia-morey.md
index f5e64f75c2..706032af2a 100644
--- a/data/jurisdictions/us/states/nc/people/marcia-morey.md
+++ b/data/jurisdictions/us/states/nc/people/marcia-morey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 30"
+represents: "us/states/nc/districts/house/30"
 tenure:
   start: "2017-04-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 30 (NC State House of Representatives District 30).
 
+Represents [NC State House of Representatives District 30](/us/states/nc/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/maria-cervania.md b/data/jurisdictions/us/states/nc/people/maria-cervania.md
index 27f5f49759..ce08e95030 100644
--- a/data/jurisdictions/us/states/nc/people/maria-cervania.md
+++ b/data/jurisdictions/us/states/nc/people/maria-cervania.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 41"
+represents: "us/states/nc/districts/house/41"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 41 (NC State House of Representatives District 41).
 
+Represents [NC State House of Representatives District 41](/us/states/nc/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/mark-brody.md b/data/jurisdictions/us/states/nc/people/mark-brody.md
index 2582c8d7b4..3e367053bb 100644
--- a/data/jurisdictions/us/states/nc/people/mark-brody.md
+++ b/data/jurisdictions/us/states/nc/people/mark-brody.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 55"
+represents: "us/states/nc/districts/house/55"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 55 (NC State House of Representatives District 55).
 
+Represents [NC State House of Representatives District 55](/us/states/nc/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/mark-hollo.md b/data/jurisdictions/us/states/nc/people/mark-hollo.md
index 18f848636c..b284ee1bcc 100644
--- a/data/jurisdictions/us/states/nc/people/mark-hollo.md
+++ b/data/jurisdictions/us/states/nc/people/mark-hollo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 45"
+represents: "us/states/nc/districts/senate/45"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 45 (NC State Senate District 45).
 
+Represents [NC State Senate District 45](/us/states/nc/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/mark-pless.md b/data/jurisdictions/us/states/nc/people/mark-pless.md
index e1239857f4..5c5d0062c6 100644
--- a/data/jurisdictions/us/states/nc/people/mark-pless.md
+++ b/data/jurisdictions/us/states/nc/people/mark-pless.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 118"
+represents: "us/states/nc/districts/house/118"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 118 (NC State House of Representatives District 118).
 
+Represents [NC State House of Representatives District 118](/us/states/nc/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/mary-belk.md b/data/jurisdictions/us/states/nc/people/mary-belk.md
index d31d5aac1c..a8cc77a17b 100644
--- a/data/jurisdictions/us/states/nc/people/mary-belk.md
+++ b/data/jurisdictions/us/states/nc/people/mary-belk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 88"
+represents: "us/states/nc/districts/house/88"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 88 (NC State House of Representatives District 88).
 
+Represents [NC State House of Representatives District 88](/us/states/nc/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/matthew-winslow.md b/data/jurisdictions/us/states/nc/people/matthew-winslow.md
index d6c196933a..0e8e06eb53 100644
--- a/data/jurisdictions/us/states/nc/people/matthew-winslow.md
+++ b/data/jurisdictions/us/states/nc/people/matthew-winslow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 7"
+represents: "us/states/nc/districts/house/7"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 7 (NC State House of Representatives District 7).
 
+Represents [NC State House of Representatives District 7](/us/states/nc/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/michael-garrett.md b/data/jurisdictions/us/states/nc/people/michael-garrett.md
index 93b8cfe3db..6760130312 100644
--- a/data/jurisdictions/us/states/nc/people/michael-garrett.md
+++ b/data/jurisdictions/us/states/nc/people/michael-garrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 27"
+represents: "us/states/nc/districts/senate/27"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 27 (NC State Senate District 27).
 
+Represents [NC State Senate District 27](/us/states/nc/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/michael-lazzara.md b/data/jurisdictions/us/states/nc/people/michael-lazzara.md
index 54a3f3eed8..f68a0f028d 100644
--- a/data/jurisdictions/us/states/nc/people/michael-lazzara.md
+++ b/data/jurisdictions/us/states/nc/people/michael-lazzara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 6"
+represents: "us/states/nc/districts/senate/6"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 6 (NC State Senate District 6).
 
+Represents [NC State Senate District 6](/us/states/nc/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/michael-lee.md b/data/jurisdictions/us/states/nc/people/michael-lee.md
index 5fa1982fb7..e930f7bafe 100644
--- a/data/jurisdictions/us/states/nc/people/michael-lee.md
+++ b/data/jurisdictions/us/states/nc/people/michael-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 7"
+represents: "us/states/nc/districts/senate/7"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 7 (NC State Senate District 7).
 
+Represents [NC State Senate District 7](/us/states/nc/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/mike-colvin.md b/data/jurisdictions/us/states/nc/people/mike-colvin.md
index be48905d8e..f3a4cadd78 100644
--- a/data/jurisdictions/us/states/nc/people/mike-colvin.md
+++ b/data/jurisdictions/us/states/nc/people/mike-colvin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 42"
+represents: "us/states/nc/districts/house/42"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 42 (NC State House of Representatives District 42).
 
+Represents [NC State House of Representatives District 42](/us/states/nc/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/mike-schietzelt.md b/data/jurisdictions/us/states/nc/people/mike-schietzelt.md
index cf5ff0a2d0..314f33b29d 100644
--- a/data/jurisdictions/us/states/nc/people/mike-schietzelt.md
+++ b/data/jurisdictions/us/states/nc/people/mike-schietzelt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 35"
+represents: "us/states/nc/districts/house/35"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 35 (NC State House of Representatives District 35).
 
+Represents [NC State House of Representatives District 35](/us/states/nc/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/mitchell-setzer.md b/data/jurisdictions/us/states/nc/people/mitchell-setzer.md
index 5c3efee5ea..fc48c59f52 100644
--- a/data/jurisdictions/us/states/nc/people/mitchell-setzer.md
+++ b/data/jurisdictions/us/states/nc/people/mitchell-setzer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 89"
+represents: "us/states/nc/districts/house/89"
 tenure:
   start: "2003-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 89 (NC State House of Representatives District 89).
 
+Represents [NC State House of Representatives District 89](/us/states/nc/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/monika-johnson-hostler.md b/data/jurisdictions/us/states/nc/people/monika-johnson-hostler.md
index 3dcb5438fb..3cfbf2f1b1 100644
--- a/data/jurisdictions/us/states/nc/people/monika-johnson-hostler.md
+++ b/data/jurisdictions/us/states/nc/people/monika-johnson-hostler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 33"
+represents: "us/states/nc/districts/house/33"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 33 (NC State House of Representatives District 33).
 
+Represents [NC State House of Representatives District 33](/us/states/nc/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/mujtaba-mohammed.md b/data/jurisdictions/us/states/nc/people/mujtaba-mohammed.md
index 5a919aa99e..ce9f66b221 100644
--- a/data/jurisdictions/us/states/nc/people/mujtaba-mohammed.md
+++ b/data/jurisdictions/us/states/nc/people/mujtaba-mohammed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 38"
+represents: "us/states/nc/districts/senate/38"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 38 (NC State Senate District 38).
 
+Represents [NC State Senate District 38](/us/states/nc/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/nasif-majeed.md b/data/jurisdictions/us/states/nc/people/nasif-majeed.md
index cccb818383..6bda0f22ea 100644
--- a/data/jurisdictions/us/states/nc/people/nasif-majeed.md
+++ b/data/jurisdictions/us/states/nc/people/nasif-majeed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 99"
+represents: "us/states/nc/districts/house/99"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 99 (NC State House of Representatives District 99).
 
+Represents [NC State House of Representatives District 99](/us/states/nc/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/natalie-murdock.md b/data/jurisdictions/us/states/nc/people/natalie-murdock.md
index 9b3b7c5829..b740318704 100644
--- a/data/jurisdictions/us/states/nc/people/natalie-murdock.md
+++ b/data/jurisdictions/us/states/nc/people/natalie-murdock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 20"
+represents: "us/states/nc/districts/senate/20"
 tenure:
   start: "2020-04-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 20 (NC State Senate District 20).
 
+Represents [NC State Senate District 20](/us/states/nc/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/neal-jackson.md b/data/jurisdictions/us/states/nc/people/neal-jackson.md
index 116a652a9d..01f9a9556e 100644
--- a/data/jurisdictions/us/states/nc/people/neal-jackson.md
+++ b/data/jurisdictions/us/states/nc/people/neal-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 78"
+represents: "us/states/nc/districts/house/78"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 78 (NC State House of Representatives District 78).
 
+Represents [NC State House of Representatives District 78](/us/states/nc/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/norman-sanderson.md b/data/jurisdictions/us/states/nc/people/norman-sanderson.md
index 055fc82b23..d79d89a032 100644
--- a/data/jurisdictions/us/states/nc/people/norman-sanderson.md
+++ b/data/jurisdictions/us/states/nc/people/norman-sanderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 2"
+represents: "us/states/nc/districts/senate/2"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 2 (NC State Senate District 2).
 
+Represents [NC State Senate District 2](/us/states/nc/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/paul-lowe.md b/data/jurisdictions/us/states/nc/people/paul-lowe.md
index 48e1f66c04..2f4b0e496d 100644
--- a/data/jurisdictions/us/states/nc/people/paul-lowe.md
+++ b/data/jurisdictions/us/states/nc/people/paul-lowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 32"
+represents: "us/states/nc/districts/senate/32"
 tenure:
   start: "2015-01-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 32 (NC State Senate District 32).
 
+Represents [NC State Senate District 32](/us/states/nc/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/paul-scott.md b/data/jurisdictions/us/states/nc/people/paul-scott.md
index 8554ab7550..46de583bba 100644
--- a/data/jurisdictions/us/states/nc/people/paul-scott.md
+++ b/data/jurisdictions/us/states/nc/people/paul-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 111"
+represents: "us/states/nc/districts/house/111"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 111 (NC State House of Representatives District 111).
 
+Represents [NC State House of Representatives District 111](/us/states/nc/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/phil-berger.md b/data/jurisdictions/us/states/nc/people/phil-berger.md
index a64f1506eb..00d01a998d 100644
--- a/data/jurisdictions/us/states/nc/people/phil-berger.md
+++ b/data/jurisdictions/us/states/nc/people/phil-berger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 26"
+represents: "us/states/nc/districts/senate/26"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 26 (NC State Senate District 26).
 
+Represents [NC State Senate District 26](/us/states/nc/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/phil-rubin.md b/data/jurisdictions/us/states/nc/people/phil-rubin.md
index 80335e37cc..f2c2c459d9 100644
--- a/data/jurisdictions/us/states/nc/people/phil-rubin.md
+++ b/data/jurisdictions/us/states/nc/people/phil-rubin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 40"
+represents: "us/states/nc/districts/house/40"
 tenure:
   start: "2025-01-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 40 (NC State House of Representatives District 40).
 
+Represents [NC State House of Representatives District 40](/us/states/nc/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/phil-shepard.md b/data/jurisdictions/us/states/nc/people/phil-shepard.md
index 5df1ed1574..49878dd6f2 100644
--- a/data/jurisdictions/us/states/nc/people/phil-shepard.md
+++ b/data/jurisdictions/us/states/nc/people/phil-shepard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 15"
+represents: "us/states/nc/districts/house/15"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 15 (NC State House of Representatives District 15).
 
+Represents [NC State House of Representatives District 15](/us/states/nc/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/pricey-harrison.md b/data/jurisdictions/us/states/nc/people/pricey-harrison.md
index 73904a0496..97bd20f1eb 100644
--- a/data/jurisdictions/us/states/nc/people/pricey-harrison.md
+++ b/data/jurisdictions/us/states/nc/people/pricey-harrison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 61"
+represents: "us/states/nc/districts/house/61"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 61 (NC State House of Representatives District 61).
 
+Represents [NC State House of Representatives District 61](/us/states/nc/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/ralph-hise.md b/data/jurisdictions/us/states/nc/people/ralph-hise.md
index 114e76a981..9f1ed59150 100644
--- a/data/jurisdictions/us/states/nc/people/ralph-hise.md
+++ b/data/jurisdictions/us/states/nc/people/ralph-hise.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 47"
+represents: "us/states/nc/districts/senate/47"
 tenure:
   start: "2011-01-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 47 (NC State Senate District 47).
 
+Represents [NC State Senate District 47](/us/states/nc/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/ray-jeffers.md b/data/jurisdictions/us/states/nc/people/ray-jeffers.md
index 944281647e..6e3a2fc75a 100644
--- a/data/jurisdictions/us/states/nc/people/ray-jeffers.md
+++ b/data/jurisdictions/us/states/nc/people/ray-jeffers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 2"
+represents: "us/states/nc/districts/house/2"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 2 (NC State House of Representatives District 2).
 
+Represents [NC State House of Representatives District 2](/us/states/nc/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/ray-pickett.md b/data/jurisdictions/us/states/nc/people/ray-pickett.md
index d0e5be8921..85d0d54805 100644
--- a/data/jurisdictions/us/states/nc/people/ray-pickett.md
+++ b/data/jurisdictions/us/states/nc/people/ray-pickett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 93"
+represents: "us/states/nc/districts/house/93"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 93 (NC State House of Representatives District 93).
 
+Represents [NC State House of Representatives District 93](/us/states/nc/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/reece-pyrtle.md b/data/jurisdictions/us/states/nc/people/reece-pyrtle.md
index a55ad2f8b6..29d5eb3649 100644
--- a/data/jurisdictions/us/states/nc/people/reece-pyrtle.md
+++ b/data/jurisdictions/us/states/nc/people/reece-pyrtle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 65"
+represents: "us/states/nc/districts/house/65"
 tenure:
   start: "2021-08-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 65 (NC State House of Representatives District 65).
 
+Represents [NC State House of Representatives District 65](/us/states/nc/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/renee-price.md b/data/jurisdictions/us/states/nc/people/renee-price.md
index d4637d436f..c2253676c6 100644
--- a/data/jurisdictions/us/states/nc/people/renee-price.md
+++ b/data/jurisdictions/us/states/nc/people/renee-price.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 50"
+represents: "us/states/nc/districts/house/50"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 50 (NC State House of Representatives District 50).
 
+Represents [NC State House of Representatives District 50](/us/states/nc/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/robert-reives.md b/data/jurisdictions/us/states/nc/people/robert-reives.md
index a4aaa3805a..be1f79f520 100644
--- a/data/jurisdictions/us/states/nc/people/robert-reives.md
+++ b/data/jurisdictions/us/states/nc/people/robert-reives.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 54"
+represents: "us/states/nc/districts/house/54"
 tenure:
   start: "2014-01-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 54 (NC State House of Representatives District 54).
 
+Represents [NC State House of Representatives District 54](/us/states/nc/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/rodney-pierce.md b/data/jurisdictions/us/states/nc/people/rodney-pierce.md
index 3f5e53de99..00fc2d792d 100644
--- a/data/jurisdictions/us/states/nc/people/rodney-pierce.md
+++ b/data/jurisdictions/us/states/nc/people/rodney-pierce.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 27"
+represents: "us/states/nc/districts/house/27"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 27 (NC State House of Representatives District 27).
 
+Represents [NC State House of Representatives District 27](/us/states/nc/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/sam-watford.md b/data/jurisdictions/us/states/nc/people/sam-watford.md
index cc642cf6ca..16dee748d7 100644
--- a/data/jurisdictions/us/states/nc/people/sam-watford.md
+++ b/data/jurisdictions/us/states/nc/people/sam-watford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 80"
+represents: "us/states/nc/districts/house/80"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 80 (NC State House of Representatives District 80).
 
+Represents [NC State House of Representatives District 80](/us/states/nc/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/sarah-crawford.md b/data/jurisdictions/us/states/nc/people/sarah-crawford.md
index 0c06a0bf4f..4ceecc3db3 100644
--- a/data/jurisdictions/us/states/nc/people/sarah-crawford.md
+++ b/data/jurisdictions/us/states/nc/people/sarah-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 66"
+represents: "us/states/nc/districts/house/66"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 66 (NC State House of Representatives District 66).
 
+Represents [NC State House of Representatives District 66](/us/states/nc/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/sarah-stevens.md b/data/jurisdictions/us/states/nc/people/sarah-stevens.md
index 24129364fa..efd2f77c62 100644
--- a/data/jurisdictions/us/states/nc/people/sarah-stevens.md
+++ b/data/jurisdictions/us/states/nc/people/sarah-stevens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 90"
+represents: "us/states/nc/districts/house/90"
 tenure:
   start: "2009-01-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 90 (NC State House of Representatives District 90).
 
+Represents [NC State House of Representatives District 90](/us/states/nc/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/shelly-willingham.md b/data/jurisdictions/us/states/nc/people/shelly-willingham.md
index 8ad59baedd..8cac07c4fb 100644
--- a/data/jurisdictions/us/states/nc/people/shelly-willingham.md
+++ b/data/jurisdictions/us/states/nc/people/shelly-willingham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 23"
+represents: "us/states/nc/districts/house/23"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 23 (NC State House of Representatives District 23).
 
+Represents [NC State House of Representatives District 23](/us/states/nc/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/sophia-chitlik.md b/data/jurisdictions/us/states/nc/people/sophia-chitlik.md
index eb36275f62..adfd5bff63 100644
--- a/data/jurisdictions/us/states/nc/people/sophia-chitlik.md
+++ b/data/jurisdictions/us/states/nc/people/sophia-chitlik.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 22"
+represents: "us/states/nc/districts/senate/22"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 22 (NC State Senate District 22).
 
+Represents [NC State Senate District 22](/us/states/nc/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/stephen-ross.md b/data/jurisdictions/us/states/nc/people/stephen-ross.md
index a7699db825..7df31ae645 100644
--- a/data/jurisdictions/us/states/nc/people/stephen-ross.md
+++ b/data/jurisdictions/us/states/nc/people/stephen-ross.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 63"
+represents: "us/states/nc/districts/house/63"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 63 (NC State House of Representatives District 63).
 
+Represents [NC State House of Representatives District 63](/us/states/nc/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/steve-jarvis.md b/data/jurisdictions/us/states/nc/people/steve-jarvis.md
index 39fa206de5..fc05cb5457 100644
--- a/data/jurisdictions/us/states/nc/people/steve-jarvis.md
+++ b/data/jurisdictions/us/states/nc/people/steve-jarvis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 30"
+represents: "us/states/nc/districts/senate/30"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 30 (NC State Senate District 30).
 
+Represents [NC State Senate District 30](/us/states/nc/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/steve-tyson.md b/data/jurisdictions/us/states/nc/people/steve-tyson.md
index 89af139d86..cc5ebf9428 100644
--- a/data/jurisdictions/us/states/nc/people/steve-tyson.md
+++ b/data/jurisdictions/us/states/nc/people/steve-tyson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 3"
+represents: "us/states/nc/districts/house/3"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 3 (NC State House of Representatives District 3).
 
+Represents [NC State House of Representatives District 3](/us/states/nc/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/sydney-batch.md b/data/jurisdictions/us/states/nc/people/sydney-batch.md
index f05070239b..42f1cd4de9 100644
--- a/data/jurisdictions/us/states/nc/people/sydney-batch.md
+++ b/data/jurisdictions/us/states/nc/people/sydney-batch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 17"
+represents: "us/states/nc/districts/senate/17"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 17 (NC State Senate District 17).
 
+Represents [NC State Senate District 17](/us/states/nc/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/ted-alexander.md b/data/jurisdictions/us/states/nc/people/ted-alexander.md
index db37828e19..447c3d75fa 100644
--- a/data/jurisdictions/us/states/nc/people/ted-alexander.md
+++ b/data/jurisdictions/us/states/nc/people/ted-alexander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 44"
+represents: "us/states/nc/districts/senate/44"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 44 (NC State Senate District 44).
 
+Represents [NC State Senate District 44](/us/states/nc/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/ted-davis.md b/data/jurisdictions/us/states/nc/people/ted-davis.md
index 93138b4cef..db4b9704ba 100644
--- a/data/jurisdictions/us/states/nc/people/ted-davis.md
+++ b/data/jurisdictions/us/states/nc/people/ted-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 20"
+represents: "us/states/nc/districts/house/20"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 20 (NC State House of Representatives District 20).
 
+Represents [NC State House of Representatives District 20](/us/states/nc/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/terry-brown.md b/data/jurisdictions/us/states/nc/people/terry-brown.md
index fb47198037..d9b9258a34 100644
--- a/data/jurisdictions/us/states/nc/people/terry-brown.md
+++ b/data/jurisdictions/us/states/nc/people/terry-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 92"
+represents: "us/states/nc/districts/house/92"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 92 (NC State House of Representatives District 92).
 
+Represents [NC State House of Representatives District 92](/us/states/nc/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/tim-longest.md b/data/jurisdictions/us/states/nc/people/tim-longest.md
index 076f10ea14..91222427db 100644
--- a/data/jurisdictions/us/states/nc/people/tim-longest.md
+++ b/data/jurisdictions/us/states/nc/people/tim-longest.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 34"
+represents: "us/states/nc/districts/house/34"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 34 (NC State House of Representatives District 34).
 
+Represents [NC State House of Representatives District 34](/us/states/nc/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/tim-moffitt.md b/data/jurisdictions/us/states/nc/people/tim-moffitt.md
index f06e1dabfc..e42d343ea3 100644
--- a/data/jurisdictions/us/states/nc/people/tim-moffitt.md
+++ b/data/jurisdictions/us/states/nc/people/tim-moffitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 48"
+represents: "us/states/nc/districts/senate/48"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 48 (NC State Senate District 48).
 
+Represents [NC State Senate District 48](/us/states/nc/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/tim-reeder.md b/data/jurisdictions/us/states/nc/people/tim-reeder.md
index b4bb5b3b5c..e74337a8f0 100644
--- a/data/jurisdictions/us/states/nc/people/tim-reeder.md
+++ b/data/jurisdictions/us/states/nc/people/tim-reeder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 9"
+represents: "us/states/nc/districts/house/9"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 9 (NC State House of Representatives District 9).
 
+Represents [NC State House of Representatives District 9](/us/states/nc/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/todd-carver.md b/data/jurisdictions/us/states/nc/people/todd-carver.md
index d07a0c7f03..35f4949832 100644
--- a/data/jurisdictions/us/states/nc/people/todd-carver.md
+++ b/data/jurisdictions/us/states/nc/people/todd-carver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 95"
+represents: "us/states/nc/districts/house/95"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 95 (NC State House of Representatives District 95).
 
+Represents [NC State House of Representatives District 95](/us/states/nc/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/todd-johnson.md b/data/jurisdictions/us/states/nc/people/todd-johnson.md
index 97191c2652..5db5da521c 100644
--- a/data/jurisdictions/us/states/nc/people/todd-johnson.md
+++ b/data/jurisdictions/us/states/nc/people/todd-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 35"
+represents: "us/states/nc/districts/senate/35"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 35 (NC State Senate District 35).
 
+Represents [NC State Senate District 35](/us/states/nc/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/tom-mcinnis.md b/data/jurisdictions/us/states/nc/people/tom-mcinnis.md
index dd99b6d7ba..c215fc372a 100644
--- a/data/jurisdictions/us/states/nc/people/tom-mcinnis.md
+++ b/data/jurisdictions/us/states/nc/people/tom-mcinnis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 21"
+represents: "us/states/nc/districts/senate/21"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 21 (NC State Senate District 21).
 
+Represents [NC State Senate District 21](/us/states/nc/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/tracy-clark.md b/data/jurisdictions/us/states/nc/people/tracy-clark.md
index 64cab05697..b6f82ec094 100644
--- a/data/jurisdictions/us/states/nc/people/tracy-clark.md
+++ b/data/jurisdictions/us/states/nc/people/tracy-clark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 57"
+represents: "us/states/nc/districts/house/57"
 tenure:
   start: "2024-08-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 57 (NC State House of Representatives District 57).
 
+Represents [NC State House of Representatives District 57](/us/states/nc/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/tricia-cotham.md b/data/jurisdictions/us/states/nc/people/tricia-cotham.md
index 5490bae7dd..6c6ce6b4db 100644
--- a/data/jurisdictions/us/states/nc/people/tricia-cotham.md
+++ b/data/jurisdictions/us/states/nc/people/tricia-cotham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 105"
+represents: "us/states/nc/districts/house/105"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 105 (NC State House of Representatives District 105).
 
+Represents [NC State House of Representatives District 105](/us/states/nc/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/val-applewhite.md b/data/jurisdictions/us/states/nc/people/val-applewhite.md
index fc9891029f..8d74e3f35c 100644
--- a/data/jurisdictions/us/states/nc/people/val-applewhite.md
+++ b/data/jurisdictions/us/states/nc/people/val-applewhite.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 19"
+represents: "us/states/nc/districts/senate/19"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 19 (NC State Senate District 19).
 
+Represents [NC State Senate District 19](/us/states/nc/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/vernetta-alston.md b/data/jurisdictions/us/states/nc/people/vernetta-alston.md
index 1d464c11d5..9c4263555b 100644
--- a/data/jurisdictions/us/states/nc/people/vernetta-alston.md
+++ b/data/jurisdictions/us/states/nc/people/vernetta-alston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 29"
+represents: "us/states/nc/districts/house/29"
 tenure:
   start: "2020-04-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 29 (NC State House of Representatives District 29).
 
+Represents [NC State House of Representatives District 29](/us/states/nc/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/vickie-sawyer.md b/data/jurisdictions/us/states/nc/people/vickie-sawyer.md
index 9622c8b015..0e194f5d6a 100644
--- a/data/jurisdictions/us/states/nc/people/vickie-sawyer.md
+++ b/data/jurisdictions/us/states/nc/people/vickie-sawyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 37"
+represents: "us/states/nc/districts/senate/37"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 37 (NC State Senate District 37).
 
+Represents [NC State Senate District 37](/us/states/nc/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/warren-daniel.md b/data/jurisdictions/us/states/nc/people/warren-daniel.md
index 4abbdd5f19..159b1964d3 100644
--- a/data/jurisdictions/us/states/nc/people/warren-daniel.md
+++ b/data/jurisdictions/us/states/nc/people/warren-daniel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 46"
+represents: "us/states/nc/districts/senate/46"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 46 (NC State Senate District 46).
 
+Represents [NC State Senate District 46](/us/states/nc/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/william-brisson.md b/data/jurisdictions/us/states/nc/people/william-brisson.md
index 5b2a7ed7c2..b5e8f0f76e 100644
--- a/data/jurisdictions/us/states/nc/people/william-brisson.md
+++ b/data/jurisdictions/us/states/nc/people/william-brisson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 22"
+represents: "us/states/nc/districts/house/22"
 tenure:
   start: "2007-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 22 (NC State House of Representatives District 22).
 
+Represents [NC State House of Representatives District 22](/us/states/nc/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/woodson-bradley.md b/data/jurisdictions/us/states/nc/people/woodson-bradley.md
index 35ea8e9a61..d33c11ee92 100644
--- a/data/jurisdictions/us/states/nc/people/woodson-bradley.md
+++ b/data/jurisdictions/us/states/nc/people/woodson-bradley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State Senate District 42"
+represents: "us/states/nc/districts/senate/42"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC Senate District 42 (NC State Senate District 42).
 
+Represents [NC State Senate District 42](/us/states/nc/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/wyatt-gable.md b/data/jurisdictions/us/states/nc/people/wyatt-gable.md
index a385fc7fda..460182df5c 100644
--- a/data/jurisdictions/us/states/nc/people/wyatt-gable.md
+++ b/data/jurisdictions/us/states/nc/people/wyatt-gable.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 14"
+represents: "us/states/nc/districts/house/14"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 14 (NC State House of Representatives District 14).
 
+Represents [NC State House of Representatives District 14](/us/states/nc/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/ya-liu.md b/data/jurisdictions/us/states/nc/people/ya-liu.md
index 8a75d13ff2..325395af94 100644
--- a/data/jurisdictions/us/states/nc/people/ya-liu.md
+++ b/data/jurisdictions/us/states/nc/people/ya-liu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 21"
+represents: "us/states/nc/districts/house/21"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 21 (NC State House of Representatives District 21).
 
+Represents [NC State House of Representatives District 21](/us/states/nc/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nc/people/zack-hawkins.md b/data/jurisdictions/us/states/nc/people/zack-hawkins.md
index faefc02648..dbdd10f3b1 100644
--- a/data/jurisdictions/us/states/nc/people/zack-hawkins.md
+++ b/data/jurisdictions/us/states/nc/people/zack-hawkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NC"
 district: "NC State House of Representatives District 31"
+represents: "us/states/nc/districts/house/31"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NC House District 31 (NC State House of Representatives District 31).
 
+Represents [NC State House of Representatives District 31](/us/states/nc/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/counties/adams/index.md b/data/jurisdictions/us/states/nd/counties/adams/index.md
index 6b2257af77..6335c9210b 100644
--- a/data/jurisdictions/us/states/nd/counties/adams/index.md
+++ b/data/jurisdictions/us/states/nd/counties/adams/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 20
   hispanic: 99
   bachelors_plus: 482
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/house/39"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 99 |
 | Bachelor's or higher | 482 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 39](/us/states/nd/districts/senate/39.md) — 100% (state senate)
+- [ND House District 39](/us/states/nd/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/barnes/index.md b/data/jurisdictions/us/states/nd/counties/barnes/index.md
index 733ec30567..88b7092dca 100644
--- a/data/jurisdictions/us/states/nd/counties/barnes/index.md
+++ b/data/jurisdictions/us/states/nd/counties/barnes/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 165
   hispanic: 222
   bachelors_plus: 2820
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/house/24"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 222 |
 | Bachelor's or higher | 2820 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 24](/us/states/nd/districts/senate/24.md) — 100% (state senate)
+- [ND House District 24](/us/states/nd/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/benson/index.md b/data/jurisdictions/us/states/nd/counties/benson/index.md
index ed758c134d..49d2b5bfd8 100644
--- a/data/jurisdictions/us/states/nd/counties/benson/index.md
+++ b/data/jurisdictions/us/states/nd/counties/benson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2931
   hispanic: 113
   bachelors_plus: 960
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/9"
+    rel: in-district
+    area_weight: 0.6445
+  - to: "us/states/nd/districts/senate/14"
+    rel: in-district
+    area_weight: 0.3554
+  - to: "us/states/nd/districts/house/9"
+    rel: in-district
+    area_weight: 0.6445
+  - to: "us/states/nd/districts/house/14"
+    rel: in-district
+    area_weight: 0.3554
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 113 |
 | Bachelor's or higher | 960 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 9](/us/states/nd/districts/senate/9.md) — 64% (state senate)
+- [ND Senate District 14](/us/states/nd/districts/senate/14.md) — 36% (state senate)
+- [ND House District 9](/us/states/nd/districts/house/9.md) — 64% (state house)
+- [ND House District 14](/us/states/nd/districts/house/14.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/billings/index.md b/data/jurisdictions/us/states/nd/counties/billings/index.md
index 1fc3eac649..a866e89e85 100644
--- a/data/jurisdictions/us/states/nd/counties/billings/index.md
+++ b/data/jurisdictions/us/states/nd/counties/billings/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 40
   hispanic: 40
   bachelors_plus: 328
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/house/39"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 40 |
 | Bachelor's or higher | 328 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 39](/us/states/nd/districts/senate/39.md) — 100% (state senate)
+- [ND House District 39](/us/states/nd/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/bottineau/index.md b/data/jurisdictions/us/states/nd/counties/bottineau/index.md
index 37d70d60b7..49f75d85fd 100644
--- a/data/jurisdictions/us/states/nd/counties/bottineau/index.md
+++ b/data/jurisdictions/us/states/nd/counties/bottineau/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 297
   hispanic: 164
   bachelors_plus: 1684
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nd/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/house/6"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 164 |
 | Bachelor's or higher | 1684 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 6](/us/states/nd/districts/senate/6.md) — 100% (state senate)
+- [ND House District 6](/us/states/nd/districts/house/6.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/bowman/index.md b/data/jurisdictions/us/states/nd/counties/bowman/index.md
index f43170aedc..a1432c2103 100644
--- a/data/jurisdictions/us/states/nd/counties/bowman/index.md
+++ b/data/jurisdictions/us/states/nd/counties/bowman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 54
   hispanic: 78
   bachelors_plus: 696
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nd/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nd/districts/house/39"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 78 |
 | Bachelor's or higher | 696 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 39](/us/states/nd/districts/senate/39.md) — 100% (state senate)
+- [ND House District 39](/us/states/nd/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/burke/index.md b/data/jurisdictions/us/states/nd/counties/burke/index.md
index 2ae1544e96..70667b8966 100644
--- a/data/jurisdictions/us/states/nd/counties/burke/index.md
+++ b/data/jurisdictions/us/states/nd/counties/burke/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 39
   hispanic: 54
   bachelors_plus: 385
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nd/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/house/2"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 54 |
 | Bachelor's or higher | 385 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 2](/us/states/nd/districts/senate/2.md) — 100% (state senate)
+- [ND House District 2](/us/states/nd/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/burleigh/index.md b/data/jurisdictions/us/states/nd/counties/burleigh/index.md
index c37076dc07..84412b6f9f 100644
--- a/data/jurisdictions/us/states/nd/counties/burleigh/index.md
+++ b/data/jurisdictions/us/states/nd/counties/burleigh/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 3500
   hispanic: 3376
   bachelors_plus: 34715
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/14"
+    rel: in-district
+    area_weight: 0.5802
+  - to: "us/states/nd/districts/senate/8"
+    rel: in-district
+    area_weight: 0.3604
+  - to: "us/states/nd/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0317
+  - to: "us/states/nd/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0139
+  - to: "us/states/nd/districts/senate/47"
+    rel: in-district
+    area_weight: 0.0075
+  - to: "us/states/nd/districts/house/14"
+    rel: in-district
+    area_weight: 0.5802
+  - to: "us/states/nd/districts/house/8"
+    rel: in-district
+    area_weight: 0.3604
+  - to: "us/states/nd/districts/house/30"
+    rel: in-district
+    area_weight: 0.0317
+  - to: "us/states/nd/districts/house/7"
+    rel: in-district
+    area_weight: 0.0139
+  - to: "us/states/nd/districts/house/47"
+    rel: in-district
+    area_weight: 0.0075
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3376 |
 | Bachelor's or higher | 34715 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 14](/us/states/nd/districts/senate/14.md) — 58% (state senate)
+- [ND Senate District 8](/us/states/nd/districts/senate/8.md) — 36% (state senate)
+- [ND Senate District 30](/us/states/nd/districts/senate/30.md) — 3% (state senate)
+- [ND Senate District 7](/us/states/nd/districts/senate/7.md) — 1% (state senate)
+- [ND Senate District 47](/us/states/nd/districts/senate/47.md) — 1% (state senate)
+- [ND House District 14](/us/states/nd/districts/house/14.md) — 58% (state house)
+- [ND House District 8](/us/states/nd/districts/house/8.md) — 36% (state house)
+- [ND House District 30](/us/states/nd/districts/house/30.md) — 3% (state house)
+- [ND House District 7](/us/states/nd/districts/house/7.md) — 1% (state house)
+- [ND House District 47](/us/states/nd/districts/house/47.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/cass/index.md b/data/jurisdictions/us/states/nd/counties/cass/index.md
index 298862b726..f5f3841a79 100644
--- a/data/jurisdictions/us/states/nd/counties/cass/index.md
+++ b/data/jurisdictions/us/states/nd/counties/cass/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1881
   hispanic: 6953
   bachelors_plus: 69217
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/nd/districts/senate/22"
+    rel: in-district
+    area_weight: 0.793
+  - to: "us/states/nd/districts/senate/45"
+    rel: in-district
+    area_weight: 0.1404
+  - to: "us/states/nd/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0429
+  - to: "us/states/nd/districts/house/22"
+    rel: in-district
+    area_weight: 0.793
+  - to: "us/states/nd/districts/house/45"
+    rel: in-district
+    area_weight: 0.1404
+  - to: "us/states/nd/districts/house/27"
+    rel: in-district
+    area_weight: 0.0429
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6953 |
 | Bachelor's or higher | 69217 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 22](/us/states/nd/districts/senate/22.md) — 79% (state senate)
+- [ND Senate District 45](/us/states/nd/districts/senate/45.md) — 14% (state senate)
+- [ND Senate District 27](/us/states/nd/districts/senate/27.md) — 4% (state senate)
+- [ND House District 22](/us/states/nd/districts/house/22.md) — 79% (state house)
+- [ND House District 45](/us/states/nd/districts/house/45.md) — 14% (state house)
+- [ND House District 27](/us/states/nd/districts/house/27.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/cavalier/index.md b/data/jurisdictions/us/states/nd/counties/cavalier/index.md
index 80974b7165..923d28828c 100644
--- a/data/jurisdictions/us/states/nd/counties/cavalier/index.md
+++ b/data/jurisdictions/us/states/nd/counties/cavalier/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 24
   hispanic: 84
   bachelors_plus: 643
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/15"
+    rel: in-district
+    area_weight: 0.7504
+  - to: "us/states/nd/districts/senate/19"
+    rel: in-district
+    area_weight: 0.2496
+  - to: "us/states/nd/districts/house/15"
+    rel: in-district
+    area_weight: 0.7504
+  - to: "us/states/nd/districts/house/19"
+    rel: in-district
+    area_weight: 0.2496
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 84 |
 | Bachelor's or higher | 643 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 15](/us/states/nd/districts/senate/15.md) — 75% (state senate)
+- [ND Senate District 19](/us/states/nd/districts/senate/19.md) — 25% (state senate)
+- [ND House District 15](/us/states/nd/districts/house/15.md) — 75% (state house)
+- [ND House District 19](/us/states/nd/districts/house/19.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/dickey/index.md b/data/jurisdictions/us/states/nd/counties/dickey/index.md
index 0bc8e0a5e9..9291aedd36 100644
--- a/data/jurisdictions/us/states/nd/counties/dickey/index.md
+++ b/data/jurisdictions/us/states/nd/counties/dickey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 51
   hispanic: 204
   bachelors_plus: 1213
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nd/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nd/districts/house/28"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 204 |
 | Bachelor's or higher | 1213 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 28](/us/states/nd/districts/senate/28.md) — 100% (state senate)
+- [ND House District 28](/us/states/nd/districts/house/28.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/divide/index.md b/data/jurisdictions/us/states/nd/counties/divide/index.md
index 7282cacfb5..0d7b241f82 100644
--- a/data/jurisdictions/us/states/nd/counties/divide/index.md
+++ b/data/jurisdictions/us/states/nd/counties/divide/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 94
   bachelors_plus: 541
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nd/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nd/districts/house/2"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 94 |
 | Bachelor's or higher | 541 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 2](/us/states/nd/districts/senate/2.md) — 100% (state senate)
+- [ND House District 2](/us/states/nd/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/dunn/index.md b/data/jurisdictions/us/states/nd/counties/dunn/index.md
index 26fccd1c78..5818205274 100644
--- a/data/jurisdictions/us/states/nd/counties/dunn/index.md
+++ b/data/jurisdictions/us/states/nd/counties/dunn/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 384
   hispanic: 182
   bachelors_plus: 924
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/26"
+    rel: in-district
+    area_weight: 0.59
+  - to: "us/states/nd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.2018
+  - to: "us/states/nd/districts/senate/39"
+    rel: in-district
+    area_weight: 0.1853
+  - to: "us/states/nd/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0229
+  - to: "us/states/nd/districts/house/26"
+    rel: in-district
+    area_weight: 0.59
+  - to: "us/states/nd/districts/house/4a"
+    rel: in-district
+    area_weight: 0.2018
+  - to: "us/states/nd/districts/house/39"
+    rel: in-district
+    area_weight: 0.1853
+  - to: "us/states/nd/districts/house/36"
+    rel: in-district
+    area_weight: 0.0229
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 182 |
 | Bachelor's or higher | 924 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 26](/us/states/nd/districts/senate/26.md) — 59% (state senate)
+- [ND Senate District 4](/us/states/nd/districts/senate/4.md) — 20% (state senate)
+- [ND Senate District 39](/us/states/nd/districts/senate/39.md) — 19% (state senate)
+- [ND Senate District 36](/us/states/nd/districts/senate/36.md) — 2% (state senate)
+- [ND House District 26](/us/states/nd/districts/house/26.md) — 59% (state house)
+- [ND House District 4A](/us/states/nd/districts/house/4a.md) — 20% (state house)
+- [ND House District 39](/us/states/nd/districts/house/39.md) — 19% (state house)
+- [ND House District 36](/us/states/nd/districts/house/36.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/eddy/index.md b/data/jurisdictions/us/states/nd/counties/eddy/index.md
index d5a3919336..46f37705cb 100644
--- a/data/jurisdictions/us/states/nd/counties/eddy/index.md
+++ b/data/jurisdictions/us/states/nd/counties/eddy/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 98
   hispanic: 124
   bachelors_plus: 694
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/14"
+    rel: in-district
+    area_weight: 0.8742
+  - to: "us/states/nd/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1257
+  - to: "us/states/nd/districts/house/14"
+    rel: in-district
+    area_weight: 0.8742
+  - to: "us/states/nd/districts/house/9"
+    rel: in-district
+    area_weight: 0.1257
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 124 |
 | Bachelor's or higher | 694 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 14](/us/states/nd/districts/senate/14.md) — 87% (state senate)
+- [ND Senate District 9](/us/states/nd/districts/senate/9.md) — 13% (state senate)
+- [ND House District 14](/us/states/nd/districts/house/14.md) — 87% (state house)
+- [ND House District 9](/us/states/nd/districts/house/9.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/emmons/index.md b/data/jurisdictions/us/states/nd/counties/emmons/index.md
index 93327e10c0..fd8276bb7c 100644
--- a/data/jurisdictions/us/states/nd/counties/emmons/index.md
+++ b/data/jurisdictions/us/states/nd/counties/emmons/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 38
   hispanic: 39
   bachelors_plus: 695
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/house/8"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 39 |
 | Bachelor's or higher | 695 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 8](/us/states/nd/districts/senate/8.md) — 100% (state senate)
+- [ND House District 8](/us/states/nd/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/foster/index.md b/data/jurisdictions/us/states/nd/counties/foster/index.md
index 34e24c4703..0c6180771e 100644
--- a/data/jurisdictions/us/states/nd/counties/foster/index.md
+++ b/data/jurisdictions/us/states/nd/counties/foster/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 57
   bachelors_plus: 853
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/house/29"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 57 |
 | Bachelor's or higher | 853 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 29](/us/states/nd/districts/senate/29.md) — 100% (state senate)
+- [ND House District 29](/us/states/nd/districts/house/29.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/golden-valley/index.md b/data/jurisdictions/us/states/nd/counties/golden-valley/index.md
index def7d2f843..b15102d013 100644
--- a/data/jurisdictions/us/states/nd/counties/golden-valley/index.md
+++ b/data/jurisdictions/us/states/nd/counties/golden-valley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 10
   bachelors_plus: 326
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/house/39"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 10 |
 | Bachelor's or higher | 326 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 39](/us/states/nd/districts/senate/39.md) — 100% (state senate)
+- [ND House District 39](/us/states/nd/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/grand-forks/index.md b/data/jurisdictions/us/states/nd/counties/grand-forks/index.md
index 72d1f8c38e..0870f6e420 100644
--- a/data/jurisdictions/us/states/nd/counties/grand-forks/index.md
+++ b/data/jurisdictions/us/states/nd/counties/grand-forks/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 1347
   hispanic: 3919
   bachelors_plus: 22365
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/nd/districts/senate/20"
+    rel: in-district
+    area_weight: 0.8243
+  - to: "us/states/nd/districts/senate/42"
+    rel: in-district
+    area_weight: 0.0943
+  - to: "us/states/nd/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0496
+  - to: "us/states/nd/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0289
+  - to: "us/states/nd/districts/house/20"
+    rel: in-district
+    area_weight: 0.8243
+  - to: "us/states/nd/districts/house/42"
+    rel: in-district
+    area_weight: 0.0943
+  - to: "us/states/nd/districts/house/18"
+    rel: in-district
+    area_weight: 0.0496
+  - to: "us/states/nd/districts/house/17"
+    rel: in-district
+    area_weight: 0.0289
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 3919 |
 | Bachelor's or higher | 22365 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 20](/us/states/nd/districts/senate/20.md) — 82% (state senate)
+- [ND Senate District 42](/us/states/nd/districts/senate/42.md) — 9% (state senate)
+- [ND Senate District 18](/us/states/nd/districts/senate/18.md) — 5% (state senate)
+- [ND Senate District 17](/us/states/nd/districts/senate/17.md) — 3% (state senate)
+- [ND House District 20](/us/states/nd/districts/house/20.md) — 82% (state house)
+- [ND House District 42](/us/states/nd/districts/house/42.md) — 9% (state house)
+- [ND House District 18](/us/states/nd/districts/house/18.md) — 5% (state house)
+- [ND House District 17](/us/states/nd/districts/house/17.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/grant/index.md b/data/jurisdictions/us/states/nd/counties/grant/index.md
index f9bcf03aba..22451319c4 100644
--- a/data/jurisdictions/us/states/nd/counties/grant/index.md
+++ b/data/jurisdictions/us/states/nd/counties/grant/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 53
   hispanic: 28
   bachelors_plus: 422
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/house/31"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 28 |
 | Bachelor's or higher | 422 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 31](/us/states/nd/districts/senate/31.md) — 100% (state senate)
+- [ND House District 31](/us/states/nd/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/griggs/index.md b/data/jurisdictions/us/states/nd/counties/griggs/index.md
index 208cfc5760..1a619d8bba 100644
--- a/data/jurisdictions/us/states/nd/counties/griggs/index.md
+++ b/data/jurisdictions/us/states/nd/counties/griggs/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 40
   bachelors_plus: 534
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/house/29"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 40 |
 | Bachelor's or higher | 534 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 29](/us/states/nd/districts/senate/29.md) — 100% (state senate)
+- [ND House District 29](/us/states/nd/districts/house/29.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/hettinger/index.md b/data/jurisdictions/us/states/nd/counties/hettinger/index.md
index 5832706116..60211db73b 100644
--- a/data/jurisdictions/us/states/nd/counties/hettinger/index.md
+++ b/data/jurisdictions/us/states/nd/counties/hettinger/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 62
   hispanic: 0
   bachelors_plus: 477
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/31"
+    rel: in-district
+    area_weight: 0.5053
+  - to: "us/states/nd/districts/senate/39"
+    rel: in-district
+    area_weight: 0.4947
+  - to: "us/states/nd/districts/house/31"
+    rel: in-district
+    area_weight: 0.5053
+  - to: "us/states/nd/districts/house/39"
+    rel: in-district
+    area_weight: 0.4947
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 477 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 31](/us/states/nd/districts/senate/31.md) — 51% (state senate)
+- [ND Senate District 39](/us/states/nd/districts/senate/39.md) — 49% (state senate)
+- [ND House District 31](/us/states/nd/districts/house/31.md) — 51% (state house)
+- [ND House District 39](/us/states/nd/districts/house/39.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/kidder/index.md b/data/jurisdictions/us/states/nd/counties/kidder/index.md
index 273d5bc906..665987ab68 100644
--- a/data/jurisdictions/us/states/nd/counties/kidder/index.md
+++ b/data/jurisdictions/us/states/nd/counties/kidder/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 71
   bachelors_plus: 515
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/14"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/house/14"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 71 |
 | Bachelor's or higher | 515 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 14](/us/states/nd/districts/senate/14.md) — 100% (state senate)
+- [ND House District 14](/us/states/nd/districts/house/14.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/lamoure/index.md b/data/jurisdictions/us/states/nd/counties/lamoure/index.md
index fa149e66b8..3b0fc82c20 100644
--- a/data/jurisdictions/us/states/nd/counties/lamoure/index.md
+++ b/data/jurisdictions/us/states/nd/counties/lamoure/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 20
   hispanic: 79
   bachelors_plus: 890
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/house/28"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 79 |
 | Bachelor's or higher | 890 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 28](/us/states/nd/districts/senate/28.md) — 100% (state senate)
+- [ND House District 28](/us/states/nd/districts/house/28.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/logan/index.md b/data/jurisdictions/us/states/nd/counties/logan/index.md
index 7bc77475dc..d3decf90bd 100644
--- a/data/jurisdictions/us/states/nd/counties/logan/index.md
+++ b/data/jurisdictions/us/states/nd/counties/logan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 71
   bachelors_plus: 376
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/house/28"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 71 |
 | Bachelor's or higher | 376 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 28](/us/states/nd/districts/senate/28.md) — 100% (state senate)
+- [ND House District 28](/us/states/nd/districts/house/28.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/mchenry/index.md b/data/jurisdictions/us/states/nd/counties/mchenry/index.md
index 80b686c578..30082175a2 100644
--- a/data/jurisdictions/us/states/nd/counties/mchenry/index.md
+++ b/data/jurisdictions/us/states/nd/counties/mchenry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 40
   hispanic: 112
   bachelors_plus: 864
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/6"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/house/6"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 112 |
 | Bachelor's or higher | 864 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 6](/us/states/nd/districts/senate/6.md) — 100% (state senate)
+- [ND House District 6](/us/states/nd/districts/house/6.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/mcintosh/index.md b/data/jurisdictions/us/states/nd/counties/mcintosh/index.md
index 7bb8bcd4f1..ffc2dacb55 100644
--- a/data/jurisdictions/us/states/nd/counties/mcintosh/index.md
+++ b/data/jurisdictions/us/states/nd/counties/mcintosh/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 41
   hispanic: 82
   bachelors_plus: 469
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nd/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nd/districts/house/28"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 82 |
 | Bachelor's or higher | 469 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 28](/us/states/nd/districts/senate/28.md) — 100% (state senate)
+- [ND House District 28](/us/states/nd/districts/house/28.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/mckenzie/index.md b/data/jurisdictions/us/states/nd/counties/mckenzie/index.md
index 0d9519ae6d..18c39d00d1 100644
--- a/data/jurisdictions/us/states/nd/counties/mckenzie/index.md
+++ b/data/jurisdictions/us/states/nd/counties/mckenzie/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1180
   hispanic: 1729
   bachelors_plus: 2056
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9433
+  - to: "us/states/nd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0566
+  - to: "us/states/nd/districts/house/26"
+    rel: in-district
+    area_weight: 0.9433
+  - to: "us/states/nd/districts/house/4a"
+    rel: in-district
+    area_weight: 0.0566
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1729 |
 | Bachelor's or higher | 2056 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 26](/us/states/nd/districts/senate/26.md) — 94% (state senate)
+- [ND Senate District 4](/us/states/nd/districts/senate/4.md) — 6% (state senate)
+- [ND House District 26](/us/states/nd/districts/house/26.md) — 94% (state house)
+- [ND House District 4A](/us/states/nd/districts/house/4a.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/mclean/index.md b/data/jurisdictions/us/states/nd/counties/mclean/index.md
index f0b9ec10a5..0a74a0ad3c 100644
--- a/data/jurisdictions/us/states/nd/counties/mclean/index.md
+++ b/data/jurisdictions/us/states/nd/counties/mclean/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 576
   hispanic: 201
   bachelors_plus: 2251
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/6"
+    rel: in-district
+    area_weight: 0.4319
+  - to: "us/states/nd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.4155
+  - to: "us/states/nd/districts/senate/33"
+    rel: in-district
+    area_weight: 0.1524
+  - to: "us/states/nd/districts/house/6"
+    rel: in-district
+    area_weight: 0.4319
+  - to: "us/states/nd/districts/house/4b"
+    rel: in-district
+    area_weight: 0.2109
+  - to: "us/states/nd/districts/house/4a"
+    rel: in-district
+    area_weight: 0.2046
+  - to: "us/states/nd/districts/house/33"
+    rel: in-district
+    area_weight: 0.1524
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 201 |
 | Bachelor's or higher | 2251 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 6](/us/states/nd/districts/senate/6.md) — 43% (state senate)
+- [ND Senate District 4](/us/states/nd/districts/senate/4.md) — 42% (state senate)
+- [ND Senate District 33](/us/states/nd/districts/senate/33.md) — 15% (state senate)
+- [ND House District 6](/us/states/nd/districts/house/6.md) — 43% (state house)
+- [ND House District 4B](/us/states/nd/districts/house/4b.md) — 21% (state house)
+- [ND House District 4A](/us/states/nd/districts/house/4a.md) — 20% (state house)
+- [ND House District 33](/us/states/nd/districts/house/33.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/mercer/index.md b/data/jurisdictions/us/states/nd/counties/mercer/index.md
index 8dd207e4df..ef7316bbc1 100644
--- a/data/jurisdictions/us/states/nd/counties/mercer/index.md
+++ b/data/jurisdictions/us/states/nd/counties/mercer/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 204
   hispanic: 231
   bachelors_plus: 1680
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9228
+  - to: "us/states/nd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0771
+  - to: "us/states/nd/districts/house/33"
+    rel: in-district
+    area_weight: 0.9228
+  - to: "us/states/nd/districts/house/4a"
+    rel: in-district
+    area_weight: 0.0771
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 231 |
 | Bachelor's or higher | 1680 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 33](/us/states/nd/districts/senate/33.md) — 92% (state senate)
+- [ND Senate District 4](/us/states/nd/districts/senate/4.md) — 8% (state senate)
+- [ND House District 33](/us/states/nd/districts/house/33.md) — 92% (state house)
+- [ND House District 4A](/us/states/nd/districts/house/4a.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/morton/index.md b/data/jurisdictions/us/states/nd/counties/morton/index.md
index 704fb66aea..c4a846831e 100644
--- a/data/jurisdictions/us/states/nd/counties/morton/index.md
+++ b/data/jurisdictions/us/states/nd/counties/morton/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 1376
   hispanic: 1486
   bachelors_plus: 8223
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/31"
+    rel: in-district
+    area_weight: 0.4907
+  - to: "us/states/nd/districts/senate/36"
+    rel: in-district
+    area_weight: 0.4272
+  - to: "us/states/nd/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0766
+  - to: "us/states/nd/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0055
+  - to: "us/states/nd/districts/house/31"
+    rel: in-district
+    area_weight: 0.4907
+  - to: "us/states/nd/districts/house/36"
+    rel: in-district
+    area_weight: 0.4272
+  - to: "us/states/nd/districts/house/33"
+    rel: in-district
+    area_weight: 0.0766
+  - to: "us/states/nd/districts/house/34"
+    rel: in-district
+    area_weight: 0.0055
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 1486 |
 | Bachelor's or higher | 8223 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 31](/us/states/nd/districts/senate/31.md) — 49% (state senate)
+- [ND Senate District 36](/us/states/nd/districts/senate/36.md) — 43% (state senate)
+- [ND Senate District 33](/us/states/nd/districts/senate/33.md) — 8% (state senate)
+- [ND Senate District 34](/us/states/nd/districts/senate/34.md) — 1% (state senate)
+- [ND House District 31](/us/states/nd/districts/house/31.md) — 49% (state house)
+- [ND House District 36](/us/states/nd/districts/house/36.md) — 43% (state house)
+- [ND House District 33](/us/states/nd/districts/house/33.md) — 8% (state house)
+- [ND House District 34](/us/states/nd/districts/house/34.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/mountrail/index.md b/data/jurisdictions/us/states/nd/counties/mountrail/index.md
index 59126a059c..71ae93f95f 100644
--- a/data/jurisdictions/us/states/nd/counties/mountrail/index.md
+++ b/data/jurisdictions/us/states/nd/counties/mountrail/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 2750
   hispanic: 819
   bachelors_plus: 1861
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.7755
+  - to: "us/states/nd/districts/senate/2"
+    rel: in-district
+    area_weight: 0.2245
+  - to: "us/states/nd/districts/house/4b"
+    rel: in-district
+    area_weight: 0.5613
+  - to: "us/states/nd/districts/house/2"
+    rel: in-district
+    area_weight: 0.2245
+  - to: "us/states/nd/districts/house/4a"
+    rel: in-district
+    area_weight: 0.2141
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 819 |
 | Bachelor's or higher | 1861 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 4](/us/states/nd/districts/senate/4.md) — 78% (state senate)
+- [ND Senate District 2](/us/states/nd/districts/senate/2.md) — 22% (state senate)
+- [ND House District 4B](/us/states/nd/districts/house/4b.md) — 56% (state house)
+- [ND House District 2](/us/states/nd/districts/house/2.md) — 22% (state house)
+- [ND House District 4A](/us/states/nd/districts/house/4a.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/nelson/index.md b/data/jurisdictions/us/states/nd/counties/nelson/index.md
index 142a506d2d..17da2c98aa 100644
--- a/data/jurisdictions/us/states/nd/counties/nelson/index.md
+++ b/data/jurisdictions/us/states/nd/counties/nelson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 89
   bachelors_plus: 813
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/29"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/nd/districts/house/29"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 89 |
 | Bachelor's or higher | 813 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 29](/us/states/nd/districts/senate/29.md) — 100% (state senate)
+- [ND House District 29](/us/states/nd/districts/house/29.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/oliver/index.md b/data/jurisdictions/us/states/nd/counties/oliver/index.md
index bb9fd3583c..5275b8c238 100644
--- a/data/jurisdictions/us/states/nd/counties/oliver/index.md
+++ b/data/jurisdictions/us/states/nd/counties/oliver/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 18
   bachelors_plus: 361
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/33"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/house/33"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 18 |
 | Bachelor's or higher | 361 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 33](/us/states/nd/districts/senate/33.md) — 100% (state senate)
+- [ND House District 33](/us/states/nd/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/pembina/index.md b/data/jurisdictions/us/states/nd/counties/pembina/index.md
index bd765731b8..814f5ea153 100644
--- a/data/jurisdictions/us/states/nd/counties/pembina/index.md
+++ b/data/jurisdictions/us/states/nd/counties/pembina/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 102
   hispanic: 286
   bachelors_plus: 1462
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/nd/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/house/19"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 286 |
 | Bachelor's or higher | 1462 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 19](/us/states/nd/districts/senate/19.md) — 100% (state senate)
+- [ND House District 19](/us/states/nd/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/pierce/index.md b/data/jurisdictions/us/states/nd/counties/pierce/index.md
index 8f76406e9e..014b881ad6 100644
--- a/data/jurisdictions/us/states/nd/counties/pierce/index.md
+++ b/data/jurisdictions/us/states/nd/counties/pierce/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 167
   hispanic: 32
   bachelors_plus: 991
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9097
+  - to: "us/states/nd/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0902
+  - to: "us/states/nd/districts/house/14"
+    rel: in-district
+    area_weight: 0.9097
+  - to: "us/states/nd/districts/house/9"
+    rel: in-district
+    area_weight: 0.0902
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 32 |
 | Bachelor's or higher | 991 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 14](/us/states/nd/districts/senate/14.md) — 91% (state senate)
+- [ND Senate District 9](/us/states/nd/districts/senate/9.md) — 9% (state senate)
+- [ND House District 14](/us/states/nd/districts/house/14.md) — 91% (state house)
+- [ND House District 9](/us/states/nd/districts/house/9.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/ramsey/index.md b/data/jurisdictions/us/states/nd/counties/ramsey/index.md
index 0db55b93fd..b83578042a 100644
--- a/data/jurisdictions/us/states/nd/counties/ramsey/index.md
+++ b/data/jurisdictions/us/states/nd/counties/ramsey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1105
   hispanic: 328
   bachelors_plus: 2506
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/nd/districts/house/15"
+    rel: in-district
+    area_weight: 0.9973
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 328 |
 | Bachelor's or higher | 2506 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 15](/us/states/nd/districts/senate/15.md) — 100% (state senate)
+- [ND House District 15](/us/states/nd/districts/house/15.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/ransom/index.md b/data/jurisdictions/us/states/nd/counties/ransom/index.md
index 76eeaa3095..a0d8826ac4 100644
--- a/data/jurisdictions/us/states/nd/counties/ransom/index.md
+++ b/data/jurisdictions/us/states/nd/counties/ransom/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 155
   bachelors_plus: 1154
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/house/24"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 155 |
 | Bachelor's or higher | 1154 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 24](/us/states/nd/districts/senate/24.md) — 100% (state senate)
+- [ND House District 24](/us/states/nd/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/renville/index.md b/data/jurisdictions/us/states/nd/counties/renville/index.md
index 7e06493ba5..d7e15c7962 100644
--- a/data/jurisdictions/us/states/nd/counties/renville/index.md
+++ b/data/jurisdictions/us/states/nd/counties/renville/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 18
   bachelors_plus: 377
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nd/districts/house/6"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 18 |
 | Bachelor's or higher | 377 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 6](/us/states/nd/districts/senate/6.md) — 100% (state senate)
+- [ND House District 6](/us/states/nd/districts/house/6.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/richland/index.md b/data/jurisdictions/us/states/nd/counties/richland/index.md
index 9ec7a66532..0efdb8a316 100644
--- a/data/jurisdictions/us/states/nd/counties/richland/index.md
+++ b/data/jurisdictions/us/states/nd/counties/richland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 297
   hispanic: 624
   bachelors_plus: 3296
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/nd/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nd/districts/house/25"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 624 |
 | Bachelor's or higher | 3296 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 25](/us/states/nd/districts/senate/25.md) — 100% (state senate)
+- [ND House District 25](/us/states/nd/districts/house/25.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/rolette/index.md b/data/jurisdictions/us/states/nd/counties/rolette/index.md
index bed360c07e..a6c458e9a5 100644
--- a/data/jurisdictions/us/states/nd/counties/rolette/index.md
+++ b/data/jurisdictions/us/states/nd/counties/rolette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9074
   hispanic: 151
   bachelors_plus: 1712
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/house/9"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 151 |
 | Bachelor's or higher | 1712 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 9](/us/states/nd/districts/senate/9.md) — 100% (state senate)
+- [ND House District 9](/us/states/nd/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/sargent/index.md b/data/jurisdictions/us/states/nd/counties/sargent/index.md
index 6b4871e521..14c00de6ff 100644
--- a/data/jurisdictions/us/states/nd/counties/sargent/index.md
+++ b/data/jurisdictions/us/states/nd/counties/sargent/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 10
   hispanic: 110
   bachelors_plus: 650
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9236
+  - to: "us/states/nd/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0763
+  - to: "us/states/nd/districts/house/28"
+    rel: in-district
+    area_weight: 0.9236
+  - to: "us/states/nd/districts/house/25"
+    rel: in-district
+    area_weight: 0.0763
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 110 |
 | Bachelor's or higher | 650 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 28](/us/states/nd/districts/senate/28.md) — 92% (state senate)
+- [ND Senate District 25](/us/states/nd/districts/senate/25.md) — 8% (state senate)
+- [ND House District 28](/us/states/nd/districts/house/28.md) — 92% (state house)
+- [ND House District 25](/us/states/nd/districts/house/25.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/sheridan/index.md b/data/jurisdictions/us/states/nd/counties/sheridan/index.md
index 2c051b32e9..5dc951f3fb 100644
--- a/data/jurisdictions/us/states/nd/counties/sheridan/index.md
+++ b/data/jurisdictions/us/states/nd/counties/sheridan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 5
   bachelors_plus: 211
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/14"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/house/14"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5 |
 | Bachelor's or higher | 211 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 14](/us/states/nd/districts/senate/14.md) — 100% (state senate)
+- [ND House District 14](/us/states/nd/districts/house/14.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/sioux/index.md b/data/jurisdictions/us/states/nd/counties/sioux/index.md
index d97cddcb5b..452e4a15b6 100644
--- a/data/jurisdictions/us/states/nd/counties/sioux/index.md
+++ b/data/jurisdictions/us/states/nd/counties/sioux/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3098
   hispanic: 56
   bachelors_plus: 430
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nd/districts/house/31"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 56 |
 | Bachelor's or higher | 430 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 31](/us/states/nd/districts/senate/31.md) — 100% (state senate)
+- [ND House District 31](/us/states/nd/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/slope/index.md b/data/jurisdictions/us/states/nd/counties/slope/index.md
index 1631a6f1bb..5bfc12e33d 100644
--- a/data/jurisdictions/us/states/nd/counties/slope/index.md
+++ b/data/jurisdictions/us/states/nd/counties/slope/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 1
   bachelors_plus: 201
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/39"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/house/39"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1 |
 | Bachelor's or higher | 201 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 39](/us/states/nd/districts/senate/39.md) — 100% (state senate)
+- [ND House District 39](/us/states/nd/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/stark/index.md b/data/jurisdictions/us/states/nd/counties/stark/index.md
index b1b3d06347..9220574fc8 100644
--- a/data/jurisdictions/us/states/nd/counties/stark/index.md
+++ b/data/jurisdictions/us/states/nd/counties/stark/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 315
   hispanic: 2429
   bachelors_plus: 7936
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/39"
+    rel: in-district
+    area_weight: 0.5031
+  - to: "us/states/nd/districts/senate/36"
+    rel: in-district
+    area_weight: 0.4905
+  - to: "us/states/nd/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/nd/districts/house/39"
+    rel: in-district
+    area_weight: 0.5031
+  - to: "us/states/nd/districts/house/36"
+    rel: in-district
+    area_weight: 0.4905
+  - to: "us/states/nd/districts/house/37"
+    rel: in-district
+    area_weight: 0.0064
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2429 |
 | Bachelor's or higher | 7936 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 39](/us/states/nd/districts/senate/39.md) — 50% (state senate)
+- [ND Senate District 36](/us/states/nd/districts/senate/36.md) — 49% (state senate)
+- [ND Senate District 37](/us/states/nd/districts/senate/37.md) — 1% (state senate)
+- [ND House District 39](/us/states/nd/districts/house/39.md) — 50% (state house)
+- [ND House District 36](/us/states/nd/districts/house/36.md) — 49% (state house)
+- [ND House District 37](/us/states/nd/districts/house/37.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/steele/index.md b/data/jurisdictions/us/states/nd/counties/steele/index.md
index 4cd7ae00c1..f14ab6a60c 100644
--- a/data/jurisdictions/us/states/nd/counties/steele/index.md
+++ b/data/jurisdictions/us/states/nd/counties/steele/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 35
   bachelors_plus: 422
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/house/29"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 35 |
 | Bachelor's or higher | 422 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 29](/us/states/nd/districts/senate/29.md) — 100% (state senate)
+- [ND House District 29](/us/states/nd/districts/house/29.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/stutsman/index.md b/data/jurisdictions/us/states/nd/counties/stutsman/index.md
index 9821eeaa26..0f03f1fe6c 100644
--- a/data/jurisdictions/us/states/nd/counties/stutsman/index.md
+++ b/data/jurisdictions/us/states/nd/counties/stutsman/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 363
   hispanic: 696
   bachelors_plus: 4938
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/29"
+    rel: in-district
+    area_weight: 0.8228
+  - to: "us/states/nd/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1771
+  - to: "us/states/nd/districts/house/29"
+    rel: in-district
+    area_weight: 0.8228
+  - to: "us/states/nd/districts/house/12"
+    rel: in-district
+    area_weight: 0.1771
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 696 |
 | Bachelor's or higher | 4938 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 29](/us/states/nd/districts/senate/29.md) — 82% (state senate)
+- [ND Senate District 12](/us/states/nd/districts/senate/12.md) — 18% (state senate)
+- [ND House District 29](/us/states/nd/districts/house/29.md) — 82% (state house)
+- [ND House District 12](/us/states/nd/districts/house/12.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/towner/index.md b/data/jurisdictions/us/states/nd/counties/towner/index.md
index d4a7a766c8..71c14806a4 100644
--- a/data/jurisdictions/us/states/nd/counties/towner/index.md
+++ b/data/jurisdictions/us/states/nd/counties/towner/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 127
   hispanic: 106
   bachelors_plus: 395
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nd/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nd/districts/house/15"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 106 |
 | Bachelor's or higher | 395 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 15](/us/states/nd/districts/senate/15.md) — 100% (state senate)
+- [ND House District 15](/us/states/nd/districts/house/15.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/traill/index.md b/data/jurisdictions/us/states/nd/counties/traill/index.md
index ee2cb3a759..64ce12a99b 100644
--- a/data/jurisdictions/us/states/nd/counties/traill/index.md
+++ b/data/jurisdictions/us/states/nd/counties/traill/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 63
   hispanic: 315
   bachelors_plus: 2126
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9975
+  - to: "us/states/nd/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nd/districts/house/20"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 315 |
 | Bachelor's or higher | 2126 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 20](/us/states/nd/districts/senate/20.md) — 100% (state senate)
+- [ND House District 20](/us/states/nd/districts/house/20.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/walsh/index.md b/data/jurisdictions/us/states/nd/counties/walsh/index.md
index 4c9b1e0f21..5956841cd4 100644
--- a/data/jurisdictions/us/states/nd/counties/walsh/index.md
+++ b/data/jurisdictions/us/states/nd/counties/walsh/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 134
   hispanic: 1363
   bachelors_plus: 1810
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 0.9971
+  - to: "us/states/nd/districts/senate/19"
+    rel: in-district
+    area_weight: 0.8349
+  - to: "us/states/nd/districts/senate/20"
+    rel: in-district
+    area_weight: 0.1649
+  - to: "us/states/nd/districts/house/19"
+    rel: in-district
+    area_weight: 0.8349
+  - to: "us/states/nd/districts/house/20"
+    rel: in-district
+    area_weight: 0.1649
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1363 |
 | Bachelor's or higher | 1810 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 19](/us/states/nd/districts/senate/19.md) — 83% (state senate)
+- [ND Senate District 20](/us/states/nd/districts/senate/20.md) — 16% (state senate)
+- [ND House District 19](/us/states/nd/districts/house/19.md) — 83% (state house)
+- [ND House District 20](/us/states/nd/districts/house/20.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/ward/index.md b/data/jurisdictions/us/states/nd/counties/ward/index.md
index a83476e5d1..1151eb45a9 100644
--- a/data/jurisdictions/us/states/nd/counties/ward/index.md
+++ b/data/jurisdictions/us/states/nd/counties/ward/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 1269
   hispanic: 4947
   bachelors_plus: 17247
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.5408
+  - to: "us/states/nd/districts/senate/38"
+    rel: in-district
+    area_weight: 0.1767
+  - to: "us/states/nd/districts/senate/6"
+    rel: in-district
+    area_weight: 0.125
+  - to: "us/states/nd/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0841
+  - to: "us/states/nd/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0699
+  - to: "us/states/nd/districts/house/4b"
+    rel: in-district
+    area_weight: 0.529
+  - to: "us/states/nd/districts/house/38"
+    rel: in-district
+    area_weight: 0.1767
+  - to: "us/states/nd/districts/house/6"
+    rel: in-district
+    area_weight: 0.125
+  - to: "us/states/nd/districts/house/40"
+    rel: in-district
+    area_weight: 0.0841
+  - to: "us/states/nd/districts/house/3"
+    rel: in-district
+    area_weight: 0.0699
+  - to: "us/states/nd/districts/house/4a"
+    rel: in-district
+    area_weight: 0.0117
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4947 |
 | Bachelor's or higher | 17247 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 4](/us/states/nd/districts/senate/4.md) — 54% (state senate)
+- [ND Senate District 38](/us/states/nd/districts/senate/38.md) — 18% (state senate)
+- [ND Senate District 6](/us/states/nd/districts/senate/6.md) — 12% (state senate)
+- [ND Senate District 40](/us/states/nd/districts/senate/40.md) — 8% (state senate)
+- [ND Senate District 3](/us/states/nd/districts/senate/3.md) — 7% (state senate)
+- [ND House District 4B](/us/states/nd/districts/house/4b.md) — 53% (state house)
+- [ND House District 38](/us/states/nd/districts/house/38.md) — 18% (state house)
+- [ND House District 6](/us/states/nd/districts/house/6.md) — 12% (state house)
+- [ND House District 40](/us/states/nd/districts/house/40.md) — 8% (state house)
+- [ND House District 3](/us/states/nd/districts/house/3.md) — 7% (state house)
+- [ND House District 4A](/us/states/nd/districts/house/4a.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/wells/index.md b/data/jurisdictions/us/states/nd/counties/wells/index.md
index 0d50e306d7..1ab4f84249 100644
--- a/data/jurisdictions/us/states/nd/counties/wells/index.md
+++ b/data/jurisdictions/us/states/nd/counties/wells/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 22
   bachelors_plus: 717
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/14"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/house/14"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 22 |
 | Bachelor's or higher | 717 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 14](/us/states/nd/districts/senate/14.md) — 100% (state senate)
+- [ND House District 14](/us/states/nd/districts/house/14.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/counties/williams/index.md b/data/jurisdictions/us/states/nd/counties/williams/index.md
index 1a3141f4ef..c51e4cf5bb 100644
--- a/data/jurisdictions/us/states/nd/counties/williams/index.md
+++ b/data/jurisdictions/us/states/nd/counties/williams/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1218
   hispanic: 4028
   bachelors_plus: 7721
+districts:
+  - to: "us/states/nd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nd/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9026
+  - to: "us/states/nd/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0898
+  - to: "us/states/nd/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0075
+  - to: "us/states/nd/districts/house/2"
+    rel: in-district
+    area_weight: 0.9026
+  - to: "us/states/nd/districts/house/23"
+    rel: in-district
+    area_weight: 0.0898
+  - to: "us/states/nd/districts/house/1"
+    rel: in-district
+    area_weight: 0.0075
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nd]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 4028 |
 | Bachelor's or higher | 7721 |
 
+## Districts
+
+- [ND-00](/us/states/nd/districts/00.md) — 100% (congressional)
+- [ND Senate District 2](/us/states/nd/districts/senate/2.md) — 90% (state senate)
+- [ND Senate District 23](/us/states/nd/districts/senate/23.md) — 9% (state senate)
+- [ND Senate District 1](/us/states/nd/districts/senate/1.md) — 1% (state senate)
+- [ND House District 2](/us/states/nd/districts/house/2.md) — 90% (state house)
+- [ND House District 23](/us/states/nd/districts/house/23.md) — 9% (state house)
+- [ND House District 1](/us/states/nd/districts/house/1.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nd/districts/00.md b/data/jurisdictions/us/states/nd/districts/00.md
index 684fe60b25..564955c974 100644
--- a/data/jurisdictions/us/states/nd/districts/00.md
+++ b/data/jurisdictions/us/states/nd/districts/00.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 180357
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nd]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nd/districts/house/1.md b/data/jurisdictions/us/states/nd/districts/house/1.md
new file mode 100644
index 0000000000..5fc9d1a049
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 1"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 1
+
+State House district 1 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/10.md b/data/jurisdictions/us/states/nd/districts/house/10.md
new file mode 100644
index 0000000000..394e143aa9
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 10"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 10
+
+State House district 10 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/11.md b/data/jurisdictions/us/states/nd/districts/house/11.md
new file mode 100644
index 0000000000..937d6ad1fb
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 11"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 11
+
+State House district 11 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/12.md b/data/jurisdictions/us/states/nd/districts/house/12.md
new file mode 100644
index 0000000000..eb2bf172e8
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 12"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 12
+
+State House district 12 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/13.md b/data/jurisdictions/us/states/nd/districts/house/13.md
new file mode 100644
index 0000000000..05f07d3055
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 13"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 13
+
+State House district 13 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/14.md b/data/jurisdictions/us/states/nd/districts/house/14.md
new file mode 100644
index 0000000000..11e1069c42
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 14"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 14
+
+State House district 14 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/15.md b/data/jurisdictions/us/states/nd/districts/house/15.md
new file mode 100644
index 0000000000..a2c4e90ac3
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 15"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 15
+
+State House district 15 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/16.md b/data/jurisdictions/us/states/nd/districts/house/16.md
new file mode 100644
index 0000000000..8717edbde0
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 16"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 16
+
+State House district 16 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/17.md b/data/jurisdictions/us/states/nd/districts/house/17.md
new file mode 100644
index 0000000000..0a04f70fde
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 17"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 17
+
+State House district 17 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/18.md b/data/jurisdictions/us/states/nd/districts/house/18.md
new file mode 100644
index 0000000000..3a58728779
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 18"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 18
+
+State House district 18 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/19.md b/data/jurisdictions/us/states/nd/districts/house/19.md
new file mode 100644
index 0000000000..073ecfcc89
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 19"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 19
+
+State House district 19 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/2.md b/data/jurisdictions/us/states/nd/districts/house/2.md
new file mode 100644
index 0000000000..f968b17f03
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 2"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 2
+
+State House district 2 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/20.md b/data/jurisdictions/us/states/nd/districts/house/20.md
new file mode 100644
index 0000000000..57e7534821
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 20"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 20
+
+State House district 20 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/21.md b/data/jurisdictions/us/states/nd/districts/house/21.md
new file mode 100644
index 0000000000..de6116f9cd
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 21"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 21
+
+State House district 21 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/22.md b/data/jurisdictions/us/states/nd/districts/house/22.md
new file mode 100644
index 0000000000..10f0ef1dac
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 22"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 22
+
+State House district 22 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/23.md b/data/jurisdictions/us/states/nd/districts/house/23.md
new file mode 100644
index 0000000000..537007f178
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 23"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 23
+
+State House district 23 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/24.md b/data/jurisdictions/us/states/nd/districts/house/24.md
new file mode 100644
index 0000000000..74e52a071d
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 24"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 24
+
+State House district 24 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/25.md b/data/jurisdictions/us/states/nd/districts/house/25.md
new file mode 100644
index 0000000000..e275000c44
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 25"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 25
+
+State House district 25 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/26.md b/data/jurisdictions/us/states/nd/districts/house/26.md
new file mode 100644
index 0000000000..82601b1d05
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 26"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 26
+
+State House district 26 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/27.md b/data/jurisdictions/us/states/nd/districts/house/27.md
new file mode 100644
index 0000000000..b07fa3720b
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 27"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 27
+
+State House district 27 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/28.md b/data/jurisdictions/us/states/nd/districts/house/28.md
new file mode 100644
index 0000000000..b3113b8295
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 28"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 28
+
+State House district 28 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/29.md b/data/jurisdictions/us/states/nd/districts/house/29.md
new file mode 100644
index 0000000000..e8c8164264
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 29"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 29
+
+State House district 29 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/3.md b/data/jurisdictions/us/states/nd/districts/house/3.md
new file mode 100644
index 0000000000..74a6b3c3d0
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 3"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 3
+
+State House district 3 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/30.md b/data/jurisdictions/us/states/nd/districts/house/30.md
new file mode 100644
index 0000000000..7a562f47b9
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 30"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 30
+
+State House district 30 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/31.md b/data/jurisdictions/us/states/nd/districts/house/31.md
new file mode 100644
index 0000000000..ea63ac8a56
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 31"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 31
+
+State House district 31 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/32.md b/data/jurisdictions/us/states/nd/districts/house/32.md
new file mode 100644
index 0000000000..0f77702da4
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 32"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 32
+
+State House district 32 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/33.md b/data/jurisdictions/us/states/nd/districts/house/33.md
new file mode 100644
index 0000000000..adeb6748fd
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 33"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 33
+
+State House district 33 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/34.md b/data/jurisdictions/us/states/nd/districts/house/34.md
new file mode 100644
index 0000000000..953d794d3b
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 34"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 34
+
+State House district 34 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/35.md b/data/jurisdictions/us/states/nd/districts/house/35.md
new file mode 100644
index 0000000000..1fe2e106f9
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 35"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 35
+
+State House district 35 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/36.md b/data/jurisdictions/us/states/nd/districts/house/36.md
new file mode 100644
index 0000000000..2d51442908
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 36"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 36
+
+State House district 36 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/37.md b/data/jurisdictions/us/states/nd/districts/house/37.md
new file mode 100644
index 0000000000..499b618b40
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 37"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 37
+
+State House district 37 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/38.md b/data/jurisdictions/us/states/nd/districts/house/38.md
new file mode 100644
index 0000000000..c244b88330
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 38"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 38
+
+State House district 38 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/39.md b/data/jurisdictions/us/states/nd/districts/house/39.md
new file mode 100644
index 0000000000..bb92f37e94
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 39"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 39
+
+State House district 39 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/40.md b/data/jurisdictions/us/states/nd/districts/house/40.md
new file mode 100644
index 0000000000..893926686e
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 40"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 40
+
+State House district 40 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/41.md b/data/jurisdictions/us/states/nd/districts/house/41.md
new file mode 100644
index 0000000000..7bb17a2f0b
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 41"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 41
+
+State House district 41 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/42.md b/data/jurisdictions/us/states/nd/districts/house/42.md
new file mode 100644
index 0000000000..0dd0b82ae0
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 42"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 42
+
+State House district 42 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/43.md b/data/jurisdictions/us/states/nd/districts/house/43.md
new file mode 100644
index 0000000000..1f0521ce6d
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 43"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 43
+
+State House district 43 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/44.md b/data/jurisdictions/us/states/nd/districts/house/44.md
new file mode 100644
index 0000000000..6371d2f416
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 44"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 44
+
+State House district 44 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/45.md b/data/jurisdictions/us/states/nd/districts/house/45.md
new file mode 100644
index 0000000000..26ebbbd202
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 45"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 45
+
+State House district 45 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/46.md b/data/jurisdictions/us/states/nd/districts/house/46.md
new file mode 100644
index 0000000000..a85a6344e7
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 46"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 46
+
+State House district 46 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/47.md b/data/jurisdictions/us/states/nd/districts/house/47.md
new file mode 100644
index 0000000000..184f52bcc6
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 47"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 47
+
+State House district 47 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/4a.md b/data/jurisdictions/us/states/nd/districts/house/4a.md
new file mode 100644
index 0000000000..2f77b2387d
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/4a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 4A"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "4A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 4A
+
+State House district 4A (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/4b.md b/data/jurisdictions/us/states/nd/districts/house/4b.md
new file mode 100644
index 0000000000..4a22956ba0
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/4b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 4B"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "4B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 4B
+
+State House district 4B (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/5.md b/data/jurisdictions/us/states/nd/districts/house/5.md
new file mode 100644
index 0000000000..81d3d5f0dc
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 5"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 5
+
+State House district 5 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/6.md b/data/jurisdictions/us/states/nd/districts/house/6.md
new file mode 100644
index 0000000000..8bfbeca458
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 6"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 6
+
+State House district 6 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/7.md b/data/jurisdictions/us/states/nd/districts/house/7.md
new file mode 100644
index 0000000000..060cfd242e
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 7"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 7
+
+State House district 7 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/8.md b/data/jurisdictions/us/states/nd/districts/house/8.md
new file mode 100644
index 0000000000..eba6c2ee93
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 8"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 8
+
+State House district 8 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/house/9.md b/data/jurisdictions/us/states/nd/districts/house/9.md
new file mode 100644
index 0000000000..c61e81876a
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND House District 9"
+classification: state-house-district
+state: "ND"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND House District 9
+
+State House district 9 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/1.md b/data/jurisdictions/us/states/nd/districts/senate/1.md
new file mode 100644
index 0000000000..3b1f88a660
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 1"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 1
+
+State Senate district 1 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/10.md b/data/jurisdictions/us/states/nd/districts/senate/10.md
new file mode 100644
index 0000000000..444c0a1a62
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 10"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 10
+
+State Senate district 10 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/11.md b/data/jurisdictions/us/states/nd/districts/senate/11.md
new file mode 100644
index 0000000000..0b54887ccd
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 11"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 11
+
+State Senate district 11 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/12.md b/data/jurisdictions/us/states/nd/districts/senate/12.md
new file mode 100644
index 0000000000..79a989e1c7
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 12"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 12
+
+State Senate district 12 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/13.md b/data/jurisdictions/us/states/nd/districts/senate/13.md
new file mode 100644
index 0000000000..bf496063b5
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 13"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 13
+
+State Senate district 13 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/14.md b/data/jurisdictions/us/states/nd/districts/senate/14.md
new file mode 100644
index 0000000000..5ccb91f26c
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 14"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 14
+
+State Senate district 14 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/15.md b/data/jurisdictions/us/states/nd/districts/senate/15.md
new file mode 100644
index 0000000000..f7017c7366
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 15"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 15
+
+State Senate district 15 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/16.md b/data/jurisdictions/us/states/nd/districts/senate/16.md
new file mode 100644
index 0000000000..725f67b854
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 16"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 16
+
+State Senate district 16 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/17.md b/data/jurisdictions/us/states/nd/districts/senate/17.md
new file mode 100644
index 0000000000..43c16ca9d8
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 17"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 17
+
+State Senate district 17 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/18.md b/data/jurisdictions/us/states/nd/districts/senate/18.md
new file mode 100644
index 0000000000..1aae20b1d1
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 18"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 18
+
+State Senate district 18 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/19.md b/data/jurisdictions/us/states/nd/districts/senate/19.md
new file mode 100644
index 0000000000..75e570def9
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 19"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 19
+
+State Senate district 19 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/2.md b/data/jurisdictions/us/states/nd/districts/senate/2.md
new file mode 100644
index 0000000000..b0b3f69c87
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 2"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 2
+
+State Senate district 2 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/20.md b/data/jurisdictions/us/states/nd/districts/senate/20.md
new file mode 100644
index 0000000000..868fcb2a48
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 20"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 20
+
+State Senate district 20 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/21.md b/data/jurisdictions/us/states/nd/districts/senate/21.md
new file mode 100644
index 0000000000..eda944121a
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 21"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 21
+
+State Senate district 21 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/22.md b/data/jurisdictions/us/states/nd/districts/senate/22.md
new file mode 100644
index 0000000000..7e736e04d2
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 22"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 22
+
+State Senate district 22 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/23.md b/data/jurisdictions/us/states/nd/districts/senate/23.md
new file mode 100644
index 0000000000..89a6ee91ec
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 23"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 23
+
+State Senate district 23 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/24.md b/data/jurisdictions/us/states/nd/districts/senate/24.md
new file mode 100644
index 0000000000..7e7c304e4e
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 24"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 24
+
+State Senate district 24 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/25.md b/data/jurisdictions/us/states/nd/districts/senate/25.md
new file mode 100644
index 0000000000..cc78d5cc00
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 25"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 25
+
+State Senate district 25 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/26.md b/data/jurisdictions/us/states/nd/districts/senate/26.md
new file mode 100644
index 0000000000..2e796d4c25
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 26"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 26
+
+State Senate district 26 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/27.md b/data/jurisdictions/us/states/nd/districts/senate/27.md
new file mode 100644
index 0000000000..a8ccde6990
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 27"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 27
+
+State Senate district 27 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/28.md b/data/jurisdictions/us/states/nd/districts/senate/28.md
new file mode 100644
index 0000000000..296697bed8
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 28"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 28
+
+State Senate district 28 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/29.md b/data/jurisdictions/us/states/nd/districts/senate/29.md
new file mode 100644
index 0000000000..1cc47a0737
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 29"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 29
+
+State Senate district 29 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/3.md b/data/jurisdictions/us/states/nd/districts/senate/3.md
new file mode 100644
index 0000000000..7600cde96d
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 3"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 3
+
+State Senate district 3 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/30.md b/data/jurisdictions/us/states/nd/districts/senate/30.md
new file mode 100644
index 0000000000..1666a2c421
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 30"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 30
+
+State Senate district 30 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/31.md b/data/jurisdictions/us/states/nd/districts/senate/31.md
new file mode 100644
index 0000000000..e6542d57ee
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 31"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 31
+
+State Senate district 31 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/32.md b/data/jurisdictions/us/states/nd/districts/senate/32.md
new file mode 100644
index 0000000000..c4602bb63d
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 32"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 32
+
+State Senate district 32 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/33.md b/data/jurisdictions/us/states/nd/districts/senate/33.md
new file mode 100644
index 0000000000..2213b18006
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 33"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 33
+
+State Senate district 33 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/34.md b/data/jurisdictions/us/states/nd/districts/senate/34.md
new file mode 100644
index 0000000000..f4f7542998
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 34"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 34
+
+State Senate district 34 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/35.md b/data/jurisdictions/us/states/nd/districts/senate/35.md
new file mode 100644
index 0000000000..44aa8f1d04
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 35"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 35
+
+State Senate district 35 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/36.md b/data/jurisdictions/us/states/nd/districts/senate/36.md
new file mode 100644
index 0000000000..3e4e524a0a
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 36"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 36
+
+State Senate district 36 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/37.md b/data/jurisdictions/us/states/nd/districts/senate/37.md
new file mode 100644
index 0000000000..91f4acaaf4
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 37"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 37
+
+State Senate district 37 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/38.md b/data/jurisdictions/us/states/nd/districts/senate/38.md
new file mode 100644
index 0000000000..70819a0534
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 38"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 38
+
+State Senate district 38 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/39.md b/data/jurisdictions/us/states/nd/districts/senate/39.md
new file mode 100644
index 0000000000..559051df85
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 39"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 39
+
+State Senate district 39 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/4.md b/data/jurisdictions/us/states/nd/districts/senate/4.md
new file mode 100644
index 0000000000..1cf8942cdf
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 4"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 4
+
+State Senate district 4 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/40.md b/data/jurisdictions/us/states/nd/districts/senate/40.md
new file mode 100644
index 0000000000..5885967404
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 40"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 40
+
+State Senate district 40 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/41.md b/data/jurisdictions/us/states/nd/districts/senate/41.md
new file mode 100644
index 0000000000..52987db128
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 41"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 41
+
+State Senate district 41 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/42.md b/data/jurisdictions/us/states/nd/districts/senate/42.md
new file mode 100644
index 0000000000..8d503cce35
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 42"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 42
+
+State Senate district 42 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/43.md b/data/jurisdictions/us/states/nd/districts/senate/43.md
new file mode 100644
index 0000000000..806e182e2c
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 43"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 43
+
+State Senate district 43 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/44.md b/data/jurisdictions/us/states/nd/districts/senate/44.md
new file mode 100644
index 0000000000..7bb0a3c503
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 44"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 44
+
+State Senate district 44 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/45.md b/data/jurisdictions/us/states/nd/districts/senate/45.md
new file mode 100644
index 0000000000..1e9a3da726
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 45"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 45
+
+State Senate district 45 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/46.md b/data/jurisdictions/us/states/nd/districts/senate/46.md
new file mode 100644
index 0000000000..ae5e7f2de4
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 46"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 46
+
+State Senate district 46 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/47.md b/data/jurisdictions/us/states/nd/districts/senate/47.md
new file mode 100644
index 0000000000..5b840c4f4e
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 47"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 47
+
+State Senate district 47 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/5.md b/data/jurisdictions/us/states/nd/districts/senate/5.md
new file mode 100644
index 0000000000..f9917d6c5d
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 5"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 5
+
+State Senate district 5 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/6.md b/data/jurisdictions/us/states/nd/districts/senate/6.md
new file mode 100644
index 0000000000..1ae0bf12d1
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 6"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 6
+
+State Senate district 6 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/7.md b/data/jurisdictions/us/states/nd/districts/senate/7.md
new file mode 100644
index 0000000000..59fb81d8e3
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 7"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 7
+
+State Senate district 7 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/8.md b/data/jurisdictions/us/states/nd/districts/senate/8.md
new file mode 100644
index 0000000000..b4d0cddd59
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 8"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 8
+
+State Senate district 8 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/districts/senate/9.md b/data/jurisdictions/us/states/nd/districts/senate/9.md
new file mode 100644
index 0000000000..75aa1675a3
--- /dev/null
+++ b/data/jurisdictions/us/states/nd/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "ND Senate District 9"
+classification: state-senate-district
+state: "ND"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nd]
+timestamp: "2026-07-03"
+---
+
+# ND Senate District 9
+
+State Senate district 9 (ND).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nd/people/adam-goldwyn.md b/data/jurisdictions/us/states/nd/people/adam-goldwyn.md
index 90a6eeb398..c15e6b092b 100644
--- a/data/jurisdictions/us/states/nd/people/adam-goldwyn.md
+++ b/data/jurisdictions/us/states/nd/people/adam-goldwyn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 11"
+represents: "us/states/nd/districts/house/11"
 tenure:
   start: "2026-05-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 11 (ND State House of Representatives District 11).
 
+Represents [ND State House of Representatives District 11](/us/states/nd/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/alisa-mitskog.md b/data/jurisdictions/us/states/nd/people/alisa-mitskog.md
index 274d4bc9c3..0deee74bab 100644
--- a/data/jurisdictions/us/states/nd/people/alisa-mitskog.md
+++ b/data/jurisdictions/us/states/nd/people/alisa-mitskog.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 25"
+represents: "us/states/nd/districts/house/25"
 tenure:
   start: "2014-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 25 (ND State House of Representatives District 25).
 
+Represents [ND State House of Representatives District 25](/us/states/nd/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/andrew-marschall.md b/data/jurisdictions/us/states/nd/people/andrew-marschall.md
index e5ff09b022..c24287e333 100644
--- a/data/jurisdictions/us/states/nd/people/andrew-marschall.md
+++ b/data/jurisdictions/us/states/nd/people/andrew-marschall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 16"
+represents: "us/states/nd/districts/house/16"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 16 (ND State House of Representatives District 16).
 
+Represents [ND State House of Representatives District 16](/us/states/nd/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/anna-novak.md b/data/jurisdictions/us/states/nd/people/anna-novak.md
index feaba64f6f..db7551b24e 100644
--- a/data/jurisdictions/us/states/nd/people/anna-novak.md
+++ b/data/jurisdictions/us/states/nd/people/anna-novak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 33"
+represents: "us/states/nd/districts/house/33"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 33 (ND State House of Representatives District 33).
 
+Represents [ND State House of Representatives District 33](/us/states/nd/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/austen-schauer.md b/data/jurisdictions/us/states/nd/people/austen-schauer.md
index 871b136de1..766e427f2d 100644
--- a/data/jurisdictions/us/states/nd/people/austen-schauer.md
+++ b/data/jurisdictions/us/states/nd/people/austen-schauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 13"
+represents: "us/states/nd/districts/house/13"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 13 (ND State House of Representatives District 13).
 
+Represents [ND State House of Representatives District 13](/us/states/nd/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/austin-foss.md b/data/jurisdictions/us/states/nd/people/austin-foss.md
index cc25633243..e329981e59 100644
--- a/data/jurisdictions/us/states/nd/people/austin-foss.md
+++ b/data/jurisdictions/us/states/nd/people/austin-foss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 44"
+represents: "us/states/nd/districts/house/44"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 44 (ND State House of Representatives District 44).
 
+Represents [ND State House of Representatives District 44](/us/states/nd/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/ben-koppelman.md b/data/jurisdictions/us/states/nd/people/ben-koppelman.md
index bbcb129c89..88b2478342 100644
--- a/data/jurisdictions/us/states/nd/people/ben-koppelman.md
+++ b/data/jurisdictions/us/states/nd/people/ben-koppelman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 16"
+represents: "us/states/nd/districts/house/16"
 tenure:
   start: "2012-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 16 (ND State House of Representatives District 16).
 
+Represents [ND State House of Representatives District 16](/us/states/nd/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/bernie-satrom.md b/data/jurisdictions/us/states/nd/people/bernie-satrom.md
index 3093b9e6e0..28ee78fc2b 100644
--- a/data/jurisdictions/us/states/nd/people/bernie-satrom.md
+++ b/data/jurisdictions/us/states/nd/people/bernie-satrom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 12"
+represents: "us/states/nd/districts/house/12"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 12 (ND State House of Representatives District 12).
 
+Represents [ND State House of Representatives District 12](/us/states/nd/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/bert-anderson.md b/data/jurisdictions/us/states/nd/people/bert-anderson.md
index 31edaafa1a..7b62104567 100644
--- a/data/jurisdictions/us/states/nd/people/bert-anderson.md
+++ b/data/jurisdictions/us/states/nd/people/bert-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 2"
+represents: "us/states/nd/districts/house/2"
 tenure:
   start: "2014-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 2 (ND State House of Representatives District 2).
 
+Represents [ND State House of Representatives District 2](/us/states/nd/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/bill-tveit.md b/data/jurisdictions/us/states/nd/people/bill-tveit.md
index 0f49f4ad7c..4ae28b6234 100644
--- a/data/jurisdictions/us/states/nd/people/bill-tveit.md
+++ b/data/jurisdictions/us/states/nd/people/bill-tveit.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 33"
+represents: "us/states/nd/districts/house/33"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 33 (ND State House of Representatives District 33).
 
+Represents [ND State House of Representatives District 33](/us/states/nd/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/bob-martinson.md b/data/jurisdictions/us/states/nd/people/bob-martinson.md
index 071a01010a..739a3745e7 100644
--- a/data/jurisdictions/us/states/nd/people/bob-martinson.md
+++ b/data/jurisdictions/us/states/nd/people/bob-martinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 35"
+represents: "us/states/nd/districts/house/35"
 tenure:
   start: "2000-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 35 (ND State House of Representatives District 35).
 
+Represents [ND State House of Representatives District 35](/us/states/nd/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/bob-paulson.md b/data/jurisdictions/us/states/nd/people/bob-paulson.md
index 6eb56fb5dc..2adcf73cb3 100644
--- a/data/jurisdictions/us/states/nd/people/bob-paulson.md
+++ b/data/jurisdictions/us/states/nd/people/bob-paulson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 3"
+represents: "us/states/nd/districts/senate/3"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 3 (ND State Senate District 3).
 
+Represents [ND State Senate District 3](/us/states/nd/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/brad-bekkedahl.md b/data/jurisdictions/us/states/nd/people/brad-bekkedahl.md
index 75cc848baf..351a74fb6c 100644
--- a/data/jurisdictions/us/states/nd/people/brad-bekkedahl.md
+++ b/data/jurisdictions/us/states/nd/people/brad-bekkedahl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 1"
+represents: "us/states/nd/districts/senate/1"
 tenure:
   start: "2014-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 1 (ND State Senate District 1).
 
+Represents [ND State Senate District 1](/us/states/nd/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/brandy-pyle.md b/data/jurisdictions/us/states/nd/people/brandy-pyle.md
index db96b87571..8f060c00a0 100644
--- a/data/jurisdictions/us/states/nd/people/brandy-pyle.md
+++ b/data/jurisdictions/us/states/nd/people/brandy-pyle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 22"
+represents: "us/states/nd/districts/house/22"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 22 (ND State House of Representatives District 22).
 
+Represents [ND State House of Representatives District 22](/us/states/nd/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/carrie-mcleod.md b/data/jurisdictions/us/states/nd/people/carrie-mcleod.md
index e8037b7845..79780b68ec 100644
--- a/data/jurisdictions/us/states/nd/people/carrie-mcleod.md
+++ b/data/jurisdictions/us/states/nd/people/carrie-mcleod.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 45"
+represents: "us/states/nd/districts/house/45"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 45 (ND State House of Representatives District 45).
 
+Represents [ND State House of Representatives District 45](/us/states/nd/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/christina-wolff.md b/data/jurisdictions/us/states/nd/people/christina-wolff.md
index 9b3bde1f09..6c26922fea 100644
--- a/data/jurisdictions/us/states/nd/people/christina-wolff.md
+++ b/data/jurisdictions/us/states/nd/people/christina-wolff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 38"
+represents: "us/states/nd/districts/house/38"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 38 (ND State House of Representatives District 38).
 
+Represents [ND State House of Representatives District 38](/us/states/nd/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/chuck-walen.md b/data/jurisdictions/us/states/nd/people/chuck-walen.md
index 661871ffaa..a1e2d42889 100644
--- a/data/jurisdictions/us/states/nd/people/chuck-walen.md
+++ b/data/jurisdictions/us/states/nd/people/chuck-walen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 4"
+represents: "us/states/nd/districts/senate/4"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 4 (ND State Senate District 4).
 
+Represents [ND State Senate District 4](/us/states/nd/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/claire-cory.md b/data/jurisdictions/us/states/nd/people/claire-cory.md
index fde206be79..022515a96c 100644
--- a/data/jurisdictions/us/states/nd/people/claire-cory.md
+++ b/data/jurisdictions/us/states/nd/people/claire-cory.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 42"
+represents: "us/states/nd/districts/senate/42"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 42 (ND State Senate District 42).
 
+Represents [ND State Senate District 42](/us/states/nd/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/clayton-fegley.md b/data/jurisdictions/us/states/nd/people/clayton-fegley.md
index 19695af47b..bf51a850d0 100644
--- a/data/jurisdictions/us/states/nd/people/clayton-fegley.md
+++ b/data/jurisdictions/us/states/nd/people/clayton-fegley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 4B"
+represents: "us/states/nd/districts/house/4b"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 4B (ND State House of Representatives District 4B).
 
+Represents [ND State House of Representatives District 4B](/us/states/nd/districts/house/4b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/cole-conley.md b/data/jurisdictions/us/states/nd/people/cole-conley.md
index 5cff25eba5..0d7c9d5b24 100644
--- a/data/jurisdictions/us/states/nd/people/cole-conley.md
+++ b/data/jurisdictions/us/states/nd/people/cole-conley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 12"
+represents: "us/states/nd/districts/senate/12"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 12 (ND State Senate District 12).
 
+Represents [ND State Senate District 12](/us/states/nd/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/collette-brown.md b/data/jurisdictions/us/states/nd/people/collette-brown.md
index 0ce0b0db20..bbbb6ff22a 100644
--- a/data/jurisdictions/us/states/nd/people/collette-brown.md
+++ b/data/jurisdictions/us/states/nd/people/collette-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 9"
+represents: "us/states/nd/districts/house/9"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 9 (ND State House of Representatives District 9).
 
+Represents [ND State House of Representatives District 9](/us/states/nd/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/craig-headland.md b/data/jurisdictions/us/states/nd/people/craig-headland.md
index 507c696ed7..a904542218 100644
--- a/data/jurisdictions/us/states/nd/people/craig-headland.md
+++ b/data/jurisdictions/us/states/nd/people/craig-headland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 29"
+represents: "us/states/nd/districts/house/29"
 tenure:
   start: "2002-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 29 (ND State House of Representatives District 29).
 
+Represents [ND State House of Representatives District 29](/us/states/nd/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dale-patten.md b/data/jurisdictions/us/states/nd/people/dale-patten.md
index b5c222d5d4..0228e5dc81 100644
--- a/data/jurisdictions/us/states/nd/people/dale-patten.md
+++ b/data/jurisdictions/us/states/nd/people/dale-patten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 26"
+represents: "us/states/nd/districts/senate/26"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 26 (ND State Senate District 26).
 
+Represents [ND State Senate District 26](/us/states/nd/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dan-johnston.md b/data/jurisdictions/us/states/nd/people/dan-johnston.md
index a3954d705d..7c152c4ccd 100644
--- a/data/jurisdictions/us/states/nd/people/dan-johnston.md
+++ b/data/jurisdictions/us/states/nd/people/dan-johnston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 24"
+represents: "us/states/nd/districts/house/24"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 24 (ND State House of Representatives District 24).
 
+Represents [ND State House of Representatives District 24](/us/states/nd/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dan-ruby.md b/data/jurisdictions/us/states/nd/people/dan-ruby.md
index 4787cef291..8c07e136bc 100644
--- a/data/jurisdictions/us/states/nd/people/dan-ruby.md
+++ b/data/jurisdictions/us/states/nd/people/dan-ruby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 38"
+represents: "us/states/nd/districts/house/38"
 tenure:
   start: "2000-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 38 (ND State House of Representatives District 38).
 
+Represents [ND State House of Representatives District 38](/us/states/nd/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dan-vollmer.md b/data/jurisdictions/us/states/nd/people/dan-vollmer.md
index 10f124a90e..239b051432 100644
--- a/data/jurisdictions/us/states/nd/people/dan-vollmer.md
+++ b/data/jurisdictions/us/states/nd/people/dan-vollmer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 6"
+represents: "us/states/nd/districts/house/6"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 6 (ND State House of Representatives District 6).
 
+Represents [ND State House of Representatives District 6](/us/states/nd/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dave-monson.md b/data/jurisdictions/us/states/nd/people/dave-monson.md
index c88ac456cd..7cbb7849d6 100644
--- a/data/jurisdictions/us/states/nd/people/dave-monson.md
+++ b/data/jurisdictions/us/states/nd/people/dave-monson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 19"
+represents: "us/states/nd/districts/house/19"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 19 (ND State House of Representatives District 19).
 
+Represents [ND State House of Representatives District 19](/us/states/nd/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dave-rustebakke.md b/data/jurisdictions/us/states/nd/people/dave-rustebakke.md
index 2d00f99e32..c7cd980c77 100644
--- a/data/jurisdictions/us/states/nd/people/dave-rustebakke.md
+++ b/data/jurisdictions/us/states/nd/people/dave-rustebakke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 20"
+represents: "us/states/nd/districts/house/20"
 tenure:
   start: "2026-04-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 20 (ND State House of Representatives District 20).
 
+Represents [ND State House of Representatives District 20](/us/states/nd/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/david-clemens.md b/data/jurisdictions/us/states/nd/people/david-clemens.md
index 7b8b3f2bb9..16170ab857 100644
--- a/data/jurisdictions/us/states/nd/people/david-clemens.md
+++ b/data/jurisdictions/us/states/nd/people/david-clemens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 16"
+represents: "us/states/nd/districts/senate/16"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 16 (ND State Senate District 16).
 
+Represents [ND State Senate District 16](/us/states/nd/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/david-hogue.md b/data/jurisdictions/us/states/nd/people/david-hogue.md
index c034ffea38..47dd7c709f 100644
--- a/data/jurisdictions/us/states/nd/people/david-hogue.md
+++ b/data/jurisdictions/us/states/nd/people/david-hogue.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 38"
+represents: "us/states/nd/districts/senate/38"
 tenure:
   start: "2008-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 38 (ND State Senate District 38).
 
+Represents [ND State Senate District 38](/us/states/nd/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/david-richter.md b/data/jurisdictions/us/states/nd/people/david-richter.md
index ceeaccd1e6..9a89b6deb2 100644
--- a/data/jurisdictions/us/states/nd/people/david-richter.md
+++ b/data/jurisdictions/us/states/nd/people/david-richter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 1"
+represents: "us/states/nd/districts/house/1"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 1 (ND State House of Representatives District 1).
 
+Represents [ND State House of Representatives District 1](/us/states/nd/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dawson-holle.md b/data/jurisdictions/us/states/nd/people/dawson-holle.md
index 23d1e53df5..8f9bc86e31 100644
--- a/data/jurisdictions/us/states/nd/people/dawson-holle.md
+++ b/data/jurisdictions/us/states/nd/people/dawson-holle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 31"
+represents: "us/states/nd/districts/house/31"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 31 (ND State House of Representatives District 31).
 
+Represents [ND State House of Representatives District 31](/us/states/nd/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dean-rummel.md b/data/jurisdictions/us/states/nd/people/dean-rummel.md
index 1ba732d83e..7f1cab0555 100644
--- a/data/jurisdictions/us/states/nd/people/dean-rummel.md
+++ b/data/jurisdictions/us/states/nd/people/dean-rummel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 37"
+represents: "us/states/nd/districts/senate/37"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 37 (ND State Senate District 37).
 
+Represents [ND State Senate District 37](/us/states/nd/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dennis-nehring.md b/data/jurisdictions/us/states/nd/people/dennis-nehring.md
index f2a84ea2fe..30214dd667 100644
--- a/data/jurisdictions/us/states/nd/people/dennis-nehring.md
+++ b/data/jurisdictions/us/states/nd/people/dennis-nehring.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 23"
+represents: "us/states/nd/districts/house/23"
 tenure:
   start: "2024-05-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 23 (ND State House of Representatives District 23).
 
+Represents [ND State House of Representatives District 23](/us/states/nd/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/desiree-morton.md b/data/jurisdictions/us/states/nd/people/desiree-morton.md
index 5412e2dc25..025d5c4898 100644
--- a/data/jurisdictions/us/states/nd/people/desiree-morton.md
+++ b/data/jurisdictions/us/states/nd/people/desiree-morton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 46"
+represents: "us/states/nd/districts/house/46"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 46 (ND State House of Representatives District 46).
 
+Represents [ND State House of Representatives District 46](/us/states/nd/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/desiree-van-oosting.md b/data/jurisdictions/us/states/nd/people/desiree-van-oosting.md
index b8c156b0e3..ce6a328c87 100644
--- a/data/jurisdictions/us/states/nd/people/desiree-van-oosting.md
+++ b/data/jurisdictions/us/states/nd/people/desiree-van-oosting.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 36"
+represents: "us/states/nd/districts/senate/36"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 36 (ND State Senate District 36).
 
+Represents [ND State Senate District 36](/us/states/nd/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/diane-larson.md b/data/jurisdictions/us/states/nd/people/diane-larson.md
index b40dd767ff..72366d4fb0 100644
--- a/data/jurisdictions/us/states/nd/people/diane-larson.md
+++ b/data/jurisdictions/us/states/nd/people/diane-larson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 30"
+represents: "us/states/nd/districts/senate/30"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 30 (ND State Senate District 30).
 
+Represents [ND State Senate District 30](/us/states/nd/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dick-anderson.md b/data/jurisdictions/us/states/nd/people/dick-anderson.md
index ad1a63b411..cf9a4853dd 100644
--- a/data/jurisdictions/us/states/nd/people/dick-anderson.md
+++ b/data/jurisdictions/us/states/nd/people/dick-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 6"
+represents: "us/states/nd/districts/house/6"
 tenure:
   start: "2012-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 6 (ND State House of Representatives District 6).
 
+Represents [ND State House of Representatives District 6](/us/states/nd/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dick-dever.md b/data/jurisdictions/us/states/nd/people/dick-dever.md
index 16393bc011..bf29f6bc26 100644
--- a/data/jurisdictions/us/states/nd/people/dick-dever.md
+++ b/data/jurisdictions/us/states/nd/people/dick-dever.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 32"
+represents: "us/states/nd/districts/senate/32"
 tenure:
   start: "2000-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 32 (ND State Senate District 32).
 
+Represents [ND State Senate District 32](/us/states/nd/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/don-schaible.md b/data/jurisdictions/us/states/nd/people/don-schaible.md
index 6e20541dbc..51f056124b 100644
--- a/data/jurisdictions/us/states/nd/people/don-schaible.md
+++ b/data/jurisdictions/us/states/nd/people/don-schaible.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 31"
+represents: "us/states/nd/districts/senate/31"
 tenure:
   start: "2010-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 31 (ND State Senate District 31).
 
+Represents [ND State Senate District 31](/us/states/nd/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/don-vigesaa.md b/data/jurisdictions/us/states/nd/people/don-vigesaa.md
index c6d771cddb..283c284852 100644
--- a/data/jurisdictions/us/states/nd/people/don-vigesaa.md
+++ b/data/jurisdictions/us/states/nd/people/don-vigesaa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 29"
+represents: "us/states/nd/districts/house/29"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 29 (ND State House of Representatives District 29).
 
+Represents [ND State House of Representatives District 29](/us/states/nd/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/donald-longmuir.md b/data/jurisdictions/us/states/nd/people/donald-longmuir.md
index 8419b2954e..2dce25332b 100644
--- a/data/jurisdictions/us/states/nd/people/donald-longmuir.md
+++ b/data/jurisdictions/us/states/nd/people/donald-longmuir.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 2"
+represents: "us/states/nd/districts/house/2"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 2 (ND State House of Representatives District 2).
 
+Represents [ND State House of Representatives District 2](/us/states/nd/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/donna-henderson.md b/data/jurisdictions/us/states/nd/people/donna-henderson.md
index 8549de2900..6857c601fc 100644
--- a/data/jurisdictions/us/states/nd/people/donna-henderson.md
+++ b/data/jurisdictions/us/states/nd/people/donna-henderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 15"
+represents: "us/states/nd/districts/house/15"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 15 (ND State House of Representatives District 15).
 
+Represents [ND State House of Representatives District 15](/us/states/nd/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dori-hauck.md b/data/jurisdictions/us/states/nd/people/dori-hauck.md
index 4e94668342..3787845046 100644
--- a/data/jurisdictions/us/states/nd/people/dori-hauck.md
+++ b/data/jurisdictions/us/states/nd/people/dori-hauck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 36"
+represents: "us/states/nd/districts/house/36"
 tenure:
   start: "2021-03-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 36 (ND State House of Representatives District 36).
 
+Represents [ND State House of Representatives District 36](/us/states/nd/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/doug-osowski.md b/data/jurisdictions/us/states/nd/people/doug-osowski.md
index fe9160e80b..e1e7207cae 100644
--- a/data/jurisdictions/us/states/nd/people/doug-osowski.md
+++ b/data/jurisdictions/us/states/nd/people/doug-osowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 42"
+represents: "us/states/nd/districts/house/42"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 42 (ND State House of Representatives District 42).
 
+Represents [ND State House of Representatives District 42](/us/states/nd/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dustin-mcnally.md b/data/jurisdictions/us/states/nd/people/dustin-mcnally.md
index c04941baae..5b326569a1 100644
--- a/data/jurisdictions/us/states/nd/people/dustin-mcnally.md
+++ b/data/jurisdictions/us/states/nd/people/dustin-mcnally.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 42"
+represents: "us/states/nd/districts/house/42"
 tenure:
   start: "2025-09-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 42 (ND State House of Representatives District 42).
 
+Represents [ND State House of Representatives District 42](/us/states/nd/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/dwight-kiefert.md b/data/jurisdictions/us/states/nd/people/dwight-kiefert.md
index 5e7e7f3fa5..852144f4f8 100644
--- a/data/jurisdictions/us/states/nd/people/dwight-kiefert.md
+++ b/data/jurisdictions/us/states/nd/people/dwight-kiefert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 24"
+represents: "us/states/nd/districts/house/24"
 tenure:
   start: "2012-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 24 (ND State House of Representatives District 24).
 
+Represents [ND State House of Representatives District 24](/us/states/nd/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/eric-murphy.md b/data/jurisdictions/us/states/nd/people/eric-murphy.md
index 992fe30caf..b7ea98b6c0 100644
--- a/data/jurisdictions/us/states/nd/people/eric-murphy.md
+++ b/data/jurisdictions/us/states/nd/people/eric-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 43"
+represents: "us/states/nd/districts/house/43"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 43 (ND State House of Representatives District 43).
 
+Represents [ND State House of Representatives District 43](/us/states/nd/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/glenn-bosch.md b/data/jurisdictions/us/states/nd/people/glenn-bosch.md
index 3805c7f033..6be27fccdf 100644
--- a/data/jurisdictions/us/states/nd/people/glenn-bosch.md
+++ b/data/jurisdictions/us/states/nd/people/glenn-bosch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 30"
+represents: "us/states/nd/districts/house/30"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 30 (ND State House of Representatives District 30).
 
+Represents [ND State House of Representatives District 30](/us/states/nd/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/greg-kessel.md b/data/jurisdictions/us/states/nd/people/greg-kessel.md
index 8d58535c8f..fc39ce5785 100644
--- a/data/jurisdictions/us/states/nd/people/greg-kessel.md
+++ b/data/jurisdictions/us/states/nd/people/greg-kessel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 39"
+represents: "us/states/nd/districts/senate/39"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 39 (ND State Senate District 39).
 
+Represents [ND State Senate District 39](/us/states/nd/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/greg-stemen.md b/data/jurisdictions/us/states/nd/people/greg-stemen.md
index 6673e027d5..774b27deef 100644
--- a/data/jurisdictions/us/states/nd/people/greg-stemen.md
+++ b/data/jurisdictions/us/states/nd/people/greg-stemen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 27"
+represents: "us/states/nd/districts/house/27"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 27 (ND State House of Representatives District 27).
 
+Represents [ND State House of Representatives District 27](/us/states/nd/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/gretchen-dobervich.md b/data/jurisdictions/us/states/nd/people/gretchen-dobervich.md
index 0efa40baf7..698ab8b048 100644
--- a/data/jurisdictions/us/states/nd/people/gretchen-dobervich.md
+++ b/data/jurisdictions/us/states/nd/people/gretchen-dobervich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 11"
+represents: "us/states/nd/districts/house/11"
 tenure:
   start: "2016-10-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 11 (ND State House of Representatives District 11).
 
+Represents [ND State House of Representatives District 11](/us/states/nd/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/janne-myrdal.md b/data/jurisdictions/us/states/nd/people/janne-myrdal.md
index 56072fc5f8..bd2f22c7b0 100644
--- a/data/jurisdictions/us/states/nd/people/janne-myrdal.md
+++ b/data/jurisdictions/us/states/nd/people/janne-myrdal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 19"
+represents: "us/states/nd/districts/senate/19"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 19 (ND State Senate District 19).
 
+Represents [ND State Senate District 19](/us/states/nd/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jared-hendrix.md b/data/jurisdictions/us/states/nd/people/jared-hendrix.md
index 02c45545d1..afff399e4e 100644
--- a/data/jurisdictions/us/states/nd/people/jared-hendrix.md
+++ b/data/jurisdictions/us/states/nd/people/jared-hendrix.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 10"
+represents: "us/states/nd/districts/house/10"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 10 (ND State House of Representatives District 10).
 
+Represents [ND State House of Representatives District 10](/us/states/nd/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jason-dockter.md b/data/jurisdictions/us/states/nd/people/jason-dockter.md
index 8513994f58..a0848192a0 100644
--- a/data/jurisdictions/us/states/nd/people/jason-dockter.md
+++ b/data/jurisdictions/us/states/nd/people/jason-dockter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 7"
+represents: "us/states/nd/districts/house/7"
 tenure:
   start: "2012-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 7 (ND State House of Representatives District 7).
 
+Represents [ND State House of Representatives District 7](/us/states/nd/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jay-fisher.md b/data/jurisdictions/us/states/nd/people/jay-fisher.md
index 8a61880e99..b617927a33 100644
--- a/data/jurisdictions/us/states/nd/people/jay-fisher.md
+++ b/data/jurisdictions/us/states/nd/people/jay-fisher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 5"
+represents: "us/states/nd/districts/house/5"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 5 (ND State House of Representatives District 5).
 
+Represents [ND State House of Representatives District 5](/us/states/nd/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jayme-davis.md b/data/jurisdictions/us/states/nd/people/jayme-davis.md
index fa3733888e..71e2f6b24c 100644
--- a/data/jurisdictions/us/states/nd/people/jayme-davis.md
+++ b/data/jurisdictions/us/states/nd/people/jayme-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 9"
+represents: "us/states/nd/districts/house/9"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 9 (ND State House of Representatives District 9).
 
+Represents [ND State House of Representatives District 9](/us/states/nd/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jeff-barta.md b/data/jurisdictions/us/states/nd/people/jeff-barta.md
index d32e5e7ac2..ad3966fb8a 100644
--- a/data/jurisdictions/us/states/nd/people/jeff-barta.md
+++ b/data/jurisdictions/us/states/nd/people/jeff-barta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 43"
+represents: "us/states/nd/districts/senate/43"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 43 (ND State Senate District 43).
 
+Represents [ND State Senate District 43](/us/states/nd/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jeff-hoverson.md b/data/jurisdictions/us/states/nd/people/jeff-hoverson.md
index b169437f98..b1208d6f04 100644
--- a/data/jurisdictions/us/states/nd/people/jeff-hoverson.md
+++ b/data/jurisdictions/us/states/nd/people/jeff-hoverson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 3"
+represents: "us/states/nd/districts/house/3"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 3 (ND State House of Representatives District 3).
 
+Represents [ND State House of Representatives District 3](/us/states/nd/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jeff-magrum.md b/data/jurisdictions/us/states/nd/people/jeff-magrum.md
index 77f8e83d40..5655f5bab0 100644
--- a/data/jurisdictions/us/states/nd/people/jeff-magrum.md
+++ b/data/jurisdictions/us/states/nd/people/jeff-magrum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 8"
+represents: "us/states/nd/districts/senate/8"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 8 (ND State Senate District 8).
 
+Represents [ND State Senate District 8](/us/states/nd/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jerry-klein.md b/data/jurisdictions/us/states/nd/people/jerry-klein.md
index 5944221a07..2d04981af4 100644
--- a/data/jurisdictions/us/states/nd/people/jerry-klein.md
+++ b/data/jurisdictions/us/states/nd/people/jerry-klein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 14"
+represents: "us/states/nd/districts/senate/14"
 tenure:
   start: "1996-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 14 (ND State Senate District 14).
 
+Represents [ND State Senate District 14](/us/states/nd/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jim-grueneich.md b/data/jurisdictions/us/states/nd/people/jim-grueneich.md
index 58d4725248..df993c686c 100644
--- a/data/jurisdictions/us/states/nd/people/jim-grueneich.md
+++ b/data/jurisdictions/us/states/nd/people/jim-grueneich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 28"
+represents: "us/states/nd/districts/house/28"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 28 (ND State House of Representatives District 28).
 
+Represents [ND State House of Representatives District 28](/us/states/nd/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jim-jonas.md b/data/jurisdictions/us/states/nd/people/jim-jonas.md
index 84302ec686..0bf45b9ca5 100644
--- a/data/jurisdictions/us/states/nd/people/jim-jonas.md
+++ b/data/jurisdictions/us/states/nd/people/jim-jonas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 13"
+represents: "us/states/nd/districts/house/13"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 13 (ND State House of Representatives District 13).
 
+Represents [ND State House of Representatives District 13](/us/states/nd/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jim-kasper.md b/data/jurisdictions/us/states/nd/people/jim-kasper.md
index cfc52dd383..370831f68d 100644
--- a/data/jurisdictions/us/states/nd/people/jim-kasper.md
+++ b/data/jurisdictions/us/states/nd/people/jim-kasper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 46"
+represents: "us/states/nd/districts/house/46"
 tenure:
   start: "2000-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 46 (ND State House of Representatives District 46).
 
+Represents [ND State House of Representatives District 46](/us/states/nd/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jon-nelson.md b/data/jurisdictions/us/states/nd/people/jon-nelson.md
index e0f3075580..5061688ff0 100644
--- a/data/jurisdictions/us/states/nd/people/jon-nelson.md
+++ b/data/jurisdictions/us/states/nd/people/jon-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 14"
+represents: "us/states/nd/districts/house/14"
 tenure:
   start: "2012-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 14 (ND State House of Representatives District 14).
 
+Represents [ND State House of Representatives District 14](/us/states/nd/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jonathan-sickler.md b/data/jurisdictions/us/states/nd/people/jonathan-sickler.md
index a3443f0dd7..b0644dd23a 100644
--- a/data/jurisdictions/us/states/nd/people/jonathan-sickler.md
+++ b/data/jurisdictions/us/states/nd/people/jonathan-sickler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 17"
+represents: "us/states/nd/districts/senate/17"
 tenure:
   start: "2022-06-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 17 (ND State Senate District 17).
 
+Represents [ND State Senate District 17](/us/states/nd/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jonathan-warrey.md b/data/jurisdictions/us/states/nd/people/jonathan-warrey.md
index 894f3d78b9..7b31e07610 100644
--- a/data/jurisdictions/us/states/nd/people/jonathan-warrey.md
+++ b/data/jurisdictions/us/states/nd/people/jonathan-warrey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 22"
+represents: "us/states/nd/districts/house/22"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 22 (ND State House of Representatives District 22).
 
+Represents [ND State House of Representatives District 22](/us/states/nd/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jorin-johnson.md b/data/jurisdictions/us/states/nd/people/jorin-johnson.md
index 9220c71663..ab8fc6e753 100644
--- a/data/jurisdictions/us/states/nd/people/jorin-johnson.md
+++ b/data/jurisdictions/us/states/nd/people/jorin-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 41"
+represents: "us/states/nd/districts/house/41"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 41 (ND State House of Representatives District 41).
 
+Represents [ND State House of Representatives District 41](/us/states/nd/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/jose-castaneda.md b/data/jurisdictions/us/states/nd/people/jose-castaneda.md
index 2e611966bc..0743a7e6f3 100644
--- a/data/jurisdictions/us/states/nd/people/jose-castaneda.md
+++ b/data/jurisdictions/us/states/nd/people/jose-castaneda.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 40"
+represents: "us/states/nd/districts/senate/40"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 40 (ND State Senate District 40).
 
+Represents [ND State Senate District 40](/us/states/nd/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/josh-boschee.md b/data/jurisdictions/us/states/nd/people/josh-boschee.md
index fe0fc2ee5e..48649066d0 100644
--- a/data/jurisdictions/us/states/nd/people/josh-boschee.md
+++ b/data/jurisdictions/us/states/nd/people/josh-boschee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 44"
+represents: "us/states/nd/districts/senate/44"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 44 (ND State Senate District 44).
 
+Represents [ND State Senate District 44](/us/states/nd/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/judy-lee.md b/data/jurisdictions/us/states/nd/people/judy-lee.md
index b5ac7daf3c..80d5fc98c8 100644
--- a/data/jurisdictions/us/states/nd/people/judy-lee.md
+++ b/data/jurisdictions/us/states/nd/people/judy-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 13"
+represents: "us/states/nd/districts/senate/13"
 tenure:
   start: "1994-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 13 (ND State Senate District 13).
 
+Represents [ND State Senate District 13](/us/states/nd/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/justin-gerhardt.md b/data/jurisdictions/us/states/nd/people/justin-gerhardt.md
index 302055d9a5..425cbd2578 100644
--- a/data/jurisdictions/us/states/nd/people/justin-gerhardt.md
+++ b/data/jurisdictions/us/states/nd/people/justin-gerhardt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 34"
+represents: "us/states/nd/districts/senate/34"
 tenure:
   start: "2023-10-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 34 (ND State Senate District 34).
 
+Represents [ND State Senate District 34](/us/states/nd/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/karen-anderson.md b/data/jurisdictions/us/states/nd/people/karen-anderson.md
index 8410a731c4..98986a6946 100644
--- a/data/jurisdictions/us/states/nd/people/karen-anderson.md
+++ b/data/jurisdictions/us/states/nd/people/karen-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 19"
+represents: "us/states/nd/districts/house/19"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 19 (ND State House of Representatives District 19).
 
+Represents [ND State House of Representatives District 19](/us/states/nd/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/karen-grindberg.md b/data/jurisdictions/us/states/nd/people/karen-grindberg.md
index a670d17028..e2a7c978f0 100644
--- a/data/jurisdictions/us/states/nd/people/karen-grindberg.md
+++ b/data/jurisdictions/us/states/nd/people/karen-grindberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 41"
+represents: "us/states/nd/districts/house/41"
 tenure:
   start: "2024-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 41 (ND State House of Representatives District 41).
 
+Represents [ND State House of Representatives District 41](/us/states/nd/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/karen-karls.md b/data/jurisdictions/us/states/nd/people/karen-karls.md
index 608cb4d8df..220855f41e 100644
--- a/data/jurisdictions/us/states/nd/people/karen-karls.md
+++ b/data/jurisdictions/us/states/nd/people/karen-karls.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 35"
+represents: "us/states/nd/districts/house/35"
 tenure:
   start: "2006-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 35 (ND State House of Representatives District 35).
 
+Represents [ND State House of Representatives District 35](/us/states/nd/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/karen-rohr.md b/data/jurisdictions/us/states/nd/people/karen-rohr.md
index 26391f3903..5b4de1806c 100644
--- a/data/jurisdictions/us/states/nd/people/karen-rohr.md
+++ b/data/jurisdictions/us/states/nd/people/karen-rohr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 31"
+represents: "us/states/nd/districts/house/31"
 tenure:
   start: "2010-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 31 (ND State House of Representatives District 31).
 
+Represents [ND State House of Representatives District 31](/us/states/nd/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/karla-rose-hanson.md b/data/jurisdictions/us/states/nd/people/karla-rose-hanson.md
index ec806b1fd4..5aa9b00329 100644
--- a/data/jurisdictions/us/states/nd/people/karla-rose-hanson.md
+++ b/data/jurisdictions/us/states/nd/people/karla-rose-hanson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 44"
+represents: "us/states/nd/districts/house/44"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 44 (ND State House of Representatives District 44).
 
+Represents [ND State House of Representatives District 44](/us/states/nd/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/kathy-frelich.md b/data/jurisdictions/us/states/nd/people/kathy-frelich.md
index 587f5d7f03..99b2179265 100644
--- a/data/jurisdictions/us/states/nd/people/kathy-frelich.md
+++ b/data/jurisdictions/us/states/nd/people/kathy-frelich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 15"
+represents: "us/states/nd/districts/house/15"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 15 (ND State House of Representatives District 15).
 
+Represents [ND State House of Representatives District 15](/us/states/nd/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/kathy-hogan.md b/data/jurisdictions/us/states/nd/people/kathy-hogan.md
index afa3042d05..a7f38e0418 100644
--- a/data/jurisdictions/us/states/nd/people/kathy-hogan.md
+++ b/data/jurisdictions/us/states/nd/people/kathy-hogan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 21"
+represents: "us/states/nd/districts/senate/21"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 21 (ND State Senate District 21).
 
+Represents [ND State Senate District 21](/us/states/nd/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/kathy-skroch.md b/data/jurisdictions/us/states/nd/people/kathy-skroch.md
index 4a4cddeacb..e486595be6 100644
--- a/data/jurisdictions/us/states/nd/people/kathy-skroch.md
+++ b/data/jurisdictions/us/states/nd/people/kathy-skroch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 25"
+represents: "us/states/nd/districts/house/25"
 tenure:
   start: "2025-09-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 25 (ND State House of Representatives District 25).
 
+Represents [ND State House of Representatives District 25](/us/states/nd/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/keith-boehm.md b/data/jurisdictions/us/states/nd/people/keith-boehm.md
index b91781d865..923c3fb39d 100644
--- a/data/jurisdictions/us/states/nd/people/keith-boehm.md
+++ b/data/jurisdictions/us/states/nd/people/keith-boehm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 33"
+represents: "us/states/nd/districts/senate/33"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 33 (ND State Senate District 33).
 
+Represents [ND State Senate District 33](/us/states/nd/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/keith-kempenich.md b/data/jurisdictions/us/states/nd/people/keith-kempenich.md
index 9e6ab1f41e..f1dfb8de6c 100644
--- a/data/jurisdictions/us/states/nd/people/keith-kempenich.md
+++ b/data/jurisdictions/us/states/nd/people/keith-kempenich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 39"
+represents: "us/states/nd/districts/house/39"
 tenure:
   start: "1992-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 39 (ND State House of Representatives District 39).
 
+Represents [ND State House of Representatives District 39](/us/states/nd/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/kelby-timmons.md b/data/jurisdictions/us/states/nd/people/kelby-timmons.md
index 55294a8d12..23af8519d2 100644
--- a/data/jurisdictions/us/states/nd/people/kelby-timmons.md
+++ b/data/jurisdictions/us/states/nd/people/kelby-timmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 26"
+represents: "us/states/nd/districts/house/26"
 tenure:
   start: "2025-05-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 26 (ND State House of Representatives District 26).
 
+Represents [ND State House of Representatives District 26](/us/states/nd/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/kent-weston.md b/data/jurisdictions/us/states/nd/people/kent-weston.md
index 33356c06b5..5d95c4032b 100644
--- a/data/jurisdictions/us/states/nd/people/kent-weston.md
+++ b/data/jurisdictions/us/states/nd/people/kent-weston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 15"
+represents: "us/states/nd/districts/senate/15"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 15 (ND State Senate District 15).
 
+Represents [ND State Senate District 15](/us/states/nd/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/kristin-roers.md b/data/jurisdictions/us/states/nd/people/kristin-roers.md
index 9a82f1ec14..3e31673ced 100644
--- a/data/jurisdictions/us/states/nd/people/kristin-roers.md
+++ b/data/jurisdictions/us/states/nd/people/kristin-roers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 27"
+represents: "us/states/nd/districts/senate/27"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 27 (ND State Senate District 27).
 
+Represents [ND State Senate District 27](/us/states/nd/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/kyle-davison.md b/data/jurisdictions/us/states/nd/people/kyle-davison.md
index cc3c9ddfb9..b711d04ffc 100644
--- a/data/jurisdictions/us/states/nd/people/kyle-davison.md
+++ b/data/jurisdictions/us/states/nd/people/kyle-davison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 41"
+represents: "us/states/nd/districts/senate/41"
 tenure:
   start: "2014-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 41 (ND State Senate District 41).
 
+Represents [ND State Senate District 41](/us/states/nd/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/landon-bahl.md b/data/jurisdictions/us/states/nd/people/landon-bahl.md
index 06c1a5ce95..856c7b694e 100644
--- a/data/jurisdictions/us/states/nd/people/landon-bahl.md
+++ b/data/jurisdictions/us/states/nd/people/landon-bahl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 17"
+represents: "us/states/nd/districts/house/17"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 17 (ND State House of Representatives District 17).
 
+Represents [ND State House of Representatives District 17](/us/states/nd/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/larry-klemin.md b/data/jurisdictions/us/states/nd/people/larry-klemin.md
index 67357b7900..6f527f62e5 100644
--- a/data/jurisdictions/us/states/nd/people/larry-klemin.md
+++ b/data/jurisdictions/us/states/nd/people/larry-klemin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 47"
+represents: "us/states/nd/districts/house/47"
 tenure:
   start: "1998-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 47 (ND State House of Representatives District 47).
 
+Represents [ND State House of Representatives District 47](/us/states/nd/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/larry-luick.md b/data/jurisdictions/us/states/nd/people/larry-luick.md
index 456f48134e..102b242ed8 100644
--- a/data/jurisdictions/us/states/nd/people/larry-luick.md
+++ b/data/jurisdictions/us/states/nd/people/larry-luick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 25"
+represents: "us/states/nd/districts/senate/25"
 tenure:
   start: "2010-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 25 (ND State Senate District 25).
 
+Represents [ND State Senate District 25](/us/states/nd/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/lauriebeth-hager.md b/data/jurisdictions/us/states/nd/people/lauriebeth-hager.md
index c6c3198295..5da7a8f3c0 100644
--- a/data/jurisdictions/us/states/nd/people/lauriebeth-hager.md
+++ b/data/jurisdictions/us/states/nd/people/lauriebeth-hager.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 21"
+represents: "us/states/nd/districts/house/21"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 21 (ND State House of Representatives District 21).
 
+Represents [ND State House of Representatives District 21](/us/states/nd/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/lisa-finley-deville.md b/data/jurisdictions/us/states/nd/people/lisa-finley-deville.md
index d24907cb1c..ef687369a0 100644
--- a/data/jurisdictions/us/states/nd/people/lisa-finley-deville.md
+++ b/data/jurisdictions/us/states/nd/people/lisa-finley-deville.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 4A"
+represents: "us/states/nd/districts/house/4a"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 4A (ND State House of Representatives District 4A).
 
+Represents [ND State House of Representatives District 4A](/us/states/nd/districts/house/4a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/lisa-meier.md b/data/jurisdictions/us/states/nd/people/lisa-meier.md
index f79693d029..635462e36f 100644
--- a/data/jurisdictions/us/states/nd/people/lisa-meier.md
+++ b/data/jurisdictions/us/states/nd/people/lisa-meier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 32"
+represents: "us/states/nd/districts/house/32"
 tenure:
   start: "2000-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 32 (ND State House of Representatives District 32).
 
+Represents [ND State House of Representatives District 32](/us/states/nd/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/lori-vanwinkle.md b/data/jurisdictions/us/states/nd/people/lori-vanwinkle.md
index ae28c206f8..306930dfca 100644
--- a/data/jurisdictions/us/states/nd/people/lori-vanwinkle.md
+++ b/data/jurisdictions/us/states/nd/people/lori-vanwinkle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 3"
+represents: "us/states/nd/districts/house/3"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 3 (ND State House of Representatives District 3).
 
+Represents [ND State House of Representatives District 3](/us/states/nd/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/macy-bolinske.md b/data/jurisdictions/us/states/nd/people/macy-bolinske.md
index a4ce105196..b02574ce6a 100644
--- a/data/jurisdictions/us/states/nd/people/macy-bolinske.md
+++ b/data/jurisdictions/us/states/nd/people/macy-bolinske.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 40"
+represents: "us/states/nd/districts/house/40"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 40 (ND State House of Representatives District 40).
 
+Represents [ND State House of Representatives District 40](/us/states/nd/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mark-enget.md b/data/jurisdictions/us/states/nd/people/mark-enget.md
index 47d2a8ad24..b40af50efc 100644
--- a/data/jurisdictions/us/states/nd/people/mark-enget.md
+++ b/data/jurisdictions/us/states/nd/people/mark-enget.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 2"
+represents: "us/states/nd/districts/senate/2"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 2 (ND State Senate District 2).
 
+Represents [ND State Senate District 2](/us/states/nd/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mark-sanford.md b/data/jurisdictions/us/states/nd/people/mark-sanford.md
index f1280d3642..85f05ddf37 100644
--- a/data/jurisdictions/us/states/nd/people/mark-sanford.md
+++ b/data/jurisdictions/us/states/nd/people/mark-sanford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 17"
+represents: "us/states/nd/districts/house/17"
 tenure:
   start: "2010-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 17 (ND State House of Representatives District 17).
 
+Represents [ND State House of Representatives District 17](/us/states/nd/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mark-weber.md b/data/jurisdictions/us/states/nd/people/mark-weber.md
index 14c8a28642..afd883312d 100644
--- a/data/jurisdictions/us/states/nd/people/mark-weber.md
+++ b/data/jurisdictions/us/states/nd/people/mark-weber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 22"
+represents: "us/states/nd/districts/senate/22"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 22 (ND State Senate District 22).
 
+Represents [ND State Senate District 22](/us/states/nd/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mary-schneider.md b/data/jurisdictions/us/states/nd/people/mary-schneider.md
index 87cb493f83..bed7a462ef 100644
--- a/data/jurisdictions/us/states/nd/people/mary-schneider.md
+++ b/data/jurisdictions/us/states/nd/people/mary-schneider.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 21"
+represents: "us/states/nd/districts/house/21"
 tenure:
   start: "2014-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 21 (ND State House of Representatives District 21).
 
+Represents [ND State House of Representatives District 21](/us/states/nd/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/matt-heilman.md b/data/jurisdictions/us/states/nd/people/matt-heilman.md
index 941a00fb58..98e68ea4eb 100644
--- a/data/jurisdictions/us/states/nd/people/matt-heilman.md
+++ b/data/jurisdictions/us/states/nd/people/matt-heilman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 7"
+represents: "us/states/nd/districts/house/7"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 7 (ND State House of Representatives District 7).
 
+Represents [ND State House of Representatives District 7](/us/states/nd/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/matt-ruby.md b/data/jurisdictions/us/states/nd/people/matt-ruby.md
index cfd20ea0ee..687093208a 100644
--- a/data/jurisdictions/us/states/nd/people/matt-ruby.md
+++ b/data/jurisdictions/us/states/nd/people/matt-ruby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 40"
+represents: "us/states/nd/districts/house/40"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 40 (ND State House of Representatives District 40).
 
+Represents [ND State House of Representatives District 40](/us/states/nd/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/michelle-axtman.md b/data/jurisdictions/us/states/nd/people/michelle-axtman.md
index b4ae978e33..f175cb3f57 100644
--- a/data/jurisdictions/us/states/nd/people/michelle-axtman.md
+++ b/data/jurisdictions/us/states/nd/people/michelle-axtman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 7"
+represents: "us/states/nd/districts/senate/7"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 7 (ND State Senate District 7).
 
+Represents [ND State Senate District 7](/us/states/nd/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/michelle-powers.md b/data/jurisdictions/us/states/nd/people/michelle-powers.md
index 7076a3b3f0..0b32293869 100644
--- a/data/jurisdictions/us/states/nd/people/michelle-powers.md
+++ b/data/jurisdictions/us/states/nd/people/michelle-powers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 46"
+represents: "us/states/nd/districts/senate/46"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 46 (ND State Senate District 46).
 
+Represents [ND State Senate District 46](/us/states/nd/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mike-berg.md b/data/jurisdictions/us/states/nd/people/mike-berg.md
index 90eadbac18..2e3631aa15 100644
--- a/data/jurisdictions/us/states/nd/people/mike-berg.md
+++ b/data/jurisdictions/us/states/nd/people/mike-berg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 8"
+represents: "us/states/nd/districts/house/8"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 8 (ND State House of Representatives District 8).
 
+Represents [ND State House of Representatives District 8](/us/states/nd/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mike-brandenburg.md b/data/jurisdictions/us/states/nd/people/mike-brandenburg.md
index 6e53bbc850..9f11f4fc34 100644
--- a/data/jurisdictions/us/states/nd/people/mike-brandenburg.md
+++ b/data/jurisdictions/us/states/nd/people/mike-brandenburg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 28"
+represents: "us/states/nd/districts/house/28"
 tenure:
   start: "2004-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 28 (ND State House of Representatives District 28).
 
+Represents [ND State House of Representatives District 28](/us/states/nd/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mike-dwyer.md b/data/jurisdictions/us/states/nd/people/mike-dwyer.md
index ac89114b6a..1167cce971 100644
--- a/data/jurisdictions/us/states/nd/people/mike-dwyer.md
+++ b/data/jurisdictions/us/states/nd/people/mike-dwyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 47"
+represents: "us/states/nd/districts/senate/47"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 47 (ND State Senate District 47).
 
+Represents [ND State Senate District 47](/us/states/nd/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mike-lefor.md b/data/jurisdictions/us/states/nd/people/mike-lefor.md
index bb6b3831f1..be467ae56e 100644
--- a/data/jurisdictions/us/states/nd/people/mike-lefor.md
+++ b/data/jurisdictions/us/states/nd/people/mike-lefor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 37"
+represents: "us/states/nd/districts/house/37"
 tenure:
   start: "2014-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 37 (ND State House of Representatives District 37).
 
+Represents [ND State House of Representatives District 37](/us/states/nd/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mike-motschenbacher.md b/data/jurisdictions/us/states/nd/people/mike-motschenbacher.md
index 46e1d6b6aa..03d5f5e962 100644
--- a/data/jurisdictions/us/states/nd/people/mike-motschenbacher.md
+++ b/data/jurisdictions/us/states/nd/people/mike-motschenbacher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 47"
+represents: "us/states/nd/districts/house/47"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 47 (ND State House of Representatives District 47).
 
+Represents [ND State House of Representatives District 47](/us/states/nd/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mike-nathe.md b/data/jurisdictions/us/states/nd/people/mike-nathe.md
index b0f68ef94a..a549d733bb 100644
--- a/data/jurisdictions/us/states/nd/people/mike-nathe.md
+++ b/data/jurisdictions/us/states/nd/people/mike-nathe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 30"
+represents: "us/states/nd/districts/house/30"
 tenure:
   start: "2008-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 30 (ND State House of Representatives District 30).
 
+Represents [ND State House of Representatives District 30](/us/states/nd/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mike-schatz.md b/data/jurisdictions/us/states/nd/people/mike-schatz.md
index ecbf67d5aa..5cf4f2cf97 100644
--- a/data/jurisdictions/us/states/nd/people/mike-schatz.md
+++ b/data/jurisdictions/us/states/nd/people/mike-schatz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 39"
+represents: "us/states/nd/districts/house/39"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 39 (ND State House of Representatives District 39).
 
+Represents [ND State House of Representatives District 39](/us/states/nd/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mike-wobbema.md b/data/jurisdictions/us/states/nd/people/mike-wobbema.md
index 8cdd80135a..31a21aa9ca 100644
--- a/data/jurisdictions/us/states/nd/people/mike-wobbema.md
+++ b/data/jurisdictions/us/states/nd/people/mike-wobbema.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 24"
+represents: "us/states/nd/districts/senate/24"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 24 (ND State Senate District 24).
 
+Represents [ND State Senate District 24](/us/states/nd/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/mitch-ostlie.md b/data/jurisdictions/us/states/nd/people/mitch-ostlie.md
index 80937b5bb2..bfe52f4029 100644
--- a/data/jurisdictions/us/states/nd/people/mitch-ostlie.md
+++ b/data/jurisdictions/us/states/nd/people/mitch-ostlie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 12"
+represents: "us/states/nd/districts/house/12"
 tenure:
   start: "2020-02-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 12 (ND State House of Representatives District 12).
 
+Represents [ND State House of Representatives District 12](/us/states/nd/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/nathan-toman.md b/data/jurisdictions/us/states/nd/people/nathan-toman.md
index 85ad2955ab..82da1eb44b 100644
--- a/data/jurisdictions/us/states/nd/people/nathan-toman.md
+++ b/data/jurisdictions/us/states/nd/people/nathan-toman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 34"
+represents: "us/states/nd/districts/house/34"
 tenure:
   start: "2012-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 34 (ND State House of Representatives District 34).
 
+Represents [ND State House of Representatives District 34](/us/states/nd/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/nels-christianson.md b/data/jurisdictions/us/states/nd/people/nels-christianson.md
index d2f6d1f081..f3704832f0 100644
--- a/data/jurisdictions/us/states/nd/people/nels-christianson.md
+++ b/data/jurisdictions/us/states/nd/people/nels-christianson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 18"
+represents: "us/states/nd/districts/house/18"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 18 (ND State House of Representatives District 18).
 
+Represents [ND State House of Representatives District 18](/us/states/nd/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/nico-rios.md b/data/jurisdictions/us/states/nd/people/nico-rios.md
index 903c457ddd..cfc5a8ff3c 100644
--- a/data/jurisdictions/us/states/nd/people/nico-rios.md
+++ b/data/jurisdictions/us/states/nd/people/nico-rios.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 23"
+represents: "us/states/nd/districts/house/23"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 23 (ND State House of Representatives District 23).
 
+Represents [ND State House of Representatives District 23](/us/states/nd/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/pat-heinert.md b/data/jurisdictions/us/states/nd/people/pat-heinert.md
index 94000eb0e0..230a3bbcc2 100644
--- a/data/jurisdictions/us/states/nd/people/pat-heinert.md
+++ b/data/jurisdictions/us/states/nd/people/pat-heinert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 32"
+represents: "us/states/nd/districts/house/32"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 32 (ND State House of Representatives District 32).
 
+Represents [ND State House of Representatives District 32](/us/states/nd/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/patrick-hatlestad.md b/data/jurisdictions/us/states/nd/people/patrick-hatlestad.md
index 70e9ee9cc5..fb216a0904 100644
--- a/data/jurisdictions/us/states/nd/people/patrick-hatlestad.md
+++ b/data/jurisdictions/us/states/nd/people/patrick-hatlestad.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 1"
+represents: "us/states/nd/districts/house/1"
 tenure:
   start: "2006-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 1 (ND State House of Representatives District 1).
 
+Represents [ND State House of Representatives District 1](/us/states/nd/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/paul-thomas.md b/data/jurisdictions/us/states/nd/people/paul-thomas.md
index a915bcdd5d..b86eb57924 100644
--- a/data/jurisdictions/us/states/nd/people/paul-thomas.md
+++ b/data/jurisdictions/us/states/nd/people/paul-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 6"
+represents: "us/states/nd/districts/senate/6"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 6 (ND State Senate District 6).
 
+Represents [ND State Senate District 6](/us/states/nd/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/randy-burckhard.md b/data/jurisdictions/us/states/nd/people/randy-burckhard.md
index 962ca4f05e..cbac9c075f 100644
--- a/data/jurisdictions/us/states/nd/people/randy-burckhard.md
+++ b/data/jurisdictions/us/states/nd/people/randy-burckhard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 5"
+represents: "us/states/nd/districts/senate/5"
 tenure:
   start: "2010-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 5 (ND State Senate District 5).
 
+Represents [ND State Senate District 5](/us/states/nd/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/randy-lemm.md b/data/jurisdictions/us/states/nd/people/randy-lemm.md
index e20ca8a975..442d2ccf5b 100644
--- a/data/jurisdictions/us/states/nd/people/randy-lemm.md
+++ b/data/jurisdictions/us/states/nd/people/randy-lemm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 20"
+represents: "us/states/nd/districts/senate/20"
 tenure:
   start: "2019-03-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 20 (ND State Senate District 20).
 
+Represents [ND State Senate District 20](/us/states/nd/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/richard-marcellais.md b/data/jurisdictions/us/states/nd/people/richard-marcellais.md
index 2d2c2464f6..a785a348b4 100644
--- a/data/jurisdictions/us/states/nd/people/richard-marcellais.md
+++ b/data/jurisdictions/us/states/nd/people/richard-marcellais.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 9"
+represents: "us/states/nd/districts/senate/9"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 9 (ND State Senate District 9).
 
+Represents [ND State Senate District 9](/us/states/nd/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/robert-erbele.md b/data/jurisdictions/us/states/nd/people/robert-erbele.md
index ec142dd2ed..e684efb6a8 100644
--- a/data/jurisdictions/us/states/nd/people/robert-erbele.md
+++ b/data/jurisdictions/us/states/nd/people/robert-erbele.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 28"
+represents: "us/states/nd/districts/senate/28"
 tenure:
   start: "2000-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 28 (ND State Senate District 28).
 
+Represents [ND State Senate District 28](/us/states/nd/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/robin-weisz.md b/data/jurisdictions/us/states/nd/people/robin-weisz.md
index 6d0ed01480..8cc20f3e2e 100644
--- a/data/jurisdictions/us/states/nd/people/robin-weisz.md
+++ b/data/jurisdictions/us/states/nd/people/robin-weisz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 14"
+represents: "us/states/nd/districts/house/14"
 tenure:
   start: "1996-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 14 (ND State House of Representatives District 14).
 
+Represents [ND State House of Representatives District 14](/us/states/nd/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/roger-maki.md b/data/jurisdictions/us/states/nd/people/roger-maki.md
index 60f9fd2f8b..3c9b2d63ac 100644
--- a/data/jurisdictions/us/states/nd/people/roger-maki.md
+++ b/data/jurisdictions/us/states/nd/people/roger-maki.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 26"
+represents: "us/states/nd/districts/house/26"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 26 (ND State House of Representatives District 26).
 
+Represents [ND State House of Representatives District 26](/us/states/nd/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/ron-sorvaag.md b/data/jurisdictions/us/states/nd/people/ron-sorvaag.md
index b1d8a4bb1a..1dbe6ece74 100644
--- a/data/jurisdictions/us/states/nd/people/ron-sorvaag.md
+++ b/data/jurisdictions/us/states/nd/people/ron-sorvaag.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 45"
+represents: "us/states/nd/districts/senate/45"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 45 (ND State Senate District 45).
 
+Represents [ND State Senate District 45](/us/states/nd/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/ryan-braunberger.md b/data/jurisdictions/us/states/nd/people/ryan-braunberger.md
index d66b7291ae..1cfb1e16d5 100644
--- a/data/jurisdictions/us/states/nd/people/ryan-braunberger.md
+++ b/data/jurisdictions/us/states/nd/people/ryan-braunberger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 10"
+represents: "us/states/nd/districts/senate/10"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 10 (ND State Senate District 10).
 
+Represents [ND State Senate District 10](/us/states/nd/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/scott-louser.md b/data/jurisdictions/us/states/nd/people/scott-louser.md
index aeae1a10b5..8e40a3671d 100644
--- a/data/jurisdictions/us/states/nd/people/scott-louser.md
+++ b/data/jurisdictions/us/states/nd/people/scott-louser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 5"
+represents: "us/states/nd/districts/house/5"
 tenure:
   start: "2010-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 5 (ND State House of Representatives District 5).
 
+Represents [ND State House of Representatives District 5](/us/states/nd/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/scott-meyer.md b/data/jurisdictions/us/states/nd/people/scott-meyer.md
index ccd3ed3567..665a7eefb3 100644
--- a/data/jurisdictions/us/states/nd/people/scott-meyer.md
+++ b/data/jurisdictions/us/states/nd/people/scott-meyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 18"
+represents: "us/states/nd/districts/senate/18"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 18 (ND State Senate District 18).
 
+Represents [ND State Senate District 18](/us/states/nd/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/scott-wagner.md b/data/jurisdictions/us/states/nd/people/scott-wagner.md
index 0407fdd96a..ea33056175 100644
--- a/data/jurisdictions/us/states/nd/people/scott-wagner.md
+++ b/data/jurisdictions/us/states/nd/people/scott-wagner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 45"
+represents: "us/states/nd/districts/house/45"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 45 (ND State House of Representatives District 45).
 
+Represents [ND State House of Representatives District 45](/us/states/nd/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/sean-cleary.md b/data/jurisdictions/us/states/nd/people/sean-cleary.md
index c6ad52612c..28b6a9be96 100644
--- a/data/jurisdictions/us/states/nd/people/sean-cleary.md
+++ b/data/jurisdictions/us/states/nd/people/sean-cleary.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 35"
+represents: "us/states/nd/districts/senate/35"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 35 (ND State Senate District 35).
 
+Represents [ND State Senate District 35](/us/states/nd/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/steve-swiontek.md b/data/jurisdictions/us/states/nd/people/steve-swiontek.md
index 0c349ec609..79b5d79622 100644
--- a/data/jurisdictions/us/states/nd/people/steve-swiontek.md
+++ b/data/jurisdictions/us/states/nd/people/steve-swiontek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 10"
+represents: "us/states/nd/districts/house/10"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 10 (ND State House of Representatives District 10).
 
+Represents [ND State House of Representatives District 10](/us/states/nd/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/steve-vetter.md b/data/jurisdictions/us/states/nd/people/steve-vetter.md
index 39295131e9..1f01cf0aaf 100644
--- a/data/jurisdictions/us/states/nd/people/steve-vetter.md
+++ b/data/jurisdictions/us/states/nd/people/steve-vetter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 18"
+represents: "us/states/nd/districts/house/18"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 18 (ND State House of Representatives District 18).
 
+Represents [ND State House of Representatives District 18](/us/states/nd/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/suann-olson.md b/data/jurisdictions/us/states/nd/people/suann-olson.md
index 4e5901c077..2712329a4a 100644
--- a/data/jurisdictions/us/states/nd/people/suann-olson.md
+++ b/data/jurisdictions/us/states/nd/people/suann-olson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 8"
+represents: "us/states/nd/districts/house/8"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 8 (ND State House of Representatives District 8).
 
+Represents [ND State House of Representatives District 8](/us/states/nd/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/t-j-brown.md b/data/jurisdictions/us/states/nd/people/t-j-brown.md
index a99397125d..8e5259d471 100644
--- a/data/jurisdictions/us/states/nd/people/t-j-brown.md
+++ b/data/jurisdictions/us/states/nd/people/t-j-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 27"
+represents: "us/states/nd/districts/house/27"
 tenure:
   start: "2025-03-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 27 (ND State House of Representatives District 27).
 
+Represents [ND State House of Representatives District 27](/us/states/nd/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/terry-wanzek.md b/data/jurisdictions/us/states/nd/people/terry-wanzek.md
index 57b2d5fbb0..c9ce061eb9 100644
--- a/data/jurisdictions/us/states/nd/people/terry-wanzek.md
+++ b/data/jurisdictions/us/states/nd/people/terry-wanzek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 29"
+represents: "us/states/nd/districts/senate/29"
 tenure:
   start: "2006-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 29 (ND State Senate District 29).
 
+Represents [ND State Senate District 29](/us/states/nd/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/tim-mathern.md b/data/jurisdictions/us/states/nd/people/tim-mathern.md
index cc73436b59..b583bcdca5 100644
--- a/data/jurisdictions/us/states/nd/people/tim-mathern.md
+++ b/data/jurisdictions/us/states/nd/people/tim-mathern.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 11"
+represents: "us/states/nd/districts/senate/11"
 tenure:
   start: "1986-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 11 (ND State Senate District 11).
 
+Represents [ND State Senate District 11](/us/states/nd/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/todd-beard.md b/data/jurisdictions/us/states/nd/people/todd-beard.md
index 9dbf2aa86b..8109534d6b 100644
--- a/data/jurisdictions/us/states/nd/people/todd-beard.md
+++ b/data/jurisdictions/us/states/nd/people/todd-beard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State Senate District 23"
+represents: "us/states/nd/districts/senate/23"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND Senate District 23 (ND State Senate District 23).
 
+Represents [ND State Senate District 23](/us/states/nd/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/todd-porter.md b/data/jurisdictions/us/states/nd/people/todd-porter.md
index 7d3002619a..bae66dacd8 100644
--- a/data/jurisdictions/us/states/nd/people/todd-porter.md
+++ b/data/jurisdictions/us/states/nd/people/todd-porter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 34"
+represents: "us/states/nd/districts/house/34"
 tenure:
   start: "1998-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 34 (ND State House of Representatives District 34).
 
+Represents [ND State House of Representatives District 34](/us/states/nd/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/ty-dressler.md b/data/jurisdictions/us/states/nd/people/ty-dressler.md
index e95399629f..60d73b62f3 100644
--- a/data/jurisdictions/us/states/nd/people/ty-dressler.md
+++ b/data/jurisdictions/us/states/nd/people/ty-dressler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 36"
+represents: "us/states/nd/districts/house/36"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 36 (ND State House of Representatives District 36).
 
+Represents [ND State House of Representatives District 36](/us/states/nd/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/vicky-steiner.md b/data/jurisdictions/us/states/nd/people/vicky-steiner.md
index 8b6b2c9e8b..856776f10b 100644
--- a/data/jurisdictions/us/states/nd/people/vicky-steiner.md
+++ b/data/jurisdictions/us/states/nd/people/vicky-steiner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 37"
+represents: "us/states/nd/districts/house/37"
 tenure:
   start: "2010-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 37 (ND State House of Representatives District 37).
 
+Represents [ND State House of Representatives District 37](/us/states/nd/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nd/people/zac-ista.md b/data/jurisdictions/us/states/nd/people/zac-ista.md
index d66481084f..acdf1b0263 100644
--- a/data/jurisdictions/us/states/nd/people/zac-ista.md
+++ b/data/jurisdictions/us/states/nd/people/zac-ista.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "ND"
 district: "ND State House of Representatives District 43"
+represents: "us/states/nd/districts/house/43"
 tenure:
   start: "2020-10-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current ND House District 43 (ND State House of Representatives District 43).
 
+Represents [ND State House of Representatives District 43](/us/states/nd/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ne/counties/adams/index.md b/data/jurisdictions/us/states/ne/counties/adams/index.md
index b3c611818c..801cdda90a 100644
--- a/data/jurisdictions/us/states/ne/counties/adams/index.md
+++ b/data/jurisdictions/us/states/ne/counties/adams/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 67
   hispanic: 3869
   bachelors_plus: 8416
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 3869 |
 | Bachelor's or higher | 8416 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/antelope/index.md b/data/jurisdictions/us/states/ne/counties/antelope/index.md
index b2268f0f49..2692cca3c4 100644
--- a/data/jurisdictions/us/states/ne/counties/antelope/index.md
+++ b/data/jurisdictions/us/states/ne/counties/antelope/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 6
   hispanic: 252
   bachelors_plus: 1191
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 252 |
 | Bachelor's or higher | 1191 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/arthur/index.md b/data/jurisdictions/us/states/ne/counties/arthur/index.md
index 3b37840660..962abb5f7a 100644
--- a/data/jurisdictions/us/states/ne/counties/arthur/index.md
+++ b/data/jurisdictions/us/states/ne/counties/arthur/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 3
   bachelors_plus: 144
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 3 |
 | Bachelor's or higher | 144 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/banner/index.md b/data/jurisdictions/us/states/ne/counties/banner/index.md
index 26aded0e17..635f420c61 100644
--- a/data/jurisdictions/us/states/ne/counties/banner/index.md
+++ b/data/jurisdictions/us/states/ne/counties/banner/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 79
   bachelors_plus: 238
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 79 |
 | Bachelor's or higher | 238 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/blaine/index.md b/data/jurisdictions/us/states/ne/counties/blaine/index.md
index 05f4432518..d8de0caeb8 100644
--- a/data/jurisdictions/us/states/ne/counties/blaine/index.md
+++ b/data/jurisdictions/us/states/ne/counties/blaine/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 0
   bachelors_plus: 93
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 93 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/boone/index.md b/data/jurisdictions/us/states/ne/counties/boone/index.md
index fe9475c3ed..f47327eee1 100644
--- a/data/jurisdictions/us/states/ne/counties/boone/index.md
+++ b/data/jurisdictions/us/states/ne/counties/boone/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 46
   hispanic: 229
   bachelors_plus: 934
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 229 |
 | Bachelor's or higher | 934 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/box-butte/index.md b/data/jurisdictions/us/states/ne/counties/box-butte/index.md
index 6bc1815b03..e996aa69a1 100644
--- a/data/jurisdictions/us/states/ne/counties/box-butte/index.md
+++ b/data/jurisdictions/us/states/ne/counties/box-butte/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 338
   hispanic: 1352
   bachelors_plus: 1828
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 1352 |
 | Bachelor's or higher | 1828 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/boyd/index.md b/data/jurisdictions/us/states/ne/counties/boyd/index.md
index 516449c752..0f930cbed8 100644
--- a/data/jurisdictions/us/states/ne/counties/boyd/index.md
+++ b/data/jurisdictions/us/states/ne/counties/boyd/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 50
   hispanic: 56
   bachelors_plus: 392
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 56 |
 | Bachelor's or higher | 392 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/brown/index.md b/data/jurisdictions/us/states/ne/counties/brown/index.md
index d0ca38d389..09e2d5614a 100644
--- a/data/jurisdictions/us/states/ne/counties/brown/index.md
+++ b/data/jurisdictions/us/states/ne/counties/brown/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 15
   hispanic: 177
   bachelors_plus: 644
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 177 |
 | Bachelor's or higher | 644 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/buffalo/index.md b/data/jurisdictions/us/states/ne/counties/buffalo/index.md
index 1a6015d5c7..4c97eaa226 100644
--- a/data/jurisdictions/us/states/ne/counties/buffalo/index.md
+++ b/data/jurisdictions/us/states/ne/counties/buffalo/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 259
   hispanic: 5385
   bachelors_plus: 14557
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 5385 |
 | Bachelor's or higher | 14557 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/burt/index.md b/data/jurisdictions/us/states/ne/counties/burt/index.md
index 04f9b49b81..c1fc934e38 100644
--- a/data/jurisdictions/us/states/ne/counties/burt/index.md
+++ b/data/jurisdictions/us/states/ne/counties/burt/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 101
   hispanic: 228
   bachelors_plus: 1510
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 228 |
 | Bachelor's or higher | 1510 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/butler/index.md b/data/jurisdictions/us/states/ne/counties/butler/index.md
index 6e2b956e34..c6e089ead8 100644
--- a/data/jurisdictions/us/states/ne/counties/butler/index.md
+++ b/data/jurisdictions/us/states/ne/counties/butler/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 82
   hispanic: 527
   bachelors_plus: 1699
+districts:
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 527 |
 | Bachelor's or higher | 1699 |
 
+## Districts
+
+- [NE-01](/us/states/ne/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/cass/index.md b/data/jurisdictions/us/states/ne/counties/cass/index.md
index ba2ba26235..3ff892f678 100644
--- a/data/jurisdictions/us/states/ne/counties/cass/index.md
+++ b/data/jurisdictions/us/states/ne/counties/cass/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 68
   hispanic: 1110
   bachelors_plus: 8411
+districts:
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 0.9989
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 1110 |
 | Bachelor's or higher | 8411 |
 
+## Districts
+
+- [NE-01](/us/states/ne/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/cedar/index.md b/data/jurisdictions/us/states/ne/counties/cedar/index.md
index 0d883519fa..67d80dd1da 100644
--- a/data/jurisdictions/us/states/ne/counties/cedar/index.md
+++ b/data/jurisdictions/us/states/ne/counties/cedar/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 18
   hispanic: 211
   bachelors_plus: 1721
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 211 |
 | Bachelor's or higher | 1721 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/chase/index.md b/data/jurisdictions/us/states/ne/counties/chase/index.md
index 1f50b56a3b..d4f9e399d9 100644
--- a/data/jurisdictions/us/states/ne/counties/chase/index.md
+++ b/data/jurisdictions/us/states/ne/counties/chase/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 70
   hispanic: 658
   bachelors_plus: 782
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 658 |
 | Bachelor's or higher | 782 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/cherry/index.md b/data/jurisdictions/us/states/ne/counties/cherry/index.md
index f36aea24fd..434f5dd43f 100644
--- a/data/jurisdictions/us/states/ne/counties/cherry/index.md
+++ b/data/jurisdictions/us/states/ne/counties/cherry/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 286
   hispanic: 193
   bachelors_plus: 1316
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 193 |
 | Bachelor's or higher | 1316 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/cheyenne/index.md b/data/jurisdictions/us/states/ne/counties/cheyenne/index.md
index 332399ad0c..2f0ff5b597 100644
--- a/data/jurisdictions/us/states/ne/counties/cheyenne/index.md
+++ b/data/jurisdictions/us/states/ne/counties/cheyenne/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 35
   hispanic: 827
   bachelors_plus: 2125
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 827 |
 | Bachelor's or higher | 2125 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/clay/index.md b/data/jurisdictions/us/states/ne/counties/clay/index.md
index 9af8e512aa..0e2c4e2a1a 100644
--- a/data/jurisdictions/us/states/ne/counties/clay/index.md
+++ b/data/jurisdictions/us/states/ne/counties/clay/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 55
   hispanic: 594
   bachelors_plus: 1238
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 594 |
 | Bachelor's or higher | 1238 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/colfax/index.md b/data/jurisdictions/us/states/ne/counties/colfax/index.md
index dab99f7e8f..0cfabe8c62 100644
--- a/data/jurisdictions/us/states/ne/counties/colfax/index.md
+++ b/data/jurisdictions/us/states/ne/counties/colfax/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 486
   hispanic: 5091
   bachelors_plus: 1298
+districts:
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 5091 |
 | Bachelor's or higher | 1298 |
 
+## Districts
+
+- [NE-01](/us/states/ne/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/cuming/index.md b/data/jurisdictions/us/states/ne/counties/cuming/index.md
index 05806d1f05..4ca074699c 100644
--- a/data/jurisdictions/us/states/ne/counties/cuming/index.md
+++ b/data/jurisdictions/us/states/ne/counties/cuming/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 102
   hispanic: 1114
   bachelors_plus: 1927
+districts:
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 1114 |
 | Bachelor's or higher | 1927 |
 
+## Districts
+
+- [NE-01](/us/states/ne/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/custer/index.md b/data/jurisdictions/us/states/ne/counties/custer/index.md
index 3d09effc59..77d78bedd2 100644
--- a/data/jurisdictions/us/states/ne/counties/custer/index.md
+++ b/data/jurisdictions/us/states/ne/counties/custer/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 56
   hispanic: 416
   bachelors_plus: 2239
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 416 |
 | Bachelor's or higher | 2239 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/dakota/index.md b/data/jurisdictions/us/states/ne/counties/dakota/index.md
index c17f7d34cf..54baddfc4f 100644
--- a/data/jurisdictions/us/states/ne/counties/dakota/index.md
+++ b/data/jurisdictions/us/states/ne/counties/dakota/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 722
   hispanic: 8878
   bachelors_plus: 2313
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 8878 |
 | Bachelor's or higher | 2313 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/dawes/index.md b/data/jurisdictions/us/states/ne/counties/dawes/index.md
index 11e0ef9daf..228d68cbdf 100644
--- a/data/jurisdictions/us/states/ne/counties/dawes/index.md
+++ b/data/jurisdictions/us/states/ne/counties/dawes/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 282
   hispanic: 411
   bachelors_plus: 2766
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 411 |
 | Bachelor's or higher | 2766 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/dawson/index.md b/data/jurisdictions/us/states/ne/counties/dawson/index.md
index ceeb141168..c8a552fcec 100644
--- a/data/jurisdictions/us/states/ne/counties/dawson/index.md
+++ b/data/jurisdictions/us/states/ne/counties/dawson/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 135
   hispanic: 9045
   bachelors_plus: 3398
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 9045 |
 | Bachelor's or higher | 3398 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/deuel/index.md b/data/jurisdictions/us/states/ne/counties/deuel/index.md
index 3136feb418..4e097f0f28 100644
--- a/data/jurisdictions/us/states/ne/counties/deuel/index.md
+++ b/data/jurisdictions/us/states/ne/counties/deuel/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 16
   hispanic: 183
   bachelors_plus: 457
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 183 |
 | Bachelor's or higher | 457 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/dixon/index.md b/data/jurisdictions/us/states/ne/counties/dixon/index.md
index 0be4e2088e..b4b5fb4a79 100644
--- a/data/jurisdictions/us/states/ne/counties/dixon/index.md
+++ b/data/jurisdictions/us/states/ne/counties/dixon/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 26
   hispanic: 876
   bachelors_plus: 1075
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 876 |
 | Bachelor's or higher | 1075 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/dodge/index.md b/data/jurisdictions/us/states/ne/counties/dodge/index.md
index 13667bc82b..ad30f5e4a4 100644
--- a/data/jurisdictions/us/states/ne/counties/dodge/index.md
+++ b/data/jurisdictions/us/states/ne/counties/dodge/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 833
   hispanic: 6730
   bachelors_plus: 7138
+districts:
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 0.9968
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 6730 |
 | Bachelor's or higher | 7138 |
 
+## Districts
+
+- [NE-01](/us/states/ne/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/douglas/index.md b/data/jurisdictions/us/states/ne/counties/douglas/index.md
index ab678203b5..d335a5c141 100644
--- a/data/jurisdictions/us/states/ne/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/ne/counties/douglas/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 4344
   hispanic: 85851
   bachelors_plus: 224487
+districts:
+  - to: "us/states/ne/districts/02"
+    rel: in-district
+    area_weight: 0.9969
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 85851 |
 | Bachelor's or higher | 224487 |
 
+## Districts
+
+- [NE-02](/us/states/ne/districts/02.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/dundy/index.md b/data/jurisdictions/us/states/ne/counties/dundy/index.md
index 9c125a98d7..6bb0440249 100644
--- a/data/jurisdictions/us/states/ne/counties/dundy/index.md
+++ b/data/jurisdictions/us/states/ne/counties/dundy/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 1
   hispanic: 57
   bachelors_plus: 362
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 57 |
 | Bachelor's or higher | 362 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/fillmore/index.md b/data/jurisdictions/us/states/ne/counties/fillmore/index.md
index c2659b387c..76cf3c4eca 100644
--- a/data/jurisdictions/us/states/ne/counties/fillmore/index.md
+++ b/data/jurisdictions/us/states/ne/counties/fillmore/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 33
   hispanic: 209
   bachelors_plus: 1277
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 209 |
 | Bachelor's or higher | 1277 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/franklin/index.md b/data/jurisdictions/us/states/ne/counties/franklin/index.md
index 744ce57cd2..8a2fd57662 100644
--- a/data/jurisdictions/us/states/ne/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/ne/counties/franklin/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 16
   hispanic: 99
   bachelors_plus: 589
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 99 |
 | Bachelor's or higher | 589 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/frontier/index.md b/data/jurisdictions/us/states/ne/counties/frontier/index.md
index 5003734114..d995d24205 100644
--- a/data/jurisdictions/us/states/ne/counties/frontier/index.md
+++ b/data/jurisdictions/us/states/ne/counties/frontier/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 6
   hispanic: 126
   bachelors_plus: 576
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 126 |
 | Bachelor's or higher | 576 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/furnas/index.md b/data/jurisdictions/us/states/ne/counties/furnas/index.md
index fce8f39ddd..980ffaafac 100644
--- a/data/jurisdictions/us/states/ne/counties/furnas/index.md
+++ b/data/jurisdictions/us/states/ne/counties/furnas/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 46
   hispanic: 232
   bachelors_plus: 1049
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 232 |
 | Bachelor's or higher | 1049 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/gage/index.md b/data/jurisdictions/us/states/ne/counties/gage/index.md
index f2fcb1e01c..a1c0aeabd8 100644
--- a/data/jurisdictions/us/states/ne/counties/gage/index.md
+++ b/data/jurisdictions/us/states/ne/counties/gage/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 99
   hispanic: 742
   bachelors_plus: 4427
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 742 |
 | Bachelor's or higher | 4427 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/garden/index.md b/data/jurisdictions/us/states/ne/counties/garden/index.md
index cee105a384..0ae0e5ee46 100644
--- a/data/jurisdictions/us/states/ne/counties/garden/index.md
+++ b/data/jurisdictions/us/states/ne/counties/garden/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 9
   hispanic: 76
   bachelors_plus: 361
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 76 |
 | Bachelor's or higher | 361 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/garfield/index.md b/data/jurisdictions/us/states/ne/counties/garfield/index.md
index 03a8b263ae..e48977bd15 100644
--- a/data/jurisdictions/us/states/ne/counties/garfield/index.md
+++ b/data/jurisdictions/us/states/ne/counties/garfield/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 2
   hispanic: 29
   bachelors_plus: 481
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 29 |
 | Bachelor's or higher | 481 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/gosper/index.md b/data/jurisdictions/us/states/ne/counties/gosper/index.md
index 0a3cf5ad6d..6e3c26c0b0 100644
--- a/data/jurisdictions/us/states/ne/counties/gosper/index.md
+++ b/data/jurisdictions/us/states/ne/counties/gosper/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 7
   hispanic: 151
   bachelors_plus: 538
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 151 |
 | Bachelor's or higher | 538 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/grant/index.md b/data/jurisdictions/us/states/ne/counties/grant/index.md
index 1e5cad1c95..f4b7637fa3 100644
--- a/data/jurisdictions/us/states/ne/counties/grant/index.md
+++ b/data/jurisdictions/us/states/ne/counties/grant/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 6
   hispanic: 1
   bachelors_plus: 150
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 1 |
 | Bachelor's or higher | 150 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/greeley/index.md b/data/jurisdictions/us/states/ne/counties/greeley/index.md
index 7329faaaed..7315342da6 100644
--- a/data/jurisdictions/us/states/ne/counties/greeley/index.md
+++ b/data/jurisdictions/us/states/ne/counties/greeley/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 9
   hispanic: 68
   bachelors_plus: 433
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 68 |
 | Bachelor's or higher | 433 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/hall/index.md b/data/jurisdictions/us/states/ne/counties/hall/index.md
index a9bd096307..90a1593847 100644
--- a/data/jurisdictions/us/states/ne/counties/hall/index.md
+++ b/data/jurisdictions/us/states/ne/counties/hall/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 596
   hispanic: 20289
   bachelors_plus: 11862
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 20289 |
 | Bachelor's or higher | 11862 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/hamilton/index.md b/data/jurisdictions/us/states/ne/counties/hamilton/index.md
index 2673be651f..bafdb7e026 100644
--- a/data/jurisdictions/us/states/ne/counties/hamilton/index.md
+++ b/data/jurisdictions/us/states/ne/counties/hamilton/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 44
   hispanic: 408
   bachelors_plus: 2704
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 408 |
 | Bachelor's or higher | 2704 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/harlan/index.md b/data/jurisdictions/us/states/ne/counties/harlan/index.md
index cac5af7424..7082dc5002 100644
--- a/data/jurisdictions/us/states/ne/counties/harlan/index.md
+++ b/data/jurisdictions/us/states/ne/counties/harlan/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 51
   bachelors_plus: 758
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 51 |
 | Bachelor's or higher | 758 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/hayes/index.md b/data/jurisdictions/us/states/ne/counties/hayes/index.md
index 91e8ae94c5..6b14bdadb1 100644
--- a/data/jurisdictions/us/states/ne/counties/hayes/index.md
+++ b/data/jurisdictions/us/states/ne/counties/hayes/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 5
   hispanic: 41
   bachelors_plus: 143
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 41 |
 | Bachelor's or higher | 143 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/hitchcock/index.md b/data/jurisdictions/us/states/ne/counties/hitchcock/index.md
index cbf66f031d..b420519032 100644
--- a/data/jurisdictions/us/states/ne/counties/hitchcock/index.md
+++ b/data/jurisdictions/us/states/ne/counties/hitchcock/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 7
   hispanic: 108
   bachelors_plus: 467
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 108 |
 | Bachelor's or higher | 467 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/holt/index.md b/data/jurisdictions/us/states/ne/counties/holt/index.md
index a46b82f618..a33f443449 100644
--- a/data/jurisdictions/us/states/ne/counties/holt/index.md
+++ b/data/jurisdictions/us/states/ne/counties/holt/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 22
   hispanic: 576
   bachelors_plus: 2603
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 576 |
 | Bachelor's or higher | 2603 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/hooker/index.md b/data/jurisdictions/us/states/ne/counties/hooker/index.md
index a656213fcb..fd94b5c845 100644
--- a/data/jurisdictions/us/states/ne/counties/hooker/index.md
+++ b/data/jurisdictions/us/states/ne/counties/hooker/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 1
   hispanic: 0
   bachelors_plus: 113
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 113 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/howard/index.md b/data/jurisdictions/us/states/ne/counties/howard/index.md
index a314e4201a..d8ced4d8d1 100644
--- a/data/jurisdictions/us/states/ne/counties/howard/index.md
+++ b/data/jurisdictions/us/states/ne/counties/howard/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 2
   hispanic: 212
   bachelors_plus: 1394
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 212 |
 | Bachelor's or higher | 1394 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/jefferson/index.md b/data/jurisdictions/us/states/ne/counties/jefferson/index.md
index be0bf7c7de..ad3e56555b 100644
--- a/data/jurisdictions/us/states/ne/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/ne/counties/jefferson/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 15
   hispanic: 420
   bachelors_plus: 1233
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 420 |
 | Bachelor's or higher | 1233 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/johnson/index.md b/data/jurisdictions/us/states/ne/counties/johnson/index.md
index 7bb3e5bf38..ad9bc17586 100644
--- a/data/jurisdictions/us/states/ne/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/ne/counties/johnson/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 129
   hispanic: 627
   bachelors_plus: 901
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 627 |
 | Bachelor's or higher | 901 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/kearney/index.md b/data/jurisdictions/us/states/ne/counties/kearney/index.md
index e8655c6f59..18b2887813 100644
--- a/data/jurisdictions/us/states/ne/counties/kearney/index.md
+++ b/data/jurisdictions/us/states/ne/counties/kearney/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 16
   hispanic: 459
   bachelors_plus: 1888
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 459 |
 | Bachelor's or higher | 1888 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/keith/index.md b/data/jurisdictions/us/states/ne/counties/keith/index.md
index 84a6244679..8de639b150 100644
--- a/data/jurisdictions/us/states/ne/counties/keith/index.md
+++ b/data/jurisdictions/us/states/ne/counties/keith/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 20
   hispanic: 749
   bachelors_plus: 1766
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 749 |
 | Bachelor's or higher | 1766 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/keya-paha/index.md b/data/jurisdictions/us/states/ne/counties/keya-paha/index.md
index 19c7f9c990..c586706760 100644
--- a/data/jurisdictions/us/states/ne/counties/keya-paha/index.md
+++ b/data/jurisdictions/us/states/ne/counties/keya-paha/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 38
   bachelors_plus: 139
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 38 |
 | Bachelor's or higher | 139 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/kimball/index.md b/data/jurisdictions/us/states/ne/counties/kimball/index.md
index bbd8581684..db2f27d736 100644
--- a/data/jurisdictions/us/states/ne/counties/kimball/index.md
+++ b/data/jurisdictions/us/states/ne/counties/kimball/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 57
   hispanic: 321
   bachelors_plus: 446
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 321 |
 | Bachelor's or higher | 446 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/knox/index.md b/data/jurisdictions/us/states/ne/counties/knox/index.md
index 0d4115c80e..df660e5d1e 100644
--- a/data/jurisdictions/us/states/ne/counties/knox/index.md
+++ b/data/jurisdictions/us/states/ne/counties/knox/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 780
   hispanic: 246
   bachelors_plus: 1455
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 246 |
 | Bachelor's or higher | 1455 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/lancaster/index.md b/data/jurisdictions/us/states/ne/counties/lancaster/index.md
index d5ca6b8d2b..300f9eeeb8 100644
--- a/data/jurisdictions/us/states/ne/counties/lancaster/index.md
+++ b/data/jurisdictions/us/states/ne/counties/lancaster/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 2194
   hispanic: 27767
   bachelors_plus: 117784
+districts:
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 27767 |
 | Bachelor's or higher | 117784 |
 
+## Districts
+
+- [NE-01](/us/states/ne/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/lincoln/index.md b/data/jurisdictions/us/states/ne/counties/lincoln/index.md
index 8f53ec5f6e..f63deaecab 100644
--- a/data/jurisdictions/us/states/ne/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/ne/counties/lincoln/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 628
   hispanic: 3136
   bachelors_plus: 7045
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 3136 |
 | Bachelor's or higher | 7045 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/logan/index.md b/data/jurisdictions/us/states/ne/counties/logan/index.md
index 2a1ba7dd73..4913167cb4 100644
--- a/data/jurisdictions/us/states/ne/counties/logan/index.md
+++ b/data/jurisdictions/us/states/ne/counties/logan/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 5
   hispanic: 15
   bachelors_plus: 149
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 15 |
 | Bachelor's or higher | 149 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/loup/index.md b/data/jurisdictions/us/states/ne/counties/loup/index.md
index de3dfb8410..b76b081a92 100644
--- a/data/jurisdictions/us/states/ne/counties/loup/index.md
+++ b/data/jurisdictions/us/states/ne/counties/loup/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 4
   hispanic: 49
   bachelors_plus: 155
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 49 |
 | Bachelor's or higher | 155 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/madison/index.md b/data/jurisdictions/us/states/ne/counties/madison/index.md
index 3b032d3484..6eca3dc0b1 100644
--- a/data/jurisdictions/us/states/ne/counties/madison/index.md
+++ b/data/jurisdictions/us/states/ne/counties/madison/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 505
   hispanic: 5797
   bachelors_plus: 7485
+districts:
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 5797 |
 | Bachelor's or higher | 7485 |
 
+## Districts
+
+- [NE-01](/us/states/ne/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/mcpherson/index.md b/data/jurisdictions/us/states/ne/counties/mcpherson/index.md
index a4843d98d4..32279f92a6 100644
--- a/data/jurisdictions/us/states/ne/counties/mcpherson/index.md
+++ b/data/jurisdictions/us/states/ne/counties/mcpherson/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 4
   bachelors_plus: 100
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 4 |
 | Bachelor's or higher | 100 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/merrick/index.md b/data/jurisdictions/us/states/ne/counties/merrick/index.md
index a3bef39486..5a6e0e8b60 100644
--- a/data/jurisdictions/us/states/ne/counties/merrick/index.md
+++ b/data/jurisdictions/us/states/ne/counties/merrick/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 25
   hispanic: 435
   bachelors_plus: 1433
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 435 |
 | Bachelor's or higher | 1433 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/morrill/index.md b/data/jurisdictions/us/states/ne/counties/morrill/index.md
index 770967b015..86fbd9be4e 100644
--- a/data/jurisdictions/us/states/ne/counties/morrill/index.md
+++ b/data/jurisdictions/us/states/ne/counties/morrill/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 50
   hispanic: 668
   bachelors_plus: 758
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 668 |
 | Bachelor's or higher | 758 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/nance/index.md b/data/jurisdictions/us/states/ne/counties/nance/index.md
index 639870276b..185e7f3143 100644
--- a/data/jurisdictions/us/states/ne/counties/nance/index.md
+++ b/data/jurisdictions/us/states/ne/counties/nance/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 19
   hispanic: 85
   bachelors_plus: 581
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 85 |
 | Bachelor's or higher | 581 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/nemaha/index.md b/data/jurisdictions/us/states/ne/counties/nemaha/index.md
index d122631402..51927975b1 100644
--- a/data/jurisdictions/us/states/ne/counties/nemaha/index.md
+++ b/data/jurisdictions/us/states/ne/counties/nemaha/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 59
   hispanic: 229
   bachelors_plus: 1823
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 229 |
 | Bachelor's or higher | 1823 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/nuckolls/index.md b/data/jurisdictions/us/states/ne/counties/nuckolls/index.md
index 76a6c41e44..d97fe78ae8 100644
--- a/data/jurisdictions/us/states/ne/counties/nuckolls/index.md
+++ b/data/jurisdictions/us/states/ne/counties/nuckolls/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 17
   hispanic: 146
   bachelors_plus: 974
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 146 |
 | Bachelor's or higher | 974 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/otoe/index.md b/data/jurisdictions/us/states/ne/counties/otoe/index.md
index 0f7f0b8a0d..d098890c36 100644
--- a/data/jurisdictions/us/states/ne/counties/otoe/index.md
+++ b/data/jurisdictions/us/states/ne/counties/otoe/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 75
   hispanic: 1456
   bachelors_plus: 4080
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 1456 |
 | Bachelor's or higher | 4080 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/pawnee/index.md b/data/jurisdictions/us/states/ne/counties/pawnee/index.md
index b567fa2a0d..dc6d53af13 100644
--- a/data/jurisdictions/us/states/ne/counties/pawnee/index.md
+++ b/data/jurisdictions/us/states/ne/counties/pawnee/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 49
   bachelors_plus: 518
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 49 |
 | Bachelor's or higher | 518 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/perkins/index.md b/data/jurisdictions/us/states/ne/counties/perkins/index.md
index a5d64a74e7..5e05630998 100644
--- a/data/jurisdictions/us/states/ne/counties/perkins/index.md
+++ b/data/jurisdictions/us/states/ne/counties/perkins/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 21
   hispanic: 159
   bachelors_plus: 609
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 159 |
 | Bachelor's or higher | 609 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/phelps/index.md b/data/jurisdictions/us/states/ne/counties/phelps/index.md
index 0d80f686da..9a10342d5b 100644
--- a/data/jurisdictions/us/states/ne/counties/phelps/index.md
+++ b/data/jurisdictions/us/states/ne/counties/phelps/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 41
   hispanic: 618
   bachelors_plus: 2375
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 618 |
 | Bachelor's or higher | 2375 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/pierce/index.md b/data/jurisdictions/us/states/ne/counties/pierce/index.md
index c0ea2eb00b..6a1858a5c1 100644
--- a/data/jurisdictions/us/states/ne/counties/pierce/index.md
+++ b/data/jurisdictions/us/states/ne/counties/pierce/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 32
   hispanic: 198
   bachelors_plus: 1440
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 198 |
 | Bachelor's or higher | 1440 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/platte/index.md b/data/jurisdictions/us/states/ne/counties/platte/index.md
index 412d475b31..d12df74391 100644
--- a/data/jurisdictions/us/states/ne/counties/platte/index.md
+++ b/data/jurisdictions/us/states/ne/counties/platte/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 298
   hispanic: 8234
   bachelors_plus: 6584
+districts:
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 8234 |
 | Bachelor's or higher | 6584 |
 
+## Districts
+
+- [NE-01](/us/states/ne/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/polk/index.md b/data/jurisdictions/us/states/ne/counties/polk/index.md
index 1f3f697972..86b4906aa9 100644
--- a/data/jurisdictions/us/states/ne/counties/polk/index.md
+++ b/data/jurisdictions/us/states/ne/counties/polk/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 6
   hispanic: 330
   bachelors_plus: 972
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.6556
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 0.3444
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 330 |
 | Bachelor's or higher | 972 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 66% (congressional)
+- [NE-01](/us/states/ne/districts/01.md) — 34% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/red-willow/index.md b/data/jurisdictions/us/states/ne/counties/red-willow/index.md
index 031414d9cf..b768b5b0bd 100644
--- a/data/jurisdictions/us/states/ne/counties/red-willow/index.md
+++ b/data/jurisdictions/us/states/ne/counties/red-willow/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 17
   hispanic: 670
   bachelors_plus: 2306
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 670 |
 | Bachelor's or higher | 2306 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/richardson/index.md b/data/jurisdictions/us/states/ne/counties/richardson/index.md
index f027ebc588..df09092a74 100644
--- a/data/jurisdictions/us/states/ne/counties/richardson/index.md
+++ b/data/jurisdictions/us/states/ne/counties/richardson/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 121
   hispanic: 187
   bachelors_plus: 1704
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 187 |
 | Bachelor's or higher | 1704 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/rock/index.md b/data/jurisdictions/us/states/ne/counties/rock/index.md
index 1b0efd12a2..605d0d389f 100644
--- a/data/jurisdictions/us/states/ne/counties/rock/index.md
+++ b/data/jurisdictions/us/states/ne/counties/rock/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 10
   bachelors_plus: 313
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 10 |
 | Bachelor's or higher | 313 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/saline/index.md b/data/jurisdictions/us/states/ne/counties/saline/index.md
index 9a342c724c..353cfac1b1 100644
--- a/data/jurisdictions/us/states/ne/counties/saline/index.md
+++ b/data/jurisdictions/us/states/ne/counties/saline/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 22
   hispanic: 4321
   bachelors_plus: 2498
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 4321 |
 | Bachelor's or higher | 2498 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/sarpy/index.md b/data/jurisdictions/us/states/ne/counties/sarpy/index.md
index 9f2882b425..1366102710 100644
--- a/data/jurisdictions/us/states/ne/counties/sarpy/index.md
+++ b/data/jurisdictions/us/states/ne/counties/sarpy/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 899
   hispanic: 22804
   bachelors_plus: 74989
+districts:
+  - to: "us/states/ne/districts/02"
+    rel: in-district
+    area_weight: 0.6031
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 0.3964
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 22804 |
 | Bachelor's or higher | 74989 |
 
+## Districts
+
+- [NE-02](/us/states/ne/districts/02.md) — 60% (congressional)
+- [NE-01](/us/states/ne/districts/01.md) — 40% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/saunders/index.md b/data/jurisdictions/us/states/ne/counties/saunders/index.md
index c80c58c7ae..60f6cc41fe 100644
--- a/data/jurisdictions/us/states/ne/counties/saunders/index.md
+++ b/data/jurisdictions/us/states/ne/counties/saunders/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 23
   hispanic: 654
   bachelors_plus: 7030
+districts:
+  - to: "us/states/ne/districts/02"
+    rel: in-district
+    area_weight: 0.998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 654 |
 | Bachelor's or higher | 7030 |
 
+## Districts
+
+- [NE-02](/us/states/ne/districts/02.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/scotts-bluff/index.md b/data/jurisdictions/us/states/ne/counties/scotts-bluff/index.md
index cab54572b3..ac44423392 100644
--- a/data/jurisdictions/us/states/ne/counties/scotts-bluff/index.md
+++ b/data/jurisdictions/us/states/ne/counties/scotts-bluff/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 610
   hispanic: 8551
   bachelors_plus: 8869
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 8551 |
 | Bachelor's or higher | 8869 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/seward/index.md b/data/jurisdictions/us/states/ne/counties/seward/index.md
index 1f2eebb076..7f1ccef7a3 100644
--- a/data/jurisdictions/us/states/ne/counties/seward/index.md
+++ b/data/jurisdictions/us/states/ne/counties/seward/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 71
   hispanic: 532
   bachelors_plus: 4861
+districts:
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 532 |
 | Bachelor's or higher | 4861 |
 
+## Districts
+
+- [NE-01](/us/states/ne/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/sheridan/index.md b/data/jurisdictions/us/states/ne/counties/sheridan/index.md
index 177bf76bdb..aa9698da14 100644
--- a/data/jurisdictions/us/states/ne/counties/sheridan/index.md
+++ b/data/jurisdictions/us/states/ne/counties/sheridan/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 506
   hispanic: 270
   bachelors_plus: 1086
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 270 |
 | Bachelor's or higher | 1086 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/sherman/index.md b/data/jurisdictions/us/states/ne/counties/sherman/index.md
index e944f8172a..2d3915b18d 100644
--- a/data/jurisdictions/us/states/ne/counties/sherman/index.md
+++ b/data/jurisdictions/us/states/ne/counties/sherman/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 4
   hispanic: 84
   bachelors_plus: 584
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 84 |
 | Bachelor's or higher | 584 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/sioux/index.md b/data/jurisdictions/us/states/ne/counties/sioux/index.md
index 26e4357777..fa2d437dd1 100644
--- a/data/jurisdictions/us/states/ne/counties/sioux/index.md
+++ b/data/jurisdictions/us/states/ne/counties/sioux/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 25
   bachelors_plus: 241
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 25 |
 | Bachelor's or higher | 241 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/stanton/index.md b/data/jurisdictions/us/states/ne/counties/stanton/index.md
index 3b41661b72..4a287fbb5e 100644
--- a/data/jurisdictions/us/states/ne/counties/stanton/index.md
+++ b/data/jurisdictions/us/states/ne/counties/stanton/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 2
   hispanic: 406
   bachelors_plus: 1239
+districts:
+  - to: "us/states/ne/districts/01"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 406 |
 | Bachelor's or higher | 1239 |
 
+## Districts
+
+- [NE-01](/us/states/ne/districts/01.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/thayer/index.md b/data/jurisdictions/us/states/ne/counties/thayer/index.md
index 6327306cde..f471f75507 100644
--- a/data/jurisdictions/us/states/ne/counties/thayer/index.md
+++ b/data/jurisdictions/us/states/ne/counties/thayer/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 20
   hispanic: 159
   bachelors_plus: 1089
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 159 |
 | Bachelor's or higher | 1089 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/thomas/index.md b/data/jurisdictions/us/states/ne/counties/thomas/index.md
index b99b997090..04c0334bd1 100644
--- a/data/jurisdictions/us/states/ne/counties/thomas/index.md
+++ b/data/jurisdictions/us/states/ne/counties/thomas/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 28
   bachelors_plus: 167
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 28 |
 | Bachelor's or higher | 167 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/thurston/index.md b/data/jurisdictions/us/states/ne/counties/thurston/index.md
index 7e65778fdc..913b93a065 100644
--- a/data/jurisdictions/us/states/ne/counties/thurston/index.md
+++ b/data/jurisdictions/us/states/ne/counties/thurston/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 3630
   hispanic: 322
   bachelors_plus: 1057
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 322 |
 | Bachelor's or higher | 1057 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/valley/index.md b/data/jurisdictions/us/states/ne/counties/valley/index.md
index 8927c1fd23..8b05e661ac 100644
--- a/data/jurisdictions/us/states/ne/counties/valley/index.md
+++ b/data/jurisdictions/us/states/ne/counties/valley/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 42
   hispanic: 119
   bachelors_plus: 921
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 119 |
 | Bachelor's or higher | 921 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/washington/index.md b/data/jurisdictions/us/states/ne/counties/washington/index.md
index 19da39ed8a..fbdd4595fb 100644
--- a/data/jurisdictions/us/states/ne/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ne/counties/washington/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 51
   hispanic: 702
   bachelors_plus: 6970
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 702 |
 | Bachelor's or higher | 6970 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/wayne/index.md b/data/jurisdictions/us/states/ne/counties/wayne/index.md
index 1880735536..21e0585531 100644
--- a/data/jurisdictions/us/states/ne/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/ne/counties/wayne/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 90
   hispanic: 1012
   bachelors_plus: 2255
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 1012 |
 | Bachelor's or higher | 2255 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/webster/index.md b/data/jurisdictions/us/states/ne/counties/webster/index.md
index e19e6fd835..1d477a82d3 100644
--- a/data/jurisdictions/us/states/ne/counties/webster/index.md
+++ b/data/jurisdictions/us/states/ne/counties/webster/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 7
   hispanic: 196
   bachelors_plus: 682
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 196 |
 | Bachelor's or higher | 682 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/wheeler/index.md b/data/jurisdictions/us/states/ne/counties/wheeler/index.md
index 98a96250d4..835673860b 100644
--- a/data/jurisdictions/us/states/ne/counties/wheeler/index.md
+++ b/data/jurisdictions/us/states/ne/counties/wheeler/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 0
   hispanic: 32
   bachelors_plus: 262
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 32 |
 | Bachelor's or higher | 262 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/counties/york/index.md b/data/jurisdictions/us/states/ne/counties/york/index.md
index c67771f7a4..db1e2c3ee4 100644
--- a/data/jurisdictions/us/states/ne/counties/york/index.md
+++ b/data/jurisdictions/us/states/ne/counties/york/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 98
   hispanic: 884
   bachelors_plus: 3300
+districts:
+  - to: "us/states/ne/districts/03"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ne]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 884 |
 | Bachelor's or higher | 3300 |
 
+## Districts
+
+- [NE-03](/us/states/ne/districts/03.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ne/districts/01.md b/data/jurisdictions/us/states/ne/districts/01.md
index a83dcff2e5..b3c4c7ba2c 100644
--- a/data/jurisdictions/us/states/ne/districts/01.md
+++ b/data/jurisdictions/us/states/ne/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 163226
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ne]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ne/districts/02.md b/data/jurisdictions/us/states/ne/districts/02.md
index 811f1c9941..a99a587bef 100644
--- a/data/jurisdictions/us/states/ne/districts/02.md
+++ b/data/jurisdictions/us/states/ne/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 191861
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ne]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ne/districts/03.md b/data/jurisdictions/us/states/ne/districts/03.md
index 43bbbe7c5c..0ebfa326cc 100644
--- a/data/jurisdictions/us/states/ne/districts/03.md
+++ b/data/jurisdictions/us/states/ne/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 114057
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ne]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nh/counties/belknap/index.md b/data/jurisdictions/us/states/nh/counties/belknap/index.md
index cf3bbdc95e..bda1a04e48 100644
--- a/data/jurisdictions/us/states/nh/counties/belknap/index.md
+++ b/data/jurisdictions/us/states/nh/counties/belknap/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 20
   hispanic: 1467
   bachelors_plus: 23017
+districts:
+  - to: "us/states/nh/districts/01"
+    rel: in-district
+    area_weight: 0.8826
+  - to: "us/states/nh/districts/02"
+    rel: in-district
+    area_weight: 0.1174
+  - to: "us/states/nh/districts/senate/2"
+    rel: in-district
+    area_weight: 0.5753
+  - to: "us/states/nh/districts/senate/6"
+    rel: in-district
+    area_weight: 0.3036
+  - to: "us/states/nh/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0953
+  - to: "us/states/nh/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0255
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nh]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1467 |
 | Bachelor's or higher | 23017 |
 
+## Districts
+
+- [NH-01](/us/states/nh/districts/01.md) — 88% (congressional)
+- [NH-02](/us/states/nh/districts/02.md) — 12% (congressional)
+- [NH Senate District 2](/us/states/nh/districts/senate/2.md) — 58% (state senate)
+- [NH Senate District 6](/us/states/nh/districts/senate/6.md) — 30% (state senate)
+- [NH Senate District 17](/us/states/nh/districts/senate/17.md) — 10% (state senate)
+- [NH Senate District 7](/us/states/nh/districts/senate/7.md) — 3% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nh/counties/carroll/index.md b/data/jurisdictions/us/states/nh/counties/carroll/index.md
index 6340c5ac26..35c2d3485c 100644
--- a/data/jurisdictions/us/states/nh/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/nh/counties/carroll/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 219
   hispanic: 909
   bachelors_plus: 22713
+districts:
+  - to: "us/states/nh/districts/01"
+    rel: in-district
+    area_weight: 0.7596
+  - to: "us/states/nh/districts/02"
+    rel: in-district
+    area_weight: 0.2401
+  - to: "us/states/nh/districts/senate/3"
+    rel: in-district
+    area_weight: 0.905
+  - to: "us/states/nh/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0947
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 909 |
 | Bachelor's or higher | 22713 |
 
+## Districts
+
+- [NH-01](/us/states/nh/districts/01.md) — 76% (congressional)
+- [NH-02](/us/states/nh/districts/02.md) — 24% (congressional)
+- [NH Senate District 3](/us/states/nh/districts/senate/3.md) — 90% (state senate)
+- [NH Senate District 2](/us/states/nh/districts/senate/2.md) — 9% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nh/counties/cheshire/index.md b/data/jurisdictions/us/states/nh/counties/cheshire/index.md
index b0c0f5f743..282ab971e0 100644
--- a/data/jurisdictions/us/states/nh/counties/cheshire/index.md
+++ b/data/jurisdictions/us/states/nh/counties/cheshire/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 65
   hispanic: 2010
   bachelors_plus: 27632
+districts:
+  - to: "us/states/nh/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nh/districts/senate/10"
+    rel: in-district
+    area_weight: 0.5259
+  - to: "us/states/nh/districts/senate/9"
+    rel: in-district
+    area_weight: 0.2868
+  - to: "us/states/nh/districts/senate/8"
+    rel: in-district
+    area_weight: 0.1323
+  - to: "us/states/nh/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0545
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2010 |
 | Bachelor's or higher | 27632 |
 
+## Districts
+
+- [NH-02](/us/states/nh/districts/02.md) — 100% (congressional)
+- [NH Senate District 10](/us/states/nh/districts/senate/10.md) — 53% (state senate)
+- [NH Senate District 9](/us/states/nh/districts/senate/9.md) — 29% (state senate)
+- [NH Senate District 8](/us/states/nh/districts/senate/8.md) — 13% (state senate)
+- [NH Senate District 12](/us/states/nh/districts/senate/12.md) — 5% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nh/counties/coos/index.md b/data/jurisdictions/us/states/nh/counties/coos/index.md
index 952f453f8f..e59bcdf322 100644
--- a/data/jurisdictions/us/states/nh/counties/coos/index.md
+++ b/data/jurisdictions/us/states/nh/counties/coos/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 64
   hispanic: 741
   bachelors_plus: 6586
+districts:
+  - to: "us/states/nh/districts/02"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/nh/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9128
+  - to: "us/states/nh/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0865
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 741 |
 | Bachelor's or higher | 6586 |
 
+## Districts
+
+- [NH-02](/us/states/nh/districts/02.md) — 100% (congressional)
+- [NH Senate District 1](/us/states/nh/districts/senate/1.md) — 91% (state senate)
+- [NH Senate District 3](/us/states/nh/districts/senate/3.md) — 9% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nh/counties/grafton/index.md b/data/jurisdictions/us/states/nh/counties/grafton/index.md
index 867abf6910..9d7437c05e 100644
--- a/data/jurisdictions/us/states/nh/counties/grafton/index.md
+++ b/data/jurisdictions/us/states/nh/counties/grafton/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 211
   hispanic: 2679
   bachelors_plus: 47331
+districts:
+  - to: "us/states/nh/districts/02"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/nh/districts/senate/1"
+    rel: in-district
+    area_weight: 0.4117
+  - to: "us/states/nh/districts/senate/5"
+    rel: in-district
+    area_weight: 0.2559
+  - to: "us/states/nh/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1485
+  - to: "us/states/nh/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0976
+  - to: "us/states/nh/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0862
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nh]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2679 |
 | Bachelor's or higher | 47331 |
 
+## Districts
+
+- [NH-02](/us/states/nh/districts/02.md) — 100% (congressional)
+- [NH Senate District 1](/us/states/nh/districts/senate/1.md) — 41% (state senate)
+- [NH Senate District 5](/us/states/nh/districts/senate/5.md) — 26% (state senate)
+- [NH Senate District 3](/us/states/nh/districts/senate/3.md) — 15% (state senate)
+- [NH Senate District 7](/us/states/nh/districts/senate/7.md) — 10% (state senate)
+- [NH Senate District 2](/us/states/nh/districts/senate/2.md) — 9% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nh/counties/hillsborough/index.md b/data/jurisdictions/us/states/nh/counties/hillsborough/index.md
index abf8752416..1daae01849 100644
--- a/data/jurisdictions/us/states/nh/counties/hillsborough/index.md
+++ b/data/jurisdictions/us/states/nh/counties/hillsborough/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 598
   hispanic: 36414
   bachelors_plus: 177449
+districts:
+  - to: "us/states/nh/districts/02"
+    rel: in-district
+    area_weight: 0.8441
+  - to: "us/states/nh/districts/01"
+    rel: in-district
+    area_weight: 0.1556
+  - to: "us/states/nh/districts/senate/9"
+    rel: in-district
+    area_weight: 0.2113
+  - to: "us/states/nh/districts/senate/8"
+    rel: in-district
+    area_weight: 0.2002
+  - to: "us/states/nh/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1483
+  - to: "us/states/nh/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1333
+  - to: "us/states/nh/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0781
+  - to: "us/states/nh/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0504
+  - to: "us/states/nh/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0458
+  - to: "us/states/nh/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0377
+  - to: "us/states/nh/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0327
+  - to: "us/states/nh/districts/senate/22"
+    rel: in-district
+    area_weight: 0.03
+  - to: "us/states/nh/districts/senate/13"
+    rel: in-district
+    area_weight: 0.017
+  - to: "us/states/nh/districts/senate/20"
+    rel: in-district
+    area_weight: 0.015
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nh]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 36414 |
 | Bachelor's or higher | 177449 |
 
+## Districts
+
+- [NH-02](/us/states/nh/districts/02.md) — 84% (congressional)
+- [NH-01](/us/states/nh/districts/01.md) — 16% (congressional)
+- [NH Senate District 9](/us/states/nh/districts/senate/9.md) — 21% (state senate)
+- [NH Senate District 8](/us/states/nh/districts/senate/8.md) — 20% (state senate)
+- [NH Senate District 12](/us/states/nh/districts/senate/12.md) — 15% (state senate)
+- [NH Senate District 11](/us/states/nh/districts/senate/11.md) — 13% (state senate)
+- [NH Senate District 10](/us/states/nh/districts/senate/10.md) — 8% (state senate)
+- [NH Senate District 7](/us/states/nh/districts/senate/7.md) — 5% (state senate)
+- [NH Senate District 16](/us/states/nh/districts/senate/16.md) — 5% (state senate)
+- [NH Senate District 18](/us/states/nh/districts/senate/18.md) — 4% (state senate)
+- [NH Senate District 14](/us/states/nh/districts/senate/14.md) — 3% (state senate)
+- [NH Senate District 22](/us/states/nh/districts/senate/22.md) — 3% (state senate)
+- [NH Senate District 13](/us/states/nh/districts/senate/13.md) — 2% (state senate)
+- [NH Senate District 20](/us/states/nh/districts/senate/20.md) — 2% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nh/counties/merrimack/index.md b/data/jurisdictions/us/states/nh/counties/merrimack/index.md
index ac9f2be17c..2864a7dd31 100644
--- a/data/jurisdictions/us/states/nh/counties/merrimack/index.md
+++ b/data/jurisdictions/us/states/nh/counties/merrimack/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 259
   hispanic: 4277
   bachelors_plus: 62436
+districts:
+  - to: "us/states/nh/districts/02"
+    rel: in-district
+    area_weight: 0.96
+  - to: "us/states/nh/districts/01"
+    rel: in-district
+    area_weight: 0.04
+  - to: "us/states/nh/districts/senate/7"
+    rel: in-district
+    area_weight: 0.4992
+  - to: "us/states/nh/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2553
+  - to: "us/states/nh/districts/senate/15"
+    rel: in-district
+    area_weight: 0.1472
+  - to: "us/states/nh/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0387
+  - to: "us/states/nh/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0327
+  - to: "us/states/nh/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0268
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nh]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 4277 |
 | Bachelor's or higher | 62436 |
 
+## Districts
+
+- [NH-02](/us/states/nh/districts/02.md) — 96% (congressional)
+- [NH-01](/us/states/nh/districts/01.md) — 4% (congressional)
+- [NH Senate District 7](/us/states/nh/districts/senate/7.md) — 50% (state senate)
+- [NH Senate District 17](/us/states/nh/districts/senate/17.md) — 26% (state senate)
+- [NH Senate District 15](/us/states/nh/districts/senate/15.md) — 15% (state senate)
+- [NH Senate District 16](/us/states/nh/districts/senate/16.md) — 4% (state senate)
+- [NH Senate District 8](/us/states/nh/districts/senate/8.md) — 3% (state senate)
+- [NH Senate District 5](/us/states/nh/districts/senate/5.md) — 3% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nh/counties/rockingham/index.md b/data/jurisdictions/us/states/nh/counties/rockingham/index.md
index 1f16ff296d..97a4428e6f 100644
--- a/data/jurisdictions/us/states/nh/counties/rockingham/index.md
+++ b/data/jurisdictions/us/states/nh/counties/rockingham/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 469
   hispanic: 11727
   bachelors_plus: 149644
+districts:
+  - to: "us/states/nh/districts/01"
+    rel: in-district
+    area_weight: 0.7274
+  - to: "us/states/nh/districts/02"
+    rel: in-district
+    area_weight: 0.1856
+  - to: "us/states/nh/districts/senate/23"
+    rel: in-district
+    area_weight: 0.2305
+  - to: "us/states/nh/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1648
+  - to: "us/states/nh/districts/senate/24"
+    rel: in-district
+    area_weight: 0.1292
+  - to: "us/states/nh/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0981
+  - to: "us/states/nh/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0891
+  - to: "us/states/nh/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0758
+  - to: "us/states/nh/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0661
+  - to: "us/states/nh/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0599
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nh]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11727 |
 | Bachelor's or higher | 149644 |
 
+## Districts
+
+- [NH-01](/us/states/nh/districts/01.md) — 73% (congressional)
+- [NH-02](/us/states/nh/districts/02.md) — 19% (congressional)
+- [NH Senate District 23](/us/states/nh/districts/senate/23.md) — 23% (state senate)
+- [NH Senate District 17](/us/states/nh/districts/senate/17.md) — 16% (state senate)
+- [NH Senate District 24](/us/states/nh/districts/senate/24.md) — 13% (state senate)
+- [NH Senate District 19](/us/states/nh/districts/senate/19.md) — 10% (state senate)
+- [NH Senate District 14](/us/states/nh/districts/senate/14.md) — 9% (state senate)
+- [NH Senate District 16](/us/states/nh/districts/senate/16.md) — 8% (state senate)
+- [NH Senate District 21](/us/states/nh/districts/senate/21.md) — 7% (state senate)
+- [NH Senate District 22](/us/states/nh/districts/senate/22.md) — 6% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nh/counties/strafford/index.md b/data/jurisdictions/us/states/nh/counties/strafford/index.md
index 60f97b3d42..8619a4e5cb 100644
--- a/data/jurisdictions/us/states/nh/counties/strafford/index.md
+++ b/data/jurisdictions/us/states/nh/counties/strafford/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 34
   hispanic: 4248
   bachelors_plus: 48215
+districts:
+  - to: "us/states/nh/districts/01"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/nh/districts/senate/6"
+    rel: in-district
+    area_weight: 0.4636
+  - to: "us/states/nh/districts/senate/4"
+    rel: in-district
+    area_weight: 0.2481
+  - to: "us/states/nh/districts/senate/21"
+    rel: in-district
+    area_weight: 0.149
+  - to: "us/states/nh/districts/senate/3"
+    rel: in-district
+    area_weight: 0.138
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 4248 |
 | Bachelor's or higher | 48215 |
 
+## Districts
+
+- [NH-01](/us/states/nh/districts/01.md) — 100% (congressional)
+- [NH Senate District 6](/us/states/nh/districts/senate/6.md) — 46% (state senate)
+- [NH Senate District 4](/us/states/nh/districts/senate/4.md) — 25% (state senate)
+- [NH Senate District 21](/us/states/nh/districts/senate/21.md) — 15% (state senate)
+- [NH Senate District 3](/us/states/nh/districts/senate/3.md) — 14% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nh/counties/sullivan/index.md b/data/jurisdictions/us/states/nh/counties/sullivan/index.md
index 13dfd29aa9..93c225e2fe 100644
--- a/data/jurisdictions/us/states/nh/counties/sullivan/index.md
+++ b/data/jurisdictions/us/states/nh/counties/sullivan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 21
   hispanic: 911
   bachelors_plus: 13834
+districts:
+  - to: "us/states/nh/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nh/districts/senate/8"
+    rel: in-district
+    area_weight: 0.6537
+  - to: "us/states/nh/districts/senate/5"
+    rel: in-district
+    area_weight: 0.3051
+  - to: "us/states/nh/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0408
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 911 |
 | Bachelor's or higher | 13834 |
 
+## Districts
+
+- [NH-02](/us/states/nh/districts/02.md) — 100% (congressional)
+- [NH Senate District 8](/us/states/nh/districts/senate/8.md) — 65% (state senate)
+- [NH Senate District 5](/us/states/nh/districts/senate/5.md) — 31% (state senate)
+- [NH Senate District 7](/us/states/nh/districts/senate/7.md) — 4% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nh/districts/01.md b/data/jurisdictions/us/states/nh/districts/01.md
index 0f6eddec41..81313fc052 100644
--- a/data/jurisdictions/us/states/nh/districts/01.md
+++ b/data/jurisdictions/us/states/nh/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 224656
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nh/districts/02.md b/data/jurisdictions/us/states/nh/districts/02.md
index dd8a8aee51..fa6100a741 100644
--- a/data/jurisdictions/us/states/nh/districts/02.md
+++ b/data/jurisdictions/us/states/nh/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 206319
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nh/districts/house/belknap-1.md b/data/jurisdictions/us/states/nh/districts/house/belknap-1.md
new file mode 100644
index 0000000000..eca6a5b87c
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/belknap-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Belknap 1"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Belknap 1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Belknap 1
+
+State House district Belknap 1 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/belknap-2.md b/data/jurisdictions/us/states/nh/districts/house/belknap-2.md
new file mode 100644
index 0000000000..7cc779ee42
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/belknap-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Belknap 2"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Belknap 2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Belknap 2
+
+State House district Belknap 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/belknap-3.md b/data/jurisdictions/us/states/nh/districts/house/belknap-3.md
new file mode 100644
index 0000000000..d38c3dd37b
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/belknap-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Belknap 3"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Belknap 3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Belknap 3
+
+State House district Belknap 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/belknap-4.md b/data/jurisdictions/us/states/nh/districts/house/belknap-4.md
new file mode 100644
index 0000000000..2887d7cc91
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/belknap-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Belknap 4"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Belknap 4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Belknap 4
+
+State House district Belknap 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/belknap-5.md b/data/jurisdictions/us/states/nh/districts/house/belknap-5.md
new file mode 100644
index 0000000000..ba6ef35359
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/belknap-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Belknap 5"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Belknap 5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Belknap 5
+
+State House district Belknap 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/belknap-6.md b/data/jurisdictions/us/states/nh/districts/house/belknap-6.md
new file mode 100644
index 0000000000..757c3de6ac
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/belknap-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Belknap 6"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Belknap 6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Belknap 6
+
+State House district Belknap 6 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/belknap-7.md b/data/jurisdictions/us/states/nh/districts/house/belknap-7.md
new file mode 100644
index 0000000000..438d29288a
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/belknap-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Belknap 7"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Belknap 7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Belknap 7
+
+State House district Belknap 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/belknap-8.md b/data/jurisdictions/us/states/nh/districts/house/belknap-8.md
new file mode 100644
index 0000000000..ae4a52a252
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/belknap-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Belknap 8"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Belknap 8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Belknap 8
+
+State House district Belknap 8 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/carroll-1.md b/data/jurisdictions/us/states/nh/districts/house/carroll-1.md
new file mode 100644
index 0000000000..50476fdb40
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/carroll-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Carroll 1"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Carroll 1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Carroll 1
+
+State House district Carroll 1 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/carroll-2.md b/data/jurisdictions/us/states/nh/districts/house/carroll-2.md
new file mode 100644
index 0000000000..f996c45bf4
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/carroll-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Carroll 2"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Carroll 2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Carroll 2
+
+State House district Carroll 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/carroll-3.md b/data/jurisdictions/us/states/nh/districts/house/carroll-3.md
new file mode 100644
index 0000000000..6ddc3cb485
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/carroll-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Carroll 3"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Carroll 3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Carroll 3
+
+State House district Carroll 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/carroll-4.md b/data/jurisdictions/us/states/nh/districts/house/carroll-4.md
new file mode 100644
index 0000000000..894a312562
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/carroll-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Carroll 4"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Carroll 4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Carroll 4
+
+State House district Carroll 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/carroll-5.md b/data/jurisdictions/us/states/nh/districts/house/carroll-5.md
new file mode 100644
index 0000000000..bcf30f6462
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/carroll-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Carroll 5"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Carroll 5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Carroll 5
+
+State House district Carroll 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/carroll-6.md b/data/jurisdictions/us/states/nh/districts/house/carroll-6.md
new file mode 100644
index 0000000000..46ad120cdc
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/carroll-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Carroll 6"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Carroll 6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Carroll 6
+
+State House district Carroll 6 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/carroll-7.md b/data/jurisdictions/us/states/nh/districts/house/carroll-7.md
new file mode 100644
index 0000000000..920c520ae1
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/carroll-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Carroll 7"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Carroll 7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Carroll 7
+
+State House district Carroll 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/carroll-8.md b/data/jurisdictions/us/states/nh/districts/house/carroll-8.md
new file mode 100644
index 0000000000..76a8ea6b07
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/carroll-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Carroll 8"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Carroll 8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Carroll 8
+
+State House district Carroll 8 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-10.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-10.md
new file mode 100644
index 0000000000..66c11396a5
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 10"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 10
+
+State House district Cheshire 10 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-11.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-11.md
new file mode 100644
index 0000000000..7e3a92e069
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 11"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 11
+
+State House district Cheshire 11 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-12.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-12.md
new file mode 100644
index 0000000000..4ab632234d
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 12"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 12
+
+State House district Cheshire 12 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-13.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-13.md
new file mode 100644
index 0000000000..d5812a7a7c
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 13"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 13
+
+State House district Cheshire 13 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-14.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-14.md
new file mode 100644
index 0000000000..a59c697425
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 14"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 14
+
+State House district Cheshire 14 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-15.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-15.md
new file mode 100644
index 0000000000..813a5f2c1d
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 15"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 15
+
+State House district Cheshire 15 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-16.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-16.md
new file mode 100644
index 0000000000..bd76d98601
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 16"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 16
+
+State House district Cheshire 16 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-17.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-17.md
new file mode 100644
index 0000000000..c93386034f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 17"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 17
+
+State House district Cheshire 17 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-18.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-18.md
new file mode 100644
index 0000000000..48cc8ee60b
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 18"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 18
+
+State House district Cheshire 18 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-2.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-2.md
new file mode 100644
index 0000000000..9865fcc7ea
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 2"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 2
+
+State House district Cheshire 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-3.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-3.md
new file mode 100644
index 0000000000..d400020fba
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 3"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 3
+
+State House district Cheshire 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-4.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-4.md
new file mode 100644
index 0000000000..ce0f76d8f4
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 4"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 4
+
+State House district Cheshire 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-5.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-5.md
new file mode 100644
index 0000000000..7411f775a5
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 5"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 5
+
+State House district Cheshire 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-6.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-6.md
new file mode 100644
index 0000000000..1b660aa1e9
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 6"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 6
+
+State House district Cheshire 6 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-7.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-7.md
new file mode 100644
index 0000000000..115b922167
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 7"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 7
+
+State House district Cheshire 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-8.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-8.md
new file mode 100644
index 0000000000..cbcf9e7892
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 8"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 8
+
+State House district Cheshire 8 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/cheshire-9.md b/data/jurisdictions/us/states/nh/districts/house/cheshire-9.md
new file mode 100644
index 0000000000..8eb6e1de97
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/cheshire-9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Cheshire 9"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Cheshire 9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Cheshire 9
+
+State House district Cheshire 9 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/coos-1.md b/data/jurisdictions/us/states/nh/districts/house/coos-1.md
new file mode 100644
index 0000000000..63f72a358a
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/coos-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Coos 1"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Coos 1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Coos 1
+
+State House district Coos 1 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/coos-2.md b/data/jurisdictions/us/states/nh/districts/house/coos-2.md
new file mode 100644
index 0000000000..abc9768092
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/coos-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Coos 2"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Coos 2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Coos 2
+
+State House district Coos 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/coos-3.md b/data/jurisdictions/us/states/nh/districts/house/coos-3.md
new file mode 100644
index 0000000000..ee45b1b968
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/coos-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Coos 3"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Coos 3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Coos 3
+
+State House district Coos 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/coos-4.md b/data/jurisdictions/us/states/nh/districts/house/coos-4.md
new file mode 100644
index 0000000000..5e43575cd7
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/coos-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Coos 4"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Coos 4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Coos 4
+
+State House district Coos 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/coos-5.md b/data/jurisdictions/us/states/nh/districts/house/coos-5.md
new file mode 100644
index 0000000000..871889304f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/coos-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Coos 5"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Coos 5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Coos 5
+
+State House district Coos 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/coos-7.md b/data/jurisdictions/us/states/nh/districts/house/coos-7.md
new file mode 100644
index 0000000000..f2387306d7
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/coos-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Coos 7"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Coos 7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Coos 7
+
+State House district Coos 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-1.md b/data/jurisdictions/us/states/nh/districts/house/grafton-1.md
new file mode 100644
index 0000000000..5c7e0379e4
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 1"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 1
+
+State House district Grafton 1 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-10.md b/data/jurisdictions/us/states/nh/districts/house/grafton-10.md
new file mode 100644
index 0000000000..3a911874b3
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 10"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 10
+
+State House district Grafton 10 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-11.md b/data/jurisdictions/us/states/nh/districts/house/grafton-11.md
new file mode 100644
index 0000000000..4d050c437e
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 11"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 11
+
+State House district Grafton 11 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-12.md b/data/jurisdictions/us/states/nh/districts/house/grafton-12.md
new file mode 100644
index 0000000000..e6bcfb01d3
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 12"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 12
+
+State House district Grafton 12 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-13.md b/data/jurisdictions/us/states/nh/districts/house/grafton-13.md
new file mode 100644
index 0000000000..0f5dd3675e
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 13"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 13
+
+State House district Grafton 13 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-14.md b/data/jurisdictions/us/states/nh/districts/house/grafton-14.md
new file mode 100644
index 0000000000..70e44ec102
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 14"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 14
+
+State House district Grafton 14 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-15.md b/data/jurisdictions/us/states/nh/districts/house/grafton-15.md
new file mode 100644
index 0000000000..ceb92cb0e1
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 15"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 15
+
+State House district Grafton 15 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-16.md b/data/jurisdictions/us/states/nh/districts/house/grafton-16.md
new file mode 100644
index 0000000000..316200a476
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 16"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 16
+
+State House district Grafton 16 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-17.md b/data/jurisdictions/us/states/nh/districts/house/grafton-17.md
new file mode 100644
index 0000000000..07c28d7611
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 17"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 17
+
+State House district Grafton 17 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-18.md b/data/jurisdictions/us/states/nh/districts/house/grafton-18.md
new file mode 100644
index 0000000000..a963b38900
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 18"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 18
+
+State House district Grafton 18 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-2.md b/data/jurisdictions/us/states/nh/districts/house/grafton-2.md
new file mode 100644
index 0000000000..204bf2e48a
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 2"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 2
+
+State House district Grafton 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-3.md b/data/jurisdictions/us/states/nh/districts/house/grafton-3.md
new file mode 100644
index 0000000000..d1e3ddf794
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 3"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 3
+
+State House district Grafton 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-4.md b/data/jurisdictions/us/states/nh/districts/house/grafton-4.md
new file mode 100644
index 0000000000..b8200e5ca7
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 4"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 4
+
+State House district Grafton 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-5.md b/data/jurisdictions/us/states/nh/districts/house/grafton-5.md
new file mode 100644
index 0000000000..a6347f15d4
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 5"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 5
+
+State House district Grafton 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-6.md b/data/jurisdictions/us/states/nh/districts/house/grafton-6.md
new file mode 100644
index 0000000000..a3b835942c
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 6"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 6
+
+State House district Grafton 6 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-7.md b/data/jurisdictions/us/states/nh/districts/house/grafton-7.md
new file mode 100644
index 0000000000..9480a2b793
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 7"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 7
+
+State House district Grafton 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-8.md b/data/jurisdictions/us/states/nh/districts/house/grafton-8.md
new file mode 100644
index 0000000000..b2ab75e2e1
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 8"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 8
+
+State House district Grafton 8 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/grafton-9.md b/data/jurisdictions/us/states/nh/districts/house/grafton-9.md
new file mode 100644
index 0000000000..26dcedf4ab
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/grafton-9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Grafton 9"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Grafton 9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Grafton 9
+
+State House district Grafton 9 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-1.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-1.md
new file mode 100644
index 0000000000..5758f11554
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 1"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 1
+
+State House district Hillsborough 1 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-10.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-10.md
new file mode 100644
index 0000000000..12cba1d31d
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 10"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 10
+
+State House district Hillsborough 10 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-11.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-11.md
new file mode 100644
index 0000000000..4b06e08916
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 11"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 11
+
+State House district Hillsborough 11 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-12.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-12.md
new file mode 100644
index 0000000000..13fcb89974
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 12"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 12
+
+State House district Hillsborough 12 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-13.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-13.md
new file mode 100644
index 0000000000..a5885b8f41
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 13"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 13
+
+State House district Hillsborough 13 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-14.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-14.md
new file mode 100644
index 0000000000..3296a5821f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 14"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 14
+
+State House district Hillsborough 14 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-15.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-15.md
new file mode 100644
index 0000000000..8e035a5dce
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 15"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 15
+
+State House district Hillsborough 15 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-16.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-16.md
new file mode 100644
index 0000000000..58ae40dc99
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 16"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 16
+
+State House district Hillsborough 16 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-17.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-17.md
new file mode 100644
index 0000000000..9c5b5e3832
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 17"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 17
+
+State House district Hillsborough 17 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-18.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-18.md
new file mode 100644
index 0000000000..200b153938
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 18"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 18
+
+State House district Hillsborough 18 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-19.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-19.md
new file mode 100644
index 0000000000..a074586759
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 19"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 19
+
+State House district Hillsborough 19 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-2.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-2.md
new file mode 100644
index 0000000000..6fefe46090
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 2"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 2
+
+State House district Hillsborough 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-20.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-20.md
new file mode 100644
index 0000000000..0e195c9104
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 20"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 20
+
+State House district Hillsborough 20 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-21.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-21.md
new file mode 100644
index 0000000000..2fb7b51e1a
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 21"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 21
+
+State House district Hillsborough 21 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-22.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-22.md
new file mode 100644
index 0000000000..e55d0ee8f9
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 22"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 22
+
+State House district Hillsborough 22 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-23.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-23.md
new file mode 100644
index 0000000000..0474dbb7d5
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 23"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 23
+
+State House district Hillsborough 23 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-24.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-24.md
new file mode 100644
index 0000000000..b62143cdff
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 24"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 24
+
+State House district Hillsborough 24 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-25.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-25.md
new file mode 100644
index 0000000000..21bdd9ac39
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 25"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 25
+
+State House district Hillsborough 25 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-26.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-26.md
new file mode 100644
index 0000000000..2f845f1e51
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 26"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 26
+
+State House district Hillsborough 26 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-27.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-27.md
new file mode 100644
index 0000000000..4c4948e577
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 27"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 27
+
+State House district Hillsborough 27 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-28.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-28.md
new file mode 100644
index 0000000000..592416dfe9
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 28"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 28
+
+State House district Hillsborough 28 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-29.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-29.md
new file mode 100644
index 0000000000..c5ce41583b
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 29"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 29
+
+State House district Hillsborough 29 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-3.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-3.md
new file mode 100644
index 0000000000..610dd2a5c1
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 3"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 3
+
+State House district Hillsborough 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-30.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-30.md
new file mode 100644
index 0000000000..bd12a173a8
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 30"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 30
+
+State House district Hillsborough 30 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-31.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-31.md
new file mode 100644
index 0000000000..9bc9d19f98
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 31"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 31
+
+State House district Hillsborough 31 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-32.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-32.md
new file mode 100644
index 0000000000..25bb5d42ac
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 32"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 32
+
+State House district Hillsborough 32 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-33.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-33.md
new file mode 100644
index 0000000000..0091ce25f9
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 33"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 33
+
+State House district Hillsborough 33 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-34.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-34.md
new file mode 100644
index 0000000000..adbf8cb789
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 34"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 34
+
+State House district Hillsborough 34 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-35.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-35.md
new file mode 100644
index 0000000000..8cc57a2b7f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 35"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 35
+
+State House district Hillsborough 35 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-36.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-36.md
new file mode 100644
index 0000000000..56fe589b6c
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 36"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 36
+
+State House district Hillsborough 36 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-37.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-37.md
new file mode 100644
index 0000000000..8d702d782d
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 37"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 37
+
+State House district Hillsborough 37 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-38.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-38.md
new file mode 100644
index 0000000000..3d37e4f296
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 38"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 38
+
+State House district Hillsborough 38 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-39.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-39.md
new file mode 100644
index 0000000000..ab1c846f53
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 39"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 39
+
+State House district Hillsborough 39 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-4.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-4.md
new file mode 100644
index 0000000000..75f51920a5
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 4"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 4
+
+State House district Hillsborough 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-40.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-40.md
new file mode 100644
index 0000000000..59ecee7b49
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 40"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 40
+
+State House district Hillsborough 40 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-41.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-41.md
new file mode 100644
index 0000000000..446d583770
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 41"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 41
+
+State House district Hillsborough 41 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-42.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-42.md
new file mode 100644
index 0000000000..545c8f65e7
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 42"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 42
+
+State House district Hillsborough 42 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-43.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-43.md
new file mode 100644
index 0000000000..e990673cc5
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 43"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 43
+
+State House district Hillsborough 43 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-44.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-44.md
new file mode 100644
index 0000000000..d0b899e3a0
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 44"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 44
+
+State House district Hillsborough 44 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-45.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-45.md
new file mode 100644
index 0000000000..d96ff98e9a
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 45"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 45
+
+State House district Hillsborough 45 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-5.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-5.md
new file mode 100644
index 0000000000..d9eb32fc3b
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 5"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 5
+
+State House district Hillsborough 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-6.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-6.md
new file mode 100644
index 0000000000..70bebae82b
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 6"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 6
+
+State House district Hillsborough 6 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-7.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-7.md
new file mode 100644
index 0000000000..24cd553ee6
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 7"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 7
+
+State House district Hillsborough 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-8.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-8.md
new file mode 100644
index 0000000000..be33154bab
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 8"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 8
+
+State House district Hillsborough 8 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/hillsborough-9.md b/data/jurisdictions/us/states/nh/districts/house/hillsborough-9.md
new file mode 100644
index 0000000000..8b863e5216
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/hillsborough-9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Hillsborough 9"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Hillsborough 9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Hillsborough 9
+
+State House district Hillsborough 9 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-1.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-1.md
new file mode 100644
index 0000000000..5e685f42e1
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 1"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 1
+
+State House district Merrimack 1 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-10.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-10.md
new file mode 100644
index 0000000000..b2bdf583f2
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 10"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 10
+
+State House district Merrimack 10 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-11.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-11.md
new file mode 100644
index 0000000000..e21a6721ea
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 11"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 11
+
+State House district Merrimack 11 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-12.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-12.md
new file mode 100644
index 0000000000..e0de6755bd
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 12"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 12
+
+State House district Merrimack 12 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-13.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-13.md
new file mode 100644
index 0000000000..657916bfa0
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 13"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 13
+
+State House district Merrimack 13 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-14.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-14.md
new file mode 100644
index 0000000000..1a4381aee6
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 14"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 14
+
+State House district Merrimack 14 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-15.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-15.md
new file mode 100644
index 0000000000..ca3bcb9997
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 15"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 15
+
+State House district Merrimack 15 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-16.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-16.md
new file mode 100644
index 0000000000..d77758ac1e
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 16"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 16
+
+State House district Merrimack 16 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-17.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-17.md
new file mode 100644
index 0000000000..2dd7762050
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 17"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 17
+
+State House district Merrimack 17 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-18.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-18.md
new file mode 100644
index 0000000000..e5aec0ccee
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 18"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 18
+
+State House district Merrimack 18 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-19.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-19.md
new file mode 100644
index 0000000000..e6726fe91f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 19"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 19
+
+State House district Merrimack 19 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-2.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-2.md
new file mode 100644
index 0000000000..35bfee3b9a
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 2"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 2
+
+State House district Merrimack 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-20.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-20.md
new file mode 100644
index 0000000000..0593253d58
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 20"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 20
+
+State House district Merrimack 20 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-21.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-21.md
new file mode 100644
index 0000000000..b05b2e025f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 21"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 21
+
+State House district Merrimack 21 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-22.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-22.md
new file mode 100644
index 0000000000..c0daa53a4b
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 22"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 22
+
+State House district Merrimack 22 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-23.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-23.md
new file mode 100644
index 0000000000..706b5d3c7e
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 23"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 23
+
+State House district Merrimack 23 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-24.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-24.md
new file mode 100644
index 0000000000..6fc628dc6e
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 24"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 24
+
+State House district Merrimack 24 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-25.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-25.md
new file mode 100644
index 0000000000..3756458a30
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 25"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 25
+
+State House district Merrimack 25 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-26.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-26.md
new file mode 100644
index 0000000000..5c13ab7b53
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 26"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 26
+
+State House district Merrimack 26 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-27.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-27.md
new file mode 100644
index 0000000000..f1cb747a43
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 27"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 27
+
+State House district Merrimack 27 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-28.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-28.md
new file mode 100644
index 0000000000..3251ba492f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 28"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 28
+
+State House district Merrimack 28 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-29.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-29.md
new file mode 100644
index 0000000000..7b1001f991
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 29"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 29
+
+State House district Merrimack 29 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-3.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-3.md
new file mode 100644
index 0000000000..1e65b17c7b
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 3"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 3
+
+State House district Merrimack 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-30.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-30.md
new file mode 100644
index 0000000000..cb761e7b9a
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 30"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 30
+
+State House district Merrimack 30 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-4.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-4.md
new file mode 100644
index 0000000000..4eff26b923
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 4"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 4
+
+State House district Merrimack 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-5.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-5.md
new file mode 100644
index 0000000000..059518f0a6
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 5"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 5
+
+State House district Merrimack 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-6.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-6.md
new file mode 100644
index 0000000000..2f1f791c9c
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 6"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 6
+
+State House district Merrimack 6 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-7.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-7.md
new file mode 100644
index 0000000000..1fa1e064c8
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 7"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 7
+
+State House district Merrimack 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-8.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-8.md
new file mode 100644
index 0000000000..52974d8e48
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 8"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 8
+
+State House district Merrimack 8 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/merrimack-9.md b/data/jurisdictions/us/states/nh/districts/house/merrimack-9.md
new file mode 100644
index 0000000000..a86b02dba0
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/merrimack-9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Merrimack 9"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Merrimack 9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Merrimack 9
+
+State House district Merrimack 9 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-1.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-1.md
new file mode 100644
index 0000000000..0bc2c97d5c
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 1"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 1
+
+State House district Rockingham 1 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-10.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-10.md
new file mode 100644
index 0000000000..2f2447a33f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 10"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 10
+
+State House district Rockingham 10 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-11.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-11.md
new file mode 100644
index 0000000000..edc35cf95f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 11"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 11
+
+State House district Rockingham 11 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-12.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-12.md
new file mode 100644
index 0000000000..17fa66504a
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 12"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 12
+
+State House district Rockingham 12 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-13.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-13.md
new file mode 100644
index 0000000000..48f5b18a26
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 13"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 13
+
+State House district Rockingham 13 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-14.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-14.md
new file mode 100644
index 0000000000..68eba324b6
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 14"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 14
+
+State House district Rockingham 14 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-15.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-15.md
new file mode 100644
index 0000000000..f565926d48
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 15"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 15
+
+State House district Rockingham 15 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-16.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-16.md
new file mode 100644
index 0000000000..2e22932197
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 16"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 16
+
+State House district Rockingham 16 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-17.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-17.md
new file mode 100644
index 0000000000..d0e30ba1f4
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 17"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 17
+
+State House district Rockingham 17 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-18.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-18.md
new file mode 100644
index 0000000000..ad7be7ff70
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 18"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 18
+
+State House district Rockingham 18 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-19.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-19.md
new file mode 100644
index 0000000000..3ff8e9d527
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 19"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 19
+
+State House district Rockingham 19 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-2.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-2.md
new file mode 100644
index 0000000000..42db6bef14
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 2"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 2
+
+State House district Rockingham 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-20.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-20.md
new file mode 100644
index 0000000000..1f8b2ebcb3
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 20"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 20
+
+State House district Rockingham 20 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-21.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-21.md
new file mode 100644
index 0000000000..6383095b43
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 21"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 21
+
+State House district Rockingham 21 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-22.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-22.md
new file mode 100644
index 0000000000..c0b8ed82c8
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 22"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 22
+
+State House district Rockingham 22 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-23.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-23.md
new file mode 100644
index 0000000000..b4ae1a61fd
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 23"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 23
+
+State House district Rockingham 23 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-24.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-24.md
new file mode 100644
index 0000000000..b48c5f2c58
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 24"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 24
+
+State House district Rockingham 24 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-25.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-25.md
new file mode 100644
index 0000000000..977ffdb028
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 25"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 25
+
+State House district Rockingham 25 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-26.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-26.md
new file mode 100644
index 0000000000..bb15b04c04
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 26"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 26
+
+State House district Rockingham 26 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-27.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-27.md
new file mode 100644
index 0000000000..bf41f85344
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 27"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 27
+
+State House district Rockingham 27 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-28.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-28.md
new file mode 100644
index 0000000000..0e94de749d
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 28"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 28
+
+State House district Rockingham 28 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-29.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-29.md
new file mode 100644
index 0000000000..a4b9fb6bf7
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 29"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 29
+
+State House district Rockingham 29 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-3.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-3.md
new file mode 100644
index 0000000000..fbcac9deae
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 3"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 3
+
+State House district Rockingham 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-30.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-30.md
new file mode 100644
index 0000000000..a7254d2357
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 30"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 30
+
+State House district Rockingham 30 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-31.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-31.md
new file mode 100644
index 0000000000..b26aefb78e
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 31"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 31
+
+State House district Rockingham 31 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-32.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-32.md
new file mode 100644
index 0000000000..9594d6ca65
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 32"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 32
+
+State House district Rockingham 32 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-33.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-33.md
new file mode 100644
index 0000000000..f599d7de6f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 33"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 33
+
+State House district Rockingham 33 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-34.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-34.md
new file mode 100644
index 0000000000..e9dfe86c5f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 34"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 34
+
+State House district Rockingham 34 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-35.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-35.md
new file mode 100644
index 0000000000..46770dc0e5
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 35"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 35
+
+State House district Rockingham 35 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-36.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-36.md
new file mode 100644
index 0000000000..af449335aa
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 36"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 36
+
+State House district Rockingham 36 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-37.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-37.md
new file mode 100644
index 0000000000..b578e0f1cb
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 37"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 37
+
+State House district Rockingham 37 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-38.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-38.md
new file mode 100644
index 0000000000..9ffc0c9d59
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 38"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 38
+
+State House district Rockingham 38 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-39.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-39.md
new file mode 100644
index 0000000000..aa20126067
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 39"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 39
+
+State House district Rockingham 39 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-4.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-4.md
new file mode 100644
index 0000000000..655957cb50
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 4"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 4
+
+State House district Rockingham 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-40.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-40.md
new file mode 100644
index 0000000000..9c8a1744db
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 40"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 40
+
+State House district Rockingham 40 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-5.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-5.md
new file mode 100644
index 0000000000..9509c5f3c3
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 5"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 5
+
+State House district Rockingham 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-6.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-6.md
new file mode 100644
index 0000000000..d5471daa81
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 6"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 6
+
+State House district Rockingham 6 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-7.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-7.md
new file mode 100644
index 0000000000..640192b552
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 7"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 7
+
+State House district Rockingham 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-8.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-8.md
new file mode 100644
index 0000000000..9cbd8f3eac
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 8"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 8
+
+State House district Rockingham 8 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/rockingham-9.md b/data/jurisdictions/us/states/nh/districts/house/rockingham-9.md
new file mode 100644
index 0000000000..aa51f0471f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/rockingham-9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Rockingham 9"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Rockingham 9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Rockingham 9
+
+State House district Rockingham 9 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-1.md b/data/jurisdictions/us/states/nh/districts/house/strafford-1.md
new file mode 100644
index 0000000000..49e8c018e1
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 1"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 1
+
+State House district Strafford 1 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-10.md b/data/jurisdictions/us/states/nh/districts/house/strafford-10.md
new file mode 100644
index 0000000000..a603be3116
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 10"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 10
+
+State House district Strafford 10 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-11.md b/data/jurisdictions/us/states/nh/districts/house/strafford-11.md
new file mode 100644
index 0000000000..0d9ad9a8c0
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 11"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 11
+
+State House district Strafford 11 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-12.md b/data/jurisdictions/us/states/nh/districts/house/strafford-12.md
new file mode 100644
index 0000000000..76024c3b8b
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 12"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 12
+
+State House district Strafford 12 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-13.md b/data/jurisdictions/us/states/nh/districts/house/strafford-13.md
new file mode 100644
index 0000000000..f7e7c899bf
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 13"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 13
+
+State House district Strafford 13 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-14.md b/data/jurisdictions/us/states/nh/districts/house/strafford-14.md
new file mode 100644
index 0000000000..e24870b364
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 14"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 14
+
+State House district Strafford 14 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-15.md b/data/jurisdictions/us/states/nh/districts/house/strafford-15.md
new file mode 100644
index 0000000000..0f4aaae6f8
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 15"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 15
+
+State House district Strafford 15 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-16.md b/data/jurisdictions/us/states/nh/districts/house/strafford-16.md
new file mode 100644
index 0000000000..ee72457e50
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 16"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 16
+
+State House district Strafford 16 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-17.md b/data/jurisdictions/us/states/nh/districts/house/strafford-17.md
new file mode 100644
index 0000000000..ce940e3093
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 17"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 17
+
+State House district Strafford 17 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-18.md b/data/jurisdictions/us/states/nh/districts/house/strafford-18.md
new file mode 100644
index 0000000000..234c58ab45
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 18"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 18
+
+State House district Strafford 18 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-19.md b/data/jurisdictions/us/states/nh/districts/house/strafford-19.md
new file mode 100644
index 0000000000..41fb366ca1
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 19"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 19
+
+State House district Strafford 19 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-2.md b/data/jurisdictions/us/states/nh/districts/house/strafford-2.md
new file mode 100644
index 0000000000..aee6dda3f5
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 2"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 2
+
+State House district Strafford 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-20.md b/data/jurisdictions/us/states/nh/districts/house/strafford-20.md
new file mode 100644
index 0000000000..0dadadf03e
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 20"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 20
+
+State House district Strafford 20 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-21.md b/data/jurisdictions/us/states/nh/districts/house/strafford-21.md
new file mode 100644
index 0000000000..082f87c092
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 21"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 21
+
+State House district Strafford 21 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-3.md b/data/jurisdictions/us/states/nh/districts/house/strafford-3.md
new file mode 100644
index 0000000000..31655ec633
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 3"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 3
+
+State House district Strafford 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-4.md b/data/jurisdictions/us/states/nh/districts/house/strafford-4.md
new file mode 100644
index 0000000000..8654165d1e
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 4"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 4
+
+State House district Strafford 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-5.md b/data/jurisdictions/us/states/nh/districts/house/strafford-5.md
new file mode 100644
index 0000000000..71617bcc67
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 5"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 5
+
+State House district Strafford 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-6.md b/data/jurisdictions/us/states/nh/districts/house/strafford-6.md
new file mode 100644
index 0000000000..818b95c3d4
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 6"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 6
+
+State House district Strafford 6 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-7.md b/data/jurisdictions/us/states/nh/districts/house/strafford-7.md
new file mode 100644
index 0000000000..6892f711e0
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 7"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 7
+
+State House district Strafford 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-8.md b/data/jurisdictions/us/states/nh/districts/house/strafford-8.md
new file mode 100644
index 0000000000..d4bcafc9a2
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 8"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 8
+
+State House district Strafford 8 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/strafford-9.md b/data/jurisdictions/us/states/nh/districts/house/strafford-9.md
new file mode 100644
index 0000000000..51c2aab56f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/strafford-9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Strafford 9"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Strafford 9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Strafford 9
+
+State House district Strafford 9 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/sullivan-1.md b/data/jurisdictions/us/states/nh/districts/house/sullivan-1.md
new file mode 100644
index 0000000000..4bd4d0f865
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/sullivan-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Sullivan 1"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Sullivan 1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Sullivan 1
+
+State House district Sullivan 1 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/sullivan-2.md b/data/jurisdictions/us/states/nh/districts/house/sullivan-2.md
new file mode 100644
index 0000000000..89bbb6511c
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/sullivan-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Sullivan 2"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Sullivan 2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Sullivan 2
+
+State House district Sullivan 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/sullivan-3.md b/data/jurisdictions/us/states/nh/districts/house/sullivan-3.md
new file mode 100644
index 0000000000..9378724902
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/sullivan-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Sullivan 3"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Sullivan 3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Sullivan 3
+
+State House district Sullivan 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/sullivan-4.md b/data/jurisdictions/us/states/nh/districts/house/sullivan-4.md
new file mode 100644
index 0000000000..8a039c1292
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/sullivan-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Sullivan 4"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Sullivan 4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Sullivan 4
+
+State House district Sullivan 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/sullivan-5.md b/data/jurisdictions/us/states/nh/districts/house/sullivan-5.md
new file mode 100644
index 0000000000..dca1438a3b
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/sullivan-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Sullivan 5"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Sullivan 5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Sullivan 5
+
+State House district Sullivan 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/sullivan-6.md b/data/jurisdictions/us/states/nh/districts/house/sullivan-6.md
new file mode 100644
index 0000000000..d965cea0ff
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/sullivan-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Sullivan 6"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Sullivan 6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Sullivan 6
+
+State House district Sullivan 6 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/sullivan-7.md b/data/jurisdictions/us/states/nh/districts/house/sullivan-7.md
new file mode 100644
index 0000000000..32f8da08a8
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/sullivan-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Sullivan 7"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Sullivan 7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Sullivan 7
+
+State House district Sullivan 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/house/sullivan-8.md b/data/jurisdictions/us/states/nh/districts/house/sullivan-8.md
new file mode 100644
index 0000000000..3299053040
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/house/sullivan-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH House District Sullivan 8"
+classification: state-house-district
+state: "NH"
+chamber: "house"
+district: "Sullivan 8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH House District Sullivan 8
+
+State House district Sullivan 8 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/1.md b/data/jurisdictions/us/states/nh/districts/senate/1.md
new file mode 100644
index 0000000000..1775cab6dc
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 1"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 1
+
+State Senate district 1 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/10.md b/data/jurisdictions/us/states/nh/districts/senate/10.md
new file mode 100644
index 0000000000..01b0b79d3c
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 10"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 10
+
+State Senate district 10 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/11.md b/data/jurisdictions/us/states/nh/districts/senate/11.md
new file mode 100644
index 0000000000..c15f315a6f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 11"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 11
+
+State Senate district 11 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/12.md b/data/jurisdictions/us/states/nh/districts/senate/12.md
new file mode 100644
index 0000000000..cc9fe572fa
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 12"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 12
+
+State Senate district 12 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/13.md b/data/jurisdictions/us/states/nh/districts/senate/13.md
new file mode 100644
index 0000000000..5abb12e365
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 13"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 13
+
+State Senate district 13 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/14.md b/data/jurisdictions/us/states/nh/districts/senate/14.md
new file mode 100644
index 0000000000..ec03512fef
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 14"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 14
+
+State Senate district 14 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/15.md b/data/jurisdictions/us/states/nh/districts/senate/15.md
new file mode 100644
index 0000000000..77304e875e
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 15"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 15
+
+State Senate district 15 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/16.md b/data/jurisdictions/us/states/nh/districts/senate/16.md
new file mode 100644
index 0000000000..7c3026e245
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 16"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 16
+
+State Senate district 16 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/17.md b/data/jurisdictions/us/states/nh/districts/senate/17.md
new file mode 100644
index 0000000000..823549e467
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 17"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 17
+
+State Senate district 17 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/18.md b/data/jurisdictions/us/states/nh/districts/senate/18.md
new file mode 100644
index 0000000000..28afc826f2
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 18"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 18
+
+State Senate district 18 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/19.md b/data/jurisdictions/us/states/nh/districts/senate/19.md
new file mode 100644
index 0000000000..0e9695ae18
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 19"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 19
+
+State Senate district 19 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/2.md b/data/jurisdictions/us/states/nh/districts/senate/2.md
new file mode 100644
index 0000000000..864f83a609
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 2"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 2
+
+State Senate district 2 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/20.md b/data/jurisdictions/us/states/nh/districts/senate/20.md
new file mode 100644
index 0000000000..08a4fcc6c0
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 20"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 20
+
+State Senate district 20 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/21.md b/data/jurisdictions/us/states/nh/districts/senate/21.md
new file mode 100644
index 0000000000..d0305404bd
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 21"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 21
+
+State Senate district 21 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/22.md b/data/jurisdictions/us/states/nh/districts/senate/22.md
new file mode 100644
index 0000000000..423ce2218c
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 22"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 22
+
+State Senate district 22 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/23.md b/data/jurisdictions/us/states/nh/districts/senate/23.md
new file mode 100644
index 0000000000..e9ec2d8102
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 23"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 23
+
+State Senate district 23 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/24.md b/data/jurisdictions/us/states/nh/districts/senate/24.md
new file mode 100644
index 0000000000..0e955f5d43
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 24"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 24
+
+State Senate district 24 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/3.md b/data/jurisdictions/us/states/nh/districts/senate/3.md
new file mode 100644
index 0000000000..5d86dc6c53
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 3"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 3
+
+State Senate district 3 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/4.md b/data/jurisdictions/us/states/nh/districts/senate/4.md
new file mode 100644
index 0000000000..98627ce342
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 4"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 4
+
+State Senate district 4 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/5.md b/data/jurisdictions/us/states/nh/districts/senate/5.md
new file mode 100644
index 0000000000..6d415a7dfc
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 5"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 5
+
+State Senate district 5 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/6.md b/data/jurisdictions/us/states/nh/districts/senate/6.md
new file mode 100644
index 0000000000..f4b6081d80
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 6"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 6
+
+State Senate district 6 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/7.md b/data/jurisdictions/us/states/nh/districts/senate/7.md
new file mode 100644
index 0000000000..384d67e1b8
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 7"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 7
+
+State Senate district 7 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/8.md b/data/jurisdictions/us/states/nh/districts/senate/8.md
new file mode 100644
index 0000000000..e2fe935a1c
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 8"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 8
+
+State Senate district 8 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/districts/senate/9.md b/data/jurisdictions/us/states/nh/districts/senate/9.md
new file mode 100644
index 0000000000..66e793621f
--- /dev/null
+++ b/data/jurisdictions/us/states/nh/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NH Senate District 9"
+classification: state-senate-district
+state: "NH"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nh]
+timestamp: "2026-07-03"
+---
+
+# NH Senate District 9
+
+State Senate district 9 (NH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nh/people/aboul-khan.md b/data/jurisdictions/us/states/nh/people/aboul-khan.md
index 2f9ed2cb71..ed9b19b32c 100644
--- a/data/jurisdictions/us/states/nh/people/aboul-khan.md
+++ b/data/jurisdictions/us/states/nh/people/aboul-khan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 30"
+represents: "us/states/nh/districts/house/rockingham-30"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 30 (NH State House of Representatives District Rockingham 30).
 
+Represents [NH State House of Representatives District Rockingham 30](/us/states/nh/districts/house/rockingham-30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/adam-presa.md b/data/jurisdictions/us/states/nh/people/adam-presa.md
index 5916835ba9..64201bef89 100644
--- a/data/jurisdictions/us/states/nh/people/adam-presa.md
+++ b/data/jurisdictions/us/states/nh/people/adam-presa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 12"
+represents: "us/states/nh/districts/house/hillsborough-12"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 12 (NH State House of Representatives District Hillsborough 12).
 
+Represents [NH State House of Representatives District Hillsborough 12](/us/states/nh/districts/house/hillsborough-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/aidan-ankarberg.md b/data/jurisdictions/us/states/nh/people/aidan-ankarberg.md
index 9c93bb3870..e5eda6ac88 100644
--- a/data/jurisdictions/us/states/nh/people/aidan-ankarberg.md
+++ b/data/jurisdictions/us/states/nh/people/aidan-ankarberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 7"
+represents: "us/states/nh/districts/house/strafford-7"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 7 (NH State House of Representatives District Strafford 7).
 
+Represents [NH State House of Representatives District Strafford 7](/us/states/nh/districts/house/strafford-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/alexis-simpson.md b/data/jurisdictions/us/states/nh/people/alexis-simpson.md
index b96f1e586b..3d14de34b2 100644
--- a/data/jurisdictions/us/states/nh/people/alexis-simpson.md
+++ b/data/jurisdictions/us/states/nh/people/alexis-simpson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 33"
+represents: "us/states/nh/districts/house/rockingham-33"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 33 (NH State House of Representatives District Rockingham 33).
 
+Represents [NH State House of Representatives District Rockingham 33](/us/states/nh/districts/house/rockingham-33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/alice-wade.md b/data/jurisdictions/us/states/nh/people/alice-wade.md
index 023caebe73..4e75eb2b45 100644
--- a/data/jurisdictions/us/states/nh/people/alice-wade.md
+++ b/data/jurisdictions/us/states/nh/people/alice-wade.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 15"
+represents: "us/states/nh/districts/house/strafford-15"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 15 (NH State House of Representatives District Strafford 15).
 
+Represents [NH State House of Representatives District Strafford 15](/us/states/nh/districts/house/strafford-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/alicia-gregg.md b/data/jurisdictions/us/states/nh/people/alicia-gregg.md
index 8e2bf59ec2..07e2a86aa1 100644
--- a/data/jurisdictions/us/states/nh/people/alicia-gregg.md
+++ b/data/jurisdictions/us/states/nh/people/alicia-gregg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 7"
+represents: "us/states/nh/districts/house/hillsborough-7"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 7 (NH State House of Representatives District Hillsborough 7).
 
+Represents [NH State House of Representatives District Hillsborough 7](/us/states/nh/districts/house/hillsborough-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/alissandra-murray.md b/data/jurisdictions/us/states/nh/people/alissandra-murray.md
index 9fe56ec9c4..46bcccc83f 100644
--- a/data/jurisdictions/us/states/nh/people/alissandra-murray.md
+++ b/data/jurisdictions/us/states/nh/people/alissandra-murray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 20"
+represents: "us/states/nh/districts/house/hillsborough-20"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 20 (NH State House of Representatives District Hillsborough 20).
 
+Represents [NH State House of Representatives District Hillsborough 20](/us/states/nh/districts/house/hillsborough-20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/allan-howland.md b/data/jurisdictions/us/states/nh/people/allan-howland.md
index 3bdb46c6b8..9ac93c47e8 100644
--- a/data/jurisdictions/us/states/nh/people/allan-howland.md
+++ b/data/jurisdictions/us/states/nh/people/allan-howland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 20"
+represents: "us/states/nh/districts/house/strafford-20"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 20 (NH State House of Representatives District Strafford 20).
 
+Represents [NH State House of Representatives District Strafford 20](/us/states/nh/districts/house/strafford-20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/allison-knab.md b/data/jurisdictions/us/states/nh/people/allison-knab.md
index b703cb9fff..3a2b1b996f 100644
--- a/data/jurisdictions/us/states/nh/people/allison-knab.md
+++ b/data/jurisdictions/us/states/nh/people/allison-knab.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 12"
+represents: "us/states/nh/districts/house/rockingham-12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 12 (NH State House of Representatives District Rockingham 12).
 
+Represents [NH State House of Representatives District Rockingham 12](/us/states/nh/districts/house/rockingham-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/alvin-see.md b/data/jurisdictions/us/states/nh/people/alvin-see.md
index 9ff2828e89..350482230e 100644
--- a/data/jurisdictions/us/states/nh/people/alvin-see.md
+++ b/data/jurisdictions/us/states/nh/people/alvin-see.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 26"
+represents: "us/states/nh/districts/house/merrimack-26"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 26 (NH State House of Representatives District Merrimack 26).
 
+Represents [NH State House of Representatives District Merrimack 26](/us/states/nh/districts/house/merrimack-26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/amy-malone.md b/data/jurisdictions/us/states/nh/people/amy-malone.md
index 6a5e1e8e07..627a08e70a 100644
--- a/data/jurisdictions/us/states/nh/people/amy-malone.md
+++ b/data/jurisdictions/us/states/nh/people/amy-malone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 9"
+represents: "us/states/nh/districts/house/strafford-9"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 9 (NH State House of Representatives District Strafford 9).
 
+Represents [NH State House of Representatives District Strafford 9](/us/states/nh/districts/house/strafford-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/andrew-prout.md b/data/jurisdictions/us/states/nh/people/andrew-prout.md
index 5a89699239..6d9b3d38bc 100644
--- a/data/jurisdictions/us/states/nh/people/andrew-prout.md
+++ b/data/jurisdictions/us/states/nh/people/andrew-prout.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 13"
+represents: "us/states/nh/districts/house/hillsborough-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 13 (NH State House of Representatives District Hillsborough 13).
 
+Represents [NH State House of Representatives District Hillsborough 13](/us/states/nh/districts/house/hillsborough-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/anita-burroughs.md b/data/jurisdictions/us/states/nh/people/anita-burroughs.md
index 7a67816acb..4bb2d36938 100644
--- a/data/jurisdictions/us/states/nh/people/anita-burroughs.md
+++ b/data/jurisdictions/us/states/nh/people/anita-burroughs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 2"
+represents: "us/states/nh/districts/house/carroll-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 2 (NH State House of Representatives District Carroll 2).
 
+Represents [NH State House of Representatives District Carroll 2](/us/states/nh/districts/house/carroll-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/arnie-davis.md b/data/jurisdictions/us/states/nh/people/arnie-davis.md
index 6bc05905de..1f327c22d2 100644
--- a/data/jurisdictions/us/states/nh/people/arnie-davis.md
+++ b/data/jurisdictions/us/states/nh/people/arnie-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Coos 2"
+represents: "us/states/nh/districts/house/coos-2"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Coos 2 (NH State House of Representatives District Coos 2).
 
+Represents [NH State House of Representatives District Coos 2](/us/states/nh/districts/house/coos-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/barbara-comtois.md b/data/jurisdictions/us/states/nh/people/barbara-comtois.md
index 5db8e7ddae..37c19d3e3d 100644
--- a/data/jurisdictions/us/states/nh/people/barbara-comtois.md
+++ b/data/jurisdictions/us/states/nh/people/barbara-comtois.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 7"
+represents: "us/states/nh/districts/house/belknap-7"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 7 (NH State House of Representatives District Belknap 7).
 
+Represents [NH State House of Representatives District Belknap 7](/us/states/nh/districts/house/belknap-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/barry-faulkner.md b/data/jurisdictions/us/states/nh/people/barry-faulkner.md
index 0a94acff04..4e41b74df2 100644
--- a/data/jurisdictions/us/states/nh/people/barry-faulkner.md
+++ b/data/jurisdictions/us/states/nh/people/barry-faulkner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 10"
+represents: "us/states/nh/districts/house/cheshire-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 10 (NH State House of Representatives District Cheshire 10).
 
+Represents [NH State House of Representatives District Cheshire 10](/us/states/nh/districts/house/cheshire-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/beth-richards.md b/data/jurisdictions/us/states/nh/people/beth-richards.md
index 6328c56f6d..55d8fa9a71 100644
--- a/data/jurisdictions/us/states/nh/people/beth-richards.md
+++ b/data/jurisdictions/us/states/nh/people/beth-richards.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 17"
+represents: "us/states/nh/districts/house/merrimack-17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 17 (NH State House of Representatives District Merrimack 17).
 
+Represents [NH State House of Representatives District Merrimack 17](/us/states/nh/districts/house/merrimack-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/bill-bolton.md b/data/jurisdictions/us/states/nh/people/bill-bolton.md
index fa366b4866..fc1fba0ed2 100644
--- a/data/jurisdictions/us/states/nh/people/bill-bolton.md
+++ b/data/jurisdictions/us/states/nh/people/bill-bolton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 8"
+represents: "us/states/nh/districts/house/grafton-8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 8 (NH State House of Representatives District Grafton 8).
 
+Represents [NH State House of Representatives District Grafton 8](/us/states/nh/districts/house/grafton-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/bill-boyd.md b/data/jurisdictions/us/states/nh/people/bill-boyd.md
index 93c2ce914b..3132e1cbb5 100644
--- a/data/jurisdictions/us/states/nh/people/bill-boyd.md
+++ b/data/jurisdictions/us/states/nh/people/bill-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 12"
+represents: "us/states/nh/districts/house/hillsborough-12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 12 (NH State House of Representatives District Hillsborough 12).
 
+Represents [NH State House of Representatives District Hillsborough 12](/us/states/nh/districts/house/hillsborough-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/bill-dolan.md b/data/jurisdictions/us/states/nh/people/bill-dolan.md
index 488e1478fe..3d6ba211c4 100644
--- a/data/jurisdictions/us/states/nh/people/bill-dolan.md
+++ b/data/jurisdictions/us/states/nh/people/bill-dolan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 9"
+represents: "us/states/nh/districts/house/hillsborough-9"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 9 (NH State House of Representatives District Hillsborough 9).
 
+Represents [NH State House of Representatives District Hillsborough 9](/us/states/nh/districts/house/hillsborough-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/bill-gannon.md b/data/jurisdictions/us/states/nh/people/bill-gannon.md
index 152b529fdd..714dd2f22e 100644
--- a/data/jurisdictions/us/states/nh/people/bill-gannon.md
+++ b/data/jurisdictions/us/states/nh/people/bill-gannon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 23"
+represents: "us/states/nh/districts/senate/23"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 23 (NH State Senate District 23).
 
+Represents [NH State Senate District 23](/us/states/nh/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/bill-ohm.md b/data/jurisdictions/us/states/nh/people/bill-ohm.md
index 27171a54b2..66f259ea0b 100644
--- a/data/jurisdictions/us/states/nh/people/bill-ohm.md
+++ b/data/jurisdictions/us/states/nh/people/bill-ohm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 10"
+represents: "us/states/nh/districts/house/hillsborough-10"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 10 (NH State House of Representatives District Hillsborough 10).
 
+Represents [NH State House of Representatives District Hillsborough 10](/us/states/nh/districts/house/hillsborough-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/bill-palmer.md b/data/jurisdictions/us/states/nh/people/bill-palmer.md
index ae23f63bc7..aeb03882d6 100644
--- a/data/jurisdictions/us/states/nh/people/bill-palmer.md
+++ b/data/jurisdictions/us/states/nh/people/bill-palmer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 2"
+represents: "us/states/nh/districts/house/sullivan-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 2 (NH State House of Representatives District Sullivan 2).
 
+Represents [NH State House of Representatives District Sullivan 2](/us/states/nh/districts/house/sullivan-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/billie-butler.md b/data/jurisdictions/us/states/nh/people/billie-butler.md
index da5a82a160..2f923e47be 100644
--- a/data/jurisdictions/us/states/nh/people/billie-butler.md
+++ b/data/jurisdictions/us/states/nh/people/billie-butler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 12"
+represents: "us/states/nh/districts/house/strafford-12"
 tenure:
   start: "2025-07-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 12 (NH State House of Representatives District Strafford 12).
 
+Represents [NH State House of Representatives District Strafford 12](/us/states/nh/districts/house/strafford-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/bob-harb.md b/data/jurisdictions/us/states/nh/people/bob-harb.md
index 2847a55289..4834bddb45 100644
--- a/data/jurisdictions/us/states/nh/people/bob-harb.md
+++ b/data/jurisdictions/us/states/nh/people/bob-harb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 20"
+represents: "us/states/nh/districts/house/rockingham-20"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 20 (NH State House of Representatives District Rockingham 20).
 
+Represents [NH State House of Representatives District Rockingham 20](/us/states/nh/districts/house/rockingham-20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/bob-lynn.md b/data/jurisdictions/us/states/nh/people/bob-lynn.md
index 45be7ed05e..873dae7d0f 100644
--- a/data/jurisdictions/us/states/nh/people/bob-lynn.md
+++ b/data/jurisdictions/us/states/nh/people/bob-lynn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 17"
+represents: "us/states/nh/districts/house/rockingham-17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 17 (NH State House of Representatives District Rockingham 17).
 
+Represents [NH State House of Representatives District Rockingham 17](/us/states/nh/districts/house/rockingham-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/bobbi-boudman.md b/data/jurisdictions/us/states/nh/people/bobbi-boudman.md
index 5045cbb086..70cc5f2712 100644
--- a/data/jurisdictions/us/states/nh/people/bobbi-boudman.md
+++ b/data/jurisdictions/us/states/nh/people/bobbi-boudman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 7"
+represents: "us/states/nh/districts/house/carroll-7"
 tenure:
   start: "2026-03-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 7 (NH State House of Representatives District Carroll 7).
 
+Represents [NH State House of Representatives District Carroll 7](/us/states/nh/districts/house/carroll-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/brian-cole.md b/data/jurisdictions/us/states/nh/people/brian-cole.md
index 5d4832ad3b..7e9054a6f4 100644
--- a/data/jurisdictions/us/states/nh/people/brian-cole.md
+++ b/data/jurisdictions/us/states/nh/people/brian-cole.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 26"
+represents: "us/states/nh/districts/house/hillsborough-26"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 26 (NH State House of Representatives District Hillsborough 26).
 
+Represents [NH State House of Representatives District Hillsborough 26](/us/states/nh/districts/house/hillsborough-26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/brian-labrie.md b/data/jurisdictions/us/states/nh/people/brian-labrie.md
index 4f427d9e96..ce685702e9 100644
--- a/data/jurisdictions/us/states/nh/people/brian-labrie.md
+++ b/data/jurisdictions/us/states/nh/people/brian-labrie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 2"
+represents: "us/states/nh/districts/house/hillsborough-2"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 2 (NH State House of Representatives District Hillsborough 2).
 
+Represents [NH State House of Representatives District Hillsborough 2](/us/states/nh/districts/house/hillsborough-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/brian-nadeau.md b/data/jurisdictions/us/states/nh/people/brian-nadeau.md
index ad4ae7c568..44e3083763 100644
--- a/data/jurisdictions/us/states/nh/people/brian-nadeau.md
+++ b/data/jurisdictions/us/states/nh/people/brian-nadeau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 4"
+represents: "us/states/nh/districts/house/rockingham-4"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 4 (NH State House of Representatives District Rockingham 4).
 
+Represents [NH State House of Representatives District Rockingham 4](/us/states/nh/districts/house/rockingham-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/brian-seaworth.md b/data/jurisdictions/us/states/nh/people/brian-seaworth.md
index a68ec154db..1f33e8ae9c 100644
--- a/data/jurisdictions/us/states/nh/people/brian-seaworth.md
+++ b/data/jurisdictions/us/states/nh/people/brian-seaworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 12"
+represents: "us/states/nh/districts/house/merrimack-12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 12 (NH State House of Representatives District Merrimack 12).
 
+Represents [NH State House of Representatives District Merrimack 12](/us/states/nh/districts/house/merrimack-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/brian-sullivan.md b/data/jurisdictions/us/states/nh/people/brian-sullivan.md
index b244684c7f..ea6d3cb9d4 100644
--- a/data/jurisdictions/us/states/nh/people/brian-sullivan.md
+++ b/data/jurisdictions/us/states/nh/people/brian-sullivan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 1"
+represents: "us/states/nh/districts/house/sullivan-1"
 tenure:
   start: "2017-11-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 1 (NH State House of Representatives District Sullivan 1).
 
+Represents [NH State House of Representatives District Sullivan 1](/us/states/nh/districts/house/sullivan-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/brian-taylor.md b/data/jurisdictions/us/states/nh/people/brian-taylor.md
index e5267e840c..25f210523f 100644
--- a/data/jurisdictions/us/states/nh/people/brian-taylor.md
+++ b/data/jurisdictions/us/states/nh/people/brian-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 8"
+represents: "us/states/nh/districts/house/carroll-8"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 8 (NH State House of Representatives District Carroll 8).
 
+Represents [NH State House of Representatives District Carroll 8](/us/states/nh/districts/house/carroll-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/bryan-morse.md b/data/jurisdictions/us/states/nh/people/bryan-morse.md
index 1aa3c21ad3..7e9f218b1a 100644
--- a/data/jurisdictions/us/states/nh/people/bryan-morse.md
+++ b/data/jurisdictions/us/states/nh/people/bryan-morse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 3"
+represents: "us/states/nh/districts/house/merrimack-3"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 3 (NH State House of Representatives District Merrimack 3).
 
+Represents [NH State House of Representatives District Merrimack 3](/us/states/nh/districts/house/merrimack-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/buzz-scherr.md b/data/jurisdictions/us/states/nh/people/buzz-scherr.md
index 753809872f..35f520bfe5 100644
--- a/data/jurisdictions/us/states/nh/people/buzz-scherr.md
+++ b/data/jurisdictions/us/states/nh/people/buzz-scherr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 26"
+represents: "us/states/nh/districts/house/rockingham-26"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 26 (NH State House of Representatives District Rockingham 26).
 
+Represents [NH State House of Representatives District Rockingham 26](/us/states/nh/districts/house/rockingham-26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/calvin-beaulier.md b/data/jurisdictions/us/states/nh/people/calvin-beaulier.md
index a7d53909df..fdff666add 100644
--- a/data/jurisdictions/us/states/nh/people/calvin-beaulier.md
+++ b/data/jurisdictions/us/states/nh/people/calvin-beaulier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 1"
+represents: "us/states/nh/districts/house/grafton-1"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 1 (NH State House of Representatives District Grafton 1).
 
+Represents [NH State House of Representatives District Grafton 1](/us/states/nh/districts/house/grafton-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/carol-mcguire.md b/data/jurisdictions/us/states/nh/people/carol-mcguire.md
index f28438e823..bc71667c63 100644
--- a/data/jurisdictions/us/states/nh/people/carol-mcguire.md
+++ b/data/jurisdictions/us/states/nh/people/carol-mcguire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 27"
+represents: "us/states/nh/districts/house/merrimack-27"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 27 (NH State House of Representatives District Merrimack 27).
 
+Represents [NH State House of Representatives District Merrimack 27](/us/states/nh/districts/house/merrimack-27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/carrie-sorensen.md b/data/jurisdictions/us/states/nh/people/carrie-sorensen.md
index 839fd5b4de..9999f7f694 100644
--- a/data/jurisdictions/us/states/nh/people/carrie-sorensen.md
+++ b/data/jurisdictions/us/states/nh/people/carrie-sorensen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 28"
+represents: "us/states/nh/districts/house/rockingham-28"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 28 (NH State House of Representatives District Rockingham 28).
 
+Represents [NH State House of Representatives District Rockingham 28](/us/states/nh/districts/house/rockingham-28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/carry-spier.md b/data/jurisdictions/us/states/nh/people/carry-spier.md
index cdfe3df3d0..4d0f341773 100644
--- a/data/jurisdictions/us/states/nh/people/carry-spier.md
+++ b/data/jurisdictions/us/states/nh/people/carry-spier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 6"
+represents: "us/states/nh/districts/house/hillsborough-6"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 6 (NH State House of Representatives District Hillsborough 6).
 
+Represents [NH State House of Representatives District Hillsborough 6](/us/states/nh/districts/house/hillsborough-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/cassandra-levesque.md b/data/jurisdictions/us/states/nh/people/cassandra-levesque.md
index dc554f7e3a..6df3edf62f 100644
--- a/data/jurisdictions/us/states/nh/people/cassandra-levesque.md
+++ b/data/jurisdictions/us/states/nh/people/cassandra-levesque.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 4"
+represents: "us/states/nh/districts/house/strafford-4"
 tenure:
   start: "2018-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 4 (NH State House of Representatives District Strafford 4).
 
+Represents [NH State House of Representatives District Strafford 4](/us/states/nh/districts/house/strafford-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/catherine-rombeau.md b/data/jurisdictions/us/states/nh/people/catherine-rombeau.md
index ffc11dafe8..126a6ada2a 100644
--- a/data/jurisdictions/us/states/nh/people/catherine-rombeau.md
+++ b/data/jurisdictions/us/states/nh/people/catherine-rombeau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 2"
+represents: "us/states/nh/districts/house/hillsborough-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 2 (NH State House of Representatives District Hillsborough 2).
 
+Represents [NH State House of Representatives District Hillsborough 2](/us/states/nh/districts/house/hillsborough-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/catherine-sofikitis.md b/data/jurisdictions/us/states/nh/people/catherine-sofikitis.md
index 1d24a732e7..2b52c76aa8 100644
--- a/data/jurisdictions/us/states/nh/people/catherine-sofikitis.md
+++ b/data/jurisdictions/us/states/nh/people/catherine-sofikitis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 7"
+represents: "us/states/nh/districts/house/hillsborough-7"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 7 (NH State House of Representatives District Hillsborough 7).
 
+Represents [NH State House of Representatives District Hillsborough 7](/us/states/nh/districts/house/hillsborough-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/cathryn-harvey.md b/data/jurisdictions/us/states/nh/people/cathryn-harvey.md
index 744505e6c3..5f4921ae0e 100644
--- a/data/jurisdictions/us/states/nh/people/cathryn-harvey.md
+++ b/data/jurisdictions/us/states/nh/people/cathryn-harvey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 6"
+represents: "us/states/nh/districts/house/cheshire-6"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 6 (NH State House of Representatives District Cheshire 6).
 
+Represents [NH State House of Representatives District Cheshire 6](/us/states/nh/districts/house/cheshire-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/cathy-kenny.md b/data/jurisdictions/us/states/nh/people/cathy-kenny.md
index d92e29bd33..7b8dda71a4 100644
--- a/data/jurisdictions/us/states/nh/people/cathy-kenny.md
+++ b/data/jurisdictions/us/states/nh/people/cathy-kenny.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 13"
+represents: "us/states/nh/districts/house/hillsborough-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 13 (NH State House of Representatives District Hillsborough 13).
 
+Represents [NH State House of Representatives District Hillsborough 13](/us/states/nh/districts/house/hillsborough-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/charles-mcmahon.md b/data/jurisdictions/us/states/nh/people/charles-mcmahon.md
index 7ce80f679d..814ec28468 100644
--- a/data/jurisdictions/us/states/nh/people/charles-mcmahon.md
+++ b/data/jurisdictions/us/states/nh/people/charles-mcmahon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 17"
+represents: "us/states/nh/districts/house/rockingham-17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 17 (NH State House of Representatives District Rockingham 17).
 
+Represents [NH State House of Representatives District Rockingham 17](/us/states/nh/districts/house/rockingham-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/charlie-foote.md b/data/jurisdictions/us/states/nh/people/charlie-foote.md
index d15f68829f..2a98639a64 100644
--- a/data/jurisdictions/us/states/nh/people/charlie-foote.md
+++ b/data/jurisdictions/us/states/nh/people/charlie-foote.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 13"
+represents: "us/states/nh/districts/house/rockingham-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 13 (NH State House of Representatives District Rockingham 13).
 
+Represents [NH State House of Representatives District Rockingham 13](/us/states/nh/districts/house/rockingham-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/charlie-melvin.md b/data/jurisdictions/us/states/nh/people/charlie-melvin.md
index 2ec131df61..fdd46dd656 100644
--- a/data/jurisdictions/us/states/nh/people/charlie-melvin.md
+++ b/data/jurisdictions/us/states/nh/people/charlie-melvin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 20"
+represents: "us/states/nh/districts/house/rockingham-20"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 20 (NH State House of Representatives District Rockingham 20).
 
+Represents [NH State House of Representatives District Rockingham 20](/us/states/nh/districts/house/rockingham-20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/charlie-st-clair.md b/data/jurisdictions/us/states/nh/people/charlie-st-clair.md
index 5037fbc696..ee576e2fb5 100644
--- a/data/jurisdictions/us/states/nh/people/charlie-st-clair.md
+++ b/data/jurisdictions/us/states/nh/people/charlie-st-clair.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 5"
+represents: "us/states/nh/districts/house/belknap-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 5 (NH State House of Representatives District Belknap 5).
 
+Represents [NH State House of Representatives District Belknap 5](/us/states/nh/districts/house/belknap-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/chris-herbert.md b/data/jurisdictions/us/states/nh/people/chris-herbert.md
index 0ee1173ee9..96f4a6ef7f 100644
--- a/data/jurisdictions/us/states/nh/people/chris-herbert.md
+++ b/data/jurisdictions/us/states/nh/people/chris-herbert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 24"
+represents: "us/states/nh/districts/house/hillsborough-24"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 24 (NH State House of Representatives District Hillsborough 24).
 
+Represents [NH State House of Representatives District Hillsborough 24](/us/states/nh/districts/house/hillsborough-24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/chris-mcaleer.md b/data/jurisdictions/us/states/nh/people/chris-mcaleer.md
index f62e83eef1..66dd474549 100644
--- a/data/jurisdictions/us/states/nh/people/chris-mcaleer.md
+++ b/data/jurisdictions/us/states/nh/people/chris-mcaleer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 2"
+represents: "us/states/nh/districts/house/carroll-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 2 (NH State House of Representatives District Carroll 2).
 
+Represents [NH State House of Representatives District Carroll 2](/us/states/nh/districts/house/carroll-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/chris-muns.md b/data/jurisdictions/us/states/nh/people/chris-muns.md
index 45de973ec2..d5ea928d25 100644
--- a/data/jurisdictions/us/states/nh/people/chris-muns.md
+++ b/data/jurisdictions/us/states/nh/people/chris-muns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 29"
+represents: "us/states/nh/districts/house/rockingham-29"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 29 (NH State House of Representatives District Rockingham 29).
 
+Represents [NH State House of Representatives District Rockingham 29](/us/states/nh/districts/house/rockingham-29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/christal-lloyd.md b/data/jurisdictions/us/states/nh/people/christal-lloyd.md
index 7149a89bf5..b7c36ba485 100644
--- a/data/jurisdictions/us/states/nh/people/christal-lloyd.md
+++ b/data/jurisdictions/us/states/nh/people/christal-lloyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 8"
+represents: "us/states/nh/districts/house/hillsborough-8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 8 (NH State House of Representatives District Hillsborough 8).
 
+Represents [NH State House of Representatives District Hillsborough 8](/us/states/nh/districts/house/hillsborough-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/christine-seibert.md b/data/jurisdictions/us/states/nh/people/christine-seibert.md
index 453eeda482..6ed1983d1d 100644
--- a/data/jurisdictions/us/states/nh/people/christine-seibert.md
+++ b/data/jurisdictions/us/states/nh/people/christine-seibert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 21"
+represents: "us/states/nh/districts/house/hillsborough-21"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 21 (NH State House of Representatives District Hillsborough 21).
 
+Represents [NH State House of Representatives District Hillsborough 21](/us/states/nh/districts/house/hillsborough-21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/cindy-bennett.md b/data/jurisdictions/us/states/nh/people/cindy-bennett.md
index 8b2c8c1131..a321a8c702 100644
--- a/data/jurisdictions/us/states/nh/people/cindy-bennett.md
+++ b/data/jurisdictions/us/states/nh/people/cindy-bennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 4"
+represents: "us/states/nh/districts/house/rockingham-4"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 4 (NH State House of Representatives District Rockingham 4).
 
+Represents [NH State House of Representatives District Rockingham 4](/us/states/nh/districts/house/rockingham-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/cindy-rosenwald.md b/data/jurisdictions/us/states/nh/people/cindy-rosenwald.md
index 58bac9133a..0577d7707b 100644
--- a/data/jurisdictions/us/states/nh/people/cindy-rosenwald.md
+++ b/data/jurisdictions/us/states/nh/people/cindy-rosenwald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 13"
+represents: "us/states/nh/districts/senate/13"
 tenure:
   start: "2018-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 13 (NH State Senate District 13).
 
+Represents [NH State Senate District 13](/us/states/nh/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/claudine-burnham.md b/data/jurisdictions/us/states/nh/people/claudine-burnham.md
index 66d0704817..daf863abea 100644
--- a/data/jurisdictions/us/states/nh/people/claudine-burnham.md
+++ b/data/jurisdictions/us/states/nh/people/claudine-burnham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 2"
+represents: "us/states/nh/districts/house/strafford-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 2 (NH State House of Representatives District Strafford 2).
 
+Represents [NH State House of Representatives District Strafford 2](/us/states/nh/districts/house/strafford-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/clayton-wood.md b/data/jurisdictions/us/states/nh/people/clayton-wood.md
index 83c40783fe..7b8beb9ad4 100644
--- a/data/jurisdictions/us/states/nh/people/clayton-wood.md
+++ b/data/jurisdictions/us/states/nh/people/clayton-wood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 13"
+represents: "us/states/nh/districts/house/merrimack-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 13 (NH State House of Representatives District Merrimack 13).
 
+Represents [NH State House of Representatives District Merrimack 13](/us/states/nh/districts/house/merrimack-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/connie-lane.md b/data/jurisdictions/us/states/nh/people/connie-lane.md
index 1a8d7d51fc..59308e61d4 100644
--- a/data/jurisdictions/us/states/nh/people/connie-lane.md
+++ b/data/jurisdictions/us/states/nh/people/connie-lane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 16"
+represents: "us/states/nh/districts/house/merrimack-16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 16 (NH State House of Representatives District Merrimack 16).
 
+Represents [NH State House of Representatives District Merrimack 16](/us/states/nh/districts/house/merrimack-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/cy-aures.md b/data/jurisdictions/us/states/nh/people/cy-aures.md
index 313bb927ab..8af6bb128d 100644
--- a/data/jurisdictions/us/states/nh/people/cy-aures.md
+++ b/data/jurisdictions/us/states/nh/people/cy-aures.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 13"
+represents: "us/states/nh/districts/house/merrimack-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 13 (NH State House of Representatives District Merrimack 13).
 
+Represents [NH State House of Representatives District Merrimack 13](/us/states/nh/districts/house/merrimack-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dale-girard.md b/data/jurisdictions/us/states/nh/people/dale-girard.md
index 198bb1e6b2..4aa91851a0 100644
--- a/data/jurisdictions/us/states/nh/people/dale-girard.md
+++ b/data/jurisdictions/us/states/nh/people/dale-girard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 6"
+represents: "us/states/nh/districts/house/sullivan-6"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 6 (NH State House of Representatives District Sullivan 6).
 
+Represents [NH State House of Representatives District Sullivan 6](/us/states/nh/districts/house/sullivan-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dale-swanson.md b/data/jurisdictions/us/states/nh/people/dale-swanson.md
index cff33d5721..3a8c91865f 100644
--- a/data/jurisdictions/us/states/nh/people/dale-swanson.md
+++ b/data/jurisdictions/us/states/nh/people/dale-swanson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 5"
+represents: "us/states/nh/districts/house/hillsborough-5"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 5 (NH State House of Representatives District Hillsborough 5).
 
+Represents [NH State House of Representatives District Hillsborough 5](/us/states/nh/districts/house/hillsborough-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dan-bergeron.md b/data/jurisdictions/us/states/nh/people/dan-bergeron.md
index 30e6e8610a..477bf909d7 100644
--- a/data/jurisdictions/us/states/nh/people/dan-bergeron.md
+++ b/data/jurisdictions/us/states/nh/people/dan-bergeron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 16"
+represents: "us/states/nh/districts/house/hillsborough-16"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 16 (NH State House of Representatives District Hillsborough 16).
 
+Represents [NH State House of Representatives District Hillsborough 16](/us/states/nh/districts/house/hillsborough-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dan-innis.md b/data/jurisdictions/us/states/nh/people/dan-innis.md
index 2b4e0fb242..aab345621a 100644
--- a/data/jurisdictions/us/states/nh/people/dan-innis.md
+++ b/data/jurisdictions/us/states/nh/people/dan-innis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 7"
+represents: "us/states/nh/districts/senate/7"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 7 (NH State Senate District 7).
 
+Represents [NH State Senate District 7](/us/states/nh/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dan-leclerc.md b/data/jurisdictions/us/states/nh/people/dan-leclerc.md
index cb9d197e4e..a65379caae 100644
--- a/data/jurisdictions/us/states/nh/people/dan-leclerc.md
+++ b/data/jurisdictions/us/states/nh/people/dan-leclerc.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 34"
+represents: "us/states/nh/districts/house/hillsborough-34"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 34 (NH State House of Representatives District Hillsborough 34).
 
+Represents [NH State House of Representatives District Hillsborough 34](/us/states/nh/districts/house/hillsborough-34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dan-mcguire.md b/data/jurisdictions/us/states/nh/people/dan-mcguire.md
index 4970aadb6d..6781c0e94d 100644
--- a/data/jurisdictions/us/states/nh/people/dan-mcguire.md
+++ b/data/jurisdictions/us/states/nh/people/dan-mcguire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 14"
+represents: "us/states/nh/districts/house/merrimack-14"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 14 (NH State House of Representatives District Merrimack 14).
 
+Represents [NH State House of Representatives District Merrimack 14](/us/states/nh/districts/house/merrimack-14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dan-veilleux.md b/data/jurisdictions/us/states/nh/people/dan-veilleux.md
index 59ce3693dc..a2dc6ef32d 100644
--- a/data/jurisdictions/us/states/nh/people/dan-veilleux.md
+++ b/data/jurisdictions/us/states/nh/people/dan-veilleux.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 34"
+represents: "us/states/nh/districts/house/hillsborough-34"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 34 (NH State House of Representatives District Hillsborough 34).
 
+Represents [NH State House of Representatives District Hillsborough 34](/us/states/nh/districts/house/hillsborough-34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/daniel-popovici-muller.md b/data/jurisdictions/us/states/nh/people/daniel-popovici-muller.md
index 39f6507748..f909b52873 100644
--- a/data/jurisdictions/us/states/nh/people/daniel-popovici-muller.md
+++ b/data/jurisdictions/us/states/nh/people/daniel-popovici-muller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 17"
+represents: "us/states/nh/districts/house/rockingham-17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 17 (NH State House of Representatives District Rockingham 17).
 
+Represents [NH State House of Representatives District Rockingham 17](/us/states/nh/districts/house/rockingham-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/darrell-louis.md b/data/jurisdictions/us/states/nh/people/darrell-louis.md
index e4dd0c4027..11a3d7902b 100644
--- a/data/jurisdictions/us/states/nh/people/darrell-louis.md
+++ b/data/jurisdictions/us/states/nh/people/darrell-louis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 1"
+represents: "us/states/nh/districts/house/grafton-1"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 1 (NH State House of Representatives District Grafton 1).
 
+Represents [NH State House of Representatives District Grafton 1](/us/states/nh/districts/house/grafton-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/daryl-abbas.md b/data/jurisdictions/us/states/nh/people/daryl-abbas.md
index 9410182c0d..7ab6561949 100644
--- a/data/jurisdictions/us/states/nh/people/daryl-abbas.md
+++ b/data/jurisdictions/us/states/nh/people/daryl-abbas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 22"
+represents: "us/states/nh/districts/senate/22"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 22 (NH State Senate District 22).
 
+Represents [NH State Senate District 22](/us/states/nh/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dave-nagel.md b/data/jurisdictions/us/states/nh/people/dave-nagel.md
index d768eb1dbd..5591112170 100644
--- a/data/jurisdictions/us/states/nh/people/dave-nagel.md
+++ b/data/jurisdictions/us/states/nh/people/dave-nagel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 6"
+represents: "us/states/nh/districts/house/belknap-6"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 6 (NH State House of Representatives District Belknap 6).
 
+Represents [NH State House of Representatives District Belknap 6](/us/states/nh/districts/house/belknap-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-fracht.md b/data/jurisdictions/us/states/nh/people/david-fracht.md
index cf298bcba0..da84e8dca7 100644
--- a/data/jurisdictions/us/states/nh/people/david-fracht.md
+++ b/data/jurisdictions/us/states/nh/people/david-fracht.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 16"
+represents: "us/states/nh/districts/house/grafton-16"
 tenure:
   start: "2023-09-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 16 (NH State House of Representatives District Grafton 16).
 
+Represents [NH State House of Representatives District Grafton 16](/us/states/nh/districts/house/grafton-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-love.md b/data/jurisdictions/us/states/nh/people/david-love.md
index ec41127e73..838cbf9a34 100644
--- a/data/jurisdictions/us/states/nh/people/david-love.md
+++ b/data/jurisdictions/us/states/nh/people/david-love.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 13"
+represents: "us/states/nh/districts/house/rockingham-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 13 (NH State House of Representatives District Rockingham 13).
 
+Represents [NH State House of Representatives District Rockingham 13](/us/states/nh/districts/house/rockingham-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-lundgren.md b/data/jurisdictions/us/states/nh/people/david-lundgren.md
index 53f0c19573..16a573ff13 100644
--- a/data/jurisdictions/us/states/nh/people/david-lundgren.md
+++ b/data/jurisdictions/us/states/nh/people/david-lundgren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 16"
+represents: "us/states/nh/districts/house/rockingham-16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 16 (NH State House of Representatives District Rockingham 16).
 
+Represents [NH State House of Representatives District Rockingham 16](/us/states/nh/districts/house/rockingham-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-luneau.md b/data/jurisdictions/us/states/nh/people/david-luneau.md
index b29645d18b..6a979616cc 100644
--- a/data/jurisdictions/us/states/nh/people/david-luneau.md
+++ b/data/jurisdictions/us/states/nh/people/david-luneau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 9"
+represents: "us/states/nh/districts/house/merrimack-9"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 9 (NH State House of Representatives District Merrimack 9).
 
+Represents [NH State House of Representatives District Merrimack 9](/us/states/nh/districts/house/merrimack-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-meuse.md b/data/jurisdictions/us/states/nh/people/david-meuse.md
index d950c6b09f..813c790857 100644
--- a/data/jurisdictions/us/states/nh/people/david-meuse.md
+++ b/data/jurisdictions/us/states/nh/people/david-meuse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 37"
+represents: "us/states/nh/districts/house/rockingham-37"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 37 (NH State House of Representatives District Rockingham 37).
 
+Represents [NH State House of Representatives District Rockingham 37](/us/states/nh/districts/house/rockingham-37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-milz.md b/data/jurisdictions/us/states/nh/people/david-milz.md
index 55e43d4aec..b5d657d546 100644
--- a/data/jurisdictions/us/states/nh/people/david-milz.md
+++ b/data/jurisdictions/us/states/nh/people/david-milz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 13"
+represents: "us/states/nh/districts/house/rockingham-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 13 (NH State House of Representatives District Rockingham 13).
 
+Represents [NH State House of Representatives District Rockingham 13](/us/states/nh/districts/house/rockingham-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-paige.md b/data/jurisdictions/us/states/nh/people/david-paige.md
index 4d071611de..74aeaf82c0 100644
--- a/data/jurisdictions/us/states/nh/people/david-paige.md
+++ b/data/jurisdictions/us/states/nh/people/david-paige.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 1"
+represents: "us/states/nh/districts/house/carroll-1"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 1 (NH State House of Representatives District Carroll 1).
 
+Represents [NH State House of Representatives District Carroll 1](/us/states/nh/districts/house/carroll-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-preece.md b/data/jurisdictions/us/states/nh/people/david-preece.md
index 5cee3cd618..3dc9a4f083 100644
--- a/data/jurisdictions/us/states/nh/people/david-preece.md
+++ b/data/jurisdictions/us/states/nh/people/david-preece.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 17"
+represents: "us/states/nh/districts/house/hillsborough-17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 17 (NH State House of Representatives District Hillsborough 17).
 
+Represents [NH State House of Representatives District Hillsborough 17](/us/states/nh/districts/house/hillsborough-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-rochefort.md b/data/jurisdictions/us/states/nh/people/david-rochefort.md
index 2e43d8f187..c7868387f0 100644
--- a/data/jurisdictions/us/states/nh/people/david-rochefort.md
+++ b/data/jurisdictions/us/states/nh/people/david-rochefort.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 1"
+represents: "us/states/nh/districts/senate/1"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 1 (NH State Senate District 1).
 
+Represents [NH State Senate District 1](/us/states/nh/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-walker.md b/data/jurisdictions/us/states/nh/people/david-walker.md
index ef263896d7..6957773bdf 100644
--- a/data/jurisdictions/us/states/nh/people/david-walker.md
+++ b/data/jurisdictions/us/states/nh/people/david-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 19"
+represents: "us/states/nh/districts/house/strafford-19"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 19 (NH State House of Representatives District Strafford 19).
 
+Represents [NH State House of Representatives District Strafford 19](/us/states/nh/districts/house/strafford-19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/david-watters.md b/data/jurisdictions/us/states/nh/people/david-watters.md
index 19b29e44e1..7ec7edfb9e 100644
--- a/data/jurisdictions/us/states/nh/people/david-watters.md
+++ b/data/jurisdictions/us/states/nh/people/david-watters.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 4"
+represents: "us/states/nh/districts/senate/4"
 tenure:
   start: "2012-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 4 (NH State Senate District 4).
 
+Represents [NH State Senate District 4](/us/states/nh/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/deborah-aylward.md b/data/jurisdictions/us/states/nh/people/deborah-aylward.md
index 57b3fc0405..2b17c98670 100644
--- a/data/jurisdictions/us/states/nh/people/deborah-aylward.md
+++ b/data/jurisdictions/us/states/nh/people/deborah-aylward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 5"
+represents: "us/states/nh/districts/house/merrimack-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 5 (NH State House of Representatives District Merrimack 5).
 
+Represents [NH State House of Representatives District Merrimack 5](/us/states/nh/districts/house/merrimack-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/debra-altschiller.md b/data/jurisdictions/us/states/nh/people/debra-altschiller.md
index 63e8860b13..4c32627d35 100644
--- a/data/jurisdictions/us/states/nh/people/debra-altschiller.md
+++ b/data/jurisdictions/us/states/nh/people/debra-altschiller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 24"
+represents: "us/states/nh/districts/senate/24"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 24 (NH State Senate District 24).
 
+Represents [NH State Senate District 24](/us/states/nh/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/debra-desimone.md b/data/jurisdictions/us/states/nh/people/debra-desimone.md
index 4cd13921d8..6b1bf11e0b 100644
--- a/data/jurisdictions/us/states/nh/people/debra-desimone.md
+++ b/data/jurisdictions/us/states/nh/people/debra-desimone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 18"
+represents: "us/states/nh/districts/house/rockingham-18"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 18 (NH State House of Representatives District Rockingham 18).
 
+Represents [NH State House of Representatives District Rockingham 18](/us/states/nh/districts/house/rockingham-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/denis-murphy.md b/data/jurisdictions/us/states/nh/people/denis-murphy.md
index a85e28d445..7ee38ade11 100644
--- a/data/jurisdictions/us/states/nh/people/denis-murphy.md
+++ b/data/jurisdictions/us/states/nh/people/denis-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 11"
+represents: "us/states/nh/districts/house/cheshire-11"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 11 (NH State House of Representatives District Cheshire 11).
 
+Represents [NH State House of Representatives District Cheshire 11](/us/states/nh/districts/house/cheshire-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/denise-dede-poulin.md b/data/jurisdictions/us/states/nh/people/denise-dede-poulin.md
index 747ab2c7ff..5d65b8a736 100644
--- a/data/jurisdictions/us/states/nh/people/denise-dede-poulin.md
+++ b/data/jurisdictions/us/states/nh/people/denise-dede-poulin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 6"
+represents: "us/states/nh/districts/house/strafford-6"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 6 (NH State House of Representatives District Strafford 6).
 
+Represents [NH State House of Representatives District Strafford 6](/us/states/nh/districts/house/strafford-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/denise-ricciardi.md b/data/jurisdictions/us/states/nh/people/denise-ricciardi.md
index 90a4922a8f..a459043715 100644
--- a/data/jurisdictions/us/states/nh/people/denise-ricciardi.md
+++ b/data/jurisdictions/us/states/nh/people/denise-ricciardi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 9"
+represents: "us/states/nh/districts/senate/9"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 9 (NH State Senate District 9).
 
+Represents [NH State Senate District 9](/us/states/nh/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dennis-malloy.md b/data/jurisdictions/us/states/nh/people/dennis-malloy.md
index b2ecd7e4db..c9a73470f4 100644
--- a/data/jurisdictions/us/states/nh/people/dennis-malloy.md
+++ b/data/jurisdictions/us/states/nh/people/dennis-malloy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 24"
+represents: "us/states/nh/districts/house/rockingham-24"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 24 (NH State House of Representatives District Rockingham 24).
 
+Represents [NH State House of Representatives District Rockingham 24](/us/states/nh/districts/house/rockingham-24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dennis-mannion.md b/data/jurisdictions/us/states/nh/people/dennis-mannion.md
index 03d5888a32..fa9ed532f2 100644
--- a/data/jurisdictions/us/states/nh/people/dennis-mannion.md
+++ b/data/jurisdictions/us/states/nh/people/dennis-mannion.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 25"
+represents: "us/states/nh/districts/house/rockingham-25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 25 (NH State House of Representatives District Rockingham 25).
 
+Represents [NH State House of Representatives District Rockingham 25](/us/states/nh/districts/house/rockingham-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/diane-kelley.md b/data/jurisdictions/us/states/nh/people/diane-kelley.md
index 3913e24942..32bbf49427 100644
--- a/data/jurisdictions/us/states/nh/people/diane-kelley.md
+++ b/data/jurisdictions/us/states/nh/people/diane-kelley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 32"
+represents: "us/states/nh/districts/house/hillsborough-32"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 32 (NH State House of Representatives District Hillsborough 32).
 
+Represents [NH State House of Representatives District Hillsborough 32](/us/states/nh/districts/house/hillsborough-32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/diane-pauer.md b/data/jurisdictions/us/states/nh/people/diane-pauer.md
index a96ff3ef20..c1d75c76d5 100644
--- a/data/jurisdictions/us/states/nh/people/diane-pauer.md
+++ b/data/jurisdictions/us/states/nh/people/diane-pauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 36"
+represents: "us/states/nh/districts/house/hillsborough-36"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 36 (NH State House of Representatives District Hillsborough 36).
 
+Represents [NH State House of Representatives District Hillsborough 36](/us/states/nh/districts/house/hillsborough-36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dick-ames.md b/data/jurisdictions/us/states/nh/people/dick-ames.md
index 9654e65ffb..d2aa955bba 100644
--- a/data/jurisdictions/us/states/nh/people/dick-ames.md
+++ b/data/jurisdictions/us/states/nh/people/dick-ames.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 13"
+represents: "us/states/nh/districts/house/cheshire-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 13 (NH State House of Representatives District Cheshire 13).
 
+Represents [NH State House of Representatives District Cheshire 13](/us/states/nh/districts/house/cheshire-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dick-thackston.md b/data/jurisdictions/us/states/nh/people/dick-thackston.md
index 128424b01d..42a3255ef3 100644
--- a/data/jurisdictions/us/states/nh/people/dick-thackston.md
+++ b/data/jurisdictions/us/states/nh/people/dick-thackston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 12"
+represents: "us/states/nh/districts/house/cheshire-12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 12 (NH State House of Representatives District Cheshire 12).
 
+Represents [NH State House of Representatives District Cheshire 12](/us/states/nh/districts/house/cheshire-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dillon-dumont.md b/data/jurisdictions/us/states/nh/people/dillon-dumont.md
index 133c9c392d..65c5c60f3c 100644
--- a/data/jurisdictions/us/states/nh/people/dillon-dumont.md
+++ b/data/jurisdictions/us/states/nh/people/dillon-dumont.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 13"
+represents: "us/states/nh/districts/house/hillsborough-13"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 13 (NH State House of Representatives District Hillsborough 13).
 
+Represents [NH State House of Representatives District Hillsborough 13](/us/states/nh/districts/house/hillsborough-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/donald-mcfarlane.md b/data/jurisdictions/us/states/nh/people/donald-mcfarlane.md
index 09c1a14489..c8c91df49f 100644
--- a/data/jurisdictions/us/states/nh/people/donald-mcfarlane.md
+++ b/data/jurisdictions/us/states/nh/people/donald-mcfarlane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 18"
+represents: "us/states/nh/districts/house/grafton-18"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 18 (NH State House of Representatives District Grafton 18).
 
+Represents [NH State House of Representatives District Grafton 18](/us/states/nh/districts/house/grafton-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/donald-selby.md b/data/jurisdictions/us/states/nh/people/donald-selby.md
index 4eaba49cdf..5804175309 100644
--- a/data/jurisdictions/us/states/nh/people/donald-selby.md
+++ b/data/jurisdictions/us/states/nh/people/donald-selby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 9"
+represents: "us/states/nh/districts/house/rockingham-9"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 9 (NH State House of Representatives District Rockingham 9).
 
+Represents [NH State House of Representatives District Rockingham 9](/us/states/nh/districts/house/rockingham-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/donovan-fenton.md b/data/jurisdictions/us/states/nh/people/donovan-fenton.md
index 2af2dd1929..e2369ab69a 100644
--- a/data/jurisdictions/us/states/nh/people/donovan-fenton.md
+++ b/data/jurisdictions/us/states/nh/people/donovan-fenton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 10"
+represents: "us/states/nh/districts/senate/10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 10 (NH State Senate District 10).
 
+Represents [NH State Senate District 10](/us/states/nh/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/doug-thomas.md b/data/jurisdictions/us/states/nh/people/doug-thomas.md
index a7fd101cd7..1345e08d94 100644
--- a/data/jurisdictions/us/states/nh/people/doug-thomas.md
+++ b/data/jurisdictions/us/states/nh/people/doug-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 16"
+represents: "us/states/nh/districts/house/rockingham-16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 16 (NH State House of Representatives District Rockingham 16).
 
+Represents [NH State House of Representatives District Rockingham 16](/us/states/nh/districts/house/rockingham-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/douglas-trottier.md b/data/jurisdictions/us/states/nh/people/douglas-trottier.md
index 998a943224..2f15d8e705 100644
--- a/data/jurisdictions/us/states/nh/people/douglas-trottier.md
+++ b/data/jurisdictions/us/states/nh/people/douglas-trottier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 8"
+represents: "us/states/nh/districts/house/belknap-8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 8 (NH State House of Representatives District Belknap 8).
 
+Represents [NH State House of Representatives District Belknap 8](/us/states/nh/districts/house/belknap-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/dru-fox.md b/data/jurisdictions/us/states/nh/people/dru-fox.md
index a8e05bdf80..cc319c6f0d 100644
--- a/data/jurisdictions/us/states/nh/people/dru-fox.md
+++ b/data/jurisdictions/us/states/nh/people/dru-fox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 2"
+represents: "us/states/nh/districts/house/cheshire-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 2 (NH State House of Representatives District Cheshire 2).
 
+Represents [NH State House of Representatives District Cheshire 2](/us/states/nh/districts/house/cheshire-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/efstathia-booras.md b/data/jurisdictions/us/states/nh/people/efstathia-booras.md
index 889c0bf1d6..9a27f3b90f 100644
--- a/data/jurisdictions/us/states/nh/people/efstathia-booras.md
+++ b/data/jurisdictions/us/states/nh/people/efstathia-booras.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 8"
+represents: "us/states/nh/districts/house/hillsborough-8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 8 (NH State House of Representatives District Hillsborough 8).
 
+Represents [NH State House of Representatives District Hillsborough 8](/us/states/nh/districts/house/hillsborough-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/eileen-kelly.md b/data/jurisdictions/us/states/nh/people/eileen-kelly.md
index fb3f3e5747..cd979bc132 100644
--- a/data/jurisdictions/us/states/nh/people/eileen-kelly.md
+++ b/data/jurisdictions/us/states/nh/people/eileen-kelly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 8"
+represents: "us/states/nh/districts/house/merrimack-8"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 8 (NH State House of Representatives District Merrimack 8).
 
+Represents [NH State House of Representatives District Merrimack 8](/us/states/nh/districts/house/merrimack-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/eleana-colby.md b/data/jurisdictions/us/states/nh/people/eleana-colby.md
index 7dbd395af6..fa95abc991 100644
--- a/data/jurisdictions/us/states/nh/people/eleana-colby.md
+++ b/data/jurisdictions/us/states/nh/people/eleana-colby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 9"
+represents: "us/states/nh/districts/house/merrimack-9"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 9 (NH State House of Representatives District Merrimack 9).
 
+Represents [NH State House of Representatives District Merrimack 9](/us/states/nh/districts/house/merrimack-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ellen-read.md b/data/jurisdictions/us/states/nh/people/ellen-read.md
index 272a5e4f56..ee8f186fb9 100644
--- a/data/jurisdictions/us/states/nh/people/ellen-read.md
+++ b/data/jurisdictions/us/states/nh/people/ellen-read.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 10"
+represents: "us/states/nh/districts/house/rockingham-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 10 (NH State House of Representatives District Rockingham 10).
 
+Represents [NH State House of Representatives District Rockingham 10](/us/states/nh/districts/house/rockingham-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ellen-rockmore.md b/data/jurisdictions/us/states/nh/people/ellen-rockmore.md
index 678281766f..9aa3cffc5b 100644
--- a/data/jurisdictions/us/states/nh/people/ellen-rockmore.md
+++ b/data/jurisdictions/us/states/nh/people/ellen-rockmore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 12"
+represents: "us/states/nh/districts/house/grafton-12"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 12 (NH State House of Representatives District Grafton 12).
 
+Represents [NH State House of Representatives District Grafton 12](/us/states/nh/districts/house/grafton-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/eric-gallager.md b/data/jurisdictions/us/states/nh/people/eric-gallager.md
index 33fc99ff5d..47d0d7ec4b 100644
--- a/data/jurisdictions/us/states/nh/people/eric-gallager.md
+++ b/data/jurisdictions/us/states/nh/people/eric-gallager.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 20"
+represents: "us/states/nh/districts/house/merrimack-20"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 20 (NH State House of Representatives District Merrimack 20).
 
+Represents [NH State House of Representatives District Merrimack 20](/us/states/nh/districts/house/merrimack-20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/eric-turer.md b/data/jurisdictions/us/states/nh/people/eric-turer.md
index 4ba2263ff0..8248816311 100644
--- a/data/jurisdictions/us/states/nh/people/eric-turer.md
+++ b/data/jurisdictions/us/states/nh/people/eric-turer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 6"
+represents: "us/states/nh/districts/house/rockingham-6"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 6 (NH State House of Representatives District Rockingham 6).
 
+Represents [NH State House of Representatives District Rockingham 6](/us/states/nh/districts/house/rockingham-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/erica-de-vries.md b/data/jurisdictions/us/states/nh/people/erica-de-vries.md
index 194fe2455e..087d7fafac 100644
--- a/data/jurisdictions/us/states/nh/people/erica-de-vries.md
+++ b/data/jurisdictions/us/states/nh/people/erica-de-vries.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 29"
+represents: "us/states/nh/districts/house/rockingham-29"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 29 (NH State House of Representatives District Rockingham 29).
 
+Represents [NH State House of Representatives District Rockingham 29](/us/states/nh/districts/house/rockingham-29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/erica-layon.md b/data/jurisdictions/us/states/nh/people/erica-layon.md
index 823371468d..7085228444 100644
--- a/data/jurisdictions/us/states/nh/people/erica-layon.md
+++ b/data/jurisdictions/us/states/nh/people/erica-layon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 13"
+represents: "us/states/nh/districts/house/rockingham-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 13 (NH State House of Representatives District Rockingham 13).
 
+Represents [NH State House of Representatives District Rockingham 13](/us/states/nh/districts/house/rockingham-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/erik-johnson.md b/data/jurisdictions/us/states/nh/people/erik-johnson.md
index 1a872e8b67..c85fcc2289 100644
--- a/data/jurisdictions/us/states/nh/people/erik-johnson.md
+++ b/data/jurisdictions/us/states/nh/people/erik-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 11"
+represents: "us/states/nh/districts/house/strafford-11"
 tenure:
   start: "2024-03-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 11 (NH State House of Representatives District Strafford 11).
 
+Represents [NH State House of Representatives District Strafford 11](/us/states/nh/districts/house/strafford-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/erin-kerwin.md b/data/jurisdictions/us/states/nh/people/erin-kerwin.md
index 9769d0b99b..5c3bd5c0d3 100644
--- a/data/jurisdictions/us/states/nh/people/erin-kerwin.md
+++ b/data/jurisdictions/us/states/nh/people/erin-kerwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 40"
+represents: "us/states/nh/districts/house/hillsborough-40"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 40 (NH State House of Representatives District Hillsborough 40).
 
+Represents [NH State House of Representatives District Hillsborough 40](/us/states/nh/districts/house/hillsborough-40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ernesto-gonzalez.md b/data/jurisdictions/us/states/nh/people/ernesto-gonzalez.md
index 25a4a8bf8d..484ed70af7 100644
--- a/data/jurisdictions/us/states/nh/people/ernesto-gonzalez.md
+++ b/data/jurisdictions/us/states/nh/people/ernesto-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 3"
+represents: "us/states/nh/districts/house/merrimack-3"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 3 (NH State House of Representatives District Merrimack 3).
 
+Represents [NH State House of Representatives District Merrimack 3](/us/states/nh/districts/house/merrimack-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/fred-davis.md b/data/jurisdictions/us/states/nh/people/fred-davis.md
index fe9375beff..cf314bd72d 100644
--- a/data/jurisdictions/us/states/nh/people/fred-davis.md
+++ b/data/jurisdictions/us/states/nh/people/fred-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 3"
+represents: "us/states/nh/districts/house/hillsborough-3"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 3 (NH State House of Representatives District Hillsborough 3).
 
+Represents [NH State House of Representatives District Hillsborough 3](/us/states/nh/districts/house/hillsborough-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/gaby-grossman.md b/data/jurisdictions/us/states/nh/people/gaby-grossman.md
index 7a4d146d7c..ed5df41b14 100644
--- a/data/jurisdictions/us/states/nh/people/gaby-grossman.md
+++ b/data/jurisdictions/us/states/nh/people/gaby-grossman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 11"
+represents: "us/states/nh/districts/house/rockingham-11"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 11 (NH State House of Representatives District Rockingham 11).
 
+Represents [NH State House of Representatives District Rockingham 11](/us/states/nh/districts/house/rockingham-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/gary-daniels.md b/data/jurisdictions/us/states/nh/people/gary-daniels.md
index 9fb82f917f..32039a9af0 100644
--- a/data/jurisdictions/us/states/nh/people/gary-daniels.md
+++ b/data/jurisdictions/us/states/nh/people/gary-daniels.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 43"
+represents: "us/states/nh/districts/house/hillsborough-43"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 43 (NH State House of Representatives District Hillsborough 43).
 
+Represents [NH State House of Representatives District Hillsborough 43](/us/states/nh/districts/house/hillsborough-43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/gary-gilmore.md b/data/jurisdictions/us/states/nh/people/gary-gilmore.md
index 4927085c4f..2da7a5c66b 100644
--- a/data/jurisdictions/us/states/nh/people/gary-gilmore.md
+++ b/data/jurisdictions/us/states/nh/people/gary-gilmore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 16"
+represents: "us/states/nh/districts/house/strafford-16"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 16 (NH State House of Representatives District Strafford 16).
 
+Represents [NH State House of Representatives District Strafford 16](/us/states/nh/districts/house/strafford-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/gary-woods.md b/data/jurisdictions/us/states/nh/people/gary-woods.md
index 2df11d9547..98c7ee2c24 100644
--- a/data/jurisdictions/us/states/nh/people/gary-woods.md
+++ b/data/jurisdictions/us/states/nh/people/gary-woods.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 30"
+represents: "us/states/nh/districts/house/merrimack-30"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 30 (NH State House of Representatives District Merrimack 30).
 
+Represents [NH State House of Representatives District Merrimack 30](/us/states/nh/districts/house/merrimack-30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/geoff-smith.md b/data/jurisdictions/us/states/nh/people/geoff-smith.md
index 59f233a559..f8a799af18 100644
--- a/data/jurisdictions/us/states/nh/people/geoff-smith.md
+++ b/data/jurisdictions/us/states/nh/people/geoff-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 21"
+represents: "us/states/nh/districts/house/strafford-21"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 21 (NH State House of Representatives District Strafford 21).
 
+Represents [NH State House of Representatives District Strafford 21](/us/states/nh/districts/house/strafford-21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/george-grant.md b/data/jurisdictions/us/states/nh/people/george-grant.md
index b5cda4455e..a1a18e25a6 100644
--- a/data/jurisdictions/us/states/nh/people/george-grant.md
+++ b/data/jurisdictions/us/states/nh/people/george-grant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 5"
+represents: "us/states/nh/districts/house/sullivan-5"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 5 (NH State House of Representatives District Sullivan 5).
 
+Represents [NH State House of Representatives District Sullivan 5](/us/states/nh/districts/house/sullivan-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/george-sykes.md b/data/jurisdictions/us/states/nh/people/george-sykes.md
index 33db6ac025..3c466fed02 100644
--- a/data/jurisdictions/us/states/nh/people/george-sykes.md
+++ b/data/jurisdictions/us/states/nh/people/george-sykes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 14"
+represents: "us/states/nh/districts/house/grafton-14"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 14 (NH State House of Representatives District Grafton 14).
 
+Represents [NH State House of Representatives District Grafton 14](/us/states/nh/districts/house/grafton-14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/gerry-griffin.md b/data/jurisdictions/us/states/nh/people/gerry-griffin.md
index 8e3c9601f3..4d8ff4e7e8 100644
--- a/data/jurisdictions/us/states/nh/people/gerry-griffin.md
+++ b/data/jurisdictions/us/states/nh/people/gerry-griffin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 42"
+represents: "us/states/nh/districts/house/hillsborough-42"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 42 (NH State House of Representatives District Hillsborough 42).
 
+Represents [NH State House of Representatives District Hillsborough 42](/us/states/nh/districts/house/hillsborough-42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/gerry-ward.md b/data/jurisdictions/us/states/nh/people/gerry-ward.md
index ca2641319c..5c907ec9cd 100644
--- a/data/jurisdictions/us/states/nh/people/gerry-ward.md
+++ b/data/jurisdictions/us/states/nh/people/gerry-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 27"
+represents: "us/states/nh/districts/house/rockingham-27"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 27 (NH State House of Representatives District Rockingham 27).
 
+Represents [NH State House of Representatives District Rockingham 27](/us/states/nh/districts/house/rockingham-27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/glen-aldrich.md b/data/jurisdictions/us/states/nh/people/glen-aldrich.md
index 824f75ea12..d8fc3db764 100644
--- a/data/jurisdictions/us/states/nh/people/glen-aldrich.md
+++ b/data/jurisdictions/us/states/nh/people/glen-aldrich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 6"
+represents: "us/states/nh/districts/house/belknap-6"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 6 (NH State House of Representatives District Belknap 6).
 
+Represents [NH State House of Representatives District Belknap 6](/us/states/nh/districts/house/belknap-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/glenn-bailey.md b/data/jurisdictions/us/states/nh/people/glenn-bailey.md
index df005ac553..98991c50d8 100644
--- a/data/jurisdictions/us/states/nh/people/glenn-bailey.md
+++ b/data/jurisdictions/us/states/nh/people/glenn-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 2"
+represents: "us/states/nh/districts/house/strafford-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 2 (NH State House of Representatives District Strafford 2).
 
+Represents [NH State House of Representatives District Strafford 2](/us/states/nh/districts/house/strafford-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/greg-hill.md b/data/jurisdictions/us/states/nh/people/greg-hill.md
index 7084f1c793..0470a5c830 100644
--- a/data/jurisdictions/us/states/nh/people/greg-hill.md
+++ b/data/jurisdictions/us/states/nh/people/greg-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 2"
+represents: "us/states/nh/districts/house/merrimack-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 2 (NH State House of Representatives District Merrimack 2).
 
+Represents [NH State House of Representatives District Merrimack 2](/us/states/nh/districts/house/merrimack-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/greg-sargent.md b/data/jurisdictions/us/states/nh/people/greg-sargent.md
index 2d415fc9ec..ed309583f5 100644
--- a/data/jurisdictions/us/states/nh/people/greg-sargent.md
+++ b/data/jurisdictions/us/states/nh/people/greg-sargent.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 7"
+represents: "us/states/nh/districts/house/merrimack-7"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 7 (NH State House of Representatives District Merrimack 7).
 
+Represents [NH State House of Representatives District Merrimack 7](/us/states/nh/districts/house/merrimack-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/heath-howard.md b/data/jurisdictions/us/states/nh/people/heath-howard.md
index 771fb7f6cc..2badc33aa2 100644
--- a/data/jurisdictions/us/states/nh/people/heath-howard.md
+++ b/data/jurisdictions/us/states/nh/people/heath-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 4"
+represents: "us/states/nh/districts/house/strafford-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 4 (NH State House of Representatives District Strafford 4).
 
+Represents [NH State House of Representatives District Strafford 4](/us/states/nh/districts/house/strafford-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/heather-baldwin.md b/data/jurisdictions/us/states/nh/people/heather-baldwin.md
index d9073f6e2d..1500c1e8a3 100644
--- a/data/jurisdictions/us/states/nh/people/heather-baldwin.md
+++ b/data/jurisdictions/us/states/nh/people/heather-baldwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 4"
+represents: "us/states/nh/districts/house/grafton-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 4 (NH State House of Representatives District Grafton 4).
 
+Represents [NH State House of Representatives District Grafton 4](/us/states/nh/districts/house/grafton-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/heather-raymond.md b/data/jurisdictions/us/states/nh/people/heather-raymond.md
index ccca80c060..50950138e9 100644
--- a/data/jurisdictions/us/states/nh/people/heather-raymond.md
+++ b/data/jurisdictions/us/states/nh/people/heather-raymond.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 5"
+represents: "us/states/nh/districts/house/hillsborough-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 5 (NH State House of Representatives District Hillsborough 5).
 
+Represents [NH State House of Representatives District Hillsborough 5](/us/states/nh/districts/house/hillsborough-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/henry-giasson.md b/data/jurisdictions/us/states/nh/people/henry-giasson.md
index 6e495ab2a6..730a17a826 100644
--- a/data/jurisdictions/us/states/nh/people/henry-giasson.md
+++ b/data/jurisdictions/us/states/nh/people/henry-giasson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 29"
+represents: "us/states/nh/districts/house/hillsborough-29"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 29 (NH State House of Representatives District Hillsborough 29).
 
+Represents [NH State House of Representatives District Hillsborough 29](/us/states/nh/districts/house/hillsborough-29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/hope-damon.md b/data/jurisdictions/us/states/nh/people/hope-damon.md
index fb9dc4b3ad..161968aeba 100644
--- a/data/jurisdictions/us/states/nh/people/hope-damon.md
+++ b/data/jurisdictions/us/states/nh/people/hope-damon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 8"
+represents: "us/states/nh/districts/house/sullivan-8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 8 (NH State House of Representatives District Sullivan 8).
 
+Represents [NH State House of Representatives District Sullivan 8](/us/states/nh/districts/house/sullivan-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/howard-pearl.md b/data/jurisdictions/us/states/nh/people/howard-pearl.md
index 886be16597..d5cc707054 100644
--- a/data/jurisdictions/us/states/nh/people/howard-pearl.md
+++ b/data/jurisdictions/us/states/nh/people/howard-pearl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 17"
+represents: "us/states/nh/districts/senate/17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 17 (NH State Senate District 17).
 
+Represents [NH State Senate District 17](/us/states/nh/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/j-d-bernardy.md b/data/jurisdictions/us/states/nh/people/j-d-bernardy.md
index 1220a70fcd..3111f19a5d 100644
--- a/data/jurisdictions/us/states/nh/people/j-d-bernardy.md
+++ b/data/jurisdictions/us/states/nh/people/j-d-bernardy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 36"
+represents: "us/states/nh/districts/house/rockingham-36"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 36 (NH State House of Representatives District Rockingham 36).
 
+Represents [NH State House of Representatives District Rockingham 36](/us/states/nh/districts/house/rockingham-36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jaci-grote.md b/data/jurisdictions/us/states/nh/people/jaci-grote.md
index 02421597f7..16610083c8 100644
--- a/data/jurisdictions/us/states/nh/people/jaci-grote.md
+++ b/data/jurisdictions/us/states/nh/people/jaci-grote.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 24"
+represents: "us/states/nh/districts/house/rockingham-24"
 tenure:
   start: "2018-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 24 (NH State House of Representatives District Rockingham 24).
 
+Represents [NH State House of Representatives District Rockingham 24](/us/states/nh/districts/house/rockingham-24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jack-flanagan.md b/data/jurisdictions/us/states/nh/people/jack-flanagan.md
index 9db47428dd..19bc4ba0a3 100644
--- a/data/jurisdictions/us/states/nh/people/jack-flanagan.md
+++ b/data/jurisdictions/us/states/nh/people/jack-flanagan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 45"
+represents: "us/states/nh/districts/house/hillsborough-45"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 45 (NH State House of Representatives District Hillsborough 45).
 
+Represents [NH State House of Representatives District Hillsborough 45](/us/states/nh/districts/house/hillsborough-45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/james-gray.md b/data/jurisdictions/us/states/nh/people/james-gray.md
index d4e836dbbc..35f0a3822e 100644
--- a/data/jurisdictions/us/states/nh/people/james-gray.md
+++ b/data/jurisdictions/us/states/nh/people/james-gray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 6"
+represents: "us/states/nh/districts/senate/6"
 tenure:
   start: "2016-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 6 (NH State Senate District 6).
 
+Represents [NH State Senate District 6](/us/states/nh/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/james-newsom.md b/data/jurisdictions/us/states/nh/people/james-newsom.md
index 2196cf167b..03e591daca 100644
--- a/data/jurisdictions/us/states/nh/people/james-newsom.md
+++ b/data/jurisdictions/us/states/nh/people/james-newsom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 9"
+represents: "us/states/nh/districts/house/merrimack-9"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 9 (NH State House of Representatives District Merrimack 9).
 
+Represents [NH State House of Representatives District Merrimack 9](/us/states/nh/districts/house/merrimack-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/james-roesener.md b/data/jurisdictions/us/states/nh/people/james-roesener.md
index 87fca329dc..9efe145587 100644
--- a/data/jurisdictions/us/states/nh/people/james-roesener.md
+++ b/data/jurisdictions/us/states/nh/people/james-roesener.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 22"
+represents: "us/states/nh/districts/house/merrimack-22"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 22 (NH State House of Representatives District Merrimack 22).
 
+Represents [NH State House of Representatives District Merrimack 22](/us/states/nh/districts/house/merrimack-22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/james-thibault.md b/data/jurisdictions/us/states/nh/people/james-thibault.md
index 937f3e389e..52fb465b70 100644
--- a/data/jurisdictions/us/states/nh/people/james-thibault.md
+++ b/data/jurisdictions/us/states/nh/people/james-thibault.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 25"
+represents: "us/states/nh/districts/house/merrimack-25"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 25 (NH State House of Representatives District Merrimack 25).
 
+Represents [NH State House of Representatives District Merrimack 25](/us/states/nh/districts/house/merrimack-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/james-tierney.md b/data/jurisdictions/us/states/nh/people/james-tierney.md
index 3229a698c5..2ed0f034c3 100644
--- a/data/jurisdictions/us/states/nh/people/james-tierney.md
+++ b/data/jurisdictions/us/states/nh/people/james-tierney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Coos 1"
+represents: "us/states/nh/districts/house/coos-1"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Coos 1 (NH State House of Representatives District Coos 1).
 
+Represents [NH State House of Representatives District Coos 1](/us/states/nh/districts/house/coos-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/janet-lucas.md b/data/jurisdictions/us/states/nh/people/janet-lucas.md
index a03498b1f2..de81f28cf8 100644
--- a/data/jurisdictions/us/states/nh/people/janet-lucas.md
+++ b/data/jurisdictions/us/states/nh/people/janet-lucas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 7"
+represents: "us/states/nh/districts/house/grafton-7"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 7 (NH State House of Representatives District Grafton 7).
 
+Represents [NH State House of Representatives District Grafton 7](/us/states/nh/districts/house/grafton-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/janet-wall.md b/data/jurisdictions/us/states/nh/people/janet-wall.md
index 4754ca1e7e..15beddb07f 100644
--- a/data/jurisdictions/us/states/nh/people/janet-wall.md
+++ b/data/jurisdictions/us/states/nh/people/janet-wall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 11"
+represents: "us/states/nh/districts/house/strafford-11"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 11 (NH State House of Representatives District Strafford 11).
 
+Represents [NH State House of Representatives District Strafford 11](/us/states/nh/districts/house/strafford-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jared-sullivan.md b/data/jurisdictions/us/states/nh/people/jared-sullivan.md
index eac6b10bf8..c70b832f10 100644
--- a/data/jurisdictions/us/states/nh/people/jared-sullivan.md
+++ b/data/jurisdictions/us/states/nh/people/jared-sullivan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 2"
+represents: "us/states/nh/districts/house/grafton-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 2 (NH State House of Representatives District Grafton 2).
 
+Represents [NH State House of Representatives District Grafton 2](/us/states/nh/districts/house/grafton-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jason-osborne.md b/data/jurisdictions/us/states/nh/people/jason-osborne.md
index d4ed311f78..a0e2031cd1 100644
--- a/data/jurisdictions/us/states/nh/people/jason-osborne.md
+++ b/data/jurisdictions/us/states/nh/people/jason-osborne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 2"
+represents: "us/states/nh/districts/house/rockingham-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 2 (NH State House of Representatives District Rockingham 2).
 
+Represents [NH State House of Representatives District Rockingham 2](/us/states/nh/districts/house/rockingham-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jay-markell.md b/data/jurisdictions/us/states/nh/people/jay-markell.md
index 8af9619a1b..aed477124e 100644
--- a/data/jurisdictions/us/states/nh/people/jay-markell.md
+++ b/data/jurisdictions/us/states/nh/people/jay-markell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 18"
+represents: "us/states/nh/districts/house/rockingham-18"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 18 (NH State House of Representatives District Rockingham 18).
 
+Represents [NH State House of Representatives District Rockingham 18](/us/states/nh/districts/house/rockingham-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jean-jeudy.md b/data/jurisdictions/us/states/nh/people/jean-jeudy.md
index c19dfb2e78..08ca69b7c8 100644
--- a/data/jurisdictions/us/states/nh/people/jean-jeudy.md
+++ b/data/jurisdictions/us/states/nh/people/jean-jeudy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 23"
+represents: "us/states/nh/districts/house/hillsborough-23"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 23 (NH State House of Representatives District Hillsborough 23).
 
+Represents [NH State House of Representatives District Hillsborough 23](/us/states/nh/districts/house/hillsborough-23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jeanine-notter.md b/data/jurisdictions/us/states/nh/people/jeanine-notter.md
index 09030c93e5..ee4b55be6f 100644
--- a/data/jurisdictions/us/states/nh/people/jeanine-notter.md
+++ b/data/jurisdictions/us/states/nh/people/jeanine-notter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 12"
+represents: "us/states/nh/districts/house/hillsborough-12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 12 (NH State House of Representatives District Hillsborough 12).
 
+Represents [NH State House of Representatives District Hillsborough 12](/us/states/nh/districts/house/hillsborough-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jeff-tenczar.md b/data/jurisdictions/us/states/nh/people/jeff-tenczar.md
index 0756abc1d8..5eeb5e90ce 100644
--- a/data/jurisdictions/us/states/nh/people/jeff-tenczar.md
+++ b/data/jurisdictions/us/states/nh/people/jeff-tenczar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 1"
+represents: "us/states/nh/districts/house/hillsborough-1"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 1 (NH State House of Representatives District Hillsborough 1).
 
+Represents [NH State House of Representatives District Hillsborough 1](/us/states/nh/districts/house/hillsborough-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jennifer-mandelbaum.md b/data/jurisdictions/us/states/nh/people/jennifer-mandelbaum.md
index cc285d2af9..71b8f762ca 100644
--- a/data/jurisdictions/us/states/nh/people/jennifer-mandelbaum.md
+++ b/data/jurisdictions/us/states/nh/people/jennifer-mandelbaum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 21"
+represents: "us/states/nh/districts/house/rockingham-21"
 tenure:
   start: "2024-03-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 21 (NH State House of Representatives District Rockingham 21).
 
+Represents [NH State House of Representatives District Rockingham 21](/us/states/nh/districts/house/rockingham-21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jennifer-rhodes.md b/data/jurisdictions/us/states/nh/people/jennifer-rhodes.md
index 1199099484..bc2751d4eb 100644
--- a/data/jurisdictions/us/states/nh/people/jennifer-rhodes.md
+++ b/data/jurisdictions/us/states/nh/people/jennifer-rhodes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 17"
+represents: "us/states/nh/districts/house/cheshire-17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 17 (NH State House of Representatives District Cheshire 17).
 
+Represents [NH State House of Representatives District Cheshire 17](/us/states/nh/districts/house/cheshire-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jeremy-slottje.md b/data/jurisdictions/us/states/nh/people/jeremy-slottje.md
index 91f39a439e..8129f043a3 100644
--- a/data/jurisdictions/us/states/nh/people/jeremy-slottje.md
+++ b/data/jurisdictions/us/states/nh/people/jeremy-slottje.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 13"
+represents: "us/states/nh/districts/house/hillsborough-13"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 13 (NH State House of Representatives District Hillsborough 13).
 
+Represents [NH State House of Representatives District Hillsborough 13](/us/states/nh/districts/house/hillsborough-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jerry-stringham.md b/data/jurisdictions/us/states/nh/people/jerry-stringham.md
index 81e282f318..9dab854bbb 100644
--- a/data/jurisdictions/us/states/nh/people/jerry-stringham.md
+++ b/data/jurisdictions/us/states/nh/people/jerry-stringham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 3"
+represents: "us/states/nh/districts/house/grafton-3"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 3 (NH State House of Representatives District Grafton 3).
 
+Represents [NH State House of Representatives District Grafton 3](/us/states/nh/districts/house/grafton-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jess-edwards.md b/data/jurisdictions/us/states/nh/people/jess-edwards.md
index 6f419a0a0e..07ea38fe11 100644
--- a/data/jurisdictions/us/states/nh/people/jess-edwards.md
+++ b/data/jurisdictions/us/states/nh/people/jess-edwards.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 31"
+represents: "us/states/nh/districts/house/rockingham-31"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 31 (NH State House of Representatives District Rockingham 31).
 
+Represents [NH State House of Representatives District Rockingham 31](/us/states/nh/districts/house/rockingham-31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jessica-grill.md b/data/jurisdictions/us/states/nh/people/jessica-grill.md
index 92bfc26392..2e80303f2f 100644
--- a/data/jurisdictions/us/states/nh/people/jessica-grill.md
+++ b/data/jurisdictions/us/states/nh/people/jessica-grill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 18"
+represents: "us/states/nh/districts/house/hillsborough-18"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 18 (NH State House of Representatives District Hillsborough 18).
 
+Represents [NH State House of Representatives District Hillsborough 18](/us/states/nh/districts/house/hillsborough-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jessica-lamontagne.md b/data/jurisdictions/us/states/nh/people/jessica-lamontagne.md
index 8c1e4c43e6..51f5931517 100644
--- a/data/jurisdictions/us/states/nh/people/jessica-lamontagne.md
+++ b/data/jurisdictions/us/states/nh/people/jessica-lamontagne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 17"
+represents: "us/states/nh/districts/house/strafford-17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 17 (NH State House of Representatives District Strafford 17).
 
+Represents [NH State House of Representatives District Strafford 17](/us/states/nh/districts/house/strafford-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-creighton.md b/data/jurisdictions/us/states/nh/people/jim-creighton.md
index 0d7a378a47..dc4f1a2ce8 100644
--- a/data/jurisdictions/us/states/nh/people/jim-creighton.md
+++ b/data/jurisdictions/us/states/nh/people/jim-creighton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 30"
+represents: "us/states/nh/districts/house/hillsborough-30"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 30 (NH State House of Representatives District Hillsborough 30).
 
+Represents [NH State House of Representatives District Hillsborough 30](/us/states/nh/districts/house/hillsborough-30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-fedolfi.md b/data/jurisdictions/us/states/nh/people/jim-fedolfi.md
index 020b5ef069..d46e3fe5d0 100644
--- a/data/jurisdictions/us/states/nh/people/jim-fedolfi.md
+++ b/data/jurisdictions/us/states/nh/people/jim-fedolfi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 30"
+represents: "us/states/nh/districts/house/hillsborough-30"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 30 (NH State House of Representatives District Hillsborough 30).
 
+Represents [NH State House of Representatives District Hillsborough 30](/us/states/nh/districts/house/hillsborough-30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-gruber.md b/data/jurisdictions/us/states/nh/people/jim-gruber.md
index 614a07f8c8..21501120c8 100644
--- a/data/jurisdictions/us/states/nh/people/jim-gruber.md
+++ b/data/jurisdictions/us/states/nh/people/jim-gruber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 16"
+represents: "us/states/nh/districts/house/cheshire-16"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 16 (NH State House of Representatives District Cheshire 16).
 
+Represents [NH State House of Representatives District Cheshire 16](/us/states/nh/districts/house/cheshire-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-guzofski.md b/data/jurisdictions/us/states/nh/people/jim-guzofski.md
index 3970cc0cb4..ec93fa09bb 100644
--- a/data/jurisdictions/us/states/nh/people/jim-guzofski.md
+++ b/data/jurisdictions/us/states/nh/people/jim-guzofski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 1"
+represents: "us/states/nh/districts/house/rockingham-1"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 1 (NH State House of Representatives District Rockingham 1).
 
+Represents [NH State House of Representatives District Rockingham 1](/us/states/nh/districts/house/rockingham-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-kofalt.md b/data/jurisdictions/us/states/nh/people/jim-kofalt.md
index 28a6ff7c16..c9c0750eaf 100644
--- a/data/jurisdictions/us/states/nh/people/jim-kofalt.md
+++ b/data/jurisdictions/us/states/nh/people/jim-kofalt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 32"
+represents: "us/states/nh/districts/house/hillsborough-32"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 32 (NH State House of Representatives District Hillsborough 32).
 
+Represents [NH State House of Representatives District Hillsborough 32](/us/states/nh/districts/house/hillsborough-32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-mackay.md b/data/jurisdictions/us/states/nh/people/jim-mackay.md
index 4ef581e385..9d5c7c4816 100644
--- a/data/jurisdictions/us/states/nh/people/jim-mackay.md
+++ b/data/jurisdictions/us/states/nh/people/jim-mackay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 18"
+represents: "us/states/nh/districts/house/merrimack-18"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 18 (NH State House of Representatives District Merrimack 18).
 
+Represents [NH State House of Representatives District Merrimack 18](/us/states/nh/districts/house/merrimack-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-maggiore.md b/data/jurisdictions/us/states/nh/people/jim-maggiore.md
index b4b5c57206..4d294e3b3c 100644
--- a/data/jurisdictions/us/states/nh/people/jim-maggiore.md
+++ b/data/jurisdictions/us/states/nh/people/jim-maggiore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 23"
+represents: "us/states/nh/districts/house/rockingham-23"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 23 (NH State House of Representatives District Rockingham 23).
 
+Represents [NH State House of Representatives District Rockingham 23](/us/states/nh/districts/house/rockingham-23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-qualey.md b/data/jurisdictions/us/states/nh/people/jim-qualey.md
index 213570c5ff..08f40dabdb 100644
--- a/data/jurisdictions/us/states/nh/people/jim-qualey.md
+++ b/data/jurisdictions/us/states/nh/people/jim-qualey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 18"
+represents: "us/states/nh/districts/house/cheshire-18"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 18 (NH State House of Representatives District Cheshire 18).
 
+Represents [NH State House of Representatives District Cheshire 18](/us/states/nh/districts/house/cheshire-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-snodgrass.md b/data/jurisdictions/us/states/nh/people/jim-snodgrass.md
index 23620587ab..8f070609d1 100644
--- a/data/jurisdictions/us/states/nh/people/jim-snodgrass.md
+++ b/data/jurisdictions/us/states/nh/people/jim-snodgrass.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 28"
+represents: "us/states/nh/districts/house/merrimack-28"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 28 (NH State House of Representatives District Merrimack 28).
 
+Represents [NH State House of Representatives District Merrimack 28](/us/states/nh/districts/house/merrimack-28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-spillane.md b/data/jurisdictions/us/states/nh/people/jim-spillane.md
index 29c3df0bdb..ab6e19bee0 100644
--- a/data/jurisdictions/us/states/nh/people/jim-spillane.md
+++ b/data/jurisdictions/us/states/nh/people/jim-spillane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 2"
+represents: "us/states/nh/districts/house/rockingham-2"
 tenure:
   start: "2014-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 2 (NH State House of Representatives District Rockingham 2).
 
+Represents [NH State House of Representatives District Rockingham 2](/us/states/nh/districts/house/rockingham-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jim-summers.md b/data/jurisdictions/us/states/nh/people/jim-summers.md
index f295374935..19f5967b94 100644
--- a/data/jurisdictions/us/states/nh/people/jim-summers.md
+++ b/data/jurisdictions/us/states/nh/people/jim-summers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 20"
+represents: "us/states/nh/districts/house/rockingham-20"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 20 (NH State House of Representatives District Rockingham 20).
 
+Represents [NH State House of Representatives District Rockingham 20](/us/states/nh/districts/house/rockingham-20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jodi-nelson.md b/data/jurisdictions/us/states/nh/people/jodi-nelson.md
index bb2ee7ea54..46ec813ee9 100644
--- a/data/jurisdictions/us/states/nh/people/jodi-nelson.md
+++ b/data/jurisdictions/us/states/nh/people/jodi-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 13"
+represents: "us/states/nh/districts/house/rockingham-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 13 (NH State House of Representatives District Rockingham 13).
 
+Represents [NH State House of Representatives District Rockingham 13](/us/states/nh/districts/house/rockingham-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jodi-newell.md b/data/jurisdictions/us/states/nh/people/jodi-newell.md
index 3e4b49acba..5ef19d6c6d 100644
--- a/data/jurisdictions/us/states/nh/people/jodi-newell.md
+++ b/data/jurisdictions/us/states/nh/people/jodi-newell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 4"
+represents: "us/states/nh/districts/house/cheshire-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 4 (NH State House of Representatives District Cheshire 4).
 
+Represents [NH State House of Representatives District Cheshire 4](/us/states/nh/districts/house/cheshire-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/joe-alexander.md b/data/jurisdictions/us/states/nh/people/joe-alexander.md
index 07f0a2d307..ed36fa964c 100644
--- a/data/jurisdictions/us/states/nh/people/joe-alexander.md
+++ b/data/jurisdictions/us/states/nh/people/joe-alexander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 29"
+represents: "us/states/nh/districts/house/hillsborough-29"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 29 (NH State House of Representatives District Hillsborough 29).
 
+Represents [NH State House of Representatives District Hillsborough 29](/us/states/nh/districts/house/hillsborough-29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/joe-guthrie.md b/data/jurisdictions/us/states/nh/people/joe-guthrie.md
index 61d7d6b96b..6f6cff14bd 100644
--- a/data/jurisdictions/us/states/nh/people/joe-guthrie.md
+++ b/data/jurisdictions/us/states/nh/people/joe-guthrie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 15"
+represents: "us/states/nh/districts/house/rockingham-15"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 15 (NH State House of Representatives District Rockingham 15).
 
+Represents [NH State House of Representatives District Rockingham 15](/us/states/nh/districts/house/rockingham-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/joe-hamblen.md b/data/jurisdictions/us/states/nh/people/joe-hamblen.md
index 4ebe6d1bc4..f0dc7f5e99 100644
--- a/data/jurisdictions/us/states/nh/people/joe-hamblen.md
+++ b/data/jurisdictions/us/states/nh/people/joe-hamblen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 3"
+represents: "us/states/nh/districts/house/carroll-3"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 3 (NH State House of Representatives District Carroll 3).
 
+Represents [NH State House of Representatives District Carroll 3](/us/states/nh/districts/house/carroll-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/joe-sweeney.md b/data/jurisdictions/us/states/nh/people/joe-sweeney.md
index 8e34767c2f..8e1accc184 100644
--- a/data/jurisdictions/us/states/nh/people/joe-sweeney.md
+++ b/data/jurisdictions/us/states/nh/people/joe-sweeney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 25"
+represents: "us/states/nh/districts/house/rockingham-25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 25 (NH State House of Representatives District Rockingham 25).
 
+Represents [NH State House of Representatives District Rockingham 25](/us/states/nh/districts/house/rockingham-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-cloutier.md b/data/jurisdictions/us/states/nh/people/john-cloutier.md
index 51e0771cd4..ed30be5625 100644
--- a/data/jurisdictions/us/states/nh/people/john-cloutier.md
+++ b/data/jurisdictions/us/states/nh/people/john-cloutier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 6"
+represents: "us/states/nh/districts/house/sullivan-6"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 6 (NH State House of Representatives District Sullivan 6).
 
+Represents [NH State House of Representatives District Sullivan 6](/us/states/nh/districts/house/sullivan-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-hunt.md b/data/jurisdictions/us/states/nh/people/john-hunt.md
index 53a829b026..bf4d47af7b 100644
--- a/data/jurisdictions/us/states/nh/people/john-hunt.md
+++ b/data/jurisdictions/us/states/nh/people/john-hunt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 14"
+represents: "us/states/nh/districts/house/cheshire-14"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 14 (NH State House of Representatives District Cheshire 14).
 
+Represents [NH State House of Representatives District Cheshire 14](/us/states/nh/districts/house/cheshire-14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-janigian.md b/data/jurisdictions/us/states/nh/people/john-janigian.md
index c9f6aeb666..171f138608 100644
--- a/data/jurisdictions/us/states/nh/people/john-janigian.md
+++ b/data/jurisdictions/us/states/nh/people/john-janigian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 25"
+represents: "us/states/nh/districts/house/rockingham-25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 25 (NH State House of Representatives District Rockingham 25).
 
+Represents [NH State House of Representatives District Rockingham 25](/us/states/nh/districts/house/rockingham-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-larochelle.md b/data/jurisdictions/us/states/nh/people/john-larochelle.md
index 89f3f4cb69..a05a3ace75 100644
--- a/data/jurisdictions/us/states/nh/people/john-larochelle.md
+++ b/data/jurisdictions/us/states/nh/people/john-larochelle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 19"
+represents: "us/states/nh/districts/house/strafford-19"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 19 (NH State House of Representatives District Strafford 19).
 
+Represents [NH State House of Representatives District Strafford 19](/us/states/nh/districts/house/strafford-19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-leavitt.md b/data/jurisdictions/us/states/nh/people/john-leavitt.md
index 953286f1cb..b032fcb8a1 100644
--- a/data/jurisdictions/us/states/nh/people/john-leavitt.md
+++ b/data/jurisdictions/us/states/nh/people/john-leavitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 10"
+represents: "us/states/nh/districts/house/merrimack-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 10 (NH State House of Representatives District Merrimack 10).
 
+Represents [NH State House of Representatives District Merrimack 10](/us/states/nh/districts/house/merrimack-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-macdonald.md b/data/jurisdictions/us/states/nh/people/john-macdonald.md
index fe03b8b2d7..ecd0c9080e 100644
--- a/data/jurisdictions/us/states/nh/people/john-macdonald.md
+++ b/data/jurisdictions/us/states/nh/people/john-macdonald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 6"
+represents: "us/states/nh/districts/house/carroll-6"
 tenure:
   start: "2018-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 6 (NH State House of Representatives District Carroll 6).
 
+Represents [NH State House of Representatives District Carroll 6](/us/states/nh/districts/house/carroll-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-potucek.md b/data/jurisdictions/us/states/nh/people/john-potucek.md
index 34c8099b02..ae6ef2c000 100644
--- a/data/jurisdictions/us/states/nh/people/john-potucek.md
+++ b/data/jurisdictions/us/states/nh/people/john-potucek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 13"
+represents: "us/states/nh/districts/house/rockingham-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 13 (NH State House of Representatives District Rockingham 13).
 
+Represents [NH State House of Representatives District Rockingham 13](/us/states/nh/districts/house/rockingham-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-schneller.md b/data/jurisdictions/us/states/nh/people/john-schneller.md
index bc2c700937..5bf42c04fa 100644
--- a/data/jurisdictions/us/states/nh/people/john-schneller.md
+++ b/data/jurisdictions/us/states/nh/people/john-schneller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 2"
+represents: "us/states/nh/districts/house/hillsborough-2"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 2 (NH State House of Representatives District Hillsborough 2).
 
+Represents [NH State House of Representatives District Hillsborough 2](/us/states/nh/districts/house/hillsborough-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-sellers.md b/data/jurisdictions/us/states/nh/people/john-sellers.md
index a66b7c2dda..a444fdcabb 100644
--- a/data/jurisdictions/us/states/nh/people/john-sellers.md
+++ b/data/jurisdictions/us/states/nh/people/john-sellers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 10"
+represents: "us/states/nh/districts/house/grafton-10"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 10 (NH State House of Representatives District Grafton 10).
 
+Represents [NH State House of Representatives District Grafton 10](/us/states/nh/districts/house/grafton-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-stone.md b/data/jurisdictions/us/states/nh/people/john-stone.md
index dcec97ab62..2f4a616adc 100644
--- a/data/jurisdictions/us/states/nh/people/john-stone.md
+++ b/data/jurisdictions/us/states/nh/people/john-stone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 12"
+represents: "us/states/nh/districts/house/strafford-12"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 12 (NH State House of Representatives District Strafford 12).
 
+Represents [NH State House of Representatives District Strafford 12](/us/states/nh/districts/house/strafford-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-suiter.md b/data/jurisdictions/us/states/nh/people/john-suiter.md
index 20b8c63e7b..1aa57aa2d7 100644
--- a/data/jurisdictions/us/states/nh/people/john-suiter.md
+++ b/data/jurisdictions/us/states/nh/people/john-suiter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 36"
+represents: "us/states/nh/districts/house/hillsborough-36"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 36 (NH State House of Representatives District Hillsborough 36).
 
+Represents [NH State House of Representatives District Hillsborough 36](/us/states/nh/districts/house/hillsborough-36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/john-sytek.md b/data/jurisdictions/us/states/nh/people/john-sytek.md
index ebe2946bbd..493169b2d8 100644
--- a/data/jurisdictions/us/states/nh/people/john-sytek.md
+++ b/data/jurisdictions/us/states/nh/people/john-sytek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 25"
+represents: "us/states/nh/districts/house/rockingham-25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 25 (NH State House of Representatives District Rockingham 25).
 
+Represents [NH State House of Representatives District Rockingham 25](/us/states/nh/districts/house/rockingham-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jon-morton.md b/data/jurisdictions/us/states/nh/people/jon-morton.md
index f76ed6d8b9..3faf68ddfc 100644
--- a/data/jurisdictions/us/states/nh/people/jon-morton.md
+++ b/data/jurisdictions/us/states/nh/people/jon-morton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 39"
+represents: "us/states/nh/districts/house/hillsborough-39"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 39 (NH State House of Representatives District Hillsborough 39).
 
+Represents [NH State House of Representatives District Hillsborough 39](/us/states/nh/districts/house/hillsborough-39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jonah-wheeler.md b/data/jurisdictions/us/states/nh/people/jonah-wheeler.md
index ef28de404f..aecf020d3d 100644
--- a/data/jurisdictions/us/states/nh/people/jonah-wheeler.md
+++ b/data/jurisdictions/us/states/nh/people/jonah-wheeler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 33"
+represents: "us/states/nh/districts/house/hillsborough-33"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 33 (NH State House of Representatives District Hillsborough 33).
 
+Represents [NH State House of Representatives District Hillsborough 33](/us/states/nh/districts/house/hillsborough-33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jonathan-smith.md b/data/jurisdictions/us/states/nh/people/jonathan-smith.md
index 55496ff20c..89e0ed9232 100644
--- a/data/jurisdictions/us/states/nh/people/jonathan-smith.md
+++ b/data/jurisdictions/us/states/nh/people/jonathan-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 5"
+represents: "us/states/nh/districts/house/carroll-5"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 5 (NH State House of Representatives District Carroll 5).
 
+Represents [NH State House of Representatives District Carroll 5](/us/states/nh/districts/house/carroll-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jordan-ulery.md b/data/jurisdictions/us/states/nh/people/jordan-ulery.md
index 1a78e7e7c3..a9fd9a4e56 100644
--- a/data/jurisdictions/us/states/nh/people/jordan-ulery.md
+++ b/data/jurisdictions/us/states/nh/people/jordan-ulery.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 13"
+represents: "us/states/nh/districts/house/hillsborough-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 13 (NH State House of Representatives District Hillsborough 13).
 
+Represents [NH State House of Representatives District Hillsborough 13](/us/states/nh/districts/house/hillsborough-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/jose-cambrils.md b/data/jurisdictions/us/states/nh/people/jose-cambrils.md
index f7e63164cd..e2c4cd10e5 100644
--- a/data/jurisdictions/us/states/nh/people/jose-cambrils.md
+++ b/data/jurisdictions/us/states/nh/people/jose-cambrils.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 4"
+represents: "us/states/nh/districts/house/merrimack-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 4 (NH State House of Representatives District Merrimack 4).
 
+Represents [NH State House of Representatives District Merrimack 4](/us/states/nh/districts/house/merrimack-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/joseph-barton.md b/data/jurisdictions/us/states/nh/people/joseph-barton.md
index cecc1b0c40..f78af38048 100644
--- a/data/jurisdictions/us/states/nh/people/joseph-barton.md
+++ b/data/jurisdictions/us/states/nh/people/joseph-barton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 1"
+represents: "us/states/nh/districts/house/grafton-1"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 1 (NH State House of Representatives District Grafton 1).
 
+Represents [NH State House of Representatives District Grafton 1](/us/states/nh/districts/house/grafton-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/judy-aron.md b/data/jurisdictions/us/states/nh/people/judy-aron.md
index f8d9102f8e..b8312a7a28 100644
--- a/data/jurisdictions/us/states/nh/people/judy-aron.md
+++ b/data/jurisdictions/us/states/nh/people/judy-aron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 4"
+represents: "us/states/nh/districts/house/sullivan-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 4 (NH State House of Representatives District Sullivan 4).
 
+Represents [NH State House of Representatives District Sullivan 4](/us/states/nh/districts/house/sullivan-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/julie-gilman.md b/data/jurisdictions/us/states/nh/people/julie-gilman.md
index 04e4ccb5fe..dd2920e1ae 100644
--- a/data/jurisdictions/us/states/nh/people/julie-gilman.md
+++ b/data/jurisdictions/us/states/nh/people/julie-gilman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 11"
+represents: "us/states/nh/districts/house/rockingham-11"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 11 (NH State House of Representatives District Rockingham 11).
 
+Represents [NH State House of Representatives District Rockingham 11](/us/states/nh/districts/house/rockingham-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/julie-miles.md b/data/jurisdictions/us/states/nh/people/julie-miles.md
index b8c3840394..a537cc3efe 100644
--- a/data/jurisdictions/us/states/nh/people/julie-miles.md
+++ b/data/jurisdictions/us/states/nh/people/julie-miles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 12"
+represents: "us/states/nh/districts/house/hillsborough-12"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 12 (NH State House of Representatives District Hillsborough 12).
 
+Represents [NH State House of Representatives District Hillsborough 12](/us/states/nh/districts/house/hillsborough-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/juliet-harvey-bolia.md b/data/jurisdictions/us/states/nh/people/juliet-harvey-bolia.md
index 35f8692b70..32ec88af63 100644
--- a/data/jurisdictions/us/states/nh/people/juliet-harvey-bolia.md
+++ b/data/jurisdictions/us/states/nh/people/juliet-harvey-bolia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 3"
+represents: "us/states/nh/districts/house/belknap-3"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 3 (NH State House of Representatives District Belknap 3).
 
+Represents [NH State House of Representatives District Belknap 3](/us/states/nh/districts/house/belknap-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/julius-soti.md b/data/jurisdictions/us/states/nh/people/julius-soti.md
index d1c00b7a4c..c88ff71568 100644
--- a/data/jurisdictions/us/states/nh/people/julius-soti.md
+++ b/data/jurisdictions/us/states/nh/people/julius-soti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 35"
+represents: "us/states/nh/districts/house/rockingham-35"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 35 (NH State House of Representatives District Rockingham 35).
 
+Represents [NH State House of Representatives District Rockingham 35](/us/states/nh/districts/house/rockingham-35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/karel-crawford.md b/data/jurisdictions/us/states/nh/people/karel-crawford.md
index 6d3ba3b3ec..009a7a0519 100644
--- a/data/jurisdictions/us/states/nh/people/karel-crawford.md
+++ b/data/jurisdictions/us/states/nh/people/karel-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 3"
+represents: "us/states/nh/districts/house/carroll-3"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 3 (NH State House of Representatives District Carroll 3).
 
+Represents [NH State House of Representatives District Carroll 3](/us/states/nh/districts/house/carroll-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/karen-ebel.md b/data/jurisdictions/us/states/nh/people/karen-ebel.md
index 3c9e0845ce..0b34303258 100644
--- a/data/jurisdictions/us/states/nh/people/karen-ebel.md
+++ b/data/jurisdictions/us/states/nh/people/karen-ebel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 7"
+represents: "us/states/nh/districts/house/merrimack-7"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 7 (NH State House of Representatives District Merrimack 7).
 
+Represents [NH State House of Representatives District Merrimack 7](/us/states/nh/districts/house/merrimack-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/karen-hegner.md b/data/jurisdictions/us/states/nh/people/karen-hegner.md
index 63f4a6789d..07d4f7b69c 100644
--- a/data/jurisdictions/us/states/nh/people/karen-hegner.md
+++ b/data/jurisdictions/us/states/nh/people/karen-hegner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 41"
+represents: "us/states/nh/districts/house/hillsborough-41"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 41 (NH State House of Representatives District Hillsborough 41).
 
+Represents [NH State House of Representatives District Hillsborough 41](/us/states/nh/districts/house/hillsborough-41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kat-mcghee.md b/data/jurisdictions/us/states/nh/people/kat-mcghee.md
index e0d768768d..db0334a71e 100644
--- a/data/jurisdictions/us/states/nh/people/kat-mcghee.md
+++ b/data/jurisdictions/us/states/nh/people/kat-mcghee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 35"
+represents: "us/states/nh/districts/house/hillsborough-35"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 35 (NH State House of Representatives District Hillsborough 35).
 
+Represents [NH State House of Representatives District Hillsborough 35](/us/states/nh/districts/house/hillsborough-35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kate-murray.md b/data/jurisdictions/us/states/nh/people/kate-murray.md
index 2c6b092c3e..4a9686cbbd 100644
--- a/data/jurisdictions/us/states/nh/people/kate-murray.md
+++ b/data/jurisdictions/us/states/nh/people/kate-murray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 22"
+represents: "us/states/nh/districts/house/rockingham-22"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 22 (NH State House of Representatives District Rockingham 22).
 
+Represents [NH State House of Representatives District Rockingham 22](/us/states/nh/districts/house/rockingham-22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/katelyn-kuttab.md b/data/jurisdictions/us/states/nh/people/katelyn-kuttab.md
index cb72f04008..7c30ee4a19 100644
--- a/data/jurisdictions/us/states/nh/people/katelyn-kuttab.md
+++ b/data/jurisdictions/us/states/nh/people/katelyn-kuttab.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 17"
+represents: "us/states/nh/districts/house/rockingham-17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 17 (NH State House of Representatives District Rockingham 17).
 
+Represents [NH State House of Representatives District Rockingham 17](/us/states/nh/districts/house/rockingham-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/katherine-prudhomme-o-brien.md b/data/jurisdictions/us/states/nh/people/katherine-prudhomme-o-brien.md
index 59c720b904..9a86193017 100644
--- a/data/jurisdictions/us/states/nh/people/katherine-prudhomme-o-brien.md
+++ b/data/jurisdictions/us/states/nh/people/katherine-prudhomme-o-brien.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 13"
+represents: "us/states/nh/districts/house/rockingham-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 13 (NH State House of Representatives District Rockingham 13).
 
+Represents [NH State House of Representatives District Rockingham 13](/us/states/nh/districts/house/rockingham-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kathi-paquette.md b/data/jurisdictions/us/states/nh/people/kathi-paquette.md
index 7203952a64..e175824555 100644
--- a/data/jurisdictions/us/states/nh/people/kathi-paquette.md
+++ b/data/jurisdictions/us/states/nh/people/kathi-paquette.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 25"
+represents: "us/states/nh/districts/house/hillsborough-25"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 25 (NH State House of Representatives District Hillsborough 25).
 
+Represents [NH State House of Representatives District Hillsborough 25](/us/states/nh/districts/house/hillsborough-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kathy-staub.md b/data/jurisdictions/us/states/nh/people/kathy-staub.md
index f7664845cc..a2430e2dc8 100644
--- a/data/jurisdictions/us/states/nh/people/kathy-staub.md
+++ b/data/jurisdictions/us/states/nh/people/kathy-staub.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 25"
+represents: "us/states/nh/districts/house/hillsborough-25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 25 (NH State House of Representatives District Hillsborough 25).
 
+Represents [NH State House of Representatives District Hillsborough 25](/us/states/nh/districts/house/hillsborough-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/katy-peternel.md b/data/jurisdictions/us/states/nh/people/katy-peternel.md
index c9b375bcbe..ac85f81797 100644
--- a/data/jurisdictions/us/states/nh/people/katy-peternel.md
+++ b/data/jurisdictions/us/states/nh/people/katy-peternel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 6"
+represents: "us/states/nh/districts/house/carroll-6"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 6 (NH State House of Representatives District Carroll 6).
 
+Represents [NH State House of Representatives District Carroll 6](/us/states/nh/districts/house/carroll-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/keith-ammon.md b/data/jurisdictions/us/states/nh/people/keith-ammon.md
index 449e3b7cc4..a43c840833 100644
--- a/data/jurisdictions/us/states/nh/people/keith-ammon.md
+++ b/data/jurisdictions/us/states/nh/people/keith-ammon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 42"
+represents: "us/states/nh/districts/house/hillsborough-42"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 42 (NH State House of Representatives District Hillsborough 42).
 
+Represents [NH State House of Representatives District Hillsborough 42](/us/states/nh/districts/house/hillsborough-42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/keith-erf.md b/data/jurisdictions/us/states/nh/people/keith-erf.md
index 82cccfacc3..9a3734f660 100644
--- a/data/jurisdictions/us/states/nh/people/keith-erf.md
+++ b/data/jurisdictions/us/states/nh/people/keith-erf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 28"
+represents: "us/states/nh/districts/house/hillsborough-28"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 28 (NH State House of Representatives District Hillsborough 28).
 
+Represents [NH State House of Representatives District Hillsborough 28](/us/states/nh/districts/house/hillsborough-28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/keith-murphy.md b/data/jurisdictions/us/states/nh/people/keith-murphy.md
index c9c47f484e..18051ef930 100644
--- a/data/jurisdictions/us/states/nh/people/keith-murphy.md
+++ b/data/jurisdictions/us/states/nh/people/keith-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 16"
+represents: "us/states/nh/districts/senate/16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 16 (NH State Senate District 16).
 
+Represents [NH State Senate District 16](/us/states/nh/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kelley-potenza.md b/data/jurisdictions/us/states/nh/people/kelley-potenza.md
index 5b4385db39..aa8677374b 100644
--- a/data/jurisdictions/us/states/nh/people/kelley-potenza.md
+++ b/data/jurisdictions/us/states/nh/people/kelley-potenza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 19"
+represents: "us/states/nh/districts/house/strafford-19"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 19 (NH State House of Representatives District Strafford 19).
 
+Represents [NH State House of Representatives District Strafford 19](/us/states/nh/districts/house/strafford-19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ken-weyler.md b/data/jurisdictions/us/states/nh/people/ken-weyler.md
index 5387fd4467..78d4c387a2 100644
--- a/data/jurisdictions/us/states/nh/people/ken-weyler.md
+++ b/data/jurisdictions/us/states/nh/people/ken-weyler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 14"
+represents: "us/states/nh/districts/house/rockingham-14"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 14 (NH State House of Representatives District Rockingham 14).
 
+Represents [NH State House of Representatives District Rockingham 14](/us/states/nh/districts/house/rockingham-14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kevin-avard.md b/data/jurisdictions/us/states/nh/people/kevin-avard.md
index 1b9b574a3e..0b0e6b843f 100644
--- a/data/jurisdictions/us/states/nh/people/kevin-avard.md
+++ b/data/jurisdictions/us/states/nh/people/kevin-avard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 12"
+represents: "us/states/nh/districts/senate/12"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 12 (NH State Senate District 12).
 
+Represents [NH State Senate District 12](/us/states/nh/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kevin-scully.md b/data/jurisdictions/us/states/nh/people/kevin-scully.md
index f9bbe15b37..3de85c3d70 100644
--- a/data/jurisdictions/us/states/nh/people/kevin-scully.md
+++ b/data/jurisdictions/us/states/nh/people/kevin-scully.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 8"
+represents: "us/states/nh/districts/house/hillsborough-8"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 8 (NH State House of Representatives District Hillsborough 8).
 
+Represents [NH State House of Representatives District Hillsborough 8](/us/states/nh/districts/house/hillsborough-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kevin-verville.md b/data/jurisdictions/us/states/nh/people/kevin-verville.md
index f63c5e6568..a00195cdea 100644
--- a/data/jurisdictions/us/states/nh/people/kevin-verville.md
+++ b/data/jurisdictions/us/states/nh/people/kevin-verville.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 2"
+represents: "us/states/nh/districts/house/rockingham-2"
 tenure:
   start: "2016-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 2 (NH State House of Representatives District Rockingham 2).
 
+Represents [NH State House of Representatives District Rockingham 2](/us/states/nh/districts/house/rockingham-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kim-rice.md b/data/jurisdictions/us/states/nh/people/kim-rice.md
index 5a94f278ef..1c47a7dd53 100644
--- a/data/jurisdictions/us/states/nh/people/kim-rice.md
+++ b/data/jurisdictions/us/states/nh/people/kim-rice.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 38"
+represents: "us/states/nh/districts/house/hillsborough-38"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 38 (NH State House of Representatives District Hillsborough 38).
 
+Represents [NH State House of Representatives District Hillsborough 38](/us/states/nh/districts/house/hillsborough-38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kris-schultz.md b/data/jurisdictions/us/states/nh/people/kris-schultz.md
index 135bdbf4d7..2a3fb513b1 100644
--- a/data/jurisdictions/us/states/nh/people/kris-schultz.md
+++ b/data/jurisdictions/us/states/nh/people/kris-schultz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 29"
+represents: "us/states/nh/districts/house/merrimack-29"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 29 (NH State House of Representatives District Merrimack 29).
 
+Represents [NH State House of Representatives District Merrimack 29](/us/states/nh/districts/house/merrimack-29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kristin-noble.md b/data/jurisdictions/us/states/nh/people/kristin-noble.md
index 6f08c4c7af..6f01647fb9 100644
--- a/data/jurisdictions/us/states/nh/people/kristin-noble.md
+++ b/data/jurisdictions/us/states/nh/people/kristin-noble.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 2"
+represents: "us/states/nh/districts/house/hillsborough-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 2 (NH State House of Representatives District Hillsborough 2).
 
+Represents [NH State House of Representatives District Hillsborough 2](/us/states/nh/districts/house/hillsborough-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/kristine-perez.md b/data/jurisdictions/us/states/nh/people/kristine-perez.md
index e1cfb2078e..64d39aeb1b 100644
--- a/data/jurisdictions/us/states/nh/people/kristine-perez.md
+++ b/data/jurisdictions/us/states/nh/people/kristine-perez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 16"
+represents: "us/states/nh/districts/house/rockingham-16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 16 (NH State House of Representatives District Rockingham 16).
 
+Represents [NH State House of Representatives District Rockingham 16](/us/states/nh/districts/house/rockingham-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/larry-gagne.md b/data/jurisdictions/us/states/nh/people/larry-gagne.md
index d1fb359ec3..a402851888 100644
--- a/data/jurisdictions/us/states/nh/people/larry-gagne.md
+++ b/data/jurisdictions/us/states/nh/people/larry-gagne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 16"
+represents: "us/states/nh/districts/house/hillsborough-16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 16 (NH State House of Representatives District Hillsborough 16).
 
+Represents [NH State House of Representatives District Hillsborough 16](/us/states/nh/districts/house/hillsborough-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/larry-miner.md b/data/jurisdictions/us/states/nh/people/larry-miner.md
index 9b6ead23de..e94f41dd21 100644
--- a/data/jurisdictions/us/states/nh/people/larry-miner.md
+++ b/data/jurisdictions/us/states/nh/people/larry-miner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 7"
+represents: "us/states/nh/districts/house/rockingham-7"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 7 (NH State House of Representatives District Rockingham 7).
 
+Represents [NH State House of Representatives District Rockingham 7](/us/states/nh/districts/house/rockingham-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/laura-telerski.md b/data/jurisdictions/us/states/nh/people/laura-telerski.md
index 702bcf9ea0..75aee81cb0 100644
--- a/data/jurisdictions/us/states/nh/people/laura-telerski.md
+++ b/data/jurisdictions/us/states/nh/people/laura-telerski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 11"
+represents: "us/states/nh/districts/house/hillsborough-11"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 11 (NH State House of Representatives District Hillsborough 11).
 
+Represents [NH State House of Representatives District Hillsborough 11](/us/states/nh/districts/house/hillsborough-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/laurel-stavis.md b/data/jurisdictions/us/states/nh/people/laurel-stavis.md
index a603c64685..1079e34802 100644
--- a/data/jurisdictions/us/states/nh/people/laurel-stavis.md
+++ b/data/jurisdictions/us/states/nh/people/laurel-stavis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 13"
+represents: "us/states/nh/districts/house/grafton-13"
 tenure:
   start: "2018-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 13 (NH State House of Representatives District Grafton 13).
 
+Represents [NH State House of Representatives District Grafton 13](/us/states/nh/districts/house/grafton-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lee-ann-kluger.md b/data/jurisdictions/us/states/nh/people/lee-ann-kluger.md
index 6a788f8826..d4ec2a758d 100644
--- a/data/jurisdictions/us/states/nh/people/lee-ann-kluger.md
+++ b/data/jurisdictions/us/states/nh/people/lee-ann-kluger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 6"
+represents: "us/states/nh/districts/house/hillsborough-6"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 6 (NH State House of Representatives District Hillsborough 6).
 
+Represents [NH State House of Representatives District Hillsborough 6](/us/states/nh/districts/house/hillsborough-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/len-turcotte.md b/data/jurisdictions/us/states/nh/people/len-turcotte.md
index 2142038c7c..3ed0e7b938 100644
--- a/data/jurisdictions/us/states/nh/people/len-turcotte.md
+++ b/data/jurisdictions/us/states/nh/people/len-turcotte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 4"
+represents: "us/states/nh/districts/house/strafford-4"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 4 (NH State House of Representatives District Strafford 4).
 
+Represents [NH State House of Representatives District Strafford 4](/us/states/nh/districts/house/strafford-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lex-berezhny.md b/data/jurisdictions/us/states/nh/people/lex-berezhny.md
index d6b0c46e41..c301d155d5 100644
--- a/data/jurisdictions/us/states/nh/people/lex-berezhny.md
+++ b/data/jurisdictions/us/states/nh/people/lex-berezhny.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 11"
+represents: "us/states/nh/districts/house/grafton-11"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 11 (NH State House of Representatives District Grafton 11).
 
+Represents [NH State House of Representatives District Grafton 11](/us/states/nh/districts/house/grafton-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lilli-walsh.md b/data/jurisdictions/us/states/nh/people/lilli-walsh.md
index 11cc2b8db3..a4b7ffa913 100644
--- a/data/jurisdictions/us/states/nh/people/lilli-walsh.md
+++ b/data/jurisdictions/us/states/nh/people/lilli-walsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 15"
+represents: "us/states/nh/districts/house/rockingham-15"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 15 (NH State House of Representatives District Rockingham 15).
 
+Represents [NH State House of Representatives District Rockingham 15](/us/states/nh/districts/house/rockingham-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lily-foss.md b/data/jurisdictions/us/states/nh/people/lily-foss.md
index 8a5afac102..20955f9756 100644
--- a/data/jurisdictions/us/states/nh/people/lily-foss.md
+++ b/data/jurisdictions/us/states/nh/people/lily-foss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 41"
+represents: "us/states/nh/districts/house/hillsborough-41"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 41 (NH State House of Representatives District Hillsborough 41).
 
+Represents [NH State House of Representatives District Hillsborough 41](/us/states/nh/districts/house/hillsborough-41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/linda-disilvestro.md b/data/jurisdictions/us/states/nh/people/linda-disilvestro.md
index 377e2d4b57..69956c5f1f 100644
--- a/data/jurisdictions/us/states/nh/people/linda-disilvestro.md
+++ b/data/jurisdictions/us/states/nh/people/linda-disilvestro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 17"
+represents: "us/states/nh/districts/house/hillsborough-17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 17 (NH State House of Representatives District Hillsborough 17).
 
+Represents [NH State House of Representatives District Hillsborough 17](/us/states/nh/districts/house/hillsborough-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/linda-franz.md b/data/jurisdictions/us/states/nh/people/linda-franz.md
index 81a5684a31..44f381d600 100644
--- a/data/jurisdictions/us/states/nh/people/linda-franz.md
+++ b/data/jurisdictions/us/states/nh/people/linda-franz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 6"
+represents: "us/states/nh/districts/house/grafton-6"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 6 (NH State House of Representatives District Grafton 6).
 
+Represents [NH State House of Representatives District Grafton 6](/us/states/nh/districts/house/grafton-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/linda-gould.md b/data/jurisdictions/us/states/nh/people/linda-gould.md
index ec78e08d14..f4806ecbdf 100644
--- a/data/jurisdictions/us/states/nh/people/linda-gould.md
+++ b/data/jurisdictions/us/states/nh/people/linda-gould.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 2"
+represents: "us/states/nh/districts/house/hillsborough-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 2 (NH State House of Representatives District Hillsborough 2).
 
+Represents [NH State House of Representatives District Hillsborough 2](/us/states/nh/districts/house/hillsborough-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/linda-harriott-gathright.md b/data/jurisdictions/us/states/nh/people/linda-harriott-gathright.md
index ca3be955c3..2f3c612b73 100644
--- a/data/jurisdictions/us/states/nh/people/linda-harriott-gathright.md
+++ b/data/jurisdictions/us/states/nh/people/linda-harriott-gathright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 10"
+represents: "us/states/nh/districts/house/hillsborough-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 10 (NH State House of Representatives District Hillsborough 10).
 
+Represents [NH State House of Representatives District Hillsborough 10](/us/states/nh/districts/house/hillsborough-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/linda-haskins.md b/data/jurisdictions/us/states/nh/people/linda-haskins.md
index ad20515cb1..121a535ca8 100644
--- a/data/jurisdictions/us/states/nh/people/linda-haskins.md
+++ b/data/jurisdictions/us/states/nh/people/linda-haskins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 11"
+represents: "us/states/nh/districts/house/rockingham-11"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 11 (NH State House of Representatives District Rockingham 11).
 
+Represents [NH State House of Representatives District Rockingham 11](/us/states/nh/districts/house/rockingham-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/linda-mcgrath.md b/data/jurisdictions/us/states/nh/people/linda-mcgrath.md
index f1538dc537..3c7e499c9b 100644
--- a/data/jurisdictions/us/states/nh/people/linda-mcgrath.md
+++ b/data/jurisdictions/us/states/nh/people/linda-mcgrath.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 40"
+represents: "us/states/nh/districts/house/rockingham-40"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 40 (NH State House of Representatives District Rockingham 40).
 
+Represents [NH State House of Representatives District Rockingham 40](/us/states/nh/districts/house/rockingham-40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/linda-ryan.md b/data/jurisdictions/us/states/nh/people/linda-ryan.md
index 1633727bb0..a2db7f23ff 100644
--- a/data/jurisdictions/us/states/nh/people/linda-ryan.md
+++ b/data/jurisdictions/us/states/nh/people/linda-ryan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 4"
+represents: "us/states/nh/districts/house/hillsborough-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 4 (NH State House of Representatives District Hillsborough 4).
 
+Represents [NH State House of Representatives District Hillsborough 4](/us/states/nh/districts/house/hillsborough-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lino-avellani.md b/data/jurisdictions/us/states/nh/people/lino-avellani.md
index 891b350eaa..dcbeeec30d 100644
--- a/data/jurisdictions/us/states/nh/people/lino-avellani.md
+++ b/data/jurisdictions/us/states/nh/people/lino-avellani.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 4"
+represents: "us/states/nh/districts/house/carroll-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 4 (NH State House of Representatives District Carroll 4).
 
+Represents [NH State House of Representatives District Carroll 4](/us/states/nh/districts/house/carroll-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lisa-freeman.md b/data/jurisdictions/us/states/nh/people/lisa-freeman.md
index eef4c566cb..e31e94b267 100644
--- a/data/jurisdictions/us/states/nh/people/lisa-freeman.md
+++ b/data/jurisdictions/us/states/nh/people/lisa-freeman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 8"
+represents: "us/states/nh/districts/house/belknap-8"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 8 (NH State House of Representatives District Belknap 8).
 
+Represents [NH State House of Representatives District Belknap 8](/us/states/nh/districts/house/belknap-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lisa-mazur.md b/data/jurisdictions/us/states/nh/people/lisa-mazur.md
index 6fc9bd2e2e..b8e902dd4d 100644
--- a/data/jurisdictions/us/states/nh/people/lisa-mazur.md
+++ b/data/jurisdictions/us/states/nh/people/lisa-mazur.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 44"
+represents: "us/states/nh/districts/house/hillsborough-44"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 44 (NH State House of Representatives District Hillsborough 44).
 
+Represents [NH State House of Representatives District Hillsborough 44](/us/states/nh/districts/house/hillsborough-44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lisa-post.md b/data/jurisdictions/us/states/nh/people/lisa-post.md
index 18ecdb4918..73cc63e9d7 100644
--- a/data/jurisdictions/us/states/nh/people/lisa-post.md
+++ b/data/jurisdictions/us/states/nh/people/lisa-post.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 42"
+represents: "us/states/nh/districts/house/hillsborough-42"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 42 (NH State House of Representatives District Hillsborough 42).
 
+Represents [NH State House of Representatives District Hillsborough 42](/us/states/nh/districts/house/hillsborough-42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/liz-barbour.md b/data/jurisdictions/us/states/nh/people/liz-barbour.md
index 561143a26c..2be0ccfa8c 100644
--- a/data/jurisdictions/us/states/nh/people/liz-barbour.md
+++ b/data/jurisdictions/us/states/nh/people/liz-barbour.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 35"
+represents: "us/states/nh/districts/house/hillsborough-35"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 35 (NH State House of Representatives District Hillsborough 35).
 
+Represents [NH State House of Representatives District Hillsborough 35](/us/states/nh/districts/house/hillsborough-35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/loren-foxx.md b/data/jurisdictions/us/states/nh/people/loren-foxx.md
index b70bfc26b2..138a2485b4 100644
--- a/data/jurisdictions/us/states/nh/people/loren-foxx.md
+++ b/data/jurisdictions/us/states/nh/people/loren-foxx.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 2"
+represents: "us/states/nh/districts/house/hillsborough-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 2 (NH State House of Representatives District Hillsborough 2).
 
+Represents [NH State House of Representatives District Hillsborough 2](/us/states/nh/districts/house/hillsborough-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/loren-selig.md b/data/jurisdictions/us/states/nh/people/loren-selig.md
index bd049df416..a499b0cd09 100644
--- a/data/jurisdictions/us/states/nh/people/loren-selig.md
+++ b/data/jurisdictions/us/states/nh/people/loren-selig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 10"
+represents: "us/states/nh/districts/house/strafford-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 10 (NH State House of Representatives District Strafford 10).
 
+Represents [NH State House of Representatives District Strafford 10](/us/states/nh/districts/house/strafford-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lori-korzen.md b/data/jurisdictions/us/states/nh/people/lori-korzen.md
index 1d534bf10e..22f30e4524 100644
--- a/data/jurisdictions/us/states/nh/people/lori-korzen.md
+++ b/data/jurisdictions/us/states/nh/people/lori-korzen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Coos 7"
+represents: "us/states/nh/districts/house/coos-7"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Coos 7 (NH State House of Representatives District Coos 7).
 
+Represents [NH State House of Representatives District Coos 7](/us/states/nh/districts/house/coos-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lorie-ball.md b/data/jurisdictions/us/states/nh/people/lorie-ball.md
index 34da013032..edeea6b7e6 100644
--- a/data/jurisdictions/us/states/nh/people/lorie-ball.md
+++ b/data/jurisdictions/us/states/nh/people/lorie-ball.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 25"
+represents: "us/states/nh/districts/house/rockingham-25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 25 (NH State House of Representatives District Rockingham 25).
 
+Represents [NH State House of Representatives District Rockingham 25](/us/states/nh/districts/house/rockingham-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lou-juris.md b/data/jurisdictions/us/states/nh/people/lou-juris.md
index 6483f87a4f..09e7c06244 100644
--- a/data/jurisdictions/us/states/nh/people/lou-juris.md
+++ b/data/jurisdictions/us/states/nh/people/lou-juris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 7"
+represents: "us/states/nh/districts/house/hillsborough-7"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 7 (NH State House of Representatives District Hillsborough 7).
 
+Represents [NH State House of Representatives District Hillsborough 7](/us/states/nh/districts/house/hillsborough-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/louise-andrus.md b/data/jurisdictions/us/states/nh/people/louise-andrus.md
index 9720f1b01e..3d3e05a74a 100644
--- a/data/jurisdictions/us/states/nh/people/louise-andrus.md
+++ b/data/jurisdictions/us/states/nh/people/louise-andrus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 5"
+represents: "us/states/nh/districts/house/merrimack-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 5 (NH State House of Representatives District Merrimack 5).
 
+Represents [NH State House of Representatives District Merrimack 5](/us/states/nh/districts/house/merrimack-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lucius-parshall.md b/data/jurisdictions/us/states/nh/people/lucius-parshall.md
index 13d2273ae0..d547736d13 100644
--- a/data/jurisdictions/us/states/nh/people/lucius-parshall.md
+++ b/data/jurisdictions/us/states/nh/people/lucius-parshall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 8"
+represents: "us/states/nh/districts/house/cheshire-8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 8 (NH State House of Representatives District Cheshire 8).
 
+Represents [NH State House of Representatives District Cheshire 8](/us/states/nh/districts/house/cheshire-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/lucy-weber.md b/data/jurisdictions/us/states/nh/people/lucy-weber.md
index bca4d1ee4b..c603b33c8f 100644
--- a/data/jurisdictions/us/states/nh/people/lucy-weber.md
+++ b/data/jurisdictions/us/states/nh/people/lucy-weber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 5"
+represents: "us/states/nh/districts/house/cheshire-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 5 (NH State House of Representatives District Cheshire 5).
 
+Represents [NH State House of Representatives District Cheshire 5](/us/states/nh/districts/house/cheshire-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/luz-bay.md b/data/jurisdictions/us/states/nh/people/luz-bay.md
index 5991cd5588..2b61c869c5 100644
--- a/data/jurisdictions/us/states/nh/people/luz-bay.md
+++ b/data/jurisdictions/us/states/nh/people/luz-bay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 21"
+represents: "us/states/nh/districts/house/strafford-21"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 21 (NH State House of Representatives District Strafford 21).
 
+Represents [NH State House of Representatives District Strafford 21](/us/states/nh/districts/house/strafford-21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/manoj-chourasia.md b/data/jurisdictions/us/states/nh/people/manoj-chourasia.md
index 9e357fc121..b21ad795c8 100644
--- a/data/jurisdictions/us/states/nh/people/manoj-chourasia.md
+++ b/data/jurisdictions/us/states/nh/people/manoj-chourasia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 11"
+represents: "us/states/nh/districts/house/hillsborough-11"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 11 (NH State House of Representatives District Hillsborough 11).
 
+Represents [NH State House of Representatives District Hillsborough 11](/us/states/nh/districts/house/hillsborough-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/marc-plamondon.md b/data/jurisdictions/us/states/nh/people/marc-plamondon.md
index b711abf6f5..80d0442251 100644
--- a/data/jurisdictions/us/states/nh/people/marc-plamondon.md
+++ b/data/jurisdictions/us/states/nh/people/marc-plamondon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 3"
+represents: "us/states/nh/districts/house/hillsborough-3"
 tenure:
   start: "2023-05-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 3 (NH State House of Representatives District Hillsborough 3).
 
+Represents [NH State House of Representatives District Hillsborough 3](/us/states/nh/districts/house/hillsborough-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/marc-tremblay.md b/data/jurisdictions/us/states/nh/people/marc-tremblay.md
index b6ebdd18b4..be17de0670 100644
--- a/data/jurisdictions/us/states/nh/people/marc-tremblay.md
+++ b/data/jurisdictions/us/states/nh/people/marc-tremblay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Coos 5"
+represents: "us/states/nh/districts/house/coos-5"
 tenure:
   start: "2025-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Coos 5 (NH State House of Representatives District Coos 5).
 
+Represents [NH State House of Representatives District Coos 5](/us/states/nh/districts/house/coos-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/margaret-drye.md b/data/jurisdictions/us/states/nh/people/margaret-drye.md
index c6d72e6825..c0427d9b62 100644
--- a/data/jurisdictions/us/states/nh/people/margaret-drye.md
+++ b/data/jurisdictions/us/states/nh/people/margaret-drye.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 7"
+represents: "us/states/nh/districts/house/sullivan-7"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 7 (NH State House of Representatives District Sullivan 7).
 
+Represents [NH State House of Representatives District Sullivan 7](/us/states/nh/districts/house/sullivan-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/marie-bjelobrk.md b/data/jurisdictions/us/states/nh/people/marie-bjelobrk.md
index 6f73b300c9..1ac36a4418 100644
--- a/data/jurisdictions/us/states/nh/people/marie-bjelobrk.md
+++ b/data/jurisdictions/us/states/nh/people/marie-bjelobrk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 5"
+represents: "us/states/nh/districts/house/grafton-5"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 5 (NH State House of Representatives District Grafton 5).
 
+Represents [NH State House of Representatives District Grafton 5](/us/states/nh/districts/house/grafton-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/marjorie-smith.md b/data/jurisdictions/us/states/nh/people/marjorie-smith.md
index 838986ac43..83ff00fb9a 100644
--- a/data/jurisdictions/us/states/nh/people/marjorie-smith.md
+++ b/data/jurisdictions/us/states/nh/people/marjorie-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 10"
+represents: "us/states/nh/districts/house/strafford-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 10 (NH State House of Representatives District Strafford 10).
 
+Represents [NH State House of Representatives District Strafford 10](/us/states/nh/districts/house/strafford-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mark-mackenzie.md b/data/jurisdictions/us/states/nh/people/mark-mackenzie.md
index 69c527db07..5229347149 100644
--- a/data/jurisdictions/us/states/nh/people/mark-mackenzie.md
+++ b/data/jurisdictions/us/states/nh/people/mark-mackenzie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 40"
+represents: "us/states/nh/districts/house/hillsborough-40"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 40 (NH State House of Representatives District Hillsborough 40).
 
+Represents [NH State House of Representatives District Hillsborough 40](/us/states/nh/districts/house/hillsborough-40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mark-mcconkey.md b/data/jurisdictions/us/states/nh/people/mark-mcconkey.md
index 85f70793e9..6c6fc27424 100644
--- a/data/jurisdictions/us/states/nh/people/mark-mcconkey.md
+++ b/data/jurisdictions/us/states/nh/people/mark-mcconkey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 3"
+represents: "us/states/nh/districts/senate/3"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 3 (NH State Senate District 3).
 
+Represents [NH State Senate District 3](/us/states/nh/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mark-mclean.md b/data/jurisdictions/us/states/nh/people/mark-mclean.md
index fb8e97668e..f6d624c0b9 100644
--- a/data/jurisdictions/us/states/nh/people/mark-mclean.md
+++ b/data/jurisdictions/us/states/nh/people/mark-mclean.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 15"
+represents: "us/states/nh/districts/house/hillsborough-15"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 15 (NH State House of Representatives District Hillsborough 15).
 
+Represents [NH State House of Representatives District Hillsborough 15](/us/states/nh/districts/house/hillsborough-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mark-paige.md b/data/jurisdictions/us/states/nh/people/mark-paige.md
index 127fc9cc57..0d48b1c62d 100644
--- a/data/jurisdictions/us/states/nh/people/mark-paige.md
+++ b/data/jurisdictions/us/states/nh/people/mark-paige.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 11"
+represents: "us/states/nh/districts/house/rockingham-11"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 11 (NH State House of Representatives District Rockingham 11).
 
+Represents [NH State House of Representatives District Rockingham 11](/us/states/nh/districts/house/rockingham-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mark-pearson.md b/data/jurisdictions/us/states/nh/people/mark-pearson.md
index cbbd4f3cad..72390570fc 100644
--- a/data/jurisdictions/us/states/nh/people/mark-pearson.md
+++ b/data/jurisdictions/us/states/nh/people/mark-pearson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 34"
+represents: "us/states/nh/districts/house/rockingham-34"
 tenure:
   start: "2016-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 34 (NH State House of Representatives District Rockingham 34).
 
+Represents [NH State House of Representatives District Rockingham 34](/us/states/nh/districts/house/rockingham-34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mark-proulx.md b/data/jurisdictions/us/states/nh/people/mark-proulx.md
index f2bb48d5e1..e9700b8a4c 100644
--- a/data/jurisdictions/us/states/nh/people/mark-proulx.md
+++ b/data/jurisdictions/us/states/nh/people/mark-proulx.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 15"
+represents: "us/states/nh/districts/house/hillsborough-15"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 15 (NH State House of Representatives District Hillsborough 15).
 
+Represents [NH State House of Representatives District Hillsborough 15](/us/states/nh/districts/house/hillsborough-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mark-vallone.md b/data/jurisdictions/us/states/nh/people/mark-vallone.md
index f433d4fd9c..4a907c33be 100644
--- a/data/jurisdictions/us/states/nh/people/mark-vallone.md
+++ b/data/jurisdictions/us/states/nh/people/mark-vallone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 5"
+represents: "us/states/nh/districts/house/rockingham-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 5 (NH State House of Representatives District Rockingham 5).
 
+Represents [NH State House of Representatives District Rockingham 5](/us/states/nh/districts/house/rockingham-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mark-warden.md b/data/jurisdictions/us/states/nh/people/mark-warden.md
index d6dceb4c7b..adf278e5ab 100644
--- a/data/jurisdictions/us/states/nh/people/mark-warden.md
+++ b/data/jurisdictions/us/states/nh/people/mark-warden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 39"
+represents: "us/states/nh/districts/house/hillsborough-39"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 39 (NH State House of Representatives District Hillsborough 39).
 
+Represents [NH State House of Representatives District Hillsborough 39](/us/states/nh/districts/house/hillsborough-39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/martin-jack.md b/data/jurisdictions/us/states/nh/people/martin-jack.md
index 13bbbbeb1d..f7b19e6952 100644
--- a/data/jurisdictions/us/states/nh/people/martin-jack.md
+++ b/data/jurisdictions/us/states/nh/people/martin-jack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 10"
+represents: "us/states/nh/districts/house/hillsborough-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 10 (NH State House of Representatives District Hillsborough 10).
 
+Represents [NH State House of Representatives District Hillsborough 10](/us/states/nh/districts/house/hillsborough-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mary-ford.md b/data/jurisdictions/us/states/nh/people/mary-ford.md
index ee5cfd3b21..bf08cf78cc 100644
--- a/data/jurisdictions/us/states/nh/people/mary-ford.md
+++ b/data/jurisdictions/us/states/nh/people/mary-ford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 3"
+represents: "us/states/nh/districts/house/rockingham-3"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 3 (NH State House of Representatives District Rockingham 3).
 
+Represents [NH State House of Representatives District Rockingham 3](/us/states/nh/districts/house/rockingham-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mary-georges.md b/data/jurisdictions/us/states/nh/people/mary-georges.md
index 667a6dbdcf..4f4495f606 100644
--- a/data/jurisdictions/us/states/nh/people/mary-georges.md
+++ b/data/jurisdictions/us/states/nh/people/mary-georges.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 23"
+represents: "us/states/nh/districts/house/hillsborough-23"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 23 (NH State House of Representatives District Hillsborough 23).
 
+Represents [NH State House of Representatives District Hillsborough 23](/us/states/nh/districts/house/hillsborough-23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mary-hakken-phillips.md b/data/jurisdictions/us/states/nh/people/mary-hakken-phillips.md
index 59c9e2ba38..baf3cde60a 100644
--- a/data/jurisdictions/us/states/nh/people/mary-hakken-phillips.md
+++ b/data/jurisdictions/us/states/nh/people/mary-hakken-phillips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 12"
+represents: "us/states/nh/districts/house/grafton-12"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 12 (NH State House of Representatives District Grafton 12).
 
+Represents [NH State House of Representatives District Grafton 12](/us/states/nh/districts/house/grafton-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mary-jane-wallner.md b/data/jurisdictions/us/states/nh/people/mary-jane-wallner.md
index 4db2236f59..03216d49b9 100644
--- a/data/jurisdictions/us/states/nh/people/mary-jane-wallner.md
+++ b/data/jurisdictions/us/states/nh/people/mary-jane-wallner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 19"
+represents: "us/states/nh/districts/house/merrimack-19"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 19 (NH State House of Representatives District Merrimack 19).
 
+Represents [NH State House of Representatives District Merrimack 19](/us/states/nh/districts/house/merrimack-19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mary-murphy.md b/data/jurisdictions/us/states/nh/people/mary-murphy.md
index c0aa211e1c..9187441a91 100644
--- a/data/jurisdictions/us/states/nh/people/mary-murphy.md
+++ b/data/jurisdictions/us/states/nh/people/mary-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 27"
+represents: "us/states/nh/districts/house/hillsborough-27"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 27 (NH State House of Representatives District Hillsborough 27).
 
+Represents [NH State House of Representatives District Hillsborough 27](/us/states/nh/districts/house/hillsborough-27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/matt-coker.md b/data/jurisdictions/us/states/nh/people/matt-coker.md
index 058ab8f49f..0a764a00a9 100644
--- a/data/jurisdictions/us/states/nh/people/matt-coker.md
+++ b/data/jurisdictions/us/states/nh/people/matt-coker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 2"
+represents: "us/states/nh/districts/house/belknap-2"
 tenure:
   start: "2024-02-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 2 (NH State House of Representatives District Belknap 2).
 
+Represents [NH State House of Representatives District Belknap 2](/us/states/nh/districts/house/belknap-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/matt-drew.md b/data/jurisdictions/us/states/nh/people/matt-drew.md
index 9b2d70722b..e04d3320c0 100644
--- a/data/jurisdictions/us/states/nh/people/matt-drew.md
+++ b/data/jurisdictions/us/states/nh/people/matt-drew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 19"
+represents: "us/states/nh/districts/house/hillsborough-19"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 19 (NH State House of Representatives District Hillsborough 19).
 
+Represents [NH State House of Representatives District Hillsborough 19](/us/states/nh/districts/house/hillsborough-19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/matt-sabourin-dit-choiniere.md b/data/jurisdictions/us/states/nh/people/matt-sabourin-dit-choiniere.md
index 1e97240d1b..fbfa42b934 100644
--- a/data/jurisdictions/us/states/nh/people/matt-sabourin-dit-choiniere.md
+++ b/data/jurisdictions/us/states/nh/people/matt-sabourin-dit-choiniere.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 30"
+represents: "us/states/nh/districts/house/rockingham-30"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 30 (NH State House of Representatives District Rockingham 30).
 
+Represents [NH State House of Representatives District Rockingham 30](/us/states/nh/districts/house/rockingham-30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/matt-wilhelm.md b/data/jurisdictions/us/states/nh/people/matt-wilhelm.md
index cba1f53a1f..ad99edbf17 100644
--- a/data/jurisdictions/us/states/nh/people/matt-wilhelm.md
+++ b/data/jurisdictions/us/states/nh/people/matt-wilhelm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 21"
+represents: "us/states/nh/districts/house/hillsborough-21"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 21 (NH State House of Representatives District Hillsborough 21).
 
+Represents [NH State House of Representatives District Hillsborough 21](/us/states/nh/districts/house/hillsborough-21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/matthew-hicks.md b/data/jurisdictions/us/states/nh/people/matthew-hicks.md
index d493dafa56..40ad289e6f 100644
--- a/data/jurisdictions/us/states/nh/people/matthew-hicks.md
+++ b/data/jurisdictions/us/states/nh/people/matthew-hicks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 24"
+represents: "us/states/nh/districts/house/merrimack-24"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 24 (NH State House of Representatives District Merrimack 24).
 
+Represents [NH State House of Representatives District Merrimack 24](/us/states/nh/districts/house/merrimack-24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/matthew-pitaro.md b/data/jurisdictions/us/states/nh/people/matthew-pitaro.md
index 2455eb5a4a..cc94615bab 100644
--- a/data/jurisdictions/us/states/nh/people/matthew-pitaro.md
+++ b/data/jurisdictions/us/states/nh/people/matthew-pitaro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 11"
+represents: "us/states/nh/districts/house/merrimack-11"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 11 (NH State House of Representatives District Merrimack 11).
 
+Represents [NH State House of Representatives District Merrimack 11](/us/states/nh/districts/house/merrimack-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/maureen-mooney.md b/data/jurisdictions/us/states/nh/people/maureen-mooney.md
index be17ef2024..86c7e257a2 100644
--- a/data/jurisdictions/us/states/nh/people/maureen-mooney.md
+++ b/data/jurisdictions/us/states/nh/people/maureen-mooney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 12"
+represents: "us/states/nh/districts/house/hillsborough-12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 12 (NH State House of Representatives District Hillsborough 12).
 
+Represents [NH State House of Representatives District Hillsborough 12](/us/states/nh/districts/house/hillsborough-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/megan-murray.md b/data/jurisdictions/us/states/nh/people/megan-murray.md
index e34331852f..8e567f3cf1 100644
--- a/data/jurisdictions/us/states/nh/people/megan-murray.md
+++ b/data/jurisdictions/us/states/nh/people/megan-murray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 37"
+represents: "us/states/nh/districts/house/hillsborough-37"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 37 (NH State House of Representatives District Hillsborough 37).
 
+Represents [NH State House of Representatives District Hillsborough 37](/us/states/nh/districts/house/hillsborough-37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/melissa-litchfield.md b/data/jurisdictions/us/states/nh/people/melissa-litchfield.md
index 207a48fa2f..468426c26b 100644
--- a/data/jurisdictions/us/states/nh/people/melissa-litchfield.md
+++ b/data/jurisdictions/us/states/nh/people/melissa-litchfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 32"
+represents: "us/states/nh/districts/house/rockingham-32"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 32 (NH State House of Representatives District Rockingham 32).
 
+Represents [NH State House of Representatives District Rockingham 32](/us/states/nh/districts/house/rockingham-32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/merryl-gibbs.md b/data/jurisdictions/us/states/nh/people/merryl-gibbs.md
index f1b1a265ee..43b27b646d 100644
--- a/data/jurisdictions/us/states/nh/people/merryl-gibbs.md
+++ b/data/jurisdictions/us/states/nh/people/merryl-gibbs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 23"
+represents: "us/states/nh/districts/house/merrimack-23"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 23 (NH State House of Representatives District Merrimack 23).
 
+Represents [NH State House of Representatives District Merrimack 23](/us/states/nh/districts/house/merrimack-23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/michael-aron.md b/data/jurisdictions/us/states/nh/people/michael-aron.md
index 9431b21ce8..242722d72f 100644
--- a/data/jurisdictions/us/states/nh/people/michael-aron.md
+++ b/data/jurisdictions/us/states/nh/people/michael-aron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 8"
+represents: "us/states/nh/districts/house/sullivan-8"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 8 (NH State House of Representatives District Sullivan 8).
 
+Represents [NH State House of Representatives District Sullivan 8](/us/states/nh/districts/house/sullivan-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/michael-cahill.md b/data/jurisdictions/us/states/nh/people/michael-cahill.md
index 517586ee32..08251fe91a 100644
--- a/data/jurisdictions/us/states/nh/people/michael-cahill.md
+++ b/data/jurisdictions/us/states/nh/people/michael-cahill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 10"
+represents: "us/states/nh/districts/house/rockingham-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 10 (NH State House of Representatives District Rockingham 10).
 
+Represents [NH State House of Representatives District Rockingham 10](/us/states/nh/districts/house/rockingham-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/michael-edgar.md b/data/jurisdictions/us/states/nh/people/michael-edgar.md
index 917b3c6c80..44113fd2f6 100644
--- a/data/jurisdictions/us/states/nh/people/michael-edgar.md
+++ b/data/jurisdictions/us/states/nh/people/michael-edgar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 29"
+represents: "us/states/nh/districts/house/rockingham-29"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 29 (NH State House of Representatives District Rockingham 29).
 
+Represents [NH State House of Representatives District Rockingham 29](/us/states/nh/districts/house/rockingham-29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/michael-granger.md b/data/jurisdictions/us/states/nh/people/michael-granger.md
index b97ff971dd..3506358f9a 100644
--- a/data/jurisdictions/us/states/nh/people/michael-granger.md
+++ b/data/jurisdictions/us/states/nh/people/michael-granger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 2"
+represents: "us/states/nh/districts/house/strafford-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 2 (NH State House of Representatives District Strafford 2).
 
+Represents [NH State House of Representatives District Strafford 2](/us/states/nh/districts/house/strafford-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/michael-vose.md b/data/jurisdictions/us/states/nh/people/michael-vose.md
index 282ec402d9..782368d268 100644
--- a/data/jurisdictions/us/states/nh/people/michael-vose.md
+++ b/data/jurisdictions/us/states/nh/people/michael-vose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 5"
+represents: "us/states/nh/districts/house/rockingham-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 5 (NH State House of Representatives District Rockingham 5).
 
+Represents [NH State House of Representatives District Rockingham 5](/us/states/nh/districts/house/rockingham-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mike-belcher.md b/data/jurisdictions/us/states/nh/people/mike-belcher.md
index df89b6ff61..534de6c85d 100644
--- a/data/jurisdictions/us/states/nh/people/mike-belcher.md
+++ b/data/jurisdictions/us/states/nh/people/mike-belcher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 4"
+represents: "us/states/nh/districts/house/carroll-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 4 (NH State House of Representatives District Carroll 4).
 
+Represents [NH State House of Representatives District Carroll 4](/us/states/nh/districts/house/carroll-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mike-bordes.md b/data/jurisdictions/us/states/nh/people/mike-bordes.md
index 97234a4295..f78e802398 100644
--- a/data/jurisdictions/us/states/nh/people/mike-bordes.md
+++ b/data/jurisdictions/us/states/nh/people/mike-bordes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 5"
+represents: "us/states/nh/districts/house/belknap-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 5 (NH State House of Representatives District Belknap 5).
 
+Represents [NH State House of Representatives District Belknap 5](/us/states/nh/districts/house/belknap-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mike-drago.md b/data/jurisdictions/us/states/nh/people/mike-drago.md
index 362a277ba5..47e6d47857 100644
--- a/data/jurisdictions/us/states/nh/people/mike-drago.md
+++ b/data/jurisdictions/us/states/nh/people/mike-drago.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 4"
+represents: "us/states/nh/districts/house/rockingham-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 4 (NH State House of Representatives District Rockingham 4).
 
+Represents [NH State House of Representatives District Rockingham 4](/us/states/nh/districts/house/rockingham-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mike-harrington.md b/data/jurisdictions/us/states/nh/people/mike-harrington.md
index bbb287612f..f59044955a 100644
--- a/data/jurisdictions/us/states/nh/people/mike-harrington.md
+++ b/data/jurisdictions/us/states/nh/people/mike-harrington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 18"
+represents: "us/states/nh/districts/house/strafford-18"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 18 (NH State House of Representatives District Strafford 18).
 
+Represents [NH State House of Representatives District Strafford 18](/us/states/nh/districts/house/strafford-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mike-moffett.md b/data/jurisdictions/us/states/nh/people/mike-moffett.md
index 317948a8b3..60fe912223 100644
--- a/data/jurisdictions/us/states/nh/people/mike-moffett.md
+++ b/data/jurisdictions/us/states/nh/people/mike-moffett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 4"
+represents: "us/states/nh/districts/house/merrimack-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 4 (NH State House of Representatives District Merrimack 4).
 
+Represents [NH State House of Representatives District Merrimack 4](/us/states/nh/districts/house/merrimack-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/mike-ouellet.md b/data/jurisdictions/us/states/nh/people/mike-ouellet.md
index f4dbf5ea44..bd4b8f9e7a 100644
--- a/data/jurisdictions/us/states/nh/people/mike-ouellet.md
+++ b/data/jurisdictions/us/states/nh/people/mike-ouellet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Coos 3"
+represents: "us/states/nh/districts/house/coos-3"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Coos 3 (NH State House of Representatives District Coos 3).
 
+Represents [NH State House of Representatives District Coos 3](/us/states/nh/districts/house/coos-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/molly-howard.md b/data/jurisdictions/us/states/nh/people/molly-howard.md
index 45adaf8c53..6934394d95 100644
--- a/data/jurisdictions/us/states/nh/people/molly-howard.md
+++ b/data/jurisdictions/us/states/nh/people/molly-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 31"
+represents: "us/states/nh/districts/house/hillsborough-31"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 31 (NH State House of Representatives District Hillsborough 31).
 
+Represents [NH State House of Representatives District Hillsborough 31](/us/states/nh/districts/house/hillsborough-31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/muriel-hall.md b/data/jurisdictions/us/states/nh/people/muriel-hall.md
index 4412ce244b..54a6b4608d 100644
--- a/data/jurisdictions/us/states/nh/people/muriel-hall.md
+++ b/data/jurisdictions/us/states/nh/people/muriel-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 9"
+represents: "us/states/nh/districts/house/merrimack-9"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 9 (NH State House of Representatives District Merrimack 9).
 
+Represents [NH State House of Representatives District Merrimack 9](/us/states/nh/districts/house/merrimack-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/myles-england.md b/data/jurisdictions/us/states/nh/people/myles-england.md
index 0bb44642ae..9735b3f74d 100644
--- a/data/jurisdictions/us/states/nh/people/myles-england.md
+++ b/data/jurisdictions/us/states/nh/people/myles-england.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 12"
+represents: "us/states/nh/districts/house/strafford-12"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 12 (NH State House of Representatives District Strafford 12).
 
+Represents [NH State House of Representatives District Strafford 12](/us/states/nh/districts/house/strafford-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/nancy-murphy.md b/data/jurisdictions/us/states/nh/people/nancy-murphy.md
index 0f7e0ba036..a276a30614 100644
--- a/data/jurisdictions/us/states/nh/people/nancy-murphy.md
+++ b/data/jurisdictions/us/states/nh/people/nancy-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 12"
+represents: "us/states/nh/districts/house/hillsborough-12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 12 (NH State House of Representatives District Hillsborough 12).
 
+Represents [NH State House of Representatives District Hillsborough 12](/us/states/nh/districts/house/hillsborough-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ned-raynolds.md b/data/jurisdictions/us/states/nh/people/ned-raynolds.md
index f7782dd045..88a4c08dfa 100644
--- a/data/jurisdictions/us/states/nh/people/ned-raynolds.md
+++ b/data/jurisdictions/us/states/nh/people/ned-raynolds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 39"
+represents: "us/states/nh/districts/house/rockingham-39"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 39 (NH State House of Representatives District Rockingham 39).
 
+Represents [NH State House of Representatives District Rockingham 39](/us/states/nh/districts/house/rockingham-39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/nicholas-bridle.md b/data/jurisdictions/us/states/nh/people/nicholas-bridle.md
index 2d291438a0..181d617618 100644
--- a/data/jurisdictions/us/states/nh/people/nicholas-bridle.md
+++ b/data/jurisdictions/us/states/nh/people/nicholas-bridle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 29"
+represents: "us/states/nh/districts/house/rockingham-29"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 29 (NH State House of Representatives District Rockingham 29).
 
+Represents [NH State House of Representatives District Rockingham 29](/us/states/nh/districts/house/rockingham-29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/nick-germana.md b/data/jurisdictions/us/states/nh/people/nick-germana.md
index c4b02f4711..01256eebea 100644
--- a/data/jurisdictions/us/states/nh/people/nick-germana.md
+++ b/data/jurisdictions/us/states/nh/people/nick-germana.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 15"
+represents: "us/states/nh/districts/house/cheshire-15"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 15 (NH State House of Representatives District Cheshire 15).
 
+Represents [NH State House of Representatives District Cheshire 15](/us/states/nh/districts/house/cheshire-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/nicole-leapley.md b/data/jurisdictions/us/states/nh/people/nicole-leapley.md
index c8c65cc69b..57f06c6edd 100644
--- a/data/jurisdictions/us/states/nh/people/nicole-leapley.md
+++ b/data/jurisdictions/us/states/nh/people/nicole-leapley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 22"
+represents: "us/states/nh/districts/house/hillsborough-22"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 22 (NH State House of Representatives District Hillsborough 22).
 
+Represents [NH State House of Representatives District Hillsborough 22](/us/states/nh/districts/house/hillsborough-22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/paige-beauchemin.md b/data/jurisdictions/us/states/nh/people/paige-beauchemin.md
index 73a7f053e0..c9094f10c4 100644
--- a/data/jurisdictions/us/states/nh/people/paige-beauchemin.md
+++ b/data/jurisdictions/us/states/nh/people/paige-beauchemin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 3"
+represents: "us/states/nh/districts/house/hillsborough-3"
 tenure:
   start: "2023-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 3 (NH State House of Representatives District Hillsborough 3).
 
+Represents [NH State House of Representatives District Hillsborough 3](/us/states/nh/districts/house/hillsborough-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/pam-brown.md b/data/jurisdictions/us/states/nh/people/pam-brown.md
index 0756b68009..b32a9dee70 100644
--- a/data/jurisdictions/us/states/nh/people/pam-brown.md
+++ b/data/jurisdictions/us/states/nh/people/pam-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 14"
+represents: "us/states/nh/districts/house/rockingham-14"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 14 (NH State House of Representatives District Rockingham 14).
 
+Represents [NH State House of Representatives District Rockingham 14](/us/states/nh/districts/house/rockingham-14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/pat-long.md b/data/jurisdictions/us/states/nh/people/pat-long.md
index a627ad2dce..ae08d86727 100644
--- a/data/jurisdictions/us/states/nh/people/pat-long.md
+++ b/data/jurisdictions/us/states/nh/people/pat-long.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 20"
+represents: "us/states/nh/districts/senate/20"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 20 (NH State Senate District 20).
 
+Represents [NH State Senate District 20](/us/states/nh/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/patricia-cornell.md b/data/jurisdictions/us/states/nh/people/patricia-cornell.md
index d1a505d63c..e2305ef016 100644
--- a/data/jurisdictions/us/states/nh/people/patricia-cornell.md
+++ b/data/jurisdictions/us/states/nh/people/patricia-cornell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 22"
+represents: "us/states/nh/districts/house/hillsborough-22"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 22 (NH State House of Representatives District Hillsborough 22).
 
+Represents [NH State House of Representatives District Hillsborough 22](/us/states/nh/districts/house/hillsborough-22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/patrick-long.md b/data/jurisdictions/us/states/nh/people/patrick-long.md
index 1f4e5dad8c..6c4cfcf2c5 100644
--- a/data/jurisdictions/us/states/nh/people/patrick-long.md
+++ b/data/jurisdictions/us/states/nh/people/patrick-long.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 26"
+represents: "us/states/nh/districts/house/hillsborough-26"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 26 (NH State House of Representatives District Hillsborough 26).
 
+Represents [NH State House of Representatives District Hillsborough 26](/us/states/nh/districts/house/hillsborough-26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/paul-berch.md b/data/jurisdictions/us/states/nh/people/paul-berch.md
index e4aeb03ab5..991e84cc30 100644
--- a/data/jurisdictions/us/states/nh/people/paul-berch.md
+++ b/data/jurisdictions/us/states/nh/people/paul-berch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 6"
+represents: "us/states/nh/districts/house/cheshire-6"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 6 (NH State House of Representatives District Cheshire 6).
 
+Represents [NH State House of Representatives District Cheshire 6](/us/states/nh/districts/house/cheshire-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/paul-dargie.md b/data/jurisdictions/us/states/nh/people/paul-dargie.md
index 1a80f42a60..e659293a5c 100644
--- a/data/jurisdictions/us/states/nh/people/paul-dargie.md
+++ b/data/jurisdictions/us/states/nh/people/paul-dargie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 43"
+represents: "us/states/nh/districts/house/hillsborough-43"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 43 (NH State House of Representatives District Hillsborough 43).
 
+Represents [NH State House of Representatives District Hillsborough 43](/us/states/nh/districts/house/hillsborough-43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/paul-terry.md b/data/jurisdictions/us/states/nh/people/paul-terry.md
index c06242e849..2d028b1c9c 100644
--- a/data/jurisdictions/us/states/nh/people/paul-terry.md
+++ b/data/jurisdictions/us/states/nh/people/paul-terry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 7"
+represents: "us/states/nh/districts/house/belknap-7"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 7 (NH State House of Representatives District Belknap 7).
 
+Represents [NH State House of Representatives District Belknap 7](/us/states/nh/districts/house/belknap-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/paul-tudor.md b/data/jurisdictions/us/states/nh/people/paul-tudor.md
index cfa7eea3ce..7b5d5b5aa4 100644
--- a/data/jurisdictions/us/states/nh/people/paul-tudor.md
+++ b/data/jurisdictions/us/states/nh/people/paul-tudor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 1"
+represents: "us/states/nh/districts/house/rockingham-1"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 1 (NH State House of Representatives District Rockingham 1).
 
+Represents [NH State House of Representatives District Rockingham 1](/us/states/nh/districts/house/rockingham-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/peggy-balboni.md b/data/jurisdictions/us/states/nh/people/peggy-balboni.md
index 06c0bd0619..e1abd2e34e 100644
--- a/data/jurisdictions/us/states/nh/people/peggy-balboni.md
+++ b/data/jurisdictions/us/states/nh/people/peggy-balboni.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 38"
+represents: "us/states/nh/districts/house/rockingham-38"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 38 (NH State House of Representatives District Rockingham 38).
 
+Represents [NH State House of Representatives District Rockingham 38](/us/states/nh/districts/house/rockingham-38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/pete-morency.md b/data/jurisdictions/us/states/nh/people/pete-morency.md
index ea8abb1c35..c378b9241c 100644
--- a/data/jurisdictions/us/states/nh/people/pete-morency.md
+++ b/data/jurisdictions/us/states/nh/people/pete-morency.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Coos 5"
+represents: "us/states/nh/districts/house/coos-5"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Coos 5 (NH State House of Representatives District Coos 5).
 
+Represents [NH State House of Representatives District Coos 5](/us/states/nh/districts/house/coos-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/peter-bixby.md b/data/jurisdictions/us/states/nh/people/peter-bixby.md
index 10e2a110dc..1413317c2c 100644
--- a/data/jurisdictions/us/states/nh/people/peter-bixby.md
+++ b/data/jurisdictions/us/states/nh/people/peter-bixby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 13"
+represents: "us/states/nh/districts/house/strafford-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 13 (NH State House of Representatives District Strafford 13).
 
+Represents [NH State House of Representatives District Strafford 13](/us/states/nh/districts/house/strafford-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/peter-leishman.md b/data/jurisdictions/us/states/nh/people/peter-leishman.md
index 33c122ece2..b47358f379 100644
--- a/data/jurisdictions/us/states/nh/people/peter-leishman.md
+++ b/data/jurisdictions/us/states/nh/people/peter-leishman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 33"
+represents: "us/states/nh/districts/house/hillsborough-33"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 33 (NH State House of Representatives District Hillsborough 33).
 
+Represents [NH State House of Representatives District Hillsborough 33](/us/states/nh/districts/house/hillsborough-33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/peter-lovett.md b/data/jurisdictions/us/states/nh/people/peter-lovett.md
index 625b231854..ad11868521 100644
--- a/data/jurisdictions/us/states/nh/people/peter-lovett.md
+++ b/data/jurisdictions/us/states/nh/people/peter-lovett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 8"
+represents: "us/states/nh/districts/house/grafton-8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 8 (NH State House of Representatives District Grafton 8).
 
+Represents [NH State House of Representatives District Grafton 8](/us/states/nh/districts/house/grafton-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/peter-mehegan.md b/data/jurisdictions/us/states/nh/people/peter-mehegan.md
index 26853313e0..29f5fed9c1 100644
--- a/data/jurisdictions/us/states/nh/people/peter-mehegan.md
+++ b/data/jurisdictions/us/states/nh/people/peter-mehegan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 12"
+represents: "us/states/nh/districts/house/merrimack-12"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 12 (NH State House of Representatives District Merrimack 12).
 
+Represents [NH State House of Representatives District Merrimack 12](/us/states/nh/districts/house/merrimack-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/peter-petrigno.md b/data/jurisdictions/us/states/nh/people/peter-petrigno.md
index 9ea4ca226a..c6e2b87534 100644
--- a/data/jurisdictions/us/states/nh/people/peter-petrigno.md
+++ b/data/jurisdictions/us/states/nh/people/peter-petrigno.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 43"
+represents: "us/states/nh/districts/house/hillsborough-43"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 43 (NH State House of Representatives District Hillsborough 43).
 
+Represents [NH State House of Representatives District Hillsborough 43](/us/states/nh/districts/house/hillsborough-43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/peter-schmidt.md b/data/jurisdictions/us/states/nh/people/peter-schmidt.md
index 046901cecc..a04d508405 100644
--- a/data/jurisdictions/us/states/nh/people/peter-schmidt.md
+++ b/data/jurisdictions/us/states/nh/people/peter-schmidt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 14"
+represents: "us/states/nh/districts/house/strafford-14"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 14 (NH State House of Representatives District Strafford 14).
 
+Represents [NH State House of Representatives District Strafford 14](/us/states/nh/districts/house/strafford-14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/peter-varney.md b/data/jurisdictions/us/states/nh/people/peter-varney.md
index 9c971621e0..3bde62f18f 100644
--- a/data/jurisdictions/us/states/nh/people/peter-varney.md
+++ b/data/jurisdictions/us/states/nh/people/peter-varney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 7"
+represents: "us/states/nh/districts/house/belknap-7"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 7 (NH State House of Representatives District Belknap 7).
 
+Represents [NH State House of Representatives District Belknap 7](/us/states/nh/districts/house/belknap-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/philip-jones.md b/data/jurisdictions/us/states/nh/people/philip-jones.md
index c97ede9d20..347fb691bd 100644
--- a/data/jurisdictions/us/states/nh/people/philip-jones.md
+++ b/data/jurisdictions/us/states/nh/people/philip-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 3"
+represents: "us/states/nh/districts/house/cheshire-3"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 3 (NH State House of Representatives District Cheshire 3).
 
+Represents [NH State House of Representatives District Cheshire 3](/us/states/nh/districts/house/cheshire-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/phyllis-katsakiores.md b/data/jurisdictions/us/states/nh/people/phyllis-katsakiores.md
index 592b9f4627..f81c75e89d 100644
--- a/data/jurisdictions/us/states/nh/people/phyllis-katsakiores.md
+++ b/data/jurisdictions/us/states/nh/people/phyllis-katsakiores.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 13"
+represents: "us/states/nh/districts/house/rockingham-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 13 (NH State House of Representatives District Rockingham 13).
 
+Represents [NH State House of Representatives District Rockingham 13](/us/states/nh/districts/house/rockingham-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/pierre-dupont.md b/data/jurisdictions/us/states/nh/people/pierre-dupont.md
index d09ad52813..8985bd2144 100644
--- a/data/jurisdictions/us/states/nh/people/pierre-dupont.md
+++ b/data/jurisdictions/us/states/nh/people/pierre-dupont.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 20"
+represents: "us/states/nh/districts/house/hillsborough-20"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 20 (NH State House of Representatives District Hillsborough 20).
 
+Represents [NH State House of Representatives District Hillsborough 20](/us/states/nh/districts/house/hillsborough-20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ralph-boehm.md b/data/jurisdictions/us/states/nh/people/ralph-boehm.md
index eaa08d1ec4..d217fef599 100644
--- a/data/jurisdictions/us/states/nh/people/ralph-boehm.md
+++ b/data/jurisdictions/us/states/nh/people/ralph-boehm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 38"
+represents: "us/states/nh/districts/house/hillsborough-38"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 38 (NH State House of Representatives District Hillsborough 38).
 
+Represents [NH State House of Representatives District Hillsborough 38](/us/states/nh/districts/house/hillsborough-38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ray-newman.md b/data/jurisdictions/us/states/nh/people/ray-newman.md
index d8f0bb8a22..e2f8bf952b 100644
--- a/data/jurisdictions/us/states/nh/people/ray-newman.md
+++ b/data/jurisdictions/us/states/nh/people/ray-newman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 4"
+represents: "us/states/nh/districts/house/hillsborough-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 4 (NH State House of Representatives District Hillsborough 4).
 
+Represents [NH State House of Representatives District Hillsborough 4](/us/states/nh/districts/house/hillsborough-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ray-peeples.md b/data/jurisdictions/us/states/nh/people/ray-peeples.md
index b03ce84c36..1691cf7d21 100644
--- a/data/jurisdictions/us/states/nh/people/ray-peeples.md
+++ b/data/jurisdictions/us/states/nh/people/ray-peeples.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 14"
+represents: "us/states/nh/districts/house/hillsborough-14"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 14 (NH State House of Representatives District Hillsborough 14).
 
+Represents [NH State House of Representatives District Hillsborough 14](/us/states/nh/districts/house/hillsborough-14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ray-plante.md b/data/jurisdictions/us/states/nh/people/ray-plante.md
index 24930118e4..273af534fe 100644
--- a/data/jurisdictions/us/states/nh/people/ray-plante.md
+++ b/data/jurisdictions/us/states/nh/people/ray-plante.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 27"
+represents: "us/states/nh/districts/house/merrimack-27"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 27 (NH State House of Representatives District Merrimack 27).
 
+Represents [NH State House of Representatives District Merrimack 27](/us/states/nh/districts/house/merrimack-27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/rebecca-perkins-kwoka.md b/data/jurisdictions/us/states/nh/people/rebecca-perkins-kwoka.md
index db2b6e0435..bd7785c360 100644
--- a/data/jurisdictions/us/states/nh/people/rebecca-perkins-kwoka.md
+++ b/data/jurisdictions/us/states/nh/people/rebecca-perkins-kwoka.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 21"
+represents: "us/states/nh/districts/senate/21"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 21 (NH State Senate District 21).
 
+Represents [NH State Senate District 21](/us/states/nh/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/regina-birdsell.md b/data/jurisdictions/us/states/nh/people/regina-birdsell.md
index d3193e97f9..5f79b64330 100644
--- a/data/jurisdictions/us/states/nh/people/regina-birdsell.md
+++ b/data/jurisdictions/us/states/nh/people/regina-birdsell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 19"
+represents: "us/states/nh/districts/senate/19"
 tenure:
   start: "2014-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 19 (NH State Senate District 19).
 
+Represents [NH State Senate District 19](/us/states/nh/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/rich-lascelles.md b/data/jurisdictions/us/states/nh/people/rich-lascelles.md
index 44ce708a53..7e0ea76847 100644
--- a/data/jurisdictions/us/states/nh/people/rich-lascelles.md
+++ b/data/jurisdictions/us/states/nh/people/rich-lascelles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 14"
+represents: "us/states/nh/districts/house/hillsborough-14"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 14 (NH State House of Representatives District Hillsborough 14).
 
+Represents [NH State House of Representatives District Hillsborough 14](/us/states/nh/districts/house/hillsborough-14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/rich-nalevanko.md b/data/jurisdictions/us/states/nh/people/rich-nalevanko.md
index f3860cb9da..27facd9a5d 100644
--- a/data/jurisdictions/us/states/nh/people/rich-nalevanko.md
+++ b/data/jurisdictions/us/states/nh/people/rich-nalevanko.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 9"
+represents: "us/states/nh/districts/house/cheshire-9"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 9 (NH State House of Representatives District Cheshire 9).
 
+Represents [NH State House of Representatives District Cheshire 9](/us/states/nh/districts/house/cheshire-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/richard-brown.md b/data/jurisdictions/us/states/nh/people/richard-brown.md
index 989e929fe1..d7215fc145 100644
--- a/data/jurisdictions/us/states/nh/people/richard-brown.md
+++ b/data/jurisdictions/us/states/nh/people/richard-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 8"
+represents: "us/states/nh/districts/house/carroll-8"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 8 (NH State House of Representatives District Carroll 8).
 
+Represents [NH State House of Representatives District Carroll 8](/us/states/nh/districts/house/carroll-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/richard-tripp.md b/data/jurisdictions/us/states/nh/people/richard-tripp.md
index 493be3d5bd..a1583cfc39 100644
--- a/data/jurisdictions/us/states/nh/people/richard-tripp.md
+++ b/data/jurisdictions/us/states/nh/people/richard-tripp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 13"
+represents: "us/states/nh/districts/house/rockingham-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 13 (NH State House of Representatives District Rockingham 13).
 
+Represents [NH State House of Representatives District Rockingham 13](/us/states/nh/districts/house/rockingham-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/riche-colcombe.md b/data/jurisdictions/us/states/nh/people/riche-colcombe.md
index ef3e295386..628a616a59 100644
--- a/data/jurisdictions/us/states/nh/people/riche-colcombe.md
+++ b/data/jurisdictions/us/states/nh/people/riche-colcombe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 30"
+represents: "us/states/nh/districts/house/hillsborough-30"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 30 (NH State House of Representatives District Hillsborough 30).
 
+Represents [NH State House of Representatives District Hillsborough 30](/us/states/nh/districts/house/hillsborough-30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/rick-devoid.md b/data/jurisdictions/us/states/nh/people/rick-devoid.md
index 246dfa27fc..6655ef224a 100644
--- a/data/jurisdictions/us/states/nh/people/rick-devoid.md
+++ b/data/jurisdictions/us/states/nh/people/rick-devoid.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 1"
+represents: "us/states/nh/districts/house/merrimack-1"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 1 (NH State House of Representatives District Merrimack 1).
 
+Represents [NH State House of Representatives District Merrimack 1](/us/states/nh/districts/house/merrimack-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/rick-ladd.md b/data/jurisdictions/us/states/nh/people/rick-ladd.md
index 4830defd5b..38d9681ad2 100644
--- a/data/jurisdictions/us/states/nh/people/rick-ladd.md
+++ b/data/jurisdictions/us/states/nh/people/rick-ladd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 5"
+represents: "us/states/nh/districts/house/grafton-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 5 (NH State House of Representatives District Grafton 5).
 
+Represents [NH State House of Representatives District Grafton 5](/us/states/nh/districts/house/grafton-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/rita-mattson.md b/data/jurisdictions/us/states/nh/people/rita-mattson.md
index 9209009924..6075c9d964 100644
--- a/data/jurisdictions/us/states/nh/people/rita-mattson.md
+++ b/data/jurisdictions/us/states/nh/people/rita-mattson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 18"
+represents: "us/states/nh/districts/house/cheshire-18"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 18 (NH State House of Representatives District Cheshire 18).
 
+Represents [NH State House of Representatives District Cheshire 18](/us/states/nh/districts/house/cheshire-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/robert-wherry.md b/data/jurisdictions/us/states/nh/people/robert-wherry.md
index 05e642c2f8..825fda6012 100644
--- a/data/jurisdictions/us/states/nh/people/robert-wherry.md
+++ b/data/jurisdictions/us/states/nh/people/robert-wherry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 13"
+represents: "us/states/nh/districts/house/hillsborough-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 13 (NH State House of Representatives District Hillsborough 13).
 
+Represents [NH State House of Representatives District Hillsborough 13](/us/states/nh/districts/house/hillsborough-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/robley-hall.md b/data/jurisdictions/us/states/nh/people/robley-hall.md
index 0a01ab5a2d..d3d30d1a60 100644
--- a/data/jurisdictions/us/states/nh/people/robley-hall.md
+++ b/data/jurisdictions/us/states/nh/people/robley-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 1"
+represents: "us/states/nh/districts/house/strafford-1"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 1 (NH State House of Representatives District Strafford 1).
 
+Represents [NH State House of Representatives District Strafford 1](/us/states/nh/districts/house/strafford-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ron-dunn.md b/data/jurisdictions/us/states/nh/people/ron-dunn.md
index 06cc77fb22..187f14d6fe 100644
--- a/data/jurisdictions/us/states/nh/people/ron-dunn.md
+++ b/data/jurisdictions/us/states/nh/people/ron-dunn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 16"
+represents: "us/states/nh/districts/house/rockingham-16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 16 (NH State House of Representatives District Rockingham 16).
 
+Represents [NH State House of Representatives District Rockingham 16](/us/states/nh/districts/house/rockingham-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/rosemarie-rung.md b/data/jurisdictions/us/states/nh/people/rosemarie-rung.md
index 99dbd266c7..b1b6dca172 100644
--- a/data/jurisdictions/us/states/nh/people/rosemarie-rung.md
+++ b/data/jurisdictions/us/states/nh/people/rosemarie-rung.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 12"
+represents: "us/states/nh/districts/house/hillsborough-12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 12 (NH State House of Representatives District Hillsborough 12).
 
+Represents [NH State House of Representatives District Hillsborough 12](/us/states/nh/districts/house/hillsborough-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ross-berry.md b/data/jurisdictions/us/states/nh/people/ross-berry.md
index 103efe04c0..54858a18ca 100644
--- a/data/jurisdictions/us/states/nh/people/ross-berry.md
+++ b/data/jurisdictions/us/states/nh/people/ross-berry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 44"
+represents: "us/states/nh/districts/house/hillsborough-44"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 44 (NH State House of Representatives District Hillsborough 44).
 
+Represents [NH State House of Representatives District Hillsborough 44](/us/states/nh/districts/house/hillsborough-44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/russ-dumais.md b/data/jurisdictions/us/states/nh/people/russ-dumais.md
index da504c0556..80b114adcb 100644
--- a/data/jurisdictions/us/states/nh/people/russ-dumais.md
+++ b/data/jurisdictions/us/states/nh/people/russ-dumais.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 6"
+represents: "us/states/nh/districts/house/belknap-6"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 6 (NH State House of Representatives District Belknap 6).
 
+Represents [NH State House of Representatives District Belknap 6](/us/states/nh/districts/house/belknap-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/russ-muirhead.md b/data/jurisdictions/us/states/nh/people/russ-muirhead.md
index 8f631e0056..cb32e3b2a1 100644
--- a/data/jurisdictions/us/states/nh/people/russ-muirhead.md
+++ b/data/jurisdictions/us/states/nh/people/russ-muirhead.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 12"
+represents: "us/states/nh/districts/house/grafton-12"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 12 (NH State House of Representatives District Grafton 12).
 
+Represents [NH State House of Representatives District Grafton 12](/us/states/nh/districts/house/grafton-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ruth-ward.md b/data/jurisdictions/us/states/nh/people/ruth-ward.md
index 58e54aea1d..795ad60291 100644
--- a/data/jurisdictions/us/states/nh/people/ruth-ward.md
+++ b/data/jurisdictions/us/states/nh/people/ruth-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 8"
+represents: "us/states/nh/districts/senate/8"
 tenure:
   start: "2016-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 8 (NH State Senate District 8).
 
+Represents [NH State Senate District 8](/us/states/nh/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sallie-fellows.md b/data/jurisdictions/us/states/nh/people/sallie-fellows.md
index 24a1728e7c..bf17d36af3 100644
--- a/data/jurisdictions/us/states/nh/people/sallie-fellows.md
+++ b/data/jurisdictions/us/states/nh/people/sallie-fellows.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 8"
+represents: "us/states/nh/districts/house/grafton-8"
 tenure:
   start: "2018-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 8 (NH State House of Representatives District Grafton 8).
 
+Represents [NH State House of Representatives District Grafton 8](/us/states/nh/districts/house/grafton-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sam-farrington.md b/data/jurisdictions/us/states/nh/people/sam-farrington.md
index dd7f5d7ca0..3ca1c854d6 100644
--- a/data/jurisdictions/us/states/nh/people/sam-farrington.md
+++ b/data/jurisdictions/us/states/nh/people/sam-farrington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 8"
+represents: "us/states/nh/districts/house/strafford-8"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 8 (NH State House of Representatives District Strafford 8).
 
+Represents [NH State House of Representatives District Strafford 8](/us/states/nh/districts/house/strafford-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/samantha-jacobs.md b/data/jurisdictions/us/states/nh/people/samantha-jacobs.md
index a1619ca54f..2bb41441fa 100644
--- a/data/jurisdictions/us/states/nh/people/samantha-jacobs.md
+++ b/data/jurisdictions/us/states/nh/people/samantha-jacobs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 15"
+represents: "us/states/nh/districts/house/cheshire-15"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 15 (NH State House of Representatives District Cheshire 15).
 
+Represents [NH State House of Representatives District Cheshire 15](/us/states/nh/districts/house/cheshire-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sanjeev-manohar.md b/data/jurisdictions/us/states/nh/people/sanjeev-manohar.md
index 642cee91e8..99355ca51f 100644
--- a/data/jurisdictions/us/states/nh/people/sanjeev-manohar.md
+++ b/data/jurisdictions/us/states/nh/people/sanjeev-manohar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 9"
+represents: "us/states/nh/districts/house/hillsborough-9"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 9 (NH State House of Representatives District Hillsborough 9).
 
+Represents [NH State House of Representatives District Hillsborough 9](/us/states/nh/districts/house/hillsborough-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/santosh-salvi.md b/data/jurisdictions/us/states/nh/people/santosh-salvi.md
index 9180f1a910..55f0f6fadc 100644
--- a/data/jurisdictions/us/states/nh/people/santosh-salvi.md
+++ b/data/jurisdictions/us/states/nh/people/santosh-salvi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 9"
+represents: "us/states/nh/districts/house/hillsborough-9"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 9 (NH State House of Representatives District Hillsborough 9).
 
+Represents [NH State House of Representatives District Hillsborough 9](/us/states/nh/districts/house/hillsborough-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sayra-devito.md b/data/jurisdictions/us/states/nh/people/sayra-devito.md
index 2032eeff2a..d2ecc394e1 100644
--- a/data/jurisdictions/us/states/nh/people/sayra-devito.md
+++ b/data/jurisdictions/us/states/nh/people/sayra-devito.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 8"
+represents: "us/states/nh/districts/house/rockingham-8"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 8 (NH State House of Representatives District Rockingham 8).
 
+Represents [NH State House of Representatives District Rockingham 8](/us/states/nh/districts/house/rockingham-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/scott-bryer.md b/data/jurisdictions/us/states/nh/people/scott-bryer.md
index 658ff888d7..34da0ef771 100644
--- a/data/jurisdictions/us/states/nh/people/scott-bryer.md
+++ b/data/jurisdictions/us/states/nh/people/scott-bryer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 1"
+represents: "us/states/nh/districts/house/rockingham-1"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 1 (NH State House of Representatives District Rockingham 1).
 
+Represents [NH State House of Representatives District Rockingham 1](/us/states/nh/districts/house/rockingham-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sean-durkin.md b/data/jurisdictions/us/states/nh/people/sean-durkin.md
index 821466b6dd..c385026e54 100644
--- a/data/jurisdictions/us/states/nh/people/sean-durkin.md
+++ b/data/jurisdictions/us/states/nh/people/sean-durkin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Coos 1"
+represents: "us/states/nh/districts/house/coos-1"
 tenure:
   start: "2024-01-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Coos 1 (NH State House of Representatives District Coos 1).
 
+Represents [NH State House of Representatives District Coos 1](/us/states/nh/districts/house/coos-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/seth-king.md b/data/jurisdictions/us/states/nh/people/seth-king.md
index fac9657074..769125a3f7 100644
--- a/data/jurisdictions/us/states/nh/people/seth-king.md
+++ b/data/jurisdictions/us/states/nh/people/seth-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Coos 4"
+represents: "us/states/nh/districts/house/coos-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Coos 4 (NH State House of Representatives District Coos 4).
 
+Represents [NH State House of Representatives District Coos 4](/us/states/nh/districts/house/coos-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/seth-miller.md b/data/jurisdictions/us/states/nh/people/seth-miller.md
index 4a53a5a748..6bb1060918 100644
--- a/data/jurisdictions/us/states/nh/people/seth-miller.md
+++ b/data/jurisdictions/us/states/nh/people/seth-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 21"
+represents: "us/states/nh/districts/house/strafford-21"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 21 (NH State House of Representatives District Strafford 21).
 
+Represents [NH State House of Representatives District Strafford 21](/us/states/nh/districts/house/strafford-21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/shane-sirois.md b/data/jurisdictions/us/states/nh/people/shane-sirois.md
index 3ed907a18e..2c80865387 100644
--- a/data/jurisdictions/us/states/nh/people/shane-sirois.md
+++ b/data/jurisdictions/us/states/nh/people/shane-sirois.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 32"
+represents: "us/states/nh/districts/house/hillsborough-32"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 32 (NH State House of Representatives District Hillsborough 32).
 
+Represents [NH State House of Representatives District Hillsborough 32](/us/states/nh/districts/house/hillsborough-32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sharon-carson.md b/data/jurisdictions/us/states/nh/people/sharon-carson.md
index bf87c57bb0..1dda5be56b 100644
--- a/data/jurisdictions/us/states/nh/people/sharon-carson.md
+++ b/data/jurisdictions/us/states/nh/people/sharon-carson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 14"
+represents: "us/states/nh/districts/senate/14"
 tenure:
   start: "2008-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 14 (NH State Senate District 14).
 
+Represents [NH State Senate District 14](/us/states/nh/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sheri-minor.md b/data/jurisdictions/us/states/nh/people/sheri-minor.md
index 947d9ecbdf..28994fb679 100644
--- a/data/jurisdictions/us/states/nh/people/sheri-minor.md
+++ b/data/jurisdictions/us/states/nh/people/sheri-minor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 5"
+represents: "us/states/nh/districts/house/belknap-5"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 5 (NH State House of Representatives District Belknap 5).
 
+Represents [NH State House of Representatives District Belknap 5](/us/states/nh/districts/house/belknap-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sherm-packard.md b/data/jurisdictions/us/states/nh/people/sherm-packard.md
index 2afcbf512b..1c6d3183ae 100644
--- a/data/jurisdictions/us/states/nh/people/sherm-packard.md
+++ b/data/jurisdictions/us/states/nh/people/sherm-packard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 16"
+represents: "us/states/nh/districts/house/rockingham-16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 16 (NH State House of Representatives District Rockingham 16).
 
+Represents [NH State House of Representatives District Rockingham 16](/us/states/nh/districts/house/rockingham-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sherri-reinfurt.md b/data/jurisdictions/us/states/nh/people/sherri-reinfurt.md
index 777c7b5305..db8ed9ecc5 100644
--- a/data/jurisdictions/us/states/nh/people/sherri-reinfurt.md
+++ b/data/jurisdictions/us/states/nh/people/sherri-reinfurt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 29"
+represents: "us/states/nh/districts/house/hillsborough-29"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 29 (NH State House of Representatives District Hillsborough 29).
 
+Represents [NH State House of Representatives District Hillsborough 29](/us/states/nh/districts/house/hillsborough-29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/skip-rollins.md b/data/jurisdictions/us/states/nh/people/skip-rollins.md
index 5847fb0e79..0d9bca6b43 100644
--- a/data/jurisdictions/us/states/nh/people/skip-rollins.md
+++ b/data/jurisdictions/us/states/nh/people/skip-rollins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 3"
+represents: "us/states/nh/districts/house/sullivan-3"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 3 (NH State House of Representatives District Sullivan 3).
 
+Represents [NH State House of Representatives District Sullivan 3](/us/states/nh/districts/house/sullivan-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sly-karasinski.md b/data/jurisdictions/us/states/nh/people/sly-karasinski.md
index 9f0240af8a..66caf2b7f2 100644
--- a/data/jurisdictions/us/states/nh/people/sly-karasinski.md
+++ b/data/jurisdictions/us/states/nh/people/sly-karasinski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 10"
+represents: "us/states/nh/districts/house/cheshire-10"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 10 (NH State House of Representatives District Cheshire 10).
 
+Represents [NH State House of Representatives District Cheshire 10](/us/states/nh/districts/house/cheshire-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/stephanie-grund.md b/data/jurisdictions/us/states/nh/people/stephanie-grund.md
index 4c4a74a70d..ed4ae58b0c 100644
--- a/data/jurisdictions/us/states/nh/people/stephanie-grund.md
+++ b/data/jurisdictions/us/states/nh/people/stephanie-grund.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 34"
+represents: "us/states/nh/districts/house/hillsborough-34"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 34 (NH State House of Representatives District Hillsborough 34).
 
+Represents [NH State House of Representatives District Hillsborough 34](/us/states/nh/districts/house/hillsborough-34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/stephanie-payeur.md b/data/jurisdictions/us/states/nh/people/stephanie-payeur.md
index 4c2b881d2c..35106906e7 100644
--- a/data/jurisdictions/us/states/nh/people/stephanie-payeur.md
+++ b/data/jurisdictions/us/states/nh/people/stephanie-payeur.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 8"
+represents: "us/states/nh/districts/house/merrimack-8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 8 (NH State House of Representatives District Merrimack 8).
 
+Represents [NH State House of Representatives District Merrimack 8](/us/states/nh/districts/house/merrimack-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/stephen-boyd.md b/data/jurisdictions/us/states/nh/people/stephen-boyd.md
index 409337b0ea..835e1c8e58 100644
--- a/data/jurisdictions/us/states/nh/people/stephen-boyd.md
+++ b/data/jurisdictions/us/states/nh/people/stephen-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 10"
+represents: "us/states/nh/districts/house/merrimack-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 10 (NH State House of Representatives District Merrimack 10).
 
+Represents [NH State House of Representatives District Merrimack 10](/us/states/nh/districts/house/merrimack-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/steve-bogert.md b/data/jurisdictions/us/states/nh/people/steve-bogert.md
index 9b8ab7d3e1..36766a598a 100644
--- a/data/jurisdictions/us/states/nh/people/steve-bogert.md
+++ b/data/jurisdictions/us/states/nh/people/steve-bogert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 5"
+represents: "us/states/nh/districts/house/belknap-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 5 (NH State House of Representatives District Belknap 5).
 
+Represents [NH State House of Representatives District Belknap 5](/us/states/nh/districts/house/belknap-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/steve-kesselring.md b/data/jurisdictions/us/states/nh/people/steve-kesselring.md
index 188f6f89ca..b89ced8ed9 100644
--- a/data/jurisdictions/us/states/nh/people/steve-kesselring.md
+++ b/data/jurisdictions/us/states/nh/people/steve-kesselring.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 18"
+represents: "us/states/nh/districts/house/hillsborough-18"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 18 (NH State House of Representatives District Hillsborough 18).
 
+Represents [NH State House of Representatives District Hillsborough 18](/us/states/nh/districts/house/hillsborough-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/steve-pearson.md b/data/jurisdictions/us/states/nh/people/steve-pearson.md
index 108ee29f24..fa4cdf10da 100644
--- a/data/jurisdictions/us/states/nh/people/steve-pearson.md
+++ b/data/jurisdictions/us/states/nh/people/steve-pearson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 13"
+represents: "us/states/nh/districts/house/rockingham-13"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 13 (NH State House of Representatives District Rockingham 13).
 
+Represents [NH State House of Representatives District Rockingham 13](/us/states/nh/districts/house/rockingham-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/steve-woodcock.md b/data/jurisdictions/us/states/nh/people/steve-woodcock.md
index 20494d219a..2b9156354d 100644
--- a/data/jurisdictions/us/states/nh/people/steve-woodcock.md
+++ b/data/jurisdictions/us/states/nh/people/steve-woodcock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 1"
+represents: "us/states/nh/districts/house/carroll-1"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 1 (NH State House of Representatives District Carroll 1).
 
+Represents [NH State House of Representatives District Carroll 1](/us/states/nh/districts/house/carroll-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/steven-smith.md b/data/jurisdictions/us/states/nh/people/steven-smith.md
index b306b61b9a..50233f7ec0 100644
--- a/data/jurisdictions/us/states/nh/people/steven-smith.md
+++ b/data/jurisdictions/us/states/nh/people/steven-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 3"
+represents: "us/states/nh/districts/house/sullivan-3"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 3 (NH State House of Representatives District Sullivan 3).
 
+Represents [NH State House of Representatives District Sullivan 3](/us/states/nh/districts/house/sullivan-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sue-delemus.md b/data/jurisdictions/us/states/nh/people/sue-delemus.md
index a06a557688..989e123c42 100644
--- a/data/jurisdictions/us/states/nh/people/sue-delemus.md
+++ b/data/jurisdictions/us/states/nh/people/sue-delemus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 1"
+represents: "us/states/nh/districts/house/strafford-1"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 1 (NH State House of Representatives District Strafford 1).
 
+Represents [NH State House of Representatives District Strafford 1](/us/states/nh/districts/house/strafford-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sue-newman.md b/data/jurisdictions/us/states/nh/people/sue-newman.md
index 09def31d10..f348cf0c86 100644
--- a/data/jurisdictions/us/states/nh/people/sue-newman.md
+++ b/data/jurisdictions/us/states/nh/people/sue-newman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 4"
+represents: "us/states/nh/districts/house/hillsborough-4"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 4 (NH State House of Representatives District Hillsborough 4).
 
+Represents [NH State House of Representatives District Hillsborough 4](/us/states/nh/districts/house/hillsborough-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sue-prentiss.md b/data/jurisdictions/us/states/nh/people/sue-prentiss.md
index 69facfef09..169938f3f9 100644
--- a/data/jurisdictions/us/states/nh/people/sue-prentiss.md
+++ b/data/jurisdictions/us/states/nh/people/sue-prentiss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 5"
+represents: "us/states/nh/districts/senate/5"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 5 (NH State Senate District 5).
 
+Represents [NH State Senate District 5](/us/states/nh/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sue-vail.md b/data/jurisdictions/us/states/nh/people/sue-vail.md
index 9396e82c2b..0f31dc3f78 100644
--- a/data/jurisdictions/us/states/nh/people/sue-vail.md
+++ b/data/jurisdictions/us/states/nh/people/sue-vail.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 6"
+represents: "us/states/nh/districts/house/hillsborough-6"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 6 (NH State House of Representatives District Hillsborough 6).
 
+Represents [NH State House of Representatives District Hillsborough 6](/us/states/nh/districts/house/hillsborough-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/sue-vandecasteele.md b/data/jurisdictions/us/states/nh/people/sue-vandecasteele.md
index b4ff78f700..fc259cac3b 100644
--- a/data/jurisdictions/us/states/nh/people/sue-vandecasteele.md
+++ b/data/jurisdictions/us/states/nh/people/sue-vandecasteele.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 25"
+represents: "us/states/nh/districts/house/rockingham-25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 25 (NH State House of Representatives District Rockingham 25).
 
+Represents [NH State House of Representatives District Rockingham 25](/us/states/nh/districts/house/rockingham-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/susan-almy.md b/data/jurisdictions/us/states/nh/people/susan-almy.md
index 40248f4894..45c8a9dcba 100644
--- a/data/jurisdictions/us/states/nh/people/susan-almy.md
+++ b/data/jurisdictions/us/states/nh/people/susan-almy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 17"
+represents: "us/states/nh/districts/house/grafton-17"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 17 (NH State House of Representatives District Grafton 17).
 
+Represents [NH State House of Representatives District Grafton 17](/us/states/nh/districts/house/grafton-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/susan-deroy.md b/data/jurisdictions/us/states/nh/people/susan-deroy.md
index 0ead102564..5f77f6834b 100644
--- a/data/jurisdictions/us/states/nh/people/susan-deroy.md
+++ b/data/jurisdictions/us/states/nh/people/susan-deroy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 3"
+represents: "us/states/nh/districts/house/strafford-3"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 3 (NH State House of Representatives District Strafford 3).
 
+Represents [NH State House of Representatives District Strafford 3](/us/states/nh/districts/house/strafford-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/susan-elberger.md b/data/jurisdictions/us/states/nh/people/susan-elberger.md
index e55b8d1d58..c7d542fd62 100644
--- a/data/jurisdictions/us/states/nh/people/susan-elberger.md
+++ b/data/jurisdictions/us/states/nh/people/susan-elberger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 5"
+represents: "us/states/nh/districts/house/hillsborough-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 5 (NH State House of Representatives District Hillsborough 5).
 
+Represents [NH State House of Representatives District Hillsborough 5](/us/states/nh/districts/house/hillsborough-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/susan-porcelli.md b/data/jurisdictions/us/states/nh/people/susan-porcelli.md
index 74ed1be5d5..41dec5a39c 100644
--- a/data/jurisdictions/us/states/nh/people/susan-porcelli.md
+++ b/data/jurisdictions/us/states/nh/people/susan-porcelli.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 19"
+represents: "us/states/nh/districts/house/rockingham-19"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 19 (NH State House of Representatives District Rockingham 19).
 
+Represents [NH State House of Representatives District Rockingham 19](/us/states/nh/districts/house/rockingham-19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/suzanne-chretien.md b/data/jurisdictions/us/states/nh/people/suzanne-chretien.md
index 5311966088..250328fe39 100644
--- a/data/jurisdictions/us/states/nh/people/suzanne-chretien.md
+++ b/data/jurisdictions/us/states/nh/people/suzanne-chretien.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 19"
+represents: "us/states/nh/districts/house/hillsborough-19"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 19 (NH State House of Representatives District Hillsborough 19).
 
+Represents [NH State House of Representatives District Hillsborough 19](/us/states/nh/districts/house/hillsborough-19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tanya-donnelly.md b/data/jurisdictions/us/states/nh/people/tanya-donnelly.md
index cf58b664a3..1fd8868b04 100644
--- a/data/jurisdictions/us/states/nh/people/tanya-donnelly.md
+++ b/data/jurisdictions/us/states/nh/people/tanya-donnelly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 25"
+represents: "us/states/nh/districts/house/rockingham-25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 25 (NH State House of Representatives District Rockingham 25).
 
+Represents [NH State House of Representatives District Rockingham 25](/us/states/nh/districts/house/rockingham-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tara-reardon.md b/data/jurisdictions/us/states/nh/people/tara-reardon.md
index e07f331870..291eedf2b8 100644
--- a/data/jurisdictions/us/states/nh/people/tara-reardon.md
+++ b/data/jurisdictions/us/states/nh/people/tara-reardon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 15"
+represents: "us/states/nh/districts/senate/15"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 15 (NH State Senate District 15).
 
+Represents [NH State Senate District 15](/us/states/nh/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/ted-gorski.md b/data/jurisdictions/us/states/nh/people/ted-gorski.md
index 2d731efbaf..583eb84583 100644
--- a/data/jurisdictions/us/states/nh/people/ted-gorski.md
+++ b/data/jurisdictions/us/states/nh/people/ted-gorski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 2"
+represents: "us/states/nh/districts/house/hillsborough-2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 2 (NH State House of Representatives District Hillsborough 2).
 
+Represents [NH State House of Representatives District Hillsborough 2](/us/states/nh/districts/house/hillsborough-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/terri-o-rorke.md b/data/jurisdictions/us/states/nh/people/terri-o-rorke.md
index 1572907f82..0f01eed66d 100644
--- a/data/jurisdictions/us/states/nh/people/terri-o-rorke.md
+++ b/data/jurisdictions/us/states/nh/people/terri-o-rorke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Cheshire 7"
+represents: "us/states/nh/districts/house/cheshire-7"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Cheshire 7 (NH State House of Representatives District Cheshire 7).
 
+Represents [NH State House of Representatives District Cheshire 7](/us/states/nh/districts/house/cheshire-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/terry-roy.md b/data/jurisdictions/us/states/nh/people/terry-roy.md
index 1a32c3f4a6..8686ae3993 100644
--- a/data/jurisdictions/us/states/nh/people/terry-roy.md
+++ b/data/jurisdictions/us/states/nh/people/terry-roy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 31"
+represents: "us/states/nh/districts/house/rockingham-31"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 31 (NH State House of Representatives District Rockingham 31).
 
+Represents [NH State House of Representatives District Rockingham 31](/us/states/nh/districts/house/rockingham-31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/terry-spahr.md b/data/jurisdictions/us/states/nh/people/terry-spahr.md
index e10e57eb4a..21a94816ee 100644
--- a/data/jurisdictions/us/states/nh/people/terry-spahr.md
+++ b/data/jurisdictions/us/states/nh/people/terry-spahr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 12"
+represents: "us/states/nh/districts/house/grafton-12"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 12 (NH State House of Representatives District Grafton 12).
 
+Represents [NH State House of Representatives District Grafton 12](/us/states/nh/districts/house/grafton-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/terry-spilsbury.md b/data/jurisdictions/us/states/nh/people/terry-spilsbury.md
index 3ede5ad003..70e4f4d16f 100644
--- a/data/jurisdictions/us/states/nh/people/terry-spilsbury.md
+++ b/data/jurisdictions/us/states/nh/people/terry-spilsbury.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 3"
+represents: "us/states/nh/districts/house/sullivan-3"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 3 (NH State House of Representatives District Sullivan 3).
 
+Represents [NH State House of Representatives District Sullivan 3](/us/states/nh/districts/house/sullivan-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/thomas-kaczynski.md b/data/jurisdictions/us/states/nh/people/thomas-kaczynski.md
index 634cb72967..087746283c 100644
--- a/data/jurisdictions/us/states/nh/people/thomas-kaczynski.md
+++ b/data/jurisdictions/us/states/nh/people/thomas-kaczynski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 5"
+represents: "us/states/nh/districts/house/strafford-5"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 5 (NH State House of Representatives District Strafford 5).
 
+Represents [NH State House of Representatives District Strafford 5](/us/states/nh/districts/house/strafford-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/thomas-oppel.md b/data/jurisdictions/us/states/nh/people/thomas-oppel.md
index 8514cc4a7c..d5103cc869 100644
--- a/data/jurisdictions/us/states/nh/people/thomas-oppel.md
+++ b/data/jurisdictions/us/states/nh/people/thomas-oppel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 9"
+represents: "us/states/nh/districts/house/grafton-9"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 9 (NH State House of Representatives District Grafton 9).
 
+Represents [NH State House of Representatives District Grafton 9](/us/states/nh/districts/house/grafton-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/thomas-walsh.md b/data/jurisdictions/us/states/nh/people/thomas-walsh.md
index b42aa2da73..923abdbaf5 100644
--- a/data/jurisdictions/us/states/nh/people/thomas-walsh.md
+++ b/data/jurisdictions/us/states/nh/people/thomas-walsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 10"
+represents: "us/states/nh/districts/house/merrimack-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 10 (NH State House of Representatives District Merrimack 10).
 
+Represents [NH State House of Representatives District Merrimack 10](/us/states/nh/districts/house/merrimack-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tim-hartnett.md b/data/jurisdictions/us/states/nh/people/tim-hartnett.md
index da28cd140b..72cd421ce5 100644
--- a/data/jurisdictions/us/states/nh/people/tim-hartnett.md
+++ b/data/jurisdictions/us/states/nh/people/tim-hartnett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 41"
+represents: "us/states/nh/districts/house/hillsborough-41"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 41 (NH State House of Representatives District Hillsborough 41).
 
+Represents [NH State House of Representatives District Hillsborough 41](/us/states/nh/districts/house/hillsborough-41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tim-lang.md b/data/jurisdictions/us/states/nh/people/tim-lang.md
index 8e0071bae3..41e33dfc87 100644
--- a/data/jurisdictions/us/states/nh/people/tim-lang.md
+++ b/data/jurisdictions/us/states/nh/people/tim-lang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 2"
+represents: "us/states/nh/districts/senate/2"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 2 (NH State Senate District 2).
 
+Represents [NH State Senate District 2](/us/states/nh/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tim-mannion.md b/data/jurisdictions/us/states/nh/people/tim-mannion.md
index e618b4a2ca..3a1665ae8a 100644
--- a/data/jurisdictions/us/states/nh/people/tim-mannion.md
+++ b/data/jurisdictions/us/states/nh/people/tim-mannion.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 1"
+represents: "us/states/nh/districts/house/hillsborough-1"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 1 (NH State House of Representatives District Hillsborough 1).
 
+Represents [NH State House of Representatives District Hillsborough 1](/us/states/nh/districts/house/hillsborough-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tim-mcgough.md b/data/jurisdictions/us/states/nh/people/tim-mcgough.md
index 817d0d62ac..1b0f60f1b9 100644
--- a/data/jurisdictions/us/states/nh/people/tim-mcgough.md
+++ b/data/jurisdictions/us/states/nh/people/tim-mcgough.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 11"
+represents: "us/states/nh/districts/senate/11"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 11 (NH State Senate District 11).
 
+Represents [NH State Senate District 11](/us/states/nh/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/timothy-horrigan.md b/data/jurisdictions/us/states/nh/people/timothy-horrigan.md
index ab1e9cf039..18c3c6e690 100644
--- a/data/jurisdictions/us/states/nh/people/timothy-horrigan.md
+++ b/data/jurisdictions/us/states/nh/people/timothy-horrigan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 10"
+represents: "us/states/nh/districts/house/strafford-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 10 (NH State House of Representatives District Strafford 10).
 
+Represents [NH State House of Representatives District Strafford 10](/us/states/nh/districts/house/strafford-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/timothy-soucy.md b/data/jurisdictions/us/states/nh/people/timothy-soucy.md
index a065a9a763..fd610e556e 100644
--- a/data/jurisdictions/us/states/nh/people/timothy-soucy.md
+++ b/data/jurisdictions/us/states/nh/people/timothy-soucy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 21"
+represents: "us/states/nh/districts/house/merrimack-21"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 21 (NH State House of Representatives District Merrimack 21).
 
+Represents [NH State House of Representatives District Merrimack 21](/us/states/nh/districts/house/merrimack-21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tom-buco.md b/data/jurisdictions/us/states/nh/people/tom-buco.md
index a66a40b649..89bac293ef 100644
--- a/data/jurisdictions/us/states/nh/people/tom-buco.md
+++ b/data/jurisdictions/us/states/nh/people/tom-buco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Carroll 1"
+represents: "us/states/nh/districts/house/carroll-1"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Carroll 1 (NH State House of Representatives District Carroll 1).
 
+Represents [NH State House of Representatives District Carroll 1](/us/states/nh/districts/house/carroll-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tom-cormen.md b/data/jurisdictions/us/states/nh/people/tom-cormen.md
index aa0bc65b3c..eda514ebf9 100644
--- a/data/jurisdictions/us/states/nh/people/tom-cormen.md
+++ b/data/jurisdictions/us/states/nh/people/tom-cormen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Grafton 15"
+represents: "us/states/nh/districts/house/grafton-15"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Grafton 15 (NH State House of Representatives District Grafton 15).
 
+Represents [NH State House of Representatives District Grafton 15](/us/states/nh/districts/house/grafton-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tom-dolan.md b/data/jurisdictions/us/states/nh/people/tom-dolan.md
index 252d39fcdc..f01f1f6dd5 100644
--- a/data/jurisdictions/us/states/nh/people/tom-dolan.md
+++ b/data/jurisdictions/us/states/nh/people/tom-dolan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 16"
+represents: "us/states/nh/districts/house/rockingham-16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 16 (NH State House of Representatives District Rockingham 16).
 
+Represents [NH State House of Representatives District Rockingham 16](/us/states/nh/districts/house/rockingham-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tom-mannion.md b/data/jurisdictions/us/states/nh/people/tom-mannion.md
index c81ba6503d..adf03fc6ca 100644
--- a/data/jurisdictions/us/states/nh/people/tom-mannion.md
+++ b/data/jurisdictions/us/states/nh/people/tom-mannion.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 1"
+represents: "us/states/nh/districts/house/hillsborough-1"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 1 (NH State House of Representatives District Hillsborough 1).
 
+Represents [NH State House of Representatives District Hillsborough 1](/us/states/nh/districts/house/hillsborough-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tom-ploszaj.md b/data/jurisdictions/us/states/nh/people/tom-ploszaj.md
index c9e612dd79..edca984c82 100644
--- a/data/jurisdictions/us/states/nh/people/tom-ploszaj.md
+++ b/data/jurisdictions/us/states/nh/people/tom-ploszaj.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 1"
+represents: "us/states/nh/districts/house/belknap-1"
 tenure:
   start: "2020-12-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 1 (NH State House of Representatives District Belknap 1).
 
+Represents [NH State House of Representatives District Belknap 1](/us/states/nh/districts/house/belknap-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tom-schamberg.md b/data/jurisdictions/us/states/nh/people/tom-schamberg.md
index 21a8b4b8dc..91d5f2fa70 100644
--- a/data/jurisdictions/us/states/nh/people/tom-schamberg.md
+++ b/data/jurisdictions/us/states/nh/people/tom-schamberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 6"
+represents: "us/states/nh/districts/house/merrimack-6"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 6 (NH State House of Representatives District Merrimack 6).
 
+Represents [NH State House of Representatives District Merrimack 6](/us/states/nh/districts/house/merrimack-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tom-southworth.md b/data/jurisdictions/us/states/nh/people/tom-southworth.md
index fdc0191670..3fe4b92fcd 100644
--- a/data/jurisdictions/us/states/nh/people/tom-southworth.md
+++ b/data/jurisdictions/us/states/nh/people/tom-southworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 11"
+represents: "us/states/nh/districts/house/strafford-11"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 11 (NH State House of Representatives District Strafford 11).
 
+Represents [NH State House of Representatives District Strafford 11](/us/states/nh/districts/house/strafford-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/toni-weinstein.md b/data/jurisdictions/us/states/nh/people/toni-weinstein.md
index a5862fe333..e8d48e8101 100644
--- a/data/jurisdictions/us/states/nh/people/toni-weinstein.md
+++ b/data/jurisdictions/us/states/nh/people/toni-weinstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 10"
+represents: "us/states/nh/districts/house/rockingham-10"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 10 (NH State House of Representatives District Rockingham 10).
 
+Represents [NH State House of Representatives District Rockingham 10](/us/states/nh/districts/house/rockingham-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tony-caplan.md b/data/jurisdictions/us/states/nh/people/tony-caplan.md
index 53c90aea4e..ee62db0e99 100644
--- a/data/jurisdictions/us/states/nh/people/tony-caplan.md
+++ b/data/jurisdictions/us/states/nh/people/tony-caplan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 8"
+represents: "us/states/nh/districts/house/merrimack-8"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 8 (NH State House of Representatives District Merrimack 8).
 
+Represents [NH State House of Representatives District Merrimack 8](/us/states/nh/districts/house/merrimack-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/tracy-bricchi.md b/data/jurisdictions/us/states/nh/people/tracy-bricchi.md
index 0b459b1a48..a70ec36867 100644
--- a/data/jurisdictions/us/states/nh/people/tracy-bricchi.md
+++ b/data/jurisdictions/us/states/nh/people/tracy-bricchi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 15"
+represents: "us/states/nh/districts/house/merrimack-15"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 15 (NH State House of Representatives District Merrimack 15).
 
+Represents [NH State House of Representatives District Merrimack 15](/us/states/nh/districts/house/merrimack-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/travis-corcoran.md b/data/jurisdictions/us/states/nh/people/travis-corcoran.md
index 4404f010ad..69f27cbc9f 100644
--- a/data/jurisdictions/us/states/nh/people/travis-corcoran.md
+++ b/data/jurisdictions/us/states/nh/people/travis-corcoran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 28"
+represents: "us/states/nh/districts/house/hillsborough-28"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 28 (NH State House of Representatives District Hillsborough 28).
 
+Represents [NH State House of Representatives District Hillsborough 28](/us/states/nh/districts/house/hillsborough-28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/travis-toner.md b/data/jurisdictions/us/states/nh/people/travis-toner.md
index 215e803936..7e6e724045 100644
--- a/data/jurisdictions/us/states/nh/people/travis-toner.md
+++ b/data/jurisdictions/us/states/nh/people/travis-toner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Belknap 4"
+represents: "us/states/nh/districts/house/belknap-4"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Belknap 4 (NH State House of Representatives District Belknap 4).
 
+Represents [NH State House of Representatives District Belknap 4](/us/states/nh/districts/house/belknap-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/trinidad-tellez.md b/data/jurisdictions/us/states/nh/people/trinidad-tellez.md
index dd20727542..5870931e10 100644
--- a/data/jurisdictions/us/states/nh/people/trinidad-tellez.md
+++ b/data/jurisdictions/us/states/nh/people/trinidad-tellez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 40"
+represents: "us/states/nh/districts/house/hillsborough-40"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 40 (NH State House of Representatives District Hillsborough 40).
 
+Represents [NH State House of Representatives District Hillsborough 40](/us/states/nh/districts/house/hillsborough-40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/valerie-mcdonnell.md b/data/jurisdictions/us/states/nh/people/valerie-mcdonnell.md
index 5b6564a4fb..a2cfc9bbfe 100644
--- a/data/jurisdictions/us/states/nh/people/valerie-mcdonnell.md
+++ b/data/jurisdictions/us/states/nh/people/valerie-mcdonnell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 25"
+represents: "us/states/nh/districts/house/rockingham-25"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 25 (NH State House of Representatives District Rockingham 25).
 
+Represents [NH State House of Representatives District Rockingham 25](/us/states/nh/districts/house/rockingham-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/vanessa-sheehan.md b/data/jurisdictions/us/states/nh/people/vanessa-sheehan.md
index 05e0910a2d..25e9910bb3 100644
--- a/data/jurisdictions/us/states/nh/people/vanessa-sheehan.md
+++ b/data/jurisdictions/us/states/nh/people/vanessa-sheehan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 43"
+represents: "us/states/nh/districts/house/hillsborough-43"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 43 (NH State House of Representatives District Hillsborough 43).
 
+Represents [NH State House of Representatives District Hillsborough 43](/us/states/nh/districts/house/hillsborough-43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/vicki-wilson.md b/data/jurisdictions/us/states/nh/people/vicki-wilson.md
index 02e2b66de1..b254d476b6 100644
--- a/data/jurisdictions/us/states/nh/people/vicki-wilson.md
+++ b/data/jurisdictions/us/states/nh/people/vicki-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 9"
+represents: "us/states/nh/districts/house/rockingham-9"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 9 (NH State House of Representatives District Rockingham 9).
 
+Represents [NH State House of Representatives District Rockingham 9](/us/states/nh/districts/house/rockingham-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/victoria-sullivan.md b/data/jurisdictions/us/states/nh/people/victoria-sullivan.md
index ce0af71bc1..a1ae777308 100644
--- a/data/jurisdictions/us/states/nh/people/victoria-sullivan.md
+++ b/data/jurisdictions/us/states/nh/people/victoria-sullivan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State Senate District 18"
+represents: "us/states/nh/districts/senate/18"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH Senate District 18 (NH State Senate District 18).
 
+Represents [NH State Senate District 18](/us/states/nh/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/wayne-burton.md b/data/jurisdictions/us/states/nh/people/wayne-burton.md
index 01c0db92f3..ddb0e7f6d7 100644
--- a/data/jurisdictions/us/states/nh/people/wayne-burton.md
+++ b/data/jurisdictions/us/states/nh/people/wayne-burton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 10"
+represents: "us/states/nh/districts/house/strafford-10"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 10 (NH State House of Representatives District Strafford 10).
 
+Represents [NH State House of Representatives District Strafford 10](/us/states/nh/districts/house/strafford-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/wayne-hemingway.md b/data/jurisdictions/us/states/nh/people/wayne-hemingway.md
index a6a93ae0ce..1323d96eb6 100644
--- a/data/jurisdictions/us/states/nh/people/wayne-hemingway.md
+++ b/data/jurisdictions/us/states/nh/people/wayne-hemingway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Sullivan 6"
+represents: "us/states/nh/districts/house/sullivan-6"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Sullivan 6 (NH State House of Representatives District Sullivan 6).
 
+Represents [NH State House of Representatives District Sullivan 6](/us/states/nh/districts/house/sullivan-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/wayne-macdonald.md b/data/jurisdictions/us/states/nh/people/wayne-macdonald.md
index 1729615f61..e1304caeb4 100644
--- a/data/jurisdictions/us/states/nh/people/wayne-macdonald.md
+++ b/data/jurisdictions/us/states/nh/people/wayne-macdonald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 16"
+represents: "us/states/nh/districts/house/rockingham-16"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 16 (NH State House of Representatives District Rockingham 16).
 
+Represents [NH State House of Representatives District Rockingham 16](/us/states/nh/districts/house/rockingham-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/wayne-pearson.md b/data/jurisdictions/us/states/nh/people/wayne-pearson.md
index 54593d5553..b8b84d5011 100644
--- a/data/jurisdictions/us/states/nh/people/wayne-pearson.md
+++ b/data/jurisdictions/us/states/nh/people/wayne-pearson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Strafford 12"
+represents: "us/states/nh/districts/house/strafford-12"
 tenure:
   start: "2024-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Strafford 12 (NH State House of Representatives District Strafford 12).
 
+Represents [NH State House of Representatives District Strafford 12](/us/states/nh/districts/house/strafford-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/wendy-thomas.md b/data/jurisdictions/us/states/nh/people/wendy-thomas.md
index b7cce0220e..0019991215 100644
--- a/data/jurisdictions/us/states/nh/people/wendy-thomas.md
+++ b/data/jurisdictions/us/states/nh/people/wendy-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 12"
+represents: "us/states/nh/districts/house/hillsborough-12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 12 (NH State House of Representatives District Hillsborough 12).
 
+Represents [NH State House of Representatives District Hillsborough 12](/us/states/nh/districts/house/hillsborough-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/will-darby.md b/data/jurisdictions/us/states/nh/people/will-darby.md
index 9b28902b3d..69fef90000 100644
--- a/data/jurisdictions/us/states/nh/people/will-darby.md
+++ b/data/jurisdictions/us/states/nh/people/will-darby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Hillsborough 11"
+represents: "us/states/nh/districts/house/hillsborough-11"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Hillsborough 11 (NH State House of Representatives District Hillsborough 11).
 
+Represents [NH State House of Representatives District Hillsborough 11](/us/states/nh/districts/house/hillsborough-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/yury-polozov.md b/data/jurisdictions/us/states/nh/people/yury-polozov.md
index ac52cd9ae6..a9100b5993 100644
--- a/data/jurisdictions/us/states/nh/people/yury-polozov.md
+++ b/data/jurisdictions/us/states/nh/people/yury-polozov.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Merrimack 10"
+represents: "us/states/nh/districts/house/merrimack-10"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Merrimack 10 (NH State House of Representatives District Merrimack 10).
 
+Represents [NH State House of Representatives District Merrimack 10](/us/states/nh/districts/house/merrimack-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nh/people/zoe-manos.md b/data/jurisdictions/us/states/nh/people/zoe-manos.md
index bfb3f5898f..87318bdf41 100644
--- a/data/jurisdictions/us/states/nh/people/zoe-manos.md
+++ b/data/jurisdictions/us/states/nh/people/zoe-manos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NH"
 district: "NH State House of Representatives District Rockingham 12"
+represents: "us/states/nh/districts/house/rockingham-12"
 tenure:
   start: "2022-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NH House District Rockingham 12 (NH State House of Representatives District Rockingham 12).
 
+Represents [NH State House of Representatives District Rockingham 12](/us/states/nh/districts/house/rockingham-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/counties/atlantic/index.md b/data/jurisdictions/us/states/nj/counties/atlantic/index.md
index 946d269044..1053201b77 100644
--- a/data/jurisdictions/us/states/nj/counties/atlantic/index.md
+++ b/data/jurisdictions/us/states/nj/counties/atlantic/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 1961
   hispanic: 56285
   bachelors_plus: 82793
+districts:
+  - to: "us/states/nj/districts/02"
+    rel: in-district
+    area_weight: 0.9057
+  - to: "us/states/nj/districts/senate/2"
+    rel: in-district
+    area_weight: 0.5442
+  - to: "us/states/nj/districts/senate/8"
+    rel: in-district
+    area_weight: 0.1762
+  - to: "us/states/nj/districts/senate/1"
+    rel: in-district
+    area_weight: 0.1134
+  - to: "us/states/nj/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0732
+  - to: "us/states/nj/districts/house/2"
+    rel: in-district
+    area_weight: 0.5442
+  - to: "us/states/nj/districts/house/8"
+    rel: in-district
+    area_weight: 0.1762
+  - to: "us/states/nj/districts/house/1"
+    rel: in-district
+    area_weight: 0.1134
+  - to: "us/states/nj/districts/house/4"
+    rel: in-district
+    area_weight: 0.0732
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 13 officeholders mapped.
 | Hispanic/Latino | 56285 |
 | Bachelor's or higher | 82793 |
 
+## Districts
+
+- [NJ-02](/us/states/nj/districts/02.md) — 91% (congressional)
+- [NJ Senate District 2](/us/states/nj/districts/senate/2.md) — 54% (state senate)
+- [NJ Senate District 8](/us/states/nj/districts/senate/8.md) — 18% (state senate)
+- [NJ Senate District 1](/us/states/nj/districts/senate/1.md) — 11% (state senate)
+- [NJ Senate District 4](/us/states/nj/districts/senate/4.md) — 7% (state senate)
+- [NJ House District 2](/us/states/nj/districts/house/2.md) — 54% (state house)
+- [NJ House District 8](/us/states/nj/districts/house/8.md) — 18% (state house)
+- [NJ House District 1](/us/states/nj/districts/house/1.md) — 11% (state house)
+- [NJ House District 4](/us/states/nj/districts/house/4.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/bergen/index.md b/data/jurisdictions/us/states/nj/counties/bergen/index.md
index c927b6ec72..8baa9f3635 100644
--- a/data/jurisdictions/us/states/nj/counties/bergen/index.md
+++ b/data/jurisdictions/us/states/nj/counties/bergen/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 2737
   hispanic: 218856
   bachelors_plus: 511552
+districts:
+  - to: "us/states/nj/districts/05"
+    rel: in-district
+    area_weight: 0.7348
+  - to: "us/states/nj/districts/09"
+    rel: in-district
+    area_weight: 0.2623
+  - to: "us/states/nj/districts/senate/39"
+    rel: in-district
+    area_weight: 0.4728
+  - to: "us/states/nj/districts/senate/38"
+    rel: in-district
+    area_weight: 0.1715
+  - to: "us/states/nj/districts/senate/37"
+    rel: in-district
+    area_weight: 0.1319
+  - to: "us/states/nj/districts/senate/36"
+    rel: in-district
+    area_weight: 0.1127
+  - to: "us/states/nj/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0908
+  - to: "us/states/nj/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0199
+  - to: "us/states/nj/districts/house/39"
+    rel: in-district
+    area_weight: 0.4728
+  - to: "us/states/nj/districts/house/38"
+    rel: in-district
+    area_weight: 0.1715
+  - to: "us/states/nj/districts/house/37"
+    rel: in-district
+    area_weight: 0.1319
+  - to: "us/states/nj/districts/house/36"
+    rel: in-district
+    area_weight: 0.1127
+  - to: "us/states/nj/districts/house/40"
+    rel: in-district
+    area_weight: 0.0908
+  - to: "us/states/nj/districts/house/35"
+    rel: in-district
+    area_weight: 0.0199
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 218856 |
 | Bachelor's or higher | 511552 |
 
+## Districts
+
+- [NJ-05](/us/states/nj/districts/05.md) — 73% (congressional)
+- [NJ-09](/us/states/nj/districts/09.md) — 26% (congressional)
+- [NJ Senate District 39](/us/states/nj/districts/senate/39.md) — 47% (state senate)
+- [NJ Senate District 38](/us/states/nj/districts/senate/38.md) — 17% (state senate)
+- [NJ Senate District 37](/us/states/nj/districts/senate/37.md) — 13% (state senate)
+- [NJ Senate District 36](/us/states/nj/districts/senate/36.md) — 11% (state senate)
+- [NJ Senate District 40](/us/states/nj/districts/senate/40.md) — 9% (state senate)
+- [NJ Senate District 35](/us/states/nj/districts/senate/35.md) — 2% (state senate)
+- [NJ House District 39](/us/states/nj/districts/house/39.md) — 47% (state house)
+- [NJ House District 38](/us/states/nj/districts/house/38.md) — 17% (state house)
+- [NJ House District 37](/us/states/nj/districts/house/37.md) — 13% (state house)
+- [NJ House District 36](/us/states/nj/districts/house/36.md) — 11% (state house)
+- [NJ House District 40](/us/states/nj/districts/house/40.md) — 9% (state house)
+- [NJ House District 35](/us/states/nj/districts/house/35.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/burlington/index.md b/data/jurisdictions/us/states/nj/counties/burlington/index.md
index 228521b149..252712211e 100644
--- a/data/jurisdictions/us/states/nj/counties/burlington/index.md
+++ b/data/jurisdictions/us/states/nj/counties/burlington/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 956
   hispanic: 44974
   bachelors_plus: 194840
+districts:
+  - to: "us/states/nj/districts/03"
+    rel: in-district
+    area_weight: 0.9892
+  - to: "us/states/nj/districts/01"
+    rel: in-district
+    area_weight: 0.0081
+  - to: "us/states/nj/districts/senate/8"
+    rel: in-district
+    area_weight: 0.8378
+  - to: "us/states/nj/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1355
+  - to: "us/states/nj/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0214
+  - to: "us/states/nj/districts/house/8"
+    rel: in-district
+    area_weight: 0.8378
+  - to: "us/states/nj/districts/house/7"
+    rel: in-district
+    area_weight: 0.1355
+  - to: "us/states/nj/districts/house/12"
+    rel: in-district
+    area_weight: 0.0214
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 44974 |
 | Bachelor's or higher | 194840 |
 
+## Districts
+
+- [NJ-03](/us/states/nj/districts/03.md) — 99% (congressional)
+- [NJ-01](/us/states/nj/districts/01.md) — 1% (congressional)
+- [NJ Senate District 8](/us/states/nj/districts/senate/8.md) — 84% (state senate)
+- [NJ Senate District 7](/us/states/nj/districts/senate/7.md) — 14% (state senate)
+- [NJ Senate District 12](/us/states/nj/districts/senate/12.md) — 2% (state senate)
+- [NJ House District 8](/us/states/nj/districts/house/8.md) — 84% (state house)
+- [NJ House District 7](/us/states/nj/districts/house/7.md) — 14% (state house)
+- [NJ House District 12](/us/states/nj/districts/house/12.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/camden/index.md b/data/jurisdictions/us/states/nj/counties/camden/index.md
index a5c10ed467..ccd1ce2fdf 100644
--- a/data/jurisdictions/us/states/nj/counties/camden/index.md
+++ b/data/jurisdictions/us/states/nj/counties/camden/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 2484
   hispanic: 101417
   bachelors_plus: 185588
+districts:
+  - to: "us/states/nj/districts/01"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/nj/districts/senate/4"
+    rel: in-district
+    area_weight: 0.5244
+  - to: "us/states/nj/districts/senate/6"
+    rel: in-district
+    area_weight: 0.302
+  - to: "us/states/nj/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1724
+  - to: "us/states/nj/districts/house/4"
+    rel: in-district
+    area_weight: 0.5244
+  - to: "us/states/nj/districts/house/6"
+    rel: in-district
+    area_weight: 0.302
+  - to: "us/states/nj/districts/house/5"
+    rel: in-district
+    area_weight: 0.1724
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 101417 |
 | Bachelor's or higher | 185588 |
 
+## Districts
+
+- [NJ-01](/us/states/nj/districts/01.md) — 100% (congressional)
+- [NJ Senate District 4](/us/states/nj/districts/senate/4.md) — 52% (state senate)
+- [NJ Senate District 6](/us/states/nj/districts/senate/6.md) — 30% (state senate)
+- [NJ Senate District 5](/us/states/nj/districts/senate/5.md) — 17% (state senate)
+- [NJ House District 4](/us/states/nj/districts/house/4.md) — 52% (state house)
+- [NJ House District 6](/us/states/nj/districts/house/6.md) — 30% (state house)
+- [NJ House District 5](/us/states/nj/districts/house/5.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/cape-may/index.md b/data/jurisdictions/us/states/nj/counties/cape-may/index.md
index 8992b76b9d..0e9314d99d 100644
--- a/data/jurisdictions/us/states/nj/counties/cape-may/index.md
+++ b/data/jurisdictions/us/states/nj/counties/cape-may/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 354
   hispanic: 7854
   bachelors_plus: 39202
+districts:
+  - to: "us/states/nj/districts/02"
+    rel: in-district
+    area_weight: 0.459
+  - to: "us/states/nj/districts/senate/1"
+    rel: in-district
+    area_weight: 0.4585
+  - to: "us/states/nj/districts/house/1"
+    rel: in-district
+    area_weight: 0.4585
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 7854 |
 | Bachelor's or higher | 39202 |
 
+## Districts
+
+- [NJ-02](/us/states/nj/districts/02.md) — 46% (congressional)
+- [NJ Senate District 1](/us/states/nj/districts/senate/1.md) — 46% (state senate)
+- [NJ House District 1](/us/states/nj/districts/house/1.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/cumberland/index.md b/data/jurisdictions/us/states/nj/counties/cumberland/index.md
index a2ecf179e1..133fb160f8 100644
--- a/data/jurisdictions/us/states/nj/counties/cumberland/index.md
+++ b/data/jurisdictions/us/states/nj/counties/cumberland/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2784
   hispanic: 54804
   bachelors_plus: 25817
+districts:
+  - to: "us/states/nj/districts/02"
+    rel: in-district
+    area_weight: 0.7439
+  - to: "us/states/nj/districts/senate/1"
+    rel: in-district
+    area_weight: 0.5656
+  - to: "us/states/nj/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1743
+  - to: "us/states/nj/districts/house/1"
+    rel: in-district
+    area_weight: 0.5656
+  - to: "us/states/nj/districts/house/3"
+    rel: in-district
+    area_weight: 0.1743
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 54804 |
 | Bachelor's or higher | 25817 |
 
+## Districts
+
+- [NJ-02](/us/states/nj/districts/02.md) — 74% (congressional)
+- [NJ Senate District 1](/us/states/nj/districts/senate/1.md) — 57% (state senate)
+- [NJ Senate District 3](/us/states/nj/districts/senate/3.md) — 17% (state senate)
+- [NJ House District 1](/us/states/nj/districts/house/1.md) — 57% (state house)
+- [NJ House District 3](/us/states/nj/districts/house/3.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/essex/index.md b/data/jurisdictions/us/states/nj/counties/essex/index.md
index cee4cfc34f..0650abb7b9 100644
--- a/data/jurisdictions/us/states/nj/counties/essex/index.md
+++ b/data/jurisdictions/us/states/nj/counties/essex/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 4603
   hispanic: 217167
   bachelors_plus: 326308
+districts:
+  - to: "us/states/nj/districts/11"
+    rel: in-district
+    area_weight: 0.5868
+  - to: "us/states/nj/districts/10"
+    rel: in-district
+    area_weight: 0.3652
+  - to: "us/states/nj/districts/08"
+    rel: in-district
+    area_weight: 0.0465
+  - to: "us/states/nj/districts/senate/27"
+    rel: in-district
+    area_weight: 0.3552
+  - to: "us/states/nj/districts/senate/40"
+    rel: in-district
+    area_weight: 0.2184
+  - to: "us/states/nj/districts/senate/34"
+    rel: in-district
+    area_weight: 0.1512
+  - to: "us/states/nj/districts/senate/29"
+    rel: in-district
+    area_weight: 0.1496
+  - to: "us/states/nj/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1157
+  - to: "us/states/nj/districts/house/27"
+    rel: in-district
+    area_weight: 0.3552
+  - to: "us/states/nj/districts/house/40"
+    rel: in-district
+    area_weight: 0.2184
+  - to: "us/states/nj/districts/house/34"
+    rel: in-district
+    area_weight: 0.1512
+  - to: "us/states/nj/districts/house/29"
+    rel: in-district
+    area_weight: 0.1496
+  - to: "us/states/nj/districts/house/28"
+    rel: in-district
+    area_weight: 0.1157
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 217167 |
 | Bachelor's or higher | 326308 |
 
+## Districts
+
+- [NJ-11](/us/states/nj/districts/11.md) — 59% (congressional)
+- [NJ-10](/us/states/nj/districts/10.md) — 37% (congressional)
+- [NJ-08](/us/states/nj/districts/08.md) — 5% (congressional)
+- [NJ Senate District 27](/us/states/nj/districts/senate/27.md) — 36% (state senate)
+- [NJ Senate District 40](/us/states/nj/districts/senate/40.md) — 22% (state senate)
+- [NJ Senate District 34](/us/states/nj/districts/senate/34.md) — 15% (state senate)
+- [NJ Senate District 29](/us/states/nj/districts/senate/29.md) — 15% (state senate)
+- [NJ Senate District 28](/us/states/nj/districts/senate/28.md) — 12% (state senate)
+- [NJ House District 27](/us/states/nj/districts/house/27.md) — 36% (state house)
+- [NJ House District 40](/us/states/nj/districts/house/40.md) — 22% (state house)
+- [NJ House District 34](/us/states/nj/districts/house/34.md) — 15% (state house)
+- [NJ House District 29](/us/states/nj/districts/house/29.md) — 15% (state house)
+- [NJ House District 28](/us/states/nj/districts/house/28.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/gloucester/index.md b/data/jurisdictions/us/states/nj/counties/gloucester/index.md
index 4a3b3c0d99..8f74e52d66 100644
--- a/data/jurisdictions/us/states/nj/counties/gloucester/index.md
+++ b/data/jurisdictions/us/states/nj/counties/gloucester/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 515
   hispanic: 25470
   bachelors_plus: 104720
+districts:
+  - to: "us/states/nj/districts/02"
+    rel: in-district
+    area_weight: 0.5625
+  - to: "us/states/nj/districts/01"
+    rel: in-district
+    area_weight: 0.4369
+  - to: "us/states/nj/districts/senate/3"
+    rel: in-district
+    area_weight: 0.5619
+  - to: "us/states/nj/districts/senate/4"
+    rel: in-district
+    area_weight: 0.3756
+  - to: "us/states/nj/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0622
+  - to: "us/states/nj/districts/house/3"
+    rel: in-district
+    area_weight: 0.5619
+  - to: "us/states/nj/districts/house/4"
+    rel: in-district
+    area_weight: 0.3756
+  - to: "us/states/nj/districts/house/5"
+    rel: in-district
+    area_weight: 0.0622
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 25470 |
 | Bachelor's or higher | 104720 |
 
+## Districts
+
+- [NJ-02](/us/states/nj/districts/02.md) — 56% (congressional)
+- [NJ-01](/us/states/nj/districts/01.md) — 44% (congressional)
+- [NJ Senate District 3](/us/states/nj/districts/senate/3.md) — 56% (state senate)
+- [NJ Senate District 4](/us/states/nj/districts/senate/4.md) — 38% (state senate)
+- [NJ Senate District 5](/us/states/nj/districts/senate/5.md) — 6% (state senate)
+- [NJ House District 3](/us/states/nj/districts/house/3.md) — 56% (state house)
+- [NJ House District 4](/us/states/nj/districts/house/4.md) — 38% (state house)
+- [NJ House District 5](/us/states/nj/districts/house/5.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/hudson/index.md b/data/jurisdictions/us/states/nj/counties/hudson/index.md
index e8e2798b37..936b23801b 100644
--- a/data/jurisdictions/us/states/nj/counties/hudson/index.md
+++ b/data/jurisdictions/us/states/nj/counties/hudson/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 7051
   hispanic: 292607
   bachelors_plus: 360526
+districts:
+  - to: "us/states/nj/districts/08"
+    rel: in-district
+    area_weight: 0.6775
+  - to: "us/states/nj/districts/09"
+    rel: in-district
+    area_weight: 0.1398
+  - to: "us/states/nj/districts/10"
+    rel: in-district
+    area_weight: 0.1043
+  - to: "us/states/ny/districts/10"
+    rel: in-district
+    area_weight: 0.0138
+  - to: "us/states/nj/districts/senate/31"
+    rel: in-district
+    area_weight: 0.4105
+  - to: "us/states/nj/districts/senate/33"
+    rel: in-district
+    area_weight: 0.2629
+  - to: "us/states/nj/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1435
+  - to: "us/states/nj/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0234
+  - to: "us/states/nj/districts/house/31"
+    rel: in-district
+    area_weight: 0.4105
+  - to: "us/states/nj/districts/house/33"
+    rel: in-district
+    area_weight: 0.2629
+  - to: "us/states/nj/districts/house/32"
+    rel: in-district
+    area_weight: 0.1435
+  - to: "us/states/nj/districts/house/29"
+    rel: in-district
+    area_weight: 0.0234
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 292607 |
 | Bachelor's or higher | 360526 |
 
+## Districts
+
+- [NJ-08](/us/states/nj/districts/08.md) — 68% (congressional)
+- [NJ-09](/us/states/nj/districts/09.md) — 14% (congressional)
+- [NJ-10](/us/states/nj/districts/10.md) — 10% (congressional)
+- [NY-10](/us/states/ny/districts/10.md) — 1% (congressional)
+- [NJ Senate District 31](/us/states/nj/districts/senate/31.md) — 41% (state senate)
+- [NJ Senate District 33](/us/states/nj/districts/senate/33.md) — 26% (state senate)
+- [NJ Senate District 32](/us/states/nj/districts/senate/32.md) — 14% (state senate)
+- [NJ Senate District 29](/us/states/nj/districts/senate/29.md) — 2% (state senate)
+- [NJ House District 31](/us/states/nj/districts/house/31.md) — 41% (state house)
+- [NJ House District 33](/us/states/nj/districts/house/33.md) — 26% (state house)
+- [NJ House District 32](/us/states/nj/districts/house/32.md) — 14% (state house)
+- [NJ House District 29](/us/states/nj/districts/house/29.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/hunterdon/index.md b/data/jurisdictions/us/states/nj/counties/hunterdon/index.md
index beaae07789..39444ab4d1 100644
--- a/data/jurisdictions/us/states/nj/counties/hunterdon/index.md
+++ b/data/jurisdictions/us/states/nj/counties/hunterdon/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 244
   hispanic: 12117
   bachelors_plus: 77088
+districts:
+  - to: "us/states/nj/districts/07"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/nj/districts/senate/23"
+    rel: in-district
+    area_weight: 0.4257
+  - to: "us/states/nj/districts/senate/15"
+    rel: in-district
+    area_weight: 0.2877
+  - to: "us/states/nj/districts/senate/16"
+    rel: in-district
+    area_weight: 0.2862
+  - to: "us/states/nj/districts/house/23"
+    rel: in-district
+    area_weight: 0.4257
+  - to: "us/states/nj/districts/house/15"
+    rel: in-district
+    area_weight: 0.2877
+  - to: "us/states/nj/districts/house/16"
+    rel: in-district
+    area_weight: 0.2862
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 12117 |
 | Bachelor's or higher | 77088 |
 
+## Districts
+
+- [NJ-07](/us/states/nj/districts/07.md) — 100% (congressional)
+- [NJ Senate District 23](/us/states/nj/districts/senate/23.md) — 43% (state senate)
+- [NJ Senate District 15](/us/states/nj/districts/senate/15.md) — 29% (state senate)
+- [NJ Senate District 16](/us/states/nj/districts/senate/16.md) — 29% (state senate)
+- [NJ House District 23](/us/states/nj/districts/house/23.md) — 43% (state house)
+- [NJ House District 15](/us/states/nj/districts/house/15.md) — 29% (state house)
+- [NJ House District 16](/us/states/nj/districts/house/16.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/mercer/index.md b/data/jurisdictions/us/states/nj/counties/mercer/index.md
index 3f7aeb37c9..fe04691fb6 100644
--- a/data/jurisdictions/us/states/nj/counties/mercer/index.md
+++ b/data/jurisdictions/us/states/nj/counties/mercer/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 5214
   hispanic: 89099
   bachelors_plus: 174244
+districts:
+  - to: "us/states/nj/districts/12"
+    rel: in-district
+    area_weight: 0.5666
+  - to: "us/states/nj/districts/03"
+    rel: in-district
+    area_weight: 0.4332
+  - to: "us/states/nj/districts/senate/15"
+    rel: in-district
+    area_weight: 0.5796
+  - to: "us/states/nj/districts/senate/14"
+    rel: in-district
+    area_weight: 0.3395
+  - to: "us/states/nj/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0806
+  - to: "us/states/nj/districts/house/15"
+    rel: in-district
+    area_weight: 0.5796
+  - to: "us/states/nj/districts/house/14"
+    rel: in-district
+    area_weight: 0.3395
+  - to: "us/states/nj/districts/house/16"
+    rel: in-district
+    area_weight: 0.0806
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 89099 |
 | Bachelor's or higher | 174244 |
 
+## Districts
+
+- [NJ-12](/us/states/nj/districts/12.md) — 57% (congressional)
+- [NJ-03](/us/states/nj/districts/03.md) — 43% (congressional)
+- [NJ Senate District 15](/us/states/nj/districts/senate/15.md) — 58% (state senate)
+- [NJ Senate District 14](/us/states/nj/districts/senate/14.md) — 34% (state senate)
+- [NJ Senate District 16](/us/states/nj/districts/senate/16.md) — 8% (state senate)
+- [NJ House District 15](/us/states/nj/districts/house/15.md) — 58% (state house)
+- [NJ House District 14](/us/states/nj/districts/house/14.md) — 34% (state house)
+- [NJ House District 16](/us/states/nj/districts/house/16.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/middlesex/index.md b/data/jurisdictions/us/states/nj/counties/middlesex/index.md
index b9608ec39a..9f60ca7f14 100644
--- a/data/jurisdictions/us/states/nj/counties/middlesex/index.md
+++ b/data/jurisdictions/us/states/nj/counties/middlesex/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 9028
   hispanic: 205792
   bachelors_plus: 391188
+districts:
+  - to: "us/states/nj/districts/12"
+    rel: in-district
+    area_weight: 0.5747
+  - to: "us/states/nj/districts/06"
+    rel: in-district
+    area_weight: 0.4117
+  - to: "us/states/nj/districts/senate/18"
+    rel: in-district
+    area_weight: 0.2188
+  - to: "us/states/nj/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2121
+  - to: "us/states/nj/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1658
+  - to: "us/states/nj/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1298
+  - to: "us/states/nj/districts/senate/16"
+    rel: in-district
+    area_weight: 0.1269
+  - to: "us/states/nj/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1149
+  - to: "us/states/nj/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0142
+  - to: "us/states/nj/districts/house/18"
+    rel: in-district
+    area_weight: 0.2188
+  - to: "us/states/nj/districts/house/14"
+    rel: in-district
+    area_weight: 0.2121
+  - to: "us/states/nj/districts/house/19"
+    rel: in-district
+    area_weight: 0.1658
+  - to: "us/states/nj/districts/house/12"
+    rel: in-district
+    area_weight: 0.1298
+  - to: "us/states/nj/districts/house/16"
+    rel: in-district
+    area_weight: 0.1269
+  - to: "us/states/nj/districts/house/17"
+    rel: in-district
+    area_weight: 0.1149
+  - to: "us/states/nj/districts/house/21"
+    rel: in-district
+    area_weight: 0.0142
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 205792 |
 | Bachelor's or higher | 391188 |
 
+## Districts
+
+- [NJ-12](/us/states/nj/districts/12.md) — 57% (congressional)
+- [NJ-06](/us/states/nj/districts/06.md) — 41% (congressional)
+- [NJ Senate District 18](/us/states/nj/districts/senate/18.md) — 22% (state senate)
+- [NJ Senate District 14](/us/states/nj/districts/senate/14.md) — 21% (state senate)
+- [NJ Senate District 19](/us/states/nj/districts/senate/19.md) — 17% (state senate)
+- [NJ Senate District 12](/us/states/nj/districts/senate/12.md) — 13% (state senate)
+- [NJ Senate District 16](/us/states/nj/districts/senate/16.md) — 13% (state senate)
+- [NJ Senate District 17](/us/states/nj/districts/senate/17.md) — 11% (state senate)
+- [NJ Senate District 21](/us/states/nj/districts/senate/21.md) — 1% (state senate)
+- [NJ House District 18](/us/states/nj/districts/house/18.md) — 22% (state house)
+- [NJ House District 14](/us/states/nj/districts/house/14.md) — 21% (state house)
+- [NJ House District 19](/us/states/nj/districts/house/19.md) — 17% (state house)
+- [NJ House District 12](/us/states/nj/districts/house/12.md) — 13% (state house)
+- [NJ House District 16](/us/states/nj/districts/house/16.md) — 13% (state house)
+- [NJ House District 17](/us/states/nj/districts/house/17.md) — 11% (state house)
+- [NJ House District 21](/us/states/nj/districts/house/21.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/monmouth/index.md b/data/jurisdictions/us/states/nj/counties/monmouth/index.md
index 77f901b50b..f499095049 100644
--- a/data/jurisdictions/us/states/nj/counties/monmouth/index.md
+++ b/data/jurisdictions/us/states/nj/counties/monmouth/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 3886
   hispanic: 83325
   bachelors_plus: 326685
+districts:
+  - to: "us/states/nj/districts/04"
+    rel: in-district
+    area_weight: 0.3347
+  - to: "us/states/nj/districts/03"
+    rel: in-district
+    area_weight: 0.2874
+  - to: "us/states/nj/districts/06"
+    rel: in-district
+    area_weight: 0.113
+  - to: "us/states/nj/districts/senate/11"
+    rel: in-district
+    area_weight: 0.198
+  - to: "us/states/nj/districts/senate/13"
+    rel: in-district
+    area_weight: 0.1973
+  - to: "us/states/nj/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1828
+  - to: "us/states/nj/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1442
+  - to: "us/states/nj/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0118
+  - to: "us/states/nj/districts/house/11"
+    rel: in-district
+    area_weight: 0.198
+  - to: "us/states/nj/districts/house/13"
+    rel: in-district
+    area_weight: 0.1973
+  - to: "us/states/nj/districts/house/12"
+    rel: in-district
+    area_weight: 0.1828
+  - to: "us/states/nj/districts/house/30"
+    rel: in-district
+    area_weight: 0.1442
+  - to: "us/states/nj/districts/house/10"
+    rel: in-district
+    area_weight: 0.0118
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 83325 |
 | Bachelor's or higher | 326685 |
 
+## Districts
+
+- [NJ-04](/us/states/nj/districts/04.md) — 33% (congressional)
+- [NJ-03](/us/states/nj/districts/03.md) — 29% (congressional)
+- [NJ-06](/us/states/nj/districts/06.md) — 11% (congressional)
+- [NJ Senate District 11](/us/states/nj/districts/senate/11.md) — 20% (state senate)
+- [NJ Senate District 13](/us/states/nj/districts/senate/13.md) — 20% (state senate)
+- [NJ Senate District 12](/us/states/nj/districts/senate/12.md) — 18% (state senate)
+- [NJ Senate District 30](/us/states/nj/districts/senate/30.md) — 14% (state senate)
+- [NJ Senate District 10](/us/states/nj/districts/senate/10.md) — 1% (state senate)
+- [NJ House District 11](/us/states/nj/districts/house/11.md) — 20% (state house)
+- [NJ House District 13](/us/states/nj/districts/house/13.md) — 20% (state house)
+- [NJ House District 12](/us/states/nj/districts/house/12.md) — 18% (state house)
+- [NJ House District 30](/us/states/nj/districts/house/30.md) — 14% (state house)
+- [NJ House District 10](/us/states/nj/districts/house/10.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/morris/index.md b/data/jurisdictions/us/states/nj/counties/morris/index.md
index b8a3eabfa6..1e1e534428 100644
--- a/data/jurisdictions/us/states/nj/counties/morris/index.md
+++ b/data/jurisdictions/us/states/nj/counties/morris/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 719
   hispanic: 82208
   bachelors_plus: 300104
+districts:
+  - to: "us/states/nj/districts/11"
+    rel: in-district
+    area_weight: 0.6419
+  - to: "us/states/nj/districts/07"
+    rel: in-district
+    area_weight: 0.3564
+  - to: "us/states/nj/districts/senate/25"
+    rel: in-district
+    area_weight: 0.4577
+  - to: "us/states/nj/districts/senate/24"
+    rel: in-district
+    area_weight: 0.2694
+  - to: "us/states/nj/districts/senate/26"
+    rel: in-district
+    area_weight: 0.2232
+  - to: "us/states/nj/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0493
+  - to: "us/states/nj/districts/house/25"
+    rel: in-district
+    area_weight: 0.4577
+  - to: "us/states/nj/districts/house/24"
+    rel: in-district
+    area_weight: 0.2694
+  - to: "us/states/nj/districts/house/26"
+    rel: in-district
+    area_weight: 0.2232
+  - to: "us/states/nj/districts/house/21"
+    rel: in-district
+    area_weight: 0.0493
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 82208 |
 | Bachelor's or higher | 300104 |
 
+## Districts
+
+- [NJ-11](/us/states/nj/districts/11.md) — 64% (congressional)
+- [NJ-07](/us/states/nj/districts/07.md) — 36% (congressional)
+- [NJ Senate District 25](/us/states/nj/districts/senate/25.md) — 46% (state senate)
+- [NJ Senate District 24](/us/states/nj/districts/senate/24.md) — 27% (state senate)
+- [NJ Senate District 26](/us/states/nj/districts/senate/26.md) — 22% (state senate)
+- [NJ Senate District 21](/us/states/nj/districts/senate/21.md) — 5% (state senate)
+- [NJ House District 25](/us/states/nj/districts/house/25.md) — 46% (state house)
+- [NJ House District 24](/us/states/nj/districts/house/24.md) — 27% (state house)
+- [NJ House District 26](/us/states/nj/districts/house/26.md) — 22% (state house)
+- [NJ House District 21](/us/states/nj/districts/house/21.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/ocean/index.md b/data/jurisdictions/us/states/nj/counties/ocean/index.md
index 0396096e94..59650c0b12 100644
--- a/data/jurisdictions/us/states/nj/counties/ocean/index.md
+++ b/data/jurisdictions/us/states/nj/counties/ocean/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 2587
   hispanic: 71391
   bachelors_plus: 207710
+districts:
+  - to: "us/states/nj/districts/04"
+    rel: in-district
+    area_weight: 0.5266
+  - to: "us/states/nj/districts/02"
+    rel: in-district
+    area_weight: 0.2985
+  - to: "us/states/nj/districts/senate/9"
+    rel: in-district
+    area_weight: 0.5375
+  - to: "us/states/nj/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1536
+  - to: "us/states/nj/districts/senate/10"
+    rel: in-district
+    area_weight: 0.1059
+  - to: "us/states/nj/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0275
+  - to: "us/states/nj/districts/house/9"
+    rel: in-district
+    area_weight: 0.5375
+  - to: "us/states/nj/districts/house/12"
+    rel: in-district
+    area_weight: 0.1536
+  - to: "us/states/nj/districts/house/10"
+    rel: in-district
+    area_weight: 0.1059
+  - to: "us/states/nj/districts/house/30"
+    rel: in-district
+    area_weight: 0.0275
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 71391 |
 | Bachelor's or higher | 207710 |
 
+## Districts
+
+- [NJ-04](/us/states/nj/districts/04.md) — 53% (congressional)
+- [NJ-02](/us/states/nj/districts/02.md) — 30% (congressional)
+- [NJ Senate District 9](/us/states/nj/districts/senate/9.md) — 54% (state senate)
+- [NJ Senate District 12](/us/states/nj/districts/senate/12.md) — 15% (state senate)
+- [NJ Senate District 10](/us/states/nj/districts/senate/10.md) — 11% (state senate)
+- [NJ Senate District 30](/us/states/nj/districts/senate/30.md) — 3% (state senate)
+- [NJ House District 9](/us/states/nj/districts/house/9.md) — 54% (state house)
+- [NJ House District 12](/us/states/nj/districts/house/12.md) — 15% (state house)
+- [NJ House District 10](/us/states/nj/districts/house/10.md) — 11% (state house)
+- [NJ House District 30](/us/states/nj/districts/house/30.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/passaic/index.md b/data/jurisdictions/us/states/nj/counties/passaic/index.md
index ac967d294d..2b33403110 100644
--- a/data/jurisdictions/us/states/nj/counties/passaic/index.md
+++ b/data/jurisdictions/us/states/nj/counties/passaic/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 2084
   hispanic: 231009
   bachelors_plus: 144545
+districts:
+  - to: "us/states/nj/districts/05"
+    rel: in-district
+    area_weight: 0.6438
+  - to: "us/states/nj/districts/09"
+    rel: in-district
+    area_weight: 0.2178
+  - to: "us/states/nj/districts/11"
+    rel: in-district
+    area_weight: 0.138
+  - to: "us/states/nj/districts/senate/25"
+    rel: in-district
+    area_weight: 0.4092
+  - to: "us/states/nj/districts/senate/26"
+    rel: in-district
+    area_weight: 0.2532
+  - to: "us/states/nj/districts/senate/40"
+    rel: in-district
+    area_weight: 0.1936
+  - to: "us/states/nj/districts/senate/35"
+    rel: in-district
+    area_weight: 0.07
+  - to: "us/states/nj/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0574
+  - to: "us/states/nj/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0163
+  - to: "us/states/nj/districts/house/25"
+    rel: in-district
+    area_weight: 0.4092
+  - to: "us/states/nj/districts/house/26"
+    rel: in-district
+    area_weight: 0.2532
+  - to: "us/states/nj/districts/house/40"
+    rel: in-district
+    area_weight: 0.1936
+  - to: "us/states/nj/districts/house/35"
+    rel: in-district
+    area_weight: 0.07
+  - to: "us/states/nj/districts/house/27"
+    rel: in-district
+    area_weight: 0.0574
+  - to: "us/states/nj/districts/house/36"
+    rel: in-district
+    area_weight: 0.0163
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 231009 |
 | Bachelor's or higher | 144545 |
 
+## Districts
+
+- [NJ-05](/us/states/nj/districts/05.md) — 64% (congressional)
+- [NJ-09](/us/states/nj/districts/09.md) — 22% (congressional)
+- [NJ-11](/us/states/nj/districts/11.md) — 14% (congressional)
+- [NJ Senate District 25](/us/states/nj/districts/senate/25.md) — 41% (state senate)
+- [NJ Senate District 26](/us/states/nj/districts/senate/26.md) — 25% (state senate)
+- [NJ Senate District 40](/us/states/nj/districts/senate/40.md) — 19% (state senate)
+- [NJ Senate District 35](/us/states/nj/districts/senate/35.md) — 7% (state senate)
+- [NJ Senate District 27](/us/states/nj/districts/senate/27.md) — 6% (state senate)
+- [NJ Senate District 36](/us/states/nj/districts/senate/36.md) — 2% (state senate)
+- [NJ House District 25](/us/states/nj/districts/house/25.md) — 41% (state house)
+- [NJ House District 26](/us/states/nj/districts/house/26.md) — 25% (state house)
+- [NJ House District 40](/us/states/nj/districts/house/40.md) — 19% (state house)
+- [NJ House District 35](/us/states/nj/districts/house/35.md) — 7% (state house)
+- [NJ House District 27](/us/states/nj/districts/house/27.md) — 6% (state house)
+- [NJ House District 36](/us/states/nj/districts/house/36.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/salem/index.md b/data/jurisdictions/us/states/nj/counties/salem/index.md
index 198b3e727d..8517a7cf70 100644
--- a/data/jurisdictions/us/states/nj/counties/salem/index.md
+++ b/data/jurisdictions/us/states/nj/counties/salem/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 122
   hispanic: 7362
   bachelors_plus: 15284
+districts:
+  - to: "us/states/nj/districts/02"
+    rel: in-district
+    area_weight: 0.9354
+  - to: "us/states/nj/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9352
+  - to: "us/states/nj/districts/house/3"
+    rel: in-district
+    area_weight: 0.9352
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7362 |
 | Bachelor's or higher | 15284 |
 
+## Districts
+
+- [NJ-02](/us/states/nj/districts/02.md) — 94% (congressional)
+- [NJ Senate District 3](/us/states/nj/districts/senate/3.md) — 94% (state senate)
+- [NJ House District 3](/us/states/nj/districts/house/3.md) — 94% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/somerset/index.md b/data/jurisdictions/us/states/nj/counties/somerset/index.md
index aaf30e10c6..552a2d0236 100644
--- a/data/jurisdictions/us/states/nj/counties/somerset/index.md
+++ b/data/jurisdictions/us/states/nj/counties/somerset/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 1478
   hispanic: 61585
   bachelors_plus: 209292
+districts:
+  - to: "us/states/nj/districts/07"
+    rel: in-district
+    area_weight: 0.5909
+  - to: "us/states/nj/districts/12"
+    rel: in-district
+    area_weight: 0.4087
+  - to: "us/states/nj/districts/senate/16"
+    rel: in-district
+    area_weight: 0.3578
+  - to: "us/states/nj/districts/senate/21"
+    rel: in-district
+    area_weight: 0.2562
+  - to: "us/states/nj/districts/senate/23"
+    rel: in-district
+    area_weight: 0.2208
+  - to: "us/states/nj/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1559
+  - to: "us/states/nj/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/nj/districts/house/16"
+    rel: in-district
+    area_weight: 0.3578
+  - to: "us/states/nj/districts/house/21"
+    rel: in-district
+    area_weight: 0.2562
+  - to: "us/states/nj/districts/house/23"
+    rel: in-district
+    area_weight: 0.2208
+  - to: "us/states/nj/districts/house/17"
+    rel: in-district
+    area_weight: 0.1559
+  - to: "us/states/nj/districts/house/22"
+    rel: in-district
+    area_weight: 0.0093
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction.
 | Hispanic/Latino | 61585 |
 | Bachelor's or higher | 209292 |
 
+## Districts
+
+- [NJ-07](/us/states/nj/districts/07.md) — 59% (congressional)
+- [NJ-12](/us/states/nj/districts/12.md) — 41% (congressional)
+- [NJ Senate District 16](/us/states/nj/districts/senate/16.md) — 36% (state senate)
+- [NJ Senate District 21](/us/states/nj/districts/senate/21.md) — 26% (state senate)
+- [NJ Senate District 23](/us/states/nj/districts/senate/23.md) — 22% (state senate)
+- [NJ Senate District 17](/us/states/nj/districts/senate/17.md) — 16% (state senate)
+- [NJ Senate District 22](/us/states/nj/districts/senate/22.md) — 1% (state senate)
+- [NJ House District 16](/us/states/nj/districts/house/16.md) — 36% (state house)
+- [NJ House District 21](/us/states/nj/districts/house/21.md) — 26% (state house)
+- [NJ House District 23](/us/states/nj/districts/house/23.md) — 22% (state house)
+- [NJ House District 17](/us/states/nj/districts/house/17.md) — 16% (state house)
+- [NJ House District 22](/us/states/nj/districts/house/22.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/sussex/index.md b/data/jurisdictions/us/states/nj/counties/sussex/index.md
index caecf1fae2..143862b49c 100644
--- a/data/jurisdictions/us/states/nj/counties/sussex/index.md
+++ b/data/jurisdictions/us/states/nj/counties/sussex/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 396
   hispanic: 17355
   bachelors_plus: 58169
+districts:
+  - to: "us/states/nj/districts/05"
+    rel: in-district
+    area_weight: 0.6882
+  - to: "us/states/nj/districts/07"
+    rel: in-district
+    area_weight: 0.3108
+  - to: "us/states/nj/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/nj/districts/house/24"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 17355 |
 | Bachelor's or higher | 58169 |
 
+## Districts
+
+- [NJ-05](/us/states/nj/districts/05.md) — 69% (congressional)
+- [NJ-07](/us/states/nj/districts/07.md) — 31% (congressional)
+- [NJ Senate District 24](/us/states/nj/districts/senate/24.md) — 100% (state senate)
+- [NJ House District 24](/us/states/nj/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/union/index.md b/data/jurisdictions/us/states/nj/counties/union/index.md
index 843fc6a681..1ccc1b63a2 100644
--- a/data/jurisdictions/us/states/nj/counties/union/index.md
+++ b/data/jurisdictions/us/states/nj/counties/union/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 3233
   hispanic: 203905
   bachelors_plus: 215946
+districts:
+  - to: "us/states/nj/districts/07"
+    rel: in-district
+    area_weight: 0.561
+  - to: "us/states/nj/districts/10"
+    rel: in-district
+    area_weight: 0.2478
+  - to: "us/states/nj/districts/08"
+    rel: in-district
+    area_weight: 0.1284
+  - to: "us/states/nj/districts/12"
+    rel: in-district
+    area_weight: 0.0569
+  - to: "us/states/nj/districts/senate/22"
+    rel: in-district
+    area_weight: 0.4005
+  - to: "us/states/nj/districts/senate/21"
+    rel: in-district
+    area_weight: 0.3096
+  - to: "us/states/nj/districts/senate/20"
+    rel: in-district
+    area_weight: 0.2508
+  - to: "us/states/nj/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0265
+  - to: "us/states/nj/districts/house/22"
+    rel: in-district
+    area_weight: 0.4005
+  - to: "us/states/nj/districts/house/21"
+    rel: in-district
+    area_weight: 0.3096
+  - to: "us/states/nj/districts/house/20"
+    rel: in-district
+    area_weight: 0.2508
+  - to: "us/states/nj/districts/house/28"
+    rel: in-district
+    area_weight: 0.0265
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 203905 |
 | Bachelor's or higher | 215946 |
 
+## Districts
+
+- [NJ-07](/us/states/nj/districts/07.md) — 56% (congressional)
+- [NJ-10](/us/states/nj/districts/10.md) — 25% (congressional)
+- [NJ-08](/us/states/nj/districts/08.md) — 13% (congressional)
+- [NJ-12](/us/states/nj/districts/12.md) — 6% (congressional)
+- [NJ Senate District 22](/us/states/nj/districts/senate/22.md) — 40% (state senate)
+- [NJ Senate District 21](/us/states/nj/districts/senate/21.md) — 31% (state senate)
+- [NJ Senate District 20](/us/states/nj/districts/senate/20.md) — 25% (state senate)
+- [NJ Senate District 28](/us/states/nj/districts/senate/28.md) — 3% (state senate)
+- [NJ House District 22](/us/states/nj/districts/house/22.md) — 40% (state house)
+- [NJ House District 21](/us/states/nj/districts/house/21.md) — 31% (state house)
+- [NJ House District 20](/us/states/nj/districts/house/20.md) — 25% (state house)
+- [NJ House District 28](/us/states/nj/districts/house/28.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/counties/warren/index.md b/data/jurisdictions/us/states/nj/counties/warren/index.md
index c491386507..19beb8e638 100644
--- a/data/jurisdictions/us/states/nj/counties/warren/index.md
+++ b/data/jurisdictions/us/states/nj/counties/warren/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 299
   hispanic: 14378
   bachelors_plus: 39235
+districts:
+  - to: "us/states/nj/districts/07"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/nj/districts/senate/23"
+    rel: in-district
+    area_weight: 0.8884
+  - to: "us/states/nj/districts/senate/24"
+    rel: in-district
+    area_weight: 0.1112
+  - to: "us/states/nj/districts/house/23"
+    rel: in-district
+    area_weight: 0.8884
+  - to: "us/states/nj/districts/house/24"
+    rel: in-district
+    area_weight: 0.1112
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nj]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 14378 |
 | Bachelor's or higher | 39235 |
 
+## Districts
+
+- [NJ-07](/us/states/nj/districts/07.md) — 100% (congressional)
+- [NJ Senate District 23](/us/states/nj/districts/senate/23.md) — 89% (state senate)
+- [NJ Senate District 24](/us/states/nj/districts/senate/24.md) — 11% (state senate)
+- [NJ House District 23](/us/states/nj/districts/house/23.md) — 89% (state house)
+- [NJ House District 24](/us/states/nj/districts/house/24.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nj/districts/01.md b/data/jurisdictions/us/states/nj/districts/01.md
index eec389532c..751af6b63b 100644
--- a/data/jurisdictions/us/states/nj/districts/01.md
+++ b/data/jurisdictions/us/states/nj/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 208339
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/02.md b/data/jurisdictions/us/states/nj/districts/02.md
index f1243adaf7..5f9e5bf1e7 100644
--- a/data/jurisdictions/us/states/nj/districts/02.md
+++ b/data/jurisdictions/us/states/nj/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 179337
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/03.md b/data/jurisdictions/us/states/nj/districts/03.md
index dce03ee8e8..0fa0123771 100644
--- a/data/jurisdictions/us/states/nj/districts/03.md
+++ b/data/jurisdictions/us/states/nj/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 260961
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/04.md b/data/jurisdictions/us/states/nj/districts/04.md
index 76f9e694f0..85594222a4 100644
--- a/data/jurisdictions/us/states/nj/districts/04.md
+++ b/data/jurisdictions/us/states/nj/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 226105
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/05.md b/data/jurisdictions/us/states/nj/districts/05.md
index 4ece538083..9e3c46459a 100644
--- a/data/jurisdictions/us/states/nj/districts/05.md
+++ b/data/jurisdictions/us/states/nj/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 316414
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/06.md b/data/jurisdictions/us/states/nj/districts/06.md
index 6d88a46470..092fac4fba 100644
--- a/data/jurisdictions/us/states/nj/districts/06.md
+++ b/data/jurisdictions/us/states/nj/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 243580
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/07.md b/data/jurisdictions/us/states/nj/districts/07.md
index 104b7f1757..5fc2f14a3b 100644
--- a/data/jurisdictions/us/states/nj/districts/07.md
+++ b/data/jurisdictions/us/states/nj/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 315833
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/08.md b/data/jurisdictions/us/states/nj/districts/08.md
index d78af0a878..f7e17d48f8 100644
--- a/data/jurisdictions/us/states/nj/districts/08.md
+++ b/data/jurisdictions/us/states/nj/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 236654
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/09.md b/data/jurisdictions/us/states/nj/districts/09.md
index c801943f2d..2c00048dd1 100644
--- a/data/jurisdictions/us/states/nj/districts/09.md
+++ b/data/jurisdictions/us/states/nj/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 179720
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/10.md b/data/jurisdictions/us/states/nj/districts/10.md
index 4612481dc7..1b93b5bb76 100644
--- a/data/jurisdictions/us/states/nj/districts/10.md
+++ b/data/jurisdictions/us/states/nj/districts/10.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 183948
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/11.md b/data/jurisdictions/us/states/nj/districts/11.md
index 556c1d47e4..cad26f641a 100644
--- a/data/jurisdictions/us/states/nj/districts/11.md
+++ b/data/jurisdictions/us/states/nj/districts/11.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 338751
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/12.md b/data/jurisdictions/us/states/nj/districts/12.md
index c246569fe0..828a3d1858 100644
--- a/data/jurisdictions/us/states/nj/districts/12.md
+++ b/data/jurisdictions/us/states/nj/districts/12.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 275890
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nj]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nj/districts/house/1.md b/data/jurisdictions/us/states/nj/districts/house/1.md
new file mode 100644
index 0000000000..b71cb454fd
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 1"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 1
+
+State House district 1 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/10.md b/data/jurisdictions/us/states/nj/districts/house/10.md
new file mode 100644
index 0000000000..df37a8159f
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 10"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 10
+
+State House district 10 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/11.md b/data/jurisdictions/us/states/nj/districts/house/11.md
new file mode 100644
index 0000000000..808f326179
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 11"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 11
+
+State House district 11 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/12.md b/data/jurisdictions/us/states/nj/districts/house/12.md
new file mode 100644
index 0000000000..9f9c02ac6d
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 12"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 12
+
+State House district 12 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/13.md b/data/jurisdictions/us/states/nj/districts/house/13.md
new file mode 100644
index 0000000000..47e36b5e6b
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 13"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 13
+
+State House district 13 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/14.md b/data/jurisdictions/us/states/nj/districts/house/14.md
new file mode 100644
index 0000000000..1d7bbbe33e
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 14"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 14
+
+State House district 14 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/15.md b/data/jurisdictions/us/states/nj/districts/house/15.md
new file mode 100644
index 0000000000..1c38438d0b
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 15"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 15
+
+State House district 15 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/16.md b/data/jurisdictions/us/states/nj/districts/house/16.md
new file mode 100644
index 0000000000..9a6f6204b6
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 16"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 16
+
+State House district 16 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/17.md b/data/jurisdictions/us/states/nj/districts/house/17.md
new file mode 100644
index 0000000000..678ed56eea
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 17"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 17
+
+State House district 17 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/18.md b/data/jurisdictions/us/states/nj/districts/house/18.md
new file mode 100644
index 0000000000..f10a1b96ab
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 18"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 18
+
+State House district 18 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/19.md b/data/jurisdictions/us/states/nj/districts/house/19.md
new file mode 100644
index 0000000000..07be659f09
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 19"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 19
+
+State House district 19 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/2.md b/data/jurisdictions/us/states/nj/districts/house/2.md
new file mode 100644
index 0000000000..fc2a9f7df9
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 2"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 2
+
+State House district 2 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/20.md b/data/jurisdictions/us/states/nj/districts/house/20.md
new file mode 100644
index 0000000000..ba84febf45
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 20"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 20
+
+State House district 20 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/21.md b/data/jurisdictions/us/states/nj/districts/house/21.md
new file mode 100644
index 0000000000..ee718b7ff6
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 21"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 21
+
+State House district 21 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/22.md b/data/jurisdictions/us/states/nj/districts/house/22.md
new file mode 100644
index 0000000000..290c513383
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 22"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 22
+
+State House district 22 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/23.md b/data/jurisdictions/us/states/nj/districts/house/23.md
new file mode 100644
index 0000000000..eba7fe8441
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 23"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 23
+
+State House district 23 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/24.md b/data/jurisdictions/us/states/nj/districts/house/24.md
new file mode 100644
index 0000000000..76adc2988d
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 24"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 24
+
+State House district 24 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/25.md b/data/jurisdictions/us/states/nj/districts/house/25.md
new file mode 100644
index 0000000000..c88f4ef3b5
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 25"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 25
+
+State House district 25 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/26.md b/data/jurisdictions/us/states/nj/districts/house/26.md
new file mode 100644
index 0000000000..e29c793a08
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 26"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 26
+
+State House district 26 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/27.md b/data/jurisdictions/us/states/nj/districts/house/27.md
new file mode 100644
index 0000000000..d14854697e
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 27"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 27
+
+State House district 27 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/28.md b/data/jurisdictions/us/states/nj/districts/house/28.md
new file mode 100644
index 0000000000..e4bbaaf8c2
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 28"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 28
+
+State House district 28 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/29.md b/data/jurisdictions/us/states/nj/districts/house/29.md
new file mode 100644
index 0000000000..e36e550dd1
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 29"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 29
+
+State House district 29 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/3.md b/data/jurisdictions/us/states/nj/districts/house/3.md
new file mode 100644
index 0000000000..47244c42ed
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 3"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 3
+
+State House district 3 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/30.md b/data/jurisdictions/us/states/nj/districts/house/30.md
new file mode 100644
index 0000000000..7545629ec9
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 30"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 30
+
+State House district 30 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/31.md b/data/jurisdictions/us/states/nj/districts/house/31.md
new file mode 100644
index 0000000000..b93b189839
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 31"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 31
+
+State House district 31 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/32.md b/data/jurisdictions/us/states/nj/districts/house/32.md
new file mode 100644
index 0000000000..cdac01adc8
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 32"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 32
+
+State House district 32 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/33.md b/data/jurisdictions/us/states/nj/districts/house/33.md
new file mode 100644
index 0000000000..9cfa5fa1d7
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 33"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 33
+
+State House district 33 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/34.md b/data/jurisdictions/us/states/nj/districts/house/34.md
new file mode 100644
index 0000000000..7d55f07dec
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 34"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 34
+
+State House district 34 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/35.md b/data/jurisdictions/us/states/nj/districts/house/35.md
new file mode 100644
index 0000000000..0c550da878
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 35"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 35
+
+State House district 35 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/36.md b/data/jurisdictions/us/states/nj/districts/house/36.md
new file mode 100644
index 0000000000..7711c8c217
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 36"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 36
+
+State House district 36 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/37.md b/data/jurisdictions/us/states/nj/districts/house/37.md
new file mode 100644
index 0000000000..1024f43164
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 37"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 37
+
+State House district 37 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/38.md b/data/jurisdictions/us/states/nj/districts/house/38.md
new file mode 100644
index 0000000000..dd6f0fb256
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 38"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 38
+
+State House district 38 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/39.md b/data/jurisdictions/us/states/nj/districts/house/39.md
new file mode 100644
index 0000000000..b678e29ad5
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 39"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 39
+
+State House district 39 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/4.md b/data/jurisdictions/us/states/nj/districts/house/4.md
new file mode 100644
index 0000000000..2588cc3dd1
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 4"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 4
+
+State House district 4 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/40.md b/data/jurisdictions/us/states/nj/districts/house/40.md
new file mode 100644
index 0000000000..a1f2515d6f
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 40"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 40
+
+State House district 40 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/5.md b/data/jurisdictions/us/states/nj/districts/house/5.md
new file mode 100644
index 0000000000..6543084361
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 5"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 5
+
+State House district 5 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/6.md b/data/jurisdictions/us/states/nj/districts/house/6.md
new file mode 100644
index 0000000000..d0b58eef43
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 6"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 6
+
+State House district 6 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/7.md b/data/jurisdictions/us/states/nj/districts/house/7.md
new file mode 100644
index 0000000000..d2efd8912a
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 7"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 7
+
+State House district 7 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/8.md b/data/jurisdictions/us/states/nj/districts/house/8.md
new file mode 100644
index 0000000000..f01c3cff9e
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 8"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 8
+
+State House district 8 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/house/9.md b/data/jurisdictions/us/states/nj/districts/house/9.md
new file mode 100644
index 0000000000..fed8450f1d
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ House District 9"
+classification: state-house-district
+state: "NJ"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ House District 9
+
+State House district 9 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/1.md b/data/jurisdictions/us/states/nj/districts/senate/1.md
new file mode 100644
index 0000000000..82979cf747
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 1"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 1
+
+State Senate district 1 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/10.md b/data/jurisdictions/us/states/nj/districts/senate/10.md
new file mode 100644
index 0000000000..d491ca9c33
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 10"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 10
+
+State Senate district 10 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/11.md b/data/jurisdictions/us/states/nj/districts/senate/11.md
new file mode 100644
index 0000000000..b9e36fa923
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 11"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 11
+
+State Senate district 11 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/12.md b/data/jurisdictions/us/states/nj/districts/senate/12.md
new file mode 100644
index 0000000000..ae61a87fe8
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 12"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 12
+
+State Senate district 12 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/13.md b/data/jurisdictions/us/states/nj/districts/senate/13.md
new file mode 100644
index 0000000000..42487555c8
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 13"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 13
+
+State Senate district 13 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/14.md b/data/jurisdictions/us/states/nj/districts/senate/14.md
new file mode 100644
index 0000000000..78b6d8210d
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 14"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 14
+
+State Senate district 14 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/15.md b/data/jurisdictions/us/states/nj/districts/senate/15.md
new file mode 100644
index 0000000000..370e3c0de6
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 15"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 15
+
+State Senate district 15 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/16.md b/data/jurisdictions/us/states/nj/districts/senate/16.md
new file mode 100644
index 0000000000..a3fbf191e8
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 16"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 16
+
+State Senate district 16 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/17.md b/data/jurisdictions/us/states/nj/districts/senate/17.md
new file mode 100644
index 0000000000..983e26ab3c
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 17"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 17
+
+State Senate district 17 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/18.md b/data/jurisdictions/us/states/nj/districts/senate/18.md
new file mode 100644
index 0000000000..a301322bc0
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 18"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 18
+
+State Senate district 18 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/19.md b/data/jurisdictions/us/states/nj/districts/senate/19.md
new file mode 100644
index 0000000000..2fba4f8ebc
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 19"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 19
+
+State Senate district 19 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/2.md b/data/jurisdictions/us/states/nj/districts/senate/2.md
new file mode 100644
index 0000000000..0b97da429f
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 2"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 2
+
+State Senate district 2 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/20.md b/data/jurisdictions/us/states/nj/districts/senate/20.md
new file mode 100644
index 0000000000..1e0187a049
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 20"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 20
+
+State Senate district 20 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/21.md b/data/jurisdictions/us/states/nj/districts/senate/21.md
new file mode 100644
index 0000000000..42aba3b04b
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 21"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 21
+
+State Senate district 21 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/22.md b/data/jurisdictions/us/states/nj/districts/senate/22.md
new file mode 100644
index 0000000000..3be3609d92
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 22"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 22
+
+State Senate district 22 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/23.md b/data/jurisdictions/us/states/nj/districts/senate/23.md
new file mode 100644
index 0000000000..a377161a33
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 23"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 23
+
+State Senate district 23 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/24.md b/data/jurisdictions/us/states/nj/districts/senate/24.md
new file mode 100644
index 0000000000..77db7b41a4
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 24"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 24
+
+State Senate district 24 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/25.md b/data/jurisdictions/us/states/nj/districts/senate/25.md
new file mode 100644
index 0000000000..83dfd51e15
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 25"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 25
+
+State Senate district 25 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/26.md b/data/jurisdictions/us/states/nj/districts/senate/26.md
new file mode 100644
index 0000000000..700df1a899
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 26"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 26
+
+State Senate district 26 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/27.md b/data/jurisdictions/us/states/nj/districts/senate/27.md
new file mode 100644
index 0000000000..5b84a9e2e3
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 27"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 27
+
+State Senate district 27 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/28.md b/data/jurisdictions/us/states/nj/districts/senate/28.md
new file mode 100644
index 0000000000..9ac4d6906d
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 28"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 28
+
+State Senate district 28 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/29.md b/data/jurisdictions/us/states/nj/districts/senate/29.md
new file mode 100644
index 0000000000..fba556c540
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 29"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 29
+
+State Senate district 29 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/3.md b/data/jurisdictions/us/states/nj/districts/senate/3.md
new file mode 100644
index 0000000000..937f62ef0f
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 3"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 3
+
+State Senate district 3 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/30.md b/data/jurisdictions/us/states/nj/districts/senate/30.md
new file mode 100644
index 0000000000..d59105cea1
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 30"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 30
+
+State Senate district 30 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/31.md b/data/jurisdictions/us/states/nj/districts/senate/31.md
new file mode 100644
index 0000000000..d1cf68535d
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 31"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 31
+
+State Senate district 31 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/32.md b/data/jurisdictions/us/states/nj/districts/senate/32.md
new file mode 100644
index 0000000000..acf06d0438
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 32"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 32
+
+State Senate district 32 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/33.md b/data/jurisdictions/us/states/nj/districts/senate/33.md
new file mode 100644
index 0000000000..448a6dedee
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 33"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 33
+
+State Senate district 33 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/34.md b/data/jurisdictions/us/states/nj/districts/senate/34.md
new file mode 100644
index 0000000000..653e3d6bad
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 34"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 34
+
+State Senate district 34 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/35.md b/data/jurisdictions/us/states/nj/districts/senate/35.md
new file mode 100644
index 0000000000..f46ae6d73d
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 35"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 35
+
+State Senate district 35 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/36.md b/data/jurisdictions/us/states/nj/districts/senate/36.md
new file mode 100644
index 0000000000..d57b9adba2
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 36"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 36
+
+State Senate district 36 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/37.md b/data/jurisdictions/us/states/nj/districts/senate/37.md
new file mode 100644
index 0000000000..8c43c328ea
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 37"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 37
+
+State Senate district 37 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/38.md b/data/jurisdictions/us/states/nj/districts/senate/38.md
new file mode 100644
index 0000000000..2dcaa77898
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 38"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 38
+
+State Senate district 38 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/39.md b/data/jurisdictions/us/states/nj/districts/senate/39.md
new file mode 100644
index 0000000000..2661b52bf3
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 39"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 39
+
+State Senate district 39 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/4.md b/data/jurisdictions/us/states/nj/districts/senate/4.md
new file mode 100644
index 0000000000..594ac511a0
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 4"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 4
+
+State Senate district 4 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/40.md b/data/jurisdictions/us/states/nj/districts/senate/40.md
new file mode 100644
index 0000000000..7ad869e598
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 40"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 40
+
+State Senate district 40 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/5.md b/data/jurisdictions/us/states/nj/districts/senate/5.md
new file mode 100644
index 0000000000..598e2a5d04
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 5"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 5
+
+State Senate district 5 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/6.md b/data/jurisdictions/us/states/nj/districts/senate/6.md
new file mode 100644
index 0000000000..140355f51d
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 6"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 6
+
+State Senate district 6 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/7.md b/data/jurisdictions/us/states/nj/districts/senate/7.md
new file mode 100644
index 0000000000..65468e367c
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 7"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 7
+
+State Senate district 7 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/8.md b/data/jurisdictions/us/states/nj/districts/senate/8.md
new file mode 100644
index 0000000000..a2359a14bc
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 8"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 8
+
+State Senate district 8 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/districts/senate/9.md b/data/jurisdictions/us/states/nj/districts/senate/9.md
new file mode 100644
index 0000000000..b746bbeaf1
--- /dev/null
+++ b/data/jurisdictions/us/states/nj/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NJ Senate District 9"
+classification: state-senate-district
+state: "NJ"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nj]
+timestamp: "2026-07-03"
+---
+
+# NJ Senate District 9
+
+State Senate district 9 (NJ).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nj/people/al-abdelaziz.md b/data/jurisdictions/us/states/nj/people/al-abdelaziz.md
index f872e01a85..158c6d88a3 100644
--- a/data/jurisdictions/us/states/nj/people/al-abdelaziz.md
+++ b/data/jurisdictions/us/states/nj/people/al-abdelaziz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 35"
+represents: "us/states/nj/districts/house/35"
 tenure:
   start: "2025-01-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 35 (NJ State House of Representatives District 35).
 
+Represents [NJ State House of Representatives District 35](/us/states/nj/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/al-barlas.md b/data/jurisdictions/us/states/nj/people/al-barlas.md
index 359ee91853..dc082702d6 100644
--- a/data/jurisdictions/us/states/nj/people/al-barlas.md
+++ b/data/jurisdictions/us/states/nj/people/al-barlas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 40"
+represents: "us/states/nj/districts/house/40"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 40 (NJ State House of Representatives District 40).
 
+Represents [NJ State House of Representatives District 40](/us/states/nj/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/alex-sauickie.md b/data/jurisdictions/us/states/nj/people/alex-sauickie.md
index 315116a49c..fea4d0eacb 100644
--- a/data/jurisdictions/us/states/nj/people/alex-sauickie.md
+++ b/data/jurisdictions/us/states/nj/people/alex-sauickie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 12"
+represents: "us/states/nj/districts/house/12"
 tenure:
   start: "2022-09-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 12 (NJ State House of Representatives District 12).
 
+Represents [NJ State House of Representatives District 12](/us/states/nj/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/alixon-collazos-gill.md b/data/jurisdictions/us/states/nj/people/alixon-collazos-gill.md
index e19e647a49..5eeb4b7762 100644
--- a/data/jurisdictions/us/states/nj/people/alixon-collazos-gill.md
+++ b/data/jurisdictions/us/states/nj/people/alixon-collazos-gill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 27"
+represents: "us/states/nj/districts/house/27"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 27 (NJ State House of Representatives District 27).
 
+Represents [NJ State House of Representatives District 27](/us/states/nj/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/andrea-katz.md b/data/jurisdictions/us/states/nj/people/andrea-katz.md
index f364a937cc..6e7f73550a 100644
--- a/data/jurisdictions/us/states/nj/people/andrea-katz.md
+++ b/data/jurisdictions/us/states/nj/people/andrea-katz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 8"
+represents: "us/states/nj/districts/house/8"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 8 (NJ State House of Representatives District 8).
 
+Represents [NJ State House of Representatives District 8](/us/states/nj/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/andrew-macurdy.md b/data/jurisdictions/us/states/nj/people/andrew-macurdy.md
index 3fef03fb58..f73d668219 100644
--- a/data/jurisdictions/us/states/nj/people/andrew-macurdy.md
+++ b/data/jurisdictions/us/states/nj/people/andrew-macurdy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 21"
+represents: "us/states/nj/districts/house/21"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 21 (NJ State House of Representatives District 21).
 
+Represents [NJ State House of Representatives District 21](/us/states/nj/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/andrew-zwicker.md b/data/jurisdictions/us/states/nj/people/andrew-zwicker.md
index a7d66c86e7..10c92b2627 100644
--- a/data/jurisdictions/us/states/nj/people/andrew-zwicker.md
+++ b/data/jurisdictions/us/states/nj/people/andrew-zwicker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 16"
+represents: "us/states/nj/districts/senate/16"
 tenure:
   start: "2022-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 16 (NJ State Senate District 16).
 
+Represents [NJ State Senate District 16](/us/states/nj/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/angela-mcknight.md b/data/jurisdictions/us/states/nj/people/angela-mcknight.md
index 978255fe37..829b74b6c9 100644
--- a/data/jurisdictions/us/states/nj/people/angela-mcknight.md
+++ b/data/jurisdictions/us/states/nj/people/angela-mcknight.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 31"
+represents: "us/states/nj/districts/senate/31"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 31 (NJ State Senate District 31).
 
+Represents [NJ State Senate District 31](/us/states/nj/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/annette-quijano.md b/data/jurisdictions/us/states/nj/people/annette-quijano.md
index 45d21f7e22..76e865a2aa 100644
--- a/data/jurisdictions/us/states/nj/people/annette-quijano.md
+++ b/data/jurisdictions/us/states/nj/people/annette-quijano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 20"
+represents: "us/states/nj/districts/house/20"
 tenure:
   start: "2008-09-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 20 (NJ State House of Representatives District 20).
 
+Represents [NJ State House of Representatives District 20](/us/states/nj/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/anthony-angelozzi.md b/data/jurisdictions/us/states/nj/people/anthony-angelozzi.md
index 7cc01ec4f3..e1cbc742ec 100644
--- a/data/jurisdictions/us/states/nj/people/anthony-angelozzi.md
+++ b/data/jurisdictions/us/states/nj/people/anthony-angelozzi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 8"
+represents: "us/states/nj/districts/house/8"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 8 (NJ State House of Representatives District 8).
 
+Represents [NJ State House of Representatives District 8](/us/states/nj/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/anthony-verrelli.md b/data/jurisdictions/us/states/nj/people/anthony-verrelli.md
index c178108ea3..f798787993 100644
--- a/data/jurisdictions/us/states/nj/people/anthony-verrelli.md
+++ b/data/jurisdictions/us/states/nj/people/anthony-verrelli.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 15"
+represents: "us/states/nj/districts/house/15"
 tenure:
   start: "2018-08-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 15 (NJ State House of Representatives District 15).
 
+Represents [NJ State House of Representatives District 15](/us/states/nj/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/antwan-mcclellan.md b/data/jurisdictions/us/states/nj/people/antwan-mcclellan.md
index 76a91e5ac2..c3a43fc197 100644
--- a/data/jurisdictions/us/states/nj/people/antwan-mcclellan.md
+++ b/data/jurisdictions/us/states/nj/people/antwan-mcclellan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 1"
+represents: "us/states/nj/districts/house/1"
 tenure:
   start: "2020-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 1 (NJ State House of Representatives District 1).
 
+Represents [NJ State House of Representatives District 1](/us/states/nj/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/aura-dunn.md b/data/jurisdictions/us/states/nj/people/aura-dunn.md
index 567e630f2d..0c7e3830ae 100644
--- a/data/jurisdictions/us/states/nj/people/aura-dunn.md
+++ b/data/jurisdictions/us/states/nj/people/aura-dunn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 25"
+represents: "us/states/nj/districts/house/25"
 tenure:
   start: "2019-11-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 25 (NJ State House of Representatives District 25).
 
+Represents [NJ State House of Representatives District 25](/us/states/nj/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/avi-schnall.md b/data/jurisdictions/us/states/nj/people/avi-schnall.md
index c72b84f173..17f33a57bd 100644
--- a/data/jurisdictions/us/states/nj/people/avi-schnall.md
+++ b/data/jurisdictions/us/states/nj/people/avi-schnall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 30"
+represents: "us/states/nj/districts/house/30"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 30 (NJ State House of Representatives District 30).
 
+Represents [NJ State House of Representatives District 30](/us/states/nj/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/balvir-singh.md b/data/jurisdictions/us/states/nj/people/balvir-singh.md
index 9ac4ac0d04..9512fd3f5b 100644
--- a/data/jurisdictions/us/states/nj/people/balvir-singh.md
+++ b/data/jurisdictions/us/states/nj/people/balvir-singh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 7"
+represents: "us/states/nj/districts/house/7"
 tenure:
   start: "2025-01-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 7 (NJ State House of Representatives District 7).
 
+Represents [NJ State House of Representatives District 7](/us/states/nj/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/benjie-wimberly.md b/data/jurisdictions/us/states/nj/people/benjie-wimberly.md
index a89d559982..ba8ab2730d 100644
--- a/data/jurisdictions/us/states/nj/people/benjie-wimberly.md
+++ b/data/jurisdictions/us/states/nj/people/benjie-wimberly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 35"
+represents: "us/states/nj/districts/senate/35"
 tenure:
   start: "2025-01-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 35 (NJ State Senate District 35).
 
+Represents [NJ State Senate District 35](/us/states/nj/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/bill-moen.md b/data/jurisdictions/us/states/nj/people/bill-moen.md
index 2733b3c184..f3aded08b2 100644
--- a/data/jurisdictions/us/states/nj/people/bill-moen.md
+++ b/data/jurisdictions/us/states/nj/people/bill-moen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 5"
+represents: "us/states/nj/districts/house/5"
 tenure:
   start: "2020-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 5 (NJ State House of Representatives District 5).
 
+Represents [NJ State House of Representatives District 5](/us/states/nj/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/bill-spearman.md b/data/jurisdictions/us/states/nj/people/bill-spearman.md
index d2a7295ac3..60d6e41715 100644
--- a/data/jurisdictions/us/states/nj/people/bill-spearman.md
+++ b/data/jurisdictions/us/states/nj/people/bill-spearman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 5"
+represents: "us/states/nj/districts/house/5"
 tenure:
   start: "2018-06-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 5 (NJ State House of Representatives District 5).
 
+Represents [NJ State House of Representatives District 5](/us/states/nj/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/bob-auth.md b/data/jurisdictions/us/states/nj/people/bob-auth.md
index 379fbf4ff7..5a23757337 100644
--- a/data/jurisdictions/us/states/nj/people/bob-auth.md
+++ b/data/jurisdictions/us/states/nj/people/bob-auth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 39"
+represents: "us/states/nj/districts/house/39"
 tenure:
   start: "2014-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 39 (NJ State House of Representatives District 39).
 
+Represents [NJ State House of Representatives District 39](/us/states/nj/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/bob-singer.md b/data/jurisdictions/us/states/nj/people/bob-singer.md
index 62f26e2d32..14bff23b06 100644
--- a/data/jurisdictions/us/states/nj/people/bob-singer.md
+++ b/data/jurisdictions/us/states/nj/people/bob-singer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 30"
+represents: "us/states/nj/districts/senate/30"
 tenure:
   start: "1993-10-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 30 (NJ State Senate District 30).
 
+Represents [NJ State Senate District 30](/us/states/nj/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/bob-smith.md b/data/jurisdictions/us/states/nj/people/bob-smith.md
index 14f11dc8b1..b5bbda9ce7 100644
--- a/data/jurisdictions/us/states/nj/people/bob-smith.md
+++ b/data/jurisdictions/us/states/nj/people/bob-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 17"
+represents: "us/states/nj/districts/senate/17"
 tenure:
   start: "2002-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 17 (NJ State Senate District 17).
 
+Represents [NJ State Senate District 17](/us/states/nj/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/brian-bergen.md b/data/jurisdictions/us/states/nj/people/brian-bergen.md
index 3ebce8f037..4505c57a7f 100644
--- a/data/jurisdictions/us/states/nj/people/brian-bergen.md
+++ b/data/jurisdictions/us/states/nj/people/brian-bergen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 26"
+represents: "us/states/nj/districts/house/26"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 26 (NJ State House of Representatives District 26).
 
+Represents [NJ State House of Representatives District 26](/us/states/nj/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/brian-rumpf.md b/data/jurisdictions/us/states/nj/people/brian-rumpf.md
index 8e25e1b4b6..a0d720faab 100644
--- a/data/jurisdictions/us/states/nj/people/brian-rumpf.md
+++ b/data/jurisdictions/us/states/nj/people/brian-rumpf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 9"
+represents: "us/states/nj/districts/house/9"
 tenure:
   start: "2003-06-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 9 (NJ State House of Representatives District 9).
 
+Represents [NJ State House of Representatives District 9](/us/states/nj/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/brian-stack.md b/data/jurisdictions/us/states/nj/people/brian-stack.md
index 066b62795d..e81a8fbf9a 100644
--- a/data/jurisdictions/us/states/nj/people/brian-stack.md
+++ b/data/jurisdictions/us/states/nj/people/brian-stack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 33"
+represents: "us/states/nj/districts/senate/33"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 33 (NJ State Senate District 33).
 
+Represents [NJ State Senate District 33](/us/states/nj/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/britnee-timberlake.md b/data/jurisdictions/us/states/nj/people/britnee-timberlake.md
index 26285547c0..9257ea626c 100644
--- a/data/jurisdictions/us/states/nj/people/britnee-timberlake.md
+++ b/data/jurisdictions/us/states/nj/people/britnee-timberlake.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 34"
+represents: "us/states/nj/districts/senate/34"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 34 (NJ State Senate District 34).
 
+Represents [NJ State Senate District 34](/us/states/nj/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/carmen-amato.md b/data/jurisdictions/us/states/nj/people/carmen-amato.md
index 2ea8aa5dd4..f853767493 100644
--- a/data/jurisdictions/us/states/nj/people/carmen-amato.md
+++ b/data/jurisdictions/us/states/nj/people/carmen-amato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 9"
+represents: "us/states/nj/districts/senate/9"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 9 (NJ State Senate District 9).
 
+Represents [NJ State Senate District 9](/us/states/nj/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/carmen-morales.md b/data/jurisdictions/us/states/nj/people/carmen-morales.md
index f7fa99781d..da1f2535c2 100644
--- a/data/jurisdictions/us/states/nj/people/carmen-morales.md
+++ b/data/jurisdictions/us/states/nj/people/carmen-morales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 34"
+represents: "us/states/nj/districts/house/34"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 34 (NJ State House of Representatives District 34).
 
+Represents [NJ State House of Representatives District 34](/us/states/nj/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/carol-murphy.md b/data/jurisdictions/us/states/nj/people/carol-murphy.md
index 371d44ffda..d483210c8d 100644
--- a/data/jurisdictions/us/states/nj/people/carol-murphy.md
+++ b/data/jurisdictions/us/states/nj/people/carol-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 7"
+represents: "us/states/nj/districts/house/7"
 tenure:
   start: "2018-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 7 (NJ State House of Representatives District 7).
 
+Represents [NJ State House of Representatives District 7](/us/states/nj/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/chigozie-onyema.md b/data/jurisdictions/us/states/nj/people/chigozie-onyema.md
index 12bef1420d..6194323a11 100644
--- a/data/jurisdictions/us/states/nj/people/chigozie-onyema.md
+++ b/data/jurisdictions/us/states/nj/people/chigozie-onyema.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 28"
+represents: "us/states/nj/districts/house/28"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 28 (NJ State House of Representatives District 28).
 
+Represents [NJ State House of Representatives District 28](/us/states/nj/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/chris-dephillips.md b/data/jurisdictions/us/states/nj/people/chris-dephillips.md
index 66a199dc86..f4f7f76acd 100644
--- a/data/jurisdictions/us/states/nj/people/chris-dephillips.md
+++ b/data/jurisdictions/us/states/nj/people/chris-dephillips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 40"
+represents: "us/states/nj/districts/house/40"
 tenure:
   start: "2018-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 40 (NJ State House of Representatives District 40).
 
+Represents [NJ State House of Representatives District 40](/us/states/nj/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/chris-tully.md b/data/jurisdictions/us/states/nj/people/chris-tully.md
index cd4b74e9e3..28529c5a87 100644
--- a/data/jurisdictions/us/states/nj/people/chris-tully.md
+++ b/data/jurisdictions/us/states/nj/people/chris-tully.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 38"
+represents: "us/states/nj/districts/house/38"
 tenure:
   start: "2018-05-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 38 (NJ State House of Representatives District 38).
 
+Represents [NJ State House of Representatives District 38](/us/states/nj/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/cleopatra-tucker.md b/data/jurisdictions/us/states/nj/people/cleopatra-tucker.md
index 73e293eed6..1fda91d8e3 100644
--- a/data/jurisdictions/us/states/nj/people/cleopatra-tucker.md
+++ b/data/jurisdictions/us/states/nj/people/cleopatra-tucker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 28"
+represents: "us/states/nj/districts/house/28"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 28 (NJ State House of Representatives District 28).
 
+Represents [NJ State House of Representatives District 28](/us/states/nj/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/clinton-calabrese.md b/data/jurisdictions/us/states/nj/people/clinton-calabrese.md
index f884a3760c..c55aa0d471 100644
--- a/data/jurisdictions/us/states/nj/people/clinton-calabrese.md
+++ b/data/jurisdictions/us/states/nj/people/clinton-calabrese.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 36"
+represents: "us/states/nj/districts/house/36"
 tenure:
   start: "2018-02-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 36 (NJ State House of Representatives District 36).
 
+Represents [NJ State House of Representatives District 36](/us/states/nj/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/cody-miller.md b/data/jurisdictions/us/states/nj/people/cody-miller.md
index eae947ee7b..f625ec8152 100644
--- a/data/jurisdictions/us/states/nj/people/cody-miller.md
+++ b/data/jurisdictions/us/states/nj/people/cody-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 4"
+represents: "us/states/nj/districts/house/4"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 4 (NJ State House of Representatives District 4).
 
+Represents [NJ State House of Representatives District 4](/us/states/nj/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/craig-coughlin.md b/data/jurisdictions/us/states/nj/people/craig-coughlin.md
index 2e7d17db59..4890d246b5 100644
--- a/data/jurisdictions/us/states/nj/people/craig-coughlin.md
+++ b/data/jurisdictions/us/states/nj/people/craig-coughlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 19"
+represents: "us/states/nj/districts/house/19"
 tenure:
   start: "2010-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 19 (NJ State House of Representatives District 19).
 
+Represents [NJ State House of Representatives District 19](/us/states/nj/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/dan-hutchison.md b/data/jurisdictions/us/states/nj/people/dan-hutchison.md
index 76979da89d..36e7291a96 100644
--- a/data/jurisdictions/us/states/nj/people/dan-hutchison.md
+++ b/data/jurisdictions/us/states/nj/people/dan-hutchison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 4"
+represents: "us/states/nj/districts/house/4"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 4 (NJ State House of Representatives District 4).
 
+Represents [NJ State House of Representatives District 4](/us/states/nj/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/dave-bailey.md b/data/jurisdictions/us/states/nj/people/dave-bailey.md
index 3d9e927a3c..f9bbb06c78 100644
--- a/data/jurisdictions/us/states/nj/people/dave-bailey.md
+++ b/data/jurisdictions/us/states/nj/people/dave-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 3"
+represents: "us/states/nj/districts/house/3"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 3 (NJ State House of Representatives District 3).
 
+Represents [NJ State House of Representatives District 3](/us/states/nj/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/dawn-fantasia.md b/data/jurisdictions/us/states/nj/people/dawn-fantasia.md
index a4d4369ce9..9bfcc4cee0 100644
--- a/data/jurisdictions/us/states/nj/people/dawn-fantasia.md
+++ b/data/jurisdictions/us/states/nj/people/dawn-fantasia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 24"
+represents: "us/states/nj/districts/house/24"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 24 (NJ State House of Representatives District 24).
 
+Represents [NJ State House of Representatives District 24](/us/states/nj/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/declan-o-scanlon.md b/data/jurisdictions/us/states/nj/people/declan-o-scanlon.md
index 67323d2cbd..6c24583a82 100644
--- a/data/jurisdictions/us/states/nj/people/declan-o-scanlon.md
+++ b/data/jurisdictions/us/states/nj/people/declan-o-scanlon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 13"
+represents: "us/states/nj/districts/senate/13"
 tenure:
   start: "2018-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 13 (NJ State Senate District 13).
 
+Represents [NJ State Senate District 13](/us/states/nj/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/don-guardian.md b/data/jurisdictions/us/states/nj/people/don-guardian.md
index 710d579414..e2311eba26 100644
--- a/data/jurisdictions/us/states/nj/people/don-guardian.md
+++ b/data/jurisdictions/us/states/nj/people/don-guardian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 2"
+represents: "us/states/nj/districts/house/2"
 tenure:
   start: "2022-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 2 (NJ State House of Representatives District 2).
 
+Represents [NJ State House of Representatives District 2](/us/states/nj/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/doug-steinhardt.md b/data/jurisdictions/us/states/nj/people/doug-steinhardt.md
index 97af07b4fc..4384852e74 100644
--- a/data/jurisdictions/us/states/nj/people/doug-steinhardt.md
+++ b/data/jurisdictions/us/states/nj/people/doug-steinhardt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 23"
+represents: "us/states/nj/districts/senate/23"
 tenure:
   start: "2022-12-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 23 (NJ State Senate District 23).
 
+Represents [NJ State Senate District 23](/us/states/nj/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/ed-rodriguez.md b/data/jurisdictions/us/states/nj/people/ed-rodriguez.md
index 087ce33ab3..a30e5fb06f 100644
--- a/data/jurisdictions/us/states/nj/people/ed-rodriguez.md
+++ b/data/jurisdictions/us/states/nj/people/ed-rodriguez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 20"
+represents: "us/states/nj/districts/house/20"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 20 (NJ State House of Representatives District 20).
 
+Represents [NJ State House of Representatives District 20](/us/states/nj/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/eliana-pintor-marin.md b/data/jurisdictions/us/states/nj/people/eliana-pintor-marin.md
index 6c033a81e8..01dc2e8dce 100644
--- a/data/jurisdictions/us/states/nj/people/eliana-pintor-marin.md
+++ b/data/jurisdictions/us/states/nj/people/eliana-pintor-marin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 29"
+represents: "us/states/nj/districts/house/29"
 tenure:
   start: "2013-11-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 29 (NJ State House of Representatives District 29).
 
+Represents [NJ State House of Representatives District 29](/us/states/nj/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/ellen-park.md b/data/jurisdictions/us/states/nj/people/ellen-park.md
index a155b04b92..7841045375 100644
--- a/data/jurisdictions/us/states/nj/people/ellen-park.md
+++ b/data/jurisdictions/us/states/nj/people/ellen-park.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 37"
+represents: "us/states/nj/districts/house/37"
 tenure:
   start: "2022-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 37 (NJ State House of Representatives District 37).
 
+Represents [NJ State House of Representatives District 37](/us/states/nj/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/erik-peterson.md b/data/jurisdictions/us/states/nj/people/erik-peterson.md
index b817ec6934..db88b70bd4 100644
--- a/data/jurisdictions/us/states/nj/people/erik-peterson.md
+++ b/data/jurisdictions/us/states/nj/people/erik-peterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 23"
+represents: "us/states/nj/districts/house/23"
 tenure:
   start: "2009-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 23 (NJ State House of Representatives District 23).
 
+Represents [NJ State House of Representatives District 23](/us/states/nj/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/erik-simonsen.md b/data/jurisdictions/us/states/nj/people/erik-simonsen.md
index 7fd895f59f..9b15962bf3 100644
--- a/data/jurisdictions/us/states/nj/people/erik-simonsen.md
+++ b/data/jurisdictions/us/states/nj/people/erik-simonsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 1"
+represents: "us/states/nj/districts/house/1"
 tenure:
   start: "2020-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 1 (NJ State House of Representatives District 1).
 
+Represents [NJ State House of Representatives District 1](/us/states/nj/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/gabe-rodriguez.md b/data/jurisdictions/us/states/nj/people/gabe-rodriguez.md
index 3ecd2264ab..f659207652 100644
--- a/data/jurisdictions/us/states/nj/people/gabe-rodriguez.md
+++ b/data/jurisdictions/us/states/nj/people/gabe-rodriguez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 33"
+represents: "us/states/nj/districts/house/33"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 33 (NJ State House of Representatives District 33).
 
+Represents [NJ State House of Representatives District 33](/us/states/nj/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/gary-schaer.md b/data/jurisdictions/us/states/nj/people/gary-schaer.md
index 27dac88c03..10581de473 100644
--- a/data/jurisdictions/us/states/nj/people/gary-schaer.md
+++ b/data/jurisdictions/us/states/nj/people/gary-schaer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 36"
+represents: "us/states/nj/districts/house/36"
 tenure:
   start: "2006-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 36 (NJ State House of Representatives District 36).
 
+Represents [NJ State House of Representatives District 36](/us/states/nj/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/gerry-scharfenberger.md b/data/jurisdictions/us/states/nj/people/gerry-scharfenberger.md
index 4eb8a50142..1cf4b72c90 100644
--- a/data/jurisdictions/us/states/nj/people/gerry-scharfenberger.md
+++ b/data/jurisdictions/us/states/nj/people/gerry-scharfenberger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 13"
+represents: "us/states/nj/districts/house/13"
 tenure:
   start: "2020-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 13 (NJ State House of Representatives District 13).
 
+Represents [NJ State House of Representatives District 13](/us/states/nj/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/gordon-johnson.md b/data/jurisdictions/us/states/nj/people/gordon-johnson.md
index 00a88d76a4..7b304bca13 100644
--- a/data/jurisdictions/us/states/nj/people/gordon-johnson.md
+++ b/data/jurisdictions/us/states/nj/people/gordon-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 37"
+represents: "us/states/nj/districts/senate/37"
 tenure:
   start: "2022-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 37 (NJ State Senate District 37).
 
+Represents [NJ State Senate District 37](/us/states/nj/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/greg-mcguckin.md b/data/jurisdictions/us/states/nj/people/greg-mcguckin.md
index 40b26a3045..090dec191f 100644
--- a/data/jurisdictions/us/states/nj/people/greg-mcguckin.md
+++ b/data/jurisdictions/us/states/nj/people/greg-mcguckin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 10"
+represents: "us/states/nj/districts/house/10"
 tenure:
   start: "2012-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 10 (NJ State House of Representatives District 10).
 
+Represents [NJ State House of Representatives District 10](/us/states/nj/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/greg-myhre.md b/data/jurisdictions/us/states/nj/people/greg-myhre.md
index 5e6c0d720d..3d6ee5937d 100644
--- a/data/jurisdictions/us/states/nj/people/greg-myhre.md
+++ b/data/jurisdictions/us/states/nj/people/greg-myhre.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 9"
+represents: "us/states/nj/districts/house/9"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 9 (NJ State House of Representatives District 9).
 
+Represents [NJ State House of Representatives District 9](/us/states/nj/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/heather-simmons.md b/data/jurisdictions/us/states/nj/people/heather-simmons.md
index 171f3a2b0c..caa901a1cd 100644
--- a/data/jurisdictions/us/states/nj/people/heather-simmons.md
+++ b/data/jurisdictions/us/states/nj/people/heather-simmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 3"
+represents: "us/states/nj/districts/house/3"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 3 (NJ State House of Representatives District 3).
 
+Represents [NJ State House of Representatives District 3](/us/states/nj/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/holly-schepisi.md b/data/jurisdictions/us/states/nj/people/holly-schepisi.md
index 1c7dae6969..43a96edf9d 100644
--- a/data/jurisdictions/us/states/nj/people/holly-schepisi.md
+++ b/data/jurisdictions/us/states/nj/people/holly-schepisi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 39"
+represents: "us/states/nj/districts/senate/39"
 tenure:
   start: "2021-03-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 39 (NJ State Senate District 39).
 
+Represents [NJ State Senate District 39](/us/states/nj/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/jay-webber.md b/data/jurisdictions/us/states/nj/people/jay-webber.md
index bc43350b03..b330fe947d 100644
--- a/data/jurisdictions/us/states/nj/people/jay-webber.md
+++ b/data/jurisdictions/us/states/nj/people/jay-webber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 26"
+represents: "us/states/nj/districts/house/26"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 26 (NJ State House of Representatives District 26).
 
+Represents [NJ State House of Representatives District 26](/us/states/nj/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/jerry-walker.md b/data/jurisdictions/us/states/nj/people/jerry-walker.md
index a4c8ee5bd7..3f6c9504ce 100644
--- a/data/jurisdictions/us/states/nj/people/jerry-walker.md
+++ b/data/jurisdictions/us/states/nj/people/jerry-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 31"
+represents: "us/states/nj/districts/house/31"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 31 (NJ State House of Representatives District 31).
 
+Represents [NJ State House of Representatives District 31](/us/states/nj/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/jim-beach.md b/data/jurisdictions/us/states/nj/people/jim-beach.md
index 32d16b3f48..06607457b9 100644
--- a/data/jurisdictions/us/states/nj/people/jim-beach.md
+++ b/data/jurisdictions/us/states/nj/people/jim-beach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 6"
+represents: "us/states/nj/districts/senate/6"
 tenure:
   start: "2009-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 6 (NJ State Senate District 6).
 
+Represents [NJ State Senate District 6](/us/states/nj/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/jim-holzapfel.md b/data/jurisdictions/us/states/nj/people/jim-holzapfel.md
index e4b726dd2e..e276aef042 100644
--- a/data/jurisdictions/us/states/nj/people/jim-holzapfel.md
+++ b/data/jurisdictions/us/states/nj/people/jim-holzapfel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 10"
+represents: "us/states/nj/districts/senate/10"
 tenure:
   start: "2012-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 10 (NJ State Senate District 10).
 
+Represents [NJ State Senate District 10](/us/states/nj/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/jim-kennedy.md b/data/jurisdictions/us/states/nj/people/jim-kennedy.md
index c29b79dd01..afa75c3d2b 100644
--- a/data/jurisdictions/us/states/nj/people/jim-kennedy.md
+++ b/data/jurisdictions/us/states/nj/people/jim-kennedy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 22"
+represents: "us/states/nj/districts/house/22"
 tenure:
   start: "2016-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 22 (NJ State House of Representatives District 22).
 
+Represents [NJ State House of Representatives District 22](/us/states/nj/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/joe-cryan.md b/data/jurisdictions/us/states/nj/people/joe-cryan.md
index 37be916f72..105cc599d9 100644
--- a/data/jurisdictions/us/states/nj/people/joe-cryan.md
+++ b/data/jurisdictions/us/states/nj/people/joe-cryan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 20"
+represents: "us/states/nj/districts/senate/20"
 tenure:
   start: "2018-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 20 (NJ State Senate District 20).
 
+Represents [NJ State Senate District 20](/us/states/nj/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/joe-danielsen.md b/data/jurisdictions/us/states/nj/people/joe-danielsen.md
index 40ce8301a8..3a0e57d800 100644
--- a/data/jurisdictions/us/states/nj/people/joe-danielsen.md
+++ b/data/jurisdictions/us/states/nj/people/joe-danielsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 17"
+represents: "us/states/nj/districts/house/17"
 tenure:
   start: "2014-10-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 17 (NJ State House of Representatives District 17).
 
+Represents [NJ State House of Representatives District 17](/us/states/nj/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/joe-lagana.md b/data/jurisdictions/us/states/nj/people/joe-lagana.md
index cf05422ba9..86ab452e3f 100644
--- a/data/jurisdictions/us/states/nj/people/joe-lagana.md
+++ b/data/jurisdictions/us/states/nj/people/joe-lagana.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 38"
+represents: "us/states/nj/districts/senate/38"
 tenure:
   start: "2018-04-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 38 (NJ State Senate District 38).
 
+Represents [NJ State Senate District 38](/us/states/nj/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/joe-pennacchio.md b/data/jurisdictions/us/states/nj/people/joe-pennacchio.md
index 90263cfe4a..81bdf5ff5b 100644
--- a/data/jurisdictions/us/states/nj/people/joe-pennacchio.md
+++ b/data/jurisdictions/us/states/nj/people/joe-pennacchio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 26"
+represents: "us/states/nj/districts/senate/26"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 26 (NJ State Senate District 26).
 
+Represents [NJ State Senate District 26](/us/states/nj/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/joe-vitale.md b/data/jurisdictions/us/states/nj/people/joe-vitale.md
index da8ea14da5..96b6061201 100644
--- a/data/jurisdictions/us/states/nj/people/joe-vitale.md
+++ b/data/jurisdictions/us/states/nj/people/joe-vitale.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 19"
+represents: "us/states/nj/districts/senate/19"
 tenure:
   start: "1998-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 19 (NJ State Senate District 19).
 
+Represents [NJ State Senate District 19](/us/states/nj/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/john-azzariti.md b/data/jurisdictions/us/states/nj/people/john-azzariti.md
index b8efe50716..e798e63f5b 100644
--- a/data/jurisdictions/us/states/nj/people/john-azzariti.md
+++ b/data/jurisdictions/us/states/nj/people/john-azzariti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 39"
+represents: "us/states/nj/districts/house/39"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 39 (NJ State House of Representatives District 39).
 
+Represents [NJ State House of Representatives District 39](/us/states/nj/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/john-burzichelli.md b/data/jurisdictions/us/states/nj/people/john-burzichelli.md
index aa6c1290bb..64d104b5f7 100644
--- a/data/jurisdictions/us/states/nj/people/john-burzichelli.md
+++ b/data/jurisdictions/us/states/nj/people/john-burzichelli.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 3"
+represents: "us/states/nj/districts/senate/3"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 3 (NJ State Senate District 3).
 
+Represents [NJ State Senate District 3](/us/states/nj/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/john-dimaio.md b/data/jurisdictions/us/states/nj/people/john-dimaio.md
index 8cbba24d8f..37c9508db8 100644
--- a/data/jurisdictions/us/states/nj/people/john-dimaio.md
+++ b/data/jurisdictions/us/states/nj/people/john-dimaio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 23"
+represents: "us/states/nj/districts/house/23"
 tenure:
   start: "2009-03-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 23 (NJ State House of Representatives District 23).
 
+Represents [NJ State House of Representatives District 23](/us/states/nj/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/john-mckeon.md b/data/jurisdictions/us/states/nj/people/john-mckeon.md
index 098f34bf60..8352e5b54c 100644
--- a/data/jurisdictions/us/states/nj/people/john-mckeon.md
+++ b/data/jurisdictions/us/states/nj/people/john-mckeon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 27"
+represents: "us/states/nj/districts/senate/27"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 27 (NJ State Senate District 27).
 
+Represents [NJ State Senate District 27](/us/states/nj/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/jon-bramnick.md b/data/jurisdictions/us/states/nj/people/jon-bramnick.md
index 579ae55b13..5af34cfdc6 100644
--- a/data/jurisdictions/us/states/nj/people/jon-bramnick.md
+++ b/data/jurisdictions/us/states/nj/people/jon-bramnick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 21"
+represents: "us/states/nj/districts/senate/21"
 tenure:
   start: "2022-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 21 (NJ State Senate District 21).
 
+Represents [NJ State Senate District 21](/us/states/nj/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/katie-brennan.md b/data/jurisdictions/us/states/nj/people/katie-brennan.md
index 73fa7b385f..00c869122b 100644
--- a/data/jurisdictions/us/states/nj/people/katie-brennan.md
+++ b/data/jurisdictions/us/states/nj/people/katie-brennan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 32"
+represents: "us/states/nj/districts/house/32"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 32 (NJ State House of Representatives District 32).
 
+Represents [NJ State House of Representatives District 32](/us/states/nj/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/kenyatta-stewart.md b/data/jurisdictions/us/states/nj/people/kenyatta-stewart.md
index 9ec94579c4..4f99178b73 100644
--- a/data/jurisdictions/us/states/nj/people/kenyatta-stewart.md
+++ b/data/jurisdictions/us/states/nj/people/kenyatta-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 35"
+represents: "us/states/nj/districts/house/35"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 35 (NJ State House of Representatives District 35).
 
+Represents [NJ State House of Representatives District 35](/us/states/nj/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/kevin-egan.md b/data/jurisdictions/us/states/nj/people/kevin-egan.md
index c0a3f731be..89849bc824 100644
--- a/data/jurisdictions/us/states/nj/people/kevin-egan.md
+++ b/data/jurisdictions/us/states/nj/people/kevin-egan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 17"
+represents: "us/states/nj/districts/house/17"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 17 (NJ State House of Representatives District 17).
 
+Represents [NJ State House of Representatives District 17](/us/states/nj/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/kristin-corrado.md b/data/jurisdictions/us/states/nj/people/kristin-corrado.md
index d30f204d51..f3cfbdc808 100644
--- a/data/jurisdictions/us/states/nj/people/kristin-corrado.md
+++ b/data/jurisdictions/us/states/nj/people/kristin-corrado.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 40"
+represents: "us/states/nj/districts/senate/40"
 tenure:
   start: "2017-10-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 40 (NJ State Senate District 40).
 
+Represents [NJ State Senate District 40](/us/states/nj/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/larry-wainstein.md b/data/jurisdictions/us/states/nj/people/larry-wainstein.md
index 54ff76d73e..f5016f3399 100644
--- a/data/jurisdictions/us/states/nj/people/larry-wainstein.md
+++ b/data/jurisdictions/us/states/nj/people/larry-wainstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 33"
+represents: "us/states/nj/districts/house/33"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 33 (NJ State House of Representatives District 33).
 
+Represents [NJ State House of Representatives District 33](/us/states/nj/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/latham-tiver.md b/data/jurisdictions/us/states/nj/people/latham-tiver.md
index b82dd122b9..bf78ef3139 100644
--- a/data/jurisdictions/us/states/nj/people/latham-tiver.md
+++ b/data/jurisdictions/us/states/nj/people/latham-tiver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 8"
+represents: "us/states/nj/districts/senate/8"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 8 (NJ State Senate District 8).
 
+Represents [NJ State Senate District 8](/us/states/nj/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/linda-carter.md b/data/jurisdictions/us/states/nj/people/linda-carter.md
index 97ffe2d6e3..b368e03b78 100644
--- a/data/jurisdictions/us/states/nj/people/linda-carter.md
+++ b/data/jurisdictions/us/states/nj/people/linda-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 22"
+represents: "us/states/nj/districts/house/22"
 tenure:
   start: "2018-05-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 22 (NJ State House of Representatives District 22).
 
+Represents [NJ State House of Representatives District 22](/us/states/nj/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/linda-greenstein.md b/data/jurisdictions/us/states/nj/people/linda-greenstein.md
index 7929744897..815605dce9 100644
--- a/data/jurisdictions/us/states/nj/people/linda-greenstein.md
+++ b/data/jurisdictions/us/states/nj/people/linda-greenstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 14"
+represents: "us/states/nj/districts/senate/14"
 tenure:
   start: "2010-12-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 14 (NJ State Senate District 14).
 
+Represents [NJ State Senate District 14](/us/states/nj/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/lisa-swain.md b/data/jurisdictions/us/states/nj/people/lisa-swain.md
index 11bb10916b..a45a0ccc53 100644
--- a/data/jurisdictions/us/states/nj/people/lisa-swain.md
+++ b/data/jurisdictions/us/states/nj/people/lisa-swain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 38"
+represents: "us/states/nj/districts/house/38"
 tenure:
   start: "2018-05-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 38 (NJ State House of Representatives District 38).
 
+Represents [NJ State House of Representatives District 38](/us/states/nj/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/lou-greenwald.md b/data/jurisdictions/us/states/nj/people/lou-greenwald.md
index c97dd40bd3..5eccb50ff1 100644
--- a/data/jurisdictions/us/states/nj/people/lou-greenwald.md
+++ b/data/jurisdictions/us/states/nj/people/lou-greenwald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 6"
+represents: "us/states/nj/districts/house/6"
 tenure:
   start: "1996-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 6 (NJ State House of Representatives District 6).
 
+Represents [NJ State House of Representatives District 6](/us/states/nj/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/luanne-peterpaul.md b/data/jurisdictions/us/states/nj/people/luanne-peterpaul.md
index 279564aa2f..ac21bd6373 100644
--- a/data/jurisdictions/us/states/nj/people/luanne-peterpaul.md
+++ b/data/jurisdictions/us/states/nj/people/luanne-peterpaul.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 11"
+represents: "us/states/nj/districts/house/11"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 11 (NJ State House of Representatives District 11).
 
+Represents [NJ State House of Representatives District 11](/us/states/nj/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/margie-donlon.md b/data/jurisdictions/us/states/nj/people/margie-donlon.md
index e4dcdc1589..e1b1b4897b 100644
--- a/data/jurisdictions/us/states/nj/people/margie-donlon.md
+++ b/data/jurisdictions/us/states/nj/people/margie-donlon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 11"
+represents: "us/states/nj/districts/house/11"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 11 (NJ State House of Representatives District 11).
 
+Represents [NJ State House of Representatives District 11](/us/states/nj/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/marisa-sweeney.md b/data/jurisdictions/us/states/nj/people/marisa-sweeney.md
index ea03dcaea7..56c4883a2b 100644
--- a/data/jurisdictions/us/states/nj/people/marisa-sweeney.md
+++ b/data/jurisdictions/us/states/nj/people/marisa-sweeney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 25"
+represents: "us/states/nj/districts/house/25"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 25 (NJ State House of Representatives District 25).
 
+Represents [NJ State House of Representatives District 25](/us/states/nj/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/maureen-rowan.md b/data/jurisdictions/us/states/nj/people/maureen-rowan.md
index 4c5c738876..330e9634c8 100644
--- a/data/jurisdictions/us/states/nj/people/maureen-rowan.md
+++ b/data/jurisdictions/us/states/nj/people/maureen-rowan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 2"
+represents: "us/states/nj/districts/house/2"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 2 (NJ State House of Representatives District 2).
 
+Represents [NJ State House of Representatives District 2](/us/states/nj/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/melinda-kane.md b/data/jurisdictions/us/states/nj/people/melinda-kane.md
index a102f14e13..e2f40e25f9 100644
--- a/data/jurisdictions/us/states/nj/people/melinda-kane.md
+++ b/data/jurisdictions/us/states/nj/people/melinda-kane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 6"
+represents: "us/states/nj/districts/house/6"
 tenure:
   start: "2025-01-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 6 (NJ State House of Representatives District 6).
 
+Represents [NJ State House of Representatives District 6](/us/states/nj/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/mike-inganamort.md b/data/jurisdictions/us/states/nj/people/mike-inganamort.md
index eadf1c284b..26e883c46e 100644
--- a/data/jurisdictions/us/states/nj/people/mike-inganamort.md
+++ b/data/jurisdictions/us/states/nj/people/mike-inganamort.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 24"
+represents: "us/states/nj/districts/house/24"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 24 (NJ State House of Representatives District 24).
 
+Represents [NJ State House of Representatives District 24](/us/states/nj/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/mike-testa.md b/data/jurisdictions/us/states/nj/people/mike-testa.md
index 231722b0d9..836f68f390 100644
--- a/data/jurisdictions/us/states/nj/people/mike-testa.md
+++ b/data/jurisdictions/us/states/nj/people/mike-testa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 1"
+represents: "us/states/nj/districts/senate/1"
 tenure:
   start: "2019-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 1 (NJ State Senate District 1).
 
+Represents [NJ State Senate District 1](/us/states/nj/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/mike-venezia.md b/data/jurisdictions/us/states/nj/people/mike-venezia.md
index b14bc17869..dc5b67509e 100644
--- a/data/jurisdictions/us/states/nj/people/mike-venezia.md
+++ b/data/jurisdictions/us/states/nj/people/mike-venezia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 34"
+represents: "us/states/nj/districts/house/34"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 34 (NJ State House of Representatives District 34).
 
+Represents [NJ State House of Representatives District 34](/us/states/nj/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/mitchelle-drulis.md b/data/jurisdictions/us/states/nj/people/mitchelle-drulis.md
index 3f42218e75..31f26917cd 100644
--- a/data/jurisdictions/us/states/nj/people/mitchelle-drulis.md
+++ b/data/jurisdictions/us/states/nj/people/mitchelle-drulis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 16"
+represents: "us/states/nj/districts/house/16"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 16 (NJ State House of Representatives District 16).
 
+Represents [NJ State House of Representatives District 16](/us/states/nj/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/nick-scutari.md b/data/jurisdictions/us/states/nj/people/nick-scutari.md
index 82869fbb53..4ff879a163 100644
--- a/data/jurisdictions/us/states/nj/people/nick-scutari.md
+++ b/data/jurisdictions/us/states/nj/people/nick-scutari.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 22"
+represents: "us/states/nj/districts/senate/22"
 tenure:
   start: "2004-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 22 (NJ State Senate District 22).
 
+Represents [NJ State Senate District 22](/us/states/nj/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/nilsa-cruz-perez.md b/data/jurisdictions/us/states/nj/people/nilsa-cruz-perez.md
index 250a10de11..b604fa9b0a 100644
--- a/data/jurisdictions/us/states/nj/people/nilsa-cruz-perez.md
+++ b/data/jurisdictions/us/states/nj/people/nilsa-cruz-perez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 5"
+represents: "us/states/nj/districts/senate/5"
 tenure:
   start: "2014-12-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 5 (NJ State Senate District 5).
 
+Represents [NJ State Senate District 5](/us/states/nj/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/owen-henry.md b/data/jurisdictions/us/states/nj/people/owen-henry.md
index f8673c5aec..226dad88af 100644
--- a/data/jurisdictions/us/states/nj/people/owen-henry.md
+++ b/data/jurisdictions/us/states/nj/people/owen-henry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 12"
+represents: "us/states/nj/districts/senate/12"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 12 (NJ State Senate District 12).
 
+Represents [NJ State Senate District 12](/us/states/nj/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/parker-space.md b/data/jurisdictions/us/states/nj/people/parker-space.md
index 94d5ca7b40..5ee2b6cc33 100644
--- a/data/jurisdictions/us/states/nj/people/parker-space.md
+++ b/data/jurisdictions/us/states/nj/people/parker-space.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 24"
+represents: "us/states/nj/districts/senate/24"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 24 (NJ State Senate District 24).
 
+Represents [NJ State Senate District 24](/us/states/nj/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/patrick-diegnan.md b/data/jurisdictions/us/states/nj/people/patrick-diegnan.md
index dce127a9e2..66a367be87 100644
--- a/data/jurisdictions/us/states/nj/people/patrick-diegnan.md
+++ b/data/jurisdictions/us/states/nj/people/patrick-diegnan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 18"
+represents: "us/states/nj/districts/senate/18"
 tenure:
   start: "2016-05-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 18 (NJ State Senate District 18).
 
+Represents [NJ State Senate District 18](/us/states/nj/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/paul-kanitra.md b/data/jurisdictions/us/states/nj/people/paul-kanitra.md
index a9a754eccf..a2b1f1aef2 100644
--- a/data/jurisdictions/us/states/nj/people/paul-kanitra.md
+++ b/data/jurisdictions/us/states/nj/people/paul-kanitra.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 10"
+represents: "us/states/nj/districts/house/10"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 10 (NJ State House of Representatives District 10).
 
+Represents [NJ State House of Representatives District 10](/us/states/nj/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/paul-moriarty.md b/data/jurisdictions/us/states/nj/people/paul-moriarty.md
index 2725fadfa3..72fe72902d 100644
--- a/data/jurisdictions/us/states/nj/people/paul-moriarty.md
+++ b/data/jurisdictions/us/states/nj/people/paul-moriarty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 4"
+represents: "us/states/nj/districts/senate/4"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 4 (NJ State Senate District 4).
 
+Represents [NJ State Senate District 4](/us/states/nj/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/paul-sarlo.md b/data/jurisdictions/us/states/nj/people/paul-sarlo.md
index 48e5985bab..fd2109fca2 100644
--- a/data/jurisdictions/us/states/nj/people/paul-sarlo.md
+++ b/data/jurisdictions/us/states/nj/people/paul-sarlo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 36"
+represents: "us/states/nj/districts/senate/36"
 tenure:
   start: "2003-05-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 36 (NJ State Senate District 36).
 
+Represents [NJ State Senate District 36](/us/states/nj/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/raj-mukherji.md b/data/jurisdictions/us/states/nj/people/raj-mukherji.md
index 9daa556a53..68f0ca1ec8 100644
--- a/data/jurisdictions/us/states/nj/people/raj-mukherji.md
+++ b/data/jurisdictions/us/states/nj/people/raj-mukherji.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 32"
+represents: "us/states/nj/districts/senate/32"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 32 (NJ State Senate District 32).
 
+Represents [NJ State Senate District 32](/us/states/nj/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/ravi-bhalla.md b/data/jurisdictions/us/states/nj/people/ravi-bhalla.md
index 041adc733d..9a8bace864 100644
--- a/data/jurisdictions/us/states/nj/people/ravi-bhalla.md
+++ b/data/jurisdictions/us/states/nj/people/ravi-bhalla.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 32"
+represents: "us/states/nj/districts/house/32"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 32 (NJ State House of Representatives District 32).
 
+Represents [NJ State House of Representatives District 32](/us/states/nj/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/renee-burgess.md b/data/jurisdictions/us/states/nj/people/renee-burgess.md
index 449642c6b4..0da27a1702 100644
--- a/data/jurisdictions/us/states/nj/people/renee-burgess.md
+++ b/data/jurisdictions/us/states/nj/people/renee-burgess.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 28"
+represents: "us/states/nj/districts/senate/28"
 tenure:
   start: "2022-09-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 28 (NJ State Senate District 28).
 
+Represents [NJ State Senate District 28](/us/states/nj/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/rob-clifton.md b/data/jurisdictions/us/states/nj/people/rob-clifton.md
index c3a5fdece1..42c798e026 100644
--- a/data/jurisdictions/us/states/nj/people/rob-clifton.md
+++ b/data/jurisdictions/us/states/nj/people/rob-clifton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 12"
+represents: "us/states/nj/districts/house/12"
 tenure:
   start: "2012-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 12 (NJ State House of Representatives District 12).
 
+Represents [NJ State House of Representatives District 12](/us/states/nj/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/robert-karabinchak.md b/data/jurisdictions/us/states/nj/people/robert-karabinchak.md
index b7ad54b8b8..3c5f63f01b 100644
--- a/data/jurisdictions/us/states/nj/people/robert-karabinchak.md
+++ b/data/jurisdictions/us/states/nj/people/robert-karabinchak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 18"
+represents: "us/states/nj/districts/house/18"
 tenure:
   start: "2016-05-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 18 (NJ State House of Representatives District 18).
 
+Represents [NJ State House of Representatives District 18](/us/states/nj/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/rosy-bagolie.md b/data/jurisdictions/us/states/nj/people/rosy-bagolie.md
index 8bf4eeacc6..f119e74e71 100644
--- a/data/jurisdictions/us/states/nj/people/rosy-bagolie.md
+++ b/data/jurisdictions/us/states/nj/people/rosy-bagolie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 27"
+represents: "us/states/nj/districts/house/27"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 27 (NJ State House of Representatives District 27).
 
+Represents [NJ State House of Representatives District 27](/us/states/nj/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/roy-freiman.md b/data/jurisdictions/us/states/nj/people/roy-freiman.md
index a768f3fac9..28feafa427 100644
--- a/data/jurisdictions/us/states/nj/people/roy-freiman.md
+++ b/data/jurisdictions/us/states/nj/people/roy-freiman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 16"
+represents: "us/states/nj/districts/house/16"
 tenure:
   start: "2018-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 16 (NJ State House of Representatives District 16).
 
+Represents [NJ State House of Representatives District 16](/us/states/nj/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/sean-kean.md b/data/jurisdictions/us/states/nj/people/sean-kean.md
index ac21bfe29e..2e15a75d85 100644
--- a/data/jurisdictions/us/states/nj/people/sean-kean.md
+++ b/data/jurisdictions/us/states/nj/people/sean-kean.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 30"
+represents: "us/states/nj/districts/house/30"
 tenure:
   start: "2012-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 30 (NJ State House of Representatives District 30).
 
+Represents [NJ State House of Representatives District 30](/us/states/nj/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/shama-haider.md b/data/jurisdictions/us/states/nj/people/shama-haider.md
index 717287990c..1954086488 100644
--- a/data/jurisdictions/us/states/nj/people/shama-haider.md
+++ b/data/jurisdictions/us/states/nj/people/shama-haider.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 37"
+represents: "us/states/nj/districts/house/37"
 tenure:
   start: "2022-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 37 (NJ State House of Representatives District 37).
 
+Represents [NJ State House of Representatives District 37](/us/states/nj/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/shanique-speight.md b/data/jurisdictions/us/states/nj/people/shanique-speight.md
index 831bc21283..cecd411694 100644
--- a/data/jurisdictions/us/states/nj/people/shanique-speight.md
+++ b/data/jurisdictions/us/states/nj/people/shanique-speight.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 29"
+represents: "us/states/nj/districts/house/29"
 tenure:
   start: "2018-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 29 (NJ State House of Representatives District 29).
 
+Represents [NJ State House of Representatives District 29](/us/states/nj/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/shirley-turner.md b/data/jurisdictions/us/states/nj/people/shirley-turner.md
index 459ccb0c46..fef4bd69f7 100644
--- a/data/jurisdictions/us/states/nj/people/shirley-turner.md
+++ b/data/jurisdictions/us/states/nj/people/shirley-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 15"
+represents: "us/states/nj/districts/senate/15"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 15 (NJ State Senate District 15).
 
+Represents [NJ State Senate District 15](/us/states/nj/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/sterley-stanley.md b/data/jurisdictions/us/states/nj/people/sterley-stanley.md
index 98c43ff026..317cda3401 100644
--- a/data/jurisdictions/us/states/nj/people/sterley-stanley.md
+++ b/data/jurisdictions/us/states/nj/people/sterley-stanley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 18"
+represents: "us/states/nj/districts/house/18"
 tenure:
   start: "2021-01-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 18 (NJ State House of Representatives District 18).
 
+Represents [NJ State House of Representatives District 18](/us/states/nj/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/tennille-mccoy.md b/data/jurisdictions/us/states/nj/people/tennille-mccoy.md
index d511f05a5c..b93c85c244 100644
--- a/data/jurisdictions/us/states/nj/people/tennille-mccoy.md
+++ b/data/jurisdictions/us/states/nj/people/tennille-mccoy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 14"
+represents: "us/states/nj/districts/house/14"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 14 (NJ State House of Representatives District 14).
 
+Represents [NJ State House of Representatives District 14](/us/states/nj/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/teresa-ruiz.md b/data/jurisdictions/us/states/nj/people/teresa-ruiz.md
index 5ed32d6c0b..4f3743cdb3 100644
--- a/data/jurisdictions/us/states/nj/people/teresa-ruiz.md
+++ b/data/jurisdictions/us/states/nj/people/teresa-ruiz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 29"
+represents: "us/states/nj/districts/senate/29"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 29 (NJ State Senate District 29).
 
+Represents [NJ State Senate District 29](/us/states/nj/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/tony-bucco.md b/data/jurisdictions/us/states/nj/people/tony-bucco.md
index 0dfa53f7fc..94d31244ef 100644
--- a/data/jurisdictions/us/states/nj/people/tony-bucco.md
+++ b/data/jurisdictions/us/states/nj/people/tony-bucco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 25"
+represents: "us/states/nj/districts/senate/25"
 tenure:
   start: "2019-10-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 25 (NJ State Senate District 25).
 
+Represents [NJ State Senate District 25](/us/states/nj/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/troy-singleton.md b/data/jurisdictions/us/states/nj/people/troy-singleton.md
index bcce0c1c68..5cf5d5c0fc 100644
--- a/data/jurisdictions/us/states/nj/people/troy-singleton.md
+++ b/data/jurisdictions/us/states/nj/people/troy-singleton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 7"
+represents: "us/states/nj/districts/senate/7"
 tenure:
   start: "2018-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 7 (NJ State Senate District 7).
 
+Represents [NJ State Senate District 7](/us/states/nj/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/verlina-reynolds-jackson.md b/data/jurisdictions/us/states/nj/people/verlina-reynolds-jackson.md
index 9bc01599c8..315ebf0e50 100644
--- a/data/jurisdictions/us/states/nj/people/verlina-reynolds-jackson.md
+++ b/data/jurisdictions/us/states/nj/people/verlina-reynolds-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 15"
+represents: "us/states/nj/districts/house/15"
 tenure:
   start: "2018-02-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 15 (NJ State House of Representatives District 15).
 
+Represents [NJ State House of Representatives District 15](/us/states/nj/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/vicky-flynn.md b/data/jurisdictions/us/states/nj/people/vicky-flynn.md
index 34aa2ab948..38e99f742f 100644
--- a/data/jurisdictions/us/states/nj/people/vicky-flynn.md
+++ b/data/jurisdictions/us/states/nj/people/vicky-flynn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 13"
+represents: "us/states/nj/districts/house/13"
 tenure:
   start: "2022-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 13 (NJ State House of Representatives District 13).
 
+Represents [NJ State House of Representatives District 13](/us/states/nj/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/vin-gopal.md b/data/jurisdictions/us/states/nj/people/vin-gopal.md
index 83f374c24d..bd72ebbb9a 100644
--- a/data/jurisdictions/us/states/nj/people/vin-gopal.md
+++ b/data/jurisdictions/us/states/nj/people/vin-gopal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 11"
+represents: "us/states/nj/districts/senate/11"
 tenure:
   start: "2018-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 11 (NJ State Senate District 11).
 
+Represents [NJ State Senate District 11](/us/states/nj/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/vince-polistina.md b/data/jurisdictions/us/states/nj/people/vince-polistina.md
index 5444a4f021..83274f3e8e 100644
--- a/data/jurisdictions/us/states/nj/people/vince-polistina.md
+++ b/data/jurisdictions/us/states/nj/people/vince-polistina.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State Senate District 2"
+represents: "us/states/nj/districts/senate/2"
 tenure:
   start: "2021-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ Senate District 2 (NJ State Senate District 2).
 
+Represents [NJ State Senate District 2](/us/states/nj/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/vinnie-kearney.md b/data/jurisdictions/us/states/nj/people/vinnie-kearney.md
index 4af79b9ae8..5bd1a72dd8 100644
--- a/data/jurisdictions/us/states/nj/people/vinnie-kearney.md
+++ b/data/jurisdictions/us/states/nj/people/vinnie-kearney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 21"
+represents: "us/states/nj/districts/house/21"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 21 (NJ State House of Representatives District 21).
 
+Represents [NJ State House of Representatives District 21](/us/states/nj/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/wayne-deangelo.md b/data/jurisdictions/us/states/nj/people/wayne-deangelo.md
index bb1b113eb7..1b3a108976 100644
--- a/data/jurisdictions/us/states/nj/people/wayne-deangelo.md
+++ b/data/jurisdictions/us/states/nj/people/wayne-deangelo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 14"
+represents: "us/states/nj/districts/house/14"
 tenure:
   start: "2008-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 14 (NJ State House of Representatives District 14).
 
+Represents [NJ State House of Representatives District 14](/us/states/nj/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/will-sampson.md b/data/jurisdictions/us/states/nj/people/will-sampson.md
index 935f34ef7c..7383c6d998 100644
--- a/data/jurisdictions/us/states/nj/people/will-sampson.md
+++ b/data/jurisdictions/us/states/nj/people/will-sampson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 31"
+represents: "us/states/nj/districts/house/31"
 tenure:
   start: "2022-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 31 (NJ State House of Representatives District 31).
 
+Represents [NJ State House of Representatives District 31](/us/states/nj/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nj/people/yvonne-lopez.md b/data/jurisdictions/us/states/nj/people/yvonne-lopez.md
index 7ecae20fa7..1c6cf40c71 100644
--- a/data/jurisdictions/us/states/nj/people/yvonne-lopez.md
+++ b/data/jurisdictions/us/states/nj/people/yvonne-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NJ"
 district: "NJ State House of Representatives District 19"
+represents: "us/states/nj/districts/house/19"
 tenure:
   start: "2018-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NJ House District 19 (NJ State House of Representatives District 19).
 
+Represents [NJ State House of Representatives District 19](/us/states/nj/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/counties/bernalillo/index.md b/data/jurisdictions/us/states/nm/counties/bernalillo/index.md
index c526be50aa..6f65027b10 100644
--- a/data/jurisdictions/us/states/nm/counties/bernalillo/index.md
+++ b/data/jurisdictions/us/states/nm/counties/bernalillo/index.md
@@ -22,9 +22,126 @@ demographics:
   race_native: 33985
   hispanic: 330770
   bachelors_plus: 265662
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.5453
+  - to: "us/states/nm/districts/01"
+    rel: in-district
+    area_weight: 0.4547
+  - to: "us/states/nm/districts/senate/19"
+    rel: in-district
+    area_weight: 0.2521
+  - to: "us/states/nm/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1988
+  - to: "us/states/nm/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1734
+  - to: "us/states/nm/districts/senate/23"
+    rel: in-district
+    area_weight: 0.1258
+  - to: "us/states/nm/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0855
+  - to: "us/states/nm/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0336
+  - to: "us/states/nm/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0255
+  - to: "us/states/nm/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0253
+  - to: "us/states/nm/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0168
+  - to: "us/states/nm/districts/senate/21"
+    rel: in-district
+    area_weight: 0.014
+  - to: "us/states/nm/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0097
+  - to: "us/states/nm/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0094
+  - to: "us/states/nm/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/nm/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0081
+  - to: "us/states/nm/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0067
+  - to: "us/states/nm/districts/house/69"
+    rel: in-district
+    area_weight: 0.3099
+  - to: "us/states/nm/districts/house/22"
+    rel: in-district
+    area_weight: 0.2493
+  - to: "us/states/nm/districts/house/29"
+    rel: in-district
+    area_weight: 0.1204
+  - to: "us/states/nm/districts/house/10"
+    rel: in-district
+    area_weight: 0.1128
+  - to: "us/states/nm/districts/house/26"
+    rel: in-district
+    area_weight: 0.0607
+  - to: "us/states/nm/districts/house/20"
+    rel: in-district
+    area_weight: 0.0169
+  - to: "us/states/nm/districts/house/31"
+    rel: in-district
+    area_weight: 0.0163
+  - to: "us/states/nm/districts/house/15"
+    rel: in-district
+    area_weight: 0.0153
+  - to: "us/states/nm/districts/house/11"
+    rel: in-district
+    area_weight: 0.0103
+  - to: "us/states/nm/districts/house/12"
+    rel: in-district
+    area_weight: 0.0084
+  - to: "us/states/nm/districts/house/17"
+    rel: in-district
+    area_weight: 0.0079
+  - to: "us/states/nm/districts/house/68"
+    rel: in-district
+    area_weight: 0.0076
+  - to: "us/states/nm/districts/house/14"
+    rel: in-district
+    area_weight: 0.007
+  - to: "us/states/nm/districts/house/16"
+    rel: in-district
+    area_weight: 0.0063
+  - to: "us/states/nm/districts/house/18"
+    rel: in-district
+    area_weight: 0.0061
+  - to: "us/states/nm/districts/house/44"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/nm/districts/house/25"
+    rel: in-district
+    area_weight: 0.0056
+  - to: "us/states/nm/districts/house/28"
+    rel: in-district
+    area_weight: 0.0056
+  - to: "us/states/nm/districts/house/27"
+    rel: in-district
+    area_weight: 0.0055
+  - to: "us/states/nm/districts/house/24"
+    rel: in-district
+    area_weight: 0.0052
+  - to: "us/states/nm/districts/house/21"
+    rel: in-district
+    area_weight: 0.005
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +173,48 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 330770 |
 | Bachelor's or higher | 265662 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 55% (congressional)
+- [NM-01](/us/states/nm/districts/01.md) — 45% (congressional)
+- [NM Senate District 19](/us/states/nm/districts/senate/19.md) — 25% (state senate)
+- [NM Senate District 30](/us/states/nm/districts/senate/30.md) — 20% (state senate)
+- [NM Senate District 22](/us/states/nm/districts/senate/22.md) — 17% (state senate)
+- [NM Senate District 23](/us/states/nm/districts/senate/23.md) — 13% (state senate)
+- [NM Senate District 14](/us/states/nm/districts/senate/14.md) — 9% (state senate)
+- [NM Senate District 16](/us/states/nm/districts/senate/16.md) — 3% (state senate)
+- [NM Senate District 20](/us/states/nm/districts/senate/20.md) — 3% (state senate)
+- [NM Senate District 10](/us/states/nm/districts/senate/10.md) — 3% (state senate)
+- [NM Senate District 13](/us/states/nm/districts/senate/13.md) — 2% (state senate)
+- [NM Senate District 21](/us/states/nm/districts/senate/21.md) — 1% (state senate)
+- [NM Senate District 15](/us/states/nm/districts/senate/15.md) — 1% (state senate)
+- [NM Senate District 26](/us/states/nm/districts/senate/26.md) — 1% (state senate)
+- [NM Senate District 11](/us/states/nm/districts/senate/11.md) — 1% (state senate)
+- [NM Senate District 18](/us/states/nm/districts/senate/18.md) — 1% (state senate)
+- [NM Senate District 17](/us/states/nm/districts/senate/17.md) — 1% (state senate)
+- [NM House District 69](/us/states/nm/districts/house/69.md) — 31% (state house)
+- [NM House District 22](/us/states/nm/districts/house/22.md) — 25% (state house)
+- [NM House District 29](/us/states/nm/districts/house/29.md) — 12% (state house)
+- [NM House District 10](/us/states/nm/districts/house/10.md) — 11% (state house)
+- [NM House District 26](/us/states/nm/districts/house/26.md) — 6% (state house)
+- [NM House District 20](/us/states/nm/districts/house/20.md) — 2% (state house)
+- [NM House District 31](/us/states/nm/districts/house/31.md) — 2% (state house)
+- [NM House District 15](/us/states/nm/districts/house/15.md) — 2% (state house)
+- [NM House District 11](/us/states/nm/districts/house/11.md) — 1% (state house)
+- [NM House District 12](/us/states/nm/districts/house/12.md) — 1% (state house)
+- [NM House District 17](/us/states/nm/districts/house/17.md) — 1% (state house)
+- [NM House District 68](/us/states/nm/districts/house/68.md) — 1% (state house)
+- [NM House District 14](/us/states/nm/districts/house/14.md) — 1% (state house)
+- [NM House District 16](/us/states/nm/districts/house/16.md) — 1% (state house)
+- [NM House District 18](/us/states/nm/districts/house/18.md) — 1% (state house)
+- [NM House District 44](/us/states/nm/districts/house/44.md) — 1% (state house)
+- [NM House District 25](/us/states/nm/districts/house/25.md) — 1% (state house)
+- [NM House District 28](/us/states/nm/districts/house/28.md) — 1% (state house)
+- [NM House District 27](/us/states/nm/districts/house/27.md) — 1% (state house)
+- [NM House District 24](/us/states/nm/districts/house/24.md) — 1% (state house)
+- [NM House District 21](/us/states/nm/districts/house/21.md) — 0% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/catron/index.md b/data/jurisdictions/us/states/nm/counties/catron/index.md
index 9d0d32c67a..4a19f2c8ee 100644
--- a/data/jurisdictions/us/states/nm/counties/catron/index.md
+++ b/data/jurisdictions/us/states/nm/counties/catron/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 142
   hispanic: 588
   bachelors_plus: 1430
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nm/districts/house/49"
+    rel: in-district
+    area_weight: 0.8835
+  - to: "us/states/nm/districts/house/39"
+    rel: in-district
+    area_weight: 0.1163
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 588 |
 | Bachelor's or higher | 1430 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 100% (congressional)
+- [NM Senate District 35](/us/states/nm/districts/senate/35.md) — 100% (state senate)
+- [NM House District 49](/us/states/nm/districts/house/49.md) — 88% (state house)
+- [NM House District 39](/us/states/nm/districts/house/39.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/chaves/index.md b/data/jurisdictions/us/states/nm/counties/chaves/index.md
index e0e997e332..8cead74e15 100644
--- a/data/jurisdictions/us/states/nm/counties/chaves/index.md
+++ b/data/jurisdictions/us/states/nm/counties/chaves/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 1233
   hispanic: 37529
   bachelors_plus: 10555
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.4537
+  - to: "us/states/nm/districts/01"
+    rel: in-district
+    area_weight: 0.3518
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.1945
+  - to: "us/states/nm/districts/senate/27"
+    rel: in-district
+    area_weight: 0.5169
+  - to: "us/states/nm/districts/senate/32"
+    rel: in-district
+    area_weight: 0.3267
+  - to: "us/states/nm/districts/senate/42"
+    rel: in-district
+    area_weight: 0.0897
+  - to: "us/states/nm/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0667
+  - to: "us/states/nm/districts/house/64"
+    rel: in-district
+    area_weight: 0.3283
+  - to: "us/states/nm/districts/house/66"
+    rel: in-district
+    area_weight: 0.2528
+  - to: "us/states/nm/districts/house/54"
+    rel: in-district
+    area_weight: 0.1944
+  - to: "us/states/nm/districts/house/58"
+    rel: in-district
+    area_weight: 0.1843
+  - to: "us/states/nm/districts/house/59"
+    rel: in-district
+    area_weight: 0.04
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction.
 | Hispanic/Latino | 37529 |
 | Bachelor's or higher | 10555 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 45% (congressional)
+- [NM-01](/us/states/nm/districts/01.md) — 35% (congressional)
+- [NM-02](/us/states/nm/districts/02.md) — 19% (congressional)
+- [NM Senate District 27](/us/states/nm/districts/senate/27.md) — 52% (state senate)
+- [NM Senate District 32](/us/states/nm/districts/senate/32.md) — 33% (state senate)
+- [NM Senate District 42](/us/states/nm/districts/senate/42.md) — 9% (state senate)
+- [NM Senate District 33](/us/states/nm/districts/senate/33.md) — 7% (state senate)
+- [NM House District 64](/us/states/nm/districts/house/64.md) — 33% (state house)
+- [NM House District 66](/us/states/nm/districts/house/66.md) — 25% (state house)
+- [NM House District 54](/us/states/nm/districts/house/54.md) — 19% (state house)
+- [NM House District 58](/us/states/nm/districts/house/58.md) — 18% (state house)
+- [NM House District 59](/us/states/nm/districts/house/59.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/cibola/index.md b/data/jurisdictions/us/states/nm/counties/cibola/index.md
index 3003a7bacf..1ecf1dffed 100644
--- a/data/jurisdictions/us/states/nm/counties/cibola/index.md
+++ b/data/jurisdictions/us/states/nm/counties/cibola/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 12283
   hispanic: 8826
   bachelors_plus: 4573
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/senate/30"
+    rel: in-district
+    area_weight: 0.6872
+  - to: "us/states/nm/districts/senate/4"
+    rel: in-district
+    area_weight: 0.3127
+  - to: "us/states/nm/districts/house/6"
+    rel: in-district
+    area_weight: 0.5546
+  - to: "us/states/nm/districts/house/69"
+    rel: in-district
+    area_weight: 0.4454
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 8826 |
 | Bachelor's or higher | 4573 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 100% (congressional)
+- [NM Senate District 30](/us/states/nm/districts/senate/30.md) — 69% (state senate)
+- [NM Senate District 4](/us/states/nm/districts/senate/4.md) — 31% (state senate)
+- [NM House District 6](/us/states/nm/districts/house/6.md) — 55% (state house)
+- [NM House District 69](/us/states/nm/districts/house/69.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/colfax/index.md b/data/jurisdictions/us/states/nm/counties/colfax/index.md
index 89f2d5edfb..9ebf2d4203 100644
--- a/data/jurisdictions/us/states/nm/counties/colfax/index.md
+++ b/data/jurisdictions/us/states/nm/counties/colfax/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 338
   hispanic: 5867
   bachelors_plus: 3212
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/house/40"
+    rel: in-district
+    area_weight: 0.8298
+  - to: "us/states/nm/districts/house/67"
+    rel: in-district
+    area_weight: 0.1701
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 5867 |
 | Bachelor's or higher | 3212 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 8](/us/states/nm/districts/senate/8.md) — 100% (state senate)
+- [NM House District 40](/us/states/nm/districts/house/40.md) — 83% (state house)
+- [NM House District 67](/us/states/nm/districts/house/67.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/curry/index.md b/data/jurisdictions/us/states/nm/counties/curry/index.md
index 81a46ac6e1..b35bb4de7f 100644
--- a/data/jurisdictions/us/states/nm/counties/curry/index.md
+++ b/data/jurisdictions/us/states/nm/counties/curry/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 670
   hispanic: 21886
   bachelors_plus: 9808
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/senate/7"
+    rel: in-district
+    area_weight: 0.8643
+  - to: "us/states/nm/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1357
+  - to: "us/states/nm/districts/house/67"
+    rel: in-district
+    area_weight: 0.5139
+  - to: "us/states/nm/districts/house/63"
+    rel: in-district
+    area_weight: 0.3246
+  - to: "us/states/nm/districts/house/64"
+    rel: in-district
+    area_weight: 0.1614
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 21886 |
 | Bachelor's or higher | 9808 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 7](/us/states/nm/districts/senate/7.md) — 86% (state senate)
+- [NM Senate District 27](/us/states/nm/districts/senate/27.md) — 14% (state senate)
+- [NM House District 67](/us/states/nm/districts/house/67.md) — 51% (state house)
+- [NM House District 63](/us/states/nm/districts/house/63.md) — 32% (state house)
+- [NM House District 64](/us/states/nm/districts/house/64.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/de-baca/index.md b/data/jurisdictions/us/states/nm/counties/de-baca/index.md
index c5f6019271..9671a39630 100644
--- a/data/jurisdictions/us/states/nm/counties/de-baca/index.md
+++ b/data/jurisdictions/us/states/nm/counties/de-baca/index.md
@@ -21,9 +21,21 @@ demographics:
   race_native: 0
   hispanic: 1003
   bachelors_plus: 172
+districts:
+  - to: "us/states/nm/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/house/63"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -54,6 +66,13 @@ County jurisdiction.
 | Hispanic/Latino | 1003 |
 | Bachelor's or higher | 172 |
 
+## Districts
+
+- [NM-01](/us/states/nm/districts/01.md) — 100% (congressional)
+- [NM Senate District 27](/us/states/nm/districts/senate/27.md) — 100% (state senate)
+- [NM House District 63](/us/states/nm/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/dona-ana/index.md b/data/jurisdictions/us/states/nm/counties/dona-ana/index.md
index 5f2024ccc0..551d7517cd 100644
--- a/data/jurisdictions/us/states/nm/counties/dona-ana/index.md
+++ b/data/jurisdictions/us/states/nm/counties/dona-ana/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 2749
   hispanic: 152201
   bachelors_plus: 63773
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/senate/35"
+    rel: in-district
+    area_weight: 0.4202
+  - to: "us/states/nm/districts/senate/38"
+    rel: in-district
+    area_weight: 0.3221
+  - to: "us/states/nm/districts/senate/37"
+    rel: in-district
+    area_weight: 0.1053
+  - to: "us/states/nm/districts/senate/36"
+    rel: in-district
+    area_weight: 0.1014
+  - to: "us/states/nm/districts/senate/31"
+    rel: in-district
+    area_weight: 0.051
+  - to: "us/states/nm/districts/house/38"
+    rel: in-district
+    area_weight: 0.3144
+  - to: "us/states/nm/districts/house/34"
+    rel: in-district
+    area_weight: 0.2808
+  - to: "us/states/nm/districts/house/36"
+    rel: in-district
+    area_weight: 0.1175
+  - to: "us/states/nm/districts/house/53"
+    rel: in-district
+    area_weight: 0.1132
+  - to: "us/states/nm/districts/house/32"
+    rel: in-district
+    area_weight: 0.0844
+  - to: "us/states/nm/districts/house/33"
+    rel: in-district
+    area_weight: 0.0473
+  - to: "us/states/nm/districts/house/52"
+    rel: in-district
+    area_weight: 0.0363
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 152201 |
 | Bachelor's or higher | 63773 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 100% (congressional)
+- [NM Senate District 35](/us/states/nm/districts/senate/35.md) — 42% (state senate)
+- [NM Senate District 38](/us/states/nm/districts/senate/38.md) — 32% (state senate)
+- [NM Senate District 37](/us/states/nm/districts/senate/37.md) — 11% (state senate)
+- [NM Senate District 36](/us/states/nm/districts/senate/36.md) — 10% (state senate)
+- [NM Senate District 31](/us/states/nm/districts/senate/31.md) — 5% (state senate)
+- [NM House District 38](/us/states/nm/districts/house/38.md) — 31% (state house)
+- [NM House District 34](/us/states/nm/districts/house/34.md) — 28% (state house)
+- [NM House District 36](/us/states/nm/districts/house/36.md) — 12% (state house)
+- [NM House District 53](/us/states/nm/districts/house/53.md) — 11% (state house)
+- [NM House District 32](/us/states/nm/districts/house/32.md) — 8% (state house)
+- [NM House District 33](/us/states/nm/districts/house/33.md) — 5% (state house)
+- [NM House District 52](/us/states/nm/districts/house/52.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/eddy/index.md b/data/jurisdictions/us/states/nm/counties/eddy/index.md
index e5123dcc0b..756cd0d3be 100644
--- a/data/jurisdictions/us/states/nm/counties/eddy/index.md
+++ b/data/jurisdictions/us/states/nm/counties/eddy/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 986
   hispanic: 31515
   bachelors_plus: 10823
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.9211
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.0787
+  - to: "us/states/nm/districts/senate/34"
+    rel: in-district
+    area_weight: 0.4535
+  - to: "us/states/nm/districts/senate/42"
+    rel: in-district
+    area_weight: 0.305
+  - to: "us/states/nm/districts/senate/41"
+    rel: in-district
+    area_weight: 0.1839
+  - to: "us/states/nm/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0576
+  - to: "us/states/nm/districts/house/66"
+    rel: in-district
+    area_weight: 0.3391
+  - to: "us/states/nm/districts/house/54"
+    rel: in-district
+    area_weight: 0.3308
+  - to: "us/states/nm/districts/house/55"
+    rel: in-district
+    area_weight: 0.3301
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 31515 |
 | Bachelor's or higher | 10823 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 92% (congressional)
+- [NM-03](/us/states/nm/districts/03.md) — 8% (congressional)
+- [NM Senate District 34](/us/states/nm/districts/senate/34.md) — 45% (state senate)
+- [NM Senate District 42](/us/states/nm/districts/senate/42.md) — 30% (state senate)
+- [NM Senate District 41](/us/states/nm/districts/senate/41.md) — 18% (state senate)
+- [NM Senate District 32](/us/states/nm/districts/senate/32.md) — 6% (state senate)
+- [NM House District 66](/us/states/nm/districts/house/66.md) — 34% (state house)
+- [NM House District 54](/us/states/nm/districts/house/54.md) — 33% (state house)
+- [NM House District 55](/us/states/nm/districts/house/55.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/grant/index.md b/data/jurisdictions/us/states/nm/counties/grant/index.md
index 7fe7be3b49..88186ccf64 100644
--- a/data/jurisdictions/us/states/nm/counties/grant/index.md
+++ b/data/jurisdictions/us/states/nm/counties/grant/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 491
   hispanic: 13288
   bachelors_plus: 9202
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/senate/35"
+    rel: in-district
+    area_weight: 0.6093
+  - to: "us/states/nm/districts/senate/28"
+    rel: in-district
+    area_weight: 0.3905
+  - to: "us/states/nm/districts/house/39"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 13288 |
 | Bachelor's or higher | 9202 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 100% (congressional)
+- [NM Senate District 35](/us/states/nm/districts/senate/35.md) — 61% (state senate)
+- [NM Senate District 28](/us/states/nm/districts/senate/28.md) — 39% (state senate)
+- [NM House District 39](/us/states/nm/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/guadalupe/index.md b/data/jurisdictions/us/states/nm/counties/guadalupe/index.md
index 9e4ea134f1..10ca2e514e 100644
--- a/data/jurisdictions/us/states/nm/counties/guadalupe/index.md
+++ b/data/jurisdictions/us/states/nm/counties/guadalupe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 166
   hispanic: 3355
   bachelors_plus: 630
+districts:
+  - to: "us/states/nm/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nm/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/house/63"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3355 |
 | Bachelor's or higher | 630 |
 
+## Districts
+
+- [NM-01](/us/states/nm/districts/01.md) — 100% (congressional)
+- [NM Senate District 8](/us/states/nm/districts/senate/8.md) — 100% (state senate)
+- [NM House District 63](/us/states/nm/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/harding/index.md b/data/jurisdictions/us/states/nm/counties/harding/index.md
index b2b5709190..73ed47bdc0 100644
--- a/data/jurisdictions/us/states/nm/counties/harding/index.md
+++ b/data/jurisdictions/us/states/nm/counties/harding/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1
   hispanic: 270
   bachelors_plus: 241
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9596
+  - to: "us/states/nm/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0404
+  - to: "us/states/nm/districts/house/67"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 270 |
 | Bachelor's or higher | 241 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 8](/us/states/nm/districts/senate/8.md) — 96% (state senate)
+- [NM Senate District 7](/us/states/nm/districts/senate/7.md) — 4% (state senate)
+- [NM House District 67](/us/states/nm/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/hidalgo/index.md b/data/jurisdictions/us/states/nm/counties/hidalgo/index.md
index 913f14da46..35b1c639ba 100644
--- a/data/jurisdictions/us/states/nm/counties/hidalgo/index.md
+++ b/data/jurisdictions/us/states/nm/counties/hidalgo/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 16
   hispanic: 2303
   bachelors_plus: 701
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/nm/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9548
+  - to: "us/states/nm/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0446
+  - to: "us/states/nm/districts/house/32"
+    rel: in-district
+    area_weight: 0.9547
+  - to: "us/states/nm/districts/house/39"
+    rel: in-district
+    area_weight: 0.0447
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2303 |
 | Bachelor's or higher | 701 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 100% (congressional)
+- [NM Senate District 28](/us/states/nm/districts/senate/28.md) — 95% (state senate)
+- [NM Senate District 35](/us/states/nm/districts/senate/35.md) — 4% (state senate)
+- [NM House District 32](/us/states/nm/districts/house/32.md) — 95% (state house)
+- [NM House District 39](/us/states/nm/districts/house/39.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/lea/index.md b/data/jurisdictions/us/states/nm/counties/lea/index.md
index 0a9943abcd..872738273f 100644
--- a/data/jurisdictions/us/states/nm/counties/lea/index.md
+++ b/data/jurisdictions/us/states/nm/counties/lea/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 687
   hispanic: 46266
   bachelors_plus: 10121
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.5346
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.4653
+  - to: "us/states/nm/districts/senate/41"
+    rel: in-district
+    area_weight: 0.5444
+  - to: "us/states/nm/districts/senate/27"
+    rel: in-district
+    area_weight: 0.272
+  - to: "us/states/nm/districts/senate/42"
+    rel: in-district
+    area_weight: 0.1835
+  - to: "us/states/nm/districts/house/66"
+    rel: in-district
+    area_weight: 0.4043
+  - to: "us/states/nm/districts/house/55"
+    rel: in-district
+    area_weight: 0.3188
+  - to: "us/states/nm/districts/house/61"
+    rel: in-district
+    area_weight: 0.2255
+  - to: "us/states/nm/districts/house/62"
+    rel: in-district
+    area_weight: 0.0513
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 46266 |
 | Bachelor's or higher | 10121 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 53% (congressional)
+- [NM-02](/us/states/nm/districts/02.md) — 47% (congressional)
+- [NM Senate District 41](/us/states/nm/districts/senate/41.md) — 54% (state senate)
+- [NM Senate District 27](/us/states/nm/districts/senate/27.md) — 27% (state senate)
+- [NM Senate District 42](/us/states/nm/districts/senate/42.md) — 18% (state senate)
+- [NM House District 66](/us/states/nm/districts/house/66.md) — 40% (state house)
+- [NM House District 55](/us/states/nm/districts/house/55.md) — 32% (state house)
+- [NM House District 61](/us/states/nm/districts/house/61.md) — 23% (state house)
+- [NM House District 62](/us/states/nm/districts/house/62.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/lincoln/index.md b/data/jurisdictions/us/states/nm/counties/lincoln/index.md
index 9d39fcb921..5ae759468d 100644
--- a/data/jurisdictions/us/states/nm/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/nm/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 755
   hispanic: 6664
   bachelors_plus: 7241
+districts:
+  - to: "us/states/nm/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/nm/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nm/districts/house/56"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6664 |
 | Bachelor's or higher | 7241 |
 
+## Districts
+
+- [NM-01](/us/states/nm/districts/01.md) — 100% (congressional)
+- [NM Senate District 33](/us/states/nm/districts/senate/33.md) — 100% (state senate)
+- [NM House District 56](/us/states/nm/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/los-alamos/index.md b/data/jurisdictions/us/states/nm/counties/los-alamos/index.md
index a4cae943bd..b4356c44e8 100644
--- a/data/jurisdictions/us/states/nm/counties/los-alamos/index.md
+++ b/data/jurisdictions/us/states/nm/counties/los-alamos/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 253
   hispanic: 3501
   bachelors_plus: 15994
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/senate/5"
+    rel: in-district
+    area_weight: 0.5712
+  - to: "us/states/nm/districts/senate/6"
+    rel: in-district
+    area_weight: 0.4283
+  - to: "us/states/nm/districts/house/43"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3501 |
 | Bachelor's or higher | 15994 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 5](/us/states/nm/districts/senate/5.md) — 57% (state senate)
+- [NM Senate District 6](/us/states/nm/districts/senate/6.md) — 43% (state senate)
+- [NM House District 43](/us/states/nm/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/luna/index.md b/data/jurisdictions/us/states/nm/counties/luna/index.md
index fc0be7d764..69d2e9199e 100644
--- a/data/jurisdictions/us/states/nm/counties/luna/index.md
+++ b/data/jurisdictions/us/states/nm/counties/luna/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 342
   hispanic: 17178
   bachelors_plus: 3244
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/senate/28"
+    rel: in-district
+    area_weight: 0.7165
+  - to: "us/states/nm/districts/senate/35"
+    rel: in-district
+    area_weight: 0.2833
+  - to: "us/states/nm/districts/house/32"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 17178 |
 | Bachelor's or higher | 3244 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 100% (congressional)
+- [NM Senate District 28](/us/states/nm/districts/senate/28.md) — 72% (state senate)
+- [NM Senate District 35](/us/states/nm/districts/senate/35.md) — 28% (state senate)
+- [NM House District 32](/us/states/nm/districts/house/32.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/mckinley/index.md b/data/jurisdictions/us/states/nm/counties/mckinley/index.md
index 0a6b40857f..61cd7dc403 100644
--- a/data/jurisdictions/us/states/nm/counties/mckinley/index.md
+++ b/data/jurisdictions/us/states/nm/counties/mckinley/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 54775
   hispanic: 8585
   bachelors_plus: 8360
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.9209
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.079
+  - to: "us/states/nm/districts/senate/22"
+    rel: in-district
+    area_weight: 0.4918
+  - to: "us/states/nm/districts/senate/4"
+    rel: in-district
+    area_weight: 0.2898
+  - to: "us/states/nm/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1572
+  - to: "us/states/nm/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0612
+  - to: "us/states/nm/districts/house/69"
+    rel: in-district
+    area_weight: 0.3573
+  - to: "us/states/nm/districts/house/6"
+    rel: in-district
+    area_weight: 0.2659
+  - to: "us/states/nm/districts/house/5"
+    rel: in-district
+    area_weight: 0.2359
+  - to: "us/states/nm/districts/house/9"
+    rel: in-district
+    area_weight: 0.1407
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 8585 |
 | Bachelor's or higher | 8360 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 92% (congressional)
+- [NM-02](/us/states/nm/districts/02.md) — 8% (congressional)
+- [NM Senate District 22](/us/states/nm/districts/senate/22.md) — 49% (state senate)
+- [NM Senate District 4](/us/states/nm/districts/senate/4.md) — 29% (state senate)
+- [NM Senate District 3](/us/states/nm/districts/senate/3.md) — 16% (state senate)
+- [NM Senate District 30](/us/states/nm/districts/senate/30.md) — 6% (state senate)
+- [NM House District 69](/us/states/nm/districts/house/69.md) — 36% (state house)
+- [NM House District 6](/us/states/nm/districts/house/6.md) — 27% (state house)
+- [NM House District 5](/us/states/nm/districts/house/5.md) — 24% (state house)
+- [NM House District 9](/us/states/nm/districts/house/9.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/mora/index.md b/data/jurisdictions/us/states/nm/counties/mora/index.md
index 1d38d1774b..33e3b6240c 100644
--- a/data/jurisdictions/us/states/nm/counties/mora/index.md
+++ b/data/jurisdictions/us/states/nm/counties/mora/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 99
   hispanic: 3049
   bachelors_plus: 1881
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/senate/8"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/house/40"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3049 |
 | Bachelor's or higher | 1881 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 8](/us/states/nm/districts/senate/8.md) — 100% (state senate)
+- [NM House District 40](/us/states/nm/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/otero/index.md b/data/jurisdictions/us/states/nm/counties/otero/index.md
index 5c34ea0001..7398351e5e 100644
--- a/data/jurisdictions/us/states/nm/counties/otero/index.md
+++ b/data/jurisdictions/us/states/nm/counties/otero/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 4327
   hispanic: 27267
   bachelors_plus: 13930
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.9168
+  - to: "us/states/nm/districts/01"
+    rel: in-district
+    area_weight: 0.0831
+  - to: "us/states/nm/districts/senate/34"
+    rel: in-district
+    area_weight: 0.7894
+  - to: "us/states/nm/districts/senate/33"
+    rel: in-district
+    area_weight: 0.2091
+  - to: "us/states/nm/districts/house/54"
+    rel: in-district
+    area_weight: 0.7369
+  - to: "us/states/nm/districts/house/56"
+    rel: in-district
+    area_weight: 0.2481
+  - to: "us/states/nm/districts/house/51"
+    rel: in-district
+    area_weight: 0.0099
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 27267 |
 | Bachelor's or higher | 13930 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 92% (congressional)
+- [NM-01](/us/states/nm/districts/01.md) — 8% (congressional)
+- [NM Senate District 34](/us/states/nm/districts/senate/34.md) — 79% (state senate)
+- [NM Senate District 33](/us/states/nm/districts/senate/33.md) — 21% (state senate)
+- [NM House District 54](/us/states/nm/districts/house/54.md) — 74% (state house)
+- [NM House District 56](/us/states/nm/districts/house/56.md) — 25% (state house)
+- [NM House District 51](/us/states/nm/districts/house/51.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/quay/index.md b/data/jurisdictions/us/states/nm/counties/quay/index.md
index 68b6c7b80c..347ff3c2ac 100644
--- a/data/jurisdictions/us/states/nm/counties/quay/index.md
+++ b/data/jurisdictions/us/states/nm/counties/quay/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 179
   hispanic: 3844
   bachelors_plus: 1780
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/senate/7"
+    rel: in-district
+    area_weight: 0.897
+  - to: "us/states/nm/districts/senate/8"
+    rel: in-district
+    area_weight: 0.103
+  - to: "us/states/nm/districts/house/67"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3844 |
 | Bachelor's or higher | 1780 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 7](/us/states/nm/districts/senate/7.md) — 90% (state senate)
+- [NM Senate District 8](/us/states/nm/districts/senate/8.md) — 10% (state senate)
+- [NM House District 67](/us/states/nm/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/rio-arriba/index.md b/data/jurisdictions/us/states/nm/counties/rio-arriba/index.md
index c846d8c764..8dd6908b1d 100644
--- a/data/jurisdictions/us/states/nm/counties/rio-arriba/index.md
+++ b/data/jurisdictions/us/states/nm/counties/rio-arriba/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 6800
   hispanic: 26916
   bachelors_plus: 7681
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/senate/22"
+    rel: in-district
+    area_weight: 0.5754
+  - to: "us/states/nm/districts/senate/5"
+    rel: in-district
+    area_weight: 0.3952
+  - to: "us/states/nm/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0294
+  - to: "us/states/nm/districts/house/41"
+    rel: in-district
+    area_weight: 0.6451
+  - to: "us/states/nm/districts/house/65"
+    rel: in-district
+    area_weight: 0.3071
+  - to: "us/states/nm/districts/house/40"
+    rel: in-district
+    area_weight: 0.0477
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 26916 |
 | Bachelor's or higher | 7681 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 22](/us/states/nm/districts/senate/22.md) — 58% (state senate)
+- [NM Senate District 5](/us/states/nm/districts/senate/5.md) — 40% (state senate)
+- [NM Senate District 6](/us/states/nm/districts/senate/6.md) — 3% (state senate)
+- [NM House District 41](/us/states/nm/districts/house/41.md) — 65% (state house)
+- [NM House District 65](/us/states/nm/districts/house/65.md) — 31% (state house)
+- [NM House District 40](/us/states/nm/districts/house/40.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/roosevelt/index.md b/data/jurisdictions/us/states/nm/counties/roosevelt/index.md
index 6f83e7d91f..29515ba7ca 100644
--- a/data/jurisdictions/us/states/nm/counties/roosevelt/index.md
+++ b/data/jurisdictions/us/states/nm/counties/roosevelt/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 175
   hispanic: 8486
   bachelors_plus: 3429
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/house/64"
+    rel: in-district
+    area_weight: 0.7273
+  - to: "us/states/nm/districts/house/63"
+    rel: in-district
+    area_weight: 0.2727
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 8486 |
 | Bachelor's or higher | 3429 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 27](/us/states/nm/districts/senate/27.md) — 100% (state senate)
+- [NM House District 64](/us/states/nm/districts/house/64.md) — 73% (state house)
+- [NM House District 63](/us/states/nm/districts/house/63.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/san-juan/index.md b/data/jurisdictions/us/states/nm/counties/san-juan/index.md
index a72f840fb1..111f9a9662 100644
--- a/data/jurisdictions/us/states/nm/counties/san-juan/index.md
+++ b/data/jurisdictions/us/states/nm/counties/san-juan/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 47935
   hispanic: 23976
   bachelors_plus: 20230
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/senate/3"
+    rel: in-district
+    area_weight: 0.3678
+  - to: "us/states/nm/districts/senate/22"
+    rel: in-district
+    area_weight: 0.2778
+  - to: "us/states/nm/districts/senate/4"
+    rel: in-district
+    area_weight: 0.1686
+  - to: "us/states/nm/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1555
+  - to: "us/states/nm/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0302
+  - to: "us/states/nm/districts/house/4"
+    rel: in-district
+    area_weight: 0.2766
+  - to: "us/states/nm/districts/house/65"
+    rel: in-district
+    area_weight: 0.2214
+  - to: "us/states/nm/districts/house/5"
+    rel: in-district
+    area_weight: 0.2213
+  - to: "us/states/nm/districts/house/3"
+    rel: in-district
+    area_weight: 0.1428
+  - to: "us/states/nm/districts/house/1"
+    rel: in-district
+    area_weight: 0.0644
+  - to: "us/states/nm/districts/house/69"
+    rel: in-district
+    area_weight: 0.0565
+  - to: "us/states/nm/districts/house/2"
+    rel: in-district
+    area_weight: 0.017
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction.
 | Hispanic/Latino | 23976 |
 | Bachelor's or higher | 20230 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 3](/us/states/nm/districts/senate/3.md) — 37% (state senate)
+- [NM Senate District 22](/us/states/nm/districts/senate/22.md) — 28% (state senate)
+- [NM Senate District 4](/us/states/nm/districts/senate/4.md) — 17% (state senate)
+- [NM Senate District 2](/us/states/nm/districts/senate/2.md) — 16% (state senate)
+- [NM Senate District 1](/us/states/nm/districts/senate/1.md) — 3% (state senate)
+- [NM House District 4](/us/states/nm/districts/house/4.md) — 28% (state house)
+- [NM House District 65](/us/states/nm/districts/house/65.md) — 22% (state house)
+- [NM House District 5](/us/states/nm/districts/house/5.md) — 22% (state house)
+- [NM House District 3](/us/states/nm/districts/house/3.md) — 14% (state house)
+- [NM House District 1](/us/states/nm/districts/house/1.md) — 6% (state house)
+- [NM House District 69](/us/states/nm/districts/house/69.md) — 6% (state house)
+- [NM House District 2](/us/states/nm/districts/house/2.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/san-miguel/index.md b/data/jurisdictions/us/states/nm/counties/san-miguel/index.md
index b1cabeb654..79874e004d 100644
--- a/data/jurisdictions/us/states/nm/counties/san-miguel/index.md
+++ b/data/jurisdictions/us/states/nm/counties/san-miguel/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 620
   hispanic: 20192
   bachelors_plus: 7511
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/senate/8"
+    rel: in-district
+    area_weight: 0.8038
+  - to: "us/states/nm/districts/senate/39"
+    rel: in-district
+    area_weight: 0.1962
+  - to: "us/states/nm/districts/house/70"
+    rel: in-district
+    area_weight: 0.7044
+  - to: "us/states/nm/districts/house/67"
+    rel: in-district
+    area_weight: 0.2257
+  - to: "us/states/nm/districts/house/40"
+    rel: in-district
+    area_weight: 0.0596
+  - to: "us/states/nm/districts/house/63"
+    rel: in-district
+    area_weight: 0.0102
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 20192 |
 | Bachelor's or higher | 7511 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 8](/us/states/nm/districts/senate/8.md) — 80% (state senate)
+- [NM Senate District 39](/us/states/nm/districts/senate/39.md) — 20% (state senate)
+- [NM House District 70](/us/states/nm/districts/house/70.md) — 70% (state house)
+- [NM House District 67](/us/states/nm/districts/house/67.md) — 23% (state house)
+- [NM House District 40](/us/states/nm/districts/house/40.md) — 6% (state house)
+- [NM House District 63](/us/states/nm/districts/house/63.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/sandoval/index.md b/data/jurisdictions/us/states/nm/counties/sandoval/index.md
index 60b5f37980..2a642dd052 100644
--- a/data/jurisdictions/us/states/nm/counties/sandoval/index.md
+++ b/data/jurisdictions/us/states/nm/counties/sandoval/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 18548
   hispanic: 61448
   bachelors_plus: 51205
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.8966
+  - to: "us/states/nm/districts/01"
+    rel: in-district
+    area_weight: 0.1034
+  - to: "us/states/nm/districts/senate/22"
+    rel: in-district
+    area_weight: 0.8527
+  - to: "us/states/nm/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0779
+  - to: "us/states/nm/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0384
+  - to: "us/states/nm/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0279
+  - to: "us/states/nm/districts/house/65"
+    rel: in-district
+    area_weight: 0.6133
+  - to: "us/states/nm/districts/house/43"
+    rel: in-district
+    area_weight: 0.1975
+  - to: "us/states/nm/districts/house/41"
+    rel: in-district
+    area_weight: 0.0569
+  - to: "us/states/nm/districts/house/57"
+    rel: in-district
+    area_weight: 0.0539
+  - to: "us/states/nm/districts/house/50"
+    rel: in-district
+    area_weight: 0.045
+  - to: "us/states/nm/districts/house/60"
+    rel: in-district
+    area_weight: 0.024
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 61448 |
 | Bachelor's or higher | 51205 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 90% (congressional)
+- [NM-01](/us/states/nm/districts/01.md) — 10% (congressional)
+- [NM Senate District 22](/us/states/nm/districts/senate/22.md) — 85% (state senate)
+- [NM Senate District 40](/us/states/nm/districts/senate/40.md) — 8% (state senate)
+- [NM Senate District 9](/us/states/nm/districts/senate/9.md) — 4% (state senate)
+- [NM Senate District 19](/us/states/nm/districts/senate/19.md) — 3% (state senate)
+- [NM House District 65](/us/states/nm/districts/house/65.md) — 61% (state house)
+- [NM House District 43](/us/states/nm/districts/house/43.md) — 20% (state house)
+- [NM House District 41](/us/states/nm/districts/house/41.md) — 6% (state house)
+- [NM House District 57](/us/states/nm/districts/house/57.md) — 5% (state house)
+- [NM House District 50](/us/states/nm/districts/house/50.md) — 4% (state house)
+- [NM House District 60](/us/states/nm/districts/house/60.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/santa-fe/index.md b/data/jurisdictions/us/states/nm/counties/santa-fe/index.md
index 0e96ed6efe..4b5bf4fc05 100644
--- a/data/jurisdictions/us/states/nm/counties/santa-fe/index.md
+++ b/data/jurisdictions/us/states/nm/counties/santa-fe/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 5097
   hispanic: 74740
   bachelors_plus: 84021
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.9333
+  - to: "us/states/nm/districts/01"
+    rel: in-district
+    area_weight: 0.0667
+  - to: "us/states/nm/districts/senate/39"
+    rel: in-district
+    area_weight: 0.3573
+  - to: "us/states/nm/districts/senate/19"
+    rel: in-district
+    area_weight: 0.2597
+  - to: "us/states/nm/districts/senate/25"
+    rel: in-district
+    area_weight: 0.218
+  - to: "us/states/nm/districts/senate/6"
+    rel: in-district
+    area_weight: 0.1534
+  - to: "us/states/nm/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0078
+  - to: "us/states/nm/districts/house/50"
+    rel: in-district
+    area_weight: 0.5389
+  - to: "us/states/nm/districts/house/46"
+    rel: in-district
+    area_weight: 0.2504
+  - to: "us/states/nm/districts/house/47"
+    rel: in-district
+    area_weight: 0.1256
+  - to: "us/states/nm/districts/house/43"
+    rel: in-district
+    area_weight: 0.0736
+  - to: "us/states/nm/districts/house/45"
+    rel: in-district
+    area_weight: 0.0066
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 74740 |
 | Bachelor's or higher | 84021 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 93% (congressional)
+- [NM-01](/us/states/nm/districts/01.md) — 7% (congressional)
+- [NM Senate District 39](/us/states/nm/districts/senate/39.md) — 36% (state senate)
+- [NM Senate District 19](/us/states/nm/districts/senate/19.md) — 26% (state senate)
+- [NM Senate District 25](/us/states/nm/districts/senate/25.md) — 22% (state senate)
+- [NM Senate District 6](/us/states/nm/districts/senate/6.md) — 15% (state senate)
+- [NM Senate District 24](/us/states/nm/districts/senate/24.md) — 1% (state senate)
+- [NM House District 50](/us/states/nm/districts/house/50.md) — 54% (state house)
+- [NM House District 46](/us/states/nm/districts/house/46.md) — 25% (state house)
+- [NM House District 47](/us/states/nm/districts/house/47.md) — 13% (state house)
+- [NM House District 43](/us/states/nm/districts/house/43.md) — 7% (state house)
+- [NM House District 45](/us/states/nm/districts/house/45.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/sierra/index.md b/data/jurisdictions/us/states/nm/counties/sierra/index.md
index ac54c74bc8..0daa500c3a 100644
--- a/data/jurisdictions/us/states/nm/counties/sierra/index.md
+++ b/data/jurisdictions/us/states/nm/counties/sierra/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 87
   hispanic: 3431
   bachelors_plus: 2155
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nm/districts/house/38"
+    rel: in-district
+    area_weight: 0.5307
+  - to: "us/states/nm/districts/house/49"
+    rel: in-district
+    area_weight: 0.4692
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3431 |
 | Bachelor's or higher | 2155 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 100% (congressional)
+- [NM Senate District 35](/us/states/nm/districts/senate/35.md) — 100% (state senate)
+- [NM House District 38](/us/states/nm/districts/house/38.md) — 53% (state house)
+- [NM House District 49](/us/states/nm/districts/house/49.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/socorro/index.md b/data/jurisdictions/us/states/nm/counties/socorro/index.md
index 62e701d8f4..0f58c11daf 100644
--- a/data/jurisdictions/us/states/nm/counties/socorro/index.md
+++ b/data/jurisdictions/us/states/nm/counties/socorro/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1722
   hispanic: 8155
   bachelors_plus: 2834
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nm/districts/senate/35"
+    rel: in-district
+    area_weight: 0.7071
+  - to: "us/states/nm/districts/senate/29"
+    rel: in-district
+    area_weight: 0.1652
+  - to: "us/states/nm/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1277
+  - to: "us/states/nm/districts/house/49"
+    rel: in-district
+    area_weight: 0.7078
+  - to: "us/states/nm/districts/house/38"
+    rel: in-district
+    area_weight: 0.2217
+  - to: "us/states/nm/districts/house/69"
+    rel: in-district
+    area_weight: 0.0705
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 8155 |
 | Bachelor's or higher | 2834 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 100% (congressional)
+- [NM Senate District 35](/us/states/nm/districts/senate/35.md) — 71% (state senate)
+- [NM Senate District 29](/us/states/nm/districts/senate/29.md) — 17% (state senate)
+- [NM Senate District 30](/us/states/nm/districts/senate/30.md) — 13% (state senate)
+- [NM House District 49](/us/states/nm/districts/house/49.md) — 71% (state house)
+- [NM House District 38](/us/states/nm/districts/house/38.md) — 22% (state house)
+- [NM House District 69](/us/states/nm/districts/house/69.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/taos/index.md b/data/jurisdictions/us/states/nm/counties/taos/index.md
index 2752d45212..26e4a94f62 100644
--- a/data/jurisdictions/us/states/nm/counties/taos/index.md
+++ b/data/jurisdictions/us/states/nm/counties/taos/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2410
   hispanic: 17478
   bachelors_plus: 14901
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/senate/6"
+    rel: in-district
+    area_weight: 0.8054
+  - to: "us/states/nm/districts/senate/8"
+    rel: in-district
+    area_weight: 0.1946
+  - to: "us/states/nm/districts/house/42"
+    rel: in-district
+    area_weight: 0.6684
+  - to: "us/states/nm/districts/house/41"
+    rel: in-district
+    area_weight: 0.3267
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 17478 |
 | Bachelor's or higher | 14901 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 6](/us/states/nm/districts/senate/6.md) — 81% (state senate)
+- [NM Senate District 8](/us/states/nm/districts/senate/8.md) — 19% (state senate)
+- [NM House District 42](/us/states/nm/districts/house/42.md) — 67% (state house)
+- [NM House District 41](/us/states/nm/districts/house/41.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/torrance/index.md b/data/jurisdictions/us/states/nm/counties/torrance/index.md
index 74114679d0..ccd4dc14b8 100644
--- a/data/jurisdictions/us/states/nm/counties/torrance/index.md
+++ b/data/jurisdictions/us/states/nm/counties/torrance/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 488
   hispanic: 6696
   bachelors_plus: 2375
+districts:
+  - to: "us/states/nm/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nm/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9236
+  - to: "us/states/nm/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0763
+  - to: "us/states/nm/districts/house/70"
+    rel: in-district
+    area_weight: 0.5304
+  - to: "us/states/nm/districts/house/22"
+    rel: in-district
+    area_weight: 0.4695
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 6696 |
 | Bachelor's or higher | 2375 |
 
+## Districts
+
+- [NM-01](/us/states/nm/districts/01.md) — 100% (congressional)
+- [NM Senate District 39](/us/states/nm/districts/senate/39.md) — 92% (state senate)
+- [NM Senate District 19](/us/states/nm/districts/senate/19.md) — 8% (state senate)
+- [NM House District 70](/us/states/nm/districts/house/70.md) — 53% (state house)
+- [NM House District 22](/us/states/nm/districts/house/22.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/union/index.md b/data/jurisdictions/us/states/nm/counties/union/index.md
index a7587deba4..fe7c66b5fc 100644
--- a/data/jurisdictions/us/states/nm/counties/union/index.md
+++ b/data/jurisdictions/us/states/nm/counties/union/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 145
   hispanic: 1609
   bachelors_plus: 696
+districts:
+  - to: "us/states/nm/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nm/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nm/districts/house/67"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1609 |
 | Bachelor's or higher | 696 |
 
+## Districts
+
+- [NM-03](/us/states/nm/districts/03.md) — 100% (congressional)
+- [NM Senate District 7](/us/states/nm/districts/senate/7.md) — 100% (state senate)
+- [NM House District 67](/us/states/nm/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/counties/valencia/index.md b/data/jurisdictions/us/states/nm/counties/valencia/index.md
index 1cc2380073..0b1bd3f53e 100644
--- a/data/jurisdictions/us/states/nm/counties/valencia/index.md
+++ b/data/jurisdictions/us/states/nm/counties/valencia/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 3569
   hispanic: 47732
   bachelors_plus: 15881
+districts:
+  - to: "us/states/nm/districts/02"
+    rel: in-district
+    area_weight: 0.6917
+  - to: "us/states/nm/districts/01"
+    rel: in-district
+    area_weight: 0.3083
+  - to: "us/states/nm/districts/senate/30"
+    rel: in-district
+    area_weight: 0.6096
+  - to: "us/states/nm/districts/senate/39"
+    rel: in-district
+    area_weight: 0.2607
+  - to: "us/states/nm/districts/senate/29"
+    rel: in-district
+    area_weight: 0.1297
+  - to: "us/states/nm/districts/house/49"
+    rel: in-district
+    area_weight: 0.6106
+  - to: "us/states/nm/districts/house/69"
+    rel: in-district
+    area_weight: 0.2457
+  - to: "us/states/nm/districts/house/7"
+    rel: in-district
+    area_weight: 0.094
+  - to: "us/states/nm/districts/house/8"
+    rel: in-district
+    area_weight: 0.0496
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nm]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 47732 |
 | Bachelor's or higher | 15881 |
 
+## Districts
+
+- [NM-02](/us/states/nm/districts/02.md) — 69% (congressional)
+- [NM-01](/us/states/nm/districts/01.md) — 31% (congressional)
+- [NM Senate District 30](/us/states/nm/districts/senate/30.md) — 61% (state senate)
+- [NM Senate District 39](/us/states/nm/districts/senate/39.md) — 26% (state senate)
+- [NM Senate District 29](/us/states/nm/districts/senate/29.md) — 13% (state senate)
+- [NM House District 49](/us/states/nm/districts/house/49.md) — 61% (state house)
+- [NM House District 69](/us/states/nm/districts/house/69.md) — 25% (state house)
+- [NM House District 7](/us/states/nm/districts/house/7.md) — 9% (state house)
+- [NM House District 8](/us/states/nm/districts/house/8.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nm/districts/01.md b/data/jurisdictions/us/states/nm/districts/01.md
index 94ff10f055..97f968b916 100644
--- a/data/jurisdictions/us/states/nm/districts/01.md
+++ b/data/jurisdictions/us/states/nm/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 208329
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nm]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nm/districts/02.md b/data/jurisdictions/us/states/nm/districts/02.md
index 2c73a6b76d..6f0ece0085 100644
--- a/data/jurisdictions/us/states/nm/districts/02.md
+++ b/data/jurisdictions/us/states/nm/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 113714
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nm]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nm/districts/03.md b/data/jurisdictions/us/states/nm/districts/03.md
index 42fdf43534..e9dcf8190a 100644
--- a/data/jurisdictions/us/states/nm/districts/03.md
+++ b/data/jurisdictions/us/states/nm/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 150100
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nm]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nm/districts/house/1.md b/data/jurisdictions/us/states/nm/districts/house/1.md
new file mode 100644
index 0000000000..61275ba756
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 1"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 1
+
+State House district 1 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/10.md b/data/jurisdictions/us/states/nm/districts/house/10.md
new file mode 100644
index 0000000000..3cd81b155b
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 10"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 10
+
+State House district 10 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/11.md b/data/jurisdictions/us/states/nm/districts/house/11.md
new file mode 100644
index 0000000000..049956be3e
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 11"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 11
+
+State House district 11 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/12.md b/data/jurisdictions/us/states/nm/districts/house/12.md
new file mode 100644
index 0000000000..e1fa1eca0e
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 12"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 12
+
+State House district 12 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/13.md b/data/jurisdictions/us/states/nm/districts/house/13.md
new file mode 100644
index 0000000000..f30bd9bd61
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 13"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 13
+
+State House district 13 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/14.md b/data/jurisdictions/us/states/nm/districts/house/14.md
new file mode 100644
index 0000000000..14dc2f43b7
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 14"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 14
+
+State House district 14 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/15.md b/data/jurisdictions/us/states/nm/districts/house/15.md
new file mode 100644
index 0000000000..fe6181df2e
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 15"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 15
+
+State House district 15 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/16.md b/data/jurisdictions/us/states/nm/districts/house/16.md
new file mode 100644
index 0000000000..93c1fdc386
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 16"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 16
+
+State House district 16 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/17.md b/data/jurisdictions/us/states/nm/districts/house/17.md
new file mode 100644
index 0000000000..4ffe8077f7
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 17"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 17
+
+State House district 17 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/18.md b/data/jurisdictions/us/states/nm/districts/house/18.md
new file mode 100644
index 0000000000..738bb05015
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 18"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 18
+
+State House district 18 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/19.md b/data/jurisdictions/us/states/nm/districts/house/19.md
new file mode 100644
index 0000000000..6d3ca30d01
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 19"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 19
+
+State House district 19 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/2.md b/data/jurisdictions/us/states/nm/districts/house/2.md
new file mode 100644
index 0000000000..7b24006640
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 2"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 2
+
+State House district 2 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/20.md b/data/jurisdictions/us/states/nm/districts/house/20.md
new file mode 100644
index 0000000000..58b29e76cc
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 20"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 20
+
+State House district 20 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/21.md b/data/jurisdictions/us/states/nm/districts/house/21.md
new file mode 100644
index 0000000000..173daaa9cc
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 21"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 21
+
+State House district 21 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/22.md b/data/jurisdictions/us/states/nm/districts/house/22.md
new file mode 100644
index 0000000000..87337e8984
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 22"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 22
+
+State House district 22 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/23.md b/data/jurisdictions/us/states/nm/districts/house/23.md
new file mode 100644
index 0000000000..b18615b264
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 23"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 23
+
+State House district 23 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/24.md b/data/jurisdictions/us/states/nm/districts/house/24.md
new file mode 100644
index 0000000000..84857fbd33
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 24"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 24
+
+State House district 24 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/25.md b/data/jurisdictions/us/states/nm/districts/house/25.md
new file mode 100644
index 0000000000..6191d525c7
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 25"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 25
+
+State House district 25 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/26.md b/data/jurisdictions/us/states/nm/districts/house/26.md
new file mode 100644
index 0000000000..1aac41ce29
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 26"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 26
+
+State House district 26 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/27.md b/data/jurisdictions/us/states/nm/districts/house/27.md
new file mode 100644
index 0000000000..a454287397
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 27"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 27
+
+State House district 27 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/28.md b/data/jurisdictions/us/states/nm/districts/house/28.md
new file mode 100644
index 0000000000..3868c8de61
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 28"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 28
+
+State House district 28 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/29.md b/data/jurisdictions/us/states/nm/districts/house/29.md
new file mode 100644
index 0000000000..fc68f32434
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 29"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 29
+
+State House district 29 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/3.md b/data/jurisdictions/us/states/nm/districts/house/3.md
new file mode 100644
index 0000000000..e54c10c7e5
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 3"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 3
+
+State House district 3 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/30.md b/data/jurisdictions/us/states/nm/districts/house/30.md
new file mode 100644
index 0000000000..34c8f08ed6
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 30"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 30
+
+State House district 30 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/31.md b/data/jurisdictions/us/states/nm/districts/house/31.md
new file mode 100644
index 0000000000..e7a33002b0
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 31"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 31
+
+State House district 31 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/32.md b/data/jurisdictions/us/states/nm/districts/house/32.md
new file mode 100644
index 0000000000..d1225a8647
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 32"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 32
+
+State House district 32 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/33.md b/data/jurisdictions/us/states/nm/districts/house/33.md
new file mode 100644
index 0000000000..848f1bc224
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 33"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 33
+
+State House district 33 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/34.md b/data/jurisdictions/us/states/nm/districts/house/34.md
new file mode 100644
index 0000000000..693dd81445
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 34"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 34
+
+State House district 34 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/35.md b/data/jurisdictions/us/states/nm/districts/house/35.md
new file mode 100644
index 0000000000..452bc46c3f
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 35"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 35
+
+State House district 35 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/36.md b/data/jurisdictions/us/states/nm/districts/house/36.md
new file mode 100644
index 0000000000..453eb1e0bd
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 36"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 36
+
+State House district 36 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/37.md b/data/jurisdictions/us/states/nm/districts/house/37.md
new file mode 100644
index 0000000000..58c011c10a
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 37"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 37
+
+State House district 37 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/38.md b/data/jurisdictions/us/states/nm/districts/house/38.md
new file mode 100644
index 0000000000..6766abf8e5
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 38"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 38
+
+State House district 38 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/39.md b/data/jurisdictions/us/states/nm/districts/house/39.md
new file mode 100644
index 0000000000..6230be5552
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 39"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 39
+
+State House district 39 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/4.md b/data/jurisdictions/us/states/nm/districts/house/4.md
new file mode 100644
index 0000000000..b987a64edc
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 4"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 4
+
+State House district 4 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/40.md b/data/jurisdictions/us/states/nm/districts/house/40.md
new file mode 100644
index 0000000000..d463093ff7
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 40"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 40
+
+State House district 40 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/41.md b/data/jurisdictions/us/states/nm/districts/house/41.md
new file mode 100644
index 0000000000..7afc966b11
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 41"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 41
+
+State House district 41 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/42.md b/data/jurisdictions/us/states/nm/districts/house/42.md
new file mode 100644
index 0000000000..e095d4113c
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 42"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 42
+
+State House district 42 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/43.md b/data/jurisdictions/us/states/nm/districts/house/43.md
new file mode 100644
index 0000000000..874525d9b8
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 43"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 43
+
+State House district 43 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/44.md b/data/jurisdictions/us/states/nm/districts/house/44.md
new file mode 100644
index 0000000000..5f073f88a8
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 44"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 44
+
+State House district 44 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/45.md b/data/jurisdictions/us/states/nm/districts/house/45.md
new file mode 100644
index 0000000000..a96a0cf283
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 45"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 45
+
+State House district 45 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/46.md b/data/jurisdictions/us/states/nm/districts/house/46.md
new file mode 100644
index 0000000000..b3037883b2
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 46"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 46
+
+State House district 46 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/47.md b/data/jurisdictions/us/states/nm/districts/house/47.md
new file mode 100644
index 0000000000..c30000f862
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 47"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 47
+
+State House district 47 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/48.md b/data/jurisdictions/us/states/nm/districts/house/48.md
new file mode 100644
index 0000000000..cbd395185d
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 48"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 48
+
+State House district 48 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/49.md b/data/jurisdictions/us/states/nm/districts/house/49.md
new file mode 100644
index 0000000000..26e730f28d
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 49"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 49
+
+State House district 49 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/5.md b/data/jurisdictions/us/states/nm/districts/house/5.md
new file mode 100644
index 0000000000..a43055e853
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 5"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 5
+
+State House district 5 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/50.md b/data/jurisdictions/us/states/nm/districts/house/50.md
new file mode 100644
index 0000000000..fa11c9727f
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 50"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 50
+
+State House district 50 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/51.md b/data/jurisdictions/us/states/nm/districts/house/51.md
new file mode 100644
index 0000000000..e9e5ef5ba7
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 51"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 51
+
+State House district 51 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/52.md b/data/jurisdictions/us/states/nm/districts/house/52.md
new file mode 100644
index 0000000000..8db0792549
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 52"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 52
+
+State House district 52 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/53.md b/data/jurisdictions/us/states/nm/districts/house/53.md
new file mode 100644
index 0000000000..66f69804b4
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 53"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 53
+
+State House district 53 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/54.md b/data/jurisdictions/us/states/nm/districts/house/54.md
new file mode 100644
index 0000000000..e89bbe33d2
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 54"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 54
+
+State House district 54 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/55.md b/data/jurisdictions/us/states/nm/districts/house/55.md
new file mode 100644
index 0000000000..36ea63d227
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 55"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 55
+
+State House district 55 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/56.md b/data/jurisdictions/us/states/nm/districts/house/56.md
new file mode 100644
index 0000000000..48eb3c217d
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 56"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 56
+
+State House district 56 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/57.md b/data/jurisdictions/us/states/nm/districts/house/57.md
new file mode 100644
index 0000000000..dda5e6b16b
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 57"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 57
+
+State House district 57 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/58.md b/data/jurisdictions/us/states/nm/districts/house/58.md
new file mode 100644
index 0000000000..3b78cd0f04
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 58"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 58
+
+State House district 58 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/59.md b/data/jurisdictions/us/states/nm/districts/house/59.md
new file mode 100644
index 0000000000..d9718db7e3
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 59"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 59
+
+State House district 59 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/6.md b/data/jurisdictions/us/states/nm/districts/house/6.md
new file mode 100644
index 0000000000..7098cf9bec
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 6"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 6
+
+State House district 6 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/60.md b/data/jurisdictions/us/states/nm/districts/house/60.md
new file mode 100644
index 0000000000..10c0e64ded
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 60"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 60
+
+State House district 60 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/61.md b/data/jurisdictions/us/states/nm/districts/house/61.md
new file mode 100644
index 0000000000..f385d11f2d
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 61"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 61
+
+State House district 61 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/62.md b/data/jurisdictions/us/states/nm/districts/house/62.md
new file mode 100644
index 0000000000..7c6aaf2ab5
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 62"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 62
+
+State House district 62 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/63.md b/data/jurisdictions/us/states/nm/districts/house/63.md
new file mode 100644
index 0000000000..b6175ff792
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 63"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 63
+
+State House district 63 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/64.md b/data/jurisdictions/us/states/nm/districts/house/64.md
new file mode 100644
index 0000000000..2103febf0b
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 64"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 64
+
+State House district 64 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/65.md b/data/jurisdictions/us/states/nm/districts/house/65.md
new file mode 100644
index 0000000000..266832edcf
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 65"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 65
+
+State House district 65 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/66.md b/data/jurisdictions/us/states/nm/districts/house/66.md
new file mode 100644
index 0000000000..48d701b41f
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 66"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 66
+
+State House district 66 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/67.md b/data/jurisdictions/us/states/nm/districts/house/67.md
new file mode 100644
index 0000000000..5ca62ddd4c
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 67"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 67
+
+State House district 67 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/68.md b/data/jurisdictions/us/states/nm/districts/house/68.md
new file mode 100644
index 0000000000..cb4d3e21d2
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 68"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 68
+
+State House district 68 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/69.md b/data/jurisdictions/us/states/nm/districts/house/69.md
new file mode 100644
index 0000000000..9a99930a59
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 69"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 69
+
+State House district 69 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/7.md b/data/jurisdictions/us/states/nm/districts/house/7.md
new file mode 100644
index 0000000000..a8222a3611
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 7"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 7
+
+State House district 7 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/70.md b/data/jurisdictions/us/states/nm/districts/house/70.md
new file mode 100644
index 0000000000..17938de3de
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 70"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 70
+
+State House district 70 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/8.md b/data/jurisdictions/us/states/nm/districts/house/8.md
new file mode 100644
index 0000000000..7df25542e3
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 8"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 8
+
+State House district 8 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/house/9.md b/data/jurisdictions/us/states/nm/districts/house/9.md
new file mode 100644
index 0000000000..13e6e0f7dc
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM House District 9"
+classification: state-house-district
+state: "NM"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM House District 9
+
+State House district 9 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/1.md b/data/jurisdictions/us/states/nm/districts/senate/1.md
new file mode 100644
index 0000000000..52f0841356
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 1"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 1
+
+State Senate district 1 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/10.md b/data/jurisdictions/us/states/nm/districts/senate/10.md
new file mode 100644
index 0000000000..959671194e
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 10"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 10
+
+State Senate district 10 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/11.md b/data/jurisdictions/us/states/nm/districts/senate/11.md
new file mode 100644
index 0000000000..0c8ce27412
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 11"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 11
+
+State Senate district 11 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/12.md b/data/jurisdictions/us/states/nm/districts/senate/12.md
new file mode 100644
index 0000000000..62ed65e8fc
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 12"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 12
+
+State Senate district 12 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/13.md b/data/jurisdictions/us/states/nm/districts/senate/13.md
new file mode 100644
index 0000000000..ea8ea52a5d
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 13"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 13
+
+State Senate district 13 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/14.md b/data/jurisdictions/us/states/nm/districts/senate/14.md
new file mode 100644
index 0000000000..7559d8b0db
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 14"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 14
+
+State Senate district 14 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/15.md b/data/jurisdictions/us/states/nm/districts/senate/15.md
new file mode 100644
index 0000000000..e4296d3730
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 15"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 15
+
+State Senate district 15 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/16.md b/data/jurisdictions/us/states/nm/districts/senate/16.md
new file mode 100644
index 0000000000..34b711946d
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 16"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 16
+
+State Senate district 16 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/17.md b/data/jurisdictions/us/states/nm/districts/senate/17.md
new file mode 100644
index 0000000000..9809e4c2ac
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 17"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 17
+
+State Senate district 17 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/18.md b/data/jurisdictions/us/states/nm/districts/senate/18.md
new file mode 100644
index 0000000000..7a188aae08
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 18"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 18
+
+State Senate district 18 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/19.md b/data/jurisdictions/us/states/nm/districts/senate/19.md
new file mode 100644
index 0000000000..255fad280a
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 19"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 19
+
+State Senate district 19 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/2.md b/data/jurisdictions/us/states/nm/districts/senate/2.md
new file mode 100644
index 0000000000..7f3141bfa8
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 2"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 2
+
+State Senate district 2 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/20.md b/data/jurisdictions/us/states/nm/districts/senate/20.md
new file mode 100644
index 0000000000..6ed9554a6f
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 20"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 20
+
+State Senate district 20 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/21.md b/data/jurisdictions/us/states/nm/districts/senate/21.md
new file mode 100644
index 0000000000..c9deb63c76
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 21"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 21
+
+State Senate district 21 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/22.md b/data/jurisdictions/us/states/nm/districts/senate/22.md
new file mode 100644
index 0000000000..06d2ec2e9a
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 22"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 22
+
+State Senate district 22 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/23.md b/data/jurisdictions/us/states/nm/districts/senate/23.md
new file mode 100644
index 0000000000..1610678171
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 23"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 23
+
+State Senate district 23 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/24.md b/data/jurisdictions/us/states/nm/districts/senate/24.md
new file mode 100644
index 0000000000..a080956bfe
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 24"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 24
+
+State Senate district 24 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/25.md b/data/jurisdictions/us/states/nm/districts/senate/25.md
new file mode 100644
index 0000000000..41b7a4b5dc
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 25"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 25
+
+State Senate district 25 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/26.md b/data/jurisdictions/us/states/nm/districts/senate/26.md
new file mode 100644
index 0000000000..d07bfc3d10
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 26"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 26
+
+State Senate district 26 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/27.md b/data/jurisdictions/us/states/nm/districts/senate/27.md
new file mode 100644
index 0000000000..8aaa9d37ca
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 27"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 27
+
+State Senate district 27 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/28.md b/data/jurisdictions/us/states/nm/districts/senate/28.md
new file mode 100644
index 0000000000..d5674b464b
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 28"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 28
+
+State Senate district 28 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/29.md b/data/jurisdictions/us/states/nm/districts/senate/29.md
new file mode 100644
index 0000000000..fc7ee0e7d3
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 29"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 29
+
+State Senate district 29 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/3.md b/data/jurisdictions/us/states/nm/districts/senate/3.md
new file mode 100644
index 0000000000..460e38b61f
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 3"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 3
+
+State Senate district 3 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/30.md b/data/jurisdictions/us/states/nm/districts/senate/30.md
new file mode 100644
index 0000000000..48fef8ca0e
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 30"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 30
+
+State Senate district 30 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/31.md b/data/jurisdictions/us/states/nm/districts/senate/31.md
new file mode 100644
index 0000000000..3061795442
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 31"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 31
+
+State Senate district 31 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/32.md b/data/jurisdictions/us/states/nm/districts/senate/32.md
new file mode 100644
index 0000000000..cbcdc7d077
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 32"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 32
+
+State Senate district 32 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/33.md b/data/jurisdictions/us/states/nm/districts/senate/33.md
new file mode 100644
index 0000000000..029f61291e
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 33"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 33
+
+State Senate district 33 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/34.md b/data/jurisdictions/us/states/nm/districts/senate/34.md
new file mode 100644
index 0000000000..df32e455e4
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 34"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 34
+
+State Senate district 34 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/35.md b/data/jurisdictions/us/states/nm/districts/senate/35.md
new file mode 100644
index 0000000000..65517580cf
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 35"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 35
+
+State Senate district 35 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/36.md b/data/jurisdictions/us/states/nm/districts/senate/36.md
new file mode 100644
index 0000000000..7b18c67fb6
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 36"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 36
+
+State Senate district 36 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/37.md b/data/jurisdictions/us/states/nm/districts/senate/37.md
new file mode 100644
index 0000000000..be8ab636e3
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 37"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 37
+
+State Senate district 37 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/38.md b/data/jurisdictions/us/states/nm/districts/senate/38.md
new file mode 100644
index 0000000000..cb8a607ccf
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 38"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 38
+
+State Senate district 38 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/39.md b/data/jurisdictions/us/states/nm/districts/senate/39.md
new file mode 100644
index 0000000000..624fb784ed
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 39"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 39
+
+State Senate district 39 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/4.md b/data/jurisdictions/us/states/nm/districts/senate/4.md
new file mode 100644
index 0000000000..7d25645bdb
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 4"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 4
+
+State Senate district 4 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/40.md b/data/jurisdictions/us/states/nm/districts/senate/40.md
new file mode 100644
index 0000000000..e5dd081a6a
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 40"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 40
+
+State Senate district 40 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/41.md b/data/jurisdictions/us/states/nm/districts/senate/41.md
new file mode 100644
index 0000000000..f579f67f43
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 41"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 41
+
+State Senate district 41 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/42.md b/data/jurisdictions/us/states/nm/districts/senate/42.md
new file mode 100644
index 0000000000..4f5eaa6c1e
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 42"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 42
+
+State Senate district 42 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/5.md b/data/jurisdictions/us/states/nm/districts/senate/5.md
new file mode 100644
index 0000000000..32d8f386d6
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 5"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 5
+
+State Senate district 5 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/6.md b/data/jurisdictions/us/states/nm/districts/senate/6.md
new file mode 100644
index 0000000000..398b963687
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 6"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 6
+
+State Senate district 6 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/7.md b/data/jurisdictions/us/states/nm/districts/senate/7.md
new file mode 100644
index 0000000000..084a5e0805
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 7"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 7
+
+State Senate district 7 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/8.md b/data/jurisdictions/us/states/nm/districts/senate/8.md
new file mode 100644
index 0000000000..83ee0e98ff
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 8"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 8
+
+State Senate district 8 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/districts/senate/9.md b/data/jurisdictions/us/states/nm/districts/senate/9.md
new file mode 100644
index 0000000000..f9b7227ee1
--- /dev/null
+++ b/data/jurisdictions/us/states/nm/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NM Senate District 9"
+classification: state-senate-district
+state: "NM"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nm]
+timestamp: "2026-07-03"
+---
+
+# NM Senate District 9
+
+State Senate district 9 (NM).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nm/people/alan-martinez.md b/data/jurisdictions/us/states/nm/people/alan-martinez.md
index 15ae8f6345..068babf45b 100644
--- a/data/jurisdictions/us/states/nm/people/alan-martinez.md
+++ b/data/jurisdictions/us/states/nm/people/alan-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 23"
+represents: "us/states/nm/districts/house/23"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 23 (NM State House of Representatives District 23).
 
+Represents [NM State House of Representatives District 23](/us/states/nm/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/andi-reeb.md b/data/jurisdictions/us/states/nm/people/andi-reeb.md
index 988a8ef4e0..7358c481c9 100644
--- a/data/jurisdictions/us/states/nm/people/andi-reeb.md
+++ b/data/jurisdictions/us/states/nm/people/andi-reeb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 64"
+represents: "us/states/nm/districts/house/64"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 64 (NM State House of Representatives District 64).
 
+Represents [NM State House of Representatives District 64](/us/states/nm/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/andrea-romero.md b/data/jurisdictions/us/states/nm/people/andrea-romero.md
index 0dd1fa4872..35b3314538 100644
--- a/data/jurisdictions/us/states/nm/people/andrea-romero.md
+++ b/data/jurisdictions/us/states/nm/people/andrea-romero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 46"
+represents: "us/states/nm/districts/house/46"
 tenure:
   start: "2019-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 46 (NM State House of Representatives District 46).
 
+Represents [NM State House of Representatives District 46](/us/states/nm/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/andres-romero.md b/data/jurisdictions/us/states/nm/people/andres-romero.md
index d31e9d9a23..b51b331eab 100644
--- a/data/jurisdictions/us/states/nm/people/andres-romero.md
+++ b/data/jurisdictions/us/states/nm/people/andres-romero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 10"
+represents: "us/states/nm/districts/house/10"
 tenure:
   start: "2015-01-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 10 (NM State House of Representatives District 10).
 
+Represents [NM State House of Representatives District 10](/us/states/nm/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/angel-charley.md b/data/jurisdictions/us/states/nm/people/angel-charley.md
index a935e76759..5740552c01 100644
--- a/data/jurisdictions/us/states/nm/people/angel-charley.md
+++ b/data/jurisdictions/us/states/nm/people/angel-charley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 30"
+represents: "us/states/nm/districts/senate/30"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 30 (NM State Senate District 30).
 
+Represents [NM State Senate District 30](/us/states/nm/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/angelica-rubio.md b/data/jurisdictions/us/states/nm/people/angelica-rubio.md
index 32e888c8d3..90225e3058 100644
--- a/data/jurisdictions/us/states/nm/people/angelica-rubio.md
+++ b/data/jurisdictions/us/states/nm/people/angelica-rubio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 35"
+represents: "us/states/nm/districts/house/35"
 tenure:
   start: "2017-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 35 (NM State House of Representatives District 35).
 
+Represents [NM State House of Representatives District 35](/us/states/nm/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/angelita-mejia.md b/data/jurisdictions/us/states/nm/people/angelita-mejia.md
index 7394bd3122..356a307a7d 100644
--- a/data/jurisdictions/us/states/nm/people/angelita-mejia.md
+++ b/data/jurisdictions/us/states/nm/people/angelita-mejia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 58"
+represents: "us/states/nm/districts/house/58"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 58 (NM State House of Representatives District 58).
 
+Represents [NM State House of Representatives District 58](/us/states/nm/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/anita-gonzales.md b/data/jurisdictions/us/states/nm/people/anita-gonzales.md
index cb9a029f79..1b802d8c17 100644
--- a/data/jurisdictions/us/states/nm/people/anita-gonzales.md
+++ b/data/jurisdictions/us/states/nm/people/anita-gonzales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 70"
+represents: "us/states/nm/districts/house/70"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 70 (NM State House of Representatives District 70).
 
+Represents [NM State House of Representatives District 70](/us/states/nm/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/ant-thornton.md b/data/jurisdictions/us/states/nm/people/ant-thornton.md
index 0c14c639b5..e3e8d6a50b 100644
--- a/data/jurisdictions/us/states/nm/people/ant-thornton.md
+++ b/data/jurisdictions/us/states/nm/people/ant-thornton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 19"
+represents: "us/states/nm/districts/senate/19"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 19 (NM State Senate District 19).
 
+Represents [NM State Senate District 19](/us/states/nm/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/antoinette-sedillo-lopez.md b/data/jurisdictions/us/states/nm/people/antoinette-sedillo-lopez.md
index ad9ae53a27..9573786066 100644
--- a/data/jurisdictions/us/states/nm/people/antoinette-sedillo-lopez.md
+++ b/data/jurisdictions/us/states/nm/people/antoinette-sedillo-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 16"
+represents: "us/states/nm/districts/senate/16"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 16 (NM State Senate District 16).
 
+Represents [NM State Senate District 16](/us/states/nm/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/art-de-la-cruz.md b/data/jurisdictions/us/states/nm/people/art-de-la-cruz.md
index 970f5d6c83..8dbfc0ac8c 100644
--- a/data/jurisdictions/us/states/nm/people/art-de-la-cruz.md
+++ b/data/jurisdictions/us/states/nm/people/art-de-la-cruz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 12"
+represents: "us/states/nm/districts/house/12"
 tenure:
   start: "2022-02-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 12 (NM State House of Representatives District 12).
 
+Represents [NM State House of Representatives District 12](/us/states/nm/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/benny-shendo.md b/data/jurisdictions/us/states/nm/people/benny-shendo.md
index 3526133222..eb12b691a1 100644
--- a/data/jurisdictions/us/states/nm/people/benny-shendo.md
+++ b/data/jurisdictions/us/states/nm/people/benny-shendo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 22"
+represents: "us/states/nm/districts/senate/22"
 tenure:
   start: "2013-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 22 (NM State Senate District 22).
 
+Represents [NM State Senate District 22](/us/states/nm/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/bill-hall.md b/data/jurisdictions/us/states/nm/people/bill-hall.md
index 58fa1b515c..f4bbd064f0 100644
--- a/data/jurisdictions/us/states/nm/people/bill-hall.md
+++ b/data/jurisdictions/us/states/nm/people/bill-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 3"
+represents: "us/states/nm/districts/house/3"
 tenure:
   start: "2024-04-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 3 (NM State House of Representatives District 3).
 
+Represents [NM State House of Representatives District 3](/us/states/nm/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/bill-sharer.md b/data/jurisdictions/us/states/nm/people/bill-sharer.md
index a379151d51..104a2c6457 100644
--- a/data/jurisdictions/us/states/nm/people/bill-sharer.md
+++ b/data/jurisdictions/us/states/nm/people/bill-sharer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 1"
+represents: "us/states/nm/districts/senate/1"
 tenure:
   start: "2001-01-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 1 (NM State Senate District 1).
 
+Represents [NM State Senate District 1](/us/states/nm/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/bill-soules.md b/data/jurisdictions/us/states/nm/people/bill-soules.md
index 51a3eb2cb3..ade0195f16 100644
--- a/data/jurisdictions/us/states/nm/people/bill-soules.md
+++ b/data/jurisdictions/us/states/nm/people/bill-soules.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 37"
+represents: "us/states/nm/districts/senate/37"
 tenure:
   start: "2013-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 37 (NM State Senate District 37).
 
+Represents [NM State Senate District 37](/us/states/nm/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/bobby-gonzales.md b/data/jurisdictions/us/states/nm/people/bobby-gonzales.md
index 0ed4a7cc3a..2b8517a0a5 100644
--- a/data/jurisdictions/us/states/nm/people/bobby-gonzales.md
+++ b/data/jurisdictions/us/states/nm/people/bobby-gonzales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 6"
+represents: "us/states/nm/districts/senate/6"
 tenure:
   start: "2019-12-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 6 (NM State Senate District 6).
 
+Represents [NM State Senate District 6](/us/states/nm/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/brian-baca.md b/data/jurisdictions/us/states/nm/people/brian-baca.md
index 08d13b83fc..e20809b618 100644
--- a/data/jurisdictions/us/states/nm/people/brian-baca.md
+++ b/data/jurisdictions/us/states/nm/people/brian-baca.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 8"
+represents: "us/states/nm/districts/house/8"
 tenure:
   start: "2022-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 8 (NM State House of Representatives District 8).
 
+Represents [NM State House of Representatives District 8](/us/states/nm/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/candy-ezzell.md b/data/jurisdictions/us/states/nm/people/candy-ezzell.md
index 0d76bd0617..8be8b99ff2 100644
--- a/data/jurisdictions/us/states/nm/people/candy-ezzell.md
+++ b/data/jurisdictions/us/states/nm/people/candy-ezzell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 32"
+represents: "us/states/nm/districts/senate/32"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 32 (NM State Senate District 32).
 
+Represents [NM State Senate District 32](/us/states/nm/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/carrie-hamblen.md b/data/jurisdictions/us/states/nm/people/carrie-hamblen.md
index 06d7df74a7..6f3ed36b06 100644
--- a/data/jurisdictions/us/states/nm/people/carrie-hamblen.md
+++ b/data/jurisdictions/us/states/nm/people/carrie-hamblen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 38"
+represents: "us/states/nm/districts/senate/38"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 38 (NM State Senate District 38).
 
+Represents [NM State Senate District 38](/us/states/nm/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/catherine-cullen.md b/data/jurisdictions/us/states/nm/people/catherine-cullen.md
index 6762181577..d43cab97fc 100644
--- a/data/jurisdictions/us/states/nm/people/catherine-cullen.md
+++ b/data/jurisdictions/us/states/nm/people/catherine-cullen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 57"
+represents: "us/states/nm/districts/house/57"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 57 (NM State House of Representatives District 57).
 
+Represents [NM State House of Representatives District 57](/us/states/nm/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/cathrynn-brown.md b/data/jurisdictions/us/states/nm/people/cathrynn-brown.md
index 20d8bf500a..fd078adbe0 100644
--- a/data/jurisdictions/us/states/nm/people/cathrynn-brown.md
+++ b/data/jurisdictions/us/states/nm/people/cathrynn-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 55"
+represents: "us/states/nm/districts/house/55"
 tenure:
   start: "2011-01-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 55 (NM State House of Representatives District 55).
 
+Represents [NM State House of Representatives District 55](/us/states/nm/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/charlotte-little.md b/data/jurisdictions/us/states/nm/people/charlotte-little.md
index e66181a98a..120186fc15 100644
--- a/data/jurisdictions/us/states/nm/people/charlotte-little.md
+++ b/data/jurisdictions/us/states/nm/people/charlotte-little.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 68"
+represents: "us/states/nm/districts/house/68"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 68 (NM State House of Representatives District 68).
 
+Represents [NM State House of Representatives District 68](/us/states/nm/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/chris-chandler.md b/data/jurisdictions/us/states/nm/people/chris-chandler.md
index 3c45ea9949..e753a791a0 100644
--- a/data/jurisdictions/us/states/nm/people/chris-chandler.md
+++ b/data/jurisdictions/us/states/nm/people/chris-chandler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 43"
+represents: "us/states/nm/districts/house/43"
 tenure:
   start: "2019-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 43 (NM State House of Representatives District 43).
 
+Represents [NM State House of Representatives District 43](/us/states/nm/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/cindy-nava.md b/data/jurisdictions/us/states/nm/people/cindy-nava.md
index a24c2ebf50..1ebb1fac72 100644
--- a/data/jurisdictions/us/states/nm/people/cindy-nava.md
+++ b/data/jurisdictions/us/states/nm/people/cindy-nava.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 9"
+represents: "us/states/nm/districts/senate/9"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 9 (NM State Senate District 9).
 
+Represents [NM State Senate District 9](/us/states/nm/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/craig-brandt.md b/data/jurisdictions/us/states/nm/people/craig-brandt.md
index 3b897de2b3..9b25419566 100644
--- a/data/jurisdictions/us/states/nm/people/craig-brandt.md
+++ b/data/jurisdictions/us/states/nm/people/craig-brandt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 40"
+represents: "us/states/nm/districts/senate/40"
 tenure:
   start: "2013-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 40 (NM State Senate District 40).
 
+Represents [NM State Senate District 40](/us/states/nm/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/cristina-parajon.md b/data/jurisdictions/us/states/nm/people/cristina-parajon.md
index 6c4745820a..7b44e1d0b8 100644
--- a/data/jurisdictions/us/states/nm/people/cristina-parajon.md
+++ b/data/jurisdictions/us/states/nm/people/cristina-parajon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 25"
+represents: "us/states/nm/districts/house/25"
 tenure:
   start: "2023-08-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 25 (NM State House of Representatives District 25).
 
+Represents [NM State House of Representatives District 25](/us/states/nm/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/crystal-brantley.md b/data/jurisdictions/us/states/nm/people/crystal-brantley.md
index 06984ce450..ddd6a88f4b 100644
--- a/data/jurisdictions/us/states/nm/people/crystal-brantley.md
+++ b/data/jurisdictions/us/states/nm/people/crystal-brantley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 35"
+represents: "us/states/nm/districts/senate/35"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 35 (NM State Senate District 35).
 
+Represents [NM State Senate District 35](/us/states/nm/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/cynthia-borrego.md b/data/jurisdictions/us/states/nm/people/cynthia-borrego.md
index d2ba2dd37c..a51f0184f8 100644
--- a/data/jurisdictions/us/states/nm/people/cynthia-borrego.md
+++ b/data/jurisdictions/us/states/nm/people/cynthia-borrego.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 17"
+represents: "us/states/nm/districts/house/17"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 17 (NM State House of Representatives District 17).
 
+Represents [NM State House of Representatives District 17](/us/states/nm/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/david-gallegos.md b/data/jurisdictions/us/states/nm/people/david-gallegos.md
index 9e87afec32..4a4f56114b 100644
--- a/data/jurisdictions/us/states/nm/people/david-gallegos.md
+++ b/data/jurisdictions/us/states/nm/people/david-gallegos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 41"
+represents: "us/states/nm/districts/senate/41"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 41 (NM State Senate District 41).
 
+Represents [NM State Senate District 41](/us/states/nm/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/day-hochman-vigil.md b/data/jurisdictions/us/states/nm/people/day-hochman-vigil.md
index f0c69c9b7a..659cbf23ec 100644
--- a/data/jurisdictions/us/states/nm/people/day-hochman-vigil.md
+++ b/data/jurisdictions/us/states/nm/people/day-hochman-vigil.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 15"
+represents: "us/states/nm/districts/house/15"
 tenure:
   start: "2019-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 15 (NM State House of Representatives District 15).
 
+Represents [NM State House of Representatives District 15](/us/states/nm/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/debbie-o-malley.md b/data/jurisdictions/us/states/nm/people/debbie-o-malley.md
index 11576f27ac..7ec36a4dc1 100644
--- a/data/jurisdictions/us/states/nm/people/debbie-o-malley.md
+++ b/data/jurisdictions/us/states/nm/people/debbie-o-malley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 13"
+represents: "us/states/nm/districts/senate/13"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 13 (NM State Senate District 13).
 
+Represents [NM State Senate District 13](/us/states/nm/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/debbie-sarinana.md b/data/jurisdictions/us/states/nm/people/debbie-sarinana.md
index c808331a12..cdaf5e8b40 100644
--- a/data/jurisdictions/us/states/nm/people/debbie-sarinana.md
+++ b/data/jurisdictions/us/states/nm/people/debbie-sarinana.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 21"
+represents: "us/states/nm/districts/house/21"
 tenure:
   start: "2017-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 21 (NM State House of Representatives District 21).
 
+Represents [NM State House of Representatives District 21](/us/states/nm/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/derrick-lente.md b/data/jurisdictions/us/states/nm/people/derrick-lente.md
index 3a20f6e29d..3f5098509e 100644
--- a/data/jurisdictions/us/states/nm/people/derrick-lente.md
+++ b/data/jurisdictions/us/states/nm/people/derrick-lente.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 65"
+represents: "us/states/nm/districts/house/65"
 tenure:
   start: "2017-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 65 (NM State House of Representatives District 65).
 
+Represents [NM State House of Representatives District 65](/us/states/nm/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/diane-torres-velasquez.md b/data/jurisdictions/us/states/nm/people/diane-torres-velasquez.md
index a328b20cc6..2ed1b7a43f 100644
--- a/data/jurisdictions/us/states/nm/people/diane-torres-velasquez.md
+++ b/data/jurisdictions/us/states/nm/people/diane-torres-velasquez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 30"
+represents: "us/states/nm/districts/house/30"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 30 (NM State House of Representatives District 30).
 
+Represents [NM State House of Representatives District 30](/us/states/nm/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/doreen-gallegos.md b/data/jurisdictions/us/states/nm/people/doreen-gallegos.md
index aeaffa6203..688c24898a 100644
--- a/data/jurisdictions/us/states/nm/people/doreen-gallegos.md
+++ b/data/jurisdictions/us/states/nm/people/doreen-gallegos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 52"
+represents: "us/states/nm/districts/house/52"
 tenure:
   start: "2013-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 52 (NM State House of Representatives District 52).
 
+Represents [NM State House of Representatives District 52](/us/states/nm/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/elaine-sena-cortez.md b/data/jurisdictions/us/states/nm/people/elaine-sena-cortez.md
index 360cca8e6e..59ffa73747 100644
--- a/data/jurisdictions/us/states/nm/people/elaine-sena-cortez.md
+++ b/data/jurisdictions/us/states/nm/people/elaine-sena-cortez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 62"
+represents: "us/states/nm/districts/house/62"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 62 (NM State House of Representatives District 62).
 
+Represents [NM State House of Representatives District 62](/us/states/nm/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/eleanor-chavez.md b/data/jurisdictions/us/states/nm/people/eleanor-chavez.md
index be43c36fb4..79c7028627 100644
--- a/data/jurisdictions/us/states/nm/people/eleanor-chavez.md
+++ b/data/jurisdictions/us/states/nm/people/eleanor-chavez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 26"
+represents: "us/states/nm/districts/house/26"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 26 (NM State House of Representatives District 26).
 
+Represents [NM State House of Representatives District 26](/us/states/nm/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/gabriel-ramos.md b/data/jurisdictions/us/states/nm/people/gabriel-ramos.md
index 3f8510411a..d5f319d0a0 100644
--- a/data/jurisdictions/us/states/nm/people/gabriel-ramos.md
+++ b/data/jurisdictions/us/states/nm/people/gabriel-ramos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 28"
+represents: "us/states/nm/districts/senate/28"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 28 (NM State Senate District 28).
 
+Represents [NM State Senate District 28](/us/states/nm/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/gail-armstrong.md b/data/jurisdictions/us/states/nm/people/gail-armstrong.md
index add455122c..71307d6414 100644
--- a/data/jurisdictions/us/states/nm/people/gail-armstrong.md
+++ b/data/jurisdictions/us/states/nm/people/gail-armstrong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 49"
+represents: "us/states/nm/districts/house/49"
 tenure:
   start: "2017-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 49 (NM State House of Representatives District 49).
 
+Represents [NM State House of Representatives District 49](/us/states/nm/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/george-munoz.md b/data/jurisdictions/us/states/nm/people/george-munoz.md
index 542570814b..30ba831f46 100644
--- a/data/jurisdictions/us/states/nm/people/george-munoz.md
+++ b/data/jurisdictions/us/states/nm/people/george-munoz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 4"
+represents: "us/states/nm/districts/senate/4"
 tenure:
   start: "2009-01-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 4 (NM State Senate District 4).
 
+Represents [NM State Senate District 4](/us/states/nm/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/harlan-vincent.md b/data/jurisdictions/us/states/nm/people/harlan-vincent.md
index 6618ad162f..d356ee05ed 100644
--- a/data/jurisdictions/us/states/nm/people/harlan-vincent.md
+++ b/data/jurisdictions/us/states/nm/people/harlan-vincent.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 56"
+represents: "us/states/nm/districts/house/56"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 56 (NM State House of Representatives District 56).
 
+Represents [NM State House of Representatives District 56](/us/states/nm/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/harold-pope.md b/data/jurisdictions/us/states/nm/people/harold-pope.md
index 9cf78e70fe..7dbe124b2c 100644
--- a/data/jurisdictions/us/states/nm/people/harold-pope.md
+++ b/data/jurisdictions/us/states/nm/people/harold-pope.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 23"
+represents: "us/states/nm/districts/senate/23"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 23 (NM State Senate District 23).
 
+Represents [NM State Senate District 23](/us/states/nm/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/heather-berghmans.md b/data/jurisdictions/us/states/nm/people/heather-berghmans.md
index 78642f47d9..ba1f007b0f 100644
--- a/data/jurisdictions/us/states/nm/people/heather-berghmans.md
+++ b/data/jurisdictions/us/states/nm/people/heather-berghmans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 15"
+represents: "us/states/nm/districts/senate/15"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 15 (NM State Senate District 15).
 
+Represents [NM State Senate District 15](/us/states/nm/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/jack-chatfield.md b/data/jurisdictions/us/states/nm/people/jack-chatfield.md
index 2bb84d8b5a..c835574d37 100644
--- a/data/jurisdictions/us/states/nm/people/jack-chatfield.md
+++ b/data/jurisdictions/us/states/nm/people/jack-chatfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 67"
+represents: "us/states/nm/districts/house/67"
 tenure:
   start: "2019-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 67 (NM State House of Representatives District 67).
 
+Represents [NM State House of Representatives District 67](/us/states/nm/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/janelle-anyanonu.md b/data/jurisdictions/us/states/nm/people/janelle-anyanonu.md
index 9017def13c..2f09927ce3 100644
--- a/data/jurisdictions/us/states/nm/people/janelle-anyanonu.md
+++ b/data/jurisdictions/us/states/nm/people/janelle-anyanonu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 19"
+represents: "us/states/nm/districts/house/19"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 19 (NM State House of Representatives District 19).
 
+Represents [NM State House of Representatives District 19](/us/states/nm/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/javier-martinez.md b/data/jurisdictions/us/states/nm/people/javier-martinez.md
index 8e8f6130c9..e0921855c0 100644
--- a/data/jurisdictions/us/states/nm/people/javier-martinez.md
+++ b/data/jurisdictions/us/states/nm/people/javier-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 11"
+represents: "us/states/nm/districts/house/11"
 tenure:
   start: "2015-01-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 11 (NM State House of Representatives District 11).
 
+Represents [NM State House of Representatives District 11](/us/states/nm/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/jay-block.md b/data/jurisdictions/us/states/nm/people/jay-block.md
index 7eaa5ed5c7..8a5e0d3f1d 100644
--- a/data/jurisdictions/us/states/nm/people/jay-block.md
+++ b/data/jurisdictions/us/states/nm/people/jay-block.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 12"
+represents: "us/states/nm/districts/senate/12"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 12 (NM State Senate District 12).
 
+Represents [NM State Senate District 12](/us/states/nm/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/jeff-steinborn.md b/data/jurisdictions/us/states/nm/people/jeff-steinborn.md
index f3d58b2d24..92b4b7cfaa 100644
--- a/data/jurisdictions/us/states/nm/people/jeff-steinborn.md
+++ b/data/jurisdictions/us/states/nm/people/jeff-steinborn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 36"
+represents: "us/states/nm/districts/senate/36"
 tenure:
   start: "2017-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 36 (NM State Senate District 36).
 
+Represents [NM State Senate District 36](/us/states/nm/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/jenifer-jones.md b/data/jurisdictions/us/states/nm/people/jenifer-jones.md
index edee2b112e..fd723cb9b0 100644
--- a/data/jurisdictions/us/states/nm/people/jenifer-jones.md
+++ b/data/jurisdictions/us/states/nm/people/jenifer-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 32"
+represents: "us/states/nm/districts/house/32"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 32 (NM State House of Representatives District 32).
 
+Represents [NM State House of Representatives District 32](/us/states/nm/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/jim-townsend.md b/data/jurisdictions/us/states/nm/people/jim-townsend.md
index 73371f0ec5..c76a02d178 100644
--- a/data/jurisdictions/us/states/nm/people/jim-townsend.md
+++ b/data/jurisdictions/us/states/nm/people/jim-townsend.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 34"
+represents: "us/states/nm/districts/senate/34"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 34 (NM State Senate District 34).
 
+Represents [NM State Senate District 34](/us/states/nm/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/jimmy-mason.md b/data/jurisdictions/us/states/nm/people/jimmy-mason.md
index 42a5deb419..c2e14a7d98 100644
--- a/data/jurisdictions/us/states/nm/people/jimmy-mason.md
+++ b/data/jurisdictions/us/states/nm/people/jimmy-mason.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 66"
+represents: "us/states/nm/districts/house/66"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 66 (NM State House of Representatives District 66).
 
+Represents [NM State House of Representatives District 66](/us/states/nm/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/joanne-ferrary.md b/data/jurisdictions/us/states/nm/people/joanne-ferrary.md
index ad87f526f4..46524dd372 100644
--- a/data/jurisdictions/us/states/nm/people/joanne-ferrary.md
+++ b/data/jurisdictions/us/states/nm/people/joanne-ferrary.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 37"
+represents: "us/states/nm/districts/house/37"
 tenure:
   start: "2017-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 37 (NM State House of Representatives District 37).
 
+Represents [NM State House of Representatives District 37](/us/states/nm/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/joe-cervantes.md b/data/jurisdictions/us/states/nm/people/joe-cervantes.md
index ac6bd1b6f7..8625b5c305 100644
--- a/data/jurisdictions/us/states/nm/people/joe-cervantes.md
+++ b/data/jurisdictions/us/states/nm/people/joe-cervantes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 31"
+represents: "us/states/nm/districts/senate/31"
 tenure:
   start: "2013-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 31 (NM State Senate District 31).
 
+Represents [NM State Senate District 31](/us/states/nm/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/john-block.md b/data/jurisdictions/us/states/nm/people/john-block.md
index 6e94c2536a..229f21b687 100644
--- a/data/jurisdictions/us/states/nm/people/john-block.md
+++ b/data/jurisdictions/us/states/nm/people/john-block.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 51"
+represents: "us/states/nm/districts/house/51"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 51 (NM State House of Representatives District 51).
 
+Represents [NM State House of Representatives District 51](/us/states/nm/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/jon-henry.md b/data/jurisdictions/us/states/nm/people/jon-henry.md
index 828d7c14f4..3092c9f8da 100644
--- a/data/jurisdictions/us/states/nm/people/jon-henry.md
+++ b/data/jurisdictions/us/states/nm/people/jon-henry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 54"
+represents: "us/states/nm/districts/house/54"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 54 (NM State House of Representatives District 54).
 
+Represents [NM State House of Representatives District 54](/us/states/nm/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/joseph-hernandez.md b/data/jurisdictions/us/states/nm/people/joseph-hernandez.md
index dc1c92b4e5..82405aa94a 100644
--- a/data/jurisdictions/us/states/nm/people/joseph-hernandez.md
+++ b/data/jurisdictions/us/states/nm/people/joseph-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 4"
+represents: "us/states/nm/districts/house/4"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 4 (NM State House of Representatives District 4).
 
+Represents [NM State House of Representatives District 4](/us/states/nm/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/joseph-sanchez.md b/data/jurisdictions/us/states/nm/people/joseph-sanchez.md
index 40ed2ebf98..79c2545d55 100644
--- a/data/jurisdictions/us/states/nm/people/joseph-sanchez.md
+++ b/data/jurisdictions/us/states/nm/people/joseph-sanchez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 40"
+represents: "us/states/nm/districts/house/40"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 40 (NM State House of Representatives District 40).
 
+Represents [NM State House of Representatives District 40](/us/states/nm/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/josh-hernandez.md b/data/jurisdictions/us/states/nm/people/josh-hernandez.md
index b8bb5e8550..3a6dca4d49 100644
--- a/data/jurisdictions/us/states/nm/people/josh-hernandez.md
+++ b/data/jurisdictions/us/states/nm/people/josh-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 60"
+represents: "us/states/nm/districts/house/60"
 tenure:
   start: "2021-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 60 (NM State House of Representatives District 60).
 
+Represents [NM State House of Representatives District 60](/us/states/nm/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/joshua-sanchez.md b/data/jurisdictions/us/states/nm/people/joshua-sanchez.md
index 42bcc5f992..c8495d8c70 100644
--- a/data/jurisdictions/us/states/nm/people/joshua-sanchez.md
+++ b/data/jurisdictions/us/states/nm/people/joshua-sanchez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 29"
+represents: "us/states/nm/districts/senate/29"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 29 (NM State Senate District 29).
 
+Represents [NM State Senate District 29](/us/states/nm/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/joy-garratt.md b/data/jurisdictions/us/states/nm/people/joy-garratt.md
index f712af3354..d864d7beac 100644
--- a/data/jurisdictions/us/states/nm/people/joy-garratt.md
+++ b/data/jurisdictions/us/states/nm/people/joy-garratt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 29"
+represents: "us/states/nm/districts/house/29"
 tenure:
   start: "2019-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 29 (NM State House of Representatives District 29).
 
+Represents [NM State House of Representatives District 29](/us/states/nm/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/kathleen-cates.md b/data/jurisdictions/us/states/nm/people/kathleen-cates.md
index dc52cb8dde..09151454d0 100644
--- a/data/jurisdictions/us/states/nm/people/kathleen-cates.md
+++ b/data/jurisdictions/us/states/nm/people/kathleen-cates.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 44"
+represents: "us/states/nm/districts/house/44"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 44 (NM State House of Representatives District 44).
 
+Represents [NM State House of Representatives District 44](/us/states/nm/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/katy-duhigg.md b/data/jurisdictions/us/states/nm/people/katy-duhigg.md
index a20b284730..5b280cf5d2 100644
--- a/data/jurisdictions/us/states/nm/people/katy-duhigg.md
+++ b/data/jurisdictions/us/states/nm/people/katy-duhigg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 10"
+represents: "us/states/nm/districts/senate/10"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 10 (NM State Senate District 10).
 
+Represents [NM State Senate District 10](/us/states/nm/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/kristina-ortez.md b/data/jurisdictions/us/states/nm/people/kristina-ortez.md
index cc8ad1ef2f..b9767a1e4d 100644
--- a/data/jurisdictions/us/states/nm/people/kristina-ortez.md
+++ b/data/jurisdictions/us/states/nm/people/kristina-ortez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 42"
+represents: "us/states/nm/districts/house/42"
 tenure:
   start: "2021-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 42 (NM State House of Representatives District 42).
 
+Represents [NM State House of Representatives District 42](/us/states/nm/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/larry-scott.md b/data/jurisdictions/us/states/nm/people/larry-scott.md
index d4fda3d6f4..06db947dcf 100644
--- a/data/jurisdictions/us/states/nm/people/larry-scott.md
+++ b/data/jurisdictions/us/states/nm/people/larry-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 42"
+represents: "us/states/nm/districts/senate/42"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 42 (NM State Senate District 42).
 
+Represents [NM State Senate District 42](/us/states/nm/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/leo-jaramillo.md b/data/jurisdictions/us/states/nm/people/leo-jaramillo.md
index 317ee14202..a07684b200 100644
--- a/data/jurisdictions/us/states/nm/people/leo-jaramillo.md
+++ b/data/jurisdictions/us/states/nm/people/leo-jaramillo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 5"
+represents: "us/states/nm/districts/senate/5"
 tenure:
   start: "2020-12-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 5 (NM State Senate District 5).
 
+Represents [NM State Senate District 5](/us/states/nm/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/linda-lopez.md b/data/jurisdictions/us/states/nm/people/linda-lopez.md
index 0b19ccf19f..428f90f367 100644
--- a/data/jurisdictions/us/states/nm/people/linda-lopez.md
+++ b/data/jurisdictions/us/states/nm/people/linda-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 11"
+represents: "us/states/nm/districts/senate/11"
 tenure:
   start: "1997-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 11 (NM State Senate District 11).
 
+Represents [NM State Senate District 11](/us/states/nm/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/linda-serrato.md b/data/jurisdictions/us/states/nm/people/linda-serrato.md
index 611965b2b0..82b41e8004 100644
--- a/data/jurisdictions/us/states/nm/people/linda-serrato.md
+++ b/data/jurisdictions/us/states/nm/people/linda-serrato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 45"
+represents: "us/states/nm/districts/house/45"
 tenure:
   start: "2020-10-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 45 (NM State House of Representatives District 45).
 
+Represents [NM State House of Representatives District 45](/us/states/nm/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/linda-trujillo.md b/data/jurisdictions/us/states/nm/people/linda-trujillo.md
index aabfb5d99f..2b2b36ed11 100644
--- a/data/jurisdictions/us/states/nm/people/linda-trujillo.md
+++ b/data/jurisdictions/us/states/nm/people/linda-trujillo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 24"
+represents: "us/states/nm/districts/senate/24"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 24 (NM State Senate District 24).
 
+Represents [NM State Senate District 24](/us/states/nm/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/liz-stefanics.md b/data/jurisdictions/us/states/nm/people/liz-stefanics.md
index 91d754ca29..9a03bb2ffe 100644
--- a/data/jurisdictions/us/states/nm/people/liz-stefanics.md
+++ b/data/jurisdictions/us/states/nm/people/liz-stefanics.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 39"
+represents: "us/states/nm/districts/senate/39"
 tenure:
   start: "2017-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 39 (NM State Senate District 39).
 
+Represents [NM State Senate District 39](/us/states/nm/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/liz-thomson.md b/data/jurisdictions/us/states/nm/people/liz-thomson.md
index 42be471ab3..50b85e5432 100644
--- a/data/jurisdictions/us/states/nm/people/liz-thomson.md
+++ b/data/jurisdictions/us/states/nm/people/liz-thomson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 24"
+represents: "us/states/nm/districts/house/24"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 24 (NM State House of Representatives District 24).
 
+Represents [NM State House of Representatives District 24](/us/states/nm/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/luis-terrazas.md b/data/jurisdictions/us/states/nm/people/luis-terrazas.md
index 258af5dc11..7c25c776f5 100644
--- a/data/jurisdictions/us/states/nm/people/luis-terrazas.md
+++ b/data/jurisdictions/us/states/nm/people/luis-terrazas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 39"
+represents: "us/states/nm/districts/house/39"
 tenure:
   start: "2021-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 39 (NM State House of Representatives District 39).
 
+Represents [NM State House of Representatives District 39](/us/states/nm/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/marian-matthews.md b/data/jurisdictions/us/states/nm/people/marian-matthews.md
index 89a1bd9cc1..d2b4280537 100644
--- a/data/jurisdictions/us/states/nm/people/marian-matthews.md
+++ b/data/jurisdictions/us/states/nm/people/marian-matthews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 27"
+represents: "us/states/nm/districts/house/27"
 tenure:
   start: "2020-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 27 (NM State House of Representatives District 27).
 
+Represents [NM State House of Representatives District 27](/us/states/nm/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/marianna-anaya.md b/data/jurisdictions/us/states/nm/people/marianna-anaya.md
index 2a6bf1969e..d4746f1ef3 100644
--- a/data/jurisdictions/us/states/nm/people/marianna-anaya.md
+++ b/data/jurisdictions/us/states/nm/people/marianna-anaya.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 18"
+represents: "us/states/nm/districts/house/18"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 18 (NM State House of Representatives District 18).
 
+Represents [NM State House of Representatives District 18](/us/states/nm/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/mark-duncan.md b/data/jurisdictions/us/states/nm/people/mark-duncan.md
index cdebbc493b..79c317002e 100644
--- a/data/jurisdictions/us/states/nm/people/mark-duncan.md
+++ b/data/jurisdictions/us/states/nm/people/mark-duncan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 2"
+represents: "us/states/nm/districts/house/2"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 2 (NM State House of Representatives District 2).
 
+Represents [NM State House of Representatives District 2](/us/states/nm/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/mark-murphy.md b/data/jurisdictions/us/states/nm/people/mark-murphy.md
index bfa7dac4d6..1ed21bde57 100644
--- a/data/jurisdictions/us/states/nm/people/mark-murphy.md
+++ b/data/jurisdictions/us/states/nm/people/mark-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 59"
+represents: "us/states/nm/districts/house/59"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 59 (NM State House of Representatives District 59).
 
+Represents [NM State House of Representatives District 59](/us/states/nm/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/martha-garcia.md b/data/jurisdictions/us/states/nm/people/martha-garcia.md
index 77d7c07324..07052e749a 100644
--- a/data/jurisdictions/us/states/nm/people/martha-garcia.md
+++ b/data/jurisdictions/us/states/nm/people/martha-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 6"
+represents: "us/states/nm/districts/house/6"
 tenure:
   start: "2025-02-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 6 (NM State House of Representatives District 6).
 
+Represents [NM State House of Representatives District 6](/us/states/nm/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/martin-hickey.md b/data/jurisdictions/us/states/nm/people/martin-hickey.md
index 54e5c17ed5..633f01755e 100644
--- a/data/jurisdictions/us/states/nm/people/martin-hickey.md
+++ b/data/jurisdictions/us/states/nm/people/martin-hickey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 20"
+represents: "us/states/nm/districts/senate/20"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 20 (NM State Senate District 20).
 
+Represents [NM State Senate District 20](/us/states/nm/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/martin-zamora.md b/data/jurisdictions/us/states/nm/people/martin-zamora.md
index e45ea70c3e..b1a5669ab3 100644
--- a/data/jurisdictions/us/states/nm/people/martin-zamora.md
+++ b/data/jurisdictions/us/states/nm/people/martin-zamora.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 63"
+represents: "us/states/nm/districts/house/63"
 tenure:
   start: "2019-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 63 (NM State House of Representatives District 63).
 
+Represents [NM State House of Representatives District 63](/us/states/nm/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/matthew-mcqueen.md b/data/jurisdictions/us/states/nm/people/matthew-mcqueen.md
index c3cb812c98..2c6cf34777 100644
--- a/data/jurisdictions/us/states/nm/people/matthew-mcqueen.md
+++ b/data/jurisdictions/us/states/nm/people/matthew-mcqueen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 50"
+represents: "us/states/nm/districts/house/50"
 tenure:
   start: "2015-01-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 50 (NM State House of Representatives District 50).
 
+Represents [NM State House of Representatives District 50](/us/states/nm/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/meredith-dixon.md b/data/jurisdictions/us/states/nm/people/meredith-dixon.md
index aeda10b96f..59427e2754 100644
--- a/data/jurisdictions/us/states/nm/people/meredith-dixon.md
+++ b/data/jurisdictions/us/states/nm/people/meredith-dixon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 20"
+represents: "us/states/nm/districts/house/20"
 tenure:
   start: "2021-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 20 (NM State House of Representatives District 20).
 
+Represents [NM State House of Representatives District 20](/us/states/nm/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/micaela-cadena.md b/data/jurisdictions/us/states/nm/people/micaela-cadena.md
index bf7e6cb287..183d9db0e5 100644
--- a/data/jurisdictions/us/states/nm/people/micaela-cadena.md
+++ b/data/jurisdictions/us/states/nm/people/micaela-cadena.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 33"
+represents: "us/states/nm/districts/house/33"
 tenure:
   start: "2019-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 33 (NM State House of Representatives District 33).
 
+Represents [NM State House of Representatives District 33](/us/states/nm/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/michael-padilla.md b/data/jurisdictions/us/states/nm/people/michael-padilla.md
index 9963a45097..40e11bc65d 100644
--- a/data/jurisdictions/us/states/nm/people/michael-padilla.md
+++ b/data/jurisdictions/us/states/nm/people/michael-padilla.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 14"
+represents: "us/states/nm/districts/senate/14"
 tenure:
   start: "2013-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 14 (NM State Senate District 14).
 
+Represents [NM State Senate District 14](/us/states/nm/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/miguel-garcia.md b/data/jurisdictions/us/states/nm/people/miguel-garcia.md
index d5146cc981..6baba32839 100644
--- a/data/jurisdictions/us/states/nm/people/miguel-garcia.md
+++ b/data/jurisdictions/us/states/nm/people/miguel-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 14"
+represents: "us/states/nm/districts/house/14"
 tenure:
   start: "1997-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 14 (NM State House of Representatives District 14).
 
+Represents [NM State House of Representatives District 14](/us/states/nm/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/mimi-stewart.md b/data/jurisdictions/us/states/nm/people/mimi-stewart.md
index 9505679b54..3918467b28 100644
--- a/data/jurisdictions/us/states/nm/people/mimi-stewart.md
+++ b/data/jurisdictions/us/states/nm/people/mimi-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 17"
+represents: "us/states/nm/districts/senate/17"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 17 (NM State Senate District 17).
 
+Represents [NM State Senate District 17](/us/states/nm/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/moe-maestas.md b/data/jurisdictions/us/states/nm/people/moe-maestas.md
index bf14c56b96..ef1d315359 100644
--- a/data/jurisdictions/us/states/nm/people/moe-maestas.md
+++ b/data/jurisdictions/us/states/nm/people/moe-maestas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 26"
+represents: "us/states/nm/districts/senate/26"
 tenure:
   start: "2022-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 26 (NM State Senate District 26).
 
+Represents [NM State Senate District 26](/us/states/nm/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/natalie-figueroa.md b/data/jurisdictions/us/states/nm/people/natalie-figueroa.md
index 2ba62e40b8..4331667ce8 100644
--- a/data/jurisdictions/us/states/nm/people/natalie-figueroa.md
+++ b/data/jurisdictions/us/states/nm/people/natalie-figueroa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 18"
+represents: "us/states/nm/districts/senate/18"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 18 (NM State Senate District 18).
 
+Represents [NM State Senate District 18](/us/states/nm/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/nathan-small.md b/data/jurisdictions/us/states/nm/people/nathan-small.md
index bdcd6d0035..c616c41528 100644
--- a/data/jurisdictions/us/states/nm/people/nathan-small.md
+++ b/data/jurisdictions/us/states/nm/people/nathan-small.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 36"
+represents: "us/states/nm/districts/house/36"
 tenure:
   start: "2017-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 36 (NM State House of Representatives District 36).
 
+Represents [NM State House of Representatives District 36](/us/states/nm/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/nicole-chavez.md b/data/jurisdictions/us/states/nm/people/nicole-chavez.md
index ce9a17daf3..acc460bfc3 100644
--- a/data/jurisdictions/us/states/nm/people/nicole-chavez.md
+++ b/data/jurisdictions/us/states/nm/people/nicole-chavez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 31"
+represents: "us/states/nm/districts/house/31"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 31 (NM State House of Representatives District 31).
 
+Represents [NM State House of Representatives District 31](/us/states/nm/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/nicole-tobiassen.md b/data/jurisdictions/us/states/nm/people/nicole-tobiassen.md
index 6d3fcce137..ca8c074c85 100644
--- a/data/jurisdictions/us/states/nm/people/nicole-tobiassen.md
+++ b/data/jurisdictions/us/states/nm/people/nicole-tobiassen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 21"
+represents: "us/states/nm/districts/senate/21"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 21 (NM State Senate District 21).
 
+Represents [NM State Senate District 21](/us/states/nm/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/pamelya-herndon.md b/data/jurisdictions/us/states/nm/people/pamelya-herndon.md
index 4650c46c59..99d9c02eee 100644
--- a/data/jurisdictions/us/states/nm/people/pamelya-herndon.md
+++ b/data/jurisdictions/us/states/nm/people/pamelya-herndon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 28"
+represents: "us/states/nm/districts/house/28"
 tenure:
   start: "2021-06-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 28 (NM State House of Representatives District 28).
 
+Represents [NM State House of Representatives District 28](/us/states/nm/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/pat-boone.md b/data/jurisdictions/us/states/nm/people/pat-boone.md
index 43a3562260..40b6e706d9 100644
--- a/data/jurisdictions/us/states/nm/people/pat-boone.md
+++ b/data/jurisdictions/us/states/nm/people/pat-boone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 27"
+represents: "us/states/nm/districts/senate/27"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 27 (NM State Senate District 27).
 
+Represents [NM State Senate District 27](/us/states/nm/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/pat-roybal-caballero.md b/data/jurisdictions/us/states/nm/people/pat-roybal-caballero.md
index 77f956e2dc..6b09396aec 100644
--- a/data/jurisdictions/us/states/nm/people/pat-roybal-caballero.md
+++ b/data/jurisdictions/us/states/nm/people/pat-roybal-caballero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 13"
+represents: "us/states/nm/districts/house/13"
 tenure:
   start: "2013-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 13 (NM State House of Representatives District 13).
 
+Represents [NM State House of Representatives District 13](/us/states/nm/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/pat-woods.md b/data/jurisdictions/us/states/nm/people/pat-woods.md
index b11546f18d..d2d70623ef 100644
--- a/data/jurisdictions/us/states/nm/people/pat-woods.md
+++ b/data/jurisdictions/us/states/nm/people/pat-woods.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 7"
+represents: "us/states/nm/districts/senate/7"
 tenure:
   start: "2012-10-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 7 (NM State Senate District 7).
 
+Represents [NM State Senate District 7](/us/states/nm/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/patty-lundstrom.md b/data/jurisdictions/us/states/nm/people/patty-lundstrom.md
index dfc051ea22..c89ff62e49 100644
--- a/data/jurisdictions/us/states/nm/people/patty-lundstrom.md
+++ b/data/jurisdictions/us/states/nm/people/patty-lundstrom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 9"
+represents: "us/states/nm/districts/house/9"
 tenure:
   start: "2003-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 9 (NM State House of Representatives District 9).
 
+Represents [NM State House of Representatives District 9](/us/states/nm/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/paulene-abeyta.md b/data/jurisdictions/us/states/nm/people/paulene-abeyta.md
index df9c4f2557..0d94cf014b 100644
--- a/data/jurisdictions/us/states/nm/people/paulene-abeyta.md
+++ b/data/jurisdictions/us/states/nm/people/paulene-abeyta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 69"
+represents: "us/states/nm/districts/house/69"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 69 (NM State House of Representatives District 69).
 
+Represents [NM State House of Representatives District 69](/us/states/nm/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/pete-campos.md b/data/jurisdictions/us/states/nm/people/pete-campos.md
index d38b0663ea..f088a72d99 100644
--- a/data/jurisdictions/us/states/nm/people/pete-campos.md
+++ b/data/jurisdictions/us/states/nm/people/pete-campos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 8"
+represents: "us/states/nm/districts/senate/8"
 tenure:
   start: "1991-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 8 (NM State Senate District 8).
 
+Represents [NM State Senate District 8](/us/states/nm/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/peter-wirth.md b/data/jurisdictions/us/states/nm/people/peter-wirth.md
index d36d59ce58..194b321882 100644
--- a/data/jurisdictions/us/states/nm/people/peter-wirth.md
+++ b/data/jurisdictions/us/states/nm/people/peter-wirth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 25"
+represents: "us/states/nm/districts/senate/25"
 tenure:
   start: "2009-01-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 25 (NM State Senate District 25).
 
+Represents [NM State Senate District 25](/us/states/nm/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/randy-pettigrew.md b/data/jurisdictions/us/states/nm/people/randy-pettigrew.md
index 8f4c3a8cb0..e38ce2708e 100644
--- a/data/jurisdictions/us/states/nm/people/randy-pettigrew.md
+++ b/data/jurisdictions/us/states/nm/people/randy-pettigrew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 61"
+represents: "us/states/nm/districts/house/61"
 tenure:
   start: "2021-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 61 (NM State House of Representatives District 61).
 
+Represents [NM State House of Representatives District 61](/us/states/nm/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/ray-lara.md b/data/jurisdictions/us/states/nm/people/ray-lara.md
index bc91f4fd7b..bbc614b718 100644
--- a/data/jurisdictions/us/states/nm/people/ray-lara.md
+++ b/data/jurisdictions/us/states/nm/people/ray-lara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 34"
+represents: "us/states/nm/districts/house/34"
 tenure:
   start: "2019-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 34 (NM State House of Representatives District 34).
 
+Represents [NM State House of Representatives District 34](/us/states/nm/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/rebecca-dow.md b/data/jurisdictions/us/states/nm/people/rebecca-dow.md
index 8aacca7763..aac5c5c5ad 100644
--- a/data/jurisdictions/us/states/nm/people/rebecca-dow.md
+++ b/data/jurisdictions/us/states/nm/people/rebecca-dow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 38"
+represents: "us/states/nm/districts/house/38"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 38 (NM State House of Representatives District 38).
 
+Represents [NM State House of Representatives District 38](/us/states/nm/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/reena-szczepanski.md b/data/jurisdictions/us/states/nm/people/reena-szczepanski.md
index 309480ddbd..1224f71929 100644
--- a/data/jurisdictions/us/states/nm/people/reena-szczepanski.md
+++ b/data/jurisdictions/us/states/nm/people/reena-szczepanski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 47"
+represents: "us/states/nm/districts/house/47"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 47 (NM State House of Representatives District 47).
 
+Represents [NM State House of Representatives District 47](/us/states/nm/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/rex-wilson.md b/data/jurisdictions/us/states/nm/people/rex-wilson.md
index 0420f9c367..d54c480811 100644
--- a/data/jurisdictions/us/states/nm/people/rex-wilson.md
+++ b/data/jurisdictions/us/states/nm/people/rex-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 33"
+represents: "us/states/nm/districts/senate/33"
 tenure:
   start: "2026-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 33 (NM State Senate District 33).
 
+Represents [NM State Senate District 33](/us/states/nm/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/rod-montoya.md b/data/jurisdictions/us/states/nm/people/rod-montoya.md
index 22851e5e3f..f912873c3d 100644
--- a/data/jurisdictions/us/states/nm/people/rod-montoya.md
+++ b/data/jurisdictions/us/states/nm/people/rod-montoya.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 1"
+represents: "us/states/nm/districts/house/1"
 tenure:
   start: "2015-01-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 1 (NM State House of Representatives District 1).
 
+Represents [NM State House of Representatives District 1](/us/states/nm/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/sarah-silva.md b/data/jurisdictions/us/states/nm/people/sarah-silva.md
index efc95bd04d..d15fd97d30 100644
--- a/data/jurisdictions/us/states/nm/people/sarah-silva.md
+++ b/data/jurisdictions/us/states/nm/people/sarah-silva.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 53"
+represents: "us/states/nm/districts/house/53"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 53 (NM State House of Representatives District 53).
 
+Represents [NM State House of Representatives District 53](/us/states/nm/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/shannon-pinto.md b/data/jurisdictions/us/states/nm/people/shannon-pinto.md
index 363db2cf44..1ad1224abd 100644
--- a/data/jurisdictions/us/states/nm/people/shannon-pinto.md
+++ b/data/jurisdictions/us/states/nm/people/shannon-pinto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 3"
+represents: "us/states/nm/districts/senate/3"
 tenure:
   start: "2019-07-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 3 (NM State Senate District 3).
 
+Represents [NM State Senate District 3](/us/states/nm/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/stefani-lord.md b/data/jurisdictions/us/states/nm/people/stefani-lord.md
index aa5142ed70..98956bd661 100644
--- a/data/jurisdictions/us/states/nm/people/stefani-lord.md
+++ b/data/jurisdictions/us/states/nm/people/stefani-lord.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 22"
+represents: "us/states/nm/districts/house/22"
 tenure:
   start: "2021-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 22 (NM State House of Representatives District 22).
 
+Represents [NM State House of Representatives District 22](/us/states/nm/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/steve-lanier.md b/data/jurisdictions/us/states/nm/people/steve-lanier.md
index f4d42c02a0..4bc108b77e 100644
--- a/data/jurisdictions/us/states/nm/people/steve-lanier.md
+++ b/data/jurisdictions/us/states/nm/people/steve-lanier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State Senate District 2"
+represents: "us/states/nm/districts/senate/2"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM Senate District 2 (NM State Senate District 2).
 
+Represents [NM State Senate District 2](/us/states/nm/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/susan-herrera.md b/data/jurisdictions/us/states/nm/people/susan-herrera.md
index f9e60fbe37..e733094f39 100644
--- a/data/jurisdictions/us/states/nm/people/susan-herrera.md
+++ b/data/jurisdictions/us/states/nm/people/susan-herrera.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 41"
+represents: "us/states/nm/districts/house/41"
 tenure:
   start: "2019-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 41 (NM State House of Representatives District 41).
 
+Represents [NM State House of Representatives District 41](/us/states/nm/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/tanya-moya.md b/data/jurisdictions/us/states/nm/people/tanya-moya.md
index d61b90f58a..9db1678adb 100644
--- a/data/jurisdictions/us/states/nm/people/tanya-moya.md
+++ b/data/jurisdictions/us/states/nm/people/tanya-moya.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 7"
+represents: "us/states/nm/districts/house/7"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 7 (NM State House of Representatives District 7).
 
+Represents [NM State House of Representatives District 7](/us/states/nm/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/tara-lujan.md b/data/jurisdictions/us/states/nm/people/tara-lujan.md
index cb4cebed42..db627f3b7d 100644
--- a/data/jurisdictions/us/states/nm/people/tara-lujan.md
+++ b/data/jurisdictions/us/states/nm/people/tara-lujan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 48"
+represents: "us/states/nm/districts/house/48"
 tenure:
   start: "2020-07-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 48 (NM State House of Representatives District 48).
 
+Represents [NM State House of Representatives District 48](/us/states/nm/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/wonda-johnson.md b/data/jurisdictions/us/states/nm/people/wonda-johnson.md
index 4ec9c1d460..19ba6bf812 100644
--- a/data/jurisdictions/us/states/nm/people/wonda-johnson.md
+++ b/data/jurisdictions/us/states/nm/people/wonda-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 5"
+represents: "us/states/nm/districts/house/5"
 tenure:
   start: "2015-01-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 5 (NM State House of Representatives District 5).
 
+Represents [NM State House of Representatives District 5](/us/states/nm/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nm/people/yanira-gurrola.md b/data/jurisdictions/us/states/nm/people/yanira-gurrola.md
index f2e54e41c3..8f5ed7f31f 100644
--- a/data/jurisdictions/us/states/nm/people/yanira-gurrola.md
+++ b/data/jurisdictions/us/states/nm/people/yanira-gurrola.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NM"
 district: "NM State House of Representatives District 16"
+represents: "us/states/nm/districts/house/16"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NM House District 16 (NM State House of Representatives District 16).
 
+Represents [NM State House of Representatives District 16](/us/states/nm/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/counties/carson-city/index.md b/data/jurisdictions/us/states/nv/counties/carson-city/index.md
index f718b1863a..532ea12104 100644
--- a/data/jurisdictions/us/states/nv/counties/carson-city/index.md
+++ b/data/jurisdictions/us/states/nv/counties/carson-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1267
   hispanic: 15385
   bachelors_plus: 13886
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nv/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nv/districts/house/40"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 15385 |
 | Bachelor's or higher | 13886 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 100% (congressional)
+- [NV Senate District 16](/us/states/nv/districts/senate/16.md) — 100% (state senate)
+- [NV House District 40](/us/states/nv/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/churchill/index.md b/data/jurisdictions/us/states/nv/counties/churchill/index.md
index 75a32d751e..feda8e09b2 100644
--- a/data/jurisdictions/us/states/nv/counties/churchill/index.md
+++ b/data/jurisdictions/us/states/nv/counties/churchill/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 925
   hispanic: 3928
   bachelors_plus: 3996
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 0.9863
+  - to: "us/states/nv/districts/04"
+    rel: in-district
+    area_weight: 0.0137
+  - to: "us/states/nv/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/house/38"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3928 |
 | Bachelor's or higher | 3996 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 99% (congressional)
+- [NV-04](/us/states/nv/districts/04.md) — 1% (congressional)
+- [NV Senate District 17](/us/states/nv/districts/senate/17.md) — 100% (state senate)
+- [NV House District 38](/us/states/nv/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/clark/index.md b/data/jurisdictions/us/states/nv/counties/clark/index.md
index 8778247e72..6b6015fee2 100644
--- a/data/jurisdictions/us/states/nv/counties/clark/index.md
+++ b/data/jurisdictions/us/states/nv/counties/clark/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 27274
   hispanic: 742075
   bachelors_plus: 606317
+districts:
+  - to: "us/states/nv/districts/04"
+    rel: in-district
+    area_weight: 0.6235
+  - to: "us/states/nv/districts/03"
+    rel: in-district
+    area_weight: 0.2495
+  - to: "us/states/nv/districts/01"
+    rel: in-district
+    area_weight: 0.1254
+  - to: "us/states/nv/districts/senate/20"
+    rel: in-district
+    area_weight: 0.5383
+  - to: "us/states/nv/districts/senate/19"
+    rel: in-district
+    area_weight: 0.4007
+  - to: "us/states/nv/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0087
+  - to: "us/states/nv/districts/senate/11"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/nv/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0054
+  - to: "us/states/nv/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0053
+  - to: "us/states/nv/districts/house/36"
+    rel: in-district
+    area_weight: 0.4006
+  - to: "us/states/nv/districts/house/19"
+    rel: in-district
+    area_weight: 0.3345
+  - to: "us/states/nv/districts/house/23"
+    rel: in-district
+    area_weight: 0.2039
+  - to: "us/states/nv/districts/house/12"
+    rel: in-district
+    area_weight: 0.0077
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 742075 |
 | Bachelor's or higher | 606317 |
 
+## Districts
+
+- [NV-04](/us/states/nv/districts/04.md) — 62% (congressional)
+- [NV-03](/us/states/nv/districts/03.md) — 25% (congressional)
+- [NV-01](/us/states/nv/districts/01.md) — 13% (congressional)
+- [NV Senate District 20](/us/states/nv/districts/senate/20.md) — 54% (state senate)
+- [NV Senate District 19](/us/states/nv/districts/senate/19.md) — 40% (state senate)
+- [NV Senate District 21](/us/states/nv/districts/senate/21.md) — 1% (state senate)
+- [NV Senate District 11](/us/states/nv/districts/senate/11.md) — 1% (state senate)
+- [NV Senate District 1](/us/states/nv/districts/senate/1.md) — 1% (state senate)
+- [NV Senate District 10](/us/states/nv/districts/senate/10.md) — 1% (state senate)
+- [NV House District 36](/us/states/nv/districts/house/36.md) — 40% (state house)
+- [NV House District 19](/us/states/nv/districts/house/19.md) — 33% (state house)
+- [NV House District 23](/us/states/nv/districts/house/23.md) — 20% (state house)
+- [NV House District 12](/us/states/nv/districts/house/12.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/douglas/index.md b/data/jurisdictions/us/states/nv/counties/douglas/index.md
index 3c4bc1d7b7..4e31e1c5d1 100644
--- a/data/jurisdictions/us/states/nv/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/nv/counties/douglas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 775
   hispanic: 6449
   bachelors_plus: 16782
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/house/39"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6449 |
 | Bachelor's or higher | 16782 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 100% (congressional)
+- [NV Senate District 17](/us/states/nv/districts/senate/17.md) — 100% (state senate)
+- [NV House District 39](/us/states/nv/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/elko/index.md b/data/jurisdictions/us/states/nv/counties/elko/index.md
index 84287cb9bb..b255b6ee3f 100644
--- a/data/jurisdictions/us/states/nv/counties/elko/index.md
+++ b/data/jurisdictions/us/states/nv/counties/elko/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2441
   hispanic: 14063
   bachelors_plus: 8410
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/senate/19"
+    rel: in-district
+    area_weight: 0.7977
+  - to: "us/states/nv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2022
+  - to: "us/states/nv/districts/house/33"
+    rel: in-district
+    area_weight: 0.7977
+  - to: "us/states/nv/districts/house/32"
+    rel: in-district
+    area_weight: 0.2022
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 14063 |
 | Bachelor's or higher | 8410 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 100% (congressional)
+- [NV Senate District 19](/us/states/nv/districts/senate/19.md) — 80% (state senate)
+- [NV Senate District 14](/us/states/nv/districts/senate/14.md) — 20% (state senate)
+- [NV House District 33](/us/states/nv/districts/house/33.md) — 80% (state house)
+- [NV House District 32](/us/states/nv/districts/house/32.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/esmeralda/index.md b/data/jurisdictions/us/states/nv/counties/esmeralda/index.md
index 715518af38..2643ff248f 100644
--- a/data/jurisdictions/us/states/nv/counties/esmeralda/index.md
+++ b/data/jurisdictions/us/states/nv/counties/esmeralda/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 324
   bachelors_plus: 245
+districts:
+  - to: "us/states/nv/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nv/districts/house/38"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 324 |
 | Bachelor's or higher | 245 |
 
+## Districts
+
+- [NV-04](/us/states/nv/districts/04.md) — 100% (congressional)
+- [NV Senate District 17](/us/states/nv/districts/senate/17.md) — 100% (state senate)
+- [NV House District 38](/us/states/nv/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/eureka/index.md b/data/jurisdictions/us/states/nv/counties/eureka/index.md
index 147e1fa7fe..40ff8fc41d 100644
--- a/data/jurisdictions/us/states/nv/counties/eureka/index.md
+++ b/data/jurisdictions/us/states/nv/counties/eureka/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 76
   hispanic: 86
   bachelors_plus: 252
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nv/districts/senate/19"
+    rel: in-district
+    area_weight: 0.8741
+  - to: "us/states/nv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.1259
+  - to: "us/states/nv/districts/house/33"
+    rel: in-district
+    area_weight: 0.8741
+  - to: "us/states/nv/districts/house/32"
+    rel: in-district
+    area_weight: 0.1259
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 86 |
 | Bachelor's or higher | 252 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 100% (congressional)
+- [NV Senate District 19](/us/states/nv/districts/senate/19.md) — 87% (state senate)
+- [NV Senate District 14](/us/states/nv/districts/senate/14.md) — 13% (state senate)
+- [NV House District 33](/us/states/nv/districts/house/33.md) — 87% (state house)
+- [NV House District 32](/us/states/nv/districts/house/32.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/humboldt/index.md b/data/jurisdictions/us/states/nv/counties/humboldt/index.md
index 7d47e65339..3ec1109971 100644
--- a/data/jurisdictions/us/states/nv/counties/humboldt/index.md
+++ b/data/jurisdictions/us/states/nv/counties/humboldt/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 553
   hispanic: 4720
   bachelors_plus: 2708
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/house/32"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4720 |
 | Bachelor's or higher | 2708 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 100% (congressional)
+- [NV Senate District 14](/us/states/nv/districts/senate/14.md) — 100% (state senate)
+- [NV House District 32](/us/states/nv/districts/house/32.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/lander/index.md b/data/jurisdictions/us/states/nv/counties/lander/index.md
index 5016ed3888..362c17b256 100644
--- a/data/jurisdictions/us/states/nv/counties/lander/index.md
+++ b/data/jurisdictions/us/states/nv/counties/lander/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 186
   hispanic: 971
   bachelors_plus: 1126
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/house/32"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 971 |
 | Bachelor's or higher | 1126 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 100% (congressional)
+- [NV Senate District 14](/us/states/nv/districts/senate/14.md) — 100% (state senate)
+- [NV House District 32](/us/states/nv/districts/house/32.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/lincoln/index.md b/data/jurisdictions/us/states/nv/counties/lincoln/index.md
index 65b44d4c53..ff17b7559d 100644
--- a/data/jurisdictions/us/states/nv/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/nv/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 155
   hispanic: 292
   bachelors_plus: 909
+districts:
+  - to: "us/states/nv/districts/04"
+    rel: in-district
+    area_weight: 0.9949
+  - to: "us/states/nv/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/house/33"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 292 |
 | Bachelor's or higher | 909 |
 
+## Districts
+
+- [NV-04](/us/states/nv/districts/04.md) — 99% (congressional)
+- [NV Senate District 19](/us/states/nv/districts/senate/19.md) — 100% (state senate)
+- [NV House District 33](/us/states/nv/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/lyon/index.md b/data/jurisdictions/us/states/nv/counties/lyon/index.md
index c186cb17f2..6b6547e7a8 100644
--- a/data/jurisdictions/us/states/nv/counties/lyon/index.md
+++ b/data/jurisdictions/us/states/nv/counties/lyon/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1134
   hispanic: 12034
   bachelors_plus: 10123
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 0.6372
+  - to: "us/states/nv/districts/04"
+    rel: in-district
+    area_weight: 0.3628
+  - to: "us/states/nv/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/house/38"
+    rel: in-district
+    area_weight: 0.8342
+  - to: "us/states/nv/districts/house/39"
+    rel: in-district
+    area_weight: 0.1657
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 12034 |
 | Bachelor's or higher | 10123 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 64% (congressional)
+- [NV-04](/us/states/nv/districts/04.md) — 36% (congressional)
+- [NV Senate District 17](/us/states/nv/districts/senate/17.md) — 100% (state senate)
+- [NV House District 38](/us/states/nv/districts/house/38.md) — 83% (state house)
+- [NV House District 39](/us/states/nv/districts/house/39.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/mineral/index.md b/data/jurisdictions/us/states/nv/counties/mineral/index.md
index dbd515626c..ab81c567a6 100644
--- a/data/jurisdictions/us/states/nv/counties/mineral/index.md
+++ b/data/jurisdictions/us/states/nv/counties/mineral/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 954
   hispanic: 789
   bachelors_plus: 557
+districts:
+  - to: "us/states/nv/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/nv/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nv/districts/house/38"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 789 |
 | Bachelor's or higher | 557 |
 
+## Districts
+
+- [NV-04](/us/states/nv/districts/04.md) — 100% (congressional)
+- [NV Senate District 17](/us/states/nv/districts/senate/17.md) — 100% (state senate)
+- [NV House District 38](/us/states/nv/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/nye/index.md b/data/jurisdictions/us/states/nv/counties/nye/index.md
index c51e0109de..9a2d88bb3e 100644
--- a/data/jurisdictions/us/states/nv/counties/nye/index.md
+++ b/data/jurisdictions/us/states/nv/counties/nye/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 547
   hispanic: 9305
   bachelors_plus: 7344
+districts:
+  - to: "us/states/nv/districts/04"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nv/districts/senate/19"
+    rel: in-district
+    area_weight: 0.7409
+  - to: "us/states/nv/districts/senate/17"
+    rel: in-district
+    area_weight: 0.259
+  - to: "us/states/nv/districts/house/33"
+    rel: in-district
+    area_weight: 0.7307
+  - to: "us/states/nv/districts/house/38"
+    rel: in-district
+    area_weight: 0.259
+  - to: "us/states/nv/districts/house/36"
+    rel: in-district
+    area_weight: 0.0102
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 9305 |
 | Bachelor's or higher | 7344 |
 
+## Districts
+
+- [NV-04](/us/states/nv/districts/04.md) — 100% (congressional)
+- [NV Senate District 19](/us/states/nv/districts/senate/19.md) — 74% (state senate)
+- [NV Senate District 17](/us/states/nv/districts/senate/17.md) — 26% (state senate)
+- [NV House District 33](/us/states/nv/districts/house/33.md) — 73% (state house)
+- [NV House District 38](/us/states/nv/districts/house/38.md) — 26% (state house)
+- [NV House District 36](/us/states/nv/districts/house/36.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/pershing/index.md b/data/jurisdictions/us/states/nv/counties/pershing/index.md
index 70c0b51b05..3b558faeae 100644
--- a/data/jurisdictions/us/states/nv/counties/pershing/index.md
+++ b/data/jurisdictions/us/states/nv/counties/pershing/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 297
   hispanic: 1533
   bachelors_plus: 416
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/nv/districts/house/32"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1533 |
 | Bachelor's or higher | 416 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 100% (congressional)
+- [NV Senate District 14](/us/states/nv/districts/senate/14.md) — 100% (state senate)
+- [NV House District 32](/us/states/nv/districts/house/32.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/storey/index.md b/data/jurisdictions/us/states/nv/counties/storey/index.md
index c12f834bc7..157f0f53f8 100644
--- a/data/jurisdictions/us/states/nv/counties/storey/index.md
+++ b/data/jurisdictions/us/states/nv/counties/storey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 530
   bachelors_plus: 1572
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nv/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/nv/districts/house/40"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 530 |
 | Bachelor's or higher | 1572 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 100% (congressional)
+- [NV Senate District 16](/us/states/nv/districts/senate/16.md) — 100% (state senate)
+- [NV House District 40](/us/states/nv/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/washoe/index.md b/data/jurisdictions/us/states/nv/counties/washoe/index.md
index e6101eadae..be68c7cecd 100644
--- a/data/jurisdictions/us/states/nv/counties/washoe/index.md
+++ b/data/jurisdictions/us/states/nv/counties/washoe/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 6690
   hispanic: 129643
   bachelors_plus: 166909
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/nv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9311
+  - to: "us/states/nv/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0521
+  - to: "us/states/nv/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0113
+  - to: "us/states/nv/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0053
+  - to: "us/states/nv/districts/house/32"
+    rel: in-district
+    area_weight: 0.9175
+  - to: "us/states/nv/districts/house/26"
+    rel: in-district
+    area_weight: 0.0394
+  - to: "us/states/nv/districts/house/31"
+    rel: in-district
+    area_weight: 0.0136
+  - to: "us/states/nv/districts/house/40"
+    rel: in-district
+    area_weight: 0.0127
+  - to: "us/states/nv/districts/house/27"
+    rel: in-district
+    area_weight: 0.0066
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 129643 |
 | Bachelor's or higher | 166909 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 100% (congressional)
+- [NV Senate District 14](/us/states/nv/districts/senate/14.md) — 93% (state senate)
+- [NV Senate District 16](/us/states/nv/districts/senate/16.md) — 5% (state senate)
+- [NV Senate District 15](/us/states/nv/districts/senate/15.md) — 1% (state senate)
+- [NV Senate District 13](/us/states/nv/districts/senate/13.md) — 1% (state senate)
+- [NV House District 32](/us/states/nv/districts/house/32.md) — 92% (state house)
+- [NV House District 26](/us/states/nv/districts/house/26.md) — 4% (state house)
+- [NV House District 31](/us/states/nv/districts/house/31.md) — 1% (state house)
+- [NV House District 40](/us/states/nv/districts/house/40.md) — 1% (state house)
+- [NV House District 27](/us/states/nv/districts/house/27.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/counties/white-pine/index.md b/data/jurisdictions/us/states/nv/counties/white-pine/index.md
index b431032dd7..a68df22fba 100644
--- a/data/jurisdictions/us/states/nv/counties/white-pine/index.md
+++ b/data/jurisdictions/us/states/nv/counties/white-pine/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 546
   hispanic: 1442
   bachelors_plus: 996
+districts:
+  - to: "us/states/nv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nv/districts/senate/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/nv/districts/house/33"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, nv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1442 |
 | Bachelor's or higher | 996 |
 
+## Districts
+
+- [NV-02](/us/states/nv/districts/02.md) — 100% (congressional)
+- [NV Senate District 19](/us/states/nv/districts/senate/19.md) — 100% (state senate)
+- [NV House District 33](/us/states/nv/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/nv/districts/01.md b/data/jurisdictions/us/states/nv/districts/01.md
index 5129faa1e1..3d8bed24a4 100644
--- a/data/jurisdictions/us/states/nv/districts/01.md
+++ b/data/jurisdictions/us/states/nv/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 145505
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nv]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nv/districts/02.md b/data/jurisdictions/us/states/nv/districts/02.md
index 02ab0ef0cf..8b76a65d32 100644
--- a/data/jurisdictions/us/states/nv/districts/02.md
+++ b/data/jurisdictions/us/states/nv/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 177805
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nv]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nv/districts/03.md b/data/jurisdictions/us/states/nv/districts/03.md
index 857acf3f1b..aad138e4da 100644
--- a/data/jurisdictions/us/states/nv/districts/03.md
+++ b/data/jurisdictions/us/states/nv/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 216201
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nv]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nv/districts/04.md b/data/jurisdictions/us/states/nv/districts/04.md
index 1b8d73e82f..6e6a8f4a8d 100644
--- a/data/jurisdictions/us/states/nv/districts/04.md
+++ b/data/jurisdictions/us/states/nv/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 121697
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, nv]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/nv/districts/house/1.md b/data/jurisdictions/us/states/nv/districts/house/1.md
new file mode 100644
index 0000000000..3fb6d320dc
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 1"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 1
+
+State House district 1 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/10.md b/data/jurisdictions/us/states/nv/districts/house/10.md
new file mode 100644
index 0000000000..e6b196b0cf
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 10"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 10
+
+State House district 10 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/11.md b/data/jurisdictions/us/states/nv/districts/house/11.md
new file mode 100644
index 0000000000..48129b6d2f
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 11"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 11
+
+State House district 11 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/12.md b/data/jurisdictions/us/states/nv/districts/house/12.md
new file mode 100644
index 0000000000..3f7949f431
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 12"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 12
+
+State House district 12 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/13.md b/data/jurisdictions/us/states/nv/districts/house/13.md
new file mode 100644
index 0000000000..6a66d7f0a2
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 13"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 13
+
+State House district 13 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/14.md b/data/jurisdictions/us/states/nv/districts/house/14.md
new file mode 100644
index 0000000000..18069b0da0
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 14"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 14
+
+State House district 14 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/15.md b/data/jurisdictions/us/states/nv/districts/house/15.md
new file mode 100644
index 0000000000..25c4152ef7
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 15"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 15
+
+State House district 15 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/16.md b/data/jurisdictions/us/states/nv/districts/house/16.md
new file mode 100644
index 0000000000..1a2e002ba2
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 16"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 16
+
+State House district 16 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/17.md b/data/jurisdictions/us/states/nv/districts/house/17.md
new file mode 100644
index 0000000000..26c790434a
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 17"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 17
+
+State House district 17 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/18.md b/data/jurisdictions/us/states/nv/districts/house/18.md
new file mode 100644
index 0000000000..d130b23a94
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 18"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 18
+
+State House district 18 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/19.md b/data/jurisdictions/us/states/nv/districts/house/19.md
new file mode 100644
index 0000000000..c3343ec857
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 19"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 19
+
+State House district 19 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/2.md b/data/jurisdictions/us/states/nv/districts/house/2.md
new file mode 100644
index 0000000000..c6adf90ec4
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 2"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 2
+
+State House district 2 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/20.md b/data/jurisdictions/us/states/nv/districts/house/20.md
new file mode 100644
index 0000000000..68fb97ac82
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 20"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 20
+
+State House district 20 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/21.md b/data/jurisdictions/us/states/nv/districts/house/21.md
new file mode 100644
index 0000000000..ec65110e9d
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 21"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 21
+
+State House district 21 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/22.md b/data/jurisdictions/us/states/nv/districts/house/22.md
new file mode 100644
index 0000000000..c7670cb701
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 22"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 22
+
+State House district 22 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/23.md b/data/jurisdictions/us/states/nv/districts/house/23.md
new file mode 100644
index 0000000000..45cd558144
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 23"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 23
+
+State House district 23 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/24.md b/data/jurisdictions/us/states/nv/districts/house/24.md
new file mode 100644
index 0000000000..c9cb0373e9
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 24"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 24
+
+State House district 24 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/25.md b/data/jurisdictions/us/states/nv/districts/house/25.md
new file mode 100644
index 0000000000..9e4cc0af88
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 25"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 25
+
+State House district 25 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/26.md b/data/jurisdictions/us/states/nv/districts/house/26.md
new file mode 100644
index 0000000000..49a7c567da
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 26"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 26
+
+State House district 26 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/27.md b/data/jurisdictions/us/states/nv/districts/house/27.md
new file mode 100644
index 0000000000..a27dbe4e96
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 27"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 27
+
+State House district 27 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/28.md b/data/jurisdictions/us/states/nv/districts/house/28.md
new file mode 100644
index 0000000000..08e5f34913
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 28"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 28
+
+State House district 28 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/29.md b/data/jurisdictions/us/states/nv/districts/house/29.md
new file mode 100644
index 0000000000..331d7e865e
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 29"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 29
+
+State House district 29 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/3.md b/data/jurisdictions/us/states/nv/districts/house/3.md
new file mode 100644
index 0000000000..8463d2fc86
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 3"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 3
+
+State House district 3 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/30.md b/data/jurisdictions/us/states/nv/districts/house/30.md
new file mode 100644
index 0000000000..ecf5422519
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 30"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 30
+
+State House district 30 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/31.md b/data/jurisdictions/us/states/nv/districts/house/31.md
new file mode 100644
index 0000000000..b338122a77
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 31"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 31
+
+State House district 31 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/32.md b/data/jurisdictions/us/states/nv/districts/house/32.md
new file mode 100644
index 0000000000..bcd6efce5d
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 32"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 32
+
+State House district 32 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/33.md b/data/jurisdictions/us/states/nv/districts/house/33.md
new file mode 100644
index 0000000000..345f91cba6
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 33"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 33
+
+State House district 33 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/34.md b/data/jurisdictions/us/states/nv/districts/house/34.md
new file mode 100644
index 0000000000..3931fd6c73
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 34"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 34
+
+State House district 34 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/35.md b/data/jurisdictions/us/states/nv/districts/house/35.md
new file mode 100644
index 0000000000..d9fb9bef3a
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 35"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 35
+
+State House district 35 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/36.md b/data/jurisdictions/us/states/nv/districts/house/36.md
new file mode 100644
index 0000000000..3c082a9e70
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 36"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 36
+
+State House district 36 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/37.md b/data/jurisdictions/us/states/nv/districts/house/37.md
new file mode 100644
index 0000000000..24c129d340
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 37"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 37
+
+State House district 37 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/38.md b/data/jurisdictions/us/states/nv/districts/house/38.md
new file mode 100644
index 0000000000..dedb59d073
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 38"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 38
+
+State House district 38 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/39.md b/data/jurisdictions/us/states/nv/districts/house/39.md
new file mode 100644
index 0000000000..ae684351af
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 39"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 39
+
+State House district 39 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/4.md b/data/jurisdictions/us/states/nv/districts/house/4.md
new file mode 100644
index 0000000000..73a49f91cb
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 4"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 4
+
+State House district 4 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/40.md b/data/jurisdictions/us/states/nv/districts/house/40.md
new file mode 100644
index 0000000000..0eccef73d8
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 40"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 40
+
+State House district 40 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/41.md b/data/jurisdictions/us/states/nv/districts/house/41.md
new file mode 100644
index 0000000000..31839186e7
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 41"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 41
+
+State House district 41 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/42.md b/data/jurisdictions/us/states/nv/districts/house/42.md
new file mode 100644
index 0000000000..8fbb3dd696
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 42"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 42
+
+State House district 42 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/5.md b/data/jurisdictions/us/states/nv/districts/house/5.md
new file mode 100644
index 0000000000..00e09f9003
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 5"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 5
+
+State House district 5 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/6.md b/data/jurisdictions/us/states/nv/districts/house/6.md
new file mode 100644
index 0000000000..d4b23bd327
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 6"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 6
+
+State House district 6 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/7.md b/data/jurisdictions/us/states/nv/districts/house/7.md
new file mode 100644
index 0000000000..6e9308bd75
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 7"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 7
+
+State House district 7 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/8.md b/data/jurisdictions/us/states/nv/districts/house/8.md
new file mode 100644
index 0000000000..40abebf360
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 8"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 8
+
+State House district 8 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/house/9.md b/data/jurisdictions/us/states/nv/districts/house/9.md
new file mode 100644
index 0000000000..2ab10a36fb
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV House District 9"
+classification: state-house-district
+state: "NV"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV House District 9
+
+State House district 9 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/1.md b/data/jurisdictions/us/states/nv/districts/senate/1.md
new file mode 100644
index 0000000000..3f04c70f81
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 1"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 1
+
+State Senate district 1 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/10.md b/data/jurisdictions/us/states/nv/districts/senate/10.md
new file mode 100644
index 0000000000..ba1cbcb700
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 10"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 10
+
+State Senate district 10 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/11.md b/data/jurisdictions/us/states/nv/districts/senate/11.md
new file mode 100644
index 0000000000..2f9ed8fc44
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 11"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 11
+
+State Senate district 11 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/12.md b/data/jurisdictions/us/states/nv/districts/senate/12.md
new file mode 100644
index 0000000000..931ef416e2
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 12"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 12
+
+State Senate district 12 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/13.md b/data/jurisdictions/us/states/nv/districts/senate/13.md
new file mode 100644
index 0000000000..29662c18ee
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 13"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 13
+
+State Senate district 13 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/14.md b/data/jurisdictions/us/states/nv/districts/senate/14.md
new file mode 100644
index 0000000000..7d5d602e22
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 14"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 14
+
+State Senate district 14 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/15.md b/data/jurisdictions/us/states/nv/districts/senate/15.md
new file mode 100644
index 0000000000..23a48c9b53
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 15"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 15
+
+State Senate district 15 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/16.md b/data/jurisdictions/us/states/nv/districts/senate/16.md
new file mode 100644
index 0000000000..a23728be56
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 16"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 16
+
+State Senate district 16 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/17.md b/data/jurisdictions/us/states/nv/districts/senate/17.md
new file mode 100644
index 0000000000..950db96376
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 17"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 17
+
+State Senate district 17 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/18.md b/data/jurisdictions/us/states/nv/districts/senate/18.md
new file mode 100644
index 0000000000..4ba18e4246
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 18"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 18
+
+State Senate district 18 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/19.md b/data/jurisdictions/us/states/nv/districts/senate/19.md
new file mode 100644
index 0000000000..3985c2c545
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 19"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 19
+
+State Senate district 19 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/2.md b/data/jurisdictions/us/states/nv/districts/senate/2.md
new file mode 100644
index 0000000000..e0c8ed7ac8
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 2"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 2
+
+State Senate district 2 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/20.md b/data/jurisdictions/us/states/nv/districts/senate/20.md
new file mode 100644
index 0000000000..aef28b72b8
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 20"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 20
+
+State Senate district 20 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/21.md b/data/jurisdictions/us/states/nv/districts/senate/21.md
new file mode 100644
index 0000000000..a70d3cbcaf
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 21"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 21
+
+State Senate district 21 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/3.md b/data/jurisdictions/us/states/nv/districts/senate/3.md
new file mode 100644
index 0000000000..48a53af7d1
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 3"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 3
+
+State Senate district 3 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/4.md b/data/jurisdictions/us/states/nv/districts/senate/4.md
new file mode 100644
index 0000000000..f389e52a49
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 4"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 4
+
+State Senate district 4 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/5.md b/data/jurisdictions/us/states/nv/districts/senate/5.md
new file mode 100644
index 0000000000..9671f88f0e
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 5"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 5
+
+State Senate district 5 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/6.md b/data/jurisdictions/us/states/nv/districts/senate/6.md
new file mode 100644
index 0000000000..0a639f22e1
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 6"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 6
+
+State Senate district 6 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/7.md b/data/jurisdictions/us/states/nv/districts/senate/7.md
new file mode 100644
index 0000000000..6ed4bc294c
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 7"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 7
+
+State Senate district 7 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/8.md b/data/jurisdictions/us/states/nv/districts/senate/8.md
new file mode 100644
index 0000000000..1521e95d55
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 8"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 8
+
+State Senate district 8 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/districts/senate/9.md b/data/jurisdictions/us/states/nv/districts/senate/9.md
new file mode 100644
index 0000000000..ecd09d8424
--- /dev/null
+++ b/data/jurisdictions/us/states/nv/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NV Senate District 9"
+classification: state-senate-district
+state: "NV"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, nv]
+timestamp: "2026-07-03"
+---
+
+# NV Senate District 9
+
+State Senate district 9 (NV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/nv/people/alexis-hansen.md b/data/jurisdictions/us/states/nv/people/alexis-hansen.md
index 19be1b50d8..c08497d566 100644
--- a/data/jurisdictions/us/states/nv/people/alexis-hansen.md
+++ b/data/jurisdictions/us/states/nv/people/alexis-hansen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 32"
+represents: "us/states/nv/districts/house/32"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 32 (NV State House of Representatives District 32).
 
+Represents [NV State House of Representatives District 32](/us/states/nv/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/angie-taylor.md b/data/jurisdictions/us/states/nv/people/angie-taylor.md
index 612ef2104c..334a821f3b 100644
--- a/data/jurisdictions/us/states/nv/people/angie-taylor.md
+++ b/data/jurisdictions/us/states/nv/people/angie-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 15"
+represents: "us/states/nv/districts/senate/15"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 15 (NV State Senate District 15).
 
+Represents [NV State Senate District 15](/us/states/nv/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/bert-gurr.md b/data/jurisdictions/us/states/nv/people/bert-gurr.md
index 47e1fe500d..7510aca328 100644
--- a/data/jurisdictions/us/states/nv/people/bert-gurr.md
+++ b/data/jurisdictions/us/states/nv/people/bert-gurr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 33"
+represents: "us/states/nv/districts/house/33"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 33 (NV State House of Representatives District 33).
 
+Represents [NV State House of Representatives District 33](/us/states/nv/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/blayne-osborn.md b/data/jurisdictions/us/states/nv/people/blayne-osborn.md
index 4c0267fa46..e05bdeee17 100644
--- a/data/jurisdictions/us/states/nv/people/blayne-osborn.md
+++ b/data/jurisdictions/us/states/nv/people/blayne-osborn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 39"
+represents: "us/states/nv/districts/house/39"
 tenure:
   start: "2025-11-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 39 (NV State House of Representatives District 39).
 
+Represents [NV State House of Representatives District 39](/us/states/nv/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/brian-hibbetts.md b/data/jurisdictions/us/states/nv/people/brian-hibbetts.md
index d626b1f2aa..0f0975629e 100644
--- a/data/jurisdictions/us/states/nv/people/brian-hibbetts.md
+++ b/data/jurisdictions/us/states/nv/people/brian-hibbetts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 13"
+represents: "us/states/nv/districts/house/13"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 13 (NV State House of Representatives District 13).
 
+Represents [NV State House of Representatives District 13](/us/states/nv/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/brittney-miller.md b/data/jurisdictions/us/states/nv/people/brittney-miller.md
index 99c73fb61e..8270a96104 100644
--- a/data/jurisdictions/us/states/nv/people/brittney-miller.md
+++ b/data/jurisdictions/us/states/nv/people/brittney-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 5"
+represents: "us/states/nv/districts/house/5"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 5 (NV State House of Representatives District 5).
 
+Represents [NV State House of Representatives District 5](/us/states/nv/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/carrie-buck.md b/data/jurisdictions/us/states/nv/people/carrie-buck.md
index 5c60cf256d..8e21f8a7ab 100644
--- a/data/jurisdictions/us/states/nv/people/carrie-buck.md
+++ b/data/jurisdictions/us/states/nv/people/carrie-buck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 5"
+represents: "us/states/nv/districts/senate/5"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 5 (NV State Senate District 5).
 
+Represents [NV State Senate District 5](/us/states/nv/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/cecelia-gonzalez.md b/data/jurisdictions/us/states/nv/people/cecelia-gonzalez.md
index f6fe31808e..7e3cec5c6c 100644
--- a/data/jurisdictions/us/states/nv/people/cecelia-gonzalez.md
+++ b/data/jurisdictions/us/states/nv/people/cecelia-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 16"
+represents: "us/states/nv/districts/house/16"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 16 (NV State House of Representatives District 16).
 
+Represents [NV State House of Representatives District 16](/us/states/nv/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/cinthia-moore.md b/data/jurisdictions/us/states/nv/people/cinthia-moore.md
index 6a0c7a65f2..cdb0dccce2 100644
--- a/data/jurisdictions/us/states/nv/people/cinthia-moore.md
+++ b/data/jurisdictions/us/states/nv/people/cinthia-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 11"
+represents: "us/states/nv/districts/house/11"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 11 (NV State House of Representatives District 11).
 
+Represents [NV State House of Representatives District 11](/us/states/nv/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/daniele-monroe-moreno.md b/data/jurisdictions/us/states/nv/people/daniele-monroe-moreno.md
index 5153066fce..20a45351cf 100644
--- a/data/jurisdictions/us/states/nv/people/daniele-monroe-moreno.md
+++ b/data/jurisdictions/us/states/nv/people/daniele-monroe-moreno.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 1"
+represents: "us/states/nv/districts/house/1"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 1 (NV State House of Representatives District 1).
 
+Represents [NV State House of Representatives District 1](/us/states/nv/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/danielle-gallant.md b/data/jurisdictions/us/states/nv/people/danielle-gallant.md
index 9d0c12b3d4..8c0713c949 100644
--- a/data/jurisdictions/us/states/nv/people/danielle-gallant.md
+++ b/data/jurisdictions/us/states/nv/people/danielle-gallant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 23"
+represents: "us/states/nv/districts/house/23"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 23 (NV State House of Representatives District 23).
 
+Represents [NV State House of Representatives District 23](/us/states/nv/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/david-orentlicher.md b/data/jurisdictions/us/states/nv/people/david-orentlicher.md
index 100cc2b4c5..c379cdbc8f 100644
--- a/data/jurisdictions/us/states/nv/people/david-orentlicher.md
+++ b/data/jurisdictions/us/states/nv/people/david-orentlicher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 20"
+represents: "us/states/nv/districts/house/20"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 20 (NV State House of Representatives District 20).
 
+Represents [NV State House of Representatives District 20](/us/states/nv/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/dina-neal.md b/data/jurisdictions/us/states/nv/people/dina-neal.md
index c2f92dc40e..b328ce13c3 100644
--- a/data/jurisdictions/us/states/nv/people/dina-neal.md
+++ b/data/jurisdictions/us/states/nv/people/dina-neal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 4"
+represents: "us/states/nv/districts/senate/4"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 4 (NV State Senate District 4).
 
+Represents [NV State Senate District 4](/us/states/nv/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/duy-nguyen.md b/data/jurisdictions/us/states/nv/people/duy-nguyen.md
index 4a24474750..e1694506aa 100644
--- a/data/jurisdictions/us/states/nv/people/duy-nguyen.md
+++ b/data/jurisdictions/us/states/nv/people/duy-nguyen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 8"
+represents: "us/states/nv/districts/house/8"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 8 (NV State House of Representatives District 8).
 
+Represents [NV State House of Representatives District 8](/us/states/nv/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/edgar-flores.md b/data/jurisdictions/us/states/nv/people/edgar-flores.md
index ce163229de..f0867c37da 100644
--- a/data/jurisdictions/us/states/nv/people/edgar-flores.md
+++ b/data/jurisdictions/us/states/nv/people/edgar-flores.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 2"
+represents: "us/states/nv/districts/senate/2"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 2 (NV State Senate District 2).
 
+Represents [NV State Senate District 2](/us/states/nv/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/elaine-marzola.md b/data/jurisdictions/us/states/nv/people/elaine-marzola.md
index 01f5db5b0d..617da32011 100644
--- a/data/jurisdictions/us/states/nv/people/elaine-marzola.md
+++ b/data/jurisdictions/us/states/nv/people/elaine-marzola.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 21"
+represents: "us/states/nv/districts/house/21"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 21 (NV State House of Representatives District 21).
 
+Represents [NV State House of Representatives District 21](/us/states/nv/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/erica-mosca.md b/data/jurisdictions/us/states/nv/people/erica-mosca.md
index 16e909310b..c82f865a5c 100644
--- a/data/jurisdictions/us/states/nv/people/erica-mosca.md
+++ b/data/jurisdictions/us/states/nv/people/erica-mosca.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 14"
+represents: "us/states/nv/districts/house/14"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 14 (NV State House of Representatives District 14).
 
+Represents [NV State House of Representatives District 14](/us/states/nv/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/erica-roth.md b/data/jurisdictions/us/states/nv/people/erica-roth.md
index df1a38f0b5..ec18894e9e 100644
--- a/data/jurisdictions/us/states/nv/people/erica-roth.md
+++ b/data/jurisdictions/us/states/nv/people/erica-roth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 24"
+represents: "us/states/nv/districts/house/24"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 24 (NV State House of Representatives District 24).
 
+Represents [NV State House of Representatives District 24](/us/states/nv/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/fabian-donate.md b/data/jurisdictions/us/states/nv/people/fabian-donate.md
index 48db8999d7..a0d9a5f465 100644
--- a/data/jurisdictions/us/states/nv/people/fabian-donate.md
+++ b/data/jurisdictions/us/states/nv/people/fabian-donate.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 10"
+represents: "us/states/nv/districts/senate/10"
 tenure:
   start: "2021-02-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 10 (NV State Senate District 10).
 
+Represents [NV State Senate District 10](/us/states/nv/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/greg-hafen.md b/data/jurisdictions/us/states/nv/people/greg-hafen.md
index ca7b68536d..1e54462b09 100644
--- a/data/jurisdictions/us/states/nv/people/greg-hafen.md
+++ b/data/jurisdictions/us/states/nv/people/greg-hafen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 36"
+represents: "us/states/nv/districts/house/36"
 tenure:
   start: "2018-12-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 36 (NV State House of Representatives District 36).
 
+Represents [NV State House of Representatives District 36](/us/states/nv/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/gregory-koenig.md b/data/jurisdictions/us/states/nv/people/gregory-koenig.md
index e445f492f2..df18c266a8 100644
--- a/data/jurisdictions/us/states/nv/people/gregory-koenig.md
+++ b/data/jurisdictions/us/states/nv/people/gregory-koenig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 38"
+represents: "us/states/nv/districts/house/38"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 38 (NV State House of Representatives District 38).
 
+Represents [NV State House of Representatives District 38](/us/states/nv/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/hanadi-nadeem.md b/data/jurisdictions/us/states/nv/people/hanadi-nadeem.md
index dacb2a7fdb..addb5a6a63 100644
--- a/data/jurisdictions/us/states/nv/people/hanadi-nadeem.md
+++ b/data/jurisdictions/us/states/nv/people/hanadi-nadeem.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 34"
+represents: "us/states/nv/districts/house/34"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 34 (NV State House of Representatives District 34).
 
+Represents [NV State House of Representatives District 34](/us/states/nv/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/heather-goulding.md b/data/jurisdictions/us/states/nv/people/heather-goulding.md
index 7e55a40dc2..3f86b903c2 100644
--- a/data/jurisdictions/us/states/nv/people/heather-goulding.md
+++ b/data/jurisdictions/us/states/nv/people/heather-goulding.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 27"
+represents: "us/states/nv/districts/house/27"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 27 (NV State House of Representatives District 27).
 
+Represents [NV State House of Representatives District 27](/us/states/nv/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/heidi-kasama.md b/data/jurisdictions/us/states/nv/people/heidi-kasama.md
index 0b368dc0c3..74c419f01d 100644
--- a/data/jurisdictions/us/states/nv/people/heidi-kasama.md
+++ b/data/jurisdictions/us/states/nv/people/heidi-kasama.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 2"
+represents: "us/states/nv/districts/house/2"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 2 (NV State House of Representatives District 2).
 
+Represents [NV State House of Representatives District 2](/us/states/nv/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/howard-watts.md b/data/jurisdictions/us/states/nv/people/howard-watts.md
index 99d554cff1..63d91b8e0d 100644
--- a/data/jurisdictions/us/states/nv/people/howard-watts.md
+++ b/data/jurisdictions/us/states/nv/people/howard-watts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 15"
+represents: "us/states/nv/districts/house/15"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 15 (NV State House of Representatives District 15).
 
+Represents [NV State House of Representatives District 15](/us/states/nv/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/ira-hansen.md b/data/jurisdictions/us/states/nv/people/ira-hansen.md
index 5224063d87..819be50c0c 100644
--- a/data/jurisdictions/us/states/nv/people/ira-hansen.md
+++ b/data/jurisdictions/us/states/nv/people/ira-hansen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 14"
+represents: "us/states/nv/districts/senate/14"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 14 (NV State Senate District 14).
 
+Represents [NV State Senate District 14](/us/states/nv/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/james-ohrenschall.md b/data/jurisdictions/us/states/nv/people/james-ohrenschall.md
index 816fa763ac..e5828436a5 100644
--- a/data/jurisdictions/us/states/nv/people/james-ohrenschall.md
+++ b/data/jurisdictions/us/states/nv/people/james-ohrenschall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 21"
+represents: "us/states/nv/districts/senate/21"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 21 (NV State Senate District 21).
 
+Represents [NV State Senate District 21](/us/states/nv/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/jason-patchett.md b/data/jurisdictions/us/states/nv/people/jason-patchett.md
index dff6707fc4..8eec30452f 100644
--- a/data/jurisdictions/us/states/nv/people/jason-patchett.md
+++ b/data/jurisdictions/us/states/nv/people/jason-patchett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 19"
+represents: "us/states/nv/districts/house/19"
 tenure:
   start: "2025-11-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 19 (NV State House of Representatives District 19).
 
+Represents [NV State House of Representatives District 19](/us/states/nv/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/jeff-stone.md b/data/jurisdictions/us/states/nv/people/jeff-stone.md
index 4335631374..bb9ae6f09e 100644
--- a/data/jurisdictions/us/states/nv/people/jeff-stone.md
+++ b/data/jurisdictions/us/states/nv/people/jeff-stone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 20"
+represents: "us/states/nv/districts/senate/20"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 20 (NV State Senate District 20).
 
+Represents [NV State Senate District 20](/us/states/nv/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/jill-dickman.md b/data/jurisdictions/us/states/nv/people/jill-dickman.md
index 099c477af6..64d641a28b 100644
--- a/data/jurisdictions/us/states/nv/people/jill-dickman.md
+++ b/data/jurisdictions/us/states/nv/people/jill-dickman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 31"
+represents: "us/states/nv/districts/house/31"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 31 (NV State House of Representatives District 31).
 
+Represents [NV State House of Representatives District 31](/us/states/nv/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/joe-dalia.md b/data/jurisdictions/us/states/nv/people/joe-dalia.md
index d3a9ae2ed9..39c2ba9193 100644
--- a/data/jurisdictions/us/states/nv/people/joe-dalia.md
+++ b/data/jurisdictions/us/states/nv/people/joe-dalia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 29"
+represents: "us/states/nv/districts/house/29"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 29 (NV State House of Representatives District 29).
 
+Represents [NV State House of Representatives District 29](/us/states/nv/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/john-ellison.md b/data/jurisdictions/us/states/nv/people/john-ellison.md
index f38051f8d4..ee23ae08a0 100644
--- a/data/jurisdictions/us/states/nv/people/john-ellison.md
+++ b/data/jurisdictions/us/states/nv/people/john-ellison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 19"
+represents: "us/states/nv/districts/senate/19"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 19 (NV State Senate District 19).
 
+Represents [NV State Senate District 19](/us/states/nv/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/john-steinbeck.md b/data/jurisdictions/us/states/nv/people/john-steinbeck.md
index 57cf8c9ec4..63fa6cf363 100644
--- a/data/jurisdictions/us/states/nv/people/john-steinbeck.md
+++ b/data/jurisdictions/us/states/nv/people/john-steinbeck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 18"
+represents: "us/states/nv/districts/senate/18"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 18 (NV State Senate District 18).
 
+Represents [NV State Senate District 18](/us/states/nv/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/jovan-jackson.md b/data/jurisdictions/us/states/nv/people/jovan-jackson.md
index 8cc2dc9d34..d0818c849f 100644
--- a/data/jurisdictions/us/states/nv/people/jovan-jackson.md
+++ b/data/jurisdictions/us/states/nv/people/jovan-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 6"
+represents: "us/states/nv/districts/house/6"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 6 (NV State House of Representatives District 6).
 
+Represents [NV State House of Representatives District 6](/us/states/nv/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/julie-pazina.md b/data/jurisdictions/us/states/nv/people/julie-pazina.md
index f80829c310..b7744fd211 100644
--- a/data/jurisdictions/us/states/nv/people/julie-pazina.md
+++ b/data/jurisdictions/us/states/nv/people/julie-pazina.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 12"
+represents: "us/states/nv/districts/senate/12"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 12 (NV State Senate District 12).
 
+Represents [NV State Senate District 12](/us/states/nv/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/linda-hunt.md b/data/jurisdictions/us/states/nv/people/linda-hunt.md
index c9f833366d..f4277d2932 100644
--- a/data/jurisdictions/us/states/nv/people/linda-hunt.md
+++ b/data/jurisdictions/us/states/nv/people/linda-hunt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 17"
+represents: "us/states/nv/districts/house/17"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 17 (NV State House of Representatives District 17).
 
+Represents [NV State House of Representatives District 17](/us/states/nv/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/lisa-cole.md b/data/jurisdictions/us/states/nv/people/lisa-cole.md
index b552806a9b..a7af45b9d6 100644
--- a/data/jurisdictions/us/states/nv/people/lisa-cole.md
+++ b/data/jurisdictions/us/states/nv/people/lisa-cole.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 4"
+represents: "us/states/nv/districts/house/4"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 4 (NV State House of Representatives District 4).
 
+Represents [NV State House of Representatives District 4](/us/states/nv/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/lisa-krasner.md b/data/jurisdictions/us/states/nv/people/lisa-krasner.md
index b388fcd576..234be5da9a 100644
--- a/data/jurisdictions/us/states/nv/people/lisa-krasner.md
+++ b/data/jurisdictions/us/states/nv/people/lisa-krasner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 16"
+represents: "us/states/nv/districts/senate/16"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 16 (NV State Senate District 16).
 
+Represents [NV State Senate District 16](/us/states/nv/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/lori-rogich.md b/data/jurisdictions/us/states/nv/people/lori-rogich.md
index 0419e469fb..1f5b9d40f1 100644
--- a/data/jurisdictions/us/states/nv/people/lori-rogich.md
+++ b/data/jurisdictions/us/states/nv/people/lori-rogich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 11"
+represents: "us/states/nv/districts/senate/11"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 11 (NV State Senate District 11).
 
+Represents [NV State Senate District 11](/us/states/nv/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/marilyn-dondero-loop.md b/data/jurisdictions/us/states/nv/people/marilyn-dondero-loop.md
index 9dea9d1d19..9d1187ada1 100644
--- a/data/jurisdictions/us/states/nv/people/marilyn-dondero-loop.md
+++ b/data/jurisdictions/us/states/nv/people/marilyn-dondero-loop.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 8"
+represents: "us/states/nv/districts/senate/8"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 8 (NV State Senate District 8).
 
+Represents [NV State Senate District 8](/us/states/nv/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/max-carter.md b/data/jurisdictions/us/states/nv/people/max-carter.md
index a83dad7883..466885ed84 100644
--- a/data/jurisdictions/us/states/nv/people/max-carter.md
+++ b/data/jurisdictions/us/states/nv/people/max-carter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 12"
+represents: "us/states/nv/districts/house/12"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 12 (NV State House of Representatives District 12).
 
+Represents [NV State House of Representatives District 12](/us/states/nv/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/melanie-scheible.md b/data/jurisdictions/us/states/nv/people/melanie-scheible.md
index 040f867429..ffec4724ec 100644
--- a/data/jurisdictions/us/states/nv/people/melanie-scheible.md
+++ b/data/jurisdictions/us/states/nv/people/melanie-scheible.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 9"
+represents: "us/states/nv/districts/senate/9"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 9 (NV State Senate District 9).
 
+Represents [NV State Senate District 9](/us/states/nv/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/melissa-hardy.md b/data/jurisdictions/us/states/nv/people/melissa-hardy.md
index cc9f1fd408..1cc8124340 100644
--- a/data/jurisdictions/us/states/nv/people/melissa-hardy.md
+++ b/data/jurisdictions/us/states/nv/people/melissa-hardy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 22"
+represents: "us/states/nv/districts/house/22"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 22 (NV State House of Representatives District 22).
 
+Represents [NV State House of Representatives District 22](/us/states/nv/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/natha-anderson.md b/data/jurisdictions/us/states/nv/people/natha-anderson.md
index 07ba070716..e65ab1689e 100644
--- a/data/jurisdictions/us/states/nv/people/natha-anderson.md
+++ b/data/jurisdictions/us/states/nv/people/natha-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 30"
+represents: "us/states/nv/districts/house/30"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 30 (NV State House of Representatives District 30).
 
+Represents [NV State House of Representatives District 30](/us/states/nv/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/nicole-cannizzaro.md b/data/jurisdictions/us/states/nv/people/nicole-cannizzaro.md
index c16fbc74f5..6adb4ad98f 100644
--- a/data/jurisdictions/us/states/nv/people/nicole-cannizzaro.md
+++ b/data/jurisdictions/us/states/nv/people/nicole-cannizzaro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 6"
+represents: "us/states/nv/districts/senate/6"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 6 (NV State Senate District 6).
 
+Represents [NV State Senate District 6](/us/states/nv/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/p-k-o-neill.md b/data/jurisdictions/us/states/nv/people/p-k-o-neill.md
index a396bdd2b0..1c1ad64b9c 100644
--- a/data/jurisdictions/us/states/nv/people/p-k-o-neill.md
+++ b/data/jurisdictions/us/states/nv/people/p-k-o-neill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 40"
+represents: "us/states/nv/districts/house/40"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 40 (NV State House of Representatives District 40).
 
+Represents [NV State House of Representatives District 40](/us/states/nv/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/rebecca-edgeworth.md b/data/jurisdictions/us/states/nv/people/rebecca-edgeworth.md
index 106b9a8b63..9a6451a089 100644
--- a/data/jurisdictions/us/states/nv/people/rebecca-edgeworth.md
+++ b/data/jurisdictions/us/states/nv/people/rebecca-edgeworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 35"
+represents: "us/states/nv/districts/house/35"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 35 (NV State House of Representatives District 35).
 
+Represents [NV State House of Representatives District 35](/us/states/nv/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/reuben-d-silva.md b/data/jurisdictions/us/states/nv/people/reuben-d-silva.md
index f6fc38ada0..a293256bb4 100644
--- a/data/jurisdictions/us/states/nv/people/reuben-d-silva.md
+++ b/data/jurisdictions/us/states/nv/people/reuben-d-silva.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 28"
+represents: "us/states/nv/districts/house/28"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 28 (NV State House of Representatives District 28).
 
+Represents [NV State House of Representatives District 28](/us/states/nv/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/rich-delong.md b/data/jurisdictions/us/states/nv/people/rich-delong.md
index 29dd94feff..7e38c4b563 100644
--- a/data/jurisdictions/us/states/nv/people/rich-delong.md
+++ b/data/jurisdictions/us/states/nv/people/rich-delong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 26"
+represents: "us/states/nv/districts/house/26"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 26 (NV State House of Representatives District 26).
 
+Represents [NV State House of Representatives District 26](/us/states/nv/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/roberta-lange.md b/data/jurisdictions/us/states/nv/people/roberta-lange.md
index 49e5b3eff1..fd59fb02f1 100644
--- a/data/jurisdictions/us/states/nv/people/roberta-lange.md
+++ b/data/jurisdictions/us/states/nv/people/roberta-lange.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 7"
+represents: "us/states/nv/districts/senate/7"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 7 (NV State Senate District 7).
 
+Represents [NV State Senate District 7](/us/states/nv/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/robin-titus.md b/data/jurisdictions/us/states/nv/people/robin-titus.md
index 0d75878789..791e95a49b 100644
--- a/data/jurisdictions/us/states/nv/people/robin-titus.md
+++ b/data/jurisdictions/us/states/nv/people/robin-titus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 17"
+represents: "us/states/nv/districts/senate/17"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 17 (NV State Senate District 17).
 
+Represents [NV State Senate District 17](/us/states/nv/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/rochelle-nguyen.md b/data/jurisdictions/us/states/nv/people/rochelle-nguyen.md
index 8bfe087923..0f00fb5354 100644
--- a/data/jurisdictions/us/states/nv/people/rochelle-nguyen.md
+++ b/data/jurisdictions/us/states/nv/people/rochelle-nguyen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 3"
+represents: "us/states/nv/districts/senate/3"
 tenure:
   start: "2022-12-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 3 (NV State Senate District 3).
 
+Represents [NV State Senate District 3](/us/states/nv/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/sandra-jauregui.md b/data/jurisdictions/us/states/nv/people/sandra-jauregui.md
index 80db36ca5d..cec494839b 100644
--- a/data/jurisdictions/us/states/nv/people/sandra-jauregui.md
+++ b/data/jurisdictions/us/states/nv/people/sandra-jauregui.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 41"
+represents: "us/states/nv/districts/house/41"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 41 (NV State House of Representatives District 41).
 
+Represents [NV State House of Representatives District 41](/us/states/nv/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/selena-la-rue-hatch.md b/data/jurisdictions/us/states/nv/people/selena-la-rue-hatch.md
index c53bed1bc2..a537a826e9 100644
--- a/data/jurisdictions/us/states/nv/people/selena-la-rue-hatch.md
+++ b/data/jurisdictions/us/states/nv/people/selena-la-rue-hatch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 25"
+represents: "us/states/nv/districts/house/25"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 25 (NV State House of Representatives District 25).
 
+Represents [NV State House of Representatives District 25](/us/states/nv/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/selena-torres-fossett.md b/data/jurisdictions/us/states/nv/people/selena-torres-fossett.md
index 7efc28e28e..8c8647ba10 100644
--- a/data/jurisdictions/us/states/nv/people/selena-torres-fossett.md
+++ b/data/jurisdictions/us/states/nv/people/selena-torres-fossett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 3"
+represents: "us/states/nv/districts/house/3"
 tenure:
   start: "2018-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 3 (NV State House of Representatives District 3).
 
+Represents [NV State House of Representatives District 3](/us/states/nv/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/shea-backus.md b/data/jurisdictions/us/states/nv/people/shea-backus.md
index cb5c2ca558..4e51d906fb 100644
--- a/data/jurisdictions/us/states/nv/people/shea-backus.md
+++ b/data/jurisdictions/us/states/nv/people/shea-backus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 37"
+represents: "us/states/nv/districts/house/37"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 37 (NV State House of Representatives District 37).
 
+Represents [NV State House of Representatives District 37](/us/states/nv/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/shelly-crawford.md b/data/jurisdictions/us/states/nv/people/shelly-crawford.md
index b4ff17ced3..38d53889f1 100644
--- a/data/jurisdictions/us/states/nv/people/shelly-crawford.md
+++ b/data/jurisdictions/us/states/nv/people/shelly-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 1"
+represents: "us/states/nv/districts/senate/1"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 1 (NV State Senate District 1).
 
+Represents [NV State Senate District 1](/us/states/nv/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/skip-daly.md b/data/jurisdictions/us/states/nv/people/skip-daly.md
index 209343afb0..28ecd78aad 100644
--- a/data/jurisdictions/us/states/nv/people/skip-daly.md
+++ b/data/jurisdictions/us/states/nv/people/skip-daly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State Senate District 13"
+represents: "us/states/nv/districts/senate/13"
 tenure:
   start: "2022-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV Senate District 13 (NV State Senate District 13).
 
+Represents [NV State Senate District 13](/us/states/nv/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/steve-yeager.md b/data/jurisdictions/us/states/nv/people/steve-yeager.md
index 254a8a3946..2d36673575 100644
--- a/data/jurisdictions/us/states/nv/people/steve-yeager.md
+++ b/data/jurisdictions/us/states/nv/people/steve-yeager.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 9"
+represents: "us/states/nv/districts/house/9"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 9 (NV State House of Representatives District 9).
 
+Represents [NV State House of Representatives District 9](/us/states/nv/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/tanya-flanagan.md b/data/jurisdictions/us/states/nv/people/tanya-flanagan.md
index 5352e75461..cce4b713b4 100644
--- a/data/jurisdictions/us/states/nv/people/tanya-flanagan.md
+++ b/data/jurisdictions/us/states/nv/people/tanya-flanagan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 7"
+represents: "us/states/nv/districts/house/7"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 7 (NV State House of Representatives District 7).
 
+Represents [NV State House of Representatives District 7](/us/states/nv/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/tracy-brown-may.md b/data/jurisdictions/us/states/nv/people/tracy-brown-may.md
index a38f0c83bc..bfd08b68f7 100644
--- a/data/jurisdictions/us/states/nv/people/tracy-brown-may.md
+++ b/data/jurisdictions/us/states/nv/people/tracy-brown-may.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 42"
+represents: "us/states/nv/districts/house/42"
 tenure:
   start: "2021-02-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 42 (NV State House of Representatives District 42).
 
+Represents [NV State House of Representatives District 42](/us/states/nv/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/venicia-considine.md b/data/jurisdictions/us/states/nv/people/venicia-considine.md
index b702795338..f86e370b46 100644
--- a/data/jurisdictions/us/states/nv/people/venicia-considine.md
+++ b/data/jurisdictions/us/states/nv/people/venicia-considine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 18"
+represents: "us/states/nv/districts/house/18"
 tenure:
   start: "2020-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 18 (NV State House of Representatives District 18).
 
+Represents [NV State House of Representatives District 18](/us/states/nv/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/nv/people/venise-karris.md b/data/jurisdictions/us/states/nv/people/venise-karris.md
index 1a63fcbffc..b9cb16c25c 100644
--- a/data/jurisdictions/us/states/nv/people/venise-karris.md
+++ b/data/jurisdictions/us/states/nv/people/venise-karris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NV"
 district: "NV State House of Representatives District 10"
+represents: "us/states/nv/districts/house/10"
 tenure:
   start: "2024-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NV House District 10 (NV State House of Representatives District 10).
 
+Represents [NV State House of Representatives District 10](/us/states/nv/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/counties/albany/index.md b/data/jurisdictions/us/states/ny/counties/albany/index.md
index 83cdd661cf..7f4f670bb3 100644
--- a/data/jurisdictions/us/states/ny/counties/albany/index.md
+++ b/data/jurisdictions/us/states/ny/counties/albany/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 357
   hispanic: 22986
   bachelors_plus: 148336
+districts:
+  - to: "us/states/ny/districts/20"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ny/districts/senate/46"
+    rel: in-district
+    area_weight: 0.8788
+  - to: "us/states/ny/districts/senate/43"
+    rel: in-district
+    area_weight: 0.1211
+  - to: "us/states/ny/districts/house/102"
+    rel: in-district
+    area_weight: 0.5542
+  - to: "us/states/ny/districts/house/109"
+    rel: in-district
+    area_weight: 0.2333
+  - to: "us/states/ny/districts/house/110"
+    rel: in-district
+    area_weight: 0.1357
+  - to: "us/states/ny/districts/house/107"
+    rel: in-district
+    area_weight: 0.0643
+  - to: "us/states/ny/districts/house/108"
+    rel: in-district
+    area_weight: 0.0125
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 22986 |
 | Bachelor's or higher | 148336 |
 
+## Districts
+
+- [NY-20](/us/states/ny/districts/20.md) — 100% (congressional)
+- [NY Senate District 46](/us/states/ny/districts/senate/46.md) — 88% (state senate)
+- [NY Senate District 43](/us/states/ny/districts/senate/43.md) — 12% (state senate)
+- [NY House District 102](/us/states/ny/districts/house/102.md) — 55% (state house)
+- [NY House District 109](/us/states/ny/districts/house/109.md) — 23% (state house)
+- [NY House District 110](/us/states/ny/districts/house/110.md) — 14% (state house)
+- [NY House District 107](/us/states/ny/districts/house/107.md) — 6% (state house)
+- [NY House District 108](/us/states/ny/districts/house/108.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/allegany/index.md b/data/jurisdictions/us/states/ny/counties/allegany/index.md
index 5a121dc9e3..ed45ea2410 100644
--- a/data/jurisdictions/us/states/ny/counties/allegany/index.md
+++ b/data/jurisdictions/us/states/ny/counties/allegany/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 84
   hispanic: 1037
   bachelors_plus: 10942
+districts:
+  - to: "us/states/ny/districts/23"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ny/districts/senate/57"
+    rel: in-district
+    area_weight: 0.5935
+  - to: "us/states/ny/districts/senate/58"
+    rel: in-district
+    area_weight: 0.4062
+  - to: "us/states/ny/districts/house/148"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1037 |
 | Bachelor's or higher | 10942 |
 
+## Districts
+
+- [NY-23](/us/states/ny/districts/23.md) — 100% (congressional)
+- [NY Senate District 57](/us/states/ny/districts/senate/57.md) — 59% (state senate)
+- [NY Senate District 58](/us/states/ny/districts/senate/58.md) — 41% (state senate)
+- [NY House District 148](/us/states/ny/districts/house/148.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/bronx/index.md b/data/jurisdictions/us/states/ny/counties/bronx/index.md
index 8aa73c30f7..51d4266890 100644
--- a/data/jurisdictions/us/states/ny/counties/bronx/index.md
+++ b/data/jurisdictions/us/states/ny/counties/bronx/index.md
@@ -22,9 +22,78 @@ demographics:
   race_native: 21591
   hispanic: 773828
   bachelors_plus: 285731
+districts:
+  - to: "us/states/ny/districts/14"
+    rel: in-district
+    area_weight: 0.4291
+  - to: "us/states/ny/districts/15"
+    rel: in-district
+    area_weight: 0.3455
+  - to: "us/states/ny/districts/13"
+    rel: in-district
+    area_weight: 0.0495
+  - to: "us/states/ny/districts/16"
+    rel: in-district
+    area_weight: 0.0394
+  - to: "us/states/ny/districts/senate/34"
+    rel: in-district
+    area_weight: 0.2541
+  - to: "us/states/ny/districts/senate/33"
+    rel: in-district
+    area_weight: 0.188
+  - to: "us/states/ny/districts/senate/29"
+    rel: in-district
+    area_weight: 0.1281
+  - to: "us/states/ny/districts/senate/36"
+    rel: in-district
+    area_weight: 0.1216
+  - to: "us/states/ny/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0812
+  - to: "us/states/ny/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0376
+  - to: "us/states/ny/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0176
+  - to: "us/states/ny/districts/house/82"
+    rel: in-district
+    area_weight: 0.2064
+  - to: "us/states/ny/districts/house/81"
+    rel: in-district
+    area_weight: 0.1392
+  - to: "us/states/ny/districts/house/85"
+    rel: in-district
+    area_weight: 0.104
+  - to: "us/states/ny/districts/house/84"
+    rel: in-district
+    area_weight: 0.069
+  - to: "us/states/ny/districts/house/83"
+    rel: in-district
+    area_weight: 0.0649
+  - to: "us/states/ny/districts/house/80"
+    rel: in-district
+    area_weight: 0.0639
+  - to: "us/states/ny/districts/house/87"
+    rel: in-district
+    area_weight: 0.0476
+  - to: "us/states/ny/districts/house/78"
+    rel: in-district
+    area_weight: 0.039
+  - to: "us/states/ny/districts/house/79"
+    rel: in-district
+    area_weight: 0.0363
+  - to: "us/states/ny/districts/house/77"
+    rel: in-district
+    area_weight: 0.0288
+  - to: "us/states/ny/districts/house/86"
+    rel: in-district
+    area_weight: 0.0288
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +125,32 @@ County jurisdiction.
 | Hispanic/Latino | 773828 |
 | Bachelor's or higher | 285731 |
 
+## Districts
+
+- [NY-14](/us/states/ny/districts/14.md) — 43% (congressional)
+- [NY-15](/us/states/ny/districts/15.md) — 35% (congressional)
+- [NY-13](/us/states/ny/districts/13.md) — 5% (congressional)
+- [NY-16](/us/states/ny/districts/16.md) — 4% (congressional)
+- [NY Senate District 34](/us/states/ny/districts/senate/34.md) — 25% (state senate)
+- [NY Senate District 33](/us/states/ny/districts/senate/33.md) — 19% (state senate)
+- [NY Senate District 29](/us/states/ny/districts/senate/29.md) — 13% (state senate)
+- [NY Senate District 36](/us/states/ny/districts/senate/36.md) — 12% (state senate)
+- [NY Senate District 32](/us/states/ny/districts/senate/32.md) — 8% (state senate)
+- [NY Senate District 31](/us/states/ny/districts/senate/31.md) — 4% (state senate)
+- [NY Senate District 11](/us/states/ny/districts/senate/11.md) — 2% (state senate)
+- [NY House District 82](/us/states/ny/districts/house/82.md) — 21% (state house)
+- [NY House District 81](/us/states/ny/districts/house/81.md) — 14% (state house)
+- [NY House District 85](/us/states/ny/districts/house/85.md) — 10% (state house)
+- [NY House District 84](/us/states/ny/districts/house/84.md) — 7% (state house)
+- [NY House District 83](/us/states/ny/districts/house/83.md) — 6% (state house)
+- [NY House District 80](/us/states/ny/districts/house/80.md) — 6% (state house)
+- [NY House District 87](/us/states/ny/districts/house/87.md) — 5% (state house)
+- [NY House District 78](/us/states/ny/districts/house/78.md) — 4% (state house)
+- [NY House District 79](/us/states/ny/districts/house/79.md) — 4% (state house)
+- [NY House District 77](/us/states/ny/districts/house/77.md) — 3% (state house)
+- [NY House District 86](/us/states/ny/districts/house/86.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/broome/index.md b/data/jurisdictions/us/states/ny/counties/broome/index.md
index 9c1e482314..b992464c5f 100644
--- a/data/jurisdictions/us/states/ny/counties/broome/index.md
+++ b/data/jurisdictions/us/states/ny/counties/broome/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 310
   hispanic: 10961
   bachelors_plus: 59354
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ny/districts/senate/51"
+    rel: in-district
+    area_weight: 0.5509
+  - to: "us/states/ny/districts/senate/52"
+    rel: in-district
+    area_weight: 0.4487
+  - to: "us/states/ny/districts/house/121"
+    rel: in-district
+    area_weight: 0.5824
+  - to: "us/states/ny/districts/house/124"
+    rel: in-district
+    area_weight: 0.2224
+  - to: "us/states/ny/districts/house/123"
+    rel: in-district
+    area_weight: 0.1391
+  - to: "us/states/ny/districts/house/131"
+    rel: in-district
+    area_weight: 0.0558
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10961 |
 | Bachelor's or higher | 59354 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 100% (congressional)
+- [NY Senate District 51](/us/states/ny/districts/senate/51.md) — 55% (state senate)
+- [NY Senate District 52](/us/states/ny/districts/senate/52.md) — 45% (state senate)
+- [NY House District 121](/us/states/ny/districts/house/121.md) — 58% (state house)
+- [NY House District 124](/us/states/ny/districts/house/124.md) — 22% (state house)
+- [NY House District 123](/us/states/ny/districts/house/123.md) — 14% (state house)
+- [NY House District 131](/us/states/ny/districts/house/131.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/cattaraugus/index.md b/data/jurisdictions/us/states/ny/counties/cattaraugus/index.md
index e12b11533c..305aed4d73 100644
--- a/data/jurisdictions/us/states/ny/counties/cattaraugus/index.md
+++ b/data/jurisdictions/us/states/ny/counties/cattaraugus/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1866
   hispanic: 1817
   bachelors_plus: 16305
+districts:
+  - to: "us/states/ny/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ny/districts/senate/57"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/148"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1817 |
 | Bachelor's or higher | 16305 |
 
+## Districts
+
+- [NY-23](/us/states/ny/districts/23.md) — 100% (congressional)
+- [NY Senate District 57](/us/states/ny/districts/senate/57.md) — 100% (state senate)
+- [NY House District 148](/us/states/ny/districts/house/148.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/cayuga/index.md b/data/jurisdictions/us/states/ny/counties/cayuga/index.md
index 3b340a598e..996f05953c 100644
--- a/data/jurisdictions/us/states/ny/counties/cayuga/index.md
+++ b/data/jurisdictions/us/states/ny/counties/cayuga/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 132
   hispanic: 2731
   bachelors_plus: 19717
+districts:
+  - to: "us/states/ny/districts/22"
+    rel: in-district
+    area_weight: 0.5042
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.3459
+  - to: "us/states/ny/districts/senate/48"
+    rel: in-district
+    area_weight: 0.8501
+  - to: "us/states/ny/districts/house/131"
+    rel: in-district
+    area_weight: 0.4928
+  - to: "us/states/ny/districts/house/126"
+    rel: in-district
+    area_weight: 0.2219
+  - to: "us/states/ny/districts/house/120"
+    rel: in-district
+    area_weight: 0.1354
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2731 |
 | Bachelor's or higher | 19717 |
 
+## Districts
+
+- [NY-22](/us/states/ny/districts/22.md) — 50% (congressional)
+- [NY-24](/us/states/ny/districts/24.md) — 35% (congressional)
+- [NY Senate District 48](/us/states/ny/districts/senate/48.md) — 85% (state senate)
+- [NY House District 131](/us/states/ny/districts/house/131.md) — 49% (state house)
+- [NY House District 126](/us/states/ny/districts/house/126.md) — 22% (state house)
+- [NY House District 120](/us/states/ny/districts/house/120.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/chautauqua/index.md b/data/jurisdictions/us/states/ny/counties/chautauqua/index.md
index ba8fb17828..a96c50b254 100644
--- a/data/jurisdictions/us/states/ny/counties/chautauqua/index.md
+++ b/data/jurisdictions/us/states/ny/counties/chautauqua/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 411
   hispanic: 12039
   bachelors_plus: 32141
+districts:
+  - to: "us/states/ny/districts/23"
+    rel: in-district
+    area_weight: 0.7216
+  - to: "us/states/ny/districts/senate/57"
+    rel: in-district
+    area_weight: 0.722
+  - to: "us/states/ny/districts/house/150"
+    rel: in-district
+    area_weight: 0.722
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 12039 |
 | Bachelor's or higher | 32141 |
 
+## Districts
+
+- [NY-23](/us/states/ny/districts/23.md) — 72% (congressional)
+- [NY Senate District 57](/us/states/ny/districts/senate/57.md) — 72% (state senate)
+- [NY House District 150](/us/states/ny/districts/house/150.md) — 72% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/chemung/index.md b/data/jurisdictions/us/states/ny/counties/chemung/index.md
index b2abd61a7d..072e5cb89b 100644
--- a/data/jurisdictions/us/states/ny/counties/chemung/index.md
+++ b/data/jurisdictions/us/states/ny/counties/chemung/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 261
   hispanic: 3085
   bachelors_plus: 22937
+districts:
+  - to: "us/states/ny/districts/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/senate/58"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/house/124"
+    rel: in-district
+    area_weight: 0.6037
+  - to: "us/states/ny/districts/house/132"
+    rel: in-district
+    area_weight: 0.3961
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3085 |
 | Bachelor's or higher | 22937 |
 
+## Districts
+
+- [NY-23](/us/states/ny/districts/23.md) — 100% (congressional)
+- [NY Senate District 58](/us/states/ny/districts/senate/58.md) — 100% (state senate)
+- [NY House District 124](/us/states/ny/districts/house/124.md) — 60% (state house)
+- [NY House District 132](/us/states/ny/districts/house/132.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/chenango/index.md b/data/jurisdictions/us/states/ny/counties/chenango/index.md
index 6ea8d00025..9c1832eb0c 100644
--- a/data/jurisdictions/us/states/ny/counties/chenango/index.md
+++ b/data/jurisdictions/us/states/ny/counties/chenango/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 30
   hispanic: 1181
   bachelors_plus: 9472
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ny/districts/senate/53"
+    rel: in-district
+    area_weight: 0.5865
+  - to: "us/states/ny/districts/senate/51"
+    rel: in-district
+    area_weight: 0.4134
+  - to: "us/states/ny/districts/house/121"
+    rel: in-district
+    area_weight: 0.7205
+  - to: "us/states/ny/districts/house/131"
+    rel: in-district
+    area_weight: 0.2795
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1181 |
 | Bachelor's or higher | 9472 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 100% (congressional)
+- [NY Senate District 53](/us/states/ny/districts/senate/53.md) — 59% (state senate)
+- [NY Senate District 51](/us/states/ny/districts/senate/51.md) — 41% (state senate)
+- [NY House District 121](/us/states/ny/districts/house/121.md) — 72% (state house)
+- [NY House District 131](/us/states/ny/districts/house/131.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/clinton/index.md b/data/jurisdictions/us/states/ny/counties/clinton/index.md
index 52b77a2ce2..b8ab90590a 100644
--- a/data/jurisdictions/us/states/ny/counties/clinton/index.md
+++ b/data/jurisdictions/us/states/ny/counties/clinton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 196
   hispanic: 2758
   bachelors_plus: 21536
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ny/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/house/115"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2758 |
 | Bachelor's or higher | 21536 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 45](/us/states/ny/districts/senate/45.md) — 100% (state senate)
+- [NY House District 115](/us/states/ny/districts/house/115.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/columbia/index.md b/data/jurisdictions/us/states/ny/counties/columbia/index.md
index a03bcdb3a1..56c1a7bcf7 100644
--- a/data/jurisdictions/us/states/ny/counties/columbia/index.md
+++ b/data/jurisdictions/us/states/ny/counties/columbia/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 119
   hispanic: 3827
   bachelors_plus: 28315
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/senate/41"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ny/districts/house/106"
+    rel: in-district
+    area_weight: 0.8146
+  - to: "us/states/ny/districts/house/107"
+    rel: in-district
+    area_weight: 0.1854
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3827 |
 | Bachelor's or higher | 28315 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 100% (congressional)
+- [NY Senate District 41](/us/states/ny/districts/senate/41.md) — 100% (state senate)
+- [NY House District 106](/us/states/ny/districts/house/106.md) — 81% (state house)
+- [NY House District 107](/us/states/ny/districts/house/107.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/cortland/index.md b/data/jurisdictions/us/states/ny/counties/cortland/index.md
index a8612ce358..fe1fd7647d 100644
--- a/data/jurisdictions/us/states/ny/counties/cortland/index.md
+++ b/data/jurisdictions/us/states/ny/counties/cortland/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 27
   hispanic: 1666
   bachelors_plus: 12589
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.5163
+  - to: "us/states/ny/districts/22"
+    rel: in-district
+    area_weight: 0.4837
+  - to: "us/states/ny/districts/senate/52"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/131"
+    rel: in-district
+    area_weight: 0.7001
+  - to: "us/states/ny/districts/house/125"
+    rel: in-district
+    area_weight: 0.2999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1666 |
 | Bachelor's or higher | 12589 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 52% (congressional)
+- [NY-22](/us/states/ny/districts/22.md) — 48% (congressional)
+- [NY Senate District 52](/us/states/ny/districts/senate/52.md) — 100% (state senate)
+- [NY House District 131](/us/states/ny/districts/house/131.md) — 70% (state house)
+- [NY House District 125](/us/states/ny/districts/house/125.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/delaware/index.md b/data/jurisdictions/us/states/ny/counties/delaware/index.md
index d479eccabc..2b9a869d8a 100644
--- a/data/jurisdictions/us/states/ny/counties/delaware/index.md
+++ b/data/jurisdictions/us/states/ny/counties/delaware/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 308
   hispanic: 2179
   bachelors_plus: 13217
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/senate/51"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ny/districts/house/102"
+    rel: in-district
+    area_weight: 0.4777
+  - to: "us/states/ny/districts/house/101"
+    rel: in-district
+    area_weight: 0.3492
+  - to: "us/states/ny/districts/house/121"
+    rel: in-district
+    area_weight: 0.1731
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2179 |
 | Bachelor's or higher | 13217 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 100% (congressional)
+- [NY Senate District 51](/us/states/ny/districts/senate/51.md) — 100% (state senate)
+- [NY House District 102](/us/states/ny/districts/house/102.md) — 48% (state house)
+- [NY House District 101](/us/states/ny/districts/house/101.md) — 35% (state house)
+- [NY House District 121](/us/states/ny/districts/house/121.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/dutchess/index.md b/data/jurisdictions/us/states/ny/counties/dutchess/index.md
index 53534d8174..99ec4a1055 100644
--- a/data/jurisdictions/us/states/ny/counties/dutchess/index.md
+++ b/data/jurisdictions/us/states/ny/counties/dutchess/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1824
   hispanic: 46023
   bachelors_plus: 129718
+districts:
+  - to: "us/states/ny/districts/18"
+    rel: in-district
+    area_weight: 0.8628
+  - to: "us/states/ny/districts/17"
+    rel: in-district
+    area_weight: 0.1369
+  - to: "us/states/ny/districts/senate/41"
+    rel: in-district
+    area_weight: 0.6214
+  - to: "us/states/ny/districts/senate/39"
+    rel: in-district
+    area_weight: 0.3785
+  - to: "us/states/ny/districts/house/105"
+    rel: in-district
+    area_weight: 0.4471
+  - to: "us/states/ny/districts/house/106"
+    rel: in-district
+    area_weight: 0.441
+  - to: "us/states/ny/districts/house/103"
+    rel: in-district
+    area_weight: 0.097
+  - to: "us/states/ny/districts/house/104"
+    rel: in-district
+    area_weight: 0.0148
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 46023 |
 | Bachelor's or higher | 129718 |
 
+## Districts
+
+- [NY-18](/us/states/ny/districts/18.md) — 86% (congressional)
+- [NY-17](/us/states/ny/districts/17.md) — 14% (congressional)
+- [NY Senate District 41](/us/states/ny/districts/senate/41.md) — 62% (state senate)
+- [NY Senate District 39](/us/states/ny/districts/senate/39.md) — 38% (state senate)
+- [NY House District 105](/us/states/ny/districts/house/105.md) — 45% (state house)
+- [NY House District 106](/us/states/ny/districts/house/106.md) — 44% (state house)
+- [NY House District 103](/us/states/ny/districts/house/103.md) — 10% (state house)
+- [NY House District 104](/us/states/ny/districts/house/104.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/erie/index.md b/data/jurisdictions/us/states/ny/counties/erie/index.md
index d119d64b48..a8a7aa8774 100644
--- a/data/jurisdictions/us/states/ny/counties/erie/index.md
+++ b/data/jurisdictions/us/states/ny/counties/erie/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 3857
   hispanic: 60918
   bachelors_plus: 371632
+districts:
+  - to: "us/states/ny/districts/23"
+    rel: in-district
+    area_weight: 0.6867
+  - to: "us/states/ny/districts/26"
+    rel: in-district
+    area_weight: 0.1718
+  - to: "us/states/ny/districts/senate/60"
+    rel: in-district
+    area_weight: 0.7042
+  - to: "us/states/ny/districts/senate/61"
+    rel: in-district
+    area_weight: 0.0989
+  - to: "us/states/ny/districts/senate/63"
+    rel: in-district
+    area_weight: 0.0559
+  - to: "us/states/ny/districts/house/147"
+    rel: in-district
+    area_weight: 0.4979
+  - to: "us/states/ny/districts/house/144"
+    rel: in-district
+    area_weight: 0.1088
+  - to: "us/states/ny/districts/house/142"
+    rel: in-district
+    area_weight: 0.0448
+  - to: "us/states/ny/districts/house/149"
+    rel: in-district
+    area_weight: 0.0444
+  - to: "us/states/ny/districts/house/146"
+    rel: in-district
+    area_weight: 0.0438
+  - to: "us/states/ny/districts/house/143"
+    rel: in-district
+    area_weight: 0.0334
+  - to: "us/states/ny/districts/house/145"
+    rel: in-district
+    area_weight: 0.0273
+  - to: "us/states/ny/districts/house/140"
+    rel: in-district
+    area_weight: 0.0225
+  - to: "us/states/ny/districts/house/150"
+    rel: in-district
+    area_weight: 0.0209
+  - to: "us/states/ny/districts/house/141"
+    rel: in-district
+    area_weight: 0.0139
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 60918 |
 | Bachelor's or higher | 371632 |
 
+## Districts
+
+- [NY-23](/us/states/ny/districts/23.md) — 69% (congressional)
+- [NY-26](/us/states/ny/districts/26.md) — 17% (congressional)
+- [NY Senate District 60](/us/states/ny/districts/senate/60.md) — 70% (state senate)
+- [NY Senate District 61](/us/states/ny/districts/senate/61.md) — 10% (state senate)
+- [NY Senate District 63](/us/states/ny/districts/senate/63.md) — 6% (state senate)
+- [NY House District 147](/us/states/ny/districts/house/147.md) — 50% (state house)
+- [NY House District 144](/us/states/ny/districts/house/144.md) — 11% (state house)
+- [NY House District 142](/us/states/ny/districts/house/142.md) — 4% (state house)
+- [NY House District 149](/us/states/ny/districts/house/149.md) — 4% (state house)
+- [NY House District 146](/us/states/ny/districts/house/146.md) — 4% (state house)
+- [NY House District 143](/us/states/ny/districts/house/143.md) — 3% (state house)
+- [NY House District 145](/us/states/ny/districts/house/145.md) — 3% (state house)
+- [NY House District 140](/us/states/ny/districts/house/140.md) — 2% (state house)
+- [NY House District 150](/us/states/ny/districts/house/150.md) — 2% (state house)
+- [NY House District 141](/us/states/ny/districts/house/141.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/essex/index.md b/data/jurisdictions/us/states/ny/counties/essex/index.md
index 97a31fbb86..085a1fd726 100644
--- a/data/jurisdictions/us/states/ny/counties/essex/index.md
+++ b/data/jurisdictions/us/states/ny/counties/essex/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 59
   hispanic: 1059
   bachelors_plus: 13818
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/114"
+    rel: in-district
+    area_weight: 0.7361
+  - to: "us/states/ny/districts/house/115"
+    rel: in-district
+    area_weight: 0.2638
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1059 |
 | Bachelor's or higher | 13818 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 45](/us/states/ny/districts/senate/45.md) — 100% (state senate)
+- [NY House District 114](/us/states/ny/districts/house/114.md) — 74% (state house)
+- [NY House District 115](/us/states/ny/districts/house/115.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/franklin/index.md b/data/jurisdictions/us/states/ny/counties/franklin/index.md
index d7c5883b33..faa963014a 100644
--- a/data/jurisdictions/us/states/ny/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/ny/counties/franklin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3293
   hispanic: 1350
   bachelors_plus: 11854
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/115"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1350 |
 | Bachelor's or higher | 11854 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 45](/us/states/ny/districts/senate/45.md) — 100% (state senate)
+- [NY House District 115](/us/states/ny/districts/house/115.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/fulton/index.md b/data/jurisdictions/us/states/ny/counties/fulton/index.md
index 5ec43a13a8..e58df0e544 100644
--- a/data/jurisdictions/us/states/ny/counties/fulton/index.md
+++ b/data/jurisdictions/us/states/ny/counties/fulton/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2
   hispanic: 2294
   bachelors_plus: 10907
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/senate/49"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/118"
+    rel: in-district
+    area_weight: 0.8112
+  - to: "us/states/ny/districts/house/112"
+    rel: in-district
+    area_weight: 0.1235
+  - to: "us/states/ny/districts/house/114"
+    rel: in-district
+    area_weight: 0.0653
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2294 |
 | Bachelor's or higher | 10907 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 49](/us/states/ny/districts/senate/49.md) — 100% (state senate)
+- [NY House District 118](/us/states/ny/districts/house/118.md) — 81% (state house)
+- [NY House District 112](/us/states/ny/districts/house/112.md) — 12% (state house)
+- [NY House District 114](/us/states/ny/districts/house/114.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/genesee/index.md b/data/jurisdictions/us/states/ny/counties/genesee/index.md
index b7ef745241..7f13a33508 100644
--- a/data/jurisdictions/us/states/ny/counties/genesee/index.md
+++ b/data/jurisdictions/us/states/ny/counties/genesee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 185
   hispanic: 2802
   bachelors_plus: 14278
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/senate/57"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/house/139"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2802 |
 | Bachelor's or higher | 14278 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 100% (congressional)
+- [NY Senate District 57](/us/states/ny/districts/senate/57.md) — 100% (state senate)
+- [NY House District 139](/us/states/ny/districts/house/139.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/greene/index.md b/data/jurisdictions/us/states/ny/counties/greene/index.md
index ad87821724..fe799b7863 100644
--- a/data/jurisdictions/us/states/ny/counties/greene/index.md
+++ b/data/jurisdictions/us/states/ny/counties/greene/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 24
   hispanic: 3212
   bachelors_plus: 15297
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/ny/districts/senate/41"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/102"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3212 |
 | Bachelor's or higher | 15297 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 100% (congressional)
+- [NY Senate District 41](/us/states/ny/districts/senate/41.md) — 100% (state senate)
+- [NY House District 102](/us/states/ny/districts/house/102.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/hamilton/index.md b/data/jurisdictions/us/states/ny/counties/hamilton/index.md
index 73d3929245..df6b40f4e7 100644
--- a/data/jurisdictions/us/states/ny/counties/hamilton/index.md
+++ b/data/jurisdictions/us/states/ny/counties/hamilton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 106
   bachelors_plus: 2054
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ny/districts/senate/49"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/118"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 106 |
 | Bachelor's or higher | 2054 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 49](/us/states/ny/districts/senate/49.md) — 100% (state senate)
+- [NY House District 118](/us/states/ny/districts/house/118.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/herkimer/index.md b/data/jurisdictions/us/states/ny/counties/herkimer/index.md
index 1eaa3fa4e3..0d812f0f40 100644
--- a/data/jurisdictions/us/states/ny/counties/herkimer/index.md
+++ b/data/jurisdictions/us/states/ny/counties/herkimer/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 45
   hispanic: 1700
   bachelors_plus: 13792
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ny/districts/senate/49"
+    rel: in-district
+    area_weight: 0.9394
+  - to: "us/states/ny/districts/senate/53"
+    rel: in-district
+    area_weight: 0.0605
+  - to: "us/states/ny/districts/house/118"
+    rel: in-district
+    area_weight: 0.9633
+  - to: "us/states/ny/districts/house/122"
+    rel: in-district
+    area_weight: 0.0366
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1700 |
 | Bachelor's or higher | 13792 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 49](/us/states/ny/districts/senate/49.md) — 94% (state senate)
+- [NY Senate District 53](/us/states/ny/districts/senate/53.md) — 6% (state senate)
+- [NY House District 118](/us/states/ny/districts/house/118.md) — 96% (state house)
+- [NY House District 122](/us/states/ny/districts/house/122.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/jefferson/index.md b/data/jurisdictions/us/states/ny/counties/jefferson/index.md
index 21a4e77d59..e3ef74c0f2 100644
--- a/data/jurisdictions/us/states/ny/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/ny/counties/jefferson/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 432
   hispanic: 8657
   bachelors_plus: 27819
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.5954
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.1506
+  - to: "us/states/ny/districts/senate/49"
+    rel: in-district
+    area_weight: 0.7232
+  - to: "us/states/ny/districts/house/116"
+    rel: in-district
+    area_weight: 0.4559
+  - to: "us/states/ny/districts/house/117"
+    rel: in-district
+    area_weight: 0.1538
+  - to: "us/states/ny/districts/house/120"
+    rel: in-district
+    area_weight: 0.1135
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8657 |
 | Bachelor's or higher | 27819 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 60% (congressional)
+- [NY-21](/us/states/ny/districts/21.md) — 15% (congressional)
+- [NY Senate District 49](/us/states/ny/districts/senate/49.md) — 72% (state senate)
+- [NY House District 116](/us/states/ny/districts/house/116.md) — 46% (state house)
+- [NY House District 117](/us/states/ny/districts/house/117.md) — 15% (state house)
+- [NY House District 120](/us/states/ny/districts/house/120.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/kings/index.md b/data/jurisdictions/us/states/ny/counties/kings/index.md
index d7d6864b12..5b8d51413e 100644
--- a/data/jurisdictions/us/states/ny/counties/kings/index.md
+++ b/data/jurisdictions/us/states/ny/counties/kings/index.md
@@ -22,9 +22,120 @@ demographics:
   race_native: 17359
   hispanic: 498746
   bachelors_plus: 1093560
+districts:
+  - to: "us/states/ny/districts/08"
+    rel: in-district
+    area_weight: 0.3938
+  - to: "us/states/ny/districts/09"
+    rel: in-district
+    area_weight: 0.1572
+  - to: "us/states/ny/districts/10"
+    rel: in-district
+    area_weight: 0.1192
+  - to: "us/states/ny/districts/07"
+    rel: in-district
+    area_weight: 0.108
+  - to: "us/states/ny/districts/11"
+    rel: in-district
+    area_weight: 0.0722
+  - to: "us/states/ny/districts/senate/19"
+    rel: in-district
+    area_weight: 0.2287
+  - to: "us/states/ny/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0928
+  - to: "us/states/ny/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0901
+  - to: "us/states/ny/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0841
+  - to: "us/states/ny/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0639
+  - to: "us/states/ny/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0637
+  - to: "us/states/ny/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0637
+  - to: "us/states/ny/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0618
+  - to: "us/states/ny/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0515
+  - to: "us/states/ny/districts/senate/59"
+    rel: in-district
+    area_weight: 0.0185
+  - to: "us/states/ny/districts/house/59"
+    rel: in-district
+    area_weight: 0.198
+  - to: "us/states/ny/districts/house/60"
+    rel: in-district
+    area_weight: 0.0524
+  - to: "us/states/ny/districts/house/46"
+    rel: in-district
+    area_weight: 0.0478
+  - to: "us/states/ny/districts/house/51"
+    rel: in-district
+    area_weight: 0.0471
+  - to: "us/states/ny/districts/house/45"
+    rel: in-district
+    area_weight: 0.0376
+  - to: "us/states/ny/districts/house/41"
+    rel: in-district
+    area_weight: 0.0371
+  - to: "us/states/ny/districts/house/52"
+    rel: in-district
+    area_weight: 0.0357
+  - to: "us/states/ny/districts/house/44"
+    rel: in-district
+    area_weight: 0.0347
+  - to: "us/states/ny/districts/house/58"
+    rel: in-district
+    area_weight: 0.0347
+  - to: "us/states/ny/districts/house/50"
+    rel: in-district
+    area_weight: 0.0314
+  - to: "us/states/ny/districts/house/54"
+    rel: in-district
+    area_weight: 0.0299
+  - to: "us/states/ny/districts/house/53"
+    rel: in-district
+    area_weight: 0.0297
+  - to: "us/states/ny/districts/house/48"
+    rel: in-district
+    area_weight: 0.0267
+  - to: "us/states/ny/districts/house/47"
+    rel: in-district
+    area_weight: 0.0256
+  - to: "us/states/ny/districts/house/55"
+    rel: in-district
+    area_weight: 0.0256
+  - to: "us/states/ny/districts/house/49"
+    rel: in-district
+    area_weight: 0.0243
+  - to: "us/states/ny/districts/house/56"
+    rel: in-district
+    area_weight: 0.0238
+  - to: "us/states/ny/districts/house/57"
+    rel: in-district
+    area_weight: 0.0232
+  - to: "us/states/ny/districts/house/42"
+    rel: in-district
+    area_weight: 0.0231
+  - to: "us/states/ny/districts/house/43"
+    rel: in-district
+    area_weight: 0.0219
+  - to: "us/states/ny/districts/house/64"
+    rel: in-district
+    area_weight: 0.0086
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +167,46 @@ County jurisdiction.
 | Hispanic/Latino | 498746 |
 | Bachelor's or higher | 1093560 |
 
+## Districts
+
+- [NY-08](/us/states/ny/districts/08.md) — 39% (congressional)
+- [NY-09](/us/states/ny/districts/09.md) — 16% (congressional)
+- [NY-10](/us/states/ny/districts/10.md) — 12% (congressional)
+- [NY-07](/us/states/ny/districts/07.md) — 11% (congressional)
+- [NY-11](/us/states/ny/districts/11.md) — 7% (congressional)
+- [NY Senate District 19](/us/states/ny/districts/senate/19.md) — 23% (state senate)
+- [NY Senate District 22](/us/states/ny/districts/senate/22.md) — 9% (state senate)
+- [NY Senate District 26](/us/states/ny/districts/senate/26.md) — 9% (state senate)
+- [NY Senate District 21](/us/states/ny/districts/senate/21.md) — 8% (state senate)
+- [NY Senate District 17](/us/states/ny/districts/senate/17.md) — 6% (state senate)
+- [NY Senate District 18](/us/states/ny/districts/senate/18.md) — 6% (state senate)
+- [NY Senate District 20](/us/states/ny/districts/senate/20.md) — 6% (state senate)
+- [NY Senate District 25](/us/states/ny/districts/senate/25.md) — 6% (state senate)
+- [NY Senate District 23](/us/states/ny/districts/senate/23.md) — 5% (state senate)
+- [NY Senate District 59](/us/states/ny/districts/senate/59.md) — 2% (state senate)
+- [NY House District 59](/us/states/ny/districts/house/59.md) — 20% (state house)
+- [NY House District 60](/us/states/ny/districts/house/60.md) — 5% (state house)
+- [NY House District 46](/us/states/ny/districts/house/46.md) — 5% (state house)
+- [NY House District 51](/us/states/ny/districts/house/51.md) — 5% (state house)
+- [NY House District 45](/us/states/ny/districts/house/45.md) — 4% (state house)
+- [NY House District 41](/us/states/ny/districts/house/41.md) — 4% (state house)
+- [NY House District 52](/us/states/ny/districts/house/52.md) — 4% (state house)
+- [NY House District 44](/us/states/ny/districts/house/44.md) — 3% (state house)
+- [NY House District 58](/us/states/ny/districts/house/58.md) — 3% (state house)
+- [NY House District 50](/us/states/ny/districts/house/50.md) — 3% (state house)
+- [NY House District 54](/us/states/ny/districts/house/54.md) — 3% (state house)
+- [NY House District 53](/us/states/ny/districts/house/53.md) — 3% (state house)
+- [NY House District 48](/us/states/ny/districts/house/48.md) — 3% (state house)
+- [NY House District 47](/us/states/ny/districts/house/47.md) — 3% (state house)
+- [NY House District 55](/us/states/ny/districts/house/55.md) — 3% (state house)
+- [NY House District 49](/us/states/ny/districts/house/49.md) — 2% (state house)
+- [NY House District 56](/us/states/ny/districts/house/56.md) — 2% (state house)
+- [NY House District 57](/us/states/ny/districts/house/57.md) — 2% (state house)
+- [NY House District 42](/us/states/ny/districts/house/42.md) — 2% (state house)
+- [NY House District 43](/us/states/ny/districts/house/43.md) — 2% (state house)
+- [NY House District 64](/us/states/ny/districts/house/64.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/lewis/index.md b/data/jurisdictions/us/states/ny/counties/lewis/index.md
index fb5d7f3d26..5bea331a1e 100644
--- a/data/jurisdictions/us/states/ny/counties/lewis/index.md
+++ b/data/jurisdictions/us/states/ny/counties/lewis/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 480
   bachelors_plus: 4955
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/senate/49"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ny/districts/house/117"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 480 |
 | Bachelor's or higher | 4955 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 49](/us/states/ny/districts/senate/49.md) — 100% (state senate)
+- [NY House District 117](/us/states/ny/districts/house/117.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/livingston/index.md b/data/jurisdictions/us/states/ny/counties/livingston/index.md
index 9364f29675..d6ce1b34fd 100644
--- a/data/jurisdictions/us/states/ny/counties/livingston/index.md
+++ b/data/jurisdictions/us/states/ny/counties/livingston/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 42
   hispanic: 2857
   bachelors_plus: 18558
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/senate/54"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/133"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2857 |
 | Bachelor's or higher | 18558 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 100% (congressional)
+- [NY Senate District 54](/us/states/ny/districts/senate/54.md) — 100% (state senate)
+- [NY House District 133](/us/states/ny/districts/house/133.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/madison/index.md b/data/jurisdictions/us/states/ny/counties/madison/index.md
index ffdcf4d0a0..30156044c0 100644
--- a/data/jurisdictions/us/states/ny/counties/madison/index.md
+++ b/data/jurisdictions/us/states/ny/counties/madison/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 213
   hispanic: 1776
   bachelors_plus: 20095
+districts:
+  - to: "us/states/ny/districts/22"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/ny/districts/senate/53"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/house/121"
+    rel: in-district
+    area_weight: 0.3777
+  - to: "us/states/ny/districts/house/122"
+    rel: in-district
+    area_weight: 0.3696
+  - to: "us/states/ny/districts/house/131"
+    rel: in-district
+    area_weight: 0.1743
+  - to: "us/states/ny/districts/house/127"
+    rel: in-district
+    area_weight: 0.0784
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1776 |
 | Bachelor's or higher | 20095 |
 
+## Districts
+
+- [NY-22](/us/states/ny/districts/22.md) — 100% (congressional)
+- [NY Senate District 53](/us/states/ny/districts/senate/53.md) — 100% (state senate)
+- [NY House District 121](/us/states/ny/districts/house/121.md) — 38% (state house)
+- [NY House District 122](/us/states/ny/districts/house/122.md) — 37% (state house)
+- [NY House District 131](/us/states/ny/districts/house/131.md) — 17% (state house)
+- [NY House District 127](/us/states/ny/districts/house/127.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/monroe/index.md b/data/jurisdictions/us/states/ny/counties/monroe/index.md
index 3f60cacbf9..e5a93c9f89 100644
--- a/data/jurisdictions/us/states/ny/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/ny/counties/monroe/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 1232
   hispanic: 74960
   bachelors_plus: 316529
+districts:
+  - to: "us/states/ny/districts/25"
+    rel: in-district
+    area_weight: 0.4861
+  - to: "us/states/ny/districts/senate/62"
+    rel: in-district
+    area_weight: 0.1384
+  - to: "us/states/ny/districts/senate/54"
+    rel: in-district
+    area_weight: 0.1285
+  - to: "us/states/ny/districts/senate/55"
+    rel: in-district
+    area_weight: 0.1188
+  - to: "us/states/ny/districts/senate/56"
+    rel: in-district
+    area_weight: 0.1008
+  - to: "us/states/ny/districts/house/139"
+    rel: in-district
+    area_weight: 0.1031
+  - to: "us/states/ny/districts/house/135"
+    rel: in-district
+    area_weight: 0.1
+  - to: "us/states/ny/districts/house/134"
+    rel: in-district
+    area_weight: 0.0938
+  - to: "us/states/ny/districts/house/138"
+    rel: in-district
+    area_weight: 0.0882
+  - to: "us/states/ny/districts/house/136"
+    rel: in-district
+    area_weight: 0.0319
+  - to: "us/states/ny/districts/house/130"
+    rel: in-district
+    area_weight: 0.0252
+  - to: "us/states/ny/districts/house/133"
+    rel: in-district
+    area_weight: 0.0224
+  - to: "us/states/ny/districts/house/137"
+    rel: in-district
+    area_weight: 0.0219
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 74960 |
 | Bachelor's or higher | 316529 |
 
+## Districts
+
+- [NY-25](/us/states/ny/districts/25.md) — 49% (congressional)
+- [NY Senate District 62](/us/states/ny/districts/senate/62.md) — 14% (state senate)
+- [NY Senate District 54](/us/states/ny/districts/senate/54.md) — 13% (state senate)
+- [NY Senate District 55](/us/states/ny/districts/senate/55.md) — 12% (state senate)
+- [NY Senate District 56](/us/states/ny/districts/senate/56.md) — 10% (state senate)
+- [NY House District 139](/us/states/ny/districts/house/139.md) — 10% (state house)
+- [NY House District 135](/us/states/ny/districts/house/135.md) — 10% (state house)
+- [NY House District 134](/us/states/ny/districts/house/134.md) — 9% (state house)
+- [NY House District 138](/us/states/ny/districts/house/138.md) — 9% (state house)
+- [NY House District 136](/us/states/ny/districts/house/136.md) — 3% (state house)
+- [NY House District 130](/us/states/ny/districts/house/130.md) — 3% (state house)
+- [NY House District 133](/us/states/ny/districts/house/133.md) — 2% (state house)
+- [NY House District 137](/us/states/ny/districts/house/137.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/montgomery/index.md b/data/jurisdictions/us/states/ny/counties/montgomery/index.md
index b5345af6c8..d7646818a5 100644
--- a/data/jurisdictions/us/states/ny/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/ny/counties/montgomery/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 112
   hispanic: 7632
   bachelors_plus: 10978
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.7869
+  - to: "us/states/ny/districts/20"
+    rel: in-district
+    area_weight: 0.213
+  - to: "us/states/ny/districts/senate/46"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/118"
+    rel: in-district
+    area_weight: 0.7853
+  - to: "us/states/ny/districts/house/111"
+    rel: in-district
+    area_weight: 0.2146
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 7632 |
 | Bachelor's or higher | 10978 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 79% (congressional)
+- [NY-20](/us/states/ny/districts/20.md) — 21% (congressional)
+- [NY Senate District 46](/us/states/ny/districts/senate/46.md) — 100% (state senate)
+- [NY House District 118](/us/states/ny/districts/house/118.md) — 79% (state house)
+- [NY House District 111](/us/states/ny/districts/house/111.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/nassau/index.md b/data/jurisdictions/us/states/ny/counties/nassau/index.md
index e5b0b22aba..4c06c14eec 100644
--- a/data/jurisdictions/us/states/ny/counties/nassau/index.md
+++ b/data/jurisdictions/us/states/ny/counties/nassau/index.md
@@ -22,9 +22,72 @@ demographics:
   race_native: 3134
   hispanic: 260047
   bachelors_plus: 707373
+districts:
+  - to: "us/states/ny/districts/03"
+    rel: in-district
+    area_weight: 0.363
+  - to: "us/states/ny/districts/04"
+    rel: in-district
+    area_weight: 0.2938
+  - to: "us/states/ny/districts/02"
+    rel: in-district
+    area_weight: 0.0507
+  - to: "us/states/ny/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2699
+  - to: "us/states/ny/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1681
+  - to: "us/states/ny/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1062
+  - to: "us/states/ny/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0929
+  - to: "us/states/ny/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0567
+  - to: "us/states/ny/districts/house/15"
+    rel: in-district
+    area_weight: 0.1342
+  - to: "us/states/ny/districts/house/14"
+    rel: in-district
+    area_weight: 0.0974
+  - to: "us/states/ny/districts/house/13"
+    rel: in-district
+    area_weight: 0.0868
+  - to: "us/states/ny/districts/house/16"
+    rel: in-district
+    area_weight: 0.0777
+  - to: "us/states/ny/districts/house/20"
+    rel: in-district
+    area_weight: 0.0627
+  - to: "us/states/ny/districts/house/19"
+    rel: in-district
+    area_weight: 0.049
+  - to: "us/states/ny/districts/house/17"
+    rel: in-district
+    area_weight: 0.0407
+  - to: "us/states/ny/districts/house/9"
+    rel: in-district
+    area_weight: 0.0374
+  - to: "us/states/ny/districts/house/21"
+    rel: in-district
+    area_weight: 0.0371
+  - to: "us/states/ny/districts/house/18"
+    rel: in-district
+    area_weight: 0.0289
+  - to: "us/states/ny/districts/house/22"
+    rel: in-district
+    area_weight: 0.0269
+  - to: "us/states/ny/districts/house/10"
+    rel: in-district
+    area_weight: 0.0126
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +119,30 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 260047 |
 | Bachelor's or higher | 707373 |
 
+## Districts
+
+- [NY-03](/us/states/ny/districts/03.md) — 36% (congressional)
+- [NY-04](/us/states/ny/districts/04.md) — 29% (congressional)
+- [NY-02](/us/states/ny/districts/02.md) — 5% (congressional)
+- [NY Senate District 7](/us/states/ny/districts/senate/7.md) — 27% (state senate)
+- [NY Senate District 5](/us/states/ny/districts/senate/5.md) — 17% (state senate)
+- [NY Senate District 9](/us/states/ny/districts/senate/9.md) — 11% (state senate)
+- [NY Senate District 6](/us/states/ny/districts/senate/6.md) — 9% (state senate)
+- [NY Senate District 8](/us/states/ny/districts/senate/8.md) — 6% (state senate)
+- [NY House District 15](/us/states/ny/districts/house/15.md) — 13% (state house)
+- [NY House District 14](/us/states/ny/districts/house/14.md) — 10% (state house)
+- [NY House District 13](/us/states/ny/districts/house/13.md) — 9% (state house)
+- [NY House District 16](/us/states/ny/districts/house/16.md) — 8% (state house)
+- [NY House District 20](/us/states/ny/districts/house/20.md) — 6% (state house)
+- [NY House District 19](/us/states/ny/districts/house/19.md) — 5% (state house)
+- [NY House District 17](/us/states/ny/districts/house/17.md) — 4% (state house)
+- [NY House District 9](/us/states/ny/districts/house/9.md) — 4% (state house)
+- [NY House District 21](/us/states/ny/districts/house/21.md) — 4% (state house)
+- [NY House District 18](/us/states/ny/districts/house/18.md) — 3% (state house)
+- [NY House District 22](/us/states/ny/districts/house/22.md) — 3% (state house)
+- [NY House District 10](/us/states/ny/districts/house/10.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/new-york/index.md b/data/jurisdictions/us/states/ny/counties/new-york/index.md
index a2bdea5913..591efbfe81 100644
--- a/data/jurisdictions/us/states/ny/counties/new-york/index.md
+++ b/data/jurisdictions/us/states/ny/counties/new-york/index.md
@@ -22,9 +22,84 @@ demographics:
   race_native: 8665
   hispanic: 398102
   bachelors_plus: 1205307
+districts:
+  - to: "us/states/ny/districts/12"
+    rel: in-district
+    area_weight: 0.3805
+  - to: "us/states/ny/districts/13"
+    rel: in-district
+    area_weight: 0.3591
+  - to: "us/states/ny/districts/10"
+    rel: in-district
+    area_weight: 0.2489
+  - to: "us/states/ny/districts/senate/47"
+    rel: in-district
+    area_weight: 0.1717
+  - to: "us/states/ny/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1535
+  - to: "us/states/ny/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1506
+  - to: "us/states/ny/districts/senate/31"
+    rel: in-district
+    area_weight: 0.1485
+  - to: "us/states/ny/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1479
+  - to: "us/states/ny/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0838
+  - to: "us/states/ny/districts/senate/59"
+    rel: in-district
+    area_weight: 0.0634
+  - to: "us/states/ny/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0164
+  - to: "us/states/ny/districts/house/71"
+    rel: in-district
+    area_weight: 0.1267
+  - to: "us/states/ny/districts/house/68"
+    rel: in-district
+    area_weight: 0.1066
+  - to: "us/states/ny/districts/house/75"
+    rel: in-district
+    area_weight: 0.0944
+  - to: "us/states/ny/districts/house/66"
+    rel: in-district
+    area_weight: 0.0803
+  - to: "us/states/ny/districts/house/74"
+    rel: in-district
+    area_weight: 0.0789
+  - to: "us/states/ny/districts/house/69"
+    rel: in-district
+    area_weight: 0.0734
+  - to: "us/states/ny/districts/house/67"
+    rel: in-district
+    area_weight: 0.0706
+  - to: "us/states/ny/districts/house/76"
+    rel: in-district
+    area_weight: 0.0619
+  - to: "us/states/ny/districts/house/70"
+    rel: in-district
+    area_weight: 0.0557
+  - to: "us/states/ny/districts/house/65"
+    rel: in-district
+    area_weight: 0.0556
+  - to: "us/states/ny/districts/house/72"
+    rel: in-district
+    area_weight: 0.0555
+  - to: "us/states/ny/districts/house/73"
+    rel: in-district
+    area_weight: 0.0486
+  - to: "us/states/ny/districts/house/61"
+    rel: in-district
+    area_weight: 0.0264
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +131,34 @@ County jurisdiction.
 | Hispanic/Latino | 398102 |
 | Bachelor's or higher | 1205307 |
 
+## Districts
+
+- [NY-12](/us/states/ny/districts/12.md) — 38% (congressional)
+- [NY-13](/us/states/ny/districts/13.md) — 36% (congressional)
+- [NY-10](/us/states/ny/districts/10.md) — 25% (congressional)
+- [NY Senate District 47](/us/states/ny/districts/senate/47.md) — 17% (state senate)
+- [NY Senate District 28](/us/states/ny/districts/senate/28.md) — 15% (state senate)
+- [NY Senate District 27](/us/states/ny/districts/senate/27.md) — 15% (state senate)
+- [NY Senate District 31](/us/states/ny/districts/senate/31.md) — 15% (state senate)
+- [NY Senate District 30](/us/states/ny/districts/senate/30.md) — 15% (state senate)
+- [NY Senate District 29](/us/states/ny/districts/senate/29.md) — 8% (state senate)
+- [NY Senate District 59](/us/states/ny/districts/senate/59.md) — 6% (state senate)
+- [NY Senate District 26](/us/states/ny/districts/senate/26.md) — 2% (state senate)
+- [NY House District 71](/us/states/ny/districts/house/71.md) — 13% (state house)
+- [NY House District 68](/us/states/ny/districts/house/68.md) — 11% (state house)
+- [NY House District 75](/us/states/ny/districts/house/75.md) — 9% (state house)
+- [NY House District 66](/us/states/ny/districts/house/66.md) — 8% (state house)
+- [NY House District 74](/us/states/ny/districts/house/74.md) — 8% (state house)
+- [NY House District 69](/us/states/ny/districts/house/69.md) — 7% (state house)
+- [NY House District 67](/us/states/ny/districts/house/67.md) — 7% (state house)
+- [NY House District 76](/us/states/ny/districts/house/76.md) — 6% (state house)
+- [NY House District 70](/us/states/ny/districts/house/70.md) — 6% (state house)
+- [NY House District 65](/us/states/ny/districts/house/65.md) — 6% (state house)
+- [NY House District 72](/us/states/ny/districts/house/72.md) — 6% (state house)
+- [NY House District 73](/us/states/ny/districts/house/73.md) — 5% (state house)
+- [NY House District 61](/us/states/ny/districts/house/61.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/niagara/index.md b/data/jurisdictions/us/states/ny/counties/niagara/index.md
index 273de0b91d..cc0c146ef5 100644
--- a/data/jurisdictions/us/states/ny/counties/niagara/index.md
+++ b/data/jurisdictions/us/states/ny/counties/niagara/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1194
   hispanic: 8459
   bachelors_plus: 60405
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.3643
+  - to: "us/states/ny/districts/26"
+    rel: in-district
+    area_weight: 0.0562
+  - to: "us/states/ny/districts/23"
+    rel: in-district
+    area_weight: 0.0454
+  - to: "us/states/ny/districts/senate/62"
+    rel: in-district
+    area_weight: 0.4656
+  - to: "us/states/ny/districts/house/144"
+    rel: in-district
+    area_weight: 0.2993
+  - to: "us/states/ny/districts/house/145"
+    rel: in-district
+    area_weight: 0.1593
+  - to: "us/states/ny/districts/house/140"
+    rel: in-district
+    area_weight: 0.0064
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 8459 |
 | Bachelor's or higher | 60405 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 36% (congressional)
+- [NY-26](/us/states/ny/districts/26.md) — 6% (congressional)
+- [NY-23](/us/states/ny/districts/23.md) — 5% (congressional)
+- [NY Senate District 62](/us/states/ny/districts/senate/62.md) — 47% (state senate)
+- [NY House District 144](/us/states/ny/districts/house/144.md) — 30% (state house)
+- [NY House District 145](/us/states/ny/districts/house/145.md) — 16% (state house)
+- [NY House District 140](/us/states/ny/districts/house/140.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/oneida/index.md b/data/jurisdictions/us/states/ny/counties/oneida/index.md
index 45fcf60978..74115411c8 100644
--- a/data/jurisdictions/us/states/ny/counties/oneida/index.md
+++ b/data/jurisdictions/us/states/ny/counties/oneida/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 436
   hispanic: 16197
   bachelors_plus: 63581
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.7246
+  - to: "us/states/ny/districts/22"
+    rel: in-district
+    area_weight: 0.2752
+  - to: "us/states/ny/districts/senate/53"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/117"
+    rel: in-district
+    area_weight: 0.398
+  - to: "us/states/ny/districts/house/122"
+    rel: in-district
+    area_weight: 0.2846
+  - to: "us/states/ny/districts/house/119"
+    rel: in-district
+    area_weight: 0.1757
+  - to: "us/states/ny/districts/house/118"
+    rel: in-district
+    area_weight: 0.1417
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 16197 |
 | Bachelor's or higher | 63581 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 72% (congressional)
+- [NY-22](/us/states/ny/districts/22.md) — 28% (congressional)
+- [NY Senate District 53](/us/states/ny/districts/senate/53.md) — 100% (state senate)
+- [NY House District 117](/us/states/ny/districts/house/117.md) — 40% (state house)
+- [NY House District 122](/us/states/ny/districts/house/122.md) — 28% (state house)
+- [NY House District 119](/us/states/ny/districts/house/119.md) — 18% (state house)
+- [NY House District 118](/us/states/ny/districts/house/118.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/onondaga/index.md b/data/jurisdictions/us/states/ny/counties/onondaga/index.md
index 5d218da108..11f1df29b5 100644
--- a/data/jurisdictions/us/states/ny/counties/onondaga/index.md
+++ b/data/jurisdictions/us/states/ny/counties/onondaga/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 2263
   hispanic: 27930
   bachelors_plus: 184654
+districts:
+  - to: "us/states/ny/districts/22"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/ny/districts/senate/48"
+    rel: in-district
+    area_weight: 0.6981
+  - to: "us/states/ny/districts/senate/50"
+    rel: in-district
+    area_weight: 0.3018
+  - to: "us/states/ny/districts/house/126"
+    rel: in-district
+    area_weight: 0.5808
+  - to: "us/states/ny/districts/house/127"
+    rel: in-district
+    area_weight: 0.1832
+  - to: "us/states/ny/districts/house/128"
+    rel: in-district
+    area_weight: 0.1539
+  - to: "us/states/ny/districts/house/129"
+    rel: in-district
+    area_weight: 0.0818
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 27930 |
 | Bachelor's or higher | 184654 |
 
+## Districts
+
+- [NY-22](/us/states/ny/districts/22.md) — 100% (congressional)
+- [NY Senate District 48](/us/states/ny/districts/senate/48.md) — 70% (state senate)
+- [NY Senate District 50](/us/states/ny/districts/senate/50.md) — 30% (state senate)
+- [NY House District 126](/us/states/ny/districts/house/126.md) — 58% (state house)
+- [NY House District 127](/us/states/ny/districts/house/127.md) — 18% (state house)
+- [NY House District 128](/us/states/ny/districts/house/128.md) — 15% (state house)
+- [NY House District 129](/us/states/ny/districts/house/129.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/ontario/index.md b/data/jurisdictions/us/states/ny/counties/ontario/index.md
index 3a3cb78d6a..eee3bf49cd 100644
--- a/data/jurisdictions/us/states/ny/counties/ontario/index.md
+++ b/data/jurisdictions/us/states/ny/counties/ontario/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 34
   hispanic: 6438
   bachelors_plus: 44723
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.923
+  - to: "us/states/ny/districts/25"
+    rel: in-district
+    area_weight: 0.077
+  - to: "us/states/ny/districts/senate/54"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/house/131"
+    rel: in-district
+    area_weight: 0.5029
+  - to: "us/states/ny/districts/house/133"
+    rel: in-district
+    area_weight: 0.4969
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 6438 |
 | Bachelor's or higher | 44723 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 92% (congressional)
+- [NY-25](/us/states/ny/districts/25.md) — 8% (congressional)
+- [NY Senate District 54](/us/states/ny/districts/senate/54.md) — 100% (state senate)
+- [NY House District 131](/us/states/ny/districts/house/131.md) — 50% (state house)
+- [NY House District 133](/us/states/ny/districts/house/133.md) — 50% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/orange/index.md b/data/jurisdictions/us/states/ny/counties/orange/index.md
index e33f48a793..e5ade832ff 100644
--- a/data/jurisdictions/us/states/ny/counties/orange/index.md
+++ b/data/jurisdictions/us/states/ny/counties/orange/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 4226
   hispanic: 97218
   bachelors_plus: 121306
+districts:
+  - to: "us/states/ny/districts/18"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ny/districts/senate/42"
+    rel: in-district
+    area_weight: 0.8767
+  - to: "us/states/ny/districts/senate/39"
+    rel: in-district
+    area_weight: 0.123
+  - to: "us/states/ny/districts/house/98"
+    rel: in-district
+    area_weight: 0.4172
+  - to: "us/states/ny/districts/house/101"
+    rel: in-district
+    area_weight: 0.2659
+  - to: "us/states/ny/districts/house/99"
+    rel: in-district
+    area_weight: 0.1737
+  - to: "us/states/ny/districts/house/100"
+    rel: in-district
+    area_weight: 0.0812
+  - to: "us/states/ny/districts/house/104"
+    rel: in-district
+    area_weight: 0.0618
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 97218 |
 | Bachelor's or higher | 121306 |
 
+## Districts
+
+- [NY-18](/us/states/ny/districts/18.md) — 100% (congressional)
+- [NY Senate District 42](/us/states/ny/districts/senate/42.md) — 88% (state senate)
+- [NY Senate District 39](/us/states/ny/districts/senate/39.md) — 12% (state senate)
+- [NY House District 98](/us/states/ny/districts/house/98.md) — 42% (state house)
+- [NY House District 101](/us/states/ny/districts/house/101.md) — 27% (state house)
+- [NY House District 99](/us/states/ny/districts/house/99.md) — 17% (state house)
+- [NY House District 100](/us/states/ny/districts/house/100.md) — 8% (state house)
+- [NY House District 104](/us/states/ny/districts/house/104.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/orleans/index.md b/data/jurisdictions/us/states/ny/counties/orleans/index.md
index 8761c5501e..251c0d5a2f 100644
--- a/data/jurisdictions/us/states/ny/counties/orleans/index.md
+++ b/data/jurisdictions/us/states/ny/counties/orleans/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 167
   hispanic: 2165
   bachelors_plus: 7491
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.4794
+  - to: "us/states/ny/districts/senate/62"
+    rel: in-district
+    area_weight: 0.4796
+  - to: "us/states/ny/districts/house/139"
+    rel: in-district
+    area_weight: 0.4796
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2165 |
 | Bachelor's or higher | 7491 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 48% (congressional)
+- [NY Senate District 62](/us/states/ny/districts/senate/62.md) — 48% (state senate)
+- [NY House District 139](/us/states/ny/districts/house/139.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/oswego/index.md b/data/jurisdictions/us/states/ny/counties/oswego/index.md
index 45a7c0d65e..12d58d3314 100644
--- a/data/jurisdictions/us/states/ny/counties/oswego/index.md
+++ b/data/jurisdictions/us/states/ny/counties/oswego/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 156
   hispanic: 3925
   bachelors_plus: 24137
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.7737
+  - to: "us/states/ny/districts/senate/49"
+    rel: in-district
+    area_weight: 0.3987
+  - to: "us/states/ny/districts/senate/50"
+    rel: in-district
+    area_weight: 0.3771
+  - to: "us/states/ny/districts/house/120"
+    rel: in-district
+    area_weight: 0.7757
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3925 |
 | Bachelor's or higher | 24137 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 77% (congressional)
+- [NY Senate District 49](/us/states/ny/districts/senate/49.md) — 40% (state senate)
+- [NY Senate District 50](/us/states/ny/districts/senate/50.md) — 38% (state senate)
+- [NY House District 120](/us/states/ny/districts/house/120.md) — 78% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/otsego/index.md b/data/jurisdictions/us/states/ny/counties/otsego/index.md
index e2ac7c97bb..8ff658db19 100644
--- a/data/jurisdictions/us/states/ny/counties/otsego/index.md
+++ b/data/jurisdictions/us/states/ny/counties/otsego/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 140
   hispanic: 2687
   bachelors_plus: 19589
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ny/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/house/102"
+    rel: in-district
+    area_weight: 0.3904
+  - to: "us/states/ny/districts/house/122"
+    rel: in-district
+    area_weight: 0.3142
+  - to: "us/states/ny/districts/house/121"
+    rel: in-district
+    area_weight: 0.2633
+  - to: "us/states/ny/districts/house/118"
+    rel: in-district
+    area_weight: 0.0321
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 2687 |
 | Bachelor's or higher | 19589 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 100% (congressional)
+- [NY Senate District 51](/us/states/ny/districts/senate/51.md) — 100% (state senate)
+- [NY House District 102](/us/states/ny/districts/house/102.md) — 39% (state house)
+- [NY House District 122](/us/states/ny/districts/house/122.md) — 31% (state house)
+- [NY House District 121](/us/states/ny/districts/house/121.md) — 26% (state house)
+- [NY House District 118](/us/states/ny/districts/house/118.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/putnam/index.md b/data/jurisdictions/us/states/ny/counties/putnam/index.md
index af8dbadf77..1f320c9211 100644
--- a/data/jurisdictions/us/states/ny/counties/putnam/index.md
+++ b/data/jurisdictions/us/states/ny/counties/putnam/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 181
   hispanic: 19656
   bachelors_plus: 47081
+districts:
+  - to: "us/states/ny/districts/17"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ny/districts/senate/40"
+    rel: in-district
+    area_weight: 0.6171
+  - to: "us/states/ny/districts/senate/39"
+    rel: in-district
+    area_weight: 0.3828
+  - to: "us/states/ny/districts/house/94"
+    rel: in-district
+    area_weight: 0.7905
+  - to: "us/states/ny/districts/house/95"
+    rel: in-district
+    area_weight: 0.2094
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 19656 |
 | Bachelor's or higher | 47081 |
 
+## Districts
+
+- [NY-17](/us/states/ny/districts/17.md) — 100% (congressional)
+- [NY Senate District 40](/us/states/ny/districts/senate/40.md) — 62% (state senate)
+- [NY Senate District 39](/us/states/ny/districts/senate/39.md) — 38% (state senate)
+- [NY House District 94](/us/states/ny/districts/house/94.md) — 79% (state house)
+- [NY House District 95](/us/states/ny/districts/house/95.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/queens/index.md b/data/jurisdictions/us/states/ny/counties/queens/index.md
index 6cadf9d57b..a0c466a5c7 100644
--- a/data/jurisdictions/us/states/ny/counties/queens/index.md
+++ b/data/jurisdictions/us/states/ny/counties/queens/index.md
@@ -22,9 +22,111 @@ demographics:
   race_native: 18828
   hispanic: 652505
   bachelors_plus: 851996
+districts:
+  - to: "us/states/ny/districts/05"
+    rel: in-district
+    area_weight: 0.3164
+  - to: "us/states/ny/districts/06"
+    rel: in-district
+    area_weight: 0.1441
+  - to: "us/states/ny/districts/03"
+    rel: in-district
+    area_weight: 0.0887
+  - to: "us/states/ny/districts/14"
+    rel: in-district
+    area_weight: 0.0782
+  - to: "us/states/ny/districts/07"
+    rel: in-district
+    area_weight: 0.066
+  - to: "us/states/ny/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2053
+  - to: "us/states/ny/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1417
+  - to: "us/states/ny/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0827
+  - to: "us/states/ny/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0738
+  - to: "us/states/ny/districts/senate/15"
+    rel: in-district
+    area_weight: 0.057
+  - to: "us/states/ny/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0569
+  - to: "us/states/ny/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0268
+  - to: "us/states/ny/districts/senate/59"
+    rel: in-district
+    area_weight: 0.0187
+  - to: "us/states/ny/districts/senate/18"
+    rel: in-district
+    area_weight: 0.008
+  - to: "us/states/ny/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0076
+  - to: "us/states/ny/districts/house/31"
+    rel: in-district
+    area_weight: 0.1103
+  - to: "us/states/ny/districts/house/23"
+    rel: in-district
+    area_weight: 0.0892
+  - to: "us/states/ny/districts/house/27"
+    rel: in-district
+    area_weight: 0.0595
+  - to: "us/states/ny/districts/house/26"
+    rel: in-district
+    area_weight: 0.0584
+  - to: "us/states/ny/districts/house/25"
+    rel: in-district
+    area_weight: 0.0369
+  - to: "us/states/ny/districts/house/33"
+    rel: in-district
+    area_weight: 0.0351
+  - to: "us/states/ny/districts/house/29"
+    rel: in-district
+    area_weight: 0.0344
+  - to: "us/states/ny/districts/house/37"
+    rel: in-district
+    area_weight: 0.0321
+  - to: "us/states/ny/districts/house/24"
+    rel: in-district
+    area_weight: 0.0318
+  - to: "us/states/ny/districts/house/28"
+    rel: in-district
+    area_weight: 0.0289
+  - to: "us/states/ny/districts/house/35"
+    rel: in-district
+    area_weight: 0.0272
+  - to: "us/states/ny/districts/house/38"
+    rel: in-district
+    area_weight: 0.0246
+  - to: "us/states/ny/districts/house/32"
+    rel: in-district
+    area_weight: 0.0243
+  - to: "us/states/ny/districts/house/34"
+    rel: in-district
+    area_weight: 0.0226
+  - to: "us/states/ny/districts/house/40"
+    rel: in-district
+    area_weight: 0.0185
+  - to: "us/states/ny/districts/house/36"
+    rel: in-district
+    area_weight: 0.0178
+  - to: "us/states/ny/districts/house/30"
+    rel: in-district
+    area_weight: 0.0164
+  - to: "us/states/ny/districts/house/39"
+    rel: in-district
+    area_weight: 0.0105
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +158,43 @@ County jurisdiction.
 | Hispanic/Latino | 652505 |
 | Bachelor's or higher | 851996 |
 
+## Districts
+
+- [NY-05](/us/states/ny/districts/05.md) — 32% (congressional)
+- [NY-06](/us/states/ny/districts/06.md) — 14% (congressional)
+- [NY-03](/us/states/ny/districts/03.md) — 9% (congressional)
+- [NY-14](/us/states/ny/districts/14.md) — 8% (congressional)
+- [NY-07](/us/states/ny/districts/07.md) — 7% (congressional)
+- [NY Senate District 10](/us/states/ny/districts/senate/10.md) — 21% (state senate)
+- [NY Senate District 11](/us/states/ny/districts/senate/11.md) — 14% (state senate)
+- [NY Senate District 16](/us/states/ny/districts/senate/16.md) — 8% (state senate)
+- [NY Senate District 14](/us/states/ny/districts/senate/14.md) — 7% (state senate)
+- [NY Senate District 15](/us/states/ny/districts/senate/15.md) — 6% (state senate)
+- [NY Senate District 12](/us/states/ny/districts/senate/12.md) — 6% (state senate)
+- [NY Senate District 13](/us/states/ny/districts/senate/13.md) — 3% (state senate)
+- [NY Senate District 59](/us/states/ny/districts/senate/59.md) — 2% (state senate)
+- [NY Senate District 18](/us/states/ny/districts/senate/18.md) — 1% (state senate)
+- [NY Senate District 19](/us/states/ny/districts/senate/19.md) — 1% (state senate)
+- [NY House District 31](/us/states/ny/districts/house/31.md) — 11% (state house)
+- [NY House District 23](/us/states/ny/districts/house/23.md) — 9% (state house)
+- [NY House District 27](/us/states/ny/districts/house/27.md) — 6% (state house)
+- [NY House District 26](/us/states/ny/districts/house/26.md) — 6% (state house)
+- [NY House District 25](/us/states/ny/districts/house/25.md) — 4% (state house)
+- [NY House District 33](/us/states/ny/districts/house/33.md) — 4% (state house)
+- [NY House District 29](/us/states/ny/districts/house/29.md) — 3% (state house)
+- [NY House District 37](/us/states/ny/districts/house/37.md) — 3% (state house)
+- [NY House District 24](/us/states/ny/districts/house/24.md) — 3% (state house)
+- [NY House District 28](/us/states/ny/districts/house/28.md) — 3% (state house)
+- [NY House District 35](/us/states/ny/districts/house/35.md) — 3% (state house)
+- [NY House District 38](/us/states/ny/districts/house/38.md) — 2% (state house)
+- [NY House District 32](/us/states/ny/districts/house/32.md) — 2% (state house)
+- [NY House District 34](/us/states/ny/districts/house/34.md) — 2% (state house)
+- [NY House District 40](/us/states/ny/districts/house/40.md) — 2% (state house)
+- [NY House District 36](/us/states/ny/districts/house/36.md) — 2% (state house)
+- [NY House District 30](/us/states/ny/districts/house/30.md) — 2% (state house)
+- [NY House District 39](/us/states/ny/districts/house/39.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/rensselaer/index.md b/data/jurisdictions/us/states/ny/counties/rensselaer/index.md
index 3ae7092503..c5f982283d 100644
--- a/data/jurisdictions/us/states/ny/counties/rensselaer/index.md
+++ b/data/jurisdictions/us/states/ny/counties/rensselaer/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 250
   hispanic: 9863
   bachelors_plus: 60326
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.6729
+  - to: "us/states/ny/districts/20"
+    rel: in-district
+    area_weight: 0.3266
+  - to: "us/states/ny/districts/senate/43"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ny/districts/house/107"
+    rel: in-district
+    area_weight: 0.913
+  - to: "us/states/ny/districts/house/108"
+    rel: in-district
+    area_weight: 0.0867
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 9863 |
 | Bachelor's or higher | 60326 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 67% (congressional)
+- [NY-20](/us/states/ny/districts/20.md) — 33% (congressional)
+- [NY Senate District 43](/us/states/ny/districts/senate/43.md) — 100% (state senate)
+- [NY House District 107](/us/states/ny/districts/house/107.md) — 91% (state house)
+- [NY House District 108](/us/states/ny/districts/house/108.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/richmond/index.md b/data/jurisdictions/us/states/ny/counties/richmond/index.md
index e5df864f22..cd4d481781 100644
--- a/data/jurisdictions/us/states/ny/counties/richmond/index.md
+++ b/data/jurisdictions/us/states/ny/counties/richmond/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 2575
   hispanic: 96941
   bachelors_plus: 172990
+districts:
+  - to: "us/states/ny/districts/11"
+    rel: in-district
+    area_weight: 0.6033
+  - to: "us/states/ny/districts/senate/24"
+    rel: in-district
+    area_weight: 0.4442
+  - to: "us/states/ny/districts/senate/23"
+    rel: in-district
+    area_weight: 0.117
+  - to: "us/states/ny/districts/house/62"
+    rel: in-district
+    area_weight: 0.1966
+  - to: "us/states/ny/districts/house/63"
+    rel: in-district
+    area_weight: 0.182
+  - to: "us/states/ny/districts/house/64"
+    rel: in-district
+    area_weight: 0.1188
+  - to: "us/states/ny/districts/house/61"
+    rel: in-district
+    area_weight: 0.0638
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 96941 |
 | Bachelor's or higher | 172990 |
 
+## Districts
+
+- [NY-11](/us/states/ny/districts/11.md) — 60% (congressional)
+- [NY Senate District 24](/us/states/ny/districts/senate/24.md) — 44% (state senate)
+- [NY Senate District 23](/us/states/ny/districts/senate/23.md) — 12% (state senate)
+- [NY House District 62](/us/states/ny/districts/house/62.md) — 20% (state house)
+- [NY House District 63](/us/states/ny/districts/house/63.md) — 18% (state house)
+- [NY House District 64](/us/states/ny/districts/house/64.md) — 12% (state house)
+- [NY House District 61](/us/states/ny/districts/house/61.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/rockland/index.md b/data/jurisdictions/us/states/ny/counties/rockland/index.md
index 9f55254fa6..4b6470b05b 100644
--- a/data/jurisdictions/us/states/ny/counties/rockland/index.md
+++ b/data/jurisdictions/us/states/ny/counties/rockland/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1457
   hispanic: 70586
   bachelors_plus: 129326
+districts:
+  - to: "us/states/ny/districts/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/senate/38"
+    rel: in-district
+    area_weight: 0.8409
+  - to: "us/states/ny/districts/senate/40"
+    rel: in-district
+    area_weight: 0.159
+  - to: "us/states/ny/districts/house/96"
+    rel: in-district
+    area_weight: 0.39
+  - to: "us/states/ny/districts/house/97"
+    rel: in-district
+    area_weight: 0.2268
+  - to: "us/states/ny/districts/house/98"
+    rel: in-district
+    area_weight: 0.2241
+  - to: "us/states/ny/districts/house/99"
+    rel: in-district
+    area_weight: 0.159
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 70586 |
 | Bachelor's or higher | 129326 |
 
+## Districts
+
+- [NY-17](/us/states/ny/districts/17.md) — 100% (congressional)
+- [NY Senate District 38](/us/states/ny/districts/senate/38.md) — 84% (state senate)
+- [NY Senate District 40](/us/states/ny/districts/senate/40.md) — 16% (state senate)
+- [NY House District 96](/us/states/ny/districts/house/96.md) — 39% (state house)
+- [NY House District 97](/us/states/ny/districts/house/97.md) — 23% (state house)
+- [NY House District 98](/us/states/ny/districts/house/98.md) — 22% (state house)
+- [NY House District 99](/us/states/ny/districts/house/99.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/saratoga/index.md b/data/jurisdictions/us/states/ny/counties/saratoga/index.md
index cc59299a1b..7ae2654009 100644
--- a/data/jurisdictions/us/states/ny/counties/saratoga/index.md
+++ b/data/jurisdictions/us/states/ny/counties/saratoga/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 467
   hispanic: 9412
   bachelors_plus: 114695
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.5792
+  - to: "us/states/ny/districts/20"
+    rel: in-district
+    area_weight: 0.4208
+  - to: "us/states/ny/districts/senate/44"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/house/114"
+    rel: in-district
+    area_weight: 0.3604
+  - to: "us/states/ny/districts/house/112"
+    rel: in-district
+    area_weight: 0.3227
+  - to: "us/states/ny/districts/house/113"
+    rel: in-district
+    area_weight: 0.3081
+  - to: "us/states/ny/districts/house/108"
+    rel: in-district
+    area_weight: 0.0087
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 9412 |
 | Bachelor's or higher | 114695 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 58% (congressional)
+- [NY-20](/us/states/ny/districts/20.md) — 42% (congressional)
+- [NY Senate District 44](/us/states/ny/districts/senate/44.md) — 100% (state senate)
+- [NY House District 114](/us/states/ny/districts/house/114.md) — 36% (state house)
+- [NY House District 112](/us/states/ny/districts/house/112.md) — 32% (state house)
+- [NY House District 113](/us/states/ny/districts/house/113.md) — 31% (state house)
+- [NY House District 108](/us/states/ny/districts/house/108.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/schenectady/index.md b/data/jurisdictions/us/states/ny/counties/schenectady/index.md
index 6d54ea12af..06dbd233a9 100644
--- a/data/jurisdictions/us/states/ny/counties/schenectady/index.md
+++ b/data/jurisdictions/us/states/ny/counties/schenectady/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 625
   hispanic: 13270
   bachelors_plus: 58582
+districts:
+  - to: "us/states/ny/districts/20"
+    rel: in-district
+    area_weight: 0.9962
+  - to: "us/states/ny/districts/senate/46"
+    rel: in-district
+    area_weight: 0.8756
+  - to: "us/states/ny/districts/senate/44"
+    rel: in-district
+    area_weight: 0.1242
+  - to: "us/states/ny/districts/house/111"
+    rel: in-district
+    area_weight: 0.6815
+  - to: "us/states/ny/districts/house/112"
+    rel: in-district
+    area_weight: 0.2325
+  - to: "us/states/ny/districts/house/110"
+    rel: in-district
+    area_weight: 0.0859
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 13270 |
 | Bachelor's or higher | 58582 |
 
+## Districts
+
+- [NY-20](/us/states/ny/districts/20.md) — 100% (congressional)
+- [NY Senate District 46](/us/states/ny/districts/senate/46.md) — 88% (state senate)
+- [NY Senate District 44](/us/states/ny/districts/senate/44.md) — 12% (state senate)
+- [NY House District 111](/us/states/ny/districts/house/111.md) — 68% (state house)
+- [NY House District 112](/us/states/ny/districts/house/112.md) — 23% (state house)
+- [NY House District 110](/us/states/ny/districts/house/110.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/schoharie/index.md b/data/jurisdictions/us/states/ny/counties/schoharie/index.md
index 50cee92f9d..78da2dbefc 100644
--- a/data/jurisdictions/us/states/ny/counties/schoharie/index.md
+++ b/data/jurisdictions/us/states/ny/counties/schoharie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 35
   hispanic: 1209
   bachelors_plus: 8387
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/ny/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/102"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1209 |
 | Bachelor's or higher | 8387 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 51](/us/states/ny/districts/senate/51.md) — 100% (state senate)
+- [NY House District 102](/us/states/ny/districts/house/102.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/schuyler/index.md b/data/jurisdictions/us/states/ny/counties/schuyler/index.md
index 66201e1537..3f2eafe26d 100644
--- a/data/jurisdictions/us/states/ny/counties/schuyler/index.md
+++ b/data/jurisdictions/us/states/ny/counties/schuyler/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 39
   hispanic: 366
   bachelors_plus: 5304
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.5245
+  - to: "us/states/ny/districts/23"
+    rel: in-district
+    area_weight: 0.4751
+  - to: "us/states/ny/districts/senate/58"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/132"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 366 |
 | Bachelor's or higher | 5304 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 52% (congressional)
+- [NY-23](/us/states/ny/districts/23.md) — 48% (congressional)
+- [NY Senate District 58](/us/states/ny/districts/senate/58.md) — 100% (state senate)
+- [NY House District 132](/us/states/ny/districts/house/132.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/seneca/index.md b/data/jurisdictions/us/states/ny/counties/seneca/index.md
index 09bf232eef..71bef6fab4 100644
--- a/data/jurisdictions/us/states/ny/counties/seneca/index.md
+++ b/data/jurisdictions/us/states/ny/counties/seneca/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 36
   hispanic: 1436
   bachelors_plus: 8246
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ny/districts/senate/58"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/house/132"
+    rel: in-district
+    area_weight: 0.545
+  - to: "us/states/ny/districts/house/131"
+    rel: in-district
+    area_weight: 0.4549
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1436 |
 | Bachelor's or higher | 8246 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 100% (congressional)
+- [NY Senate District 58](/us/states/ny/districts/senate/58.md) — 100% (state senate)
+- [NY House District 132](/us/states/ny/districts/house/132.md) — 55% (state house)
+- [NY House District 131](/us/states/ny/districts/house/131.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/st-lawrence/index.md b/data/jurisdictions/us/states/ny/counties/st-lawrence/index.md
index d49ac8895d..e7fa6418d0 100644
--- a/data/jurisdictions/us/states/ny/counties/st-lawrence/index.md
+++ b/data/jurisdictions/us/states/ny/counties/st-lawrence/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 541
   hispanic: 2727
   bachelors_plus: 26767
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/ny/districts/senate/45"
+    rel: in-district
+    area_weight: 0.6076
+  - to: "us/states/ny/districts/senate/49"
+    rel: in-district
+    area_weight: 0.3923
+  - to: "us/states/ny/districts/house/117"
+    rel: in-district
+    area_weight: 0.6732
+  - to: "us/states/ny/districts/house/116"
+    rel: in-district
+    area_weight: 0.3265
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2727 |
 | Bachelor's or higher | 26767 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 45](/us/states/ny/districts/senate/45.md) — 61% (state senate)
+- [NY Senate District 49](/us/states/ny/districts/senate/49.md) — 39% (state senate)
+- [NY House District 117](/us/states/ny/districts/house/117.md) — 67% (state house)
+- [NY House District 116](/us/states/ny/districts/house/116.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/steuben/index.md b/data/jurisdictions/us/states/ny/counties/steuben/index.md
index 31a4adf505..c17d6cd097 100644
--- a/data/jurisdictions/us/states/ny/counties/steuben/index.md
+++ b/data/jurisdictions/us/states/ny/counties/steuben/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 75
   hispanic: 1855
   bachelors_plus: 25686
+districts:
+  - to: "us/states/ny/districts/23"
+    rel: in-district
+    area_weight: 0.7752
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.2247
+  - to: "us/states/ny/districts/senate/58"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/132"
+    rel: in-district
+    area_weight: 0.5974
+  - to: "us/states/ny/districts/house/148"
+    rel: in-district
+    area_weight: 0.2039
+  - to: "us/states/ny/districts/house/133"
+    rel: in-district
+    area_weight: 0.1987
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1855 |
 | Bachelor's or higher | 25686 |
 
+## Districts
+
+- [NY-23](/us/states/ny/districts/23.md) — 78% (congressional)
+- [NY-24](/us/states/ny/districts/24.md) — 22% (congressional)
+- [NY Senate District 58](/us/states/ny/districts/senate/58.md) — 100% (state senate)
+- [NY House District 132](/us/states/ny/districts/house/132.md) — 60% (state house)
+- [NY House District 148](/us/states/ny/districts/house/148.md) — 20% (state house)
+- [NY House District 133](/us/states/ny/districts/house/133.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/suffolk/index.md b/data/jurisdictions/us/states/ny/counties/suffolk/index.md
index 57a7281645..2d7389e54d 100644
--- a/data/jurisdictions/us/states/ny/counties/suffolk/index.md
+++ b/data/jurisdictions/us/states/ny/counties/suffolk/index.md
@@ -22,9 +22,72 @@ demographics:
   race_native: 6949
   hispanic: 348579
   bachelors_plus: 632462
+districts:
+  - to: "us/states/ny/districts/01"
+    rel: in-district
+    area_weight: 0.34
+  - to: "us/states/ny/districts/02"
+    rel: in-district
+    area_weight: 0.1378
+  - to: "us/states/ny/districts/03"
+    rel: in-district
+    area_weight: 0.011
+  - to: "us/states/ny/districts/senate/1"
+    rel: in-district
+    area_weight: 0.2314
+  - to: "us/states/ny/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1021
+  - to: "us/states/ny/districts/senate/2"
+    rel: in-district
+    area_weight: 0.064
+  - to: "us/states/ny/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0569
+  - to: "us/states/ny/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0296
+  - to: "us/states/ny/districts/house/1"
+    rel: in-district
+    area_weight: 0.1679
+  - to: "us/states/ny/districts/house/2"
+    rel: in-district
+    area_weight: 0.0715
+  - to: "us/states/ny/districts/house/7"
+    rel: in-district
+    area_weight: 0.0576
+  - to: "us/states/ny/districts/house/3"
+    rel: in-district
+    area_weight: 0.0344
+  - to: "us/states/ny/districts/house/8"
+    rel: in-district
+    area_weight: 0.0268
+  - to: "us/states/ny/districts/house/12"
+    rel: in-district
+    area_weight: 0.0244
+  - to: "us/states/ny/districts/house/4"
+    rel: in-district
+    area_weight: 0.0226
+  - to: "us/states/ny/districts/house/10"
+    rel: in-district
+    area_weight: 0.0212
+  - to: "us/states/ny/districts/house/9"
+    rel: in-district
+    area_weight: 0.0189
+  - to: "us/states/ny/districts/house/5"
+    rel: in-district
+    area_weight: 0.0173
+  - to: "us/states/ny/districts/house/11"
+    rel: in-district
+    area_weight: 0.0121
+  - to: "us/states/ny/districts/house/6"
+    rel: in-district
+    area_weight: 0.0095
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +119,30 @@ County jurisdiction.
 | Hispanic/Latino | 348579 |
 | Bachelor's or higher | 632462 |
 
+## Districts
+
+- [NY-01](/us/states/ny/districts/01.md) — 34% (congressional)
+- [NY-02](/us/states/ny/districts/02.md) — 14% (congressional)
+- [NY-03](/us/states/ny/districts/03.md) — 1% (congressional)
+- [NY Senate District 1](/us/states/ny/districts/senate/1.md) — 23% (state senate)
+- [NY Senate District 3](/us/states/ny/districts/senate/3.md) — 10% (state senate)
+- [NY Senate District 2](/us/states/ny/districts/senate/2.md) — 6% (state senate)
+- [NY Senate District 8](/us/states/ny/districts/senate/8.md) — 6% (state senate)
+- [NY Senate District 4](/us/states/ny/districts/senate/4.md) — 3% (state senate)
+- [NY House District 1](/us/states/ny/districts/house/1.md) — 17% (state house)
+- [NY House District 2](/us/states/ny/districts/house/2.md) — 7% (state house)
+- [NY House District 7](/us/states/ny/districts/house/7.md) — 6% (state house)
+- [NY House District 3](/us/states/ny/districts/house/3.md) — 3% (state house)
+- [NY House District 8](/us/states/ny/districts/house/8.md) — 3% (state house)
+- [NY House District 12](/us/states/ny/districts/house/12.md) — 2% (state house)
+- [NY House District 4](/us/states/ny/districts/house/4.md) — 2% (state house)
+- [NY House District 10](/us/states/ny/districts/house/10.md) — 2% (state house)
+- [NY House District 9](/us/states/ny/districts/house/9.md) — 2% (state house)
+- [NY House District 5](/us/states/ny/districts/house/5.md) — 2% (state house)
+- [NY House District 11](/us/states/ny/districts/house/11.md) — 1% (state house)
+- [NY House District 6](/us/states/ny/districts/house/6.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/sullivan/index.md b/data/jurisdictions/us/states/ny/counties/sullivan/index.md
index 6bb30f5083..815d35393c 100644
--- a/data/jurisdictions/us/states/ny/counties/sullivan/index.md
+++ b/data/jurisdictions/us/states/ny/counties/sullivan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 512
   hispanic: 15158
   bachelors_plus: 24153
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ny/districts/senate/51"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ny/districts/house/100"
+    rel: in-district
+    area_weight: 0.7656
+  - to: "us/states/ny/districts/house/101"
+    rel: in-district
+    area_weight: 0.2342
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 15158 |
 | Bachelor's or higher | 24153 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 100% (congressional)
+- [NY Senate District 51](/us/states/ny/districts/senate/51.md) — 100% (state senate)
+- [NY House District 100](/us/states/ny/districts/house/100.md) — 77% (state house)
+- [NY House District 101](/us/states/ny/districts/house/101.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/tioga/index.md b/data/jurisdictions/us/states/ny/counties/tioga/index.md
index 442f78917a..85bb7477c5 100644
--- a/data/jurisdictions/us/states/ny/counties/tioga/index.md
+++ b/data/jurisdictions/us/states/ny/counties/tioga/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 1149
   bachelors_plus: 12223
+districts:
+  - to: "us/states/ny/districts/23"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/ny/districts/senate/58"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ny/districts/house/124"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1149 |
 | Bachelor's or higher | 12223 |
 
+## Districts
+
+- [NY-23](/us/states/ny/districts/23.md) — 100% (congressional)
+- [NY Senate District 58](/us/states/ny/districts/senate/58.md) — 100% (state senate)
+- [NY House District 124](/us/states/ny/districts/house/124.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/tompkins/index.md b/data/jurisdictions/us/states/ny/counties/tompkins/index.md
index ae30570026..481aaa4c79 100644
--- a/data/jurisdictions/us/states/ny/counties/tompkins/index.md
+++ b/data/jurisdictions/us/states/ny/counties/tompkins/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 266
   hispanic: 6886
   bachelors_plus: 57264
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.9968
+  - to: "us/states/ny/districts/senate/52"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/house/125"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6886 |
 | Bachelor's or higher | 57264 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 100% (congressional)
+- [NY Senate District 52](/us/states/ny/districts/senate/52.md) — 100% (state senate)
+- [NY House District 125](/us/states/ny/districts/house/125.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/ulster/index.md b/data/jurisdictions/us/states/ny/counties/ulster/index.md
index 38631c32ac..f13ec9a8d1 100644
--- a/data/jurisdictions/us/states/ny/counties/ulster/index.md
+++ b/data/jurisdictions/us/states/ny/counties/ulster/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 751
   hispanic: 22264
   bachelors_plus: 75201
+districts:
+  - to: "us/states/ny/districts/19"
+    rel: in-district
+    area_weight: 0.6692
+  - to: "us/states/ny/districts/18"
+    rel: in-district
+    area_weight: 0.3308
+  - to: "us/states/ny/districts/senate/51"
+    rel: in-district
+    area_weight: 0.5435
+  - to: "us/states/ny/districts/senate/41"
+    rel: in-district
+    area_weight: 0.4564
+  - to: "us/states/ny/districts/house/101"
+    rel: in-district
+    area_weight: 0.5055
+  - to: "us/states/ny/districts/house/103"
+    rel: in-district
+    area_weight: 0.4125
+  - to: "us/states/ny/districts/house/104"
+    rel: in-district
+    area_weight: 0.082
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 22264 |
 | Bachelor's or higher | 75201 |
 
+## Districts
+
+- [NY-19](/us/states/ny/districts/19.md) — 67% (congressional)
+- [NY-18](/us/states/ny/districts/18.md) — 33% (congressional)
+- [NY Senate District 51](/us/states/ny/districts/senate/51.md) — 54% (state senate)
+- [NY Senate District 41](/us/states/ny/districts/senate/41.md) — 46% (state senate)
+- [NY House District 101](/us/states/ny/districts/house/101.md) — 51% (state house)
+- [NY House District 103](/us/states/ny/districts/house/103.md) — 41% (state house)
+- [NY House District 104](/us/states/ny/districts/house/104.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/warren/index.md b/data/jurisdictions/us/states/ny/counties/warren/index.md
index a9fee2bba4..52eff8e009 100644
--- a/data/jurisdictions/us/states/ny/counties/warren/index.md
+++ b/data/jurisdictions/us/states/ny/counties/warren/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 1944
   bachelors_plus: 26325
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ny/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/114"
+    rel: in-district
+    area_weight: 0.9957
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1944 |
 | Bachelor's or higher | 26325 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 45](/us/states/ny/districts/senate/45.md) — 100% (state senate)
+- [NY House District 114](/us/states/ny/districts/house/114.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/washington/index.md b/data/jurisdictions/us/states/ny/counties/washington/index.md
index a04d0ef241..d0ae30167c 100644
--- a/data/jurisdictions/us/states/ny/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ny/counties/washington/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 37
   hispanic: 1791
   bachelors_plus: 14216
+districts:
+  - to: "us/states/ny/districts/21"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/ny/districts/senate/43"
+    rel: in-district
+    area_weight: 0.6436
+  - to: "us/states/ny/districts/senate/45"
+    rel: in-district
+    area_weight: 0.3559
+  - to: "us/states/ny/districts/house/114"
+    rel: in-district
+    area_weight: 0.739
+  - to: "us/states/ny/districts/house/107"
+    rel: in-district
+    area_weight: 0.1737
+  - to: "us/states/ny/districts/house/113"
+    rel: in-district
+    area_weight: 0.0868
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1791 |
 | Bachelor's or higher | 14216 |
 
+## Districts
+
+- [NY-21](/us/states/ny/districts/21.md) — 100% (congressional)
+- [NY Senate District 43](/us/states/ny/districts/senate/43.md) — 64% (state senate)
+- [NY Senate District 45](/us/states/ny/districts/senate/45.md) — 36% (state senate)
+- [NY House District 114](/us/states/ny/districts/house/114.md) — 74% (state house)
+- [NY House District 107](/us/states/ny/districts/house/107.md) — 17% (state house)
+- [NY House District 113](/us/states/ny/districts/house/113.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/wayne/index.md b/data/jurisdictions/us/states/ny/counties/wayne/index.md
index 5b700104d5..81947407b3 100644
--- a/data/jurisdictions/us/states/ny/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/ny/counties/wayne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 233
   hispanic: 4794
   bachelors_plus: 23459
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.4397
+  - to: "us/states/ny/districts/senate/54"
+    rel: in-district
+    area_weight: 0.4413
+  - to: "us/states/ny/districts/house/130"
+    rel: in-district
+    area_weight: 0.4413
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4794 |
 | Bachelor's or higher | 23459 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 44% (congressional)
+- [NY Senate District 54](/us/states/ny/districts/senate/54.md) — 44% (state senate)
+- [NY House District 130](/us/states/ny/districts/house/130.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/westchester/index.md b/data/jurisdictions/us/states/ny/counties/westchester/index.md
index 1f115e99ac..1c797ea716 100644
--- a/data/jurisdictions/us/states/ny/counties/westchester/index.md
+++ b/data/jurisdictions/us/states/ny/counties/westchester/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 5261
   hispanic: 273730
   bachelors_plus: 559893
+districts:
+  - to: "us/states/ny/districts/17"
+    rel: in-district
+    area_weight: 0.6904
+  - to: "us/states/ny/districts/16"
+    rel: in-district
+    area_weight: 0.2659
+  - to: "us/states/ny/districts/senate/40"
+    rel: in-district
+    area_weight: 0.5235
+  - to: "us/states/ny/districts/senate/37"
+    rel: in-district
+    area_weight: 0.2394
+  - to: "us/states/ny/districts/senate/35"
+    rel: in-district
+    area_weight: 0.1702
+  - to: "us/states/ny/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0116
+  - to: "us/states/ny/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0088
+  - to: "us/states/ny/districts/house/93"
+    rel: in-district
+    area_weight: 0.3802
+  - to: "us/states/ny/districts/house/95"
+    rel: in-district
+    area_weight: 0.185
+  - to: "us/states/ny/districts/house/92"
+    rel: in-district
+    area_weight: 0.1354
+  - to: "us/states/ny/districts/house/94"
+    rel: in-district
+    area_weight: 0.1016
+  - to: "us/states/ny/districts/house/88"
+    rel: in-district
+    area_weight: 0.0572
+  - to: "us/states/ny/districts/house/91"
+    rel: in-district
+    area_weight: 0.0482
+  - to: "us/states/ny/districts/house/90"
+    rel: in-district
+    area_weight: 0.0297
+  - to: "us/states/ny/districts/house/89"
+    rel: in-district
+    area_weight: 0.0162
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 273730 |
 | Bachelor's or higher | 559893 |
 
+## Districts
+
+- [NY-17](/us/states/ny/districts/17.md) — 69% (congressional)
+- [NY-16](/us/states/ny/districts/16.md) — 27% (congressional)
+- [NY Senate District 40](/us/states/ny/districts/senate/40.md) — 52% (state senate)
+- [NY Senate District 37](/us/states/ny/districts/senate/37.md) — 24% (state senate)
+- [NY Senate District 35](/us/states/ny/districts/senate/35.md) — 17% (state senate)
+- [NY Senate District 34](/us/states/ny/districts/senate/34.md) — 1% (state senate)
+- [NY Senate District 36](/us/states/ny/districts/senate/36.md) — 1% (state senate)
+- [NY House District 93](/us/states/ny/districts/house/93.md) — 38% (state house)
+- [NY House District 95](/us/states/ny/districts/house/95.md) — 18% (state house)
+- [NY House District 92](/us/states/ny/districts/house/92.md) — 14% (state house)
+- [NY House District 94](/us/states/ny/districts/house/94.md) — 10% (state house)
+- [NY House District 88](/us/states/ny/districts/house/88.md) — 6% (state house)
+- [NY House District 91](/us/states/ny/districts/house/91.md) — 5% (state house)
+- [NY House District 90](/us/states/ny/districts/house/90.md) — 3% (state house)
+- [NY House District 89](/us/states/ny/districts/house/89.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/wyoming/index.md b/data/jurisdictions/us/states/ny/counties/wyoming/index.md
index 1ecf25efc0..cb000816d1 100644
--- a/data/jurisdictions/us/states/ny/counties/wyoming/index.md
+++ b/data/jurisdictions/us/states/ny/counties/wyoming/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 64
   hispanic: 1492
   bachelors_plus: 7637
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ny/districts/senate/57"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ny/districts/house/147"
+    rel: in-district
+    area_weight: 0.8298
+  - to: "us/states/ny/districts/house/133"
+    rel: in-district
+    area_weight: 0.1701
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1492 |
 | Bachelor's or higher | 7637 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 100% (congressional)
+- [NY Senate District 57](/us/states/ny/districts/senate/57.md) — 100% (state senate)
+- [NY House District 147](/us/states/ny/districts/house/147.md) — 83% (state house)
+- [NY House District 133](/us/states/ny/districts/house/133.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/counties/yates/index.md b/data/jurisdictions/us/states/ny/counties/yates/index.md
index 931c951d04..74ff49b9e2 100644
--- a/data/jurisdictions/us/states/ny/counties/yates/index.md
+++ b/data/jurisdictions/us/states/ny/counties/yates/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 637
   bachelors_plus: 6209
+districts:
+  - to: "us/states/ny/districts/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ny/districts/senate/58"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ny/districts/house/132"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ny]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 637 |
 | Bachelor's or higher | 6209 |
 
+## Districts
+
+- [NY-24](/us/states/ny/districts/24.md) — 100% (congressional)
+- [NY Senate District 58](/us/states/ny/districts/senate/58.md) — 100% (state senate)
+- [NY House District 132](/us/states/ny/districts/house/132.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ny/districts/01.md b/data/jurisdictions/us/states/ny/districts/01.md
index 420a2500ca..359cad3893 100644
--- a/data/jurisdictions/us/states/ny/districts/01.md
+++ b/data/jurisdictions/us/states/ny/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 257930
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/02.md b/data/jurisdictions/us/states/ny/districts/02.md
index eca64545fd..42c96021b6 100644
--- a/data/jurisdictions/us/states/ny/districts/02.md
+++ b/data/jurisdictions/us/states/ny/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 184706
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/03.md b/data/jurisdictions/us/states/ny/districts/03.md
index 01371163e2..226327c8a9 100644
--- a/data/jurisdictions/us/states/ny/districts/03.md
+++ b/data/jurisdictions/us/states/ny/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 309353
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/04.md b/data/jurisdictions/us/states/ny/districts/04.md
index bf6dc1edec..7949ceff93 100644
--- a/data/jurisdictions/us/states/ny/districts/04.md
+++ b/data/jurisdictions/us/states/ny/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 257254
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/05.md b/data/jurisdictions/us/states/ny/districts/05.md
index ae164e054f..b7c4613cbe 100644
--- a/data/jurisdictions/us/states/ny/districts/05.md
+++ b/data/jurisdictions/us/states/ny/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 162105
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/06.md b/data/jurisdictions/us/states/ny/districts/06.md
index d3558f0e99..a7952c69a8 100644
--- a/data/jurisdictions/us/states/ny/districts/06.md
+++ b/data/jurisdictions/us/states/ny/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 209110
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/07.md b/data/jurisdictions/us/states/ny/districts/07.md
index 0d854b7a77..51fd62e268 100644
--- a/data/jurisdictions/us/states/ny/districts/07.md
+++ b/data/jurisdictions/us/states/ny/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 262541
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/08.md b/data/jurisdictions/us/states/ny/districts/08.md
index 0e7075c63a..f64be7a24f 100644
--- a/data/jurisdictions/us/states/ny/districts/08.md
+++ b/data/jurisdictions/us/states/ny/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 192400
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/09.md b/data/jurisdictions/us/states/ny/districts/09.md
index e465ae2f49..372677a0f0 100644
--- a/data/jurisdictions/us/states/ny/districts/09.md
+++ b/data/jurisdictions/us/states/ny/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 200230
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/10.md b/data/jurisdictions/us/states/ny/districts/10.md
index ebe91eb5e7..ea23e7e5f0 100644
--- a/data/jurisdictions/us/states/ny/districts/10.md
+++ b/data/jurisdictions/us/states/ny/districts/10.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 336308
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/11.md b/data/jurisdictions/us/states/ny/districts/11.md
index 23884fbcfe..9f0aa3e480 100644
--- a/data/jurisdictions/us/states/ny/districts/11.md
+++ b/data/jurisdictions/us/states/ny/districts/11.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 200775
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/12.md b/data/jurisdictions/us/states/ny/districts/12.md
index b7ee1bc132..79ee7c0910 100644
--- a/data/jurisdictions/us/states/ny/districts/12.md
+++ b/data/jurisdictions/us/states/ny/districts/12.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 498280
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/13.md b/data/jurisdictions/us/states/ny/districts/13.md
index cfa941b256..905f2feea8 100644
--- a/data/jurisdictions/us/states/ny/districts/13.md
+++ b/data/jurisdictions/us/states/ny/districts/13.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 191654
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/14.md b/data/jurisdictions/us/states/ny/districts/14.md
index aaa8c2581c..0f8c8c416a 100644
--- a/data/jurisdictions/us/states/ny/districts/14.md
+++ b/data/jurisdictions/us/states/ny/districts/14.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 155859
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/15.md b/data/jurisdictions/us/states/ny/districts/15.md
index e5d57a031e..338ef14c2e 100644
--- a/data/jurisdictions/us/states/ny/districts/15.md
+++ b/data/jurisdictions/us/states/ny/districts/15.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 107314
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/16.md b/data/jurisdictions/us/states/ny/districts/16.md
index b192c33551..dbfd95a243 100644
--- a/data/jurisdictions/us/states/ny/districts/16.md
+++ b/data/jurisdictions/us/states/ny/districts/16.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 271228
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/17.md b/data/jurisdictions/us/states/ny/districts/17.md
index b66cc0abdd..1a642458f2 100644
--- a/data/jurisdictions/us/states/ny/districts/17.md
+++ b/data/jurisdictions/us/states/ny/districts/17.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 265778
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/18.md b/data/jurisdictions/us/states/ny/districts/18.md
index 19fa8e9849..d40f90fc66 100644
--- a/data/jurisdictions/us/states/ny/districts/18.md
+++ b/data/jurisdictions/us/states/ny/districts/18.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 200437
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/19.md b/data/jurisdictions/us/states/ny/districts/19.md
index 8cef858030..b27a8f59e5 100644
--- a/data/jurisdictions/us/states/ny/districts/19.md
+++ b/data/jurisdictions/us/states/ny/districts/19.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 191633
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/20.md b/data/jurisdictions/us/states/ny/districts/20.md
index 8a442fe79f..e2b8e27520 100644
--- a/data/jurisdictions/us/states/ny/districts/20.md
+++ b/data/jurisdictions/us/states/ny/districts/20.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 249683
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/21.md b/data/jurisdictions/us/states/ny/districts/21.md
index 2e77e82bab..526cb5893d 100644
--- a/data/jurisdictions/us/states/ny/districts/21.md
+++ b/data/jurisdictions/us/states/ny/districts/21.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 151279
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/22.md b/data/jurisdictions/us/states/ny/districts/22.md
index 48aa0de6ca..f2a8454867 100644
--- a/data/jurisdictions/us/states/ny/districts/22.md
+++ b/data/jurisdictions/us/states/ny/districts/22.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 200958
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/23.md b/data/jurisdictions/us/states/ny/districts/23.md
index 762b98128c..59704c621c 100644
--- a/data/jurisdictions/us/states/ny/districts/23.md
+++ b/data/jurisdictions/us/states/ny/districts/23.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 180567
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/24.md b/data/jurisdictions/us/states/ny/districts/24.md
index 39f3121512..53b1eaf6ec 100644
--- a/data/jurisdictions/us/states/ny/districts/24.md
+++ b/data/jurisdictions/us/states/ny/districts/24.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 149441
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/25.md b/data/jurisdictions/us/states/ny/districts/25.md
index a07a952913..02f00c8a30 100644
--- a/data/jurisdictions/us/states/ny/districts/25.md
+++ b/data/jurisdictions/us/states/ny/districts/25.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 232129
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/26.md b/data/jurisdictions/us/states/ny/districts/26.md
index 65f21144f3..01eb9058e8 100644
--- a/data/jurisdictions/us/states/ny/districts/26.md
+++ b/data/jurisdictions/us/states/ny/districts/26.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 200113
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ny]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ny/districts/house/1.md b/data/jurisdictions/us/states/ny/districts/house/1.md
new file mode 100644
index 0000000000..dc5daca625
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 1"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 1
+
+State House district 1 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/10.md b/data/jurisdictions/us/states/ny/districts/house/10.md
new file mode 100644
index 0000000000..aebbd88e6a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 10"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 10
+
+State House district 10 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/100.md b/data/jurisdictions/us/states/ny/districts/house/100.md
new file mode 100644
index 0000000000..60b579378b
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 100"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 100
+
+State House district 100 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/101.md b/data/jurisdictions/us/states/ny/districts/house/101.md
new file mode 100644
index 0000000000..75b60c56f4
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 101"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 101
+
+State House district 101 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/102.md b/data/jurisdictions/us/states/ny/districts/house/102.md
new file mode 100644
index 0000000000..a7d40bb344
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 102"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 102
+
+State House district 102 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/103.md b/data/jurisdictions/us/states/ny/districts/house/103.md
new file mode 100644
index 0000000000..d097d68443
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 103"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 103
+
+State House district 103 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/104.md b/data/jurisdictions/us/states/ny/districts/house/104.md
new file mode 100644
index 0000000000..c93da103b7
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 104"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 104
+
+State House district 104 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/105.md b/data/jurisdictions/us/states/ny/districts/house/105.md
new file mode 100644
index 0000000000..84162df2c3
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 105"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 105
+
+State House district 105 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/106.md b/data/jurisdictions/us/states/ny/districts/house/106.md
new file mode 100644
index 0000000000..782164d031
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 106"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 106
+
+State House district 106 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/107.md b/data/jurisdictions/us/states/ny/districts/house/107.md
new file mode 100644
index 0000000000..23da06d055
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 107"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 107
+
+State House district 107 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/108.md b/data/jurisdictions/us/states/ny/districts/house/108.md
new file mode 100644
index 0000000000..0a31c914c9
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 108"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 108
+
+State House district 108 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/109.md b/data/jurisdictions/us/states/ny/districts/house/109.md
new file mode 100644
index 0000000000..65ed430114
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 109"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 109
+
+State House district 109 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/11.md b/data/jurisdictions/us/states/ny/districts/house/11.md
new file mode 100644
index 0000000000..a977f8e799
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 11"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 11
+
+State House district 11 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/110.md b/data/jurisdictions/us/states/ny/districts/house/110.md
new file mode 100644
index 0000000000..433fb60631
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 110"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 110
+
+State House district 110 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/111.md b/data/jurisdictions/us/states/ny/districts/house/111.md
new file mode 100644
index 0000000000..33ab26cf00
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 111"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 111
+
+State House district 111 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/112.md b/data/jurisdictions/us/states/ny/districts/house/112.md
new file mode 100644
index 0000000000..5f4e9c797f
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 112"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 112
+
+State House district 112 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/113.md b/data/jurisdictions/us/states/ny/districts/house/113.md
new file mode 100644
index 0000000000..3a2bb8df45
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 113"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 113
+
+State House district 113 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/114.md b/data/jurisdictions/us/states/ny/districts/house/114.md
new file mode 100644
index 0000000000..a16d2260e4
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 114"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 114
+
+State House district 114 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/115.md b/data/jurisdictions/us/states/ny/districts/house/115.md
new file mode 100644
index 0000000000..a6e98ac452
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 115"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 115
+
+State House district 115 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/116.md b/data/jurisdictions/us/states/ny/districts/house/116.md
new file mode 100644
index 0000000000..a45b3be42a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 116"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 116
+
+State House district 116 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/117.md b/data/jurisdictions/us/states/ny/districts/house/117.md
new file mode 100644
index 0000000000..7bd4fadb04
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 117"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 117
+
+State House district 117 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/118.md b/data/jurisdictions/us/states/ny/districts/house/118.md
new file mode 100644
index 0000000000..417d1d2e8e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 118"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 118
+
+State House district 118 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/119.md b/data/jurisdictions/us/states/ny/districts/house/119.md
new file mode 100644
index 0000000000..326ae59ef4
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 119"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 119
+
+State House district 119 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/12.md b/data/jurisdictions/us/states/ny/districts/house/12.md
new file mode 100644
index 0000000000..47ada1e380
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 12"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 12
+
+State House district 12 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/120.md b/data/jurisdictions/us/states/ny/districts/house/120.md
new file mode 100644
index 0000000000..1ae8b14e80
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 120"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 120
+
+State House district 120 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/121.md b/data/jurisdictions/us/states/ny/districts/house/121.md
new file mode 100644
index 0000000000..3d2ca4272c
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/121.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 121"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "121"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 121
+
+State House district 121 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/122.md b/data/jurisdictions/us/states/ny/districts/house/122.md
new file mode 100644
index 0000000000..9efcd5593b
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/122.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 122"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "122"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 122
+
+State House district 122 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/123.md b/data/jurisdictions/us/states/ny/districts/house/123.md
new file mode 100644
index 0000000000..16e61f4ea4
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/123.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 123"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "123"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 123
+
+State House district 123 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/124.md b/data/jurisdictions/us/states/ny/districts/house/124.md
new file mode 100644
index 0000000000..6fcfe9eeae
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/124.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 124"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "124"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 124
+
+State House district 124 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/125.md b/data/jurisdictions/us/states/ny/districts/house/125.md
new file mode 100644
index 0000000000..9318ac00e7
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/125.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 125"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "125"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 125
+
+State House district 125 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/126.md b/data/jurisdictions/us/states/ny/districts/house/126.md
new file mode 100644
index 0000000000..7be6201e9b
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/126.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 126"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "126"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 126
+
+State House district 126 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/127.md b/data/jurisdictions/us/states/ny/districts/house/127.md
new file mode 100644
index 0000000000..b5c4de3885
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/127.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 127"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "127"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 127
+
+State House district 127 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/128.md b/data/jurisdictions/us/states/ny/districts/house/128.md
new file mode 100644
index 0000000000..0b31018e22
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/128.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 128"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "128"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 128
+
+State House district 128 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/129.md b/data/jurisdictions/us/states/ny/districts/house/129.md
new file mode 100644
index 0000000000..b9f989de2a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/129.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 129"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "129"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 129
+
+State House district 129 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/13.md b/data/jurisdictions/us/states/ny/districts/house/13.md
new file mode 100644
index 0000000000..d2afae9b4f
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 13"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 13
+
+State House district 13 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/130.md b/data/jurisdictions/us/states/ny/districts/house/130.md
new file mode 100644
index 0000000000..1d30a6e2c8
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/130.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 130"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "130"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 130
+
+State House district 130 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/131.md b/data/jurisdictions/us/states/ny/districts/house/131.md
new file mode 100644
index 0000000000..a74b39dc94
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/131.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 131"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "131"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 131
+
+State House district 131 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/132.md b/data/jurisdictions/us/states/ny/districts/house/132.md
new file mode 100644
index 0000000000..f24e54bd26
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/132.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 132"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "132"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 132
+
+State House district 132 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/133.md b/data/jurisdictions/us/states/ny/districts/house/133.md
new file mode 100644
index 0000000000..e64e61644e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/133.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 133"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "133"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 133
+
+State House district 133 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/134.md b/data/jurisdictions/us/states/ny/districts/house/134.md
new file mode 100644
index 0000000000..714252b6a9
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/134.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 134"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "134"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 134
+
+State House district 134 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/135.md b/data/jurisdictions/us/states/ny/districts/house/135.md
new file mode 100644
index 0000000000..71ee284d03
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/135.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 135"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "135"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 135
+
+State House district 135 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/136.md b/data/jurisdictions/us/states/ny/districts/house/136.md
new file mode 100644
index 0000000000..d21bc3ecfe
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/136.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 136"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "136"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 136
+
+State House district 136 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/137.md b/data/jurisdictions/us/states/ny/districts/house/137.md
new file mode 100644
index 0000000000..7dc48b0a44
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/137.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 137"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "137"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 137
+
+State House district 137 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/138.md b/data/jurisdictions/us/states/ny/districts/house/138.md
new file mode 100644
index 0000000000..97d2c0ccdb
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/138.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 138"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "138"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 138
+
+State House district 138 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/139.md b/data/jurisdictions/us/states/ny/districts/house/139.md
new file mode 100644
index 0000000000..c1a1ddb505
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/139.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 139"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "139"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 139
+
+State House district 139 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/14.md b/data/jurisdictions/us/states/ny/districts/house/14.md
new file mode 100644
index 0000000000..e2f7a63e68
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 14"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 14
+
+State House district 14 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/140.md b/data/jurisdictions/us/states/ny/districts/house/140.md
new file mode 100644
index 0000000000..3a38cbb722
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/140.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 140"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "140"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 140
+
+State House district 140 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/141.md b/data/jurisdictions/us/states/ny/districts/house/141.md
new file mode 100644
index 0000000000..4c5ae79c2e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/141.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 141"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "141"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 141
+
+State House district 141 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/142.md b/data/jurisdictions/us/states/ny/districts/house/142.md
new file mode 100644
index 0000000000..b9434d550d
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/142.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 142"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "142"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 142
+
+State House district 142 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/143.md b/data/jurisdictions/us/states/ny/districts/house/143.md
new file mode 100644
index 0000000000..c40bcf387e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/143.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 143"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "143"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 143
+
+State House district 143 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/144.md b/data/jurisdictions/us/states/ny/districts/house/144.md
new file mode 100644
index 0000000000..a6729bf294
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/144.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 144"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "144"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 144
+
+State House district 144 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/145.md b/data/jurisdictions/us/states/ny/districts/house/145.md
new file mode 100644
index 0000000000..9b31f07bf2
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/145.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 145"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "145"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 145
+
+State House district 145 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/146.md b/data/jurisdictions/us/states/ny/districts/house/146.md
new file mode 100644
index 0000000000..31c796d74f
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/146.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 146"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "146"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 146
+
+State House district 146 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/147.md b/data/jurisdictions/us/states/ny/districts/house/147.md
new file mode 100644
index 0000000000..db3fbc7d39
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/147.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 147"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "147"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 147
+
+State House district 147 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/148.md b/data/jurisdictions/us/states/ny/districts/house/148.md
new file mode 100644
index 0000000000..f5bc4b994d
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/148.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 148"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "148"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 148
+
+State House district 148 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/149.md b/data/jurisdictions/us/states/ny/districts/house/149.md
new file mode 100644
index 0000000000..053cf13517
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/149.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 149"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "149"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 149
+
+State House district 149 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/15.md b/data/jurisdictions/us/states/ny/districts/house/15.md
new file mode 100644
index 0000000000..213d4cd328
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 15"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 15
+
+State House district 15 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/150.md b/data/jurisdictions/us/states/ny/districts/house/150.md
new file mode 100644
index 0000000000..bb429bbcb0
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/150.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 150"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "150"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 150
+
+State House district 150 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/16.md b/data/jurisdictions/us/states/ny/districts/house/16.md
new file mode 100644
index 0000000000..f1dd738032
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 16"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 16
+
+State House district 16 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/17.md b/data/jurisdictions/us/states/ny/districts/house/17.md
new file mode 100644
index 0000000000..5e867353f6
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 17"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 17
+
+State House district 17 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/18.md b/data/jurisdictions/us/states/ny/districts/house/18.md
new file mode 100644
index 0000000000..5b2a8eb632
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 18"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 18
+
+State House district 18 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/19.md b/data/jurisdictions/us/states/ny/districts/house/19.md
new file mode 100644
index 0000000000..c66ad73c7a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 19"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 19
+
+State House district 19 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/2.md b/data/jurisdictions/us/states/ny/districts/house/2.md
new file mode 100644
index 0000000000..b2b55b48db
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 2"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 2
+
+State House district 2 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/20.md b/data/jurisdictions/us/states/ny/districts/house/20.md
new file mode 100644
index 0000000000..9d52c4ead9
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 20"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 20
+
+State House district 20 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/21.md b/data/jurisdictions/us/states/ny/districts/house/21.md
new file mode 100644
index 0000000000..56f22b8141
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 21"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 21
+
+State House district 21 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/22.md b/data/jurisdictions/us/states/ny/districts/house/22.md
new file mode 100644
index 0000000000..a01cb17a5d
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 22"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 22
+
+State House district 22 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/23.md b/data/jurisdictions/us/states/ny/districts/house/23.md
new file mode 100644
index 0000000000..e3b5170519
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 23"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 23
+
+State House district 23 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/24.md b/data/jurisdictions/us/states/ny/districts/house/24.md
new file mode 100644
index 0000000000..4a4abed084
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 24"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 24
+
+State House district 24 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/25.md b/data/jurisdictions/us/states/ny/districts/house/25.md
new file mode 100644
index 0000000000..9330fd4f6d
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 25"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 25
+
+State House district 25 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/26.md b/data/jurisdictions/us/states/ny/districts/house/26.md
new file mode 100644
index 0000000000..91241a4f66
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 26"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 26
+
+State House district 26 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/27.md b/data/jurisdictions/us/states/ny/districts/house/27.md
new file mode 100644
index 0000000000..377636d3e7
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 27"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 27
+
+State House district 27 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/28.md b/data/jurisdictions/us/states/ny/districts/house/28.md
new file mode 100644
index 0000000000..11bffaa73a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 28"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 28
+
+State House district 28 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/29.md b/data/jurisdictions/us/states/ny/districts/house/29.md
new file mode 100644
index 0000000000..e89258bbb5
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 29"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 29
+
+State House district 29 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/3.md b/data/jurisdictions/us/states/ny/districts/house/3.md
new file mode 100644
index 0000000000..253655a045
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 3"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 3
+
+State House district 3 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/30.md b/data/jurisdictions/us/states/ny/districts/house/30.md
new file mode 100644
index 0000000000..0f2c4b837a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 30"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 30
+
+State House district 30 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/31.md b/data/jurisdictions/us/states/ny/districts/house/31.md
new file mode 100644
index 0000000000..cd6b7036f6
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 31"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 31
+
+State House district 31 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/32.md b/data/jurisdictions/us/states/ny/districts/house/32.md
new file mode 100644
index 0000000000..ca5d5c86c6
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 32"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 32
+
+State House district 32 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/33.md b/data/jurisdictions/us/states/ny/districts/house/33.md
new file mode 100644
index 0000000000..3ed4039042
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 33"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 33
+
+State House district 33 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/34.md b/data/jurisdictions/us/states/ny/districts/house/34.md
new file mode 100644
index 0000000000..106b652211
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 34"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 34
+
+State House district 34 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/35.md b/data/jurisdictions/us/states/ny/districts/house/35.md
new file mode 100644
index 0000000000..89df0c9ba5
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 35"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 35
+
+State House district 35 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/36.md b/data/jurisdictions/us/states/ny/districts/house/36.md
new file mode 100644
index 0000000000..96c2978331
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 36"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 36
+
+State House district 36 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/37.md b/data/jurisdictions/us/states/ny/districts/house/37.md
new file mode 100644
index 0000000000..b77a311cd5
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 37"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 37
+
+State House district 37 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/38.md b/data/jurisdictions/us/states/ny/districts/house/38.md
new file mode 100644
index 0000000000..deecaf38ae
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 38"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 38
+
+State House district 38 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/39.md b/data/jurisdictions/us/states/ny/districts/house/39.md
new file mode 100644
index 0000000000..4170a57273
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 39"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 39
+
+State House district 39 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/4.md b/data/jurisdictions/us/states/ny/districts/house/4.md
new file mode 100644
index 0000000000..c7fbc9fc6c
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 4"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 4
+
+State House district 4 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/40.md b/data/jurisdictions/us/states/ny/districts/house/40.md
new file mode 100644
index 0000000000..8531c32910
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 40"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 40
+
+State House district 40 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/41.md b/data/jurisdictions/us/states/ny/districts/house/41.md
new file mode 100644
index 0000000000..1197517e45
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 41"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 41
+
+State House district 41 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/42.md b/data/jurisdictions/us/states/ny/districts/house/42.md
new file mode 100644
index 0000000000..77fef569c5
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 42"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 42
+
+State House district 42 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/43.md b/data/jurisdictions/us/states/ny/districts/house/43.md
new file mode 100644
index 0000000000..0ee837fbd7
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 43"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 43
+
+State House district 43 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/44.md b/data/jurisdictions/us/states/ny/districts/house/44.md
new file mode 100644
index 0000000000..28f372af00
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 44"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 44
+
+State House district 44 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/45.md b/data/jurisdictions/us/states/ny/districts/house/45.md
new file mode 100644
index 0000000000..4c71cfde12
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 45"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 45
+
+State House district 45 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/46.md b/data/jurisdictions/us/states/ny/districts/house/46.md
new file mode 100644
index 0000000000..c0bb25bc68
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 46"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 46
+
+State House district 46 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/47.md b/data/jurisdictions/us/states/ny/districts/house/47.md
new file mode 100644
index 0000000000..90632a25c2
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 47"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 47
+
+State House district 47 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/48.md b/data/jurisdictions/us/states/ny/districts/house/48.md
new file mode 100644
index 0000000000..c499ec21bb
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 48"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 48
+
+State House district 48 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/49.md b/data/jurisdictions/us/states/ny/districts/house/49.md
new file mode 100644
index 0000000000..d8bcc9864a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 49"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 49
+
+State House district 49 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/5.md b/data/jurisdictions/us/states/ny/districts/house/5.md
new file mode 100644
index 0000000000..04c1f4a008
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 5"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 5
+
+State House district 5 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/50.md b/data/jurisdictions/us/states/ny/districts/house/50.md
new file mode 100644
index 0000000000..85f94b6a7f
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 50"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 50
+
+State House district 50 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/51.md b/data/jurisdictions/us/states/ny/districts/house/51.md
new file mode 100644
index 0000000000..f324a5fd98
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 51"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 51
+
+State House district 51 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/52.md b/data/jurisdictions/us/states/ny/districts/house/52.md
new file mode 100644
index 0000000000..de7b3742c4
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 52"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 52
+
+State House district 52 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/53.md b/data/jurisdictions/us/states/ny/districts/house/53.md
new file mode 100644
index 0000000000..67d040c894
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 53"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 53
+
+State House district 53 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/54.md b/data/jurisdictions/us/states/ny/districts/house/54.md
new file mode 100644
index 0000000000..4877cbd6a8
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 54"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 54
+
+State House district 54 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/55.md b/data/jurisdictions/us/states/ny/districts/house/55.md
new file mode 100644
index 0000000000..2abdbe44f9
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 55"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 55
+
+State House district 55 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/56.md b/data/jurisdictions/us/states/ny/districts/house/56.md
new file mode 100644
index 0000000000..207de812a0
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 56"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 56
+
+State House district 56 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/57.md b/data/jurisdictions/us/states/ny/districts/house/57.md
new file mode 100644
index 0000000000..a0670f229e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 57"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 57
+
+State House district 57 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/58.md b/data/jurisdictions/us/states/ny/districts/house/58.md
new file mode 100644
index 0000000000..2910881d50
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 58"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 58
+
+State House district 58 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/59.md b/data/jurisdictions/us/states/ny/districts/house/59.md
new file mode 100644
index 0000000000..b70e88ec85
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 59"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 59
+
+State House district 59 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/6.md b/data/jurisdictions/us/states/ny/districts/house/6.md
new file mode 100644
index 0000000000..1e53a3ca0d
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 6"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 6
+
+State House district 6 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/60.md b/data/jurisdictions/us/states/ny/districts/house/60.md
new file mode 100644
index 0000000000..fcf8c5e3cc
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 60"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 60
+
+State House district 60 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/61.md b/data/jurisdictions/us/states/ny/districts/house/61.md
new file mode 100644
index 0000000000..d1b258ad80
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 61"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 61
+
+State House district 61 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/62.md b/data/jurisdictions/us/states/ny/districts/house/62.md
new file mode 100644
index 0000000000..4b2d4ba76e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 62"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 62
+
+State House district 62 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/63.md b/data/jurisdictions/us/states/ny/districts/house/63.md
new file mode 100644
index 0000000000..b0014ea07a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 63"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 63
+
+State House district 63 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/64.md b/data/jurisdictions/us/states/ny/districts/house/64.md
new file mode 100644
index 0000000000..425e1189be
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 64"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 64
+
+State House district 64 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/65.md b/data/jurisdictions/us/states/ny/districts/house/65.md
new file mode 100644
index 0000000000..b8ea347296
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 65"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 65
+
+State House district 65 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/66.md b/data/jurisdictions/us/states/ny/districts/house/66.md
new file mode 100644
index 0000000000..abf9747205
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 66"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 66
+
+State House district 66 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/67.md b/data/jurisdictions/us/states/ny/districts/house/67.md
new file mode 100644
index 0000000000..5e63a21571
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 67"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 67
+
+State House district 67 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/68.md b/data/jurisdictions/us/states/ny/districts/house/68.md
new file mode 100644
index 0000000000..90c5303aef
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 68"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 68
+
+State House district 68 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/69.md b/data/jurisdictions/us/states/ny/districts/house/69.md
new file mode 100644
index 0000000000..3f5525b557
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 69"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 69
+
+State House district 69 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/7.md b/data/jurisdictions/us/states/ny/districts/house/7.md
new file mode 100644
index 0000000000..77d14a6f04
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 7"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 7
+
+State House district 7 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/70.md b/data/jurisdictions/us/states/ny/districts/house/70.md
new file mode 100644
index 0000000000..af704b2ad2
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 70"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 70
+
+State House district 70 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/71.md b/data/jurisdictions/us/states/ny/districts/house/71.md
new file mode 100644
index 0000000000..978c036dea
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 71"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 71
+
+State House district 71 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/72.md b/data/jurisdictions/us/states/ny/districts/house/72.md
new file mode 100644
index 0000000000..d7ab197e07
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 72"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 72
+
+State House district 72 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/73.md b/data/jurisdictions/us/states/ny/districts/house/73.md
new file mode 100644
index 0000000000..72cb5d23d4
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 73"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 73
+
+State House district 73 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/74.md b/data/jurisdictions/us/states/ny/districts/house/74.md
new file mode 100644
index 0000000000..197b3e09e6
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 74"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 74
+
+State House district 74 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/75.md b/data/jurisdictions/us/states/ny/districts/house/75.md
new file mode 100644
index 0000000000..a8ef3203d3
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 75"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 75
+
+State House district 75 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/76.md b/data/jurisdictions/us/states/ny/districts/house/76.md
new file mode 100644
index 0000000000..856eed44c1
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 76"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 76
+
+State House district 76 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/77.md b/data/jurisdictions/us/states/ny/districts/house/77.md
new file mode 100644
index 0000000000..21e4e47c37
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 77"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 77
+
+State House district 77 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/78.md b/data/jurisdictions/us/states/ny/districts/house/78.md
new file mode 100644
index 0000000000..76d568c490
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 78"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 78
+
+State House district 78 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/79.md b/data/jurisdictions/us/states/ny/districts/house/79.md
new file mode 100644
index 0000000000..b82c46114c
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 79"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 79
+
+State House district 79 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/8.md b/data/jurisdictions/us/states/ny/districts/house/8.md
new file mode 100644
index 0000000000..2ee3ba7e12
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 8"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 8
+
+State House district 8 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/80.md b/data/jurisdictions/us/states/ny/districts/house/80.md
new file mode 100644
index 0000000000..6e75379ac6
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 80"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 80
+
+State House district 80 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/81.md b/data/jurisdictions/us/states/ny/districts/house/81.md
new file mode 100644
index 0000000000..0ae62c4061
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 81"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 81
+
+State House district 81 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/82.md b/data/jurisdictions/us/states/ny/districts/house/82.md
new file mode 100644
index 0000000000..97bd2d603a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 82"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 82
+
+State House district 82 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/83.md b/data/jurisdictions/us/states/ny/districts/house/83.md
new file mode 100644
index 0000000000..76d0df5800
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 83"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 83
+
+State House district 83 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/84.md b/data/jurisdictions/us/states/ny/districts/house/84.md
new file mode 100644
index 0000000000..8399cf0b0e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 84"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 84
+
+State House district 84 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/85.md b/data/jurisdictions/us/states/ny/districts/house/85.md
new file mode 100644
index 0000000000..764432cf48
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 85"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 85
+
+State House district 85 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/86.md b/data/jurisdictions/us/states/ny/districts/house/86.md
new file mode 100644
index 0000000000..961b1540d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 86"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 86
+
+State House district 86 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/87.md b/data/jurisdictions/us/states/ny/districts/house/87.md
new file mode 100644
index 0000000000..3cecbfc104
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 87"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 87
+
+State House district 87 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/88.md b/data/jurisdictions/us/states/ny/districts/house/88.md
new file mode 100644
index 0000000000..8cc8071182
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 88"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 88
+
+State House district 88 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/89.md b/data/jurisdictions/us/states/ny/districts/house/89.md
new file mode 100644
index 0000000000..88bdbf7501
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 89"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 89
+
+State House district 89 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/9.md b/data/jurisdictions/us/states/ny/districts/house/9.md
new file mode 100644
index 0000000000..466384fabe
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 9"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 9
+
+State House district 9 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/90.md b/data/jurisdictions/us/states/ny/districts/house/90.md
new file mode 100644
index 0000000000..6cbb6b1edc
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 90"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 90
+
+State House district 90 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/91.md b/data/jurisdictions/us/states/ny/districts/house/91.md
new file mode 100644
index 0000000000..cbecb3ced4
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 91"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 91
+
+State House district 91 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/92.md b/data/jurisdictions/us/states/ny/districts/house/92.md
new file mode 100644
index 0000000000..290067ce67
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 92"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 92
+
+State House district 92 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/93.md b/data/jurisdictions/us/states/ny/districts/house/93.md
new file mode 100644
index 0000000000..c54a6418f0
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 93"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 93
+
+State House district 93 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/94.md b/data/jurisdictions/us/states/ny/districts/house/94.md
new file mode 100644
index 0000000000..0a08954e0b
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 94"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 94
+
+State House district 94 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/95.md b/data/jurisdictions/us/states/ny/districts/house/95.md
new file mode 100644
index 0000000000..f942095cca
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 95"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 95
+
+State House district 95 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/96.md b/data/jurisdictions/us/states/ny/districts/house/96.md
new file mode 100644
index 0000000000..ba2d39b160
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 96"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 96
+
+State House district 96 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/97.md b/data/jurisdictions/us/states/ny/districts/house/97.md
new file mode 100644
index 0000000000..26d852b54e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 97"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 97
+
+State House district 97 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/98.md b/data/jurisdictions/us/states/ny/districts/house/98.md
new file mode 100644
index 0000000000..eaccd5f7f0
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 98"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 98
+
+State House district 98 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/house/99.md b/data/jurisdictions/us/states/ny/districts/house/99.md
new file mode 100644
index 0000000000..1eb66df5da
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY House District 99"
+classification: state-house-district
+state: "NY"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY House District 99
+
+State House district 99 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/1.md b/data/jurisdictions/us/states/ny/districts/senate/1.md
new file mode 100644
index 0000000000..0d53b375ba
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 1"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 1
+
+State Senate district 1 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/10.md b/data/jurisdictions/us/states/ny/districts/senate/10.md
new file mode 100644
index 0000000000..4863d5e635
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 10"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 10
+
+State Senate district 10 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/11.md b/data/jurisdictions/us/states/ny/districts/senate/11.md
new file mode 100644
index 0000000000..a2ecd6f3ac
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 11"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 11
+
+State Senate district 11 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/12.md b/data/jurisdictions/us/states/ny/districts/senate/12.md
new file mode 100644
index 0000000000..a9e3231590
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 12"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 12
+
+State Senate district 12 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/13.md b/data/jurisdictions/us/states/ny/districts/senate/13.md
new file mode 100644
index 0000000000..4082bdbb6c
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 13"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 13
+
+State Senate district 13 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/14.md b/data/jurisdictions/us/states/ny/districts/senate/14.md
new file mode 100644
index 0000000000..f143744274
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 14"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 14
+
+State Senate district 14 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/15.md b/data/jurisdictions/us/states/ny/districts/senate/15.md
new file mode 100644
index 0000000000..6e6dc0a688
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 15"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 15
+
+State Senate district 15 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/16.md b/data/jurisdictions/us/states/ny/districts/senate/16.md
new file mode 100644
index 0000000000..4a5fccd4b8
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 16"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 16
+
+State Senate district 16 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/17.md b/data/jurisdictions/us/states/ny/districts/senate/17.md
new file mode 100644
index 0000000000..7b8e310f97
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 17"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 17
+
+State Senate district 17 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/18.md b/data/jurisdictions/us/states/ny/districts/senate/18.md
new file mode 100644
index 0000000000..a61d249163
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 18"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 18
+
+State Senate district 18 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/19.md b/data/jurisdictions/us/states/ny/districts/senate/19.md
new file mode 100644
index 0000000000..80076ae4d9
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 19"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 19
+
+State Senate district 19 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/2.md b/data/jurisdictions/us/states/ny/districts/senate/2.md
new file mode 100644
index 0000000000..9cfceeac6f
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 2"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 2
+
+State Senate district 2 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/20.md b/data/jurisdictions/us/states/ny/districts/senate/20.md
new file mode 100644
index 0000000000..6cd367b0ce
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 20"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 20
+
+State Senate district 20 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/21.md b/data/jurisdictions/us/states/ny/districts/senate/21.md
new file mode 100644
index 0000000000..a811d306d3
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 21"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 21
+
+State Senate district 21 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/22.md b/data/jurisdictions/us/states/ny/districts/senate/22.md
new file mode 100644
index 0000000000..284c84520b
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 22"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 22
+
+State Senate district 22 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/23.md b/data/jurisdictions/us/states/ny/districts/senate/23.md
new file mode 100644
index 0000000000..dfad790ab3
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 23"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 23
+
+State Senate district 23 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/24.md b/data/jurisdictions/us/states/ny/districts/senate/24.md
new file mode 100644
index 0000000000..4370f6843d
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 24"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 24
+
+State Senate district 24 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/25.md b/data/jurisdictions/us/states/ny/districts/senate/25.md
new file mode 100644
index 0000000000..82234e0396
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 25"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 25
+
+State Senate district 25 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/26.md b/data/jurisdictions/us/states/ny/districts/senate/26.md
new file mode 100644
index 0000000000..b899b879c9
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 26"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 26
+
+State Senate district 26 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/27.md b/data/jurisdictions/us/states/ny/districts/senate/27.md
new file mode 100644
index 0000000000..f689a84ceb
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 27"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 27
+
+State Senate district 27 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/28.md b/data/jurisdictions/us/states/ny/districts/senate/28.md
new file mode 100644
index 0000000000..93d256f36a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 28"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 28
+
+State Senate district 28 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/29.md b/data/jurisdictions/us/states/ny/districts/senate/29.md
new file mode 100644
index 0000000000..9f527f08d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 29"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 29
+
+State Senate district 29 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/3.md b/data/jurisdictions/us/states/ny/districts/senate/3.md
new file mode 100644
index 0000000000..a04cf2bb84
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 3"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 3
+
+State Senate district 3 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/30.md b/data/jurisdictions/us/states/ny/districts/senate/30.md
new file mode 100644
index 0000000000..9e32bb633a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 30"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 30
+
+State Senate district 30 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/31.md b/data/jurisdictions/us/states/ny/districts/senate/31.md
new file mode 100644
index 0000000000..d4a265ebc4
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 31"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 31
+
+State Senate district 31 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/32.md b/data/jurisdictions/us/states/ny/districts/senate/32.md
new file mode 100644
index 0000000000..13c53c9c76
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 32"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 32
+
+State Senate district 32 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/33.md b/data/jurisdictions/us/states/ny/districts/senate/33.md
new file mode 100644
index 0000000000..8bf7b649a5
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 33"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 33
+
+State Senate district 33 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/34.md b/data/jurisdictions/us/states/ny/districts/senate/34.md
new file mode 100644
index 0000000000..32dd3bd90e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 34"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 34
+
+State Senate district 34 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/35.md b/data/jurisdictions/us/states/ny/districts/senate/35.md
new file mode 100644
index 0000000000..07e9d8857f
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 35"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 35
+
+State Senate district 35 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/36.md b/data/jurisdictions/us/states/ny/districts/senate/36.md
new file mode 100644
index 0000000000..13a413f9ae
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 36"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 36
+
+State Senate district 36 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/37.md b/data/jurisdictions/us/states/ny/districts/senate/37.md
new file mode 100644
index 0000000000..f9274bcd74
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 37"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 37
+
+State Senate district 37 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/38.md b/data/jurisdictions/us/states/ny/districts/senate/38.md
new file mode 100644
index 0000000000..2f111d8c03
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 38"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 38
+
+State Senate district 38 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/39.md b/data/jurisdictions/us/states/ny/districts/senate/39.md
new file mode 100644
index 0000000000..aeeb33343a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 39"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 39
+
+State Senate district 39 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/4.md b/data/jurisdictions/us/states/ny/districts/senate/4.md
new file mode 100644
index 0000000000..065a06dd0f
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 4"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 4
+
+State Senate district 4 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/40.md b/data/jurisdictions/us/states/ny/districts/senate/40.md
new file mode 100644
index 0000000000..c3c51aa1db
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 40"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 40
+
+State Senate district 40 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/41.md b/data/jurisdictions/us/states/ny/districts/senate/41.md
new file mode 100644
index 0000000000..b0da5cba2c
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 41"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 41
+
+State Senate district 41 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/42.md b/data/jurisdictions/us/states/ny/districts/senate/42.md
new file mode 100644
index 0000000000..a984e729ce
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 42"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 42
+
+State Senate district 42 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/43.md b/data/jurisdictions/us/states/ny/districts/senate/43.md
new file mode 100644
index 0000000000..5c35c6f9e6
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 43"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 43
+
+State Senate district 43 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/44.md b/data/jurisdictions/us/states/ny/districts/senate/44.md
new file mode 100644
index 0000000000..f53c3683d0
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 44"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 44
+
+State Senate district 44 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/45.md b/data/jurisdictions/us/states/ny/districts/senate/45.md
new file mode 100644
index 0000000000..db94953025
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 45"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 45
+
+State Senate district 45 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/46.md b/data/jurisdictions/us/states/ny/districts/senate/46.md
new file mode 100644
index 0000000000..2e80d4d68e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 46"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 46
+
+State Senate district 46 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/47.md b/data/jurisdictions/us/states/ny/districts/senate/47.md
new file mode 100644
index 0000000000..3124ded404
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 47"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 47
+
+State Senate district 47 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/48.md b/data/jurisdictions/us/states/ny/districts/senate/48.md
new file mode 100644
index 0000000000..d11107130c
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 48"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 48
+
+State Senate district 48 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/49.md b/data/jurisdictions/us/states/ny/districts/senate/49.md
new file mode 100644
index 0000000000..c3f0d52dc4
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 49"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 49
+
+State Senate district 49 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/5.md b/data/jurisdictions/us/states/ny/districts/senate/5.md
new file mode 100644
index 0000000000..ad563e4cd7
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 5"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 5
+
+State Senate district 5 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/50.md b/data/jurisdictions/us/states/ny/districts/senate/50.md
new file mode 100644
index 0000000000..cf279e77b2
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 50"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 50
+
+State Senate district 50 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/51.md b/data/jurisdictions/us/states/ny/districts/senate/51.md
new file mode 100644
index 0000000000..7336f5e0d1
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 51"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 51
+
+State Senate district 51 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/52.md b/data/jurisdictions/us/states/ny/districts/senate/52.md
new file mode 100644
index 0000000000..de6718c7f9
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 52"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 52
+
+State Senate district 52 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/53.md b/data/jurisdictions/us/states/ny/districts/senate/53.md
new file mode 100644
index 0000000000..e8f4a54162
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 53"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 53
+
+State Senate district 53 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/54.md b/data/jurisdictions/us/states/ny/districts/senate/54.md
new file mode 100644
index 0000000000..3cc72a0400
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 54"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 54
+
+State Senate district 54 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/55.md b/data/jurisdictions/us/states/ny/districts/senate/55.md
new file mode 100644
index 0000000000..42e5da86f0
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 55"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 55
+
+State Senate district 55 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/56.md b/data/jurisdictions/us/states/ny/districts/senate/56.md
new file mode 100644
index 0000000000..07f494f574
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 56"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 56
+
+State Senate district 56 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/57.md b/data/jurisdictions/us/states/ny/districts/senate/57.md
new file mode 100644
index 0000000000..9693aed2fd
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 57"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 57
+
+State Senate district 57 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/58.md b/data/jurisdictions/us/states/ny/districts/senate/58.md
new file mode 100644
index 0000000000..907bfaa0af
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 58"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 58
+
+State Senate district 58 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/59.md b/data/jurisdictions/us/states/ny/districts/senate/59.md
new file mode 100644
index 0000000000..2f0a7b5869
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 59"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 59
+
+State Senate district 59 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/6.md b/data/jurisdictions/us/states/ny/districts/senate/6.md
new file mode 100644
index 0000000000..bb8812e38a
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 6"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 6
+
+State Senate district 6 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/60.md b/data/jurisdictions/us/states/ny/districts/senate/60.md
new file mode 100644
index 0000000000..e1e1da1174
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 60"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 60
+
+State Senate district 60 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/61.md b/data/jurisdictions/us/states/ny/districts/senate/61.md
new file mode 100644
index 0000000000..d3ae5ee431
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 61"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 61
+
+State Senate district 61 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/62.md b/data/jurisdictions/us/states/ny/districts/senate/62.md
new file mode 100644
index 0000000000..2230368431
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 62"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 62
+
+State Senate district 62 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/63.md b/data/jurisdictions/us/states/ny/districts/senate/63.md
new file mode 100644
index 0000000000..a2aaa18f8e
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 63"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 63
+
+State Senate district 63 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/7.md b/data/jurisdictions/us/states/ny/districts/senate/7.md
new file mode 100644
index 0000000000..3b2ac3c876
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 7"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 7
+
+State Senate district 7 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/8.md b/data/jurisdictions/us/states/ny/districts/senate/8.md
new file mode 100644
index 0000000000..0a06ad8536
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 8"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 8
+
+State Senate district 8 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/districts/senate/9.md b/data/jurisdictions/us/states/ny/districts/senate/9.md
new file mode 100644
index 0000000000..294470684c
--- /dev/null
+++ b/data/jurisdictions/us/states/ny/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "NY Senate District 9"
+classification: state-senate-district
+state: "NY"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ny]
+timestamp: "2026-07-03"
+---
+
+# NY Senate District 9
+
+State Senate district 9 (NY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ny/people/al-stirpe.md b/data/jurisdictions/us/states/ny/people/al-stirpe.md
index edf034d6d6..282a2837ea 100644
--- a/data/jurisdictions/us/states/ny/people/al-stirpe.md
+++ b/data/jurisdictions/us/states/ny/people/al-stirpe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 127"
+represents: "us/states/ny/districts/house/127"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 127 (NY State House of Representatives District 127).
 
+Represents [NY State House of Representatives District 127](/us/states/ny/districts/house/127.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/al-taylor.md b/data/jurisdictions/us/states/ny/people/al-taylor.md
index 3e4950749e..c580a43c17 100644
--- a/data/jurisdictions/us/states/ny/people/al-taylor.md
+++ b/data/jurisdictions/us/states/ny/people/al-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 71"
+represents: "us/states/ny/districts/house/71"
 tenure:
   start: "2017-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 71 (NY State House of Representatives District 71).
 
+Represents [NY State House of Representatives District 71](/us/states/ny/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/alec-brook-krasny.md b/data/jurisdictions/us/states/ny/people/alec-brook-krasny.md
index bbfb0fe65a..ab7251590e 100644
--- a/data/jurisdictions/us/states/ny/people/alec-brook-krasny.md
+++ b/data/jurisdictions/us/states/ny/people/alec-brook-krasny.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 46"
+represents: "us/states/ny/districts/house/46"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 46 (NY State House of Representatives District 46).
 
+Represents [NY State House of Representatives District 46](/us/states/ny/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/alex-bores.md b/data/jurisdictions/us/states/ny/people/alex-bores.md
index 517b60e9d8..15f4962d64 100644
--- a/data/jurisdictions/us/states/ny/people/alex-bores.md
+++ b/data/jurisdictions/us/states/ny/people/alex-bores.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 73"
+represents: "us/states/ny/districts/house/73"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 73 (NY State House of Representatives District 73).
 
+Represents [NY State House of Representatives District 73](/us/states/ny/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/alexis-weik.md b/data/jurisdictions/us/states/ny/people/alexis-weik.md
index c143e6dac6..7775885d53 100644
--- a/data/jurisdictions/us/states/ny/people/alexis-weik.md
+++ b/data/jurisdictions/us/states/ny/people/alexis-weik.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 8"
+represents: "us/states/ny/districts/senate/8"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 8 (NY State Senate District 8).
 
+Represents [NY State Senate District 8](/us/states/ny/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/alicia-hyndman.md b/data/jurisdictions/us/states/ny/people/alicia-hyndman.md
index 4ba9dfd729..d552d72d0e 100644
--- a/data/jurisdictions/us/states/ny/people/alicia-hyndman.md
+++ b/data/jurisdictions/us/states/ny/people/alicia-hyndman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 29"
+represents: "us/states/ny/districts/house/29"
 tenure:
   start: "2016-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 29 (NY State House of Representatives District 29).
 
+Represents [NY State House of Representatives District 29](/us/states/ny/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/amanda-septimo.md b/data/jurisdictions/us/states/ny/people/amanda-septimo.md
index 80e71e61d3..859da592e7 100644
--- a/data/jurisdictions/us/states/ny/people/amanda-septimo.md
+++ b/data/jurisdictions/us/states/ny/people/amanda-septimo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 84"
+represents: "us/states/ny/districts/house/84"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 84 (NY State House of Representatives District 84).
 
+Represents [NY State House of Representatives District 84](/us/states/ny/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/amy-paulin.md b/data/jurisdictions/us/states/ny/people/amy-paulin.md
index f1f8170161..87f5554456 100644
--- a/data/jurisdictions/us/states/ny/people/amy-paulin.md
+++ b/data/jurisdictions/us/states/ny/people/amy-paulin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 88"
+represents: "us/states/ny/districts/house/88"
 tenure:
   start: "2001-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 88 (NY State House of Representatives District 88).
 
+Represents [NY State House of Representatives District 88](/us/states/ny/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/andrea-bailey.md b/data/jurisdictions/us/states/ny/people/andrea-bailey.md
index f69c1f0f93..3673786bc5 100644
--- a/data/jurisdictions/us/states/ny/people/andrea-bailey.md
+++ b/data/jurisdictions/us/states/ny/people/andrea-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 133"
+represents: "us/states/ny/districts/house/133"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 133 (NY State House of Representatives District 133).
 
+Represents [NY State House of Representatives District 133](/us/states/ny/districts/house/133.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/andrea-stewart-cousins.md b/data/jurisdictions/us/states/ny/people/andrea-stewart-cousins.md
index 7f54cfbcce..cc1d4ade40 100644
--- a/data/jurisdictions/us/states/ny/people/andrea-stewart-cousins.md
+++ b/data/jurisdictions/us/states/ny/people/andrea-stewart-cousins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 35"
+represents: "us/states/ny/districts/senate/35"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 35 (NY State Senate District 35).
 
+Represents [NY State Senate District 35](/us/states/ny/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/andrew-gounardes.md b/data/jurisdictions/us/states/ny/people/andrew-gounardes.md
index f363fbc9fd..d6b6c02e59 100644
--- a/data/jurisdictions/us/states/ny/people/andrew-gounardes.md
+++ b/data/jurisdictions/us/states/ny/people/andrew-gounardes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 26"
+represents: "us/states/ny/districts/senate/26"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 26 (NY State Senate District 26).
 
+Represents [NY State Senate District 26](/us/states/ny/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/andrew-hevesi.md b/data/jurisdictions/us/states/ny/people/andrew-hevesi.md
index 6a9b790951..a0ebeafe33 100644
--- a/data/jurisdictions/us/states/ny/people/andrew-hevesi.md
+++ b/data/jurisdictions/us/states/ny/people/andrew-hevesi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 28"
+represents: "us/states/ny/districts/house/28"
 tenure:
   start: "2005-05-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 28 (NY State House of Representatives District 28).
 
+Represents [NY State House of Representatives District 28](/us/states/ny/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/andrew-lanza.md b/data/jurisdictions/us/states/ny/people/andrew-lanza.md
index 4ba300e9c7..7de4ae9746 100644
--- a/data/jurisdictions/us/states/ny/people/andrew-lanza.md
+++ b/data/jurisdictions/us/states/ny/people/andrew-lanza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 24"
+represents: "us/states/ny/districts/senate/24"
 tenure:
   start: "2007-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 24 (NY State Senate District 24).
 
+Represents [NY State Senate District 24](/us/states/ny/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/andrew-molitor.md b/data/jurisdictions/us/states/ny/people/andrew-molitor.md
index 9630323b79..ca8cb3afa0 100644
--- a/data/jurisdictions/us/states/ny/people/andrew-molitor.md
+++ b/data/jurisdictions/us/states/ny/people/andrew-molitor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 150"
+represents: "us/states/ny/districts/house/150"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 150 (NY State House of Representatives District 150).
 
+Represents [NY State House of Representatives District 150](/us/states/ny/districts/house/150.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/angelo-morinello.md b/data/jurisdictions/us/states/ny/people/angelo-morinello.md
index 80b5860906..06ff57cf27 100644
--- a/data/jurisdictions/us/states/ny/people/angelo-morinello.md
+++ b/data/jurisdictions/us/states/ny/people/angelo-morinello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 145"
+represents: "us/states/ny/districts/house/145"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 145 (NY State House of Representatives District 145).
 
+Represents [NY State House of Representatives District 145](/us/states/ny/districts/house/145.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/angelo-santabarbara.md b/data/jurisdictions/us/states/ny/people/angelo-santabarbara.md
index fa93534d1f..b3282b7259 100644
--- a/data/jurisdictions/us/states/ny/people/angelo-santabarbara.md
+++ b/data/jurisdictions/us/states/ny/people/angelo-santabarbara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 111"
+represents: "us/states/ny/districts/house/111"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 111 (NY State House of Representatives District 111).
 
+Represents [NY State House of Representatives District 111](/us/states/ny/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/anil-beephan.md b/data/jurisdictions/us/states/ny/people/anil-beephan.md
index e459a4f7aa..5d4c335197 100644
--- a/data/jurisdictions/us/states/ny/people/anil-beephan.md
+++ b/data/jurisdictions/us/states/ny/people/anil-beephan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 105"
+represents: "us/states/ny/districts/house/105"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 105 (NY State House of Representatives District 105).
 
+Represents [NY State House of Representatives District 105](/us/states/ny/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/anna-kelles.md b/data/jurisdictions/us/states/ny/people/anna-kelles.md
index 3d20b05fb3..3d5535be24 100644
--- a/data/jurisdictions/us/states/ny/people/anna-kelles.md
+++ b/data/jurisdictions/us/states/ny/people/anna-kelles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 125"
+represents: "us/states/ny/districts/house/125"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 125 (NY State House of Representatives District 125).
 
+Represents [NY State House of Representatives District 125](/us/states/ny/districts/house/125.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/april-baskin.md b/data/jurisdictions/us/states/ny/people/april-baskin.md
index 564813b609..ffe20b46d9 100644
--- a/data/jurisdictions/us/states/ny/people/april-baskin.md
+++ b/data/jurisdictions/us/states/ny/people/april-baskin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 63"
+represents: "us/states/ny/districts/senate/63"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 63 (NY State Senate District 63).
 
+Represents [NY State Senate District 63](/us/states/ny/districts/senate/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/ari-brown.md b/data/jurisdictions/us/states/ny/people/ari-brown.md
index fdeedfe745..96c62689e4 100644
--- a/data/jurisdictions/us/states/ny/people/ari-brown.md
+++ b/data/jurisdictions/us/states/ny/people/ari-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 20"
+represents: "us/states/ny/districts/house/20"
 tenure:
   start: "2022-04-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 20 (NY State House of Representatives District 20).
 
+Represents [NY State House of Representatives District 20](/us/states/ny/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/aron-wieder.md b/data/jurisdictions/us/states/ny/people/aron-wieder.md
index d3aede0de3..03c2de9a4a 100644
--- a/data/jurisdictions/us/states/ny/people/aron-wieder.md
+++ b/data/jurisdictions/us/states/ny/people/aron-wieder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 97"
+represents: "us/states/ny/districts/house/97"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 97 (NY State House of Representatives District 97).
 
+Represents [NY State House of Representatives District 97](/us/states/ny/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/bill-conrad.md b/data/jurisdictions/us/states/ny/people/bill-conrad.md
index 2cea241d6a..145b339573 100644
--- a/data/jurisdictions/us/states/ny/people/bill-conrad.md
+++ b/data/jurisdictions/us/states/ny/people/bill-conrad.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 140"
+represents: "us/states/ny/districts/house/140"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 140 (NY State House of Representatives District 140).
 
+Represents [NY State House of Representatives District 140](/us/states/ny/districts/house/140.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/bill-magnarelli.md b/data/jurisdictions/us/states/ny/people/bill-magnarelli.md
index a190f84d15..cb562297d5 100644
--- a/data/jurisdictions/us/states/ny/people/bill-magnarelli.md
+++ b/data/jurisdictions/us/states/ny/people/bill-magnarelli.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 129"
+represents: "us/states/ny/districts/house/129"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 129 (NY State House of Representatives District 129).
 
+Represents [NY State House of Representatives District 129](/us/states/ny/districts/house/129.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/bill-weber.md b/data/jurisdictions/us/states/ny/people/bill-weber.md
index 58578f3f30..b8d0f50f2b 100644
--- a/data/jurisdictions/us/states/ny/people/bill-weber.md
+++ b/data/jurisdictions/us/states/ny/people/bill-weber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 38"
+represents: "us/states/ny/districts/senate/38"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 38 (NY State Senate District 38).
 
+Represents [NY State Senate District 38](/us/states/ny/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/brian-cunningham.md b/data/jurisdictions/us/states/ny/people/brian-cunningham.md
index 606738c73e..b162841372 100644
--- a/data/jurisdictions/us/states/ny/people/brian-cunningham.md
+++ b/data/jurisdictions/us/states/ny/people/brian-cunningham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 43"
+represents: "us/states/ny/districts/house/43"
 tenure:
   start: "2022-03-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 43 (NY State House of Representatives District 43).
 
+Represents [NY State House of Representatives District 43](/us/states/ny/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/brian-kavanagh.md b/data/jurisdictions/us/states/ny/people/brian-kavanagh.md
index 0cbf5f870c..28cad2aabf 100644
--- a/data/jurisdictions/us/states/ny/people/brian-kavanagh.md
+++ b/data/jurisdictions/us/states/ny/people/brian-kavanagh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 27"
+represents: "us/states/ny/districts/senate/27"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 27 (NY State Senate District 27).
 
+Represents [NY State Senate District 27](/us/states/ny/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/brian-maher.md b/data/jurisdictions/us/states/ny/people/brian-maher.md
index 10870088f2..44a48ff447 100644
--- a/data/jurisdictions/us/states/ny/people/brian-maher.md
+++ b/data/jurisdictions/us/states/ny/people/brian-maher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 101"
+represents: "us/states/ny/districts/house/101"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 101 (NY State House of Representatives District 101).
 
+Represents [NY State House of Representatives District 101](/us/states/ny/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/brian-manktelow.md b/data/jurisdictions/us/states/ny/people/brian-manktelow.md
index 1d2118b2b7..31a6bad7af 100644
--- a/data/jurisdictions/us/states/ny/people/brian-manktelow.md
+++ b/data/jurisdictions/us/states/ny/people/brian-manktelow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 130"
+represents: "us/states/ny/districts/house/130"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 130 (NY State House of Representatives District 130).
 
+Represents [NY State House of Representatives District 130](/us/states/ny/districts/house/130.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/brian-miller.md b/data/jurisdictions/us/states/ny/people/brian-miller.md
index fd77f2137f..1a0279e72e 100644
--- a/data/jurisdictions/us/states/ny/people/brian-miller.md
+++ b/data/jurisdictions/us/states/ny/people/brian-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 122"
+represents: "us/states/ny/districts/house/122"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 122 (NY State House of Representatives District 122).
 
+Represents [NY State House of Representatives District 122](/us/states/ny/districts/house/122.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/carl-heastie.md b/data/jurisdictions/us/states/ny/people/carl-heastie.md
index 6dd7a924f0..5f91500be7 100644
--- a/data/jurisdictions/us/states/ny/people/carl-heastie.md
+++ b/data/jurisdictions/us/states/ny/people/carl-heastie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 83"
+represents: "us/states/ny/districts/house/83"
 tenure:
   start: "2001-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 83 (NY State House of Representatives District 83).
 
+Represents [NY State House of Representatives District 83](/us/states/ny/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/carrie-woerner.md b/data/jurisdictions/us/states/ny/people/carrie-woerner.md
index 5ef76eb2f7..6e6de5987d 100644
--- a/data/jurisdictions/us/states/ny/people/carrie-woerner.md
+++ b/data/jurisdictions/us/states/ny/people/carrie-woerner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 113"
+represents: "us/states/ny/districts/house/113"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 113 (NY State House of Representatives District 113).
 
+Represents [NY State House of Representatives District 113](/us/states/ny/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/catalina-cruz.md b/data/jurisdictions/us/states/ny/people/catalina-cruz.md
index ed732db9ac..d66d83a39f 100644
--- a/data/jurisdictions/us/states/ny/people/catalina-cruz.md
+++ b/data/jurisdictions/us/states/ny/people/catalina-cruz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 39"
+represents: "us/states/ny/districts/house/39"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 39 (NY State House of Representatives District 39).
 
+Represents [NY State House of Representatives District 39](/us/states/ny/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/chantel-jackson.md b/data/jurisdictions/us/states/ny/people/chantel-jackson.md
index 7e653cec12..9bae0f3592 100644
--- a/data/jurisdictions/us/states/ny/people/chantel-jackson.md
+++ b/data/jurisdictions/us/states/ny/people/chantel-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 79"
+represents: "us/states/ny/districts/house/79"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 79 (NY State House of Representatives District 79).
 
+Represents [NY State House of Representatives District 79](/us/states/ny/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/charles-fall.md b/data/jurisdictions/us/states/ny/people/charles-fall.md
index 4012364337..634134a073 100644
--- a/data/jurisdictions/us/states/ny/people/charles-fall.md
+++ b/data/jurisdictions/us/states/ny/people/charles-fall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 61"
+represents: "us/states/ny/districts/house/61"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 61 (NY State House of Representatives District 61).
 
+Represents [NY State House of Representatives District 61](/us/states/ny/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/charles-lavine.md b/data/jurisdictions/us/states/ny/people/charles-lavine.md
index 28730d0789..bf937479ae 100644
--- a/data/jurisdictions/us/states/ny/people/charles-lavine.md
+++ b/data/jurisdictions/us/states/ny/people/charles-lavine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 13"
+represents: "us/states/ny/districts/house/13"
 tenure:
   start: "2005-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 13 (NY State House of Representatives District 13).
 
+Represents [NY State House of Representatives District 13](/us/states/ny/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/chris-burdick.md b/data/jurisdictions/us/states/ny/people/chris-burdick.md
index 70ee9da791..f163c9043e 100644
--- a/data/jurisdictions/us/states/ny/people/chris-burdick.md
+++ b/data/jurisdictions/us/states/ny/people/chris-burdick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 93"
+represents: "us/states/ny/districts/house/93"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 93 (NY State House of Representatives District 93).
 
+Represents [NY State House of Representatives District 93](/us/states/ny/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/chris-eachus.md b/data/jurisdictions/us/states/ny/people/chris-eachus.md
index cf491f7634..25f8f5ef7c 100644
--- a/data/jurisdictions/us/states/ny/people/chris-eachus.md
+++ b/data/jurisdictions/us/states/ny/people/chris-eachus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 99"
+represents: "us/states/ny/districts/house/99"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 99 (NY State House of Representatives District 99).
 
+Represents [NY State House of Representatives District 99](/us/states/ny/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/chris-friend.md b/data/jurisdictions/us/states/ny/people/chris-friend.md
index 92b93a8fd5..f2dff9acfc 100644
--- a/data/jurisdictions/us/states/ny/people/chris-friend.md
+++ b/data/jurisdictions/us/states/ny/people/chris-friend.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 124"
+represents: "us/states/ny/districts/house/124"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 124 (NY State House of Representatives District 124).
 
+Represents [NY State House of Representatives District 124](/us/states/ny/districts/house/124.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/chris-ryan.md b/data/jurisdictions/us/states/ny/people/chris-ryan.md
index e2686fe6f9..1b5e9a108a 100644
--- a/data/jurisdictions/us/states/ny/people/chris-ryan.md
+++ b/data/jurisdictions/us/states/ny/people/chris-ryan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 50"
+represents: "us/states/ny/districts/senate/50"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 50 (NY State Senate District 50).
 
+Represents [NY State Senate District 50](/us/states/ny/districts/senate/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/chris-tague.md b/data/jurisdictions/us/states/ny/people/chris-tague.md
index 951c33ac2a..a4e77a49dd 100644
--- a/data/jurisdictions/us/states/ny/people/chris-tague.md
+++ b/data/jurisdictions/us/states/ny/people/chris-tague.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 102"
+represents: "us/states/ny/districts/house/102"
 tenure:
   start: "2018-05-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 102 (NY State House of Representatives District 102).
 
+Represents [NY State House of Representatives District 102](/us/states/ny/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/claire-valdez.md b/data/jurisdictions/us/states/ny/people/claire-valdez.md
index b6d89ebd8c..359875c42d 100644
--- a/data/jurisdictions/us/states/ny/people/claire-valdez.md
+++ b/data/jurisdictions/us/states/ny/people/claire-valdez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 37"
+represents: "us/states/ny/districts/house/37"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 37 (NY State House of Representatives District 37).
 
+Represents [NY State House of Representatives District 37](/us/states/ny/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/clyde-vanel.md b/data/jurisdictions/us/states/ny/people/clyde-vanel.md
index 297341327f..3bc6192116 100644
--- a/data/jurisdictions/us/states/ny/people/clyde-vanel.md
+++ b/data/jurisdictions/us/states/ny/people/clyde-vanel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 33"
+represents: "us/states/ny/districts/house/33"
 tenure:
   start: "2016-12-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 33 (NY State House of Representatives District 33).
 
+Represents [NY State House of Representatives District 33](/us/states/ny/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/cordell-cleare.md b/data/jurisdictions/us/states/ny/people/cordell-cleare.md
index 1e5e359cad..3e3b7f7425 100644
--- a/data/jurisdictions/us/states/ny/people/cordell-cleare.md
+++ b/data/jurisdictions/us/states/ny/people/cordell-cleare.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 30"
+represents: "us/states/ny/districts/senate/30"
 tenure:
   start: "2021-11-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 30 (NY State Senate District 30).
 
+Represents [NY State Senate District 30](/us/states/ny/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/crystal-peoples-stokes.md b/data/jurisdictions/us/states/ny/people/crystal-peoples-stokes.md
index 007ddb94ca..955a16b5dd 100644
--- a/data/jurisdictions/us/states/ny/people/crystal-peoples-stokes.md
+++ b/data/jurisdictions/us/states/ny/people/crystal-peoples-stokes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 141"
+represents: "us/states/ny/districts/house/141"
 tenure:
   start: "2003-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 141 (NY State House of Representatives District 141).
 
+Represents [NY State House of Representatives District 141](/us/states/ny/districts/house/141.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/dan-stec.md b/data/jurisdictions/us/states/ny/people/dan-stec.md
index ce76e5383d..61d77bc591 100644
--- a/data/jurisdictions/us/states/ny/people/dan-stec.md
+++ b/data/jurisdictions/us/states/ny/people/dan-stec.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 45"
+represents: "us/states/ny/districts/senate/45"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 45 (NY State Senate District 45).
 
+Represents [NY State Senate District 45](/us/states/ny/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/dana-levenberg.md b/data/jurisdictions/us/states/ny/people/dana-levenberg.md
index ba7965bda4..a33de62285 100644
--- a/data/jurisdictions/us/states/ny/people/dana-levenberg.md
+++ b/data/jurisdictions/us/states/ny/people/dana-levenberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 95"
+represents: "us/states/ny/districts/house/95"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 95 (NY State House of Representatives District 95).
 
+Represents [NY State House of Representatives District 95](/us/states/ny/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/danny-norber.md b/data/jurisdictions/us/states/ny/people/danny-norber.md
index 97c9aee100..f62c7109b4 100644
--- a/data/jurisdictions/us/states/ny/people/danny-norber.md
+++ b/data/jurisdictions/us/states/ny/people/danny-norber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 16"
+represents: "us/states/ny/districts/house/16"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 16 (NY State House of Representatives District 16).
 
+Represents [NY State House of Representatives District 16](/us/states/ny/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/dave-dipietro.md b/data/jurisdictions/us/states/ny/people/dave-dipietro.md
index 7b6b90b56e..da66637486 100644
--- a/data/jurisdictions/us/states/ny/people/dave-dipietro.md
+++ b/data/jurisdictions/us/states/ny/people/dave-dipietro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 147"
+represents: "us/states/ny/districts/house/147"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 147 (NY State House of Representatives District 147).
 
+Represents [NY State House of Representatives District 147](/us/states/ny/districts/house/147.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/dave-mcdonough.md b/data/jurisdictions/us/states/ny/people/dave-mcdonough.md
index 5ee9f80637..fd3626f7c6 100644
--- a/data/jurisdictions/us/states/ny/people/dave-mcdonough.md
+++ b/data/jurisdictions/us/states/ny/people/dave-mcdonough.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 14"
+represents: "us/states/ny/districts/house/14"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 14 (NY State House of Representatives District 14).
 
+Represents [NY State House of Representatives District 14](/us/states/ny/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/david-weprin.md b/data/jurisdictions/us/states/ny/people/david-weprin.md
index a74a142ec0..0c1a5a14ad 100644
--- a/data/jurisdictions/us/states/ny/people/david-weprin.md
+++ b/data/jurisdictions/us/states/ny/people/david-weprin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 24"
+represents: "us/states/ny/districts/house/24"
 tenure:
   start: "2010-02-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 24 (NY State House of Representatives District 24).
 
+Represents [NY State House of Representatives District 24](/us/states/ny/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/dean-murray.md b/data/jurisdictions/us/states/ny/people/dean-murray.md
index 098fdb9f59..67b3fd961e 100644
--- a/data/jurisdictions/us/states/ny/people/dean-murray.md
+++ b/data/jurisdictions/us/states/ny/people/dean-murray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 3"
+represents: "us/states/ny/districts/senate/3"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 3 (NY State Senate District 3).
 
+Represents [NY State Senate District 3](/us/states/ny/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/deborah-glick.md b/data/jurisdictions/us/states/ny/people/deborah-glick.md
index 8939018b26..66dfcbc19d 100644
--- a/data/jurisdictions/us/states/ny/people/deborah-glick.md
+++ b/data/jurisdictions/us/states/ny/people/deborah-glick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 66"
+represents: "us/states/ny/districts/house/66"
 tenure:
   start: "1991-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 66 (NY State House of Representatives District 66).
 
+Represents [NY State House of Representatives District 66](/us/states/ny/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/demond-meeks.md b/data/jurisdictions/us/states/ny/people/demond-meeks.md
index 6dbc1c29c9..500fc215ef 100644
--- a/data/jurisdictions/us/states/ny/people/demond-meeks.md
+++ b/data/jurisdictions/us/states/ny/people/demond-meeks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 137"
+represents: "us/states/ny/districts/house/137"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 137 (NY State House of Representatives District 137).
 
+Represents [NY State House of Representatives District 137](/us/states/ny/districts/house/137.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/diana-moreno.md b/data/jurisdictions/us/states/ny/people/diana-moreno.md
index 109302e96f..9f1358ee7b 100644
--- a/data/jurisdictions/us/states/ny/people/diana-moreno.md
+++ b/data/jurisdictions/us/states/ny/people/diana-moreno.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 36"
+represents: "us/states/ny/districts/house/36"
 tenure:
   start: "2026-02-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 36 (NY State House of Representatives District 36).
 
+Represents [NY State House of Representatives District 36](/us/states/ny/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/didi-barrett.md b/data/jurisdictions/us/states/ny/people/didi-barrett.md
index 5271a7af4a..e34382a349 100644
--- a/data/jurisdictions/us/states/ny/people/didi-barrett.md
+++ b/data/jurisdictions/us/states/ny/people/didi-barrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 106"
+represents: "us/states/ny/districts/house/106"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 106 (NY State House of Representatives District 106).
 
+Represents [NY State House of Representatives District 106](/us/states/ny/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/donna-lupardo.md b/data/jurisdictions/us/states/ny/people/donna-lupardo.md
index d4d9b4bf0a..d0b6574ca5 100644
--- a/data/jurisdictions/us/states/ny/people/donna-lupardo.md
+++ b/data/jurisdictions/us/states/ny/people/donna-lupardo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 123"
+represents: "us/states/ny/districts/house/123"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 123 (NY State House of Representatives District 123).
 
+Represents [NY State House of Representatives District 123](/us/states/ny/districts/house/123.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/doug-smith.md b/data/jurisdictions/us/states/ny/people/doug-smith.md
index 9aa5ad8452..14084f4945 100644
--- a/data/jurisdictions/us/states/ny/people/doug-smith.md
+++ b/data/jurisdictions/us/states/ny/people/doug-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 5"
+represents: "us/states/ny/districts/house/5"
 tenure:
   start: "2018-04-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 5 (NY State House of Representatives District 5).
 
+Represents [NY State House of Representatives District 5](/us/states/ny/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/ed-braunstein.md b/data/jurisdictions/us/states/ny/people/ed-braunstein.md
index be32859980..ab1e69f637 100644
--- a/data/jurisdictions/us/states/ny/people/ed-braunstein.md
+++ b/data/jurisdictions/us/states/ny/people/ed-braunstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 26"
+represents: "us/states/ny/districts/house/26"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 26 (NY State House of Representatives District 26).
 
+Represents [NY State House of Representatives District 26](/us/states/ny/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/ed-ra.md b/data/jurisdictions/us/states/ny/people/ed-ra.md
index 50d1ec580a..2d46237465 100644
--- a/data/jurisdictions/us/states/ny/people/ed-ra.md
+++ b/data/jurisdictions/us/states/ny/people/ed-ra.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 19"
+represents: "us/states/ny/districts/house/19"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 19 (NY State House of Representatives District 19).
 
+Represents [NY State House of Representatives District 19](/us/states/ny/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/eddie-gibbs.md b/data/jurisdictions/us/states/ny/people/eddie-gibbs.md
index d94b96c391..d8afa0a28a 100644
--- a/data/jurisdictions/us/states/ny/people/eddie-gibbs.md
+++ b/data/jurisdictions/us/states/ny/people/eddie-gibbs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 68"
+represents: "us/states/ny/districts/house/68"
 tenure:
   start: "2022-01-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 68 (NY State House of Representatives District 68).
 
+Represents [NY State House of Representatives District 68](/us/states/ny/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/emerita-torres.md b/data/jurisdictions/us/states/ny/people/emerita-torres.md
index 01e397058a..b795c64923 100644
--- a/data/jurisdictions/us/states/ny/people/emerita-torres.md
+++ b/data/jurisdictions/us/states/ny/people/emerita-torres.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 85"
+represents: "us/states/ny/districts/house/85"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 85 (NY State House of Representatives District 85).
 
+Represents [NY State House of Representatives District 85](/us/states/ny/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/emily-gallagher.md b/data/jurisdictions/us/states/ny/people/emily-gallagher.md
index 16349a76cd..c4b80c50d5 100644
--- a/data/jurisdictions/us/states/ny/people/emily-gallagher.md
+++ b/data/jurisdictions/us/states/ny/people/emily-gallagher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 50"
+represents: "us/states/ny/districts/house/50"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 50 (NY State House of Representatives District 50).
 
+Represents [NY State House of Representatives District 50](/us/states/ny/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/erik-bottcher.md b/data/jurisdictions/us/states/ny/people/erik-bottcher.md
index bdb22717bf..7911865fd6 100644
--- a/data/jurisdictions/us/states/ny/people/erik-bottcher.md
+++ b/data/jurisdictions/us/states/ny/people/erik-bottcher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 47"
+represents: "us/states/ny/districts/senate/47"
 tenure:
   start: "2026-02-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 47 (NY State Senate District 47).
 
+Represents [NY State Senate District 47](/us/states/ny/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/erik-dilan.md b/data/jurisdictions/us/states/ny/people/erik-dilan.md
index 380f8076e0..5027b00e17 100644
--- a/data/jurisdictions/us/states/ny/people/erik-dilan.md
+++ b/data/jurisdictions/us/states/ny/people/erik-dilan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 54"
+represents: "us/states/ny/districts/house/54"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 54 (NY State House of Representatives District 54).
 
+Represents [NY State House of Representatives District 54](/us/states/ny/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/gabriella-romero.md b/data/jurisdictions/us/states/ny/people/gabriella-romero.md
index a115bf61a5..88c7473538 100644
--- a/data/jurisdictions/us/states/ny/people/gabriella-romero.md
+++ b/data/jurisdictions/us/states/ny/people/gabriella-romero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 109"
+represents: "us/states/ny/districts/house/109"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 109 (NY State House of Representatives District 109).
 
+Represents [NY State House of Representatives District 109](/us/states/ny/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/gary-pretlow.md b/data/jurisdictions/us/states/ny/people/gary-pretlow.md
index 4e1722ef78..4dd3103671 100644
--- a/data/jurisdictions/us/states/ny/people/gary-pretlow.md
+++ b/data/jurisdictions/us/states/ny/people/gary-pretlow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 89"
+represents: "us/states/ny/districts/house/89"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 89 (NY State House of Representatives District 89).
 
+Represents [NY State House of Representatives District 89](/us/states/ny/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/george-alvarez.md b/data/jurisdictions/us/states/ny/people/george-alvarez.md
index 2a9399a456..fda7c15809 100644
--- a/data/jurisdictions/us/states/ny/people/george-alvarez.md
+++ b/data/jurisdictions/us/states/ny/people/george-alvarez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 78"
+represents: "us/states/ny/districts/house/78"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 78 (NY State House of Representatives District 78).
 
+Represents [NY State House of Representatives District 78](/us/states/ny/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/george-borrello.md b/data/jurisdictions/us/states/ny/people/george-borrello.md
index bb0305f925..188b4cbdbe 100644
--- a/data/jurisdictions/us/states/ny/people/george-borrello.md
+++ b/data/jurisdictions/us/states/ny/people/george-borrello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 57"
+represents: "us/states/ny/districts/senate/57"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 57 (NY State Senate District 57).
 
+Represents [NY State Senate District 57](/us/states/ny/districts/senate/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/grace-lee.md b/data/jurisdictions/us/states/ny/people/grace-lee.md
index 6999f784ec..dfa5c526e0 100644
--- a/data/jurisdictions/us/states/ny/people/grace-lee.md
+++ b/data/jurisdictions/us/states/ny/people/grace-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 65"
+represents: "us/states/ny/districts/house/65"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 65 (NY State House of Representatives District 65).
 
+Represents [NY State House of Representatives District 65](/us/states/ny/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/gustavo-rivera.md b/data/jurisdictions/us/states/ny/people/gustavo-rivera.md
index ee2b9a02ad..c945cbe502 100644
--- a/data/jurisdictions/us/states/ny/people/gustavo-rivera.md
+++ b/data/jurisdictions/us/states/ny/people/gustavo-rivera.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 33"
+represents: "us/states/ny/districts/senate/33"
 tenure:
   start: "2011-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 33 (NY State Senate District 33).
 
+Represents [NY State Senate District 33](/us/states/ny/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/harry-bronson.md b/data/jurisdictions/us/states/ny/people/harry-bronson.md
index 0ebba3b6ef..be3a7cc309 100644
--- a/data/jurisdictions/us/states/ny/people/harry-bronson.md
+++ b/data/jurisdictions/us/states/ny/people/harry-bronson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 138"
+represents: "us/states/ny/districts/house/138"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 138 (NY State House of Representatives District 138).
 
+Represents [NY State House of Representatives District 138](/us/states/ny/districts/house/138.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jabari-brisport.md b/data/jurisdictions/us/states/ny/people/jabari-brisport.md
index ff4e4d2034..efcfc929a1 100644
--- a/data/jurisdictions/us/states/ny/people/jabari-brisport.md
+++ b/data/jurisdictions/us/states/ny/people/jabari-brisport.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 25"
+represents: "us/states/ny/districts/senate/25"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 25 (NY State Senate District 25).
 
+Represents [NY State Senate District 25](/us/states/ny/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jack-martins.md b/data/jurisdictions/us/states/ny/people/jack-martins.md
index f605862bf3..40b1157033 100644
--- a/data/jurisdictions/us/states/ny/people/jack-martins.md
+++ b/data/jurisdictions/us/states/ny/people/jack-martins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 7"
+represents: "us/states/ny/districts/senate/7"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 7 (NY State Senate District 7).
 
+Represents [NY State Senate District 7](/us/states/ny/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jaime-williams.md b/data/jurisdictions/us/states/ny/people/jaime-williams.md
index d4bed6bcd4..d665ea13aa 100644
--- a/data/jurisdictions/us/states/ny/people/jaime-williams.md
+++ b/data/jurisdictions/us/states/ny/people/jaime-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 59"
+represents: "us/states/ny/districts/house/59"
 tenure:
   start: "2016-05-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 59 (NY State House of Representatives District 59).
 
+Represents [NY State House of Representatives District 59](/us/states/ny/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jake-ashby.md b/data/jurisdictions/us/states/ny/people/jake-ashby.md
index 3aeabe8661..ac34f00e45 100644
--- a/data/jurisdictions/us/states/ny/people/jake-ashby.md
+++ b/data/jurisdictions/us/states/ny/people/jake-ashby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 43"
+represents: "us/states/ny/districts/senate/43"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 43 (NY State Senate District 43).
 
+Represents [NY State Senate District 43](/us/states/ny/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jake-blumencranz.md b/data/jurisdictions/us/states/ny/people/jake-blumencranz.md
index 4539a7a6ae..e32a7e65f6 100644
--- a/data/jurisdictions/us/states/ny/people/jake-blumencranz.md
+++ b/data/jurisdictions/us/states/ny/people/jake-blumencranz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 15"
+represents: "us/states/ny/districts/house/15"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 15 (NY State House of Representatives District 15).
 
+Represents [NY State House of Representatives District 15](/us/states/ny/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jamaal-bailey.md b/data/jurisdictions/us/states/ny/people/jamaal-bailey.md
index d92a2303ca..5e3271c280 100644
--- a/data/jurisdictions/us/states/ny/people/jamaal-bailey.md
+++ b/data/jurisdictions/us/states/ny/people/jamaal-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 36"
+represents: "us/states/ny/districts/senate/36"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 36 (NY State Senate District 36).
 
+Represents [NY State Senate District 36](/us/states/ny/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/james-sanders.md b/data/jurisdictions/us/states/ny/people/james-sanders.md
index afc07a56ec..89eb7336ab 100644
--- a/data/jurisdictions/us/states/ny/people/james-sanders.md
+++ b/data/jurisdictions/us/states/ny/people/james-sanders.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 10"
+represents: "us/states/ny/districts/senate/10"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 10 (NY State Senate District 10).
 
+Represents [NY State Senate District 10](/us/states/ny/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/james-skoufis.md b/data/jurisdictions/us/states/ny/people/james-skoufis.md
index 77d1e9d01a..d794bdaf13 100644
--- a/data/jurisdictions/us/states/ny/people/james-skoufis.md
+++ b/data/jurisdictions/us/states/ny/people/james-skoufis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 42"
+represents: "us/states/ny/districts/senate/42"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 42 (NY State Senate District 42).
 
+Represents [NY State Senate District 42](/us/states/ny/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jarett-gandolfo.md b/data/jurisdictions/us/states/ny/people/jarett-gandolfo.md
index 119eb2ce43..c6e29eb26e 100644
--- a/data/jurisdictions/us/states/ny/people/jarett-gandolfo.md
+++ b/data/jurisdictions/us/states/ny/people/jarett-gandolfo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 7"
+represents: "us/states/ny/districts/house/7"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 7 (NY State House of Representatives District 7).
 
+Represents [NY State House of Representatives District 7](/us/states/ny/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jeff-gallahan.md b/data/jurisdictions/us/states/ny/people/jeff-gallahan.md
index 1c446fb8d2..9add20a6c2 100644
--- a/data/jurisdictions/us/states/ny/people/jeff-gallahan.md
+++ b/data/jurisdictions/us/states/ny/people/jeff-gallahan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 131"
+represents: "us/states/ny/districts/house/131"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 131 (NY State House of Representatives District 131).
 
+Represents [NY State House of Representatives District 131](/us/states/ny/districts/house/131.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jeffrey-dinowitz.md b/data/jurisdictions/us/states/ny/people/jeffrey-dinowitz.md
index 09547c1723..371e2b6c21 100644
--- a/data/jurisdictions/us/states/ny/people/jeffrey-dinowitz.md
+++ b/data/jurisdictions/us/states/ny/people/jeffrey-dinowitz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 81"
+represents: "us/states/ny/districts/house/81"
 tenure:
   start: "1994-02-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 81 (NY State House of Representatives District 81).
 
+Represents [NY State House of Representatives District 81](/us/states/ny/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jen-lunsford.md b/data/jurisdictions/us/states/ny/people/jen-lunsford.md
index 63ee776b0d..a380915055 100644
--- a/data/jurisdictions/us/states/ny/people/jen-lunsford.md
+++ b/data/jurisdictions/us/states/ny/people/jen-lunsford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 135"
+represents: "us/states/ny/districts/house/135"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 135 (NY State House of Representatives District 135).
 
+Represents [NY State House of Representatives District 135](/us/states/ny/districts/house/135.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jenifer-rajkumar.md b/data/jurisdictions/us/states/ny/people/jenifer-rajkumar.md
index 1ac505f9fd..009809819c 100644
--- a/data/jurisdictions/us/states/ny/people/jenifer-rajkumar.md
+++ b/data/jurisdictions/us/states/ny/people/jenifer-rajkumar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 38"
+represents: "us/states/ny/districts/house/38"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 38 (NY State House of Representatives District 38).
 
+Represents [NY State House of Representatives District 38](/us/states/ny/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jeremy-cooney.md b/data/jurisdictions/us/states/ny/people/jeremy-cooney.md
index 28f9a05ee9..b292641725 100644
--- a/data/jurisdictions/us/states/ny/people/jeremy-cooney.md
+++ b/data/jurisdictions/us/states/ny/people/jeremy-cooney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 56"
+represents: "us/states/ny/districts/senate/56"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 56 (NY State Senate District 56).
 
+Represents [NY State Senate District 56](/us/states/ny/districts/senate/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jeremy-zellner.md b/data/jurisdictions/us/states/ny/people/jeremy-zellner.md
index d43c8cbe77..fe17630623 100644
--- a/data/jurisdictions/us/states/ny/people/jeremy-zellner.md
+++ b/data/jurisdictions/us/states/ny/people/jeremy-zellner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 61"
+represents: "us/states/ny/districts/senate/61"
 tenure:
   start: "2026-02-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 61 (NY State Senate District 61).
 
+Represents [NY State Senate District 61](/us/states/ny/districts/senate/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jessica-gonzalez-rojas.md b/data/jurisdictions/us/states/ny/people/jessica-gonzalez-rojas.md
index dda525b56b..73a6be7e3e 100644
--- a/data/jurisdictions/us/states/ny/people/jessica-gonzalez-rojas.md
+++ b/data/jurisdictions/us/states/ny/people/jessica-gonzalez-rojas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 34"
+represents: "us/states/ny/districts/house/34"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 34 (NY State House of Representatives District 34).
 
+Represents [NY State House of Representatives District 34](/us/states/ny/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jessica-ramos.md b/data/jurisdictions/us/states/ny/people/jessica-ramos.md
index 995d894e05..4f6715d69e 100644
--- a/data/jurisdictions/us/states/ny/people/jessica-ramos.md
+++ b/data/jurisdictions/us/states/ny/people/jessica-ramos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 13"
+represents: "us/states/ny/districts/senate/13"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 13 (NY State Senate District 13).
 
+Represents [NY State Senate District 13](/us/states/ny/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jessica-scarcella-spanton.md b/data/jurisdictions/us/states/ny/people/jessica-scarcella-spanton.md
index 4911cd9e21..fed2f5afa7 100644
--- a/data/jurisdictions/us/states/ny/people/jessica-scarcella-spanton.md
+++ b/data/jurisdictions/us/states/ny/people/jessica-scarcella-spanton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 23"
+represents: "us/states/ny/districts/senate/23"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 23 (NY State Senate District 23).
 
+Represents [NY State Senate District 23](/us/states/ny/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jim-tedisco.md b/data/jurisdictions/us/states/ny/people/jim-tedisco.md
index 3a33d1ec4f..b81efcdca4 100644
--- a/data/jurisdictions/us/states/ny/people/jim-tedisco.md
+++ b/data/jurisdictions/us/states/ny/people/jim-tedisco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 44"
+represents: "us/states/ny/districts/senate/44"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 44 (NY State Senate District 44).
 
+Represents [NY State Senate District 44](/us/states/ny/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jo-anne-simon.md b/data/jurisdictions/us/states/ny/people/jo-anne-simon.md
index 5f6d4b2fec..c8ffbdcef0 100644
--- a/data/jurisdictions/us/states/ny/people/jo-anne-simon.md
+++ b/data/jurisdictions/us/states/ny/people/jo-anne-simon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 52"
+represents: "us/states/ny/districts/house/52"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 52 (NY State House of Representatives District 52).
 
+Represents [NY State House of Representatives District 52](/us/states/ny/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jodi-giglio.md b/data/jurisdictions/us/states/ny/people/jodi-giglio.md
index cc28880404..24318d58b7 100644
--- a/data/jurisdictions/us/states/ny/people/jodi-giglio.md
+++ b/data/jurisdictions/us/states/ny/people/jodi-giglio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 2"
+represents: "us/states/ny/districts/house/2"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 2 (NY State House of Representatives District 2).
 
+Represents [NY State House of Representatives District 2](/us/states/ny/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/joe-addabbo.md b/data/jurisdictions/us/states/ny/people/joe-addabbo.md
index 75b526768f..b05cc5749f 100644
--- a/data/jurisdictions/us/states/ny/people/joe-addabbo.md
+++ b/data/jurisdictions/us/states/ny/people/joe-addabbo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 15"
+represents: "us/states/ny/districts/senate/15"
 tenure:
   start: "2009-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 15 (NY State Senate District 15).
 
+Represents [NY State Senate District 15](/us/states/ny/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/joe-angelino.md b/data/jurisdictions/us/states/ny/people/joe-angelino.md
index a29d12b4e4..39cb98c9fa 100644
--- a/data/jurisdictions/us/states/ny/people/joe-angelino.md
+++ b/data/jurisdictions/us/states/ny/people/joe-angelino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 121"
+represents: "us/states/ny/districts/house/121"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 121 (NY State House of Representatives District 121).
 
+Represents [NY State House of Representatives District 121](/us/states/ny/districts/house/121.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/joe-destefano.md b/data/jurisdictions/us/states/ny/people/joe-destefano.md
index 01ec7a3516..4117e2c48a 100644
--- a/data/jurisdictions/us/states/ny/people/joe-destefano.md
+++ b/data/jurisdictions/us/states/ny/people/joe-destefano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 3"
+represents: "us/states/ny/districts/house/3"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 3 (NY State House of Representatives District 3).
 
+Represents [NY State House of Representatives District 3](/us/states/ny/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/joe-griffo.md b/data/jurisdictions/us/states/ny/people/joe-griffo.md
index 31d4138c05..96d7148ea2 100644
--- a/data/jurisdictions/us/states/ny/people/joe-griffo.md
+++ b/data/jurisdictions/us/states/ny/people/joe-griffo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 53"
+represents: "us/states/ny/districts/senate/53"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 53 (NY State Senate District 53).
 
+Represents [NY State Senate District 53](/us/states/ny/districts/senate/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/joe-sempolinski.md b/data/jurisdictions/us/states/ny/people/joe-sempolinski.md
index 62b661fa75..3af244e4f4 100644
--- a/data/jurisdictions/us/states/ny/people/joe-sempolinski.md
+++ b/data/jurisdictions/us/states/ny/people/joe-sempolinski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 148"
+represents: "us/states/ny/districts/house/148"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 148 (NY State House of Representatives District 148).
 
+Represents [NY State House of Representatives District 148](/us/states/ny/districts/house/148.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/john-lemondes.md b/data/jurisdictions/us/states/ny/people/john-lemondes.md
index ce357c043c..2589041549 100644
--- a/data/jurisdictions/us/states/ny/people/john-lemondes.md
+++ b/data/jurisdictions/us/states/ny/people/john-lemondes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 126"
+represents: "us/states/ny/districts/house/126"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 126 (NY State House of Representatives District 126).
 
+Represents [NY State House of Representatives District 126](/us/states/ny/districts/house/126.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/john-liu.md b/data/jurisdictions/us/states/ny/people/john-liu.md
index d7e5e63355..424c06f3f7 100644
--- a/data/jurisdictions/us/states/ny/people/john-liu.md
+++ b/data/jurisdictions/us/states/ny/people/john-liu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 16"
+represents: "us/states/ny/districts/senate/16"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 16 (NY State Senate District 16).
 
+Represents [NY State Senate District 16](/us/states/ny/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/john-mcdonald.md b/data/jurisdictions/us/states/ny/people/john-mcdonald.md
index f975c73cf1..7698059223 100644
--- a/data/jurisdictions/us/states/ny/people/john-mcdonald.md
+++ b/data/jurisdictions/us/states/ny/people/john-mcdonald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 108"
+represents: "us/states/ny/districts/house/108"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 108 (NY State House of Representatives District 108).
 
+Represents [NY State House of Representatives District 108](/us/states/ny/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/john-mikulin.md b/data/jurisdictions/us/states/ny/people/john-mikulin.md
index c7016ca240..af83d3ac3b 100644
--- a/data/jurisdictions/us/states/ny/people/john-mikulin.md
+++ b/data/jurisdictions/us/states/ny/people/john-mikulin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 17"
+represents: "us/states/ny/districts/house/17"
 tenure:
   start: "2018-04-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 17 (NY State House of Representatives District 17).
 
+Represents [NY State House of Representatives District 17](/us/states/ny/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/john-zaccaro.md b/data/jurisdictions/us/states/ny/people/john-zaccaro.md
index 559b6113ab..ab13b9a8bb 100644
--- a/data/jurisdictions/us/states/ny/people/john-zaccaro.md
+++ b/data/jurisdictions/us/states/ny/people/john-zaccaro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 80"
+represents: "us/states/ny/districts/house/80"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 80 (NY State House of Representatives District 80).
 
+Represents [NY State House of Representatives District 80](/us/states/ny/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jon-rivera.md b/data/jurisdictions/us/states/ny/people/jon-rivera.md
index 49d57e3f95..a9b0e7cb06 100644
--- a/data/jurisdictions/us/states/ny/people/jon-rivera.md
+++ b/data/jurisdictions/us/states/ny/people/jon-rivera.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 149"
+represents: "us/states/ny/districts/house/149"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 149 (NY State House of Representatives District 149).
 
+Represents [NY State House of Representatives District 149](/us/states/ny/districts/house/149.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jonathan-jacobson.md b/data/jurisdictions/us/states/ny/people/jonathan-jacobson.md
index 56f6126e15..411b01dbe6 100644
--- a/data/jurisdictions/us/states/ny/people/jonathan-jacobson.md
+++ b/data/jurisdictions/us/states/ny/people/jonathan-jacobson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 104"
+represents: "us/states/ny/districts/house/104"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 104 (NY State House of Representatives District 104).
 
+Represents [NY State House of Representatives District 104](/us/states/ny/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jordan-wright.md b/data/jurisdictions/us/states/ny/people/jordan-wright.md
index 4eb3a89f94..20976ca5a3 100644
--- a/data/jurisdictions/us/states/ny/people/jordan-wright.md
+++ b/data/jurisdictions/us/states/ny/people/jordan-wright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 70"
+represents: "us/states/ny/districts/house/70"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 70 (NY State House of Representatives District 70).
 
+Represents [NY State House of Representatives District 70](/us/states/ny/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/jose-serrano.md b/data/jurisdictions/us/states/ny/people/jose-serrano.md
index 3e9e31c2b9..c60afd2d0b 100644
--- a/data/jurisdictions/us/states/ny/people/jose-serrano.md
+++ b/data/jurisdictions/us/states/ny/people/jose-serrano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 29"
+represents: "us/states/ny/districts/senate/29"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 29 (NY State Senate District 29).
 
+Represents [NY State Senate District 29](/us/states/ny/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/josh-jensen.md b/data/jurisdictions/us/states/ny/people/josh-jensen.md
index 309e53d3fb..67ef03f6eb 100644
--- a/data/jurisdictions/us/states/ny/people/josh-jensen.md
+++ b/data/jurisdictions/us/states/ny/people/josh-jensen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 134"
+represents: "us/states/ny/districts/house/134"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 134 (NY State House of Representatives District 134).
 
+Represents [NY State House of Representatives District 134](/us/states/ny/districts/house/134.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/judy-griffin.md b/data/jurisdictions/us/states/ny/people/judy-griffin.md
index 9e093dbf81..cda9a76b53 100644
--- a/data/jurisdictions/us/states/ny/people/judy-griffin.md
+++ b/data/jurisdictions/us/states/ny/people/judy-griffin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 21"
+represents: "us/states/ny/districts/house/21"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 21 (NY State House of Representatives District 21).
 
+Represents [NY State House of Representatives District 21](/us/states/ny/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/julia-salazar.md b/data/jurisdictions/us/states/ny/people/julia-salazar.md
index 78125e7a80..fff357b543 100644
--- a/data/jurisdictions/us/states/ny/people/julia-salazar.md
+++ b/data/jurisdictions/us/states/ny/people/julia-salazar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 18"
+represents: "us/states/ny/districts/senate/18"
 tenure:
   start: "2020-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 18 (NY State Senate District 18).
 
+Represents [NY State Senate District 18](/us/states/ny/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/kalman-yeger.md b/data/jurisdictions/us/states/ny/people/kalman-yeger.md
index edee41a52f..5adc696ad1 100644
--- a/data/jurisdictions/us/states/ny/people/kalman-yeger.md
+++ b/data/jurisdictions/us/states/ny/people/kalman-yeger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 41"
+represents: "us/states/ny/districts/house/41"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 41 (NY State House of Representatives District 41).
 
+Represents [NY State House of Representatives District 41](/us/states/ny/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/karen-mcmahon.md b/data/jurisdictions/us/states/ny/people/karen-mcmahon.md
index 277c2b983a..f21f2e1d30 100644
--- a/data/jurisdictions/us/states/ny/people/karen-mcmahon.md
+++ b/data/jurisdictions/us/states/ny/people/karen-mcmahon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 146"
+represents: "us/states/ny/districts/house/146"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 146 (NY State House of Representatives District 146).
 
+Represents [NY State House of Representatives District 146](/us/states/ny/districts/house/146.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/karines-reyes.md b/data/jurisdictions/us/states/ny/people/karines-reyes.md
index 1ec56dccee..2d6486d39b 100644
--- a/data/jurisdictions/us/states/ny/people/karines-reyes.md
+++ b/data/jurisdictions/us/states/ny/people/karines-reyes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 87"
+represents: "us/states/ny/districts/house/87"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 87 (NY State House of Representatives District 87).
 
+Represents [NY State House of Representatives District 87](/us/states/ny/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/karl-brabenec.md b/data/jurisdictions/us/states/ny/people/karl-brabenec.md
index 2eed6ed717..b8666d3ddf 100644
--- a/data/jurisdictions/us/states/ny/people/karl-brabenec.md
+++ b/data/jurisdictions/us/states/ny/people/karl-brabenec.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 98"
+represents: "us/states/ny/districts/house/98"
 tenure:
   start: "2014-12-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 98 (NY State House of Representatives District 98).
 
+Represents [NY State House of Representatives District 98](/us/states/ny/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/keith-brown.md b/data/jurisdictions/us/states/ny/people/keith-brown.md
index 8d5ad1d968..d8e0792e42 100644
--- a/data/jurisdictions/us/states/ny/people/keith-brown.md
+++ b/data/jurisdictions/us/states/ny/people/keith-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 12"
+represents: "us/states/ny/districts/house/12"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 12 (NY State House of Representatives District 12).
 
+Represents [NY State House of Representatives District 12](/us/states/ny/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/keith-powers.md b/data/jurisdictions/us/states/ny/people/keith-powers.md
index a357e9ba4b..4a03b9986f 100644
--- a/data/jurisdictions/us/states/ny/people/keith-powers.md
+++ b/data/jurisdictions/us/states/ny/people/keith-powers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 74"
+represents: "us/states/ny/districts/house/74"
 tenure:
   start: "2026-02-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 74 (NY State House of Representatives District 74).
 
+Represents [NY State House of Representatives District 74](/us/states/ny/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/ken-blankenbush.md b/data/jurisdictions/us/states/ny/people/ken-blankenbush.md
index bbab65b73f..952ef843e2 100644
--- a/data/jurisdictions/us/states/ny/people/ken-blankenbush.md
+++ b/data/jurisdictions/us/states/ny/people/ken-blankenbush.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 117"
+represents: "us/states/ny/districts/house/117"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 117 (NY State House of Representatives District 117).
 
+Represents [NY State House of Representatives District 117](/us/states/ny/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/kevin-parker.md b/data/jurisdictions/us/states/ny/people/kevin-parker.md
index e4b8b2838d..65e6283d8e 100644
--- a/data/jurisdictions/us/states/ny/people/kevin-parker.md
+++ b/data/jurisdictions/us/states/ny/people/kevin-parker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 21"
+represents: "us/states/ny/districts/senate/21"
 tenure:
   start: "2003-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 21 (NY State Senate District 21).
 
+Represents [NY State Senate District 21](/us/states/ny/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/khaleel-anderson.md b/data/jurisdictions/us/states/ny/people/khaleel-anderson.md
index d2b82a885b..531d5878a6 100644
--- a/data/jurisdictions/us/states/ny/people/khaleel-anderson.md
+++ b/data/jurisdictions/us/states/ny/people/khaleel-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 31"
+represents: "us/states/ny/districts/house/31"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 31 (NY State House of Representatives District 31).
 
+Represents [NY State House of Representatives District 31](/us/states/ny/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/kristen-gonzalez.md b/data/jurisdictions/us/states/ny/people/kristen-gonzalez.md
index 985b47a895..50364c0c82 100644
--- a/data/jurisdictions/us/states/ny/people/kristen-gonzalez.md
+++ b/data/jurisdictions/us/states/ny/people/kristen-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 59"
+represents: "us/states/ny/districts/senate/59"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 59 (NY State Senate District 59).
 
+Represents [NY State Senate District 59](/us/states/ny/districts/senate/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/kwani-o-pharrow.md b/data/jurisdictions/us/states/ny/people/kwani-o-pharrow.md
index c7a7ed5628..b7e0fb200d 100644
--- a/data/jurisdictions/us/states/ny/people/kwani-o-pharrow.md
+++ b/data/jurisdictions/us/states/ny/people/kwani-o-pharrow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 11"
+represents: "us/states/ny/districts/house/11"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 11 (NY State House of Representatives District 11).
 
+Represents [NY State House of Representatives District 11](/us/states/ny/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/landon-dais.md b/data/jurisdictions/us/states/ny/people/landon-dais.md
index 4de33f1b1d..2e10392c31 100644
--- a/data/jurisdictions/us/states/ny/people/landon-dais.md
+++ b/data/jurisdictions/us/states/ny/people/landon-dais.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 77"
+represents: "us/states/ny/districts/house/77"
 tenure:
   start: "2024-02-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 77 (NY State House of Representatives District 77).
 
+Represents [NY State House of Representatives District 77](/us/states/ny/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/larinda-hooks.md b/data/jurisdictions/us/states/ny/people/larinda-hooks.md
index 3226a5c5ab..57b68d58fd 100644
--- a/data/jurisdictions/us/states/ny/people/larinda-hooks.md
+++ b/data/jurisdictions/us/states/ny/people/larinda-hooks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 35"
+represents: "us/states/ny/districts/house/35"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 35 (NY State House of Representatives District 35).
 
+Represents [NY State House of Representatives District 35](/us/states/ny/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/latrice-walker.md b/data/jurisdictions/us/states/ny/people/latrice-walker.md
index 80a7bd0ef1..acce3ad0f4 100644
--- a/data/jurisdictions/us/states/ny/people/latrice-walker.md
+++ b/data/jurisdictions/us/states/ny/people/latrice-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 55"
+represents: "us/states/ny/districts/house/55"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 55 (NY State House of Representatives District 55).
 
+Represents [NY State House of Representatives District 55](/us/states/ny/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/lea-webb.md b/data/jurisdictions/us/states/ny/people/lea-webb.md
index 1fd99a2334..59b6005f70 100644
--- a/data/jurisdictions/us/states/ny/people/lea-webb.md
+++ b/data/jurisdictions/us/states/ny/people/lea-webb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 52"
+represents: "us/states/ny/districts/senate/52"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 52 (NY State Senate District 52).
 
+Represents [NY State Senate District 52](/us/states/ny/districts/senate/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/leroy-comrie.md b/data/jurisdictions/us/states/ny/people/leroy-comrie.md
index e57fe5e6b2..fb9f0e7532 100644
--- a/data/jurisdictions/us/states/ny/people/leroy-comrie.md
+++ b/data/jurisdictions/us/states/ny/people/leroy-comrie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 14"
+represents: "us/states/ny/districts/senate/14"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 14 (NY State Senate District 14).
 
+Represents [NY State Senate District 14](/us/states/ny/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/lester-chang.md b/data/jurisdictions/us/states/ny/people/lester-chang.md
index f13e619b13..f3dd640727 100644
--- a/data/jurisdictions/us/states/ny/people/lester-chang.md
+++ b/data/jurisdictions/us/states/ny/people/lester-chang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 49"
+represents: "us/states/ny/districts/house/49"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 49 (NY State House of Representatives District 49).
 
+Represents [NY State House of Representatives District 49](/us/states/ny/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/linda-rosenthal.md b/data/jurisdictions/us/states/ny/people/linda-rosenthal.md
index 3062b00aca..ecee032b45 100644
--- a/data/jurisdictions/us/states/ny/people/linda-rosenthal.md
+++ b/data/jurisdictions/us/states/ny/people/linda-rosenthal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 67"
+represents: "us/states/ny/districts/house/67"
 tenure:
   start: "2006-02-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 67 (NY State House of Representatives District 67).
 
+Represents [NY State House of Representatives District 67](/us/states/ny/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/liz-krueger.md b/data/jurisdictions/us/states/ny/people/liz-krueger.md
index 3fd30e32a5..1387e1092d 100644
--- a/data/jurisdictions/us/states/ny/people/liz-krueger.md
+++ b/data/jurisdictions/us/states/ny/people/liz-krueger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 28"
+represents: "us/states/ny/districts/senate/28"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 28 (NY State Senate District 28).
 
+Represents [NY State Senate District 28](/us/states/ny/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/luis-sepulveda.md b/data/jurisdictions/us/states/ny/people/luis-sepulveda.md
index 3e5f6572cb..579f5a5949 100644
--- a/data/jurisdictions/us/states/ny/people/luis-sepulveda.md
+++ b/data/jurisdictions/us/states/ny/people/luis-sepulveda.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 32"
+represents: "us/states/ny/districts/senate/32"
 tenure:
   start: "2018-04-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 32 (NY State Senate District 32).
 
+Represents [NY State Senate District 32](/us/states/ny/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/manny-de-los-santos.md b/data/jurisdictions/us/states/ny/people/manny-de-los-santos.md
index b4db86ce68..887ca28c03 100644
--- a/data/jurisdictions/us/states/ny/people/manny-de-los-santos.md
+++ b/data/jurisdictions/us/states/ny/people/manny-de-los-santos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 72"
+represents: "us/states/ny/districts/house/72"
 tenure:
   start: "2022-02-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 72 (NY State House of Representatives District 72).
 
+Represents [NY State House of Representatives District 72](/us/states/ny/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/marcela-mitaynes.md b/data/jurisdictions/us/states/ny/people/marcela-mitaynes.md
index 5cd4413db9..431b69b74e 100644
--- a/data/jurisdictions/us/states/ny/people/marcela-mitaynes.md
+++ b/data/jurisdictions/us/states/ny/people/marcela-mitaynes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 51"
+represents: "us/states/ny/districts/house/51"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 51 (NY State House of Representatives District 51).
 
+Represents [NY State House of Representatives District 51](/us/states/ny/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/marianne-buttenschon.md b/data/jurisdictions/us/states/ny/people/marianne-buttenschon.md
index 8d4b40dc0e..a169b65957 100644
--- a/data/jurisdictions/us/states/ny/people/marianne-buttenschon.md
+++ b/data/jurisdictions/us/states/ny/people/marianne-buttenschon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 119"
+represents: "us/states/ny/districts/house/119"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 119 (NY State House of Representatives District 119).
 
+Represents [NY State House of Representatives District 119](/us/states/ny/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/mario-mattera.md b/data/jurisdictions/us/states/ny/people/mario-mattera.md
index f125979da1..293e08028b 100644
--- a/data/jurisdictions/us/states/ny/people/mario-mattera.md
+++ b/data/jurisdictions/us/states/ny/people/mario-mattera.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 2"
+represents: "us/states/ny/districts/senate/2"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 2 (NY State Senate District 2).
 
+Represents [NY State Senate District 2](/us/states/ny/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/maritza-davila.md b/data/jurisdictions/us/states/ny/people/maritza-davila.md
index ddcf15649f..ade4059ce0 100644
--- a/data/jurisdictions/us/states/ny/people/maritza-davila.md
+++ b/data/jurisdictions/us/states/ny/people/maritza-davila.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 53"
+represents: "us/states/ny/districts/house/53"
 tenure:
   start: "2013-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 53 (NY State House of Representatives District 53).
 
+Represents [NY State House of Representatives District 53](/us/states/ny/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/mark-walczyk.md b/data/jurisdictions/us/states/ny/people/mark-walczyk.md
index e688cb5d4b..57aba17a8c 100644
--- a/data/jurisdictions/us/states/ny/people/mark-walczyk.md
+++ b/data/jurisdictions/us/states/ny/people/mark-walczyk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 49"
+represents: "us/states/ny/districts/senate/49"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 49 (NY State Senate District 49).
 
+Represents [NY State Senate District 49](/us/states/ny/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/mary-beth-walsh.md b/data/jurisdictions/us/states/ny/people/mary-beth-walsh.md
index b9c391ce18..9d155bfb28 100644
--- a/data/jurisdictions/us/states/ny/people/mary-beth-walsh.md
+++ b/data/jurisdictions/us/states/ny/people/mary-beth-walsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 112"
+represents: "us/states/ny/districts/house/112"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 112 (NY State House of Representatives District 112).
 
+Represents [NY State House of Representatives District 112](/us/states/ny/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/maryjane-shimsky.md b/data/jurisdictions/us/states/ny/people/maryjane-shimsky.md
index b601ab0b12..7680fb931d 100644
--- a/data/jurisdictions/us/states/ny/people/maryjane-shimsky.md
+++ b/data/jurisdictions/us/states/ny/people/maryjane-shimsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 92"
+represents: "us/states/ny/districts/house/92"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 92 (NY State House of Representatives District 92).
 
+Represents [NY State House of Representatives District 92](/us/states/ny/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/matt-simpson.md b/data/jurisdictions/us/states/ny/people/matt-simpson.md
index fbc50d8efd..f9c2ae46bf 100644
--- a/data/jurisdictions/us/states/ny/people/matt-simpson.md
+++ b/data/jurisdictions/us/states/ny/people/matt-simpson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 114"
+represents: "us/states/ny/districts/house/114"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 114 (NY State House of Representatives District 114).
 
+Represents [NY State House of Representatives District 114](/us/states/ny/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/matt-slater.md b/data/jurisdictions/us/states/ny/people/matt-slater.md
index 5d86ab3ae4..61e0f5f543 100644
--- a/data/jurisdictions/us/states/ny/people/matt-slater.md
+++ b/data/jurisdictions/us/states/ny/people/matt-slater.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 94"
+represents: "us/states/ny/districts/house/94"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 94 (NY State House of Representatives District 94).
 
+Represents [NY State House of Representatives District 94](/us/states/ny/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/micah-lasher.md b/data/jurisdictions/us/states/ny/people/micah-lasher.md
index e70fcaa983..c6d8fef8ad 100644
--- a/data/jurisdictions/us/states/ny/people/micah-lasher.md
+++ b/data/jurisdictions/us/states/ny/people/micah-lasher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 69"
+represents: "us/states/ny/districts/house/69"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 69 (NY State House of Representatives District 69).
 
+Represents [NY State House of Representatives District 69](/us/states/ny/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/michael-benedetto.md b/data/jurisdictions/us/states/ny/people/michael-benedetto.md
index 3ee4fd4911..8b3dd2fc36 100644
--- a/data/jurisdictions/us/states/ny/people/michael-benedetto.md
+++ b/data/jurisdictions/us/states/ny/people/michael-benedetto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 82"
+represents: "us/states/ny/districts/house/82"
 tenure:
   start: "2005-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 82 (NY State House of Representatives District 82).
 
+Represents [NY State House of Representatives District 82](/us/states/ny/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/michael-cashman.md b/data/jurisdictions/us/states/ny/people/michael-cashman.md
index d0a8ad1490..d87fc7d22f 100644
--- a/data/jurisdictions/us/states/ny/people/michael-cashman.md
+++ b/data/jurisdictions/us/states/ny/people/michael-cashman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 115"
+represents: "us/states/ny/districts/house/115"
 tenure:
   start: "2025-11-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 115 (NY State House of Representatives District 115).
 
+Represents [NY State House of Representatives District 115](/us/states/ny/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/michael-durso.md b/data/jurisdictions/us/states/ny/people/michael-durso.md
index 64b59f7510..5098a2e76f 100644
--- a/data/jurisdictions/us/states/ny/people/michael-durso.md
+++ b/data/jurisdictions/us/states/ny/people/michael-durso.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 9"
+represents: "us/states/ny/districts/house/9"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 9 (NY State House of Representatives District 9).
 
+Represents [NY State House of Representatives District 9](/us/states/ny/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/michaelle-solages.md b/data/jurisdictions/us/states/ny/people/michaelle-solages.md
index ee21657736..cf895537da 100644
--- a/data/jurisdictions/us/states/ny/people/michaelle-solages.md
+++ b/data/jurisdictions/us/states/ny/people/michaelle-solages.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 22"
+represents: "us/states/ny/districts/house/22"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 22 (NY State House of Representatives District 22).
 
+Represents [NY State House of Representatives District 22](/us/states/ny/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/michelle-hinchey.md b/data/jurisdictions/us/states/ny/people/michelle-hinchey.md
index 82c8e68742..f8dce7b276 100644
--- a/data/jurisdictions/us/states/ny/people/michelle-hinchey.md
+++ b/data/jurisdictions/us/states/ny/people/michelle-hinchey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 41"
+represents: "us/states/ny/districts/senate/41"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 41 (NY State Senate District 41).
 
+Represents [NY State Senate District 41](/us/states/ny/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/mike-fitzpatrick.md b/data/jurisdictions/us/states/ny/people/mike-fitzpatrick.md
index d421e720e4..b66b30fe83 100644
--- a/data/jurisdictions/us/states/ny/people/mike-fitzpatrick.md
+++ b/data/jurisdictions/us/states/ny/people/mike-fitzpatrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 8"
+represents: "us/states/ny/districts/house/8"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 8 (NY State House of Representatives District 8).
 
+Represents [NY State House of Representatives District 8](/us/states/ny/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/mike-gianaris.md b/data/jurisdictions/us/states/ny/people/mike-gianaris.md
index a07be91484..4d64c7861a 100644
--- a/data/jurisdictions/us/states/ny/people/mike-gianaris.md
+++ b/data/jurisdictions/us/states/ny/people/mike-gianaris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 12"
+represents: "us/states/ny/districts/senate/12"
 tenure:
   start: "2019-03-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 12 (NY State Senate District 12).
 
+Represents [NY State Senate District 12](/us/states/ny/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/mike-reilly.md b/data/jurisdictions/us/states/ny/people/mike-reilly.md
index 5b98adca28..708bcb6f4a 100644
--- a/data/jurisdictions/us/states/ny/people/mike-reilly.md
+++ b/data/jurisdictions/us/states/ny/people/mike-reilly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 62"
+represents: "us/states/ny/districts/house/62"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 62 (NY State House of Representatives District 62).
 
+Represents [NY State House of Representatives District 62](/us/states/ny/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/mike-tannousis.md b/data/jurisdictions/us/states/ny/people/mike-tannousis.md
index 704dcf1dcb..80f89c32bd 100644
--- a/data/jurisdictions/us/states/ny/people/mike-tannousis.md
+++ b/data/jurisdictions/us/states/ny/people/mike-tannousis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 64"
+represents: "us/states/ny/districts/house/64"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 64 (NY State House of Representatives District 64).
 
+Represents [NY State House of Representatives District 64](/us/states/ny/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/misha-novakhov.md b/data/jurisdictions/us/states/ny/people/misha-novakhov.md
index d39faa5873..d2a35b11eb 100644
--- a/data/jurisdictions/us/states/ny/people/misha-novakhov.md
+++ b/data/jurisdictions/us/states/ny/people/misha-novakhov.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 45"
+represents: "us/states/ny/districts/house/45"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 45 (NY State House of Representatives District 45).
 
+Represents [NY State House of Representatives District 45](/us/states/ny/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/monica-martinez.md b/data/jurisdictions/us/states/ny/people/monica-martinez.md
index 59f986c658..14bfc1b74c 100644
--- a/data/jurisdictions/us/states/ny/people/monica-martinez.md
+++ b/data/jurisdictions/us/states/ny/people/monica-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 4"
+represents: "us/states/ny/districts/senate/4"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 4 (NY State Senate District 4).
 
+Represents [NY State Senate District 4](/us/states/ny/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/monique-chandler-waterman.md b/data/jurisdictions/us/states/ny/people/monique-chandler-waterman.md
index 5bf9aa3512..920128493a 100644
--- a/data/jurisdictions/us/states/ny/people/monique-chandler-waterman.md
+++ b/data/jurisdictions/us/states/ny/people/monique-chandler-waterman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 58"
+represents: "us/states/ny/districts/house/58"
 tenure:
   start: "2022-05-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 58 (NY State House of Representatives District 58).
 
+Represents [NY State House of Representatives District 58](/us/states/ny/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/nader-sayegh.md b/data/jurisdictions/us/states/ny/people/nader-sayegh.md
index 36bf9eaf99..e49848f8ae 100644
--- a/data/jurisdictions/us/states/ny/people/nader-sayegh.md
+++ b/data/jurisdictions/us/states/ny/people/nader-sayegh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 90"
+represents: "us/states/ny/districts/house/90"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 90 (NY State House of Representatives District 90).
 
+Represents [NY State House of Representatives District 90](/us/states/ny/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/nathalia-fernandez.md b/data/jurisdictions/us/states/ny/people/nathalia-fernandez.md
index 0eab703c2c..b453760711 100644
--- a/data/jurisdictions/us/states/ny/people/nathalia-fernandez.md
+++ b/data/jurisdictions/us/states/ny/people/nathalia-fernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 34"
+represents: "us/states/ny/districts/senate/34"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 34 (NY State Senate District 34).
 
+Represents [NY State Senate District 34](/us/states/ny/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/nikki-lucas.md b/data/jurisdictions/us/states/ny/people/nikki-lucas.md
index 40b77a7e1b..e579750382 100644
--- a/data/jurisdictions/us/states/ny/people/nikki-lucas.md
+++ b/data/jurisdictions/us/states/ny/people/nikki-lucas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 60"
+represents: "us/states/ny/districts/house/60"
 tenure:
   start: "2022-02-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 60 (NY State House of Representatives District 60).
 
+Represents [NY State House of Representatives District 60](/us/states/ny/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/nily-rozic.md b/data/jurisdictions/us/states/ny/people/nily-rozic.md
index 851febcdd7..e02ab659db 100644
--- a/data/jurisdictions/us/states/ny/people/nily-rozic.md
+++ b/data/jurisdictions/us/states/ny/people/nily-rozic.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 25"
+represents: "us/states/ny/districts/house/25"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 25 (NY State House of Representatives District 25).
 
+Represents [NY State House of Representatives District 25](/us/states/ny/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/noah-burroughs.md b/data/jurisdictions/us/states/ny/people/noah-burroughs.md
index 3ac5c70389..d8908d9724 100644
--- a/data/jurisdictions/us/states/ny/people/noah-burroughs.md
+++ b/data/jurisdictions/us/states/ny/people/noah-burroughs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 18"
+represents: "us/states/ny/districts/house/18"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 18 (NY State House of Representatives District 18).
 
+Represents [NY State House of Representatives District 18](/us/states/ny/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/pam-helming.md b/data/jurisdictions/us/states/ny/people/pam-helming.md
index 289554e673..d487099f86 100644
--- a/data/jurisdictions/us/states/ny/people/pam-helming.md
+++ b/data/jurisdictions/us/states/ny/people/pam-helming.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 54"
+represents: "us/states/ny/districts/senate/54"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 54 (NY State Senate District 54).
 
+Represents [NY State Senate District 54](/us/states/ny/districts/senate/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/pamela-hunter.md b/data/jurisdictions/us/states/ny/people/pamela-hunter.md
index 864827e94c..ecc6be95f4 100644
--- a/data/jurisdictions/us/states/ny/people/pamela-hunter.md
+++ b/data/jurisdictions/us/states/ny/people/pamela-hunter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 128"
+represents: "us/states/ny/districts/house/128"
 tenure:
   start: "2015-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 128 (NY State House of Representatives District 128).
 
+Represents [NY State House of Representatives District 128](/us/states/ny/districts/house/128.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/pat-burke.md b/data/jurisdictions/us/states/ny/people/pat-burke.md
index ead3b6cd91..0184f088d9 100644
--- a/data/jurisdictions/us/states/ny/people/pat-burke.md
+++ b/data/jurisdictions/us/states/ny/people/pat-burke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 142"
+represents: "us/states/ny/districts/house/142"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 142 (NY State House of Representatives District 142).
 
+Represents [NY State House of Representatives District 142](/us/states/ny/districts/house/142.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/pat-carroll.md b/data/jurisdictions/us/states/ny/people/pat-carroll.md
index 73c94b32de..d05319e1ea 100644
--- a/data/jurisdictions/us/states/ny/people/pat-carroll.md
+++ b/data/jurisdictions/us/states/ny/people/pat-carroll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 96"
+represents: "us/states/ny/districts/house/96"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 96 (NY State House of Representatives District 96).
 
+Represents [NY State House of Representatives District 96](/us/states/ny/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/pat-chludzinski.md b/data/jurisdictions/us/states/ny/people/pat-chludzinski.md
index cd54f15122..a8de919c65 100644
--- a/data/jurisdictions/us/states/ny/people/pat-chludzinski.md
+++ b/data/jurisdictions/us/states/ny/people/pat-chludzinski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 143"
+represents: "us/states/ny/districts/house/143"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 143 (NY State House of Representatives District 143).
 
+Represents [NY State House of Representatives District 143](/us/states/ny/districts/house/143.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/pat-fahy.md b/data/jurisdictions/us/states/ny/people/pat-fahy.md
index 9d066be8ab..307b34424b 100644
--- a/data/jurisdictions/us/states/ny/people/pat-fahy.md
+++ b/data/jurisdictions/us/states/ny/people/pat-fahy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 46"
+represents: "us/states/ny/districts/senate/46"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 46 (NY State Senate District 46).
 
+Represents [NY State Senate District 46](/us/states/ny/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/patricia-canzoneri-fitzpatrick.md b/data/jurisdictions/us/states/ny/people/patricia-canzoneri-fitzpatrick.md
index dcf98d72d8..85af7709b3 100644
--- a/data/jurisdictions/us/states/ny/people/patricia-canzoneri-fitzpatrick.md
+++ b/data/jurisdictions/us/states/ny/people/patricia-canzoneri-fitzpatrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 9"
+represents: "us/states/ny/districts/senate/9"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 9 (NY State Senate District 9).
 
+Represents [NY State Senate District 9](/us/states/ny/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/patrick-gallivan.md b/data/jurisdictions/us/states/ny/people/patrick-gallivan.md
index cf4842281c..2f9d762a8a 100644
--- a/data/jurisdictions/us/states/ny/people/patrick-gallivan.md
+++ b/data/jurisdictions/us/states/ny/people/patrick-gallivan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 60"
+represents: "us/states/ny/districts/senate/60"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 60 (NY State Senate District 60).
 
+Represents [NY State Senate District 60](/us/states/ny/districts/senate/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/paul-bologna.md b/data/jurisdictions/us/states/ny/people/paul-bologna.md
index dfcd632366..e0b74e0132 100644
--- a/data/jurisdictions/us/states/ny/people/paul-bologna.md
+++ b/data/jurisdictions/us/states/ny/people/paul-bologna.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 144"
+represents: "us/states/ny/districts/house/144"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 144 (NY State House of Representatives District 144).
 
+Represents [NY State House of Representatives District 144](/us/states/ny/districts/house/144.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/paula-kay.md b/data/jurisdictions/us/states/ny/people/paula-kay.md
index 82a8b14a1b..1771d20a9e 100644
--- a/data/jurisdictions/us/states/ny/people/paula-kay.md
+++ b/data/jurisdictions/us/states/ny/people/paula-kay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 100"
+represents: "us/states/ny/districts/house/100"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 100 (NY State House of Representatives District 100).
 
+Represents [NY State House of Representatives District 100](/us/states/ny/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/pete-harckham.md b/data/jurisdictions/us/states/ny/people/pete-harckham.md
index 4e2c9b2342..15410e5b94 100644
--- a/data/jurisdictions/us/states/ny/people/pete-harckham.md
+++ b/data/jurisdictions/us/states/ny/people/pete-harckham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 40"
+represents: "us/states/ny/districts/senate/40"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 40 (NY State Senate District 40).
 
+Represents [NY State Senate District 40](/us/states/ny/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/peter-oberacker.md b/data/jurisdictions/us/states/ny/people/peter-oberacker.md
index c1f52f44ad..512081f9ed 100644
--- a/data/jurisdictions/us/states/ny/people/peter-oberacker.md
+++ b/data/jurisdictions/us/states/ny/people/peter-oberacker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 51"
+represents: "us/states/ny/districts/senate/51"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 51 (NY State Senate District 51).
 
+Represents [NY State Senate District 51](/us/states/ny/districts/senate/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/phara-souffrant-forrest.md b/data/jurisdictions/us/states/ny/people/phara-souffrant-forrest.md
index 14748bdb42..3fd4c31d8f 100644
--- a/data/jurisdictions/us/states/ny/people/phara-souffrant-forrest.md
+++ b/data/jurisdictions/us/states/ny/people/phara-souffrant-forrest.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 57"
+represents: "us/states/ny/districts/house/57"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 57 (NY State House of Representatives District 57).
 
+Represents [NY State House of Representatives District 57](/us/states/ny/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/phil-palmesano.md b/data/jurisdictions/us/states/ny/people/phil-palmesano.md
index dd21d57b09..cae31ec97c 100644
--- a/data/jurisdictions/us/states/ny/people/phil-palmesano.md
+++ b/data/jurisdictions/us/states/ny/people/phil-palmesano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 132"
+represents: "us/states/ny/districts/house/132"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 132 (NY State House of Representatives District 132).
 
+Represents [NY State House of Representatives District 132](/us/states/ny/districts/house/132.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/phil-ramos.md b/data/jurisdictions/us/states/ny/people/phil-ramos.md
index a6942d0c36..0bd7a46006 100644
--- a/data/jurisdictions/us/states/ny/people/phil-ramos.md
+++ b/data/jurisdictions/us/states/ny/people/phil-ramos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 6"
+represents: "us/states/ny/districts/house/6"
 tenure:
   start: "2003-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 6 (NY State House of Representatives District 6).
 
+Represents [NY State House of Representatives District 6](/us/states/ny/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/phil-steck.md b/data/jurisdictions/us/states/ny/people/phil-steck.md
index 6e98a478f6..f149fa53c0 100644
--- a/data/jurisdictions/us/states/ny/people/phil-steck.md
+++ b/data/jurisdictions/us/states/ny/people/phil-steck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 110"
+represents: "us/states/ny/districts/house/110"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 110 (NY State House of Representatives District 110).
 
+Represents [NY State House of Representatives District 110](/us/states/ny/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/rachel-may.md b/data/jurisdictions/us/states/ny/people/rachel-may.md
index 38df19c53f..fb2da76d3e 100644
--- a/data/jurisdictions/us/states/ny/people/rachel-may.md
+++ b/data/jurisdictions/us/states/ny/people/rachel-may.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 48"
+represents: "us/states/ny/districts/senate/48"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 48 (NY State Senate District 48).
 
+Represents [NY State Senate District 48](/us/states/ny/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/rebecca-kassay.md b/data/jurisdictions/us/states/ny/people/rebecca-kassay.md
index 56f2150793..13c175c301 100644
--- a/data/jurisdictions/us/states/ny/people/rebecca-kassay.md
+++ b/data/jurisdictions/us/states/ny/people/rebecca-kassay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 4"
+represents: "us/states/ny/districts/house/4"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 4 (NY State House of Representatives District 4).
 
+Represents [NY State House of Representatives District 4](/us/states/ny/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/rebecca-seawright.md b/data/jurisdictions/us/states/ny/people/rebecca-seawright.md
index 8822575d28..59fa082551 100644
--- a/data/jurisdictions/us/states/ny/people/rebecca-seawright.md
+++ b/data/jurisdictions/us/states/ny/people/rebecca-seawright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 76"
+represents: "us/states/ny/districts/house/76"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 76 (NY State House of Representatives District 76).
 
+Represents [NY State House of Representatives District 76](/us/states/ny/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/rob-ortt.md b/data/jurisdictions/us/states/ny/people/rob-ortt.md
index 28bdbc259d..23d5c4e16c 100644
--- a/data/jurisdictions/us/states/ny/people/rob-ortt.md
+++ b/data/jurisdictions/us/states/ny/people/rob-ortt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 62"
+represents: "us/states/ny/districts/senate/62"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 62 (NY State Senate District 62).
 
+Represents [NY State Senate District 62](/us/states/ny/districts/senate/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/rob-rolison.md b/data/jurisdictions/us/states/ny/people/rob-rolison.md
index 2f3fd667e7..e4d47d3a97 100644
--- a/data/jurisdictions/us/states/ny/people/rob-rolison.md
+++ b/data/jurisdictions/us/states/ny/people/rob-rolison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 39"
+represents: "us/states/ny/districts/senate/39"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 39 (NY State Senate District 39).
 
+Represents [NY State Senate District 39](/us/states/ny/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/robert-carroll.md b/data/jurisdictions/us/states/ny/people/robert-carroll.md
index da7d91fc9b..aeabd9382e 100644
--- a/data/jurisdictions/us/states/ny/people/robert-carroll.md
+++ b/data/jurisdictions/us/states/ny/people/robert-carroll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 44"
+represents: "us/states/ny/districts/house/44"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 44 (NY State House of Representatives District 44).
 
+Represents [NY State House of Representatives District 44](/us/states/ny/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/robert-jackson.md b/data/jurisdictions/us/states/ny/people/robert-jackson.md
index 5cf04c31a6..7c3635cc1d 100644
--- a/data/jurisdictions/us/states/ny/people/robert-jackson.md
+++ b/data/jurisdictions/us/states/ny/people/robert-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 31"
+represents: "us/states/ny/districts/senate/31"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 31 (NY State Senate District 31).
 
+Represents [NY State Senate District 31](/us/states/ny/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/robert-smullen.md b/data/jurisdictions/us/states/ny/people/robert-smullen.md
index ed5e24cb75..da539d1e11 100644
--- a/data/jurisdictions/us/states/ny/people/robert-smullen.md
+++ b/data/jurisdictions/us/states/ny/people/robert-smullen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 118"
+represents: "us/states/ny/districts/house/118"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 118 (NY State House of Representatives District 118).
 
+Represents [NY State House of Representatives District 118](/us/states/ny/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/rodneyse-bichotte-hermelyn.md b/data/jurisdictions/us/states/ny/people/rodneyse-bichotte-hermelyn.md
index 453d3e14ae..7885a142d8 100644
--- a/data/jurisdictions/us/states/ny/people/rodneyse-bichotte-hermelyn.md
+++ b/data/jurisdictions/us/states/ny/people/rodneyse-bichotte-hermelyn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 42"
+represents: "us/states/ny/districts/house/42"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 42 (NY State House of Representatives District 42).
 
+Represents [NY State House of Representatives District 42](/us/states/ny/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/ron-kim.md b/data/jurisdictions/us/states/ny/people/ron-kim.md
index 5a9eb638bd..5bd0ddf0eb 100644
--- a/data/jurisdictions/us/states/ny/people/ron-kim.md
+++ b/data/jurisdictions/us/states/ny/people/ron-kim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 40"
+represents: "us/states/ny/districts/house/40"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 40 (NY State House of Representatives District 40).
 
+Represents [NY State House of Representatives District 40](/us/states/ny/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/roxanne-persaud.md b/data/jurisdictions/us/states/ny/people/roxanne-persaud.md
index d72f6f4d6e..4cbb19d6f4 100644
--- a/data/jurisdictions/us/states/ny/people/roxanne-persaud.md
+++ b/data/jurisdictions/us/states/ny/people/roxanne-persaud.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 19"
+represents: "us/states/ny/districts/senate/19"
 tenure:
   start: "2015-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 19 (NY State Senate District 19).
 
+Represents [NY State Senate District 19](/us/states/ny/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/sam-berger.md b/data/jurisdictions/us/states/ny/people/sam-berger.md
index ac0dcb9076..5177defd8a 100644
--- a/data/jurisdictions/us/states/ny/people/sam-berger.md
+++ b/data/jurisdictions/us/states/ny/people/sam-berger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 27"
+represents: "us/states/ny/districts/house/27"
 tenure:
   start: "2023-09-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 27 (NY State House of Representatives District 27).
 
+Represents [NY State House of Representatives District 27](/us/states/ny/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/sam-pirozzolo.md b/data/jurisdictions/us/states/ny/people/sam-pirozzolo.md
index 23f4535301..38ceecf3e1 100644
--- a/data/jurisdictions/us/states/ny/people/sam-pirozzolo.md
+++ b/data/jurisdictions/us/states/ny/people/sam-pirozzolo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 63"
+represents: "us/states/ny/districts/house/63"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 63 (NY State House of Representatives District 63).
 
+Represents [NY State House of Representatives District 63](/us/states/ny/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/sam-sutton.md b/data/jurisdictions/us/states/ny/people/sam-sutton.md
index 58999be2f1..fdb5ff6f06 100644
--- a/data/jurisdictions/us/states/ny/people/sam-sutton.md
+++ b/data/jurisdictions/us/states/ny/people/sam-sutton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 22"
+represents: "us/states/ny/districts/senate/22"
 tenure:
   start: "2025-05-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 22 (NY State Senate District 22).
 
+Represents [NY State Senate District 22](/us/states/ny/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/samra-brouk.md b/data/jurisdictions/us/states/ny/people/samra-brouk.md
index aec9d61212..8d256faf35 100644
--- a/data/jurisdictions/us/states/ny/people/samra-brouk.md
+++ b/data/jurisdictions/us/states/ny/people/samra-brouk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 55"
+represents: "us/states/ny/districts/senate/55"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 55 (NY State Senate District 55).
 
+Represents [NY State Senate District 55](/us/states/ny/districts/senate/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/sarah-clark.md b/data/jurisdictions/us/states/ny/people/sarah-clark.md
index 2772f2338a..6c600934b5 100644
--- a/data/jurisdictions/us/states/ny/people/sarah-clark.md
+++ b/data/jurisdictions/us/states/ny/people/sarah-clark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 136"
+represents: "us/states/ny/districts/house/136"
 tenure:
   start: "2020-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 136 (NY State House of Representatives District 136).
 
+Represents [NY State House of Representatives District 136](/us/states/ny/districts/house/136.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/sarahana-shrestha.md b/data/jurisdictions/us/states/ny/people/sarahana-shrestha.md
index d9083cf26b..c2a95ffca6 100644
--- a/data/jurisdictions/us/states/ny/people/sarahana-shrestha.md
+++ b/data/jurisdictions/us/states/ny/people/sarahana-shrestha.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 103"
+represents: "us/states/ny/districts/house/103"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 103 (NY State House of Representatives District 103).
 
+Represents [NY State House of Representatives District 103](/us/states/ny/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/scott-bendett.md b/data/jurisdictions/us/states/ny/people/scott-bendett.md
index 9586bd1406..2dd714b618 100644
--- a/data/jurisdictions/us/states/ny/people/scott-bendett.md
+++ b/data/jurisdictions/us/states/ny/people/scott-bendett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 107"
+represents: "us/states/ny/districts/house/107"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 107 (NY State House of Representatives District 107).
 
+Represents [NY State House of Representatives District 107](/us/states/ny/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/scott-gray.md b/data/jurisdictions/us/states/ny/people/scott-gray.md
index 96fd37c434..f27e86e1f0 100644
--- a/data/jurisdictions/us/states/ny/people/scott-gray.md
+++ b/data/jurisdictions/us/states/ny/people/scott-gray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 116"
+represents: "us/states/ny/districts/house/116"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 116 (NY State House of Representatives District 116).
 
+Represents [NY State House of Representatives District 116](/us/states/ny/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/shelley-mayer.md b/data/jurisdictions/us/states/ny/people/shelley-mayer.md
index 2a005ee914..c709e6ff6b 100644
--- a/data/jurisdictions/us/states/ny/people/shelley-mayer.md
+++ b/data/jurisdictions/us/states/ny/people/shelley-mayer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 37"
+represents: "us/states/ny/districts/senate/37"
 tenure:
   start: "2018-04-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 37 (NY State Senate District 37).
 
+Represents [NY State Senate District 37](/us/states/ny/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/siela-bynoe.md b/data/jurisdictions/us/states/ny/people/siela-bynoe.md
index 8318304c63..6f9249ebee 100644
--- a/data/jurisdictions/us/states/ny/people/siela-bynoe.md
+++ b/data/jurisdictions/us/states/ny/people/siela-bynoe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 6"
+represents: "us/states/ny/districts/senate/6"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 6 (NY State Senate District 6).
 
+Represents [NY State Senate District 6](/us/states/ny/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/simcha-eichenstein.md b/data/jurisdictions/us/states/ny/people/simcha-eichenstein.md
index a385c97738..ecef70c9cc 100644
--- a/data/jurisdictions/us/states/ny/people/simcha-eichenstein.md
+++ b/data/jurisdictions/us/states/ny/people/simcha-eichenstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 48"
+represents: "us/states/ny/districts/house/48"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 48 (NY State House of Representatives District 48).
 
+Represents [NY State House of Representatives District 48](/us/states/ny/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/stacey-pheffer-amato.md b/data/jurisdictions/us/states/ny/people/stacey-pheffer-amato.md
index 5fb30a6113..d1dc3910aa 100644
--- a/data/jurisdictions/us/states/ny/people/stacey-pheffer-amato.md
+++ b/data/jurisdictions/us/states/ny/people/stacey-pheffer-amato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 23"
+represents: "us/states/ny/districts/house/23"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 23 (NY State House of Representatives District 23).
 
+Represents [NY State House of Representatives District 23](/us/states/ny/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/stefani-zinerman.md b/data/jurisdictions/us/states/ny/people/stefani-zinerman.md
index db923c9aaf..f3c6f62ad6 100644
--- a/data/jurisdictions/us/states/ny/people/stefani-zinerman.md
+++ b/data/jurisdictions/us/states/ny/people/stefani-zinerman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 56"
+represents: "us/states/ny/districts/house/56"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 56 (NY State House of Representatives District 56).
 
+Represents [NY State House of Representatives District 56](/us/states/ny/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/steve-chan.md b/data/jurisdictions/us/states/ny/people/steve-chan.md
index 315833e94c..7db6e9f806 100644
--- a/data/jurisdictions/us/states/ny/people/steve-chan.md
+++ b/data/jurisdictions/us/states/ny/people/steve-chan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 17"
+represents: "us/states/ny/districts/senate/17"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 17 (NY State Senate District 17).
 
+Represents [NY State Senate District 17](/us/states/ny/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/steve-hawley.md b/data/jurisdictions/us/states/ny/people/steve-hawley.md
index 41a8d81fea..8435bcac16 100644
--- a/data/jurisdictions/us/states/ny/people/steve-hawley.md
+++ b/data/jurisdictions/us/states/ny/people/steve-hawley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 139"
+represents: "us/states/ny/districts/house/139"
 tenure:
   start: "2006-03-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 139 (NY State House of Representatives District 139).
 
+Represents [NY State House of Representatives District 139](/us/states/ny/districts/house/139.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/steve-otis.md b/data/jurisdictions/us/states/ny/people/steve-otis.md
index 5aea47c3b3..2d8baf1f82 100644
--- a/data/jurisdictions/us/states/ny/people/steve-otis.md
+++ b/data/jurisdictions/us/states/ny/people/steve-otis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 91"
+represents: "us/states/ny/districts/house/91"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 91 (NY State House of Representatives District 91).
 
+Represents [NY State House of Representatives District 91](/us/states/ny/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/steve-rhoads.md b/data/jurisdictions/us/states/ny/people/steve-rhoads.md
index 90cc87e99a..880d59018d 100644
--- a/data/jurisdictions/us/states/ny/people/steve-rhoads.md
+++ b/data/jurisdictions/us/states/ny/people/steve-rhoads.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 5"
+represents: "us/states/ny/districts/senate/5"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 5 (NY State Senate District 5).
 
+Represents [NY State Senate District 5](/us/states/ny/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/steve-stern.md b/data/jurisdictions/us/states/ny/people/steve-stern.md
index d41d013d29..f7996de7bb 100644
--- a/data/jurisdictions/us/states/ny/people/steve-stern.md
+++ b/data/jurisdictions/us/states/ny/people/steve-stern.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 10"
+represents: "us/states/ny/districts/house/10"
 tenure:
   start: "2018-04-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 10 (NY State House of Representatives District 10).
 
+Represents [NY State House of Representatives District 10](/us/states/ny/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/steven-raga.md b/data/jurisdictions/us/states/ny/people/steven-raga.md
index b1386540f3..182dd54f1a 100644
--- a/data/jurisdictions/us/states/ny/people/steven-raga.md
+++ b/data/jurisdictions/us/states/ny/people/steven-raga.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 30"
+represents: "us/states/ny/districts/house/30"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 30 (NY State House of Representatives District 30).
 
+Represents [NY State House of Representatives District 30](/us/states/ny/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/toby-stavisky.md b/data/jurisdictions/us/states/ny/people/toby-stavisky.md
index 4650f3db53..6bbd357e7c 100644
--- a/data/jurisdictions/us/states/ny/people/toby-stavisky.md
+++ b/data/jurisdictions/us/states/ny/people/toby-stavisky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 11"
+represents: "us/states/ny/districts/senate/11"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 11 (NY State Senate District 11).
 
+Represents [NY State Senate District 11](/us/states/ny/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/tom-o-mara.md b/data/jurisdictions/us/states/ny/people/tom-o-mara.md
index 6a55caebe1..d7cadb6393 100644
--- a/data/jurisdictions/us/states/ny/people/tom-o-mara.md
+++ b/data/jurisdictions/us/states/ny/people/tom-o-mara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 58"
+represents: "us/states/ny/districts/senate/58"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 58 (NY State Senate District 58).
 
+Represents [NY State Senate District 58](/us/states/ny/districts/senate/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/tommy-john-schiavoni.md b/data/jurisdictions/us/states/ny/people/tommy-john-schiavoni.md
index 93b2c51837..60831e8ecd 100644
--- a/data/jurisdictions/us/states/ny/people/tommy-john-schiavoni.md
+++ b/data/jurisdictions/us/states/ny/people/tommy-john-schiavoni.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 1"
+represents: "us/states/ny/districts/house/1"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 1 (NY State House of Representatives District 1).
 
+Represents [NY State House of Representatives District 1](/us/states/ny/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/tony-palumbo.md b/data/jurisdictions/us/states/ny/people/tony-palumbo.md
index 47138c0f19..94a4cde465 100644
--- a/data/jurisdictions/us/states/ny/people/tony-palumbo.md
+++ b/data/jurisdictions/us/states/ny/people/tony-palumbo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 1"
+represents: "us/states/ny/districts/senate/1"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 1 (NY State Senate District 1).
 
+Represents [NY State Senate District 1](/us/states/ny/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/tony-simone.md b/data/jurisdictions/us/states/ny/people/tony-simone.md
index 12f8b484ba..08d1b611f6 100644
--- a/data/jurisdictions/us/states/ny/people/tony-simone.md
+++ b/data/jurisdictions/us/states/ny/people/tony-simone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 75"
+represents: "us/states/ny/districts/house/75"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 75 (NY State House of Representatives District 75).
 
+Represents [NY State House of Representatives District 75](/us/states/ny/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/vivian-cook.md b/data/jurisdictions/us/states/ny/people/vivian-cook.md
index bae2e10358..f608f08f75 100644
--- a/data/jurisdictions/us/states/ny/people/vivian-cook.md
+++ b/data/jurisdictions/us/states/ny/people/vivian-cook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 32"
+represents: "us/states/ny/districts/house/32"
 tenure:
   start: "1991-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 32 (NY State House of Representatives District 32).
 
+Represents [NY State House of Representatives District 32](/us/states/ny/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/will-barclay.md b/data/jurisdictions/us/states/ny/people/will-barclay.md
index b02653b674..69d4f43ef7 100644
--- a/data/jurisdictions/us/states/ny/people/will-barclay.md
+++ b/data/jurisdictions/us/states/ny/people/will-barclay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 120"
+represents: "us/states/ny/districts/house/120"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 120 (NY State House of Representatives District 120).
 
+Represents [NY State House of Representatives District 120](/us/states/ny/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/william-colton.md b/data/jurisdictions/us/states/ny/people/william-colton.md
index 274182dbd0..5fd5c341db 100644
--- a/data/jurisdictions/us/states/ny/people/william-colton.md
+++ b/data/jurisdictions/us/states/ny/people/william-colton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 47"
+represents: "us/states/ny/districts/house/47"
 tenure:
   start: "1997-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 47 (NY State House of Representatives District 47).
 
+Represents [NY State House of Representatives District 47](/us/states/ny/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/yudelka-tapia.md b/data/jurisdictions/us/states/ny/people/yudelka-tapia.md
index f431e5eec4..c6cc491425 100644
--- a/data/jurisdictions/us/states/ny/people/yudelka-tapia.md
+++ b/data/jurisdictions/us/states/ny/people/yudelka-tapia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State House of Representatives District 86"
+represents: "us/states/ny/districts/house/86"
 tenure:
   start: "2021-11-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY House District 86 (NY State House of Representatives District 86).
 
+Represents [NY State House of Representatives District 86](/us/states/ny/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ny/people/zellnor-myrie.md b/data/jurisdictions/us/states/ny/people/zellnor-myrie.md
index a8fd127ff8..78724481b1 100644
--- a/data/jurisdictions/us/states/ny/people/zellnor-myrie.md
+++ b/data/jurisdictions/us/states/ny/people/zellnor-myrie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "NY"
 district: "NY State Senate District 20"
+represents: "us/states/ny/districts/senate/20"
 tenure:
   start: "2019-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current NY Senate District 20 (NY State Senate District 20).
 
+Represents [NY State Senate District 20](/us/states/ny/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/counties/adams/index.md b/data/jurisdictions/us/states/oh/counties/adams/index.md
index 3fb4cfd9d5..6c5ece9844 100644
--- a/data/jurisdictions/us/states/oh/counties/adams/index.md
+++ b/data/jurisdictions/us/states/oh/counties/adams/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 45
   hispanic: 257
   bachelors_plus: 4115
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/oh/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/house/90"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 257 |
 | Bachelor's or higher | 4115 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 14](/us/states/oh/districts/senate/14.md) — 100% (state senate)
+- [OH House District 90](/us/states/oh/districts/house/90.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/allen/index.md b/data/jurisdictions/us/states/oh/counties/allen/index.md
index 9deada164f..2bebc20e94 100644
--- a/data/jurisdictions/us/states/oh/counties/allen/index.md
+++ b/data/jurisdictions/us/states/oh/counties/allen/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 286
   hispanic: 3682
   bachelors_plus: 19093
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/78"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 3682 |
 | Bachelor's or higher | 19093 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 100% (congressional)
+- [OH Senate District 12](/us/states/oh/districts/senate/12.md) — 100% (state senate)
+- [OH House District 78](/us/states/oh/districts/house/78.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/ashland/index.md b/data/jurisdictions/us/states/oh/counties/ashland/index.md
index 2960c4039f..9c53da9a83 100644
--- a/data/jurisdictions/us/states/oh/counties/ashland/index.md
+++ b/data/jurisdictions/us/states/oh/counties/ashland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 104
   hispanic: 935
   bachelors_plus: 10806
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/oh/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/67"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 935 |
 | Bachelor's or higher | 10806 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 100% (congressional)
+- [OH Senate District 22](/us/states/oh/districts/senate/22.md) — 100% (state senate)
+- [OH House District 67](/us/states/oh/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/ashtabula/index.md b/data/jurisdictions/us/states/oh/counties/ashtabula/index.md
index 4ca284491c..8452e29be7 100644
--- a/data/jurisdictions/us/states/oh/counties/ashtabula/index.md
+++ b/data/jurisdictions/us/states/oh/counties/ashtabula/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 64
   hispanic: 4843
   bachelors_plus: 14998
+districts:
+  - to: "us/states/oh/districts/14"
+    rel: in-district
+    area_weight: 0.5168
+  - to: "us/states/oh/districts/senate/32"
+    rel: in-district
+    area_weight: 0.5169
+  - to: "us/states/oh/districts/house/65"
+    rel: in-district
+    area_weight: 0.393
+  - to: "us/states/oh/districts/house/99"
+    rel: in-district
+    area_weight: 0.1239
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4843 |
 | Bachelor's or higher | 14998 |
 
+## Districts
+
+- [OH-14](/us/states/oh/districts/14.md) — 52% (congressional)
+- [OH Senate District 32](/us/states/oh/districts/senate/32.md) — 52% (state senate)
+- [OH House District 65](/us/states/oh/districts/house/65.md) — 39% (state house)
+- [OH House District 99](/us/states/oh/districts/house/99.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/athens/index.md b/data/jurisdictions/us/states/oh/counties/athens/index.md
index 53513e9e1a..f5dcb0bb85 100644
--- a/data/jurisdictions/us/states/oh/counties/athens/index.md
+++ b/data/jurisdictions/us/states/oh/counties/athens/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 24
   hispanic: 1422
   bachelors_plus: 19494
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/oh/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/94"
+    rel: in-district
+    area_weight: 0.732
+  - to: "us/states/oh/districts/house/95"
+    rel: in-district
+    area_weight: 0.2678
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1422 |
 | Bachelor's or higher | 19494 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 100% (congressional)
+- [OH Senate District 30](/us/states/oh/districts/senate/30.md) — 100% (state senate)
+- [OH House District 94](/us/states/oh/districts/house/94.md) — 73% (state house)
+- [OH House District 95](/us/states/oh/districts/house/95.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/auglaize/index.md b/data/jurisdictions/us/states/oh/counties/auglaize/index.md
index 42f8d5666f..9821fed2db 100644
--- a/data/jurisdictions/us/states/oh/counties/auglaize/index.md
+++ b/data/jurisdictions/us/states/oh/counties/auglaize/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 12
   hispanic: 868
   bachelors_plus: 9411
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/house/84"
+    rel: in-district
+    area_weight: 0.5075
+  - to: "us/states/oh/districts/house/78"
+    rel: in-district
+    area_weight: 0.4924
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 868 |
 | Bachelor's or higher | 9411 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 100% (congressional)
+- [OH Senate District 12](/us/states/oh/districts/senate/12.md) — 100% (state senate)
+- [OH House District 84](/us/states/oh/districts/house/84.md) — 51% (state house)
+- [OH House District 78](/us/states/oh/districts/house/78.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/belmont/index.md b/data/jurisdictions/us/states/oh/counties/belmont/index.md
index c06f58913c..9e1a159079 100644
--- a/data/jurisdictions/us/states/oh/counties/belmont/index.md
+++ b/data/jurisdictions/us/states/oh/counties/belmont/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 57
   hispanic: 885
   bachelors_plus: 12630
+districts:
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/95"
+    rel: in-district
+    area_weight: 0.5496
+  - to: "us/states/oh/districts/house/96"
+    rel: in-district
+    area_weight: 0.4502
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 885 |
 | Bachelor's or higher | 12630 |
 
+## Districts
+
+- [OH-06](/us/states/oh/districts/06.md) — 100% (congressional)
+- [OH Senate District 30](/us/states/oh/districts/senate/30.md) — 100% (state senate)
+- [OH House District 95](/us/states/oh/districts/house/95.md) — 55% (state house)
+- [OH House District 96](/us/states/oh/districts/house/96.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/brown/index.md b/data/jurisdictions/us/states/oh/counties/brown/index.md
index 548ac320b1..befb6d4d39 100644
--- a/data/jurisdictions/us/states/oh/counties/brown/index.md
+++ b/data/jurisdictions/us/states/oh/counties/brown/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 13
   hispanic: 572
   bachelors_plus: 6387
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/oh/districts/house/63"
+    rel: in-district
+    area_weight: 0.5429
+  - to: "us/states/oh/districts/house/90"
+    rel: in-district
+    area_weight: 0.4567
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 572 |
 | Bachelor's or higher | 6387 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 14](/us/states/oh/districts/senate/14.md) — 100% (state senate)
+- [OH House District 63](/us/states/oh/districts/house/63.md) — 54% (state house)
+- [OH House District 90](/us/states/oh/districts/house/90.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/butler/index.md b/data/jurisdictions/us/states/oh/counties/butler/index.md
index bdadd4cafc..0d945a9d8e 100644
--- a/data/jurisdictions/us/states/oh/counties/butler/index.md
+++ b/data/jurisdictions/us/states/oh/counties/butler/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 678
   hispanic: 27328
   bachelors_plus: 113091
+districts:
+  - to: "us/states/oh/districts/08"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/oh/districts/senate/4"
+    rel: in-district
+    area_weight: 0.8331
+  - to: "us/states/oh/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1667
+  - to: "us/states/oh/districts/house/47"
+    rel: in-district
+    area_weight: 0.305
+  - to: "us/states/oh/districts/house/45"
+    rel: in-district
+    area_weight: 0.2666
+  - to: "us/states/oh/districts/house/46"
+    rel: in-district
+    area_weight: 0.2616
+  - to: "us/states/oh/districts/house/40"
+    rel: in-district
+    area_weight: 0.1667
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 27328 |
 | Bachelor's or higher | 113091 |
 
+## Districts
+
+- [OH-08](/us/states/oh/districts/08.md) — 100% (congressional)
+- [OH Senate District 4](/us/states/oh/districts/senate/4.md) — 83% (state senate)
+- [OH Senate District 5](/us/states/oh/districts/senate/5.md) — 17% (state senate)
+- [OH House District 47](/us/states/oh/districts/house/47.md) — 30% (state house)
+- [OH House District 45](/us/states/oh/districts/house/45.md) — 27% (state house)
+- [OH House District 46](/us/states/oh/districts/house/46.md) — 26% (state house)
+- [OH House District 40](/us/states/oh/districts/house/40.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/carroll/index.md b/data/jurisdictions/us/states/oh/counties/carroll/index.md
index 3e2b3ff2c7..a6a0ef50ac 100644
--- a/data/jurisdictions/us/states/oh/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/oh/counties/carroll/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 355
   bachelors_plus: 4327
+districts:
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/79"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 355 |
 | Bachelor's or higher | 4327 |
 
+## Districts
+
+- [OH-06](/us/states/oh/districts/06.md) — 100% (congressional)
+- [OH Senate District 33](/us/states/oh/districts/senate/33.md) — 100% (state senate)
+- [OH House District 79](/us/states/oh/districts/house/79.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/champaign/index.md b/data/jurisdictions/us/states/oh/counties/champaign/index.md
index 62f7660a3b..65abd6bde8 100644
--- a/data/jurisdictions/us/states/oh/counties/champaign/index.md
+++ b/data/jurisdictions/us/states/oh/counties/champaign/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 84
   hispanic: 708
   bachelors_plus: 6632
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/oh/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/house/85"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 708 |
 | Bachelor's or higher | 6632 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 100% (congressional)
+- [OH Senate District 12](/us/states/oh/districts/senate/12.md) — 100% (state senate)
+- [OH House District 85](/us/states/oh/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/clark/index.md b/data/jurisdictions/us/states/oh/counties/clark/index.md
index ab0bd8584f..ba2c438646 100644
--- a/data/jurisdictions/us/states/oh/counties/clark/index.md
+++ b/data/jurisdictions/us/states/oh/counties/clark/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 156
   hispanic: 5733
   bachelors_plus: 25936
+districts:
+  - to: "us/states/oh/districts/15"
+    rel: in-district
+    area_weight: 0.7099
+  - to: "us/states/oh/districts/10"
+    rel: in-district
+    area_weight: 0.2899
+  - to: "us/states/oh/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/house/74"
+    rel: in-district
+    area_weight: 0.598
+  - to: "us/states/oh/districts/house/71"
+    rel: in-district
+    area_weight: 0.4018
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5733 |
 | Bachelor's or higher | 25936 |
 
+## Districts
+
+- [OH-15](/us/states/oh/districts/15.md) — 71% (congressional)
+- [OH-10](/us/states/oh/districts/10.md) — 29% (congressional)
+- [OH Senate District 10](/us/states/oh/districts/senate/10.md) — 100% (state senate)
+- [OH House District 74](/us/states/oh/districts/house/74.md) — 60% (state house)
+- [OH House District 71](/us/states/oh/districts/house/71.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/clermont/index.md b/data/jurisdictions/us/states/oh/counties/clermont/index.md
index 8f6655f1a1..9ac2144857 100644
--- a/data/jurisdictions/us/states/oh/counties/clermont/index.md
+++ b/data/jurisdictions/us/states/oh/counties/clermont/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 100
   hispanic: 5441
   bachelors_plus: 64590
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/oh/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/oh/districts/house/63"
+    rel: in-district
+    area_weight: 0.7133
+  - to: "us/states/oh/districts/house/62"
+    rel: in-district
+    area_weight: 0.2859
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 5441 |
 | Bachelor's or higher | 64590 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 14](/us/states/oh/districts/senate/14.md) — 100% (state senate)
+- [OH House District 63](/us/states/oh/districts/house/63.md) — 71% (state house)
+- [OH House District 62](/us/states/oh/districts/house/62.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/clinton/index.md b/data/jurisdictions/us/states/oh/counties/clinton/index.md
index d753ae8fb3..8f0d5f8852 100644
--- a/data/jurisdictions/us/states/oh/counties/clinton/index.md
+++ b/data/jurisdictions/us/states/oh/counties/clinton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 301
   hispanic: 976
   bachelors_plus: 7386
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/71"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 976 |
 | Bachelor's or higher | 7386 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 10](/us/states/oh/districts/senate/10.md) — 100% (state senate)
+- [OH House District 71](/us/states/oh/districts/house/71.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/columbiana/index.md b/data/jurisdictions/us/states/oh/counties/columbiana/index.md
index 146ec8a826..46833da5a1 100644
--- a/data/jurisdictions/us/states/oh/counties/columbiana/index.md
+++ b/data/jurisdictions/us/states/oh/counties/columbiana/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 242
   hispanic: 1923
   bachelors_plus: 16739
+districts:
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/79"
+    rel: in-district
+    area_weight: 0.8716
+  - to: "us/states/oh/districts/house/59"
+    rel: in-district
+    area_weight: 0.1282
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 1923 |
 | Bachelor's or higher | 16739 |
 
+## Districts
+
+- [OH-06](/us/states/oh/districts/06.md) — 100% (congressional)
+- [OH Senate District 33](/us/states/oh/districts/senate/33.md) — 100% (state senate)
+- [OH House District 79](/us/states/oh/districts/house/79.md) — 87% (state house)
+- [OH House District 59](/us/states/oh/districts/house/59.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/coshocton/index.md b/data/jurisdictions/us/states/oh/counties/coshocton/index.md
index b216545bbd..e9c84f2d6d 100644
--- a/data/jurisdictions/us/states/oh/counties/coshocton/index.md
+++ b/data/jurisdictions/us/states/oh/counties/coshocton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 234
   hispanic: 478
   bachelors_plus: 5574
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/98"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 478 |
 | Bachelor's or higher | 5574 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 100% (congressional)
+- [OH Senate District 19](/us/states/oh/districts/senate/19.md) — 100% (state senate)
+- [OH House District 98](/us/states/oh/districts/house/98.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/crawford/index.md b/data/jurisdictions/us/states/oh/counties/crawford/index.md
index c59f03ae37..a496882b6d 100644
--- a/data/jurisdictions/us/states/oh/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/oh/counties/crawford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 763
   bachelors_plus: 7125
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/oh/districts/senate/26"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/house/87"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 763 |
 | Bachelor's or higher | 7125 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 100% (congressional)
+- [OH Senate District 26](/us/states/oh/districts/senate/26.md) — 100% (state senate)
+- [OH House District 87](/us/states/oh/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/cuyahoga/index.md b/data/jurisdictions/us/states/oh/counties/cuyahoga/index.md
index d6e5bc2948..0d59ad77c0 100644
--- a/data/jurisdictions/us/states/oh/counties/cuyahoga/index.md
+++ b/data/jurisdictions/us/states/oh/counties/cuyahoga/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 2254
   hispanic: 87528
   bachelors_plus: 464440
+districts:
+  - to: "us/states/oh/districts/07"
+    rel: in-district
+    area_weight: 0.1935
+  - to: "us/states/oh/districts/11"
+    rel: in-district
+    area_weight: 0.1738
+  - to: "us/states/oh/districts/senate/24"
+    rel: in-district
+    area_weight: 0.1189
+  - to: "us/states/oh/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1076
+  - to: "us/states/oh/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0726
+  - to: "us/states/oh/districts/senate/23"
+    rel: in-district
+    area_weight: 0.068
+  - to: "us/states/oh/districts/house/19"
+    rel: in-district
+    area_weight: 0.0936
+  - to: "us/states/oh/districts/house/17"
+    rel: in-district
+    area_weight: 0.0553
+  - to: "us/states/oh/districts/house/15"
+    rel: in-district
+    area_weight: 0.0414
+  - to: "us/states/oh/districts/house/16"
+    rel: in-district
+    area_weight: 0.029
+  - to: "us/states/oh/districts/house/20"
+    rel: in-district
+    area_weight: 0.0263
+  - to: "us/states/oh/districts/house/18"
+    rel: in-district
+    area_weight: 0.0257
+  - to: "us/states/oh/districts/house/22"
+    rel: in-district
+    area_weight: 0.0237
+  - to: "us/states/oh/districts/house/21"
+    rel: in-district
+    area_weight: 0.0232
+  - to: "us/states/oh/districts/house/14"
+    rel: in-district
+    area_weight: 0.0222
+  - to: "us/states/oh/districts/house/23"
+    rel: in-district
+    area_weight: 0.014
+  - to: "us/states/oh/districts/house/13"
+    rel: in-district
+    area_weight: 0.0126
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 35 officeholders mapped.
 | Hispanic/Latino | 87528 |
 | Bachelor's or higher | 464440 |
 
+## Districts
+
+- [OH-07](/us/states/oh/districts/07.md) — 19% (congressional)
+- [OH-11](/us/states/oh/districts/11.md) — 17% (congressional)
+- [OH Senate District 24](/us/states/oh/districts/senate/24.md) — 12% (state senate)
+- [OH Senate District 18](/us/states/oh/districts/senate/18.md) — 11% (state senate)
+- [OH Senate District 21](/us/states/oh/districts/senate/21.md) — 7% (state senate)
+- [OH Senate District 23](/us/states/oh/districts/senate/23.md) — 7% (state senate)
+- [OH House District 19](/us/states/oh/districts/house/19.md) — 9% (state house)
+- [OH House District 17](/us/states/oh/districts/house/17.md) — 6% (state house)
+- [OH House District 15](/us/states/oh/districts/house/15.md) — 4% (state house)
+- [OH House District 16](/us/states/oh/districts/house/16.md) — 3% (state house)
+- [OH House District 20](/us/states/oh/districts/house/20.md) — 3% (state house)
+- [OH House District 18](/us/states/oh/districts/house/18.md) — 3% (state house)
+- [OH House District 22](/us/states/oh/districts/house/22.md) — 2% (state house)
+- [OH House District 21](/us/states/oh/districts/house/21.md) — 2% (state house)
+- [OH House District 14](/us/states/oh/districts/house/14.md) — 2% (state house)
+- [OH House District 23](/us/states/oh/districts/house/23.md) — 1% (state house)
+- [OH House District 13](/us/states/oh/districts/house/13.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/darke/index.md b/data/jurisdictions/us/states/oh/counties/darke/index.md
index 1659536dfe..fa7caade53 100644
--- a/data/jurisdictions/us/states/oh/counties/darke/index.md
+++ b/data/jurisdictions/us/states/oh/counties/darke/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3
   hispanic: 966
   bachelors_plus: 7756
+districts:
+  - to: "us/states/oh/districts/08"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/oh/districts/senate/12"
+    rel: in-district
+    area_weight: 0.6163
+  - to: "us/states/oh/districts/senate/5"
+    rel: in-district
+    area_weight: 0.3837
+  - to: "us/states/oh/districts/house/84"
+    rel: in-district
+    area_weight: 0.6163
+  - to: "us/states/oh/districts/house/80"
+    rel: in-district
+    area_weight: 0.3837
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 966 |
 | Bachelor's or higher | 7756 |
 
+## Districts
+
+- [OH-08](/us/states/oh/districts/08.md) — 100% (congressional)
+- [OH Senate District 12](/us/states/oh/districts/senate/12.md) — 62% (state senate)
+- [OH Senate District 5](/us/states/oh/districts/senate/5.md) — 38% (state senate)
+- [OH House District 84](/us/states/oh/districts/house/84.md) — 62% (state house)
+- [OH House District 80](/us/states/oh/districts/house/80.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/defiance/index.md b/data/jurisdictions/us/states/oh/counties/defiance/index.md
index 09bf907e09..e7a3fe3a04 100644
--- a/data/jurisdictions/us/states/oh/counties/defiance/index.md
+++ b/data/jurisdictions/us/states/oh/counties/defiance/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 50
   hispanic: 4270
   bachelors_plus: 6722
+districts:
+  - to: "us/states/oh/districts/09"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/oh/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/82"
+    rel: in-district
+    area_weight: 0.5655
+  - to: "us/states/oh/districts/house/81"
+    rel: in-district
+    area_weight: 0.4344
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4270 |
 | Bachelor's or higher | 6722 |
 
+## Districts
+
+- [OH-09](/us/states/oh/districts/09.md) — 100% (congressional)
+- [OH Senate District 1](/us/states/oh/districts/senate/1.md) — 100% (state senate)
+- [OH House District 82](/us/states/oh/districts/house/82.md) — 57% (state house)
+- [OH House District 81](/us/states/oh/districts/house/81.md) — 43% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/delaware/index.md b/data/jurisdictions/us/states/oh/counties/delaware/index.md
index 7c360a365e..6023ab638b 100644
--- a/data/jurisdictions/us/states/oh/counties/delaware/index.md
+++ b/data/jurisdictions/us/states/oh/counties/delaware/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 139
   hispanic: 7899
   bachelors_plus: 126879
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.6743
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 0.3256
+  - to: "us/states/oh/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/61"
+    rel: in-district
+    area_weight: 0.6809
+  - to: "us/states/oh/districts/house/60"
+    rel: in-district
+    area_weight: 0.3189
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7899 |
 | Bachelor's or higher | 126879 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 67% (congressional)
+- [OH-12](/us/states/oh/districts/12.md) — 33% (congressional)
+- [OH Senate District 19](/us/states/oh/districts/senate/19.md) — 100% (state senate)
+- [OH House District 61](/us/states/oh/districts/house/61.md) — 68% (state house)
+- [OH House District 60](/us/states/oh/districts/house/60.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/erie/index.md b/data/jurisdictions/us/states/oh/counties/erie/index.md
index ebb8ff12c8..c84bd60205 100644
--- a/data/jurisdictions/us/states/oh/counties/erie/index.md
+++ b/data/jurisdictions/us/states/oh/counties/erie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 49
   hispanic: 3410
   bachelors_plus: 21054
+districts:
+  - to: "us/states/oh/districts/09"
+    rel: in-district
+    area_weight: 0.4545
+  - to: "us/states/oh/districts/senate/2"
+    rel: in-district
+    area_weight: 0.4101
+  - to: "us/states/oh/districts/house/89"
+    rel: in-district
+    area_weight: 0.4101
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3410 |
 | Bachelor's or higher | 21054 |
 
+## Districts
+
+- [OH-09](/us/states/oh/districts/09.md) — 45% (congressional)
+- [OH Senate District 2](/us/states/oh/districts/senate/2.md) — 41% (state senate)
+- [OH House District 89](/us/states/oh/districts/house/89.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/fairfield/index.md b/data/jurisdictions/us/states/oh/counties/fairfield/index.md
index 09d3386363..fa68638fea 100644
--- a/data/jurisdictions/us/states/oh/counties/fairfield/index.md
+++ b/data/jurisdictions/us/states/oh/counties/fairfield/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 255
   hispanic: 4508
   bachelors_plus: 48920
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/oh/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/69"
+    rel: in-district
+    area_weight: 0.5492
+  - to: "us/states/oh/districts/house/73"
+    rel: in-district
+    area_weight: 0.4505
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 4508 |
 | Bachelor's or higher | 48920 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 100% (congressional)
+- [OH Senate District 20](/us/states/oh/districts/senate/20.md) — 100% (state senate)
+- [OH House District 69](/us/states/oh/districts/house/69.md) — 55% (state house)
+- [OH House District 73](/us/states/oh/districts/house/73.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/fayette/index.md b/data/jurisdictions/us/states/oh/counties/fayette/index.md
index d27adce198..5d824b8394 100644
--- a/data/jurisdictions/us/states/oh/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/oh/counties/fayette/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1
   hispanic: 721
   bachelors_plus: 3819
+districts:
+  - to: "us/states/oh/districts/15"
+    rel: in-district
+    area_weight: 0.8747
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.1252
+  - to: "us/states/oh/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/91"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 721 |
 | Bachelor's or higher | 3819 |
 
+## Districts
+
+- [OH-15](/us/states/oh/districts/15.md) — 87% (congressional)
+- [OH-02](/us/states/oh/districts/02.md) — 13% (congressional)
+- [OH Senate District 17](/us/states/oh/districts/senate/17.md) — 100% (state senate)
+- [OH House District 91](/us/states/oh/districts/house/91.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/franklin/index.md b/data/jurisdictions/us/states/oh/counties/franklin/index.md
index 279de07048..63acdc1fbc 100644
--- a/data/jurisdictions/us/states/oh/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/oh/counties/franklin/index.md
@@ -22,9 +22,66 @@ demographics:
   race_native: 3546
   hispanic: 99547
   bachelors_plus: 523627
+districts:
+  - to: "us/states/oh/districts/15"
+    rel: in-district
+    area_weight: 0.5935
+  - to: "us/states/oh/districts/03"
+    rel: in-district
+    area_weight: 0.4061
+  - to: "us/states/oh/districts/senate/3"
+    rel: in-district
+    area_weight: 0.3895
+  - to: "us/states/oh/districts/senate/16"
+    rel: in-district
+    area_weight: 0.2977
+  - to: "us/states/oh/districts/senate/15"
+    rel: in-district
+    area_weight: 0.1606
+  - to: "us/states/oh/districts/senate/25"
+    rel: in-district
+    area_weight: 0.1522
+  - to: "us/states/oh/districts/house/5"
+    rel: in-district
+    area_weight: 0.1586
+  - to: "us/states/oh/districts/house/11"
+    rel: in-district
+    area_weight: 0.1218
+  - to: "us/states/oh/districts/house/4"
+    rel: in-district
+    area_weight: 0.1216
+  - to: "us/states/oh/districts/house/10"
+    rel: in-district
+    area_weight: 0.1205
+  - to: "us/states/oh/districts/house/12"
+    rel: in-district
+    area_weight: 0.1103
+  - to: "us/states/oh/districts/house/2"
+    rel: in-district
+    area_weight: 0.0665
+  - to: "us/states/oh/districts/house/6"
+    rel: in-district
+    area_weight: 0.0564
+  - to: "us/states/oh/districts/house/8"
+    rel: in-district
+    area_weight: 0.0543
+  - to: "us/states/oh/districts/house/1"
+    rel: in-district
+    area_weight: 0.0516
+  - to: "us/states/oh/districts/house/7"
+    rel: in-district
+    area_weight: 0.0493
+  - to: "us/states/oh/districts/house/9"
+    rel: in-district
+    area_weight: 0.0465
+  - to: "us/states/oh/districts/house/3"
+    rel: in-district
+    area_weight: 0.0425
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +113,28 @@ County jurisdiction — 6 officeholders mapped.
 | Hispanic/Latino | 99547 |
 | Bachelor's or higher | 523627 |
 
+## Districts
+
+- [OH-15](/us/states/oh/districts/15.md) — 59% (congressional)
+- [OH-03](/us/states/oh/districts/03.md) — 41% (congressional)
+- [OH Senate District 3](/us/states/oh/districts/senate/3.md) — 39% (state senate)
+- [OH Senate District 16](/us/states/oh/districts/senate/16.md) — 30% (state senate)
+- [OH Senate District 15](/us/states/oh/districts/senate/15.md) — 16% (state senate)
+- [OH Senate District 25](/us/states/oh/districts/senate/25.md) — 15% (state senate)
+- [OH House District 5](/us/states/oh/districts/house/5.md) — 16% (state house)
+- [OH House District 11](/us/states/oh/districts/house/11.md) — 12% (state house)
+- [OH House District 4](/us/states/oh/districts/house/4.md) — 12% (state house)
+- [OH House District 10](/us/states/oh/districts/house/10.md) — 12% (state house)
+- [OH House District 12](/us/states/oh/districts/house/12.md) — 11% (state house)
+- [OH House District 2](/us/states/oh/districts/house/2.md) — 7% (state house)
+- [OH House District 6](/us/states/oh/districts/house/6.md) — 6% (state house)
+- [OH House District 8](/us/states/oh/districts/house/8.md) — 5% (state house)
+- [OH House District 1](/us/states/oh/districts/house/1.md) — 5% (state house)
+- [OH House District 7](/us/states/oh/districts/house/7.md) — 5% (state house)
+- [OH House District 9](/us/states/oh/districts/house/9.md) — 5% (state house)
+- [OH House District 3](/us/states/oh/districts/house/3.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/fulton/index.md b/data/jurisdictions/us/states/oh/counties/fulton/index.md
index 22074604fa..1d6d51d90f 100644
--- a/data/jurisdictions/us/states/oh/counties/fulton/index.md
+++ b/data/jurisdictions/us/states/oh/counties/fulton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 116
   hispanic: 3938
   bachelors_plus: 8189
+districts:
+  - to: "us/states/oh/districts/09"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/house/81"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3938 |
 | Bachelor's or higher | 8189 |
 
+## Districts
+
+- [OH-09](/us/states/oh/districts/09.md) — 100% (congressional)
+- [OH Senate District 1](/us/states/oh/districts/senate/1.md) — 100% (state senate)
+- [OH House District 81](/us/states/oh/districts/house/81.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/gallia/index.md b/data/jurisdictions/us/states/oh/counties/gallia/index.md
index 3daf0784ba..2d44d9065e 100644
--- a/data/jurisdictions/us/states/oh/counties/gallia/index.md
+++ b/data/jurisdictions/us/states/oh/counties/gallia/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 34
   hispanic: 308
   bachelors_plus: 5865
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/oh/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/oh/districts/house/93"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 308 |
 | Bachelor's or higher | 5865 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 17](/us/states/oh/districts/senate/17.md) — 100% (state senate)
+- [OH House District 93](/us/states/oh/districts/house/93.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/geauga/index.md b/data/jurisdictions/us/states/oh/counties/geauga/index.md
index dee4c673d6..d15c16cf9b 100644
--- a/data/jurisdictions/us/states/oh/counties/geauga/index.md
+++ b/data/jurisdictions/us/states/oh/counties/geauga/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 42
   hispanic: 1868
   bachelors_plus: 37847
+districts:
+  - to: "us/states/oh/districts/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/senate/32"
+    rel: in-district
+    area_weight: 0.8541
+  - to: "us/states/oh/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1458
+  - to: "us/states/oh/districts/house/99"
+    rel: in-district
+    area_weight: 0.8541
+  - to: "us/states/oh/districts/house/35"
+    rel: in-district
+    area_weight: 0.1458
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1868 |
 | Bachelor's or higher | 37847 |
 
+## Districts
+
+- [OH-14](/us/states/oh/districts/14.md) — 100% (congressional)
+- [OH Senate District 32](/us/states/oh/districts/senate/32.md) — 85% (state senate)
+- [OH Senate District 27](/us/states/oh/districts/senate/27.md) — 15% (state senate)
+- [OH House District 99](/us/states/oh/districts/house/99.md) — 85% (state house)
+- [OH House District 35](/us/states/oh/districts/house/35.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/greene/index.md b/data/jurisdictions/us/states/oh/counties/greene/index.md
index 201be6ce41..67ae937cdc 100644
--- a/data/jurisdictions/us/states/oh/counties/greene/index.md
+++ b/data/jurisdictions/us/states/oh/counties/greene/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 246
   hispanic: 5613
   bachelors_plus: 71369
+districts:
+  - to: "us/states/oh/districts/10"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/oh/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/71"
+    rel: in-district
+    area_weight: 0.6341
+  - to: "us/states/oh/districts/house/70"
+    rel: in-district
+    area_weight: 0.3658
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 5613 |
 | Bachelor's or higher | 71369 |
 
+## Districts
+
+- [OH-10](/us/states/oh/districts/10.md) — 100% (congressional)
+- [OH Senate District 10](/us/states/oh/districts/senate/10.md) — 100% (state senate)
+- [OH House District 71](/us/states/oh/districts/house/71.md) — 63% (state house)
+- [OH House District 70](/us/states/oh/districts/house/70.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/guernsey/index.md b/data/jurisdictions/us/states/oh/counties/guernsey/index.md
index 812ffb0c92..def8d44ded 100644
--- a/data/jurisdictions/us/states/oh/counties/guernsey/index.md
+++ b/data/jurisdictions/us/states/oh/counties/guernsey/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 9
   hispanic: 519
   bachelors_plus: 5707
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/oh/districts/senate/30"
+    rel: in-district
+    area_weight: 0.5373
+  - to: "us/states/oh/districts/senate/31"
+    rel: in-district
+    area_weight: 0.4626
+  - to: "us/states/oh/districts/house/95"
+    rel: in-district
+    area_weight: 0.5373
+  - to: "us/states/oh/districts/house/97"
+    rel: in-district
+    area_weight: 0.4626
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 519 |
 | Bachelor's or higher | 5707 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 100% (congressional)
+- [OH Senate District 30](/us/states/oh/districts/senate/30.md) — 54% (state senate)
+- [OH Senate District 31](/us/states/oh/districts/senate/31.md) — 46% (state senate)
+- [OH House District 95](/us/states/oh/districts/house/95.md) — 54% (state house)
+- [OH House District 97](/us/states/oh/districts/house/97.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/hamilton/index.md b/data/jurisdictions/us/states/oh/counties/hamilton/index.md
index 2925cff898..7f79a25613 100644
--- a/data/jurisdictions/us/states/oh/counties/hamilton/index.md
+++ b/data/jurisdictions/us/states/oh/counties/hamilton/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 1676
   hispanic: 39995
   bachelors_plus: 330673
+districts:
+  - to: "us/states/oh/districts/08"
+    rel: in-district
+    area_weight: 0.5066
+  - to: "us/states/oh/districts/01"
+    rel: in-district
+    area_weight: 0.4919
+  - to: "us/states/oh/districts/senate/8"
+    rel: in-district
+    area_weight: 0.6448
+  - to: "us/states/oh/districts/senate/9"
+    rel: in-district
+    area_weight: 0.2148
+  - to: "us/states/oh/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1395
+  - to: "us/states/oh/districts/house/29"
+    rel: in-district
+    area_weight: 0.2948
+  - to: "us/states/oh/districts/house/27"
+    rel: in-district
+    area_weight: 0.1981
+  - to: "us/states/oh/districts/house/30"
+    rel: in-district
+    area_weight: 0.1519
+  - to: "us/states/oh/districts/house/28"
+    rel: in-district
+    area_weight: 0.1395
+  - to: "us/states/oh/districts/house/26"
+    rel: in-district
+    area_weight: 0.0782
+  - to: "us/states/oh/districts/house/25"
+    rel: in-district
+    area_weight: 0.0745
+  - to: "us/states/oh/districts/house/24"
+    rel: in-district
+    area_weight: 0.0621
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 9 officeholders mapped.
 | Hispanic/Latino | 39995 |
 | Bachelor's or higher | 330673 |
 
+## Districts
+
+- [OH-08](/us/states/oh/districts/08.md) — 51% (congressional)
+- [OH-01](/us/states/oh/districts/01.md) — 49% (congressional)
+- [OH Senate District 8](/us/states/oh/districts/senate/8.md) — 64% (state senate)
+- [OH Senate District 9](/us/states/oh/districts/senate/9.md) — 21% (state senate)
+- [OH Senate District 7](/us/states/oh/districts/senate/7.md) — 14% (state senate)
+- [OH House District 29](/us/states/oh/districts/house/29.md) — 29% (state house)
+- [OH House District 27](/us/states/oh/districts/house/27.md) — 20% (state house)
+- [OH House District 30](/us/states/oh/districts/house/30.md) — 15% (state house)
+- [OH House District 28](/us/states/oh/districts/house/28.md) — 14% (state house)
+- [OH House District 26](/us/states/oh/districts/house/26.md) — 8% (state house)
+- [OH House District 25](/us/states/oh/districts/house/25.md) — 7% (state house)
+- [OH House District 24](/us/states/oh/districts/house/24.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/hancock/index.md b/data/jurisdictions/us/states/oh/counties/hancock/index.md
index 11a145e5c9..98228fc637 100644
--- a/data/jurisdictions/us/states/oh/counties/hancock/index.md
+++ b/data/jurisdictions/us/states/oh/counties/hancock/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 41
   hispanic: 4588
   bachelors_plus: 21454
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/83"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4588 |
 | Bachelor's or higher | 21454 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 100% (congressional)
+- [OH Senate District 1](/us/states/oh/districts/senate/1.md) — 100% (state senate)
+- [OH House District 83](/us/states/oh/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/hardin/index.md b/data/jurisdictions/us/states/oh/counties/hardin/index.md
index af3649f957..8fb52069c3 100644
--- a/data/jurisdictions/us/states/oh/counties/hardin/index.md
+++ b/data/jurisdictions/us/states/oh/counties/hardin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 49
   hispanic: 732
   bachelors_plus: 4908
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/83"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 732 |
 | Bachelor's or higher | 4908 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 100% (congressional)
+- [OH Senate District 1](/us/states/oh/districts/senate/1.md) — 100% (state senate)
+- [OH House District 83](/us/states/oh/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/harrison/index.md b/data/jurisdictions/us/states/oh/counties/harrison/index.md
index 37f53bd58c..2005c85d92 100644
--- a/data/jurisdictions/us/states/oh/counties/harrison/index.md
+++ b/data/jurisdictions/us/states/oh/counties/harrison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 24
   hispanic: 167
   bachelors_plus: 1628
+districts:
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/95"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 167 |
 | Bachelor's or higher | 1628 |
 
+## Districts
+
+- [OH-06](/us/states/oh/districts/06.md) — 100% (congressional)
+- [OH Senate District 30](/us/states/oh/districts/senate/30.md) — 100% (state senate)
+- [OH House District 95](/us/states/oh/districts/house/95.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/henry/index.md b/data/jurisdictions/us/states/oh/counties/henry/index.md
index 61cef653e2..4cfcc60243 100644
--- a/data/jurisdictions/us/states/oh/counties/henry/index.md
+++ b/data/jurisdictions/us/states/oh/counties/henry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 128
   hispanic: 2280
   bachelors_plus: 4933
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/house/81"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2280 |
 | Bachelor's or higher | 4933 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 100% (congressional)
+- [OH Senate District 1](/us/states/oh/districts/senate/1.md) — 100% (state senate)
+- [OH House District 81](/us/states/oh/districts/house/81.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/highland/index.md b/data/jurisdictions/us/states/oh/counties/highland/index.md
index 1fe778b076..b57cf49585 100644
--- a/data/jurisdictions/us/states/oh/counties/highland/index.md
+++ b/data/jurisdictions/us/states/oh/counties/highland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 34
   hispanic: 531
   bachelors_plus: 6536
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/91"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 531 |
 | Bachelor's or higher | 6536 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 17](/us/states/oh/districts/senate/17.md) — 100% (state senate)
+- [OH House District 91](/us/states/oh/districts/house/91.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/hocking/index.md b/data/jurisdictions/us/states/oh/counties/hocking/index.md
index ed3cad90bb..06997e1bfe 100644
--- a/data/jurisdictions/us/states/oh/counties/hocking/index.md
+++ b/data/jurisdictions/us/states/oh/counties/hocking/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 269
   bachelors_plus: 3539
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/house/92"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 269 |
 | Bachelor's or higher | 3539 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 17](/us/states/oh/districts/senate/17.md) — 100% (state senate)
+- [OH House District 92](/us/states/oh/districts/house/92.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/holmes/index.md b/data/jurisdictions/us/states/oh/counties/holmes/index.md
index 46e19d33a4..0dec04c345 100644
--- a/data/jurisdictions/us/states/oh/counties/holmes/index.md
+++ b/data/jurisdictions/us/states/oh/counties/holmes/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 44
   hispanic: 467
   bachelors_plus: 3882
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 0.7531
+  - to: "us/states/oh/districts/07"
+    rel: in-district
+    area_weight: 0.2469
+  - to: "us/states/oh/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/98"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 467 |
 | Bachelor's or higher | 3882 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 75% (congressional)
+- [OH-07](/us/states/oh/districts/07.md) — 25% (congressional)
+- [OH Senate District 19](/us/states/oh/districts/senate/19.md) — 100% (state senate)
+- [OH House District 98](/us/states/oh/districts/house/98.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/huron/index.md b/data/jurisdictions/us/states/oh/counties/huron/index.md
index 23cc4de2fd..628f0df62c 100644
--- a/data/jurisdictions/us/states/oh/counties/huron/index.md
+++ b/data/jurisdictions/us/states/oh/counties/huron/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 21
   hispanic: 4297
   bachelors_plus: 9214
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/oh/districts/senate/13"
+    rel: in-district
+    area_weight: 0.8948
+  - to: "us/states/oh/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1051
+  - to: "us/states/oh/districts/house/54"
+    rel: in-district
+    area_weight: 0.8948
+  - to: "us/states/oh/districts/house/89"
+    rel: in-district
+    area_weight: 0.1051
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 4297 |
 | Bachelor's or higher | 9214 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 100% (congressional)
+- [OH Senate District 13](/us/states/oh/districts/senate/13.md) — 89% (state senate)
+- [OH Senate District 2](/us/states/oh/districts/senate/2.md) — 11% (state senate)
+- [OH House District 54](/us/states/oh/districts/house/54.md) — 89% (state house)
+- [OH House District 89](/us/states/oh/districts/house/89.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/jackson/index.md b/data/jurisdictions/us/states/oh/counties/jackson/index.md
index b982c01b1e..3455236d3c 100644
--- a/data/jurisdictions/us/states/oh/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/oh/counties/jackson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 111
   hispanic: 332
   bachelors_plus: 4806
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/house/93"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 332 |
 | Bachelor's or higher | 4806 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 17](/us/states/oh/districts/senate/17.md) — 100% (state senate)
+- [OH House District 93](/us/states/oh/districts/house/93.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/jefferson/index.md b/data/jurisdictions/us/states/oh/counties/jefferson/index.md
index 6c7f97a43a..0b6f3f5fe3 100644
--- a/data/jurisdictions/us/states/oh/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/oh/counties/jefferson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 37
   hispanic: 1243
   bachelors_plus: 12812
+districts:
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/oh/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/oh/districts/house/96"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 1243 |
 | Bachelor's or higher | 12812 |
 
+## Districts
+
+- [OH-06](/us/states/oh/districts/06.md) — 100% (congressional)
+- [OH Senate District 30](/us/states/oh/districts/senate/30.md) — 100% (state senate)
+- [OH House District 96](/us/states/oh/districts/house/96.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/knox/index.md b/data/jurisdictions/us/states/oh/counties/knox/index.md
index aa5215412f..04748df2fd 100644
--- a/data/jurisdictions/us/states/oh/counties/knox/index.md
+++ b/data/jurisdictions/us/states/oh/counties/knox/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 9
   hispanic: 1288
   bachelors_plus: 14209
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/oh/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/98"
+    rel: in-district
+    area_weight: 0.6209
+  - to: "us/states/oh/districts/house/61"
+    rel: in-district
+    area_weight: 0.3789
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1288 |
 | Bachelor's or higher | 14209 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 100% (congressional)
+- [OH Senate District 19](/us/states/oh/districts/senate/19.md) — 100% (state senate)
+- [OH House District 98](/us/states/oh/districts/house/98.md) — 62% (state house)
+- [OH House District 61](/us/states/oh/districts/house/61.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/lake/index.md b/data/jurisdictions/us/states/oh/counties/lake/index.md
index 8f29ab7883..688fda21b6 100644
--- a/data/jurisdictions/us/states/oh/counties/lake/index.md
+++ b/data/jurisdictions/us/states/oh/counties/lake/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 302
   hispanic: 12314
   bachelors_plus: 72271
+districts:
+  - to: "us/states/oh/districts/14"
+    rel: in-district
+    area_weight: 0.2364
+  - to: "us/states/oh/districts/senate/18"
+    rel: in-district
+    area_weight: 0.2346
+  - to: "us/states/oh/districts/house/57"
+    rel: in-district
+    area_weight: 0.185
+  - to: "us/states/oh/districts/house/23"
+    rel: in-district
+    area_weight: 0.0496
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 12314 |
 | Bachelor's or higher | 72271 |
 
+## Districts
+
+- [OH-14](/us/states/oh/districts/14.md) — 24% (congressional)
+- [OH Senate District 18](/us/states/oh/districts/senate/18.md) — 23% (state senate)
+- [OH House District 57](/us/states/oh/districts/house/57.md) — 18% (state house)
+- [OH House District 23](/us/states/oh/districts/house/23.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/lawrence/index.md b/data/jurisdictions/us/states/oh/counties/lawrence/index.md
index a78c79ef43..6f4f001b1f 100644
--- a/data/jurisdictions/us/states/oh/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/oh/counties/lawrence/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 630
   bachelors_plus: 10250
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/oh/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/house/93"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 630 |
 | Bachelor's or higher | 10250 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 17](/us/states/oh/districts/senate/17.md) — 100% (state senate)
+- [OH House District 93](/us/states/oh/districts/house/93.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/licking/index.md b/data/jurisdictions/us/states/oh/counties/licking/index.md
index 6eb82eaccf..ec0cb2af5b 100644
--- a/data/jurisdictions/us/states/oh/counties/licking/index.md
+++ b/data/jurisdictions/us/states/oh/counties/licking/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 48
   hispanic: 4459
   bachelors_plus: 48678
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/69"
+    rel: in-district
+    area_weight: 0.6683
+  - to: "us/states/oh/districts/house/68"
+    rel: in-district
+    area_weight: 0.3316
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 4459 |
 | Bachelor's or higher | 48678 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 100% (congressional)
+- [OH Senate District 20](/us/states/oh/districts/senate/20.md) — 100% (state senate)
+- [OH House District 69](/us/states/oh/districts/house/69.md) — 67% (state house)
+- [OH House District 68](/us/states/oh/districts/house/68.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/logan/index.md b/data/jurisdictions/us/states/oh/counties/logan/index.md
index 87a5dba947..2891721028 100644
--- a/data/jurisdictions/us/states/oh/counties/logan/index.md
+++ b/data/jurisdictions/us/states/oh/counties/logan/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 42
   hispanic: 1084
   bachelors_plus: 7963
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/senate/12"
+    rel: in-district
+    area_weight: 0.5166
+  - to: "us/states/oh/districts/senate/1"
+    rel: in-district
+    area_weight: 0.4834
+  - to: "us/states/oh/districts/house/85"
+    rel: in-district
+    area_weight: 0.5165
+  - to: "us/states/oh/districts/house/83"
+    rel: in-district
+    area_weight: 0.4834
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1084 |
 | Bachelor's or higher | 7963 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 100% (congressional)
+- [OH Senate District 12](/us/states/oh/districts/senate/12.md) — 52% (state senate)
+- [OH Senate District 1](/us/states/oh/districts/senate/1.md) — 48% (state senate)
+- [OH House District 85](/us/states/oh/districts/house/85.md) — 52% (state house)
+- [OH House District 83](/us/states/oh/districts/house/83.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/lorain/index.md b/data/jurisdictions/us/states/oh/counties/lorain/index.md
index 19025795de..73f15881da 100644
--- a/data/jurisdictions/us/states/oh/counties/lorain/index.md
+++ b/data/jurisdictions/us/states/oh/counties/lorain/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 494
   hispanic: 35037
   bachelors_plus: 87529
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.5343
+  - to: "us/states/oh/districts/senate/13"
+    rel: in-district
+    area_weight: 0.5342
+  - to: "us/states/oh/districts/house/54"
+    rel: in-district
+    area_weight: 0.3792
+  - to: "us/states/oh/districts/house/52"
+    rel: in-district
+    area_weight: 0.0932
+  - to: "us/states/oh/districts/house/53"
+    rel: in-district
+    area_weight: 0.0618
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 7 officeholders mapped.
 | Hispanic/Latino | 35037 |
 | Bachelor's or higher | 87529 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 53% (congressional)
+- [OH Senate District 13](/us/states/oh/districts/senate/13.md) — 53% (state senate)
+- [OH House District 54](/us/states/oh/districts/house/54.md) — 38% (state house)
+- [OH House District 52](/us/states/oh/districts/house/52.md) — 9% (state house)
+- [OH House District 53](/us/states/oh/districts/house/53.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/lucas/index.md b/data/jurisdictions/us/states/oh/counties/lucas/index.md
index 210fb578d9..9e1e6b6fb7 100644
--- a/data/jurisdictions/us/states/oh/counties/lucas/index.md
+++ b/data/jurisdictions/us/states/oh/counties/lucas/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 902
   hispanic: 33507
   bachelors_plus: 118867
+districts:
+  - to: "us/states/oh/districts/09"
+    rel: in-district
+    area_weight: 0.5828
+  - to: "us/states/oh/districts/senate/11"
+    rel: in-district
+    area_weight: 0.3018
+  - to: "us/states/oh/districts/senate/2"
+    rel: in-district
+    area_weight: 0.2798
+  - to: "us/states/oh/districts/house/44"
+    rel: in-district
+    area_weight: 0.2797
+  - to: "us/states/oh/districts/house/42"
+    rel: in-district
+    area_weight: 0.1494
+  - to: "us/states/oh/districts/house/41"
+    rel: in-district
+    area_weight: 0.0942
+  - to: "us/states/oh/districts/house/43"
+    rel: in-district
+    area_weight: 0.0583
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 33507 |
 | Bachelor's or higher | 118867 |
 
+## Districts
+
+- [OH-09](/us/states/oh/districts/09.md) — 58% (congressional)
+- [OH Senate District 11](/us/states/oh/districts/senate/11.md) — 30% (state senate)
+- [OH Senate District 2](/us/states/oh/districts/senate/2.md) — 28% (state senate)
+- [OH House District 44](/us/states/oh/districts/house/44.md) — 28% (state house)
+- [OH House District 42](/us/states/oh/districts/house/42.md) — 15% (state house)
+- [OH House District 41](/us/states/oh/districts/house/41.md) — 9% (state house)
+- [OH House District 43](/us/states/oh/districts/house/43.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/madison/index.md b/data/jurisdictions/us/states/oh/counties/madison/index.md
index d6baf3a0d5..f484a15737 100644
--- a/data/jurisdictions/us/states/oh/counties/madison/index.md
+++ b/data/jurisdictions/us/states/oh/counties/madison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 85
   hispanic: 1395
   bachelors_plus: 10220
+districts:
+  - to: "us/states/oh/districts/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/12"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1395 |
 | Bachelor's or higher | 10220 |
 
+## Districts
+
+- [OH-15](/us/states/oh/districts/15.md) — 100% (congressional)
+- [OH Senate District 3](/us/states/oh/districts/senate/3.md) — 100% (state senate)
+- [OH House District 12](/us/states/oh/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/mahoning/index.md b/data/jurisdictions/us/states/oh/counties/mahoning/index.md
index 0dbd863b76..cb3b8ac8e4 100644
--- a/data/jurisdictions/us/states/oh/counties/mahoning/index.md
+++ b/data/jurisdictions/us/states/oh/counties/mahoning/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 435
   hispanic: 15428
   bachelors_plus: 59554
+districts:
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/59"
+    rel: in-district
+    area_weight: 0.6565
+  - to: "us/states/oh/districts/house/58"
+    rel: in-district
+    area_weight: 0.3433
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 15428 |
 | Bachelor's or higher | 59554 |
 
+## Districts
+
+- [OH-06](/us/states/oh/districts/06.md) — 100% (congressional)
+- [OH Senate District 33](/us/states/oh/districts/senate/33.md) — 100% (state senate)
+- [OH House District 59](/us/states/oh/districts/house/59.md) — 66% (state house)
+- [OH House District 58](/us/states/oh/districts/house/58.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/marion/index.md b/data/jurisdictions/us/states/oh/counties/marion/index.md
index f11e9525ba..81e5a4a26a 100644
--- a/data/jurisdictions/us/states/oh/counties/marion/index.md
+++ b/data/jurisdictions/us/states/oh/counties/marion/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 146
   hispanic: 2098
   bachelors_plus: 9080
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/87"
+    rel: in-district
+    area_weight: 0.7778
+  - to: "us/states/oh/districts/house/86"
+    rel: in-district
+    area_weight: 0.2222
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2098 |
 | Bachelor's or higher | 9080 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 100% (congressional)
+- [OH Senate District 26](/us/states/oh/districts/senate/26.md) — 100% (state senate)
+- [OH House District 87](/us/states/oh/districts/house/87.md) — 78% (state house)
+- [OH House District 86](/us/states/oh/districts/house/86.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/medina/index.md b/data/jurisdictions/us/states/oh/counties/medina/index.md
index 55be775b0e..2effdfacb1 100644
--- a/data/jurisdictions/us/states/oh/counties/medina/index.md
+++ b/data/jurisdictions/us/states/oh/counties/medina/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 219
   hispanic: 5002
   bachelors_plus: 63571
+districts:
+  - to: "us/states/oh/districts/07"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/66"
+    rel: in-district
+    area_weight: 0.5995
+  - to: "us/states/oh/districts/house/67"
+    rel: in-district
+    area_weight: 0.4004
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 5002 |
 | Bachelor's or higher | 63571 |
 
+## Districts
+
+- [OH-07](/us/states/oh/districts/07.md) — 100% (congressional)
+- [OH Senate District 22](/us/states/oh/districts/senate/22.md) — 100% (state senate)
+- [OH House District 66](/us/states/oh/districts/house/66.md) — 60% (state house)
+- [OH House District 67](/us/states/oh/districts/house/67.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/meigs/index.md b/data/jurisdictions/us/states/oh/counties/meigs/index.md
index e6d157d4a6..8398092bbc 100644
--- a/data/jurisdictions/us/states/oh/counties/meigs/index.md
+++ b/data/jurisdictions/us/states/oh/counties/meigs/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 116
   bachelors_plus: 2507
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/oh/districts/house/94"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 116 |
 | Bachelor's or higher | 2507 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 30](/us/states/oh/districts/senate/30.md) — 100% (state senate)
+- [OH House District 94](/us/states/oh/districts/house/94.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/mercer/index.md b/data/jurisdictions/us/states/oh/counties/mercer/index.md
index 0538913149..a0f6879d28 100644
--- a/data/jurisdictions/us/states/oh/counties/mercer/index.md
+++ b/data/jurisdictions/us/states/oh/counties/mercer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 951
   bachelors_plus: 8437
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/oh/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/84"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 951 |
 | Bachelor's or higher | 8437 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 100% (congressional)
+- [OH Senate District 12](/us/states/oh/districts/senate/12.md) — 100% (state senate)
+- [OH House District 84](/us/states/oh/districts/house/84.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/miami/index.md b/data/jurisdictions/us/states/oh/counties/miami/index.md
index 7a0ee22cdc..9afaf2155a 100644
--- a/data/jurisdictions/us/states/oh/counties/miami/index.md
+++ b/data/jurisdictions/us/states/oh/counties/miami/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 70
   hispanic: 2366
   bachelors_plus: 28861
+districts:
+  - to: "us/states/oh/districts/15"
+    rel: in-district
+    area_weight: 0.7596
+  - to: "us/states/oh/districts/08"
+    rel: in-district
+    area_weight: 0.24
+  - to: "us/states/oh/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/80"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 2366 |
 | Bachelor's or higher | 28861 |
 
+## Districts
+
+- [OH-15](/us/states/oh/districts/15.md) — 76% (congressional)
+- [OH-08](/us/states/oh/districts/08.md) — 24% (congressional)
+- [OH Senate District 5](/us/states/oh/districts/senate/5.md) — 100% (state senate)
+- [OH House District 80](/us/states/oh/districts/house/80.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/monroe/index.md b/data/jurisdictions/us/states/oh/counties/monroe/index.md
index 52f747f7e3..c5a3d09184 100644
--- a/data/jurisdictions/us/states/oh/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/oh/counties/monroe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 18
   bachelors_plus: 1613
+districts:
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/house/96"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 18 |
 | Bachelor's or higher | 1613 |
 
+## Districts
+
+- [OH-06](/us/states/oh/districts/06.md) — 100% (congressional)
+- [OH Senate District 30](/us/states/oh/districts/senate/30.md) — 100% (state senate)
+- [OH House District 96](/us/states/oh/districts/house/96.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/montgomery/index.md b/data/jurisdictions/us/states/oh/counties/montgomery/index.md
index e8daf3a957..087e2df4f6 100644
--- a/data/jurisdictions/us/states/oh/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/oh/counties/montgomery/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 485
   hispanic: 22744
   bachelors_plus: 162856
+districts:
+  - to: "us/states/oh/districts/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/senate/5"
+    rel: in-district
+    area_weight: 0.5538
+  - to: "us/states/oh/districts/senate/6"
+    rel: in-district
+    area_weight: 0.4461
+  - to: "us/states/oh/districts/house/40"
+    rel: in-district
+    area_weight: 0.3775
+  - to: "us/states/oh/districts/house/37"
+    rel: in-district
+    area_weight: 0.213
+  - to: "us/states/oh/districts/house/39"
+    rel: in-district
+    area_weight: 0.1763
+  - to: "us/states/oh/districts/house/38"
+    rel: in-district
+    area_weight: 0.1426
+  - to: "us/states/oh/districts/house/36"
+    rel: in-district
+    area_weight: 0.0906
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 10 officeholders mapped.
 | Hispanic/Latino | 22744 |
 | Bachelor's or higher | 162856 |
 
+## Districts
+
+- [OH-10](/us/states/oh/districts/10.md) — 100% (congressional)
+- [OH Senate District 5](/us/states/oh/districts/senate/5.md) — 55% (state senate)
+- [OH Senate District 6](/us/states/oh/districts/senate/6.md) — 45% (state senate)
+- [OH House District 40](/us/states/oh/districts/house/40.md) — 38% (state house)
+- [OH House District 37](/us/states/oh/districts/house/37.md) — 21% (state house)
+- [OH House District 39](/us/states/oh/districts/house/39.md) — 18% (state house)
+- [OH House District 38](/us/states/oh/districts/house/38.md) — 14% (state house)
+- [OH House District 36](/us/states/oh/districts/house/36.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/morgan/index.md b/data/jurisdictions/us/states/oh/counties/morgan/index.md
index 4966500d47..72b2f6abf5 100644
--- a/data/jurisdictions/us/states/oh/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/oh/counties/morgan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 157
   bachelors_plus: 1769
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/oh/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/95"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 157 |
 | Bachelor's or higher | 1769 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 100% (congressional)
+- [OH Senate District 30](/us/states/oh/districts/senate/30.md) — 100% (state senate)
+- [OH House District 95](/us/states/oh/districts/house/95.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/morrow/index.md b/data/jurisdictions/us/states/oh/counties/morrow/index.md
index 2d302b1243..28cffb29f2 100644
--- a/data/jurisdictions/us/states/oh/counties/morrow/index.md
+++ b/data/jurisdictions/us/states/oh/counties/morrow/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 42
   hispanic: 684
   bachelors_plus: 6414
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/oh/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/house/87"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 684 |
 | Bachelor's or higher | 6414 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 100% (congressional)
+- [OH Senate District 26](/us/states/oh/districts/senate/26.md) — 100% (state senate)
+- [OH House District 87](/us/states/oh/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/muskingum/index.md b/data/jurisdictions/us/states/oh/counties/muskingum/index.md
index f41dd993cc..bceca336e1 100644
--- a/data/jurisdictions/us/states/oh/counties/muskingum/index.md
+++ b/data/jurisdictions/us/states/oh/counties/muskingum/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 38
   hispanic: 1146
   bachelors_plus: 16821
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/97"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1146 |
 | Bachelor's or higher | 16821 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 100% (congressional)
+- [OH Senate District 31](/us/states/oh/districts/senate/31.md) — 100% (state senate)
+- [OH House District 97](/us/states/oh/districts/house/97.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/noble/index.md b/data/jurisdictions/us/states/oh/counties/noble/index.md
index 5170791725..700cc8804d 100644
--- a/data/jurisdictions/us/states/oh/counties/noble/index.md
+++ b/data/jurisdictions/us/states/oh/counties/noble/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 247
   bachelors_plus: 2345
+districts:
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/oh/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/95"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 247 |
 | Bachelor's or higher | 2345 |
 
+## Districts
+
+- [OH-06](/us/states/oh/districts/06.md) — 100% (congressional)
+- [OH Senate District 30](/us/states/oh/districts/senate/30.md) — 100% (state senate)
+- [OH House District 95](/us/states/oh/districts/house/95.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/ottawa/index.md b/data/jurisdictions/us/states/oh/counties/ottawa/index.md
index fe44ca962f..405f255223 100644
--- a/data/jurisdictions/us/states/oh/counties/ottawa/index.md
+++ b/data/jurisdictions/us/states/oh/counties/ottawa/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 66
   hispanic: 2113
   bachelors_plus: 12459
+districts:
+  - to: "us/states/oh/districts/09"
+    rel: in-district
+    area_weight: 0.4988
+  - to: "us/states/oh/districts/senate/2"
+    rel: in-district
+    area_weight: 0.4509
+  - to: "us/states/oh/districts/house/89"
+    rel: in-district
+    area_weight: 0.3633
+  - to: "us/states/oh/districts/house/44"
+    rel: in-district
+    area_weight: 0.0876
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2113 |
 | Bachelor's or higher | 12459 |
 
+## Districts
+
+- [OH-09](/us/states/oh/districts/09.md) — 50% (congressional)
+- [OH Senate District 2](/us/states/oh/districts/senate/2.md) — 45% (state senate)
+- [OH House District 89](/us/states/oh/districts/house/89.md) — 36% (state house)
+- [OH House District 44](/us/states/oh/districts/house/44.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/paulding/index.md b/data/jurisdictions/us/states/oh/counties/paulding/index.md
index 7b5af7d6db..ed0049411b 100644
--- a/data/jurisdictions/us/states/oh/counties/paulding/index.md
+++ b/data/jurisdictions/us/states/oh/counties/paulding/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 181
   hispanic: 1091
   bachelors_plus: 2947
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/house/82"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1091 |
 | Bachelor's or higher | 2947 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 100% (congressional)
+- [OH Senate District 1](/us/states/oh/districts/senate/1.md) — 100% (state senate)
+- [OH House District 82](/us/states/oh/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/perry/index.md b/data/jurisdictions/us/states/oh/counties/perry/index.md
index 8e43aa70a9..30190f98f9 100644
--- a/data/jurisdictions/us/states/oh/counties/perry/index.md
+++ b/data/jurisdictions/us/states/oh/counties/perry/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 0
   hispanic: 314
   bachelors_plus: 5232
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/senate/20"
+    rel: in-district
+    area_weight: 0.5885
+  - to: "us/states/oh/districts/senate/17"
+    rel: in-district
+    area_weight: 0.4114
+  - to: "us/states/oh/districts/house/69"
+    rel: in-district
+    area_weight: 0.5885
+  - to: "us/states/oh/districts/house/92"
+    rel: in-district
+    area_weight: 0.4114
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 314 |
 | Bachelor's or higher | 5232 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 100% (congressional)
+- [OH Senate District 20](/us/states/oh/districts/senate/20.md) — 59% (state senate)
+- [OH Senate District 17](/us/states/oh/districts/senate/17.md) — 41% (state senate)
+- [OH House District 69](/us/states/oh/districts/house/69.md) — 59% (state house)
+- [OH House District 92](/us/states/oh/districts/house/92.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/pickaway/index.md b/data/jurisdictions/us/states/oh/counties/pickaway/index.md
index a6d3c2bb0a..750bee062e 100644
--- a/data/jurisdictions/us/states/oh/counties/pickaway/index.md
+++ b/data/jurisdictions/us/states/oh/counties/pickaway/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 93
   hispanic: 1165
   bachelors_plus: 12276
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/oh/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/12"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1165 |
 | Bachelor's or higher | 12276 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 3](/us/states/oh/districts/senate/3.md) — 100% (state senate)
+- [OH House District 12](/us/states/oh/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/pike/index.md b/data/jurisdictions/us/states/oh/counties/pike/index.md
index fcc9e921bb..d890792d68 100644
--- a/data/jurisdictions/us/states/oh/counties/pike/index.md
+++ b/data/jurisdictions/us/states/oh/counties/pike/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 27
   hispanic: 150
   bachelors_plus: 4053
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/91"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 150 |
 | Bachelor's or higher | 4053 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 17](/us/states/oh/districts/senate/17.md) — 100% (state senate)
+- [OH House District 91](/us/states/oh/districts/house/91.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/portage/index.md b/data/jurisdictions/us/states/oh/counties/portage/index.md
index a335bb4a95..e5c29dd82f 100644
--- a/data/jurisdictions/us/states/oh/counties/portage/index.md
+++ b/data/jurisdictions/us/states/oh/counties/portage/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 174
   hispanic: 3717
   bachelors_plus: 49002
+districts:
+  - to: "us/states/oh/districts/14"
+    rel: in-district
+    area_weight: 0.9907
+  - to: "us/states/oh/districts/13"
+    rel: in-district
+    area_weight: 0.0091
+  - to: "us/states/oh/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/house/72"
+    rel: in-district
+    area_weight: 0.851
+  - to: "us/states/oh/districts/house/35"
+    rel: in-district
+    area_weight: 0.1488
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 3717 |
 | Bachelor's or higher | 49002 |
 
+## Districts
+
+- [OH-14](/us/states/oh/districts/14.md) — 99% (congressional)
+- [OH-13](/us/states/oh/districts/13.md) — 1% (congressional)
+- [OH Senate District 27](/us/states/oh/districts/senate/27.md) — 100% (state senate)
+- [OH House District 72](/us/states/oh/districts/house/72.md) — 85% (state house)
+- [OH House District 35](/us/states/oh/districts/house/35.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/preble/index.md b/data/jurisdictions/us/states/oh/counties/preble/index.md
index 76154f41f1..c395f553e5 100644
--- a/data/jurisdictions/us/states/oh/counties/preble/index.md
+++ b/data/jurisdictions/us/states/oh/counties/preble/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 465
   bachelors_plus: 7298
+districts:
+  - to: "us/states/oh/districts/08"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/senate/5"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/house/40"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 465 |
 | Bachelor's or higher | 7298 |
 
+## Districts
+
+- [OH-08](/us/states/oh/districts/08.md) — 100% (congressional)
+- [OH Senate District 5](/us/states/oh/districts/senate/5.md) — 100% (state senate)
+- [OH House District 40](/us/states/oh/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/putnam/index.md b/data/jurisdictions/us/states/oh/counties/putnam/index.md
index 0d9261a584..edf36bc5a3 100644
--- a/data/jurisdictions/us/states/oh/counties/putnam/index.md
+++ b/data/jurisdictions/us/states/oh/counties/putnam/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 133
   hispanic: 2315
   bachelors_plus: 8017
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/82"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2315 |
 | Bachelor's or higher | 8017 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 100% (congressional)
+- [OH Senate District 1](/us/states/oh/districts/senate/1.md) — 100% (state senate)
+- [OH House District 82](/us/states/oh/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/richland/index.md b/data/jurisdictions/us/states/oh/counties/richland/index.md
index d115c51d66..0be7a16fca 100644
--- a/data/jurisdictions/us/states/oh/counties/richland/index.md
+++ b/data/jurisdictions/us/states/oh/counties/richland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 99
   hispanic: 2837
   bachelors_plus: 21281
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/76"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 2837 |
 | Bachelor's or higher | 21281 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 100% (congressional)
+- [OH Senate District 22](/us/states/oh/districts/senate/22.md) — 100% (state senate)
+- [OH House District 76](/us/states/oh/districts/house/76.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/ross/index.md b/data/jurisdictions/us/states/oh/counties/ross/index.md
index 1feb933d0b..4cfe01b181 100644
--- a/data/jurisdictions/us/states/oh/counties/ross/index.md
+++ b/data/jurisdictions/us/states/oh/counties/ross/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 167
   hispanic: 1092
   bachelors_plus: 13122
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/92"
+    rel: in-district
+    area_weight: 0.5887
+  - to: "us/states/oh/districts/house/91"
+    rel: in-district
+    area_weight: 0.4112
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1092 |
 | Bachelor's or higher | 13122 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 17](/us/states/oh/districts/senate/17.md) — 100% (state senate)
+- [OH House District 92](/us/states/oh/districts/house/92.md) — 59% (state house)
+- [OH House District 91](/us/states/oh/districts/house/91.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/sandusky/index.md b/data/jurisdictions/us/states/oh/counties/sandusky/index.md
index f32d778a76..dca607deaa 100644
--- a/data/jurisdictions/us/states/oh/counties/sandusky/index.md
+++ b/data/jurisdictions/us/states/oh/counties/sandusky/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 81
   hispanic: 6430
   bachelors_plus: 9929
+districts:
+  - to: "us/states/oh/districts/09"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/oh/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9853
+  - to: "us/states/oh/districts/house/88"
+    rel: in-district
+    area_weight: 0.9853
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 6430 |
 | Bachelor's or higher | 9929 |
 
+## Districts
+
+- [OH-09](/us/states/oh/districts/09.md) — 100% (congressional)
+- [OH Senate District 26](/us/states/oh/districts/senate/26.md) — 99% (state senate)
+- [OH House District 88](/us/states/oh/districts/house/88.md) — 99% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/scioto/index.md b/data/jurisdictions/us/states/oh/counties/scioto/index.md
index 2feff888ea..f569cfb4b3 100644
--- a/data/jurisdictions/us/states/oh/counties/scioto/index.md
+++ b/data/jurisdictions/us/states/oh/counties/scioto/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 68
   hispanic: 1144
   bachelors_plus: 12526
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/oh/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/oh/districts/house/90"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1144 |
 | Bachelor's or higher | 12526 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 14](/us/states/oh/districts/senate/14.md) — 100% (state senate)
+- [OH House District 90](/us/states/oh/districts/house/90.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/seneca/index.md b/data/jurisdictions/us/states/oh/counties/seneca/index.md
index 4fb239e014..0deaf75671 100644
--- a/data/jurisdictions/us/states/oh/counties/seneca/index.md
+++ b/data/jurisdictions/us/states/oh/counties/seneca/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 107
   hispanic: 3123
   bachelors_plus: 10459
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/oh/districts/senate/26"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/house/88"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 3123 |
 | Bachelor's or higher | 10459 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 100% (congressional)
+- [OH Senate District 26](/us/states/oh/districts/senate/26.md) — 100% (state senate)
+- [OH House District 88](/us/states/oh/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/shelby/index.md b/data/jurisdictions/us/states/oh/counties/shelby/index.md
index 2c2c14d391..3db02825a5 100644
--- a/data/jurisdictions/us/states/oh/counties/shelby/index.md
+++ b/data/jurisdictions/us/states/oh/counties/shelby/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 41
   hispanic: 835
   bachelors_plus: 9123
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.5104
+  - to: "us/states/oh/districts/15"
+    rel: in-district
+    area_weight: 0.4895
+  - to: "us/states/oh/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/85"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 835 |
 | Bachelor's or higher | 9123 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 51% (congressional)
+- [OH-15](/us/states/oh/districts/15.md) — 49% (congressional)
+- [OH Senate District 12](/us/states/oh/districts/senate/12.md) — 100% (state senate)
+- [OH House District 85](/us/states/oh/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/stark/index.md b/data/jurisdictions/us/states/oh/counties/stark/index.md
index 7c8c390e69..8d1fc689c2 100644
--- a/data/jurisdictions/us/states/oh/counties/stark/index.md
+++ b/data/jurisdictions/us/states/oh/counties/stark/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 404
   hispanic: 11359
   bachelors_plus: 92255
+districts:
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 0.6451
+  - to: "us/states/oh/districts/13"
+    rel: in-district
+    area_weight: 0.3544
+  - to: "us/states/oh/districts/senate/29"
+    rel: in-district
+    area_weight: 0.7853
+  - to: "us/states/oh/districts/senate/31"
+    rel: in-district
+    area_weight: 0.2145
+  - to: "us/states/oh/districts/house/50"
+    rel: in-district
+    area_weight: 0.3914
+  - to: "us/states/oh/districts/house/48"
+    rel: in-district
+    area_weight: 0.2847
+  - to: "us/states/oh/districts/house/51"
+    rel: in-district
+    area_weight: 0.2141
+  - to: "us/states/oh/districts/house/49"
+    rel: in-district
+    area_weight: 0.1092
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 6 officeholders mapped.
 | Hispanic/Latino | 11359 |
 | Bachelor's or higher | 92255 |
 
+## Districts
+
+- [OH-06](/us/states/oh/districts/06.md) — 65% (congressional)
+- [OH-13](/us/states/oh/districts/13.md) — 35% (congressional)
+- [OH Senate District 29](/us/states/oh/districts/senate/29.md) — 79% (state senate)
+- [OH Senate District 31](/us/states/oh/districts/senate/31.md) — 21% (state senate)
+- [OH House District 50](/us/states/oh/districts/house/50.md) — 39% (state house)
+- [OH House District 48](/us/states/oh/districts/house/48.md) — 28% (state house)
+- [OH House District 51](/us/states/oh/districts/house/51.md) — 21% (state house)
+- [OH House District 49](/us/states/oh/districts/house/49.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/summit/index.md b/data/jurisdictions/us/states/oh/counties/summit/index.md
index bbf6d06fe5..6f8f1dc801 100644
--- a/data/jurisdictions/us/states/oh/counties/summit/index.md
+++ b/data/jurisdictions/us/states/oh/counties/summit/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 872
   hispanic: 14635
   bachelors_plus: 188487
+districts:
+  - to: "us/states/oh/districts/13"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/oh/districts/senate/28"
+    rel: in-district
+    area_weight: 0.5227
+  - to: "us/states/oh/districts/senate/27"
+    rel: in-district
+    area_weight: 0.4771
+  - to: "us/states/oh/districts/house/31"
+    rel: in-district
+    area_weight: 0.3579
+  - to: "us/states/oh/districts/house/32"
+    rel: in-district
+    area_weight: 0.2542
+  - to: "us/states/oh/districts/house/34"
+    rel: in-district
+    area_weight: 0.1752
+  - to: "us/states/oh/districts/house/35"
+    rel: in-district
+    area_weight: 0.1192
+  - to: "us/states/oh/districts/house/33"
+    rel: in-district
+    area_weight: 0.0933
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 7 officeholders mapped.
 | Hispanic/Latino | 14635 |
 | Bachelor's or higher | 188487 |
 
+## Districts
+
+- [OH-13](/us/states/oh/districts/13.md) — 100% (congressional)
+- [OH Senate District 28](/us/states/oh/districts/senate/28.md) — 52% (state senate)
+- [OH Senate District 27](/us/states/oh/districts/senate/27.md) — 48% (state senate)
+- [OH House District 31](/us/states/oh/districts/house/31.md) — 36% (state house)
+- [OH House District 32](/us/states/oh/districts/house/32.md) — 25% (state house)
+- [OH House District 34](/us/states/oh/districts/house/34.md) — 18% (state house)
+- [OH House District 35](/us/states/oh/districts/house/35.md) — 12% (state house)
+- [OH House District 33](/us/states/oh/districts/house/33.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/trumbull/index.md b/data/jurisdictions/us/states/oh/counties/trumbull/index.md
index f9712508ea..45eec91068 100644
--- a/data/jurisdictions/us/states/oh/counties/trumbull/index.md
+++ b/data/jurisdictions/us/states/oh/counties/trumbull/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 154
   hispanic: 4601
   bachelors_plus: 40143
+districts:
+  - to: "us/states/oh/districts/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/65"
+    rel: in-district
+    area_weight: 0.607
+  - to: "us/states/oh/districts/house/64"
+    rel: in-district
+    area_weight: 0.3929
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 4601 |
 | Bachelor's or higher | 40143 |
 
+## Districts
+
+- [OH-14](/us/states/oh/districts/14.md) — 100% (congressional)
+- [OH Senate District 32](/us/states/oh/districts/senate/32.md) — 100% (state senate)
+- [OH House District 65](/us/states/oh/districts/house/65.md) — 61% (state house)
+- [OH House District 64](/us/states/oh/districts/house/64.md) — 39% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/tuscarawas/index.md b/data/jurisdictions/us/states/oh/counties/tuscarawas/index.md
index ff2f358e1e..2849924ae5 100644
--- a/data/jurisdictions/us/states/oh/counties/tuscarawas/index.md
+++ b/data/jurisdictions/us/states/oh/counties/tuscarawas/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 232
   hispanic: 4306
   bachelors_plus: 16966
+districts:
+  - to: "us/states/oh/districts/12"
+    rel: in-district
+    area_weight: 0.5725
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 0.4275
+  - to: "us/states/oh/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/51"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 4306 |
 | Bachelor's or higher | 16966 |
 
+## Districts
+
+- [OH-12](/us/states/oh/districts/12.md) — 57% (congressional)
+- [OH-06](/us/states/oh/districts/06.md) — 43% (congressional)
+- [OH Senate District 31](/us/states/oh/districts/senate/31.md) — 100% (state senate)
+- [OH House District 51](/us/states/oh/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/union/index.md b/data/jurisdictions/us/states/oh/counties/union/index.md
index 487212ac98..5b8dcc852b 100644
--- a/data/jurisdictions/us/states/oh/counties/union/index.md
+++ b/data/jurisdictions/us/states/oh/counties/union/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 90
   hispanic: 2260
   bachelors_plus: 24344
+districts:
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/86"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2260 |
 | Bachelor's or higher | 24344 |
 
+## Districts
+
+- [OH-04](/us/states/oh/districts/04.md) — 100% (congressional)
+- [OH Senate District 26](/us/states/oh/districts/senate/26.md) — 100% (state senate)
+- [OH House District 86](/us/states/oh/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/van-wert/index.md b/data/jurisdictions/us/states/oh/counties/van-wert/index.md
index 1475e77e05..d00a08ba59 100644
--- a/data/jurisdictions/us/states/oh/counties/van-wert/index.md
+++ b/data/jurisdictions/us/states/oh/counties/van-wert/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 84
   hispanic: 1219
   bachelors_plus: 4561
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/82"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1219 |
 | Bachelor's or higher | 4561 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 100% (congressional)
+- [OH Senate District 1](/us/states/oh/districts/senate/1.md) — 100% (state senate)
+- [OH House District 82](/us/states/oh/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/vinton/index.md b/data/jurisdictions/us/states/oh/counties/vinton/index.md
index 1c83f92223..4e91b9cbba 100644
--- a/data/jurisdictions/us/states/oh/counties/vinton/index.md
+++ b/data/jurisdictions/us/states/oh/counties/vinton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 25
   bachelors_plus: 1646
+districts:
+  - to: "us/states/oh/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/oh/districts/house/92"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 25 |
 | Bachelor's or higher | 1646 |
 
+## Districts
+
+- [OH-02](/us/states/oh/districts/02.md) — 100% (congressional)
+- [OH Senate District 17](/us/states/oh/districts/senate/17.md) — 100% (state senate)
+- [OH House District 92](/us/states/oh/districts/house/92.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/warren/index.md b/data/jurisdictions/us/states/oh/counties/warren/index.md
index 2ae193799f..af160e97dd 100644
--- a/data/jurisdictions/us/states/oh/counties/warren/index.md
+++ b/data/jurisdictions/us/states/oh/counties/warren/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 303
   hispanic: 8749
   bachelors_plus: 109226
+districts:
+  - to: "us/states/oh/districts/01"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/oh/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/55"
+    rel: in-district
+    area_weight: 0.6964
+  - to: "us/states/oh/districts/house/56"
+    rel: in-district
+    area_weight: 0.3035
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 8749 |
 | Bachelor's or higher | 109226 |
 
+## Districts
+
+- [OH-01](/us/states/oh/districts/01.md) — 100% (congressional)
+- [OH Senate District 7](/us/states/oh/districts/senate/7.md) — 100% (state senate)
+- [OH House District 55](/us/states/oh/districts/house/55.md) — 70% (state house)
+- [OH House District 56](/us/states/oh/districts/house/56.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/washington/index.md b/data/jurisdictions/us/states/oh/counties/washington/index.md
index b03c50972d..b26279d424 100644
--- a/data/jurisdictions/us/states/oh/counties/washington/index.md
+++ b/data/jurisdictions/us/states/oh/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 110
   hispanic: 741
   bachelors_plus: 12768
+districts:
+  - to: "us/states/oh/districts/06"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/oh/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/oh/districts/house/94"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 741 |
 | Bachelor's or higher | 12768 |
 
+## Districts
+
+- [OH-06](/us/states/oh/districts/06.md) — 100% (congressional)
+- [OH Senate District 30](/us/states/oh/districts/senate/30.md) — 100% (state senate)
+- [OH House District 94](/us/states/oh/districts/house/94.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/wayne/index.md b/data/jurisdictions/us/states/oh/counties/wayne/index.md
index 9eb826533f..cd11a57cee 100644
--- a/data/jurisdictions/us/states/oh/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/oh/counties/wayne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 105
   hispanic: 2885
   bachelors_plus: 26570
+districts:
+  - to: "us/states/oh/districts/07"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/oh/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/oh/districts/house/77"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 2885 |
 | Bachelor's or higher | 26570 |
 
+## Districts
+
+- [OH-07](/us/states/oh/districts/07.md) — 100% (congressional)
+- [OH Senate District 31](/us/states/oh/districts/senate/31.md) — 100% (state senate)
+- [OH House District 77](/us/states/oh/districts/house/77.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/williams/index.md b/data/jurisdictions/us/states/oh/counties/williams/index.md
index e38726717c..0c0b2fc2ba 100644
--- a/data/jurisdictions/us/states/oh/counties/williams/index.md
+++ b/data/jurisdictions/us/states/oh/counties/williams/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 73
   hispanic: 1982
   bachelors_plus: 4700
+districts:
+  - to: "us/states/oh/districts/09"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/81"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1982 |
 | Bachelor's or higher | 4700 |
 
+## Districts
+
+- [OH-09](/us/states/oh/districts/09.md) — 100% (congressional)
+- [OH Senate District 1](/us/states/oh/districts/senate/1.md) — 100% (state senate)
+- [OH House District 81](/us/states/oh/districts/house/81.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/wood/index.md b/data/jurisdictions/us/states/oh/counties/wood/index.md
index 481c0ff702..5b9b66a60c 100644
--- a/data/jurisdictions/us/states/oh/counties/wood/index.md
+++ b/data/jurisdictions/us/states/oh/counties/wood/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 236
   hispanic: 8677
   bachelors_plus: 43204
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.8396
+  - to: "us/states/oh/districts/09"
+    rel: in-district
+    area_weight: 0.1604
+  - to: "us/states/oh/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/75"
+    rel: in-district
+    area_weight: 0.9548
+  - to: "us/states/oh/districts/house/44"
+    rel: in-district
+    area_weight: 0.0452
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 8677 |
 | Bachelor's or higher | 43204 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 84% (congressional)
+- [OH-09](/us/states/oh/districts/09.md) — 16% (congressional)
+- [OH Senate District 2](/us/states/oh/districts/senate/2.md) — 100% (state senate)
+- [OH House District 75](/us/states/oh/districts/house/75.md) — 95% (state house)
+- [OH House District 44](/us/states/oh/districts/house/44.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/counties/wyandot/index.md b/data/jurisdictions/us/states/oh/counties/wyandot/index.md
index 5b045cb6b3..8d3a25cc51 100644
--- a/data/jurisdictions/us/states/oh/counties/wyandot/index.md
+++ b/data/jurisdictions/us/states/oh/counties/wyandot/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2
   hispanic: 674
   bachelors_plus: 4181
+districts:
+  - to: "us/states/oh/districts/05"
+    rel: in-district
+    area_weight: 0.8713
+  - to: "us/states/oh/districts/04"
+    rel: in-district
+    area_weight: 0.1287
+  - to: "us/states/oh/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/oh/districts/house/87"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, oh]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 674 |
 | Bachelor's or higher | 4181 |
 
+## Districts
+
+- [OH-05](/us/states/oh/districts/05.md) — 87% (congressional)
+- [OH-04](/us/states/oh/districts/04.md) — 13% (congressional)
+- [OH Senate District 26](/us/states/oh/districts/senate/26.md) — 100% (state senate)
+- [OH House District 87](/us/states/oh/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/oh/districts/01.md b/data/jurisdictions/us/states/oh/districts/01.md
index 28d8555f2d..335a8d91ea 100644
--- a/data/jurisdictions/us/states/oh/districts/01.md
+++ b/data/jurisdictions/us/states/oh/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 255695
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/02.md b/data/jurisdictions/us/states/oh/districts/02.md
index c9511e1bb3..edc9423171 100644
--- a/data/jurisdictions/us/states/oh/districts/02.md
+++ b/data/jurisdictions/us/states/oh/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 119405
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/03.md b/data/jurisdictions/us/states/oh/districts/03.md
index 50aa8937fa..7772105613 100644
--- a/data/jurisdictions/us/states/oh/districts/03.md
+++ b/data/jurisdictions/us/states/oh/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 240984
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/04.md b/data/jurisdictions/us/states/oh/districts/04.md
index aae3731512..5b1bcbca16 100644
--- a/data/jurisdictions/us/states/oh/districts/04.md
+++ b/data/jurisdictions/us/states/oh/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 171782
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/05.md b/data/jurisdictions/us/states/oh/districts/05.md
index b93e505cc3..65f64655c1 100644
--- a/data/jurisdictions/us/states/oh/districts/05.md
+++ b/data/jurisdictions/us/states/oh/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 137371
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/06.md b/data/jurisdictions/us/states/oh/districts/06.md
index 7e8d343385..adb3a971b0 100644
--- a/data/jurisdictions/us/states/oh/districts/06.md
+++ b/data/jurisdictions/us/states/oh/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 127237
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/07.md b/data/jurisdictions/us/states/oh/districts/07.md
index 4939775651..d8f792353c 100644
--- a/data/jurisdictions/us/states/oh/districts/07.md
+++ b/data/jurisdictions/us/states/oh/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 216334
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/08.md b/data/jurisdictions/us/states/oh/districts/08.md
index c14dd1b00b..64ce48163f 100644
--- a/data/jurisdictions/us/states/oh/districts/08.md
+++ b/data/jurisdictions/us/states/oh/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 164773
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/09.md b/data/jurisdictions/us/states/oh/districts/09.md
index ffe45445a4..822d4b36a1 100644
--- a/data/jurisdictions/us/states/oh/districts/09.md
+++ b/data/jurisdictions/us/states/oh/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 159076
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/10.md b/data/jurisdictions/us/states/oh/districts/10.md
index 349cab1620..45425f7201 100644
--- a/data/jurisdictions/us/states/oh/districts/10.md
+++ b/data/jurisdictions/us/states/oh/districts/10.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 184588
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/11.md b/data/jurisdictions/us/states/oh/districts/11.md
index 25a6f07193..7067b0d1e1 100644
--- a/data/jurisdictions/us/states/oh/districts/11.md
+++ b/data/jurisdictions/us/states/oh/districts/11.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 185563
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/12.md b/data/jurisdictions/us/states/oh/districts/12.md
index e3fc3e6124..45a0730c11 100644
--- a/data/jurisdictions/us/states/oh/districts/12.md
+++ b/data/jurisdictions/us/states/oh/districts/12.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 151197
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/13.md b/data/jurisdictions/us/states/oh/districts/13.md
index 90979cfdcb..e1a02b5a14 100644
--- a/data/jurisdictions/us/states/oh/districts/13.md
+++ b/data/jurisdictions/us/states/oh/districts/13.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 193166
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/14.md b/data/jurisdictions/us/states/oh/districts/14.md
index f8bc1518e9..eaaccb5bec 100644
--- a/data/jurisdictions/us/states/oh/districts/14.md
+++ b/data/jurisdictions/us/states/oh/districts/14.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 163139
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/15.md b/data/jurisdictions/us/states/oh/districts/15.md
index 5f630616d0..1f91fc5eea 100644
--- a/data/jurisdictions/us/states/oh/districts/15.md
+++ b/data/jurisdictions/us/states/oh/districts/15.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 199733
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, oh]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/oh/districts/house/1.md b/data/jurisdictions/us/states/oh/districts/house/1.md
new file mode 100644
index 0000000000..c2a5383880
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 1"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 1
+
+State House district 1 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/10.md b/data/jurisdictions/us/states/oh/districts/house/10.md
new file mode 100644
index 0000000000..c3822e3e7a
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 10"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 10
+
+State House district 10 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/11.md b/data/jurisdictions/us/states/oh/districts/house/11.md
new file mode 100644
index 0000000000..952da0cff5
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 11"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 11
+
+State House district 11 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/12.md b/data/jurisdictions/us/states/oh/districts/house/12.md
new file mode 100644
index 0000000000..529cd06012
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 12"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 12
+
+State House district 12 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/13.md b/data/jurisdictions/us/states/oh/districts/house/13.md
new file mode 100644
index 0000000000..7fdb7a704a
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 13"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 13
+
+State House district 13 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/14.md b/data/jurisdictions/us/states/oh/districts/house/14.md
new file mode 100644
index 0000000000..05068a57bc
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 14"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 14
+
+State House district 14 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/15.md b/data/jurisdictions/us/states/oh/districts/house/15.md
new file mode 100644
index 0000000000..bb4f118340
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 15"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 15
+
+State House district 15 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/16.md b/data/jurisdictions/us/states/oh/districts/house/16.md
new file mode 100644
index 0000000000..7c8f8c489f
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 16"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 16
+
+State House district 16 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/17.md b/data/jurisdictions/us/states/oh/districts/house/17.md
new file mode 100644
index 0000000000..bae7757a3a
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 17"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 17
+
+State House district 17 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/18.md b/data/jurisdictions/us/states/oh/districts/house/18.md
new file mode 100644
index 0000000000..f2fdd0445a
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 18"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 18
+
+State House district 18 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/19.md b/data/jurisdictions/us/states/oh/districts/house/19.md
new file mode 100644
index 0000000000..00e30e9317
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 19"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 19
+
+State House district 19 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/2.md b/data/jurisdictions/us/states/oh/districts/house/2.md
new file mode 100644
index 0000000000..281100c8ec
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 2"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 2
+
+State House district 2 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/20.md b/data/jurisdictions/us/states/oh/districts/house/20.md
new file mode 100644
index 0000000000..fce55a6787
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 20"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 20
+
+State House district 20 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/21.md b/data/jurisdictions/us/states/oh/districts/house/21.md
new file mode 100644
index 0000000000..633e083089
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 21"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 21
+
+State House district 21 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/22.md b/data/jurisdictions/us/states/oh/districts/house/22.md
new file mode 100644
index 0000000000..1cc7c3c55f
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 22"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 22
+
+State House district 22 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/23.md b/data/jurisdictions/us/states/oh/districts/house/23.md
new file mode 100644
index 0000000000..4b465615d0
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 23"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 23
+
+State House district 23 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/24.md b/data/jurisdictions/us/states/oh/districts/house/24.md
new file mode 100644
index 0000000000..b5f3d09444
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 24"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 24
+
+State House district 24 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/25.md b/data/jurisdictions/us/states/oh/districts/house/25.md
new file mode 100644
index 0000000000..d49ad334e4
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 25"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 25
+
+State House district 25 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/26.md b/data/jurisdictions/us/states/oh/districts/house/26.md
new file mode 100644
index 0000000000..ff4971b23b
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 26"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 26
+
+State House district 26 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/27.md b/data/jurisdictions/us/states/oh/districts/house/27.md
new file mode 100644
index 0000000000..cab1a8eff3
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 27"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 27
+
+State House district 27 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/28.md b/data/jurisdictions/us/states/oh/districts/house/28.md
new file mode 100644
index 0000000000..0fc30f53fc
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 28"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 28
+
+State House district 28 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/29.md b/data/jurisdictions/us/states/oh/districts/house/29.md
new file mode 100644
index 0000000000..bfd551e6b8
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 29"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 29
+
+State House district 29 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/3.md b/data/jurisdictions/us/states/oh/districts/house/3.md
new file mode 100644
index 0000000000..0f2dfbf936
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 3"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 3
+
+State House district 3 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/30.md b/data/jurisdictions/us/states/oh/districts/house/30.md
new file mode 100644
index 0000000000..f88b4d6f6b
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 30"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 30
+
+State House district 30 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/31.md b/data/jurisdictions/us/states/oh/districts/house/31.md
new file mode 100644
index 0000000000..8279d0cf5b
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 31"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 31
+
+State House district 31 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/32.md b/data/jurisdictions/us/states/oh/districts/house/32.md
new file mode 100644
index 0000000000..52571a90c9
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 32"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 32
+
+State House district 32 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/33.md b/data/jurisdictions/us/states/oh/districts/house/33.md
new file mode 100644
index 0000000000..40e60fc765
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 33"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 33
+
+State House district 33 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/34.md b/data/jurisdictions/us/states/oh/districts/house/34.md
new file mode 100644
index 0000000000..3674a0a250
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 34"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 34
+
+State House district 34 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/35.md b/data/jurisdictions/us/states/oh/districts/house/35.md
new file mode 100644
index 0000000000..fa7e1a9d1d
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 35"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 35
+
+State House district 35 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/36.md b/data/jurisdictions/us/states/oh/districts/house/36.md
new file mode 100644
index 0000000000..8439b1b2d3
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 36"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 36
+
+State House district 36 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/37.md b/data/jurisdictions/us/states/oh/districts/house/37.md
new file mode 100644
index 0000000000..caad2a1c16
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 37"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 37
+
+State House district 37 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/38.md b/data/jurisdictions/us/states/oh/districts/house/38.md
new file mode 100644
index 0000000000..ff38a482e7
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 38"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 38
+
+State House district 38 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/39.md b/data/jurisdictions/us/states/oh/districts/house/39.md
new file mode 100644
index 0000000000..da7a1d180e
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 39"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 39
+
+State House district 39 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/4.md b/data/jurisdictions/us/states/oh/districts/house/4.md
new file mode 100644
index 0000000000..e82bcb4dfc
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 4"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 4
+
+State House district 4 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/40.md b/data/jurisdictions/us/states/oh/districts/house/40.md
new file mode 100644
index 0000000000..678cb397ac
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 40"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 40
+
+State House district 40 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/41.md b/data/jurisdictions/us/states/oh/districts/house/41.md
new file mode 100644
index 0000000000..753dae5f1c
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 41"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 41
+
+State House district 41 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/42.md b/data/jurisdictions/us/states/oh/districts/house/42.md
new file mode 100644
index 0000000000..97e920f89a
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 42"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 42
+
+State House district 42 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/43.md b/data/jurisdictions/us/states/oh/districts/house/43.md
new file mode 100644
index 0000000000..c8647347ca
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 43"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 43
+
+State House district 43 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/44.md b/data/jurisdictions/us/states/oh/districts/house/44.md
new file mode 100644
index 0000000000..8d00e91eb6
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 44"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 44
+
+State House district 44 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/45.md b/data/jurisdictions/us/states/oh/districts/house/45.md
new file mode 100644
index 0000000000..85bc917c75
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 45"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 45
+
+State House district 45 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/46.md b/data/jurisdictions/us/states/oh/districts/house/46.md
new file mode 100644
index 0000000000..31f7f621b8
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 46"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 46
+
+State House district 46 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/47.md b/data/jurisdictions/us/states/oh/districts/house/47.md
new file mode 100644
index 0000000000..a224486f0e
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 47"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 47
+
+State House district 47 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/48.md b/data/jurisdictions/us/states/oh/districts/house/48.md
new file mode 100644
index 0000000000..77b97cfcf8
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 48"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 48
+
+State House district 48 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/49.md b/data/jurisdictions/us/states/oh/districts/house/49.md
new file mode 100644
index 0000000000..c017fe1b38
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 49"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 49
+
+State House district 49 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/5.md b/data/jurisdictions/us/states/oh/districts/house/5.md
new file mode 100644
index 0000000000..c9620cd96d
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 5"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 5
+
+State House district 5 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/50.md b/data/jurisdictions/us/states/oh/districts/house/50.md
new file mode 100644
index 0000000000..a579c10b08
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 50"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 50
+
+State House district 50 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/51.md b/data/jurisdictions/us/states/oh/districts/house/51.md
new file mode 100644
index 0000000000..3f6cffbe70
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 51"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 51
+
+State House district 51 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/52.md b/data/jurisdictions/us/states/oh/districts/house/52.md
new file mode 100644
index 0000000000..bf84c6276b
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 52"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 52
+
+State House district 52 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/53.md b/data/jurisdictions/us/states/oh/districts/house/53.md
new file mode 100644
index 0000000000..3f5f71e084
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 53"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 53
+
+State House district 53 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/54.md b/data/jurisdictions/us/states/oh/districts/house/54.md
new file mode 100644
index 0000000000..2831e33f5e
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 54"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 54
+
+State House district 54 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/55.md b/data/jurisdictions/us/states/oh/districts/house/55.md
new file mode 100644
index 0000000000..1eaa3eebf7
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 55"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 55
+
+State House district 55 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/56.md b/data/jurisdictions/us/states/oh/districts/house/56.md
new file mode 100644
index 0000000000..30bf239e01
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 56"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 56
+
+State House district 56 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/57.md b/data/jurisdictions/us/states/oh/districts/house/57.md
new file mode 100644
index 0000000000..3ef3ed537a
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 57"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 57
+
+State House district 57 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/58.md b/data/jurisdictions/us/states/oh/districts/house/58.md
new file mode 100644
index 0000000000..cc80042cac
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 58"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 58
+
+State House district 58 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/59.md b/data/jurisdictions/us/states/oh/districts/house/59.md
new file mode 100644
index 0000000000..1ebf2bcee7
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 59"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 59
+
+State House district 59 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/6.md b/data/jurisdictions/us/states/oh/districts/house/6.md
new file mode 100644
index 0000000000..7af9b3ecdc
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 6"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 6
+
+State House district 6 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/60.md b/data/jurisdictions/us/states/oh/districts/house/60.md
new file mode 100644
index 0000000000..bbd70694f4
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 60"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 60
+
+State House district 60 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/61.md b/data/jurisdictions/us/states/oh/districts/house/61.md
new file mode 100644
index 0000000000..a4e1f0ed50
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 61"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 61
+
+State House district 61 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/62.md b/data/jurisdictions/us/states/oh/districts/house/62.md
new file mode 100644
index 0000000000..a65ebfe645
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 62"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 62
+
+State House district 62 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/63.md b/data/jurisdictions/us/states/oh/districts/house/63.md
new file mode 100644
index 0000000000..bc5e5f3d76
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 63"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 63
+
+State House district 63 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/64.md b/data/jurisdictions/us/states/oh/districts/house/64.md
new file mode 100644
index 0000000000..886074bdf9
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 64"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 64
+
+State House district 64 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/65.md b/data/jurisdictions/us/states/oh/districts/house/65.md
new file mode 100644
index 0000000000..d18884534e
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 65"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 65
+
+State House district 65 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/66.md b/data/jurisdictions/us/states/oh/districts/house/66.md
new file mode 100644
index 0000000000..1226d182c7
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 66"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 66
+
+State House district 66 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/67.md b/data/jurisdictions/us/states/oh/districts/house/67.md
new file mode 100644
index 0000000000..6447da5e21
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 67"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 67
+
+State House district 67 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/68.md b/data/jurisdictions/us/states/oh/districts/house/68.md
new file mode 100644
index 0000000000..db569904ac
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 68"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 68
+
+State House district 68 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/69.md b/data/jurisdictions/us/states/oh/districts/house/69.md
new file mode 100644
index 0000000000..76c98c4974
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 69"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 69
+
+State House district 69 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/7.md b/data/jurisdictions/us/states/oh/districts/house/7.md
new file mode 100644
index 0000000000..fc4dfcb9e0
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 7"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 7
+
+State House district 7 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/70.md b/data/jurisdictions/us/states/oh/districts/house/70.md
new file mode 100644
index 0000000000..70a92528ce
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 70"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 70
+
+State House district 70 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/71.md b/data/jurisdictions/us/states/oh/districts/house/71.md
new file mode 100644
index 0000000000..fee98cafb1
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 71"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 71
+
+State House district 71 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/72.md b/data/jurisdictions/us/states/oh/districts/house/72.md
new file mode 100644
index 0000000000..4505f075f6
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 72"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 72
+
+State House district 72 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/73.md b/data/jurisdictions/us/states/oh/districts/house/73.md
new file mode 100644
index 0000000000..a6ee702541
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 73"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 73
+
+State House district 73 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/74.md b/data/jurisdictions/us/states/oh/districts/house/74.md
new file mode 100644
index 0000000000..8ec9763ad3
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 74"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 74
+
+State House district 74 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/75.md b/data/jurisdictions/us/states/oh/districts/house/75.md
new file mode 100644
index 0000000000..d56bfe25cc
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 75"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 75
+
+State House district 75 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/76.md b/data/jurisdictions/us/states/oh/districts/house/76.md
new file mode 100644
index 0000000000..3a13d6b5f5
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 76"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 76
+
+State House district 76 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/77.md b/data/jurisdictions/us/states/oh/districts/house/77.md
new file mode 100644
index 0000000000..e6c5cce5a7
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 77"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 77
+
+State House district 77 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/78.md b/data/jurisdictions/us/states/oh/districts/house/78.md
new file mode 100644
index 0000000000..e87f63d197
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 78"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 78
+
+State House district 78 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/79.md b/data/jurisdictions/us/states/oh/districts/house/79.md
new file mode 100644
index 0000000000..b68cbc443b
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 79"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 79
+
+State House district 79 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/8.md b/data/jurisdictions/us/states/oh/districts/house/8.md
new file mode 100644
index 0000000000..3fb2d2a74d
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 8"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 8
+
+State House district 8 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/80.md b/data/jurisdictions/us/states/oh/districts/house/80.md
new file mode 100644
index 0000000000..bafda1f436
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 80"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 80
+
+State House district 80 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/81.md b/data/jurisdictions/us/states/oh/districts/house/81.md
new file mode 100644
index 0000000000..a6fca2b9d7
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 81"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 81
+
+State House district 81 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/82.md b/data/jurisdictions/us/states/oh/districts/house/82.md
new file mode 100644
index 0000000000..398f114c3c
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 82"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 82
+
+State House district 82 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/83.md b/data/jurisdictions/us/states/oh/districts/house/83.md
new file mode 100644
index 0000000000..34042638ec
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 83"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 83
+
+State House district 83 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/84.md b/data/jurisdictions/us/states/oh/districts/house/84.md
new file mode 100644
index 0000000000..a86dfab2d5
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 84"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 84
+
+State House district 84 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/85.md b/data/jurisdictions/us/states/oh/districts/house/85.md
new file mode 100644
index 0000000000..1065ec88f4
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 85"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 85
+
+State House district 85 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/86.md b/data/jurisdictions/us/states/oh/districts/house/86.md
new file mode 100644
index 0000000000..ab7bb9543c
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 86"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 86
+
+State House district 86 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/87.md b/data/jurisdictions/us/states/oh/districts/house/87.md
new file mode 100644
index 0000000000..a518cc4f0d
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 87"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 87
+
+State House district 87 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/88.md b/data/jurisdictions/us/states/oh/districts/house/88.md
new file mode 100644
index 0000000000..ec25830758
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 88"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 88
+
+State House district 88 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/89.md b/data/jurisdictions/us/states/oh/districts/house/89.md
new file mode 100644
index 0000000000..c7e20c1f5d
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 89"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 89
+
+State House district 89 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/9.md b/data/jurisdictions/us/states/oh/districts/house/9.md
new file mode 100644
index 0000000000..66ba598230
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 9"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 9
+
+State House district 9 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/90.md b/data/jurisdictions/us/states/oh/districts/house/90.md
new file mode 100644
index 0000000000..7beb2c572d
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 90"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 90
+
+State House district 90 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/91.md b/data/jurisdictions/us/states/oh/districts/house/91.md
new file mode 100644
index 0000000000..608b80db77
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 91"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 91
+
+State House district 91 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/92.md b/data/jurisdictions/us/states/oh/districts/house/92.md
new file mode 100644
index 0000000000..702a17dc49
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 92"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 92
+
+State House district 92 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/93.md b/data/jurisdictions/us/states/oh/districts/house/93.md
new file mode 100644
index 0000000000..efbf040a9c
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 93"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 93
+
+State House district 93 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/94.md b/data/jurisdictions/us/states/oh/districts/house/94.md
new file mode 100644
index 0000000000..d960a92cc2
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 94"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 94
+
+State House district 94 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/95.md b/data/jurisdictions/us/states/oh/districts/house/95.md
new file mode 100644
index 0000000000..ea6b7d4b9f
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 95"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 95
+
+State House district 95 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/96.md b/data/jurisdictions/us/states/oh/districts/house/96.md
new file mode 100644
index 0000000000..01d7b8c930
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 96"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 96
+
+State House district 96 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/97.md b/data/jurisdictions/us/states/oh/districts/house/97.md
new file mode 100644
index 0000000000..c9936a44bb
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 97"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 97
+
+State House district 97 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/98.md b/data/jurisdictions/us/states/oh/districts/house/98.md
new file mode 100644
index 0000000000..b23229b189
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 98"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 98
+
+State House district 98 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/house/99.md b/data/jurisdictions/us/states/oh/districts/house/99.md
new file mode 100644
index 0000000000..d7c9e144cb
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH House District 99"
+classification: state-house-district
+state: "OH"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH House District 99
+
+State House district 99 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/1.md b/data/jurisdictions/us/states/oh/districts/senate/1.md
new file mode 100644
index 0000000000..03b5689d7a
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 1"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 1
+
+State Senate district 1 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/10.md b/data/jurisdictions/us/states/oh/districts/senate/10.md
new file mode 100644
index 0000000000..d55cdc4a8b
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 10"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 10
+
+State Senate district 10 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/11.md b/data/jurisdictions/us/states/oh/districts/senate/11.md
new file mode 100644
index 0000000000..2d5695be49
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 11"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 11
+
+State Senate district 11 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/12.md b/data/jurisdictions/us/states/oh/districts/senate/12.md
new file mode 100644
index 0000000000..1e910404c6
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 12"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 12
+
+State Senate district 12 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/13.md b/data/jurisdictions/us/states/oh/districts/senate/13.md
new file mode 100644
index 0000000000..1a2e9bc703
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 13"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 13
+
+State Senate district 13 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/14.md b/data/jurisdictions/us/states/oh/districts/senate/14.md
new file mode 100644
index 0000000000..b8d2941ddf
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 14"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 14
+
+State Senate district 14 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/15.md b/data/jurisdictions/us/states/oh/districts/senate/15.md
new file mode 100644
index 0000000000..7fa4ced4bd
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 15"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 15
+
+State Senate district 15 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/16.md b/data/jurisdictions/us/states/oh/districts/senate/16.md
new file mode 100644
index 0000000000..0f5297df55
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 16"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 16
+
+State Senate district 16 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/17.md b/data/jurisdictions/us/states/oh/districts/senate/17.md
new file mode 100644
index 0000000000..e34699d3f2
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 17"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 17
+
+State Senate district 17 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/18.md b/data/jurisdictions/us/states/oh/districts/senate/18.md
new file mode 100644
index 0000000000..2eb7ba403e
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 18"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 18
+
+State Senate district 18 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/19.md b/data/jurisdictions/us/states/oh/districts/senate/19.md
new file mode 100644
index 0000000000..b6b43f619d
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 19"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 19
+
+State Senate district 19 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/2.md b/data/jurisdictions/us/states/oh/districts/senate/2.md
new file mode 100644
index 0000000000..b298845616
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 2"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 2
+
+State Senate district 2 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/20.md b/data/jurisdictions/us/states/oh/districts/senate/20.md
new file mode 100644
index 0000000000..2d42adf511
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 20"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 20
+
+State Senate district 20 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/21.md b/data/jurisdictions/us/states/oh/districts/senate/21.md
new file mode 100644
index 0000000000..108343d0fb
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 21"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 21
+
+State Senate district 21 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/22.md b/data/jurisdictions/us/states/oh/districts/senate/22.md
new file mode 100644
index 0000000000..534f58a855
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 22"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 22
+
+State Senate district 22 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/23.md b/data/jurisdictions/us/states/oh/districts/senate/23.md
new file mode 100644
index 0000000000..96b06e149b
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 23"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 23
+
+State Senate district 23 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/24.md b/data/jurisdictions/us/states/oh/districts/senate/24.md
new file mode 100644
index 0000000000..51f9c542eb
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 24"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 24
+
+State Senate district 24 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/25.md b/data/jurisdictions/us/states/oh/districts/senate/25.md
new file mode 100644
index 0000000000..5ab8f4a037
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 25"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 25
+
+State Senate district 25 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/26.md b/data/jurisdictions/us/states/oh/districts/senate/26.md
new file mode 100644
index 0000000000..d5decb227d
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 26"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 26
+
+State Senate district 26 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/27.md b/data/jurisdictions/us/states/oh/districts/senate/27.md
new file mode 100644
index 0000000000..cae49a188a
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 27"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 27
+
+State Senate district 27 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/28.md b/data/jurisdictions/us/states/oh/districts/senate/28.md
new file mode 100644
index 0000000000..36173c6ee3
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 28"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 28
+
+State Senate district 28 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/29.md b/data/jurisdictions/us/states/oh/districts/senate/29.md
new file mode 100644
index 0000000000..209ae8018a
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 29"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 29
+
+State Senate district 29 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/3.md b/data/jurisdictions/us/states/oh/districts/senate/3.md
new file mode 100644
index 0000000000..b96a412b69
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 3"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 3
+
+State Senate district 3 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/30.md b/data/jurisdictions/us/states/oh/districts/senate/30.md
new file mode 100644
index 0000000000..395de26a10
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 30"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 30
+
+State Senate district 30 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/31.md b/data/jurisdictions/us/states/oh/districts/senate/31.md
new file mode 100644
index 0000000000..e6e6490968
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 31"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 31
+
+State Senate district 31 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/32.md b/data/jurisdictions/us/states/oh/districts/senate/32.md
new file mode 100644
index 0000000000..4148c2b6e4
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 32"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 32
+
+State Senate district 32 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/33.md b/data/jurisdictions/us/states/oh/districts/senate/33.md
new file mode 100644
index 0000000000..8cf8f6e585
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 33"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 33
+
+State Senate district 33 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/4.md b/data/jurisdictions/us/states/oh/districts/senate/4.md
new file mode 100644
index 0000000000..b93f444fee
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 4"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 4
+
+State Senate district 4 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/5.md b/data/jurisdictions/us/states/oh/districts/senate/5.md
new file mode 100644
index 0000000000..2110c267e9
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 5"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 5
+
+State Senate district 5 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/6.md b/data/jurisdictions/us/states/oh/districts/senate/6.md
new file mode 100644
index 0000000000..4ff49a5043
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 6"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 6
+
+State Senate district 6 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/7.md b/data/jurisdictions/us/states/oh/districts/senate/7.md
new file mode 100644
index 0000000000..630cb1fd77
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 7"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 7
+
+State Senate district 7 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/8.md b/data/jurisdictions/us/states/oh/districts/senate/8.md
new file mode 100644
index 0000000000..f42993f6a5
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 8"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 8
+
+State Senate district 8 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/districts/senate/9.md b/data/jurisdictions/us/states/oh/districts/senate/9.md
new file mode 100644
index 0000000000..3b39bee6d9
--- /dev/null
+++ b/data/jurisdictions/us/states/oh/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OH Senate District 9"
+classification: state-senate-district
+state: "OH"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, oh]
+timestamp: "2026-07-03"
+---
+
+# OH Senate District 9
+
+State Senate district 9 (OH).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/oh/people/adam-bird.md b/data/jurisdictions/us/states/oh/people/adam-bird.md
index e8d052aa39..733eb1a213 100644
--- a/data/jurisdictions/us/states/oh/people/adam-bird.md
+++ b/data/jurisdictions/us/states/oh/people/adam-bird.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 63"
+represents: "us/states/oh/districts/house/63"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 63 (OH State House of Representatives District 63).
 
+Represents [OH State House of Representatives District 63](/us/states/oh/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/adam-holmes.md b/data/jurisdictions/us/states/oh/people/adam-holmes.md
index 9b47e998bc..f0440b0da6 100644
--- a/data/jurisdictions/us/states/oh/people/adam-holmes.md
+++ b/data/jurisdictions/us/states/oh/people/adam-holmes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 97"
+represents: "us/states/oh/districts/house/97"
 tenure:
   start: "2019-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 97 (OH State House of Representatives District 97).
 
+Represents [OH State House of Representatives District 97](/us/states/oh/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/adam-mathews.md b/data/jurisdictions/us/states/oh/people/adam-mathews.md
index cc2d5e3873..ea56e5f6ea 100644
--- a/data/jurisdictions/us/states/oh/people/adam-mathews.md
+++ b/data/jurisdictions/us/states/oh/people/adam-mathews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 56"
+represents: "us/states/oh/districts/house/56"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 56 (OH State House of Representatives District 56).
 
+Represents [OH State House of Representatives District 56](/us/states/oh/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/al-cutrona.md b/data/jurisdictions/us/states/oh/people/al-cutrona.md
index 65100a52b6..a4a00f683f 100644
--- a/data/jurisdictions/us/states/oh/people/al-cutrona.md
+++ b/data/jurisdictions/us/states/oh/people/al-cutrona.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 33"
+represents: "us/states/oh/districts/senate/33"
 tenure:
   start: "2024-06-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 33 (OH State Senate District 33).
 
+Represents [OH State Senate District 33](/us/states/oh/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/al-landis.md b/data/jurisdictions/us/states/oh/people/al-landis.md
index 890d27d2e2..e457c12790 100644
--- a/data/jurisdictions/us/states/oh/people/al-landis.md
+++ b/data/jurisdictions/us/states/oh/people/al-landis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 31"
+represents: "us/states/oh/districts/senate/31"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 31 (OH State Senate District 31).
 
+Represents [OH State Senate District 31](/us/states/oh/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/allison-russo.md b/data/jurisdictions/us/states/oh/people/allison-russo.md
index 7a700ebacc..8726b5c59d 100644
--- a/data/jurisdictions/us/states/oh/people/allison-russo.md
+++ b/data/jurisdictions/us/states/oh/people/allison-russo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 7"
+represents: "us/states/oh/districts/house/7"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 7 (OH State House of Representatives District 7).
 
+Represents [OH State House of Representatives District 7](/us/states/oh/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/andrea-white.md b/data/jurisdictions/us/states/oh/people/andrea-white.md
index a4e0050f83..881c441518 100644
--- a/data/jurisdictions/us/states/oh/people/andrea-white.md
+++ b/data/jurisdictions/us/states/oh/people/andrea-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 36"
+represents: "us/states/oh/districts/house/36"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 36 (OH State House of Representatives District 36).
 
+Represents [OH State House of Representatives District 36](/us/states/oh/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/andrew-brenner.md b/data/jurisdictions/us/states/oh/people/andrew-brenner.md
index 510336d07b..ae3b28db5d 100644
--- a/data/jurisdictions/us/states/oh/people/andrew-brenner.md
+++ b/data/jurisdictions/us/states/oh/people/andrew-brenner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 19"
+represents: "us/states/oh/districts/senate/19"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 19 (OH State Senate District 19).
 
+Represents [OH State Senate District 19](/us/states/oh/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/angie-king.md b/data/jurisdictions/us/states/oh/people/angie-king.md
index a57c694da0..49be039a8a 100644
--- a/data/jurisdictions/us/states/oh/people/angie-king.md
+++ b/data/jurisdictions/us/states/oh/people/angie-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 84"
+represents: "us/states/oh/districts/house/84"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 84 (OH State House of Representatives District 84).
 
+Represents [OH State House of Representatives District 84](/us/states/oh/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/anita-somani.md b/data/jurisdictions/us/states/oh/people/anita-somani.md
index 47633b7183..7d4a158afa 100644
--- a/data/jurisdictions/us/states/oh/people/anita-somani.md
+++ b/data/jurisdictions/us/states/oh/people/anita-somani.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 8"
+represents: "us/states/oh/districts/house/8"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 8 (OH State House of Representatives District 8).
 
+Represents [OH State House of Representatives District 8](/us/states/oh/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/ashley-bryant-bailey.md b/data/jurisdictions/us/states/oh/people/ashley-bryant-bailey.md
index f181fb14d9..1fcfe1c3bb 100644
--- a/data/jurisdictions/us/states/oh/people/ashley-bryant-bailey.md
+++ b/data/jurisdictions/us/states/oh/people/ashley-bryant-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 26"
+represents: "us/states/oh/districts/house/26"
 tenure:
   start: "2025-10-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 26 (OH State House of Representatives District 26).
 
+Represents [OH State House of Representatives District 26](/us/states/oh/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/bernie-willis.md b/data/jurisdictions/us/states/oh/people/bernie-willis.md
index 9fd613ee60..b6c5e8ce7f 100644
--- a/data/jurisdictions/us/states/oh/people/bernie-willis.md
+++ b/data/jurisdictions/us/states/oh/people/bernie-willis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 74"
+represents: "us/states/oh/districts/house/74"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 74 (OH State House of Representatives District 74).
 
+Represents [OH State House of Representatives District 74](/us/states/oh/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/beryl-piccolantonio.md b/data/jurisdictions/us/states/oh/people/beryl-piccolantonio.md
index db7e0a0581..d11b8cbf85 100644
--- a/data/jurisdictions/us/states/oh/people/beryl-piccolantonio.md
+++ b/data/jurisdictions/us/states/oh/people/beryl-piccolantonio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 4"
+represents: "us/states/oh/districts/house/4"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 4 (OH State House of Representatives District 4).
 
+Represents [OH State House of Representatives District 4](/us/states/oh/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/beth-lear.md b/data/jurisdictions/us/states/oh/people/beth-lear.md
index 23a9e206de..c9784267fe 100644
--- a/data/jurisdictions/us/states/oh/people/beth-lear.md
+++ b/data/jurisdictions/us/states/oh/people/beth-lear.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 61"
+represents: "us/states/oh/districts/house/61"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 61 (OH State House of Representatives District 61).
 
+Represents [OH State House of Representatives District 61](/us/states/oh/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/beth-liston.md b/data/jurisdictions/us/states/oh/people/beth-liston.md
index c4b216697b..8c8996f1a9 100644
--- a/data/jurisdictions/us/states/oh/people/beth-liston.md
+++ b/data/jurisdictions/us/states/oh/people/beth-liston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 16"
+represents: "us/states/oh/districts/senate/16"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 16 (OH State Senate District 16).
 
+Represents [OH State Senate District 16](/us/states/oh/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/bill-blessing.md b/data/jurisdictions/us/states/oh/people/bill-blessing.md
index 520ab05c0f..81a9325b02 100644
--- a/data/jurisdictions/us/states/oh/people/bill-blessing.md
+++ b/data/jurisdictions/us/states/oh/people/bill-blessing.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 8"
+represents: "us/states/oh/districts/senate/8"
 tenure:
   start: "2019-10-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 8 (OH State Senate District 8).
 
+Represents [OH State Senate District 8](/us/states/oh/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/bill-demora.md b/data/jurisdictions/us/states/oh/people/bill-demora.md
index ce4ccc6cf3..3818686385 100644
--- a/data/jurisdictions/us/states/oh/people/bill-demora.md
+++ b/data/jurisdictions/us/states/oh/people/bill-demora.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 25"
+represents: "us/states/oh/districts/senate/25"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 25 (OH State Senate District 25).
 
+Represents [OH State Senate District 25](/us/states/oh/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/bill-reineke.md b/data/jurisdictions/us/states/oh/people/bill-reineke.md
index 667bd68349..7ec4e964e4 100644
--- a/data/jurisdictions/us/states/oh/people/bill-reineke.md
+++ b/data/jurisdictions/us/states/oh/people/bill-reineke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 26"
+represents: "us/states/oh/districts/senate/26"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 26 (OH State Senate District 26).
 
+Represents [OH State Senate District 26](/us/states/oh/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/bill-roemer.md b/data/jurisdictions/us/states/oh/people/bill-roemer.md
index 5e8a471a01..97a07be3bc 100644
--- a/data/jurisdictions/us/states/oh/people/bill-roemer.md
+++ b/data/jurisdictions/us/states/oh/people/bill-roemer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 31"
+represents: "us/states/oh/districts/house/31"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 31 (OH State House of Representatives District 31).
 
+Represents [OH State House of Representatives District 31](/us/states/oh/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/bob-peterson.md b/data/jurisdictions/us/states/oh/people/bob-peterson.md
index 3020d78e0e..a0fb6e9edd 100644
--- a/data/jurisdictions/us/states/oh/people/bob-peterson.md
+++ b/data/jurisdictions/us/states/oh/people/bob-peterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 91"
+represents: "us/states/oh/districts/house/91"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 91 (OH State House of Representatives District 91).
 
+Represents [OH State House of Representatives District 91](/us/states/oh/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/brian-chavez.md b/data/jurisdictions/us/states/oh/people/brian-chavez.md
index 474fd913e1..41b901c645 100644
--- a/data/jurisdictions/us/states/oh/people/brian-chavez.md
+++ b/data/jurisdictions/us/states/oh/people/brian-chavez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 30"
+represents: "us/states/oh/districts/senate/30"
 tenure:
   start: "2023-12-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 30 (OH State Senate District 30).
 
+Represents [OH State Senate District 30](/us/states/oh/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/brian-lampton.md b/data/jurisdictions/us/states/oh/people/brian-lampton.md
index 4c572ef481..bc59ef6cc2 100644
--- a/data/jurisdictions/us/states/oh/people/brian-lampton.md
+++ b/data/jurisdictions/us/states/oh/people/brian-lampton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 70"
+represents: "us/states/oh/districts/house/70"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 70 (OH State House of Representatives District 70).
 
+Represents [OH State House of Representatives District 70](/us/states/oh/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/brian-lorenz.md b/data/jurisdictions/us/states/oh/people/brian-lorenz.md
index e600507084..9ae4b5edc8 100644
--- a/data/jurisdictions/us/states/oh/people/brian-lorenz.md
+++ b/data/jurisdictions/us/states/oh/people/brian-lorenz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 60"
+represents: "us/states/oh/districts/house/60"
 tenure:
   start: "2023-05-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 60 (OH State House of Representatives District 60).
 
+Represents [OH State House of Representatives District 60](/us/states/oh/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/brian-stewart.md b/data/jurisdictions/us/states/oh/people/brian-stewart.md
index f071e62c9d..26077c2bca 100644
--- a/data/jurisdictions/us/states/oh/people/brian-stewart.md
+++ b/data/jurisdictions/us/states/oh/people/brian-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 12"
+represents: "us/states/oh/districts/house/12"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 12 (OH State House of Representatives District 12).
 
+Represents [OH State House of Representatives District 12](/us/states/oh/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/bride-sweeney.md b/data/jurisdictions/us/states/oh/people/bride-sweeney.md
index 8bf862606d..09fb4a39c2 100644
--- a/data/jurisdictions/us/states/oh/people/bride-sweeney.md
+++ b/data/jurisdictions/us/states/oh/people/bride-sweeney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 16"
+represents: "us/states/oh/districts/house/16"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 16 (OH State House of Representatives District 16).
 
+Represents [OH State House of Representatives District 16](/us/states/oh/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/casey-weinstein.md b/data/jurisdictions/us/states/oh/people/casey-weinstein.md
index 622ec7ed09..5e7d76fb93 100644
--- a/data/jurisdictions/us/states/oh/people/casey-weinstein.md
+++ b/data/jurisdictions/us/states/oh/people/casey-weinstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 28"
+represents: "us/states/oh/districts/senate/28"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 28 (OH State Senate District 28).
 
+Represents [OH State Senate District 28](/us/states/oh/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/catherine-ingram.md b/data/jurisdictions/us/states/oh/people/catherine-ingram.md
index c7810d604d..60d450922f 100644
--- a/data/jurisdictions/us/states/oh/people/catherine-ingram.md
+++ b/data/jurisdictions/us/states/oh/people/catherine-ingram.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 9"
+represents: "us/states/oh/districts/senate/9"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 9 (OH State Senate District 9).
 
+Represents [OH State Senate District 9](/us/states/oh/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/cecil-thomas.md b/data/jurisdictions/us/states/oh/people/cecil-thomas.md
index 3e4b600d5c..20e44261fd 100644
--- a/data/jurisdictions/us/states/oh/people/cecil-thomas.md
+++ b/data/jurisdictions/us/states/oh/people/cecil-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 25"
+represents: "us/states/oh/districts/house/25"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 25 (OH State House of Representatives District 25).
 
+Represents [OH State House of Representatives District 25](/us/states/oh/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/chris-glassburn.md b/data/jurisdictions/us/states/oh/people/chris-glassburn.md
index c66badbb26..6f3b0b6762 100644
--- a/data/jurisdictions/us/states/oh/people/chris-glassburn.md
+++ b/data/jurisdictions/us/states/oh/people/chris-glassburn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 15"
+represents: "us/states/oh/districts/house/15"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 15 (OH State House of Representatives District 15).
 
+Represents [OH State House of Representatives District 15](/us/states/oh/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/christine-cockley.md b/data/jurisdictions/us/states/oh/people/christine-cockley.md
index b25f87a62e..469296952e 100644
--- a/data/jurisdictions/us/states/oh/people/christine-cockley.md
+++ b/data/jurisdictions/us/states/oh/people/christine-cockley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 6"
+represents: "us/states/oh/districts/house/6"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 6 (OH State House of Representatives District 6).
 
+Represents [OH State House of Representatives District 6](/us/states/oh/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/cindy-abrams.md b/data/jurisdictions/us/states/oh/people/cindy-abrams.md
index 5e679d8ea4..dccd666920 100644
--- a/data/jurisdictions/us/states/oh/people/cindy-abrams.md
+++ b/data/jurisdictions/us/states/oh/people/cindy-abrams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 29"
+represents: "us/states/oh/districts/house/29"
 tenure:
   start: "2019-10-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 29 (OH State House of Representatives District 29).
 
+Represents [OH State House of Representatives District 29](/us/states/oh/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/crystal-lett.md b/data/jurisdictions/us/states/oh/people/crystal-lett.md
index 8f1f7fe296..294d87bdf9 100644
--- a/data/jurisdictions/us/states/oh/people/crystal-lett.md
+++ b/data/jurisdictions/us/states/oh/people/crystal-lett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 11"
+represents: "us/states/oh/districts/house/11"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 11 (OH State House of Representatives District 11).
 
+Represents [OH State House of Representatives District 11](/us/states/oh/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/d-j-swearingen.md b/data/jurisdictions/us/states/oh/people/d-j-swearingen.md
index 32492abbc8..38e95c65ac 100644
--- a/data/jurisdictions/us/states/oh/people/d-j-swearingen.md
+++ b/data/jurisdictions/us/states/oh/people/d-j-swearingen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 89"
+represents: "us/states/oh/districts/house/89"
 tenure:
   start: "2019-08-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 89 (OH State House of Representatives District 89).
 
+Represents [OH State House of Representatives District 89](/us/states/oh/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/dan-troy.md b/data/jurisdictions/us/states/oh/people/dan-troy.md
index 0da1f62f6e..a2b4541f9c 100644
--- a/data/jurisdictions/us/states/oh/people/dan-troy.md
+++ b/data/jurisdictions/us/states/oh/people/dan-troy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 23"
+represents: "us/states/oh/districts/house/23"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 23 (OH State House of Representatives District 23).
 
+Represents [OH State House of Representatives District 23](/us/states/oh/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/dani-isaacsohn.md b/data/jurisdictions/us/states/oh/people/dani-isaacsohn.md
index 870fb0082b..1dfd1e972b 100644
--- a/data/jurisdictions/us/states/oh/people/dani-isaacsohn.md
+++ b/data/jurisdictions/us/states/oh/people/dani-isaacsohn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 24"
+represents: "us/states/oh/districts/house/24"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 24 (OH State House of Representatives District 24).
 
+Represents [OH State House of Representatives District 24](/us/states/oh/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/darnell-brewer.md b/data/jurisdictions/us/states/oh/people/darnell-brewer.md
index 801c941d11..48d74e3c58 100644
--- a/data/jurisdictions/us/states/oh/people/darnell-brewer.md
+++ b/data/jurisdictions/us/states/oh/people/darnell-brewer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 22"
+represents: "us/states/oh/districts/house/22"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 22 (OH State House of Representatives District 22).
 
+Represents [OH State House of Representatives District 22](/us/states/oh/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/david-thomas.md b/data/jurisdictions/us/states/oh/people/david-thomas.md
index 914f101348..eda7b25240 100644
--- a/data/jurisdictions/us/states/oh/people/david-thomas.md
+++ b/data/jurisdictions/us/states/oh/people/david-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 65"
+represents: "us/states/oh/districts/house/65"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 65 (OH State House of Representatives District 65).
 
+Represents [OH State House of Representatives District 65](/us/states/oh/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/derrick-hall.md b/data/jurisdictions/us/states/oh/people/derrick-hall.md
index 7401a4d425..bef3abde42 100644
--- a/data/jurisdictions/us/states/oh/people/derrick-hall.md
+++ b/data/jurisdictions/us/states/oh/people/derrick-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 34"
+represents: "us/states/oh/districts/house/34"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 34 (OH State House of Representatives District 34).
 
+Represents [OH State House of Representatives District 34](/us/states/oh/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/desiree-tims.md b/data/jurisdictions/us/states/oh/people/desiree-tims.md
index eafc075f95..b1600bdc8e 100644
--- a/data/jurisdictions/us/states/oh/people/desiree-tims.md
+++ b/data/jurisdictions/us/states/oh/people/desiree-tims.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 38"
+represents: "us/states/oh/districts/house/38"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 38 (OH State House of Representatives District 38).
 
+Represents [OH State House of Representatives District 38](/us/states/oh/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/diane-mullins.md b/data/jurisdictions/us/states/oh/people/diane-mullins.md
index 09354d68c8..203b2c2028 100644
--- a/data/jurisdictions/us/states/oh/people/diane-mullins.md
+++ b/data/jurisdictions/us/states/oh/people/diane-mullins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 47"
+represents: "us/states/oh/districts/house/47"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 47 (OH State House of Representatives District 47).
 
+Represents [OH State House of Representatives District 47](/us/states/oh/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/dontavius-jarrells.md b/data/jurisdictions/us/states/oh/people/dontavius-jarrells.md
index c141ef151c..51307c3e22 100644
--- a/data/jurisdictions/us/states/oh/people/dontavius-jarrells.md
+++ b/data/jurisdictions/us/states/oh/people/dontavius-jarrells.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 1"
+represents: "us/states/oh/districts/house/1"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 1 (OH State House of Representatives District 1).
 
+Represents [OH State House of Representatives District 1](/us/states/oh/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/elgin-rogers.md b/data/jurisdictions/us/states/oh/people/elgin-rogers.md
index 1ddbe4a359..baa294c165 100644
--- a/data/jurisdictions/us/states/oh/people/elgin-rogers.md
+++ b/data/jurisdictions/us/states/oh/people/elgin-rogers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 42"
+represents: "us/states/oh/districts/house/42"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 42 (OH State House of Representatives District 42).
 
+Represents [OH State House of Representatives District 42](/us/states/oh/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/eric-synenberg.md b/data/jurisdictions/us/states/oh/people/eric-synenberg.md
index 84e7d3ad23..16a80c3154 100644
--- a/data/jurisdictions/us/states/oh/people/eric-synenberg.md
+++ b/data/jurisdictions/us/states/oh/people/eric-synenberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 21"
+represents: "us/states/oh/districts/house/21"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 21 (OH State House of Representatives District 21).
 
+Represents [OH State House of Representatives District 21](/us/states/oh/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/erika-white.md b/data/jurisdictions/us/states/oh/people/erika-white.md
index 61db9b1469..03294e3f61 100644
--- a/data/jurisdictions/us/states/oh/people/erika-white.md
+++ b/data/jurisdictions/us/states/oh/people/erika-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 41"
+represents: "us/states/oh/districts/house/41"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 41 (OH State House of Representatives District 41).
 
+Represents [OH State House of Representatives District 41](/us/states/oh/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/gary-click.md b/data/jurisdictions/us/states/oh/people/gary-click.md
index 3e288471be..a3024f20c1 100644
--- a/data/jurisdictions/us/states/oh/people/gary-click.md
+++ b/data/jurisdictions/us/states/oh/people/gary-click.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 88"
+represents: "us/states/oh/districts/house/88"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 88 (OH State House of Representatives District 88).
 
+Represents [OH State House of Representatives District 88](/us/states/oh/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/gayle-manning.md b/data/jurisdictions/us/states/oh/people/gayle-manning.md
index 327df46cd1..0fbd92af78 100644
--- a/data/jurisdictions/us/states/oh/people/gayle-manning.md
+++ b/data/jurisdictions/us/states/oh/people/gayle-manning.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 52"
+represents: "us/states/oh/districts/house/52"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 52 (OH State House of Representatives District 52).
 
+Represents [OH State House of Representatives District 52](/us/states/oh/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/george-lang.md b/data/jurisdictions/us/states/oh/people/george-lang.md
index 0b00bf2d1d..307ed0b4ad 100644
--- a/data/jurisdictions/us/states/oh/people/george-lang.md
+++ b/data/jurisdictions/us/states/oh/people/george-lang.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 4"
+represents: "us/states/oh/districts/senate/4"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 4 (OH State Senate District 4).
 
+Represents [OH State Senate District 4](/us/states/oh/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/haraz-ghanbari.md b/data/jurisdictions/us/states/oh/people/haraz-ghanbari.md
index d9245f5945..dac8bf4a78 100644
--- a/data/jurisdictions/us/states/oh/people/haraz-ghanbari.md
+++ b/data/jurisdictions/us/states/oh/people/haraz-ghanbari.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 75"
+represents: "us/states/oh/districts/house/75"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 75 (OH State House of Representatives District 75).
 
+Represents [OH State House of Representatives District 75](/us/states/oh/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/hearcel-craig.md b/data/jurisdictions/us/states/oh/people/hearcel-craig.md
index 4e62d87fe9..6815479167 100644
--- a/data/jurisdictions/us/states/oh/people/hearcel-craig.md
+++ b/data/jurisdictions/us/states/oh/people/hearcel-craig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 15"
+represents: "us/states/oh/districts/senate/15"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 15 (OH State Senate District 15).
 
+Represents [OH State Senate District 15](/us/states/oh/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/heidi-workman.md b/data/jurisdictions/us/states/oh/people/heidi-workman.md
index 4a9bcefef4..95f9c3b009 100644
--- a/data/jurisdictions/us/states/oh/people/heidi-workman.md
+++ b/data/jurisdictions/us/states/oh/people/heidi-workman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 72"
+represents: "us/states/oh/districts/house/72"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 72 (OH State House of Representatives District 72).
 
+Represents [OH State House of Representatives District 72](/us/states/oh/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/ismail-mohamed.md b/data/jurisdictions/us/states/oh/people/ismail-mohamed.md
index 0d060b2aba..232d160bf3 100644
--- a/data/jurisdictions/us/states/oh/people/ismail-mohamed.md
+++ b/data/jurisdictions/us/states/oh/people/ismail-mohamed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 3"
+represents: "us/states/oh/districts/house/3"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 3 (OH State House of Representatives District 3).
 
+Represents [OH State House of Representatives District 3](/us/states/oh/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jack-daniels.md b/data/jurisdictions/us/states/oh/people/jack-daniels.md
index 0f2ee26c1a..c037235f88 100644
--- a/data/jurisdictions/us/states/oh/people/jack-daniels.md
+++ b/data/jurisdictions/us/states/oh/people/jack-daniels.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 32"
+represents: "us/states/oh/districts/house/32"
 tenure:
   start: "2024-04-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 32 (OH State House of Representatives District 32).
 
+Represents [OH State House of Representatives District 32](/us/states/oh/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jamie-callender.md b/data/jurisdictions/us/states/oh/people/jamie-callender.md
index addeaaf7d2..14df707d24 100644
--- a/data/jurisdictions/us/states/oh/people/jamie-callender.md
+++ b/data/jurisdictions/us/states/oh/people/jamie-callender.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 57"
+represents: "us/states/oh/districts/house/57"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 57 (OH State House of Representatives District 57).
 
+Represents [OH State House of Representatives District 57](/us/states/oh/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jane-timken.md b/data/jurisdictions/us/states/oh/people/jane-timken.md
index aefb455270..f21871a4fa 100644
--- a/data/jurisdictions/us/states/oh/people/jane-timken.md
+++ b/data/jurisdictions/us/states/oh/people/jane-timken.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 29"
+represents: "us/states/oh/districts/senate/29"
 tenure:
   start: "2025-01-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 29 (OH State Senate District 29).
 
+Represents [OH State Senate District 29](/us/states/oh/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jason-stephens.md b/data/jurisdictions/us/states/oh/people/jason-stephens.md
index e8ecf57005..2a53963308 100644
--- a/data/jurisdictions/us/states/oh/people/jason-stephens.md
+++ b/data/jurisdictions/us/states/oh/people/jason-stephens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 93"
+represents: "us/states/oh/districts/house/93"
 tenure:
   start: "2019-10-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 93 (OH State House of Representatives District 93).
 
+Represents [OH State House of Representatives District 93](/us/states/oh/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jean-schmidt.md b/data/jurisdictions/us/states/oh/people/jean-schmidt.md
index 6a698f36f3..c1637ed638 100644
--- a/data/jurisdictions/us/states/oh/people/jean-schmidt.md
+++ b/data/jurisdictions/us/states/oh/people/jean-schmidt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 62"
+represents: "us/states/oh/districts/house/62"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 62 (OH State House of Representatives District 62).
 
+Represents [OH State House of Representatives District 62](/us/states/oh/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jeff-lare.md b/data/jurisdictions/us/states/oh/people/jeff-lare.md
index 31a6c26285..2aa427895b 100644
--- a/data/jurisdictions/us/states/oh/people/jeff-lare.md
+++ b/data/jurisdictions/us/states/oh/people/jeff-lare.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 73"
+represents: "us/states/oh/districts/house/73"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 73 (OH State House of Representatives District 73).
 
+Represents [OH State House of Representatives District 73](/us/states/oh/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jennifer-gross.md b/data/jurisdictions/us/states/oh/people/jennifer-gross.md
index 42af5174af..4a1c136170 100644
--- a/data/jurisdictions/us/states/oh/people/jennifer-gross.md
+++ b/data/jurisdictions/us/states/oh/people/jennifer-gross.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 45"
+represents: "us/states/oh/districts/house/45"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 45 (OH State House of Representatives District 45).
 
+Represents [OH State House of Representatives District 45](/us/states/oh/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jerry-cirino.md b/data/jurisdictions/us/states/oh/people/jerry-cirino.md
index 2a829e4de9..80a645b043 100644
--- a/data/jurisdictions/us/states/oh/people/jerry-cirino.md
+++ b/data/jurisdictions/us/states/oh/people/jerry-cirino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 18"
+represents: "us/states/oh/districts/senate/18"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 18 (OH State Senate District 18).
 
+Represents [OH State Senate District 18](/us/states/oh/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jim-hoops.md b/data/jurisdictions/us/states/oh/people/jim-hoops.md
index f29845910b..753a28193b 100644
--- a/data/jurisdictions/us/states/oh/people/jim-hoops.md
+++ b/data/jurisdictions/us/states/oh/people/jim-hoops.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 81"
+represents: "us/states/oh/districts/house/81"
 tenure:
   start: "2018-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 81 (OH State House of Representatives District 81).
 
+Represents [OH State House of Representatives District 81](/us/states/oh/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jim-thomas.md b/data/jurisdictions/us/states/oh/people/jim-thomas.md
index 2e58e2b4c7..6fb030a55d 100644
--- a/data/jurisdictions/us/states/oh/people/jim-thomas.md
+++ b/data/jurisdictions/us/states/oh/people/jim-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 49"
+represents: "us/states/oh/districts/house/49"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 49 (OH State House of Representatives District 49).
 
+Represents [OH State House of Representatives District 49](/us/states/oh/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/jodi-salvo.md b/data/jurisdictions/us/states/oh/people/jodi-salvo.md
index 35fdfe539e..acfeb6a22f 100644
--- a/data/jurisdictions/us/states/oh/people/jodi-salvo.md
+++ b/data/jurisdictions/us/states/oh/people/jodi-salvo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 51"
+represents: "us/states/oh/districts/house/51"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 51 (OH State House of Representatives District 51).
 
+Represents [OH State House of Representatives District 51](/us/states/oh/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/joe-miller.md b/data/jurisdictions/us/states/oh/people/joe-miller.md
index ecf96422e0..3218200c35 100644
--- a/data/jurisdictions/us/states/oh/people/joe-miller.md
+++ b/data/jurisdictions/us/states/oh/people/joe-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 53"
+represents: "us/states/oh/districts/house/53"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 53 (OH State House of Representatives District 53).
 
+Represents [OH State House of Representatives District 53](/us/states/oh/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/johnathan-newman.md b/data/jurisdictions/us/states/oh/people/johnathan-newman.md
index 3fb58bbe10..777929b988 100644
--- a/data/jurisdictions/us/states/oh/people/johnathan-newman.md
+++ b/data/jurisdictions/us/states/oh/people/johnathan-newman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 80"
+represents: "us/states/oh/districts/house/80"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 80 (OH State House of Representatives District 80).
 
+Represents [OH State House of Representatives District 80](/us/states/oh/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/josh-williams.md b/data/jurisdictions/us/states/oh/people/josh-williams.md
index 2759e4952b..79bfaf2c09 100644
--- a/data/jurisdictions/us/states/oh/people/josh-williams.md
+++ b/data/jurisdictions/us/states/oh/people/josh-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 44"
+represents: "us/states/oh/districts/house/44"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 44 (OH State House of Representatives District 44).
 
+Represents [OH State House of Representatives District 44](/us/states/oh/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/juanita-brent.md b/data/jurisdictions/us/states/oh/people/juanita-brent.md
index ac01345813..3913d6aba2 100644
--- a/data/jurisdictions/us/states/oh/people/juanita-brent.md
+++ b/data/jurisdictions/us/states/oh/people/juanita-brent.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 18"
+represents: "us/states/oh/districts/house/18"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 18 (OH State House of Representatives District 18).
 
+Represents [OH State House of Representatives District 18](/us/states/oh/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/justin-pizzulli.md b/data/jurisdictions/us/states/oh/people/justin-pizzulli.md
index cfabd951a6..25d86a8f2e 100644
--- a/data/jurisdictions/us/states/oh/people/justin-pizzulli.md
+++ b/data/jurisdictions/us/states/oh/people/justin-pizzulli.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 90"
+represents: "us/states/oh/districts/house/90"
 tenure:
   start: "2023-05-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 90 (OH State House of Representatives District 90).
 
+Represents [OH State House of Representatives District 90](/us/states/oh/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/karen-brownlee.md b/data/jurisdictions/us/states/oh/people/karen-brownlee.md
index c1498676f5..a48b4640b8 100644
--- a/data/jurisdictions/us/states/oh/people/karen-brownlee.md
+++ b/data/jurisdictions/us/states/oh/people/karen-brownlee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 28"
+represents: "us/states/oh/districts/house/28"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 28 (OH State House of Representatives District 28).
 
+Represents [OH State House of Representatives District 28](/us/states/oh/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/kellie-deeter.md b/data/jurisdictions/us/states/oh/people/kellie-deeter.md
index 973a8f0f59..e0c3a2a620 100644
--- a/data/jurisdictions/us/states/oh/people/kellie-deeter.md
+++ b/data/jurisdictions/us/states/oh/people/kellie-deeter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 54"
+represents: "us/states/oh/districts/house/54"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 54 (OH State House of Representatives District 54).
 
+Represents [OH State House of Representatives District 54](/us/states/oh/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/kent-smith.md b/data/jurisdictions/us/states/oh/people/kent-smith.md
index e2602fbcaa..d3abd4b6d5 100644
--- a/data/jurisdictions/us/states/oh/people/kent-smith.md
+++ b/data/jurisdictions/us/states/oh/people/kent-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 21"
+represents: "us/states/oh/districts/senate/21"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 21 (OH State Senate District 21).
 
+Represents [OH State Senate District 21](/us/states/oh/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/kevin-miller.md b/data/jurisdictions/us/states/oh/people/kevin-miller.md
index 1a9ddc6980..9f32b4f7dc 100644
--- a/data/jurisdictions/us/states/oh/people/kevin-miller.md
+++ b/data/jurisdictions/us/states/oh/people/kevin-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 69"
+represents: "us/states/oh/districts/house/69"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 69 (OH State House of Representatives District 69).
 
+Represents [OH State House of Representatives District 69](/us/states/oh/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/kevin-ritter.md b/data/jurisdictions/us/states/oh/people/kevin-ritter.md
index a91dfa90ed..9ef5d17867 100644
--- a/data/jurisdictions/us/states/oh/people/kevin-ritter.md
+++ b/data/jurisdictions/us/states/oh/people/kevin-ritter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 94"
+represents: "us/states/oh/districts/house/94"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 94 (OH State House of Representatives District 94).
 
+Represents [OH State House of Representatives District 94](/us/states/oh/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/kristina-roegner.md b/data/jurisdictions/us/states/oh/people/kristina-roegner.md
index 846ef6fef7..5489bb4876 100644
--- a/data/jurisdictions/us/states/oh/people/kristina-roegner.md
+++ b/data/jurisdictions/us/states/oh/people/kristina-roegner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 27"
+represents: "us/states/oh/districts/senate/27"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 27 (OH State Senate District 27).
 
+Represents [OH State Senate District 27](/us/states/oh/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/kyle-koehler.md b/data/jurisdictions/us/states/oh/people/kyle-koehler.md
index 8daf6651d4..454a3b546a 100644
--- a/data/jurisdictions/us/states/oh/people/kyle-koehler.md
+++ b/data/jurisdictions/us/states/oh/people/kyle-koehler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 10"
+represents: "us/states/oh/districts/senate/10"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 10 (OH State Senate District 10).
 
+Represents [OH State Senate District 10](/us/states/oh/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/latyna-humphrey.md b/data/jurisdictions/us/states/oh/people/latyna-humphrey.md
index 34e81c1e41..2dc0e36258 100644
--- a/data/jurisdictions/us/states/oh/people/latyna-humphrey.md
+++ b/data/jurisdictions/us/states/oh/people/latyna-humphrey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 2"
+represents: "us/states/oh/districts/house/2"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 2 (OH State House of Representatives District 2).
 
+Represents [OH State House of Representatives District 2](/us/states/oh/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/lauren-mcnally.md b/data/jurisdictions/us/states/oh/people/lauren-mcnally.md
index 6da4e9f847..e060f58610 100644
--- a/data/jurisdictions/us/states/oh/people/lauren-mcnally.md
+++ b/data/jurisdictions/us/states/oh/people/lauren-mcnally.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 58"
+represents: "us/states/oh/districts/house/58"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 58 (OH State House of Representatives District 58).
 
+Represents [OH State House of Representatives District 58](/us/states/oh/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/levi-dean.md b/data/jurisdictions/us/states/oh/people/levi-dean.md
index bb05f7a408..699ed5ee47 100644
--- a/data/jurisdictions/us/states/oh/people/levi-dean.md
+++ b/data/jurisdictions/us/states/oh/people/levi-dean.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 71"
+represents: "us/states/oh/districts/house/71"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 71 (OH State House of Representatives District 71).
 
+Represents [OH State House of Representatives District 71](/us/states/oh/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/marilyn-john.md b/data/jurisdictions/us/states/oh/people/marilyn-john.md
index 7ea9bfc9dc..d15f5ba433 100644
--- a/data/jurisdictions/us/states/oh/people/marilyn-john.md
+++ b/data/jurisdictions/us/states/oh/people/marilyn-john.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 76"
+represents: "us/states/oh/districts/house/76"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 76 (OH State House of Representatives District 76).
 
+Represents [OH State House of Representatives District 76](/us/states/oh/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/mark-hiner.md b/data/jurisdictions/us/states/oh/people/mark-hiner.md
index a02fe528cb..a66b58119f 100644
--- a/data/jurisdictions/us/states/oh/people/mark-hiner.md
+++ b/data/jurisdictions/us/states/oh/people/mark-hiner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 98"
+represents: "us/states/oh/districts/house/98"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 98 (OH State House of Representatives District 98).
 
+Represents [OH State House of Representatives District 98](/us/states/oh/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/mark-johnson.md b/data/jurisdictions/us/states/oh/people/mark-johnson.md
index 952aafedd5..4c099050ca 100644
--- a/data/jurisdictions/us/states/oh/people/mark-johnson.md
+++ b/data/jurisdictions/us/states/oh/people/mark-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 92"
+represents: "us/states/oh/districts/house/92"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 92 (OH State House of Representatives District 92).
 
+Represents [OH State House of Representatives District 92](/us/states/oh/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/mark-romanchuk.md b/data/jurisdictions/us/states/oh/people/mark-romanchuk.md
index 4cc31c1927..40498edc84 100644
--- a/data/jurisdictions/us/states/oh/people/mark-romanchuk.md
+++ b/data/jurisdictions/us/states/oh/people/mark-romanchuk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 22"
+represents: "us/states/oh/districts/senate/22"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 22 (OH State Senate District 22).
 
+Represents [OH State Senate District 22](/us/states/oh/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/mark-sigrist.md b/data/jurisdictions/us/states/oh/people/mark-sigrist.md
index 4c07c79de5..04c51ad2f3 100644
--- a/data/jurisdictions/us/states/oh/people/mark-sigrist.md
+++ b/data/jurisdictions/us/states/oh/people/mark-sigrist.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 10"
+represents: "us/states/oh/districts/house/10"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 10 (OH State House of Representatives District 10).
 
+Represents [OH State House of Representatives District 10](/us/states/oh/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/matt-huffman.md b/data/jurisdictions/us/states/oh/people/matt-huffman.md
index b65683dbe1..160de40bf7 100644
--- a/data/jurisdictions/us/states/oh/people/matt-huffman.md
+++ b/data/jurisdictions/us/states/oh/people/matt-huffman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 78"
+represents: "us/states/oh/districts/house/78"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 78 (OH State House of Representatives District 78).
 
+Represents [OH State House of Representatives District 78](/us/states/oh/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/matt-kishman.md b/data/jurisdictions/us/states/oh/people/matt-kishman.md
index 3acd8269fe..23515626b0 100644
--- a/data/jurisdictions/us/states/oh/people/matt-kishman.md
+++ b/data/jurisdictions/us/states/oh/people/matt-kishman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 50"
+represents: "us/states/oh/districts/house/50"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 50 (OH State House of Representatives District 50).
 
+Represents [OH State House of Representatives District 50](/us/states/oh/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/melanie-miller.md b/data/jurisdictions/us/states/oh/people/melanie-miller.md
index 82ca1b62a1..de2556ef80 100644
--- a/data/jurisdictions/us/states/oh/people/melanie-miller.md
+++ b/data/jurisdictions/us/states/oh/people/melanie-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 67"
+represents: "us/states/oh/districts/house/67"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 67 (OH State House of Representatives District 67).
 
+Represents [OH State House of Representatives District 67](/us/states/oh/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/meredith-craig.md b/data/jurisdictions/us/states/oh/people/meredith-craig.md
index 52caafd480..911c1e5261 100644
--- a/data/jurisdictions/us/states/oh/people/meredith-craig.md
+++ b/data/jurisdictions/us/states/oh/people/meredith-craig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 77"
+represents: "us/states/oh/districts/house/77"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 77 (OH State House of Representatives District 77).
 
+Represents [OH State House of Representatives District 77](/us/states/oh/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/meredith-lawsonrowe.md b/data/jurisdictions/us/states/oh/people/meredith-lawsonrowe.md
index 2d1497367a..b4e637a271 100644
--- a/data/jurisdictions/us/states/oh/people/meredith-lawsonrowe.md
+++ b/data/jurisdictions/us/states/oh/people/meredith-lawsonrowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 5"
+represents: "us/states/oh/districts/house/5"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 5 (OH State House of Representatives District 5).
 
+Represents [OH State House of Representatives District 5](/us/states/oh/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/michele-grim.md b/data/jurisdictions/us/states/oh/people/michele-grim.md
index 6681404a85..99fe6125ba 100644
--- a/data/jurisdictions/us/states/oh/people/michele-grim.md
+++ b/data/jurisdictions/us/states/oh/people/michele-grim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 43"
+represents: "us/states/oh/districts/house/43"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 43 (OH State House of Representatives District 43).
 
+Represents [OH State House of Representatives District 43](/us/states/oh/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/michele-reynolds.md b/data/jurisdictions/us/states/oh/people/michele-reynolds.md
index 6298139d48..00d7ebbb29 100644
--- a/data/jurisdictions/us/states/oh/people/michele-reynolds.md
+++ b/data/jurisdictions/us/states/oh/people/michele-reynolds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 3"
+represents: "us/states/oh/districts/senate/3"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 3 (OH State Senate District 3).
 
+Represents [OH State Senate District 3](/us/states/oh/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/michelle-teska.md b/data/jurisdictions/us/states/oh/people/michelle-teska.md
index e1e66f7523..2de3213fa0 100644
--- a/data/jurisdictions/us/states/oh/people/michelle-teska.md
+++ b/data/jurisdictions/us/states/oh/people/michelle-teska.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 55"
+represents: "us/states/oh/districts/house/55"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 55 (OH State House of Representatives District 55).
 
+Represents [OH State House of Representatives District 55](/us/states/oh/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/mike-dovilla.md b/data/jurisdictions/us/states/oh/people/mike-dovilla.md
index a508683099..fa9d302336 100644
--- a/data/jurisdictions/us/states/oh/people/mike-dovilla.md
+++ b/data/jurisdictions/us/states/oh/people/mike-dovilla.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 17"
+represents: "us/states/oh/districts/house/17"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 17 (OH State House of Representatives District 17).
 
+Represents [OH State House of Representatives District 17](/us/states/oh/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/mike-odioso.md b/data/jurisdictions/us/states/oh/people/mike-odioso.md
index 0926aa687b..8f3e065c6e 100644
--- a/data/jurisdictions/us/states/oh/people/mike-odioso.md
+++ b/data/jurisdictions/us/states/oh/people/mike-odioso.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 30"
+represents: "us/states/oh/districts/house/30"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 30 (OH State House of Representatives District 30).
 
+Represents [OH State House of Representatives District 30](/us/states/oh/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/monica-blasdel.md b/data/jurisdictions/us/states/oh/people/monica-blasdel.md
index a318a460b6..11e0956339 100644
--- a/data/jurisdictions/us/states/oh/people/monica-blasdel.md
+++ b/data/jurisdictions/us/states/oh/people/monica-blasdel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 79"
+represents: "us/states/oh/districts/house/79"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 79 (OH State House of Representatives District 79).
 
+Represents [OH State House of Representatives District 79](/us/states/oh/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/munira-abdullahi.md b/data/jurisdictions/us/states/oh/people/munira-abdullahi.md
index 909471fbfa..c9eac231c5 100644
--- a/data/jurisdictions/us/states/oh/people/munira-abdullahi.md
+++ b/data/jurisdictions/us/states/oh/people/munira-abdullahi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 9"
+represents: "us/states/oh/districts/house/9"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 9 (OH State House of Representatives District 9).
 
+Represents [OH State House of Representatives District 9](/us/states/oh/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/nathan-manning.md b/data/jurisdictions/us/states/oh/people/nathan-manning.md
index 0b2ed9b158..c598a6d5f9 100644
--- a/data/jurisdictions/us/states/oh/people/nathan-manning.md
+++ b/data/jurisdictions/us/states/oh/people/nathan-manning.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 13"
+represents: "us/states/oh/districts/senate/13"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 13 (OH State Senate District 13).
 
+Represents [OH State Senate District 13](/us/states/oh/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/nick-santucci.md b/data/jurisdictions/us/states/oh/people/nick-santucci.md
index efe2a18f1b..0096f3f574 100644
--- a/data/jurisdictions/us/states/oh/people/nick-santucci.md
+++ b/data/jurisdictions/us/states/oh/people/nick-santucci.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 64"
+represents: "us/states/oh/districts/house/64"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 64 (OH State House of Representatives District 64).
 
+Represents [OH State House of Representatives District 64](/us/states/oh/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/nickie-antonio.md b/data/jurisdictions/us/states/oh/people/nickie-antonio.md
index 55baa621a5..280f1d9339 100644
--- a/data/jurisdictions/us/states/oh/people/nickie-antonio.md
+++ b/data/jurisdictions/us/states/oh/people/nickie-antonio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 23"
+represents: "us/states/oh/districts/senate/23"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 23 (OH State Senate District 23).
 
+Represents [OH State Senate District 23](/us/states/oh/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/paula-hicks-hudson.md b/data/jurisdictions/us/states/oh/people/paula-hicks-hudson.md
index 1dc515e3da..b1f56984eb 100644
--- a/data/jurisdictions/us/states/oh/people/paula-hicks-hudson.md
+++ b/data/jurisdictions/us/states/oh/people/paula-hicks-hudson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 11"
+represents: "us/states/oh/districts/senate/11"
 tenure:
   start: "2022-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 11 (OH State Senate District 11).
 
+Represents [OH State Senate District 11](/us/states/oh/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/phil-plummer.md b/data/jurisdictions/us/states/oh/people/phil-plummer.md
index 3b48d83ec8..f2d30652e8 100644
--- a/data/jurisdictions/us/states/oh/people/phil-plummer.md
+++ b/data/jurisdictions/us/states/oh/people/phil-plummer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 39"
+represents: "us/states/oh/districts/house/39"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 39 (OH State House of Representatives District 39).
 
+Represents [OH State House of Representatives District 39](/us/states/oh/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/phil-robinson.md b/data/jurisdictions/us/states/oh/people/phil-robinson.md
index 15b381061c..49834edcd2 100644
--- a/data/jurisdictions/us/states/oh/people/phil-robinson.md
+++ b/data/jurisdictions/us/states/oh/people/phil-robinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 19"
+represents: "us/states/oh/districts/house/19"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 19 (OH State House of Representatives District 19).
 
+Represents [OH State House of Representatives District 19](/us/states/oh/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/rachel-baker.md b/data/jurisdictions/us/states/oh/people/rachel-baker.md
index 20f4b0d361..035b425ba9 100644
--- a/data/jurisdictions/us/states/oh/people/rachel-baker.md
+++ b/data/jurisdictions/us/states/oh/people/rachel-baker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 27"
+represents: "us/states/oh/districts/house/27"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 27 (OH State House of Representatives District 27).
 
+Represents [OH State House of Representatives District 27](/us/states/oh/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/riordan-mcclain.md b/data/jurisdictions/us/states/oh/people/riordan-mcclain.md
index 14487a898a..904705a7fb 100644
--- a/data/jurisdictions/us/states/oh/people/riordan-mcclain.md
+++ b/data/jurisdictions/us/states/oh/people/riordan-mcclain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 87"
+represents: "us/states/oh/districts/house/87"
 tenure:
   start: "2018-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 87 (OH State House of Representatives District 87).
 
+Represents [OH State House of Representatives District 87](/us/states/oh/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/rob-mccolley.md b/data/jurisdictions/us/states/oh/people/rob-mccolley.md
index 602f36b820..ff03f465fc 100644
--- a/data/jurisdictions/us/states/oh/people/rob-mccolley.md
+++ b/data/jurisdictions/us/states/oh/people/rob-mccolley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 1"
+represents: "us/states/oh/districts/senate/1"
 tenure:
   start: "2017-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 1 (OH State Senate District 1).
 
+Represents [OH State Senate District 1](/us/states/oh/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/rodney-creech.md b/data/jurisdictions/us/states/oh/people/rodney-creech.md
index 21d7c0eaf9..77d8434b93 100644
--- a/data/jurisdictions/us/states/oh/people/rodney-creech.md
+++ b/data/jurisdictions/us/states/oh/people/rodney-creech.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 40"
+represents: "us/states/oh/districts/house/40"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 40 (OH State House of Representatives District 40).
 
+Represents [OH State House of Representatives District 40](/us/states/oh/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/ron-ferguson.md b/data/jurisdictions/us/states/oh/people/ron-ferguson.md
index 8ce96b1196..e005edd8ee 100644
--- a/data/jurisdictions/us/states/oh/people/ron-ferguson.md
+++ b/data/jurisdictions/us/states/oh/people/ron-ferguson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 96"
+represents: "us/states/oh/districts/house/96"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 96 (OH State House of Representatives District 96).
 
+Represents [OH State House of Representatives District 96](/us/states/oh/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/roy-klopfenstein.md b/data/jurisdictions/us/states/oh/people/roy-klopfenstein.md
index 495c3ed7dc..a4df43e2dc 100644
--- a/data/jurisdictions/us/states/oh/people/roy-klopfenstein.md
+++ b/data/jurisdictions/us/states/oh/people/roy-klopfenstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 82"
+represents: "us/states/oh/districts/house/82"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 82 (OH State House of Representatives District 82).
 
+Represents [OH State House of Representatives District 82](/us/states/oh/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/sandy-o-brien.md b/data/jurisdictions/us/states/oh/people/sandy-o-brien.md
index 05d4625e87..250c7d0b2e 100644
--- a/data/jurisdictions/us/states/oh/people/sandy-o-brien.md
+++ b/data/jurisdictions/us/states/oh/people/sandy-o-brien.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 32"
+represents: "us/states/oh/districts/senate/32"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 32 (OH State Senate District 32).
 
+Represents [OH State Senate District 32](/us/states/oh/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/sarah-fowler-arthur.md b/data/jurisdictions/us/states/oh/people/sarah-fowler-arthur.md
index 44da590579..05adcdc352 100644
--- a/data/jurisdictions/us/states/oh/people/sarah-fowler-arthur.md
+++ b/data/jurisdictions/us/states/oh/people/sarah-fowler-arthur.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 99"
+represents: "us/states/oh/districts/house/99"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 99 (OH State House of Representatives District 99).
 
+Represents [OH State House of Representatives District 99](/us/states/oh/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/scott-oelslager.md b/data/jurisdictions/us/states/oh/people/scott-oelslager.md
index e541bac580..7d433a34e8 100644
--- a/data/jurisdictions/us/states/oh/people/scott-oelslager.md
+++ b/data/jurisdictions/us/states/oh/people/scott-oelslager.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 48"
+represents: "us/states/oh/districts/house/48"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 48 (OH State House of Representatives District 48).
 
+Represents [OH State House of Representatives District 48](/us/states/oh/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/sean-brennan.md b/data/jurisdictions/us/states/oh/people/sean-brennan.md
index 05b0f06585..06659cf0be 100644
--- a/data/jurisdictions/us/states/oh/people/sean-brennan.md
+++ b/data/jurisdictions/us/states/oh/people/sean-brennan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 14"
+represents: "us/states/oh/districts/house/14"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 14 (OH State House of Representatives District 14).
 
+Represents [OH State House of Representatives District 14](/us/states/oh/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/shane-wilkin.md b/data/jurisdictions/us/states/oh/people/shane-wilkin.md
index 9af3fac3c4..ae759f4320 100644
--- a/data/jurisdictions/us/states/oh/people/shane-wilkin.md
+++ b/data/jurisdictions/us/states/oh/people/shane-wilkin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 17"
+represents: "us/states/oh/districts/senate/17"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 17 (OH State Senate District 17).
 
+Represents [OH State Senate District 17](/us/states/oh/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/sharon-ray.md b/data/jurisdictions/us/states/oh/people/sharon-ray.md
index 6db0aedb38..25ef7b9f0c 100644
--- a/data/jurisdictions/us/states/oh/people/sharon-ray.md
+++ b/data/jurisdictions/us/states/oh/people/sharon-ray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 66"
+represents: "us/states/oh/districts/house/66"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 66 (OH State House of Representatives District 66).
 
+Represents [OH State House of Representatives District 66](/us/states/oh/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/steve-demetriou.md b/data/jurisdictions/us/states/oh/people/steve-demetriou.md
index 6712a2f597..9cdcf3ac97 100644
--- a/data/jurisdictions/us/states/oh/people/steve-demetriou.md
+++ b/data/jurisdictions/us/states/oh/people/steve-demetriou.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 35"
+represents: "us/states/oh/districts/house/35"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 35 (OH State House of Representatives District 35).
 
+Represents [OH State House of Representatives District 35](/us/states/oh/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/steve-huffman.md b/data/jurisdictions/us/states/oh/people/steve-huffman.md
index e30fc10465..296de0b92a 100644
--- a/data/jurisdictions/us/states/oh/people/steve-huffman.md
+++ b/data/jurisdictions/us/states/oh/people/steve-huffman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 5"
+represents: "us/states/oh/districts/senate/5"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 5 (OH State Senate District 5).
 
+Represents [OH State Senate District 5](/us/states/oh/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/steve-wilson.md b/data/jurisdictions/us/states/oh/people/steve-wilson.md
index c681dca4b0..4d8c19c988 100644
--- a/data/jurisdictions/us/states/oh/people/steve-wilson.md
+++ b/data/jurisdictions/us/states/oh/people/steve-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 7"
+represents: "us/states/oh/districts/senate/7"
 tenure:
   start: "2017-01-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 7 (OH State Senate District 7).
 
+Represents [OH State Senate District 7](/us/states/oh/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/susan-manchester.md b/data/jurisdictions/us/states/oh/people/susan-manchester.md
index cec64f60fc..09a3418be6 100644
--- a/data/jurisdictions/us/states/oh/people/susan-manchester.md
+++ b/data/jurisdictions/us/states/oh/people/susan-manchester.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 12"
+represents: "us/states/oh/districts/senate/12"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 12 (OH State Senate District 12).
 
+Represents [OH State Senate District 12](/us/states/oh/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/terrence-upchurch.md b/data/jurisdictions/us/states/oh/people/terrence-upchurch.md
index 33bcc02867..0d32b4f8f3 100644
--- a/data/jurisdictions/us/states/oh/people/terrence-upchurch.md
+++ b/data/jurisdictions/us/states/oh/people/terrence-upchurch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 20"
+represents: "us/states/oh/districts/house/20"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 20 (OH State House of Representatives District 20).
 
+Represents [OH State House of Representatives District 20](/us/states/oh/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/terry-johnson.md b/data/jurisdictions/us/states/oh/people/terry-johnson.md
index bcc1a7c52e..7b6a300035 100644
--- a/data/jurisdictions/us/states/oh/people/terry-johnson.md
+++ b/data/jurisdictions/us/states/oh/people/terry-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 14"
+represents: "us/states/oh/districts/senate/14"
 tenure:
   start: "2019-09-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 14 (OH State Senate District 14).
 
+Represents [OH State Senate District 14](/us/states/oh/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/tex-fischer.md b/data/jurisdictions/us/states/oh/people/tex-fischer.md
index dfe103c3a8..0028a0765a 100644
--- a/data/jurisdictions/us/states/oh/people/tex-fischer.md
+++ b/data/jurisdictions/us/states/oh/people/tex-fischer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 59"
+represents: "us/states/oh/districts/house/59"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 59 (OH State House of Representatives District 59).
 
+Represents [OH State House of Representatives District 59](/us/states/oh/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/thad-claggett.md b/data/jurisdictions/us/states/oh/people/thad-claggett.md
index 33828ed537..3499740eca 100644
--- a/data/jurisdictions/us/states/oh/people/thad-claggett.md
+++ b/data/jurisdictions/us/states/oh/people/thad-claggett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 68"
+represents: "us/states/oh/districts/house/68"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 68 (OH State House of Representatives District 68).
 
+Represents [OH State House of Representatives District 68](/us/states/oh/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/theresa-gavarone.md b/data/jurisdictions/us/states/oh/people/theresa-gavarone.md
index d1b0608e87..0dd5a015c5 100644
--- a/data/jurisdictions/us/states/oh/people/theresa-gavarone.md
+++ b/data/jurisdictions/us/states/oh/people/theresa-gavarone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 2"
+represents: "us/states/oh/districts/senate/2"
 tenure:
   start: "2019-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 2 (OH State Senate District 2).
 
+Represents [OH State Senate District 2](/us/states/oh/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/thomas-hall.md b/data/jurisdictions/us/states/oh/people/thomas-hall.md
index e38c43178f..7775a9969e 100644
--- a/data/jurisdictions/us/states/oh/people/thomas-hall.md
+++ b/data/jurisdictions/us/states/oh/people/thomas-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 46"
+represents: "us/states/oh/districts/house/46"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 46 (OH State House of Representatives District 46).
 
+Represents [OH State House of Representatives District 46](/us/states/oh/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/tim-barhorst.md b/data/jurisdictions/us/states/oh/people/tim-barhorst.md
index f4a06c4a9c..fe51af3440 100644
--- a/data/jurisdictions/us/states/oh/people/tim-barhorst.md
+++ b/data/jurisdictions/us/states/oh/people/tim-barhorst.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 85"
+represents: "us/states/oh/districts/house/85"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 85 (OH State House of Representatives District 85).
 
+Represents [OH State House of Representatives District 85](/us/states/oh/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/tim-schaffer.md b/data/jurisdictions/us/states/oh/people/tim-schaffer.md
index fade224325..904f8a1a82 100644
--- a/data/jurisdictions/us/states/oh/people/tim-schaffer.md
+++ b/data/jurisdictions/us/states/oh/people/tim-schaffer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 20"
+represents: "us/states/oh/districts/senate/20"
 tenure:
   start: "2019-05-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 20 (OH State Senate District 20).
 
+Represents [OH State Senate District 20](/us/states/oh/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/tom-patton.md b/data/jurisdictions/us/states/oh/people/tom-patton.md
index a1e2da6223..b0864f4a5c 100644
--- a/data/jurisdictions/us/states/oh/people/tom-patton.md
+++ b/data/jurisdictions/us/states/oh/people/tom-patton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 24"
+represents: "us/states/oh/districts/senate/24"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 24 (OH State Senate District 24).
 
+Represents [OH State Senate District 24](/us/states/oh/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/tom-young.md b/data/jurisdictions/us/states/oh/people/tom-young.md
index 4b24de77e0..2be9599b36 100644
--- a/data/jurisdictions/us/states/oh/people/tom-young.md
+++ b/data/jurisdictions/us/states/oh/people/tom-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 37"
+represents: "us/states/oh/districts/house/37"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 37 (OH State House of Representatives District 37).
 
+Represents [OH State House of Representatives District 37](/us/states/oh/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/tracy-richardson.md b/data/jurisdictions/us/states/oh/people/tracy-richardson.md
index 175c6be31d..6cd86e5c23 100644
--- a/data/jurisdictions/us/states/oh/people/tracy-richardson.md
+++ b/data/jurisdictions/us/states/oh/people/tracy-richardson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 86"
+represents: "us/states/oh/districts/house/86"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 86 (OH State House of Representatives District 86).
 
+Represents [OH State House of Representatives District 86](/us/states/oh/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/tristan-rader.md b/data/jurisdictions/us/states/oh/people/tristan-rader.md
index 050cdce83f..7288cded01 100644
--- a/data/jurisdictions/us/states/oh/people/tristan-rader.md
+++ b/data/jurisdictions/us/states/oh/people/tristan-rader.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 13"
+represents: "us/states/oh/districts/house/13"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 13 (OH State House of Representatives District 13).
 
+Represents [OH State House of Representatives District 13](/us/states/oh/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/ty-mathews.md b/data/jurisdictions/us/states/oh/people/ty-mathews.md
index 2173862a20..41bb0a89bc 100644
--- a/data/jurisdictions/us/states/oh/people/ty-mathews.md
+++ b/data/jurisdictions/us/states/oh/people/ty-mathews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 83"
+represents: "us/states/oh/districts/house/83"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 83 (OH State House of Representatives District 83).
 
+Represents [OH State House of Representatives District 83](/us/states/oh/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/ty-moore.md b/data/jurisdictions/us/states/oh/people/ty-moore.md
index fab1e133c6..ab4d5f8ffb 100644
--- a/data/jurisdictions/us/states/oh/people/ty-moore.md
+++ b/data/jurisdictions/us/states/oh/people/ty-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 95"
+represents: "us/states/oh/districts/house/95"
 tenure:
   start: "2025-06-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 95 (OH State House of Representatives District 95).
 
+Represents [OH State House of Representatives District 95](/us/states/oh/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/veronica-sims.md b/data/jurisdictions/us/states/oh/people/veronica-sims.md
index 42d2f2b852..1b85508052 100644
--- a/data/jurisdictions/us/states/oh/people/veronica-sims.md
+++ b/data/jurisdictions/us/states/oh/people/veronica-sims.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State House of Representatives District 33"
+represents: "us/states/oh/districts/house/33"
 tenure:
   start: "2024-02-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH House District 33 (OH State House of Representatives District 33).
 
+Represents [OH State House of Representatives District 33](/us/states/oh/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/oh/people/willis-blackshear.md b/data/jurisdictions/us/states/oh/people/willis-blackshear.md
index ed2aa42045..a9358673f9 100644
--- a/data/jurisdictions/us/states/oh/people/willis-blackshear.md
+++ b/data/jurisdictions/us/states/oh/people/willis-blackshear.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OH"
 district: "OH State Senate District 6"
+represents: "us/states/oh/districts/senate/6"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OH Senate District 6 (OH State Senate District 6).
 
+Represents [OH State Senate District 6](/us/states/oh/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/counties/adair/index.md b/data/jurisdictions/us/states/ok/counties/adair/index.md
index cb69343464..fb1842a134 100644
--- a/data/jurisdictions/us/states/ok/counties/adair/index.md
+++ b/data/jurisdictions/us/states/ok/counties/adair/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7775
   hispanic: 1407
   bachelors_plus: 2234
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/86"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1407 |
 | Bachelor's or higher | 2234 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 4](/us/states/ok/districts/senate/4.md) — 100% (state senate)
+- [OK House District 86](/us/states/ok/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/alfalfa/index.md b/data/jurisdictions/us/states/ok/counties/alfalfa/index.md
index d6a6895381..90c013577f 100644
--- a/data/jurisdictions/us/states/ok/counties/alfalfa/index.md
+++ b/data/jurisdictions/us/states/ok/counties/alfalfa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 141
   hispanic: 351
   bachelors_plus: 1120
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/58"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 351 |
 | Bachelor's or higher | 1120 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 19](/us/states/ok/districts/senate/19.md) — 100% (state senate)
+- [OK House District 58](/us/states/ok/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/atoka/index.md b/data/jurisdictions/us/states/ok/counties/atoka/index.md
index 0167807e08..900068d982 100644
--- a/data/jurisdictions/us/states/ok/counties/atoka/index.md
+++ b/data/jurisdictions/us/states/ok/counties/atoka/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1350
   hispanic: 636
   bachelors_plus: 2311
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/6"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/house/22"
+    rel: in-district
+    area_weight: 0.8103
+  - to: "us/states/ok/districts/house/19"
+    rel: in-district
+    area_weight: 0.1897
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 636 |
 | Bachelor's or higher | 2311 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 6](/us/states/ok/districts/senate/6.md) — 100% (state senate)
+- [OK House District 22](/us/states/ok/districts/house/22.md) — 81% (state house)
+- [OK House District 19](/us/states/ok/districts/house/19.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/beaver/index.md b/data/jurisdictions/us/states/ok/counties/beaver/index.md
index 2a0c8fd44c..e90cec08b5 100644
--- a/data/jurisdictions/us/states/ok/counties/beaver/index.md
+++ b/data/jurisdictions/us/states/ok/counties/beaver/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 58
   hispanic: 1439
   bachelors_plus: 943
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/61"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1439 |
 | Bachelor's or higher | 943 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 27](/us/states/ok/districts/senate/27.md) — 100% (state senate)
+- [OK House District 61](/us/states/ok/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/beckham/index.md b/data/jurisdictions/us/states/ok/counties/beckham/index.md
index f1d9449899..c623aab413 100644
--- a/data/jurisdictions/us/states/ok/counties/beckham/index.md
+++ b/data/jurisdictions/us/states/ok/counties/beckham/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 407
   hispanic: 3006
   bachelors_plus: 2512
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/38"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/house/57"
+    rel: in-district
+    area_weight: 0.669
+  - to: "us/states/ok/districts/house/55"
+    rel: in-district
+    area_weight: 0.3309
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3006 |
 | Bachelor's or higher | 2512 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 38](/us/states/ok/districts/senate/38.md) — 100% (state senate)
+- [OK House District 57](/us/states/ok/districts/house/57.md) — 67% (state house)
+- [OK House District 55](/us/states/ok/districts/house/55.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/blaine/index.md b/data/jurisdictions/us/states/ok/counties/blaine/index.md
index 052735b97f..393049fbb3 100644
--- a/data/jurisdictions/us/states/ok/counties/blaine/index.md
+++ b/data/jurisdictions/us/states/ok/counties/blaine/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 575
   hispanic: 1078
   bachelors_plus: 1290
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/house/59"
+    rel: in-district
+    area_weight: 0.7734
+  - to: "us/states/ok/districts/house/55"
+    rel: in-district
+    area_weight: 0.2264
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1078 |
 | Bachelor's or higher | 1290 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 26](/us/states/ok/districts/senate/26.md) — 100% (state senate)
+- [OK House District 59](/us/states/ok/districts/house/59.md) — 77% (state house)
+- [OK House District 55](/us/states/ok/districts/house/55.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/bryan/index.md b/data/jurisdictions/us/states/ok/counties/bryan/index.md
index 69b8a1546b..f160f81a78 100644
--- a/data/jurisdictions/us/states/ok/counties/bryan/index.md
+++ b/data/jurisdictions/us/states/ok/counties/bryan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 6089
   hispanic: 3882
   bachelors_plus: 11305
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/ok/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ok/districts/house/19"
+    rel: in-district
+    area_weight: 0.7275
+  - to: "us/states/ok/districts/house/21"
+    rel: in-district
+    area_weight: 0.2718
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3882 |
 | Bachelor's or higher | 11305 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 6](/us/states/ok/districts/senate/6.md) — 100% (state senate)
+- [OK House District 19](/us/states/ok/districts/house/19.md) — 73% (state house)
+- [OK House District 21](/us/states/ok/districts/house/21.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/caddo/index.md b/data/jurisdictions/us/states/ok/counties/caddo/index.md
index f417d051a9..924fee721b 100644
--- a/data/jurisdictions/us/states/ok/counties/caddo/index.md
+++ b/data/jurisdictions/us/states/ok/counties/caddo/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 4816
   hispanic: 4487
   bachelors_plus: 3614
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/65"
+    rel: in-district
+    area_weight: 0.8199
+  - to: "us/states/ok/districts/house/55"
+    rel: in-district
+    area_weight: 0.1326
+  - to: "us/states/ok/districts/house/56"
+    rel: in-district
+    area_weight: 0.0475
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 4487 |
 | Bachelor's or higher | 3614 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 26](/us/states/ok/districts/senate/26.md) — 100% (state senate)
+- [OK House District 65](/us/states/ok/districts/house/65.md) — 82% (state house)
+- [OK House District 55](/us/states/ok/districts/house/55.md) — 13% (state house)
+- [OK House District 56](/us/states/ok/districts/house/56.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/canadian/index.md b/data/jurisdictions/us/states/ok/counties/canadian/index.md
index 03e99743c5..37ba84e121 100644
--- a/data/jurisdictions/us/states/ok/counties/canadian/index.md
+++ b/data/jurisdictions/us/states/ok/counties/canadian/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 5887
   hispanic: 20269
   bachelors_plus: 46822
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.8138
+  - to: "us/states/ok/districts/05"
+    rel: in-district
+    area_weight: 0.1854
+  - to: "us/states/ok/districts/senate/26"
+    rel: in-district
+    area_weight: 0.5027
+  - to: "us/states/ok/districts/senate/23"
+    rel: in-district
+    area_weight: 0.2945
+  - to: "us/states/ok/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1094
+  - to: "us/states/ok/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0671
+  - to: "us/states/ok/districts/senate/45"
+    rel: in-district
+    area_weight: 0.0241
+  - to: "us/states/ok/districts/house/55"
+    rel: in-district
+    area_weight: 0.3638
+  - to: "us/states/ok/districts/house/56"
+    rel: in-district
+    area_weight: 0.3059
+  - to: "us/states/ok/districts/house/60"
+    rel: in-district
+    area_weight: 0.1552
+  - to: "us/states/ok/districts/house/41"
+    rel: in-district
+    area_weight: 0.0816
+  - to: "us/states/ok/districts/house/47"
+    rel: in-district
+    area_weight: 0.0775
+  - to: "us/states/ok/districts/house/43"
+    rel: in-district
+    area_weight: 0.0161
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction.
 | Hispanic/Latino | 20269 |
 | Bachelor's or higher | 46822 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 81% (congressional)
+- [OK-05](/us/states/ok/districts/05.md) — 19% (congressional)
+- [OK Senate District 26](/us/states/ok/districts/senate/26.md) — 50% (state senate)
+- [OK Senate District 23](/us/states/ok/districts/senate/23.md) — 29% (state senate)
+- [OK Senate District 22](/us/states/ok/districts/senate/22.md) — 11% (state senate)
+- [OK Senate District 18](/us/states/ok/districts/senate/18.md) — 7% (state senate)
+- [OK Senate District 45](/us/states/ok/districts/senate/45.md) — 2% (state senate)
+- [OK House District 55](/us/states/ok/districts/house/55.md) — 36% (state house)
+- [OK House District 56](/us/states/ok/districts/house/56.md) — 31% (state house)
+- [OK House District 60](/us/states/ok/districts/house/60.md) — 16% (state house)
+- [OK House District 41](/us/states/ok/districts/house/41.md) — 8% (state house)
+- [OK House District 47](/us/states/ok/districts/house/47.md) — 8% (state house)
+- [OK House District 43](/us/states/ok/districts/house/43.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/carter/index.md b/data/jurisdictions/us/states/ok/counties/carter/index.md
index 11a2ed6012..6379a84703 100644
--- a/data/jurisdictions/us/states/ok/counties/carter/index.md
+++ b/data/jurisdictions/us/states/ok/counties/carter/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 3544
   hispanic: 4166
   bachelors_plus: 8639
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ok/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/48"
+    rel: in-district
+    area_weight: 0.5574
+  - to: "us/states/ok/districts/house/49"
+    rel: in-district
+    area_weight: 0.4426
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4166 |
 | Bachelor's or higher | 8639 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 14](/us/states/ok/districts/senate/14.md) — 100% (state senate)
+- [OK House District 48](/us/states/ok/districts/house/48.md) — 56% (state house)
+- [OK House District 49](/us/states/ok/districts/house/49.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/cherokee/index.md b/data/jurisdictions/us/states/ok/counties/cherokee/index.md
index a539c9ce60..20955b40e5 100644
--- a/data/jurisdictions/us/states/ok/counties/cherokee/index.md
+++ b/data/jurisdictions/us/states/ok/counties/cherokee/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 15640
   hispanic: 3829
   bachelors_plus: 12170
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/3"
+    rel: in-district
+    area_weight: 0.574
+  - to: "us/states/ok/districts/senate/9"
+    rel: in-district
+    area_weight: 0.2132
+  - to: "us/states/ok/districts/senate/4"
+    rel: in-district
+    area_weight: 0.2128
+  - to: "us/states/ok/districts/house/4"
+    rel: in-district
+    area_weight: 0.5965
+  - to: "us/states/ok/districts/house/86"
+    rel: in-district
+    area_weight: 0.3073
+  - to: "us/states/ok/districts/house/14"
+    rel: in-district
+    area_weight: 0.0963
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 3829 |
 | Bachelor's or higher | 12170 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 3](/us/states/ok/districts/senate/3.md) — 57% (state senate)
+- [OK Senate District 9](/us/states/ok/districts/senate/9.md) — 21% (state senate)
+- [OK Senate District 4](/us/states/ok/districts/senate/4.md) — 21% (state senate)
+- [OK House District 4](/us/states/ok/districts/house/4.md) — 60% (state house)
+- [OK House District 86](/us/states/ok/districts/house/86.md) — 31% (state house)
+- [OK House District 14](/us/states/ok/districts/house/14.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/choctaw/index.md b/data/jurisdictions/us/states/ok/counties/choctaw/index.md
index 37e216750a..205d393874 100644
--- a/data/jurisdictions/us/states/ok/counties/choctaw/index.md
+++ b/data/jurisdictions/us/states/ok/counties/choctaw/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2175
   hispanic: 723
   bachelors_plus: 1892
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/ok/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ok/districts/house/19"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 723 |
 | Bachelor's or higher | 1892 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 6](/us/states/ok/districts/senate/6.md) — 100% (state senate)
+- [OK House District 19](/us/states/ok/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/cimarron/index.md b/data/jurisdictions/us/states/ok/counties/cimarron/index.md
index 34e5654371..2048ce7485 100644
--- a/data/jurisdictions/us/states/ok/counties/cimarron/index.md
+++ b/data/jurisdictions/us/states/ok/counties/cimarron/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 561
   bachelors_plus: 560
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/house/61"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 561 |
 | Bachelor's or higher | 560 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 27](/us/states/ok/districts/senate/27.md) — 100% (state senate)
+- [OK House District 61](/us/states/ok/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/cleveland/index.md b/data/jurisdictions/us/states/ok/counties/cleveland/index.md
index 9ce4cd9139..edf3137e7f 100644
--- a/data/jurisdictions/us/states/ok/counties/cleveland/index.md
+++ b/data/jurisdictions/us/states/ok/counties/cleveland/index.md
@@ -22,9 +22,69 @@ demographics:
   race_native: 12092
   hispanic: 33060
   bachelors_plus: 98876
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/senate/15"
+    rel: in-district
+    area_weight: 0.625
+  - to: "us/states/ok/districts/senate/43"
+    rel: in-district
+    area_weight: 0.1516
+  - to: "us/states/ok/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0837
+  - to: "us/states/ok/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0645
+  - to: "us/states/ok/districts/senate/45"
+    rel: in-district
+    area_weight: 0.05
+  - to: "us/states/ok/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0252
+  - to: "us/states/ok/districts/house/27"
+    rel: in-district
+    area_weight: 0.3399
+  - to: "us/states/ok/districts/house/20"
+    rel: in-district
+    area_weight: 0.1532
+  - to: "us/states/ok/districts/house/42"
+    rel: in-district
+    area_weight: 0.1034
+  - to: "us/states/ok/districts/house/45"
+    rel: in-district
+    area_weight: 0.0959
+  - to: "us/states/ok/districts/house/46"
+    rel: in-district
+    area_weight: 0.068
+  - to: "us/states/ok/districts/house/36"
+    rel: in-district
+    area_weight: 0.0678
+  - to: "us/states/ok/districts/house/90"
+    rel: in-district
+    area_weight: 0.0371
+  - to: "us/states/ok/districts/house/91"
+    rel: in-district
+    area_weight: 0.0346
+  - to: "us/states/ok/districts/house/95"
+    rel: in-district
+    area_weight: 0.0346
+  - to: "us/states/ok/districts/house/53"
+    rel: in-district
+    area_weight: 0.0296
+  - to: "us/states/ok/districts/house/44"
+    rel: in-district
+    area_weight: 0.019
+  - to: "us/states/ok/districts/house/54"
+    rel: in-district
+    area_weight: 0.0168
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +116,29 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 33060 |
 | Bachelor's or higher | 98876 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 15](/us/states/ok/districts/senate/15.md) — 62% (state senate)
+- [OK Senate District 43](/us/states/ok/districts/senate/43.md) — 15% (state senate)
+- [OK Senate District 16](/us/states/ok/districts/senate/16.md) — 8% (state senate)
+- [OK Senate District 24](/us/states/ok/districts/senate/24.md) — 6% (state senate)
+- [OK Senate District 45](/us/states/ok/districts/senate/45.md) — 5% (state senate)
+- [OK Senate District 17](/us/states/ok/districts/senate/17.md) — 3% (state senate)
+- [OK House District 27](/us/states/ok/districts/house/27.md) — 34% (state house)
+- [OK House District 20](/us/states/ok/districts/house/20.md) — 15% (state house)
+- [OK House District 42](/us/states/ok/districts/house/42.md) — 10% (state house)
+- [OK House District 45](/us/states/ok/districts/house/45.md) — 10% (state house)
+- [OK House District 46](/us/states/ok/districts/house/46.md) — 7% (state house)
+- [OK House District 36](/us/states/ok/districts/house/36.md) — 7% (state house)
+- [OK House District 90](/us/states/ok/districts/house/90.md) — 4% (state house)
+- [OK House District 91](/us/states/ok/districts/house/91.md) — 3% (state house)
+- [OK House District 95](/us/states/ok/districts/house/95.md) — 3% (state house)
+- [OK House District 53](/us/states/ok/districts/house/53.md) — 3% (state house)
+- [OK House District 44](/us/states/ok/districts/house/44.md) — 2% (state house)
+- [OK House District 54](/us/states/ok/districts/house/54.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/coal/index.md b/data/jurisdictions/us/states/ok/counties/coal/index.md
index a8115b8e6b..50150dcecf 100644
--- a/data/jurisdictions/us/states/ok/counties/coal/index.md
+++ b/data/jurisdictions/us/states/ok/counties/coal/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 566
   hispanic: 246
   bachelors_plus: 883
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/18"
+    rel: in-district
+    area_weight: 0.7084
+  - to: "us/states/ok/districts/house/22"
+    rel: in-district
+    area_weight: 0.2916
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 246 |
 | Bachelor's or higher | 883 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 14](/us/states/ok/districts/senate/14.md) — 100% (state senate)
+- [OK House District 18](/us/states/ok/districts/house/18.md) — 71% (state house)
+- [OK House District 22](/us/states/ok/districts/house/22.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/comanche/index.md b/data/jurisdictions/us/states/ok/counties/comanche/index.md
index 3d176e6700..0a2d644e2d 100644
--- a/data/jurisdictions/us/states/ok/counties/comanche/index.md
+++ b/data/jurisdictions/us/states/ok/counties/comanche/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 5918
   hispanic: 17883
   bachelors_plus: 25638
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/32"
+    rel: in-district
+    area_weight: 0.5439
+  - to: "us/states/ok/districts/senate/31"
+    rel: in-district
+    area_weight: 0.456
+  - to: "us/states/ok/districts/house/63"
+    rel: in-district
+    area_weight: 0.6244
+  - to: "us/states/ok/districts/house/65"
+    rel: in-district
+    area_weight: 0.2642
+  - to: "us/states/ok/districts/house/64"
+    rel: in-district
+    area_weight: 0.0941
+  - to: "us/states/ok/districts/house/62"
+    rel: in-district
+    area_weight: 0.0173
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 17883 |
 | Bachelor's or higher | 25638 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 32](/us/states/ok/districts/senate/32.md) — 54% (state senate)
+- [OK Senate District 31](/us/states/ok/districts/senate/31.md) — 46% (state senate)
+- [OK House District 63](/us/states/ok/districts/house/63.md) — 62% (state house)
+- [OK House District 65](/us/states/ok/districts/house/65.md) — 26% (state house)
+- [OK House District 64](/us/states/ok/districts/house/64.md) — 9% (state house)
+- [OK House District 62](/us/states/ok/districts/house/62.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/cotton/index.md b/data/jurisdictions/us/states/ok/counties/cotton/index.md
index 802c03be11..225cea43ff 100644
--- a/data/jurisdictions/us/states/ok/counties/cotton/index.md
+++ b/data/jurisdictions/us/states/ok/counties/cotton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 334
   hispanic: 424
   bachelors_plus: 1185
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ok/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ok/districts/house/63"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 424 |
 | Bachelor's or higher | 1185 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 31](/us/states/ok/districts/senate/31.md) — 100% (state senate)
+- [OK House District 63](/us/states/ok/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/craig/index.md b/data/jurisdictions/us/states/ok/counties/craig/index.md
index bd0c114e30..58db345fa0 100644
--- a/data/jurisdictions/us/states/ok/counties/craig/index.md
+++ b/data/jurisdictions/us/states/ok/counties/craig/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2815
   hispanic: 566
   bachelors_plus: 1938
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/7"
+    rel: in-district
+    area_weight: 0.6774
+  - to: "us/states/ok/districts/house/6"
+    rel: in-district
+    area_weight: 0.3225
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 566 |
 | Bachelor's or higher | 1938 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 1](/us/states/ok/districts/senate/1.md) — 100% (state senate)
+- [OK House District 7](/us/states/ok/districts/house/7.md) — 68% (state house)
+- [OK House District 6](/us/states/ok/districts/house/6.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/creek/index.md b/data/jurisdictions/us/states/ok/counties/creek/index.md
index 7a29d0ac47..79726c4058 100644
--- a/data/jurisdictions/us/states/ok/counties/creek/index.md
+++ b/data/jurisdictions/us/states/ok/counties/creek/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 8073
   hispanic: 3959
   bachelors_plus: 12228
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.8658
+  - to: "us/states/ok/districts/01"
+    rel: in-district
+    area_weight: 0.134
+  - to: "us/states/ok/districts/senate/12"
+    rel: in-district
+    area_weight: 0.5088
+  - to: "us/states/ok/districts/senate/8"
+    rel: in-district
+    area_weight: 0.275
+  - to: "us/states/ok/districts/senate/21"
+    rel: in-district
+    area_weight: 0.2161
+  - to: "us/states/ok/districts/house/29"
+    rel: in-district
+    area_weight: 0.7273
+  - to: "us/states/ok/districts/house/35"
+    rel: in-district
+    area_weight: 0.158
+  - to: "us/states/ok/districts/house/30"
+    rel: in-district
+    area_weight: 0.0805
+  - to: "us/states/ok/districts/house/24"
+    rel: in-district
+    area_weight: 0.0328
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3959 |
 | Bachelor's or higher | 12228 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 87% (congressional)
+- [OK-01](/us/states/ok/districts/01.md) — 13% (congressional)
+- [OK Senate District 12](/us/states/ok/districts/senate/12.md) — 51% (state senate)
+- [OK Senate District 8](/us/states/ok/districts/senate/8.md) — 28% (state senate)
+- [OK Senate District 21](/us/states/ok/districts/senate/21.md) — 22% (state senate)
+- [OK House District 29](/us/states/ok/districts/house/29.md) — 73% (state house)
+- [OK House District 35](/us/states/ok/districts/house/35.md) — 16% (state house)
+- [OK House District 30](/us/states/ok/districts/house/30.md) — 8% (state house)
+- [OK House District 24](/us/states/ok/districts/house/24.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/custer/index.md b/data/jurisdictions/us/states/ok/counties/custer/index.md
index f79c2c0f38..7e51b102e1 100644
--- a/data/jurisdictions/us/states/ok/counties/custer/index.md
+++ b/data/jurisdictions/us/states/ok/counties/custer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1492
   hispanic: 5623
   bachelors_plus: 7270
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/57"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5623 |
 | Bachelor's or higher | 7270 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 26](/us/states/ok/districts/senate/26.md) — 100% (state senate)
+- [OK House District 57](/us/states/ok/districts/house/57.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/delaware/index.md b/data/jurisdictions/us/states/ok/counties/delaware/index.md
index 70a75e6496..388e89bc14 100644
--- a/data/jurisdictions/us/states/ok/counties/delaware/index.md
+++ b/data/jurisdictions/us/states/ok/counties/delaware/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 8397
   hispanic: 1862
   bachelors_plus: 8038
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/4"
+    rel: in-district
+    area_weight: 0.8859
+  - to: "us/states/ok/districts/senate/1"
+    rel: in-district
+    area_weight: 0.114
+  - to: "us/states/ok/districts/house/5"
+    rel: in-district
+    area_weight: 0.6222
+  - to: "us/states/ok/districts/house/86"
+    rel: in-district
+    area_weight: 0.3207
+  - to: "us/states/ok/districts/house/7"
+    rel: in-district
+    area_weight: 0.0571
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1862 |
 | Bachelor's or higher | 8038 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 4](/us/states/ok/districts/senate/4.md) — 89% (state senate)
+- [OK Senate District 1](/us/states/ok/districts/senate/1.md) — 11% (state senate)
+- [OK House District 5](/us/states/ok/districts/house/5.md) — 62% (state house)
+- [OK House District 86](/us/states/ok/districts/house/86.md) — 32% (state house)
+- [OK House District 7](/us/states/ok/districts/house/7.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/dewey/index.md b/data/jurisdictions/us/states/ok/counties/dewey/index.md
index a51884e90c..37bb1b47f2 100644
--- a/data/jurisdictions/us/states/ok/counties/dewey/index.md
+++ b/data/jurisdictions/us/states/ok/counties/dewey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 161
   hispanic: 261
   bachelors_plus: 854
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/59"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 261 |
 | Bachelor's or higher | 854 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 27](/us/states/ok/districts/senate/27.md) — 100% (state senate)
+- [OK House District 59](/us/states/ok/districts/house/59.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/ellis/index.md b/data/jurisdictions/us/states/ok/counties/ellis/index.md
index 384c52a9eb..6a5ce52aa7 100644
--- a/data/jurisdictions/us/states/ok/counties/ellis/index.md
+++ b/data/jurisdictions/us/states/ok/counties/ellis/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 49
   hispanic: 350
   bachelors_plus: 659
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/27"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/house/61"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 350 |
 | Bachelor's or higher | 659 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 27](/us/states/ok/districts/senate/27.md) — 100% (state senate)
+- [OK House District 61](/us/states/ok/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/garfield/index.md b/data/jurisdictions/us/states/ok/counties/garfield/index.md
index 25e42a3db3..2cbea059f0 100644
--- a/data/jurisdictions/us/states/ok/counties/garfield/index.md
+++ b/data/jurisdictions/us/states/ok/counties/garfield/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 1213
   hispanic: 9451
   bachelors_plus: 12219
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/house/38"
+    rel: in-district
+    area_weight: 0.5503
+  - to: "us/states/ok/districts/house/59"
+    rel: in-district
+    area_weight: 0.2713
+  - to: "us/states/ok/districts/house/58"
+    rel: in-district
+    area_weight: 0.1614
+  - to: "us/states/ok/districts/house/40"
+    rel: in-district
+    area_weight: 0.0169
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 9451 |
 | Bachelor's or higher | 12219 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 19](/us/states/ok/districts/senate/19.md) — 100% (state senate)
+- [OK House District 38](/us/states/ok/districts/house/38.md) — 55% (state house)
+- [OK House District 59](/us/states/ok/districts/house/59.md) — 27% (state house)
+- [OK House District 58](/us/states/ok/districts/house/58.md) — 16% (state house)
+- [OK House District 40](/us/states/ok/districts/house/40.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/garvin/index.md b/data/jurisdictions/us/states/ok/counties/garvin/index.md
index b6b6b45aa0..a9230ade01 100644
--- a/data/jurisdictions/us/states/ok/counties/garvin/index.md
+++ b/data/jurisdictions/us/states/ok/counties/garvin/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1153
   hispanic: 2695
   bachelors_plus: 4347
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9846
+  - to: "us/states/ok/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0153
+  - to: "us/states/ok/districts/house/42"
+    rel: in-district
+    area_weight: 0.6012
+  - to: "us/states/ok/districts/house/48"
+    rel: in-district
+    area_weight: 0.3988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2695 |
 | Bachelor's or higher | 4347 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 13](/us/states/ok/districts/senate/13.md) — 98% (state senate)
+- [OK Senate District 43](/us/states/ok/districts/senate/43.md) — 2% (state senate)
+- [OK House District 42](/us/states/ok/districts/house/42.md) — 60% (state house)
+- [OK House District 48](/us/states/ok/districts/house/48.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/grady/index.md b/data/jurisdictions/us/states/ok/counties/grady/index.md
index 23b50c6820..14f2d792e1 100644
--- a/data/jurisdictions/us/states/ok/counties/grady/index.md
+++ b/data/jurisdictions/us/states/ok/counties/grady/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2096
   hispanic: 4037
   bachelors_plus: 11448
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/ok/districts/senate/23"
+    rel: in-district
+    area_weight: 0.5413
+  - to: "us/states/ok/districts/senate/43"
+    rel: in-district
+    area_weight: 0.4587
+  - to: "us/states/ok/districts/house/51"
+    rel: in-district
+    area_weight: 0.6641
+  - to: "us/states/ok/districts/house/56"
+    rel: in-district
+    area_weight: 0.3358
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 4037 |
 | Bachelor's or higher | 11448 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 23](/us/states/ok/districts/senate/23.md) — 54% (state senate)
+- [OK Senate District 43](/us/states/ok/districts/senate/43.md) — 46% (state senate)
+- [OK House District 51](/us/states/ok/districts/house/51.md) — 66% (state house)
+- [OK House District 56](/us/states/ok/districts/house/56.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/grant/index.md b/data/jurisdictions/us/states/ok/counties/grant/index.md
index 631f91c9a9..bdb1f90fea 100644
--- a/data/jurisdictions/us/states/ok/counties/grant/index.md
+++ b/data/jurisdictions/us/states/ok/counties/grant/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 95
   hispanic: 194
   bachelors_plus: 870
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/38"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 194 |
 | Bachelor's or higher | 870 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 19](/us/states/ok/districts/senate/19.md) — 100% (state senate)
+- [OK House District 38](/us/states/ok/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/greer/index.md b/data/jurisdictions/us/states/ok/counties/greer/index.md
index eab4c3c18b..7400463fbd 100644
--- a/data/jurisdictions/us/states/ok/counties/greer/index.md
+++ b/data/jurisdictions/us/states/ok/counties/greer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 111
   hispanic: 712
   bachelors_plus: 681
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/38"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/house/52"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 712 |
 | Bachelor's or higher | 681 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 38](/us/states/ok/districts/senate/38.md) — 100% (state senate)
+- [OK House District 52](/us/states/ok/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/harmon/index.md b/data/jurisdictions/us/states/ok/counties/harmon/index.md
index e5b1193878..aef75129c6 100644
--- a/data/jurisdictions/us/states/ok/counties/harmon/index.md
+++ b/data/jurisdictions/us/states/ok/counties/harmon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 45
   hispanic: 773
   bachelors_plus: 325
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/52"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 773 |
 | Bachelor's or higher | 325 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 38](/us/states/ok/districts/senate/38.md) — 100% (state senate)
+- [OK House District 52](/us/states/ok/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/harper/index.md b/data/jurisdictions/us/states/ok/counties/harper/index.md
index f9260d1bc8..09c09727ef 100644
--- a/data/jurisdictions/us/states/ok/counties/harper/index.md
+++ b/data/jurisdictions/us/states/ok/counties/harper/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 45
   hispanic: 784
   bachelors_plus: 780
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/61"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 784 |
 | Bachelor's or higher | 780 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 27](/us/states/ok/districts/senate/27.md) — 100% (state senate)
+- [OK House District 61](/us/states/ok/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/haskell/index.md b/data/jurisdictions/us/states/ok/counties/haskell/index.md
index 7b53ac4637..7c4443fd6d 100644
--- a/data/jurisdictions/us/states/ok/counties/haskell/index.md
+++ b/data/jurisdictions/us/states/ok/counties/haskell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1869
   hispanic: 621
   bachelors_plus: 1623
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/15"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 621 |
 | Bachelor's or higher | 1623 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 7](/us/states/ok/districts/senate/7.md) — 100% (state senate)
+- [OK House District 15](/us/states/ok/districts/house/15.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/hughes/index.md b/data/jurisdictions/us/states/ok/counties/hughes/index.md
index e9ccd25c89..a3feb4a9ba 100644
--- a/data/jurisdictions/us/states/ok/counties/hughes/index.md
+++ b/data/jurisdictions/us/states/ok/counties/hughes/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2654
   hispanic: 838
   bachelors_plus: 2145
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ok/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/18"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 838 |
 | Bachelor's or higher | 2145 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 13](/us/states/ok/districts/senate/13.md) — 100% (state senate)
+- [OK House District 18](/us/states/ok/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/jackson/index.md b/data/jurisdictions/us/states/ok/counties/jackson/index.md
index a36bbb4441..43f39529ed 100644
--- a/data/jurisdictions/us/states/ok/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/ok/counties/jackson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 388
   hispanic: 6162
   bachelors_plus: 5458
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9946
+  - to: "us/states/ok/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ok/districts/house/52"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6162 |
 | Bachelor's or higher | 5458 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 99% (congressional)
+- [OK Senate District 38](/us/states/ok/districts/senate/38.md) — 100% (state senate)
+- [OK House District 52](/us/states/ok/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/jefferson/index.md b/data/jurisdictions/us/states/ok/counties/jefferson/index.md
index 22bf1d9061..0b14a5a095 100644
--- a/data/jurisdictions/us/states/ok/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/ok/counties/jefferson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 219
   hispanic: 589
   bachelors_plus: 703
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/ok/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ok/districts/house/50"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 589 |
 | Bachelor's or higher | 703 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 31](/us/states/ok/districts/senate/31.md) — 100% (state senate)
+- [OK House District 50](/us/states/ok/districts/house/50.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/johnston/index.md b/data/jurisdictions/us/states/ok/counties/johnston/index.md
index e964e7667c..384ffa6b9c 100644
--- a/data/jurisdictions/us/states/ok/counties/johnston/index.md
+++ b/data/jurisdictions/us/states/ok/counties/johnston/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1377
   hispanic: 630
   bachelors_plus: 1760
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/14"
+    rel: in-district
+    area_weight: 0.7738
+  - to: "us/states/ok/districts/senate/6"
+    rel: in-district
+    area_weight: 0.2262
+  - to: "us/states/ok/districts/house/22"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 630 |
 | Bachelor's or higher | 1760 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 14](/us/states/ok/districts/senate/14.md) — 77% (state senate)
+- [OK Senate District 6](/us/states/ok/districts/senate/6.md) — 23% (state senate)
+- [OK House District 22](/us/states/ok/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/kay/index.md b/data/jurisdictions/us/states/ok/counties/kay/index.md
index 4075b59af2..f7cbb09578 100644
--- a/data/jurisdictions/us/states/ok/counties/kay/index.md
+++ b/data/jurisdictions/us/states/ok/counties/kay/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3240
   hispanic: 3932
   bachelors_plus: 7369
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/10"
+    rel: in-district
+    area_weight: 0.6058
+  - to: "us/states/ok/districts/senate/19"
+    rel: in-district
+    area_weight: 0.3941
+  - to: "us/states/ok/districts/house/38"
+    rel: in-district
+    area_weight: 0.6706
+  - to: "us/states/ok/districts/house/37"
+    rel: in-district
+    area_weight: 0.3294
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3932 |
 | Bachelor's or higher | 7369 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 10](/us/states/ok/districts/senate/10.md) — 61% (state senate)
+- [OK Senate District 19](/us/states/ok/districts/senate/19.md) — 39% (state senate)
+- [OK House District 38](/us/states/ok/districts/house/38.md) — 67% (state house)
+- [OK House District 37](/us/states/ok/districts/house/37.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/kingfisher/index.md b/data/jurisdictions/us/states/ok/counties/kingfisher/index.md
index f9b7c294bf..819450f7b0 100644
--- a/data/jurisdictions/us/states/ok/counties/kingfisher/index.md
+++ b/data/jurisdictions/us/states/ok/counties/kingfisher/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 576
   hispanic: 2863
   bachelors_plus: 3133
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/26"
+    rel: in-district
+    area_weight: 0.7085
+  - to: "us/states/ok/districts/senate/20"
+    rel: in-district
+    area_weight: 0.2915
+  - to: "us/states/ok/districts/house/59"
+    rel: in-district
+    area_weight: 0.9473
+  - to: "us/states/ok/districts/house/41"
+    rel: in-district
+    area_weight: 0.0526
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2863 |
 | Bachelor's or higher | 3133 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 26](/us/states/ok/districts/senate/26.md) — 71% (state senate)
+- [OK Senate District 20](/us/states/ok/districts/senate/20.md) — 29% (state senate)
+- [OK House District 59](/us/states/ok/districts/house/59.md) — 95% (state house)
+- [OK House District 41](/us/states/ok/districts/house/41.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/kiowa/index.md b/data/jurisdictions/us/states/ok/counties/kiowa/index.md
index bffbc3de1f..4b04045484 100644
--- a/data/jurisdictions/us/states/ok/counties/kiowa/index.md
+++ b/data/jurisdictions/us/states/ok/counties/kiowa/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 344
   hispanic: 1019
   bachelors_plus: 1251
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/38"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/house/63"
+    rel: in-district
+    area_weight: 0.5717
+  - to: "us/states/ok/districts/house/52"
+    rel: in-district
+    area_weight: 0.4282
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1019 |
 | Bachelor's or higher | 1251 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 38](/us/states/ok/districts/senate/38.md) — 100% (state senate)
+- [OK House District 63](/us/states/ok/districts/house/63.md) — 57% (state house)
+- [OK House District 52](/us/states/ok/districts/house/52.md) — 43% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/latimer/index.md b/data/jurisdictions/us/states/ok/counties/latimer/index.md
index adee713863..001c7f6af3 100644
--- a/data/jurisdictions/us/states/ok/counties/latimer/index.md
+++ b/data/jurisdictions/us/states/ok/counties/latimer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2441
   hispanic: 391
   bachelors_plus: 933
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/17"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 391 |
 | Bachelor's or higher | 933 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 7](/us/states/ok/districts/senate/7.md) — 100% (state senate)
+- [OK House District 17](/us/states/ok/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/le-flore/index.md b/data/jurisdictions/us/states/ok/counties/le-flore/index.md
index 4d5821ee7f..82dcd47b45 100644
--- a/data/jurisdictions/us/states/ok/counties/le-flore/index.md
+++ b/data/jurisdictions/us/states/ok/counties/le-flore/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 5613
   hispanic: 3903
   bachelors_plus: 6685
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9693
+  - to: "us/states/ok/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0305
+  - to: "us/states/ok/districts/house/1"
+    rel: in-district
+    area_weight: 0.5366
+  - to: "us/states/ok/districts/house/3"
+    rel: in-district
+    area_weight: 0.3915
+  - to: "us/states/ok/districts/house/15"
+    rel: in-district
+    area_weight: 0.0716
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 3903 |
 | Bachelor's or higher | 6685 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 5](/us/states/ok/districts/senate/5.md) — 97% (state senate)
+- [OK Senate District 7](/us/states/ok/districts/senate/7.md) — 3% (state senate)
+- [OK House District 1](/us/states/ok/districts/house/1.md) — 54% (state house)
+- [OK House District 3](/us/states/ok/districts/house/3.md) — 39% (state house)
+- [OK House District 15](/us/states/ok/districts/house/15.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/lincoln/index.md b/data/jurisdictions/us/states/ok/counties/lincoln/index.md
index d345f75a0a..5c4022343b 100644
--- a/data/jurisdictions/us/states/ok/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/ok/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1896
   hispanic: 1364
   bachelors_plus: 5067
+districts:
+  - to: "us/states/ok/districts/05"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ok/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/32"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1364 |
 | Bachelor's or higher | 5067 |
 
+## Districts
+
+- [OK-05](/us/states/ok/districts/05.md) — 100% (congressional)
+- [OK Senate District 28](/us/states/ok/districts/senate/28.md) — 100% (state senate)
+- [OK House District 32](/us/states/ok/districts/house/32.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/logan/index.md b/data/jurisdictions/us/states/ok/counties/logan/index.md
index dce8d52c2a..e301fe4c75 100644
--- a/data/jurisdictions/us/states/ok/counties/logan/index.md
+++ b/data/jurisdictions/us/states/ok/counties/logan/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 1518
   hispanic: 4664
   bachelors_plus: 14390
+districts:
+  - to: "us/states/ok/districts/05"
+    rel: in-district
+    area_weight: 0.5741
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.4259
+  - to: "us/states/ok/districts/senate/20"
+    rel: in-district
+    area_weight: 0.8102
+  - to: "us/states/ok/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1898
+  - to: "us/states/ok/districts/house/38"
+    rel: in-district
+    area_weight: 0.4895
+  - to: "us/states/ok/districts/house/31"
+    rel: in-district
+    area_weight: 0.2318
+  - to: "us/states/ok/districts/house/33"
+    rel: in-district
+    area_weight: 0.1392
+  - to: "us/states/ok/districts/house/32"
+    rel: in-district
+    area_weight: 0.0858
+  - to: "us/states/ok/districts/house/41"
+    rel: in-district
+    area_weight: 0.0536
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 4664 |
 | Bachelor's or higher | 14390 |
 
+## Districts
+
+- [OK-05](/us/states/ok/districts/05.md) — 57% (congressional)
+- [OK-03](/us/states/ok/districts/03.md) — 43% (congressional)
+- [OK Senate District 20](/us/states/ok/districts/senate/20.md) — 81% (state senate)
+- [OK Senate District 28](/us/states/ok/districts/senate/28.md) — 19% (state senate)
+- [OK House District 38](/us/states/ok/districts/house/38.md) — 49% (state house)
+- [OK House District 31](/us/states/ok/districts/house/31.md) — 23% (state house)
+- [OK House District 33](/us/states/ok/districts/house/33.md) — 14% (state house)
+- [OK House District 32](/us/states/ok/districts/house/32.md) — 9% (state house)
+- [OK House District 41](/us/states/ok/districts/house/41.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/love/index.md b/data/jurisdictions/us/states/ok/counties/love/index.md
index f02b2ad4e9..f8c6a91a57 100644
--- a/data/jurisdictions/us/states/ok/counties/love/index.md
+++ b/data/jurisdictions/us/states/ok/counties/love/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 438
   hispanic: 1867
   bachelors_plus: 1417
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.996
+  - to: "us/states/ok/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/ok/districts/house/49"
+    rel: in-district
+    area_weight: 0.9983
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1867 |
 | Bachelor's or higher | 1417 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 31](/us/states/ok/districts/senate/31.md) — 100% (state senate)
+- [OK House District 49](/us/states/ok/districts/house/49.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/major/index.md b/data/jurisdictions/us/states/ok/counties/major/index.md
index 27fdc270f8..ce7675c4e5 100644
--- a/data/jurisdictions/us/states/ok/counties/major/index.md
+++ b/data/jurisdictions/us/states/ok/counties/major/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 67
   hispanic: 837
   bachelors_plus: 1416
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/58"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 837 |
 | Bachelor's or higher | 1416 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 27](/us/states/ok/districts/senate/27.md) — 100% (state senate)
+- [OK House District 58](/us/states/ok/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/marshall/index.md b/data/jurisdictions/us/states/ok/counties/marshall/index.md
index 59037d9f19..142d3c060e 100644
--- a/data/jurisdictions/us/states/ok/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/ok/counties/marshall/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1127
   hispanic: 2866
   bachelors_plus: 2482
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ok/districts/house/49"
+    rel: in-district
+    area_weight: 0.7104
+  - to: "us/states/ok/districts/house/21"
+    rel: in-district
+    area_weight: 0.2894
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2866 |
 | Bachelor's or higher | 2482 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 14](/us/states/ok/districts/senate/14.md) — 100% (state senate)
+- [OK House District 49](/us/states/ok/districts/house/49.md) — 71% (state house)
+- [OK House District 21](/us/states/ok/districts/house/21.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/mayes/index.md b/data/jurisdictions/us/states/ok/counties/mayes/index.md
index 3789447b4c..4d62eefd3a 100644
--- a/data/jurisdictions/us/states/ok/counties/mayes/index.md
+++ b/data/jurisdictions/us/states/ok/counties/mayes/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 8084
   hispanic: 1536
   bachelors_plus: 6138
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/1"
+    rel: in-district
+    area_weight: 0.5967
+  - to: "us/states/ok/districts/senate/3"
+    rel: in-district
+    area_weight: 0.4033
+  - to: "us/states/ok/districts/house/8"
+    rel: in-district
+    area_weight: 0.3607
+  - to: "us/states/ok/districts/house/5"
+    rel: in-district
+    area_weight: 0.3311
+  - to: "us/states/ok/districts/house/6"
+    rel: in-district
+    area_weight: 0.183
+  - to: "us/states/ok/districts/house/86"
+    rel: in-district
+    area_weight: 0.1251
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 1536 |
 | Bachelor's or higher | 6138 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 1](/us/states/ok/districts/senate/1.md) — 60% (state senate)
+- [OK Senate District 3](/us/states/ok/districts/senate/3.md) — 40% (state senate)
+- [OK House District 8](/us/states/ok/districts/house/8.md) — 36% (state house)
+- [OK House District 5](/us/states/ok/districts/house/5.md) — 33% (state house)
+- [OK House District 6](/us/states/ok/districts/house/6.md) — 18% (state house)
+- [OK House District 86](/us/states/ok/districts/house/86.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/mcclain/index.md b/data/jurisdictions/us/states/ok/counties/mcclain/index.md
index 7cabbac8df..781a1d84e0 100644
--- a/data/jurisdictions/us/states/ok/counties/mcclain/index.md
+++ b/data/jurisdictions/us/states/ok/counties/mcclain/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 2597
   hispanic: 4414
   bachelors_plus: 11274
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ok/districts/senate/43"
+    rel: in-district
+    area_weight: 0.8217
+  - to: "us/states/ok/districts/senate/13"
+    rel: in-district
+    area_weight: 0.1782
+  - to: "us/states/ok/districts/house/42"
+    rel: in-district
+    area_weight: 0.62
+  - to: "us/states/ok/districts/house/20"
+    rel: in-district
+    area_weight: 0.2923
+  - to: "us/states/ok/districts/house/25"
+    rel: in-district
+    area_weight: 0.0876
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 4414 |
 | Bachelor's or higher | 11274 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 43](/us/states/ok/districts/senate/43.md) — 82% (state senate)
+- [OK Senate District 13](/us/states/ok/districts/senate/13.md) — 18% (state senate)
+- [OK House District 42](/us/states/ok/districts/house/42.md) — 62% (state house)
+- [OK House District 20](/us/states/ok/districts/house/20.md) — 29% (state house)
+- [OK House District 25](/us/states/ok/districts/house/25.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/mccurtain/index.md b/data/jurisdictions/us/states/ok/counties/mccurtain/index.md
index 9eef8f46eb..4c7d56991c 100644
--- a/data/jurisdictions/us/states/ok/counties/mccurtain/index.md
+++ b/data/jurisdictions/us/states/ok/counties/mccurtain/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 4444
   hispanic: 2148
   bachelors_plus: 4165
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9928
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.0071
+  - to: "us/states/ok/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ok/districts/house/1"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2148 |
 | Bachelor's or higher | 4165 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 99% (congressional)
+- [TX-04](/us/states/tx/districts/04.md) — 1% (congressional)
+- [OK Senate District 5](/us/states/ok/districts/senate/5.md) — 100% (state senate)
+- [OK House District 1](/us/states/ok/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/mcintosh/index.md b/data/jurisdictions/us/states/ok/counties/mcintosh/index.md
index 9d69499e6a..d5c0ef4f83 100644
--- a/data/jurisdictions/us/states/ok/counties/mcintosh/index.md
+++ b/data/jurisdictions/us/states/ok/counties/mcintosh/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 3094
   hispanic: 637
   bachelors_plus: 3053
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/15"
+    rel: in-district
+    area_weight: 0.8639
+  - to: "us/states/ok/districts/house/13"
+    rel: in-district
+    area_weight: 0.136
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 637 |
 | Bachelor's or higher | 3053 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 8](/us/states/ok/districts/senate/8.md) — 100% (state senate)
+- [OK House District 15](/us/states/ok/districts/house/15.md) — 86% (state house)
+- [OK House District 13](/us/states/ok/districts/house/13.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/murray/index.md b/data/jurisdictions/us/states/ok/counties/murray/index.md
index a2b7b961c9..69c829f271 100644
--- a/data/jurisdictions/us/states/ok/counties/murray/index.md
+++ b/data/jurisdictions/us/states/ok/counties/murray/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1906
   hispanic: 994
   bachelors_plus: 2394
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/14"
+    rel: in-district
+    area_weight: 0.6093
+  - to: "us/states/ok/districts/senate/13"
+    rel: in-district
+    area_weight: 0.3907
+  - to: "us/states/ok/districts/house/22"
+    rel: in-district
+    area_weight: 0.7501
+  - to: "us/states/ok/districts/house/48"
+    rel: in-district
+    area_weight: 0.2498
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 994 |
 | Bachelor's or higher | 2394 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 14](/us/states/ok/districts/senate/14.md) — 61% (state senate)
+- [OK Senate District 13](/us/states/ok/districts/senate/13.md) — 39% (state senate)
+- [OK House District 22](/us/states/ok/districts/house/22.md) — 75% (state house)
+- [OK House District 48](/us/states/ok/districts/house/48.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/muskogee/index.md b/data/jurisdictions/us/states/ok/counties/muskogee/index.md
index a3a17a234c..cea08675ea 100644
--- a/data/jurisdictions/us/states/ok/counties/muskogee/index.md
+++ b/data/jurisdictions/us/states/ok/counties/muskogee/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 11544
   hispanic: 4961
   bachelors_plus: 10963
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ok/districts/senate/8"
+    rel: in-district
+    area_weight: 0.5129
+  - to: "us/states/ok/districts/senate/9"
+    rel: in-district
+    area_weight: 0.487
+  - to: "us/states/ok/districts/house/13"
+    rel: in-district
+    area_weight: 0.4305
+  - to: "us/states/ok/districts/house/15"
+    rel: in-district
+    area_weight: 0.3851
+  - to: "us/states/ok/districts/house/14"
+    rel: in-district
+    area_weight: 0.1201
+  - to: "us/states/ok/districts/house/16"
+    rel: in-district
+    area_weight: 0.0642
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 4961 |
 | Bachelor's or higher | 10963 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 8](/us/states/ok/districts/senate/8.md) — 51% (state senate)
+- [OK Senate District 9](/us/states/ok/districts/senate/9.md) — 49% (state senate)
+- [OK House District 13](/us/states/ok/districts/house/13.md) — 43% (state house)
+- [OK House District 15](/us/states/ok/districts/house/15.md) — 39% (state house)
+- [OK House District 14](/us/states/ok/districts/house/14.md) — 12% (state house)
+- [OK House District 16](/us/states/ok/districts/house/16.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/noble/index.md b/data/jurisdictions/us/states/ok/counties/noble/index.md
index 1da7ff2558..063a5459de 100644
--- a/data/jurisdictions/us/states/ok/counties/noble/index.md
+++ b/data/jurisdictions/us/states/ok/counties/noble/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 697
   hispanic: 511
   bachelors_plus: 1769
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/38"
+    rel: in-district
+    area_weight: 0.6004
+  - to: "us/states/ok/districts/house/35"
+    rel: in-district
+    area_weight: 0.3996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 511 |
 | Bachelor's or higher | 1769 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 20](/us/states/ok/districts/senate/20.md) — 100% (state senate)
+- [OK House District 38](/us/states/ok/districts/house/38.md) — 60% (state house)
+- [OK House District 35](/us/states/ok/districts/house/35.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/nowata/index.md b/data/jurisdictions/us/states/ok/counties/nowata/index.md
index 98f0f18545..70e385f1dd 100644
--- a/data/jurisdictions/us/states/ok/counties/nowata/index.md
+++ b/data/jurisdictions/us/states/ok/counties/nowata/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1475
   hispanic: 300
   bachelors_plus: 1403
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/10"
+    rel: in-district
+    area_weight: 0.7258
+  - to: "us/states/ok/districts/house/6"
+    rel: in-district
+    area_weight: 0.2741
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 300 |
 | Bachelor's or higher | 1403 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 29](/us/states/ok/districts/senate/29.md) — 100% (state senate)
+- [OK House District 10](/us/states/ok/districts/house/10.md) — 73% (state house)
+- [OK House District 6](/us/states/ok/districts/house/6.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/okfuskee/index.md b/data/jurisdictions/us/states/ok/counties/okfuskee/index.md
index 0602f389bb..9ee9721235 100644
--- a/data/jurisdictions/us/states/ok/counties/okfuskee/index.md
+++ b/data/jurisdictions/us/states/ok/counties/okfuskee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2063
   hispanic: 442
   bachelors_plus: 1459
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/ok/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/house/18"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 442 |
 | Bachelor's or higher | 1459 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 8](/us/states/ok/districts/senate/8.md) — 100% (state senate)
+- [OK House District 18](/us/states/ok/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/oklahoma/index.md b/data/jurisdictions/us/states/ok/counties/oklahoma/index.md
index a5d7d4db3d..1b3b11e694 100644
--- a/data/jurisdictions/us/states/ok/counties/oklahoma/index.md
+++ b/data/jurisdictions/us/states/ok/counties/oklahoma/index.md
@@ -22,9 +22,123 @@ demographics:
   race_native: 24265
   hispanic: 162060
   bachelors_plus: 257867
+districts:
+  - to: "us/states/ok/districts/05"
+    rel: in-district
+    area_weight: 0.8141
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.1215
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.0644
+  - to: "us/states/ok/districts/senate/42"
+    rel: in-district
+    area_weight: 0.1669
+  - to: "us/states/ok/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1403
+  - to: "us/states/ok/districts/senate/48"
+    rel: in-district
+    area_weight: 0.1253
+  - to: "us/states/ok/districts/senate/41"
+    rel: in-district
+    area_weight: 0.1186
+  - to: "us/states/ok/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1109
+  - to: "us/states/ok/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0734
+  - to: "us/states/ok/districts/senate/47"
+    rel: in-district
+    area_weight: 0.0537
+  - to: "us/states/ok/districts/senate/46"
+    rel: in-district
+    area_weight: 0.0491
+  - to: "us/states/ok/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0456
+  - to: "us/states/ok/districts/senate/44"
+    rel: in-district
+    area_weight: 0.0432
+  - to: "us/states/ok/districts/senate/45"
+    rel: in-district
+    area_weight: 0.0336
+  - to: "us/states/ok/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0299
+  - to: "us/states/ok/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0095
+  - to: "us/states/ok/districts/house/36"
+    rel: in-district
+    area_weight: 0.283
+  - to: "us/states/ok/districts/house/97"
+    rel: in-district
+    area_weight: 0.1138
+  - to: "us/states/ok/districts/house/96"
+    rel: in-district
+    area_weight: 0.1031
+  - to: "us/states/ok/districts/house/101"
+    rel: in-district
+    area_weight: 0.0637
+  - to: "us/states/ok/districts/house/90"
+    rel: in-district
+    area_weight: 0.053
+  - to: "us/states/ok/districts/house/41"
+    rel: in-district
+    area_weight: 0.043
+  - to: "us/states/ok/districts/house/95"
+    rel: in-district
+    area_weight: 0.0419
+  - to: "us/states/ok/districts/house/39"
+    rel: in-district
+    area_weight: 0.0281
+  - to: "us/states/ok/districts/house/82"
+    rel: in-district
+    area_weight: 0.0278
+  - to: "us/states/ok/districts/house/94"
+    rel: in-district
+    area_weight: 0.0258
+  - to: "us/states/ok/districts/house/85"
+    rel: in-district
+    area_weight: 0.0247
+  - to: "us/states/ok/districts/house/81"
+    rel: in-district
+    area_weight: 0.0209
+  - to: "us/states/ok/districts/house/83"
+    rel: in-district
+    area_weight: 0.0179
+  - to: "us/states/ok/districts/house/31"
+    rel: in-district
+    area_weight: 0.0175
+  - to: "us/states/ok/districts/house/100"
+    rel: in-district
+    area_weight: 0.0164
+  - to: "us/states/ok/districts/house/84"
+    rel: in-district
+    area_weight: 0.0155
+  - to: "us/states/ok/districts/house/89"
+    rel: in-district
+    area_weight: 0.0149
+  - to: "us/states/ok/districts/house/87"
+    rel: in-district
+    area_weight: 0.0127
+  - to: "us/states/ok/districts/house/88"
+    rel: in-district
+    area_weight: 0.0109
+  - to: "us/states/ok/districts/house/93"
+    rel: in-district
+    area_weight: 0.0092
+  - to: "us/states/ok/districts/house/54"
+    rel: in-district
+    area_weight: 0.0062
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +170,47 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 162060 |
 | Bachelor's or higher | 257867 |
 
+## Districts
+
+- [OK-05](/us/states/ok/districts/05.md) — 81% (congressional)
+- [OK-03](/us/states/ok/districts/03.md) — 12% (congressional)
+- [OK-04](/us/states/ok/districts/04.md) — 6% (congressional)
+- [OK Senate District 42](/us/states/ok/districts/senate/42.md) — 17% (state senate)
+- [OK Senate District 28](/us/states/ok/districts/senate/28.md) — 14% (state senate)
+- [OK Senate District 48](/us/states/ok/districts/senate/48.md) — 13% (state senate)
+- [OK Senate District 41](/us/states/ok/districts/senate/41.md) — 12% (state senate)
+- [OK Senate District 17](/us/states/ok/districts/senate/17.md) — 11% (state senate)
+- [OK Senate District 22](/us/states/ok/districts/senate/22.md) — 7% (state senate)
+- [OK Senate District 47](/us/states/ok/districts/senate/47.md) — 5% (state senate)
+- [OK Senate District 46](/us/states/ok/districts/senate/46.md) — 5% (state senate)
+- [OK Senate District 40](/us/states/ok/districts/senate/40.md) — 5% (state senate)
+- [OK Senate District 44](/us/states/ok/districts/senate/44.md) — 4% (state senate)
+- [OK Senate District 45](/us/states/ok/districts/senate/45.md) — 3% (state senate)
+- [OK Senate District 30](/us/states/ok/districts/senate/30.md) — 3% (state senate)
+- [OK Senate District 18](/us/states/ok/districts/senate/18.md) — 1% (state senate)
+- [OK House District 36](/us/states/ok/districts/house/36.md) — 28% (state house)
+- [OK House District 97](/us/states/ok/districts/house/97.md) — 11% (state house)
+- [OK House District 96](/us/states/ok/districts/house/96.md) — 10% (state house)
+- [OK House District 101](/us/states/ok/districts/house/101.md) — 6% (state house)
+- [OK House District 90](/us/states/ok/districts/house/90.md) — 5% (state house)
+- [OK House District 41](/us/states/ok/districts/house/41.md) — 4% (state house)
+- [OK House District 95](/us/states/ok/districts/house/95.md) — 4% (state house)
+- [OK House District 39](/us/states/ok/districts/house/39.md) — 3% (state house)
+- [OK House District 82](/us/states/ok/districts/house/82.md) — 3% (state house)
+- [OK House District 94](/us/states/ok/districts/house/94.md) — 3% (state house)
+- [OK House District 85](/us/states/ok/districts/house/85.md) — 2% (state house)
+- [OK House District 81](/us/states/ok/districts/house/81.md) — 2% (state house)
+- [OK House District 83](/us/states/ok/districts/house/83.md) — 2% (state house)
+- [OK House District 31](/us/states/ok/districts/house/31.md) — 2% (state house)
+- [OK House District 100](/us/states/ok/districts/house/100.md) — 2% (state house)
+- [OK House District 84](/us/states/ok/districts/house/84.md) — 2% (state house)
+- [OK House District 89](/us/states/ok/districts/house/89.md) — 1% (state house)
+- [OK House District 87](/us/states/ok/districts/house/87.md) — 1% (state house)
+- [OK House District 88](/us/states/ok/districts/house/88.md) — 1% (state house)
+- [OK House District 93](/us/states/ok/districts/house/93.md) — 1% (state house)
+- [OK House District 54](/us/states/ok/districts/house/54.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/okmulgee/index.md b/data/jurisdictions/us/states/ok/counties/okmulgee/index.md
index a7e3a5d1af..55973eccd5 100644
--- a/data/jurisdictions/us/states/ok/counties/okmulgee/index.md
+++ b/data/jurisdictions/us/states/ok/counties/okmulgee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 5592
   hispanic: 1906
   bachelors_plus: 5614
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/16"
+    rel: in-district
+    area_weight: 0.832
+  - to: "us/states/ok/districts/house/24"
+    rel: in-district
+    area_weight: 0.1679
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1906 |
 | Bachelor's or higher | 5614 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 8](/us/states/ok/districts/senate/8.md) — 100% (state senate)
+- [OK House District 16](/us/states/ok/districts/house/16.md) — 83% (state house)
+- [OK House District 24](/us/states/ok/districts/house/24.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/osage/index.md b/data/jurisdictions/us/states/ok/counties/osage/index.md
index 0b7a0499cb..d094b04ac6 100644
--- a/data/jurisdictions/us/states/ok/counties/osage/index.md
+++ b/data/jurisdictions/us/states/ok/counties/osage/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 5117
   hispanic: 2155
   bachelors_plus: 9935
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9898
+  - to: "us/states/ok/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0101
+  - to: "us/states/ok/districts/house/37"
+    rel: in-district
+    area_weight: 0.5219
+  - to: "us/states/ok/districts/house/10"
+    rel: in-district
+    area_weight: 0.2909
+  - to: "us/states/ok/districts/house/35"
+    rel: in-district
+    area_weight: 0.1047
+  - to: "us/states/ok/districts/house/66"
+    rel: in-district
+    area_weight: 0.0791
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 2155 |
 | Bachelor's or higher | 9935 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 10](/us/states/ok/districts/senate/10.md) — 99% (state senate)
+- [OK Senate District 11](/us/states/ok/districts/senate/11.md) — 1% (state senate)
+- [OK House District 37](/us/states/ok/districts/house/37.md) — 52% (state house)
+- [OK House District 10](/us/states/ok/districts/house/10.md) — 29% (state house)
+- [OK House District 35](/us/states/ok/districts/house/35.md) — 10% (state house)
+- [OK House District 66](/us/states/ok/districts/house/66.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/ottawa/index.md b/data/jurisdictions/us/states/ok/counties/ottawa/index.md
index 9951ba6c1a..4dfd1b7ee3 100644
--- a/data/jurisdictions/us/states/ok/counties/ottawa/index.md
+++ b/data/jurisdictions/us/states/ok/counties/ottawa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5712
   hispanic: 1859
   bachelors_plus: 3867
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1859 |
 | Bachelor's or higher | 3867 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 1](/us/states/ok/districts/senate/1.md) — 100% (state senate)
+- [OK House District 7](/us/states/ok/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/pawnee/index.md b/data/jurisdictions/us/states/ok/counties/pawnee/index.md
index 9fa086b5b2..947727f672 100644
--- a/data/jurisdictions/us/states/ok/counties/pawnee/index.md
+++ b/data/jurisdictions/us/states/ok/counties/pawnee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1442
   hispanic: 615
   bachelors_plus: 2395
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/house/35"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 615 |
 | Bachelor's or higher | 2395 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 20](/us/states/ok/districts/senate/20.md) — 100% (state senate)
+- [OK House District 35](/us/states/ok/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/payne/index.md b/data/jurisdictions/us/states/ok/counties/payne/index.md
index c949c5f1f1..6cf75bec0e 100644
--- a/data/jurisdictions/us/states/ok/counties/payne/index.md
+++ b/data/jurisdictions/us/states/ok/counties/payne/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 3417
   hispanic: 5450
   bachelors_plus: 26095
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/ok/districts/senate/21"
+    rel: in-district
+    area_weight: 0.6025
+  - to: "us/states/ok/districts/senate/20"
+    rel: in-district
+    area_weight: 0.3975
+  - to: "us/states/ok/districts/house/33"
+    rel: in-district
+    area_weight: 0.801
+  - to: "us/states/ok/districts/house/35"
+    rel: in-district
+    area_weight: 0.1046
+  - to: "us/states/ok/districts/house/32"
+    rel: in-district
+    area_weight: 0.0623
+  - to: "us/states/ok/districts/house/34"
+    rel: in-district
+    area_weight: 0.0321
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5450 |
 | Bachelor's or higher | 26095 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 21](/us/states/ok/districts/senate/21.md) — 60% (state senate)
+- [OK Senate District 20](/us/states/ok/districts/senate/20.md) — 40% (state senate)
+- [OK House District 33](/us/states/ok/districts/house/33.md) — 80% (state house)
+- [OK House District 35](/us/states/ok/districts/house/35.md) — 10% (state house)
+- [OK House District 32](/us/states/ok/districts/house/32.md) — 6% (state house)
+- [OK House District 34](/us/states/ok/districts/house/34.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/pittsburg/index.md b/data/jurisdictions/us/states/ok/counties/pittsburg/index.md
index e149ff6b4a..32e321eb8a 100644
--- a/data/jurisdictions/us/states/ok/counties/pittsburg/index.md
+++ b/data/jurisdictions/us/states/ok/counties/pittsburg/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3569
   hispanic: 2495
   bachelors_plus: 8267
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/house/17"
+    rel: in-district
+    area_weight: 0.6157
+  - to: "us/states/ok/districts/house/18"
+    rel: in-district
+    area_weight: 0.3542
+  - to: "us/states/ok/districts/house/15"
+    rel: in-district
+    area_weight: 0.03
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2495 |
 | Bachelor's or higher | 8267 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 7](/us/states/ok/districts/senate/7.md) — 100% (state senate)
+- [OK House District 17](/us/states/ok/districts/house/17.md) — 62% (state house)
+- [OK House District 18](/us/states/ok/districts/house/18.md) — 35% (state house)
+- [OK House District 15](/us/states/ok/districts/house/15.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/pontotoc/index.md b/data/jurisdictions/us/states/ok/counties/pontotoc/index.md
index 46425ec1da..85e2be08ec 100644
--- a/data/jurisdictions/us/states/ok/counties/pontotoc/index.md
+++ b/data/jurisdictions/us/states/ok/counties/pontotoc/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6978
   hispanic: 2503
   bachelors_plus: 10598
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/ok/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/25"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2503 |
 | Bachelor's or higher | 10598 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 13](/us/states/ok/districts/senate/13.md) — 100% (state senate)
+- [OK House District 25](/us/states/ok/districts/house/25.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/pottawatomie/index.md b/data/jurisdictions/us/states/ok/counties/pottawatomie/index.md
index c899d174fa..8c53746d80 100644
--- a/data/jurisdictions/us/states/ok/counties/pottawatomie/index.md
+++ b/data/jurisdictions/us/states/ok/counties/pottawatomie/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 8348
   hispanic: 4682
   bachelors_plus: 13288
+districts:
+  - to: "us/states/ok/districts/05"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/ok/districts/senate/17"
+    rel: in-district
+    area_weight: 0.7923
+  - to: "us/states/ok/districts/senate/28"
+    rel: in-district
+    area_weight: 0.2076
+  - to: "us/states/ok/districts/house/28"
+    rel: in-district
+    area_weight: 0.4286
+  - to: "us/states/ok/districts/house/27"
+    rel: in-district
+    area_weight: 0.3447
+  - to: "us/states/ok/districts/house/26"
+    rel: in-district
+    area_weight: 0.1545
+  - to: "us/states/ok/districts/house/25"
+    rel: in-district
+    area_weight: 0.0721
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 4682 |
 | Bachelor's or higher | 13288 |
 
+## Districts
+
+- [OK-05](/us/states/ok/districts/05.md) — 100% (congressional)
+- [OK Senate District 17](/us/states/ok/districts/senate/17.md) — 79% (state senate)
+- [OK Senate District 28](/us/states/ok/districts/senate/28.md) — 21% (state senate)
+- [OK House District 28](/us/states/ok/districts/house/28.md) — 43% (state house)
+- [OK House District 27](/us/states/ok/districts/house/27.md) — 34% (state house)
+- [OK House District 26](/us/states/ok/districts/house/26.md) — 15% (state house)
+- [OK House District 25](/us/states/ok/districts/house/25.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/pushmataha/index.md b/data/jurisdictions/us/states/ok/counties/pushmataha/index.md
index 13632c40bd..a5220e7044 100644
--- a/data/jurisdictions/us/states/ok/counties/pushmataha/index.md
+++ b/data/jurisdictions/us/states/ok/counties/pushmataha/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1802
   hispanic: 467
   bachelors_plus: 1774
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/5"
+    rel: in-district
+    area_weight: 0.6504
+  - to: "us/states/ok/districts/senate/6"
+    rel: in-district
+    area_weight: 0.3495
+  - to: "us/states/ok/districts/house/19"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 467 |
 | Bachelor's or higher | 1774 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 5](/us/states/ok/districts/senate/5.md) — 65% (state senate)
+- [OK Senate District 6](/us/states/ok/districts/senate/6.md) — 35% (state senate)
+- [OK House District 19](/us/states/ok/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/roger-mills/index.md b/data/jurisdictions/us/states/ok/counties/roger-mills/index.md
index b59c0d8f6b..d861357cdd 100644
--- a/data/jurisdictions/us/states/ok/counties/roger-mills/index.md
+++ b/data/jurisdictions/us/states/ok/counties/roger-mills/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 229
   hispanic: 287
   bachelors_plus: 752
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/57"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 287 |
 | Bachelor's or higher | 752 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 27](/us/states/ok/districts/senate/27.md) — 100% (state senate)
+- [OK House District 57](/us/states/ok/districts/house/57.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/rogers/index.md b/data/jurisdictions/us/states/ok/counties/rogers/index.md
index c61404bd98..7268c11b8b 100644
--- a/data/jurisdictions/us/states/ok/counties/rogers/index.md
+++ b/data/jurisdictions/us/states/ok/counties/rogers/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 12492
   hispanic: 6085
   bachelors_plus: 24076
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.947
+  - to: "us/states/ok/districts/01"
+    rel: in-district
+    area_weight: 0.053
+  - to: "us/states/ok/districts/senate/29"
+    rel: in-district
+    area_weight: 0.458
+  - to: "us/states/ok/districts/senate/2"
+    rel: in-district
+    area_weight: 0.3862
+  - to: "us/states/ok/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0951
+  - to: "us/states/ok/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0606
+  - to: "us/states/ok/districts/house/6"
+    rel: in-district
+    area_weight: 0.5095
+  - to: "us/states/ok/districts/house/8"
+    rel: in-district
+    area_weight: 0.2748
+  - to: "us/states/ok/districts/house/23"
+    rel: in-district
+    area_weight: 0.1093
+  - to: "us/states/ok/districts/house/9"
+    rel: in-district
+    area_weight: 0.0873
+  - to: "us/states/ok/districts/house/74"
+    rel: in-district
+    area_weight: 0.0191
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 6085 |
 | Bachelor's or higher | 24076 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 95% (congressional)
+- [OK-01](/us/states/ok/districts/01.md) — 5% (congressional)
+- [OK Senate District 29](/us/states/ok/districts/senate/29.md) — 46% (state senate)
+- [OK Senate District 2](/us/states/ok/districts/senate/2.md) — 39% (state senate)
+- [OK Senate District 3](/us/states/ok/districts/senate/3.md) — 10% (state senate)
+- [OK Senate District 1](/us/states/ok/districts/senate/1.md) — 6% (state senate)
+- [OK House District 6](/us/states/ok/districts/house/6.md) — 51% (state house)
+- [OK House District 8](/us/states/ok/districts/house/8.md) — 27% (state house)
+- [OK House District 23](/us/states/ok/districts/house/23.md) — 11% (state house)
+- [OK House District 9](/us/states/ok/districts/house/9.md) — 9% (state house)
+- [OK House District 74](/us/states/ok/districts/house/74.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/seminole/index.md b/data/jurisdictions/us/states/ok/counties/seminole/index.md
index adf065eb5b..17d5c3f78c 100644
--- a/data/jurisdictions/us/states/ok/counties/seminole/index.md
+++ b/data/jurisdictions/us/states/ok/counties/seminole/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4445
   hispanic: 1331
   bachelors_plus: 3253
+districts:
+  - to: "us/states/ok/districts/05"
+    rel: in-district
+    area_weight: 0.9953
+  - to: "us/states/ok/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/house/28"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1331 |
 | Bachelor's or higher | 3253 |
 
+## Districts
+
+- [OK-05](/us/states/ok/districts/05.md) — 100% (congressional)
+- [OK Senate District 28](/us/states/ok/districts/senate/28.md) — 100% (state senate)
+- [OK House District 28](/us/states/ok/districts/house/28.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/sequoyah/index.md b/data/jurisdictions/us/states/ok/counties/sequoyah/index.md
index 3a471dc998..dffa9e9355 100644
--- a/data/jurisdictions/us/states/ok/counties/sequoyah/index.md
+++ b/data/jurisdictions/us/states/ok/counties/sequoyah/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 7468
   hispanic: 2022
   bachelors_plus: 5303
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/senate/4"
+    rel: in-district
+    area_weight: 0.7465
+  - to: "us/states/ok/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2533
+  - to: "us/states/ok/districts/house/2"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2022 |
 | Bachelor's or higher | 5303 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 4](/us/states/ok/districts/senate/4.md) — 75% (state senate)
+- [OK Senate District 7](/us/states/ok/districts/senate/7.md) — 25% (state senate)
+- [OK House District 2](/us/states/ok/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/stephens/index.md b/data/jurisdictions/us/states/ok/counties/stephens/index.md
index 21e562c81e..d7c9667f02 100644
--- a/data/jurisdictions/us/states/ok/counties/stephens/index.md
+++ b/data/jurisdictions/us/states/ok/counties/stephens/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1434
   hispanic: 3783
   bachelors_plus: 8410
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/31"
+    rel: in-district
+    area_weight: 0.799
+  - to: "us/states/ok/districts/senate/43"
+    rel: in-district
+    area_weight: 0.2009
+  - to: "us/states/ok/districts/house/50"
+    rel: in-district
+    area_weight: 0.6686
+  - to: "us/states/ok/districts/house/51"
+    rel: in-district
+    area_weight: 0.3313
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3783 |
 | Bachelor's or higher | 8410 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 31](/us/states/ok/districts/senate/31.md) — 80% (state senate)
+- [OK Senate District 43](/us/states/ok/districts/senate/43.md) — 20% (state senate)
+- [OK House District 50](/us/states/ok/districts/house/50.md) — 67% (state house)
+- [OK House District 51](/us/states/ok/districts/house/51.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/texas/index.md b/data/jurisdictions/us/states/ok/counties/texas/index.md
index 93dd94e2af..98de9daee7 100644
--- a/data/jurisdictions/us/states/ok/counties/texas/index.md
+++ b/data/jurisdictions/us/states/ok/counties/texas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 717
   hispanic: 10816
   bachelors_plus: 3754
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/house/61"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 10816 |
 | Bachelor's or higher | 3754 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 27](/us/states/ok/districts/senate/27.md) — 100% (state senate)
+- [OK House District 61](/us/states/ok/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/tillman/index.md b/data/jurisdictions/us/states/ok/counties/tillman/index.md
index b07121881d..eb6964a038 100644
--- a/data/jurisdictions/us/states/ok/counties/tillman/index.md
+++ b/data/jurisdictions/us/states/ok/counties/tillman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 148
   hispanic: 1919
   bachelors_plus: 1002
+districts:
+  - to: "us/states/ok/districts/04"
+    rel: in-district
+    area_weight: 0.9974
+  - to: "us/states/ok/districts/senate/38"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/ok/districts/house/63"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1919 |
 | Bachelor's or higher | 1002 |
 
+## Districts
+
+- [OK-04](/us/states/ok/districts/04.md) — 100% (congressional)
+- [OK Senate District 38](/us/states/ok/districts/senate/38.md) — 100% (state senate)
+- [OK House District 63](/us/states/ok/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/tulsa/index.md b/data/jurisdictions/us/states/ok/counties/tulsa/index.md
index 7c01ebacaa..7fcab23cc3 100644
--- a/data/jurisdictions/us/states/ok/counties/tulsa/index.md
+++ b/data/jurisdictions/us/states/ok/counties/tulsa/index.md
@@ -22,9 +22,117 @@ demographics:
   race_native: 33596
   hispanic: 107129
   bachelors_plus: 207642
+districts:
+  - to: "us/states/ok/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/25"
+    rel: in-district
+    area_weight: 0.2
+  - to: "us/states/ok/districts/senate/34"
+    rel: in-district
+    area_weight: 0.1744
+  - to: "us/states/ok/districts/senate/37"
+    rel: in-district
+    area_weight: 0.1261
+  - to: "us/states/ok/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1182
+  - to: "us/states/ok/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0878
+  - to: "us/states/ok/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0624
+  - to: "us/states/ok/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0623
+  - to: "us/states/ok/districts/senate/39"
+    rel: in-district
+    area_weight: 0.0454
+  - to: "us/states/ok/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0447
+  - to: "us/states/ok/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0438
+  - to: "us/states/ok/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0349
+  - to: "us/states/ok/districts/house/11"
+    rel: in-district
+    area_weight: 0.1238
+  - to: "us/states/ok/districts/house/24"
+    rel: in-district
+    area_weight: 0.1061
+  - to: "us/states/ok/districts/house/66"
+    rel: in-district
+    area_weight: 0.0848
+  - to: "us/states/ok/districts/house/16"
+    rel: in-district
+    area_weight: 0.0811
+  - to: "us/states/ok/districts/house/29"
+    rel: in-district
+    area_weight: 0.0697
+  - to: "us/states/ok/districts/house/72"
+    rel: in-district
+    area_weight: 0.0687
+  - to: "us/states/ok/districts/house/77"
+    rel: in-district
+    area_weight: 0.0648
+  - to: "us/states/ok/districts/house/68"
+    rel: in-district
+    area_weight: 0.0623
+  - to: "us/states/ok/districts/house/80"
+    rel: in-district
+    area_weight: 0.0387
+  - to: "us/states/ok/districts/house/69"
+    rel: in-district
+    area_weight: 0.0361
+  - to: "us/states/ok/districts/house/74"
+    rel: in-district
+    area_weight: 0.036
+  - to: "us/states/ok/districts/house/75"
+    rel: in-district
+    area_weight: 0.0261
+  - to: "us/states/ok/districts/house/73"
+    rel: in-district
+    area_weight: 0.0249
+  - to: "us/states/ok/districts/house/70"
+    rel: in-district
+    area_weight: 0.0232
+  - to: "us/states/ok/districts/house/23"
+    rel: in-district
+    area_weight: 0.0223
+  - to: "us/states/ok/districts/house/79"
+    rel: in-district
+    area_weight: 0.0215
+  - to: "us/states/ok/districts/house/76"
+    rel: in-district
+    area_weight: 0.0204
+  - to: "us/states/ok/districts/house/78"
+    rel: in-district
+    area_weight: 0.0194
+  - to: "us/states/ok/districts/house/67"
+    rel: in-district
+    area_weight: 0.0181
+  - to: "us/states/ok/districts/house/71"
+    rel: in-district
+    area_weight: 0.0157
+  - to: "us/states/ok/districts/house/30"
+    rel: in-district
+    area_weight: 0.0156
+  - to: "us/states/ok/districts/house/98"
+    rel: in-district
+    area_weight: 0.0155
+  - to: "us/states/ok/districts/house/9"
+    rel: in-district
+    area_weight: 0.0052
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +164,45 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 107129 |
 | Bachelor's or higher | 207642 |
 
+## Districts
+
+- [OK-01](/us/states/ok/districts/01.md) — 100% (congressional)
+- [OK Senate District 25](/us/states/ok/districts/senate/25.md) — 20% (state senate)
+- [OK Senate District 34](/us/states/ok/districts/senate/34.md) — 17% (state senate)
+- [OK Senate District 37](/us/states/ok/districts/senate/37.md) — 13% (state senate)
+- [OK Senate District 12](/us/states/ok/districts/senate/12.md) — 12% (state senate)
+- [OK Senate District 10](/us/states/ok/districts/senate/10.md) — 9% (state senate)
+- [OK Senate District 33](/us/states/ok/districts/senate/33.md) — 6% (state senate)
+- [OK Senate District 11](/us/states/ok/districts/senate/11.md) — 6% (state senate)
+- [OK Senate District 39](/us/states/ok/districts/senate/39.md) — 5% (state senate)
+- [OK Senate District 2](/us/states/ok/districts/senate/2.md) — 4% (state senate)
+- [OK Senate District 35](/us/states/ok/districts/senate/35.md) — 4% (state senate)
+- [OK Senate District 36](/us/states/ok/districts/senate/36.md) — 3% (state senate)
+- [OK House District 11](/us/states/ok/districts/house/11.md) — 12% (state house)
+- [OK House District 24](/us/states/ok/districts/house/24.md) — 11% (state house)
+- [OK House District 66](/us/states/ok/districts/house/66.md) — 8% (state house)
+- [OK House District 16](/us/states/ok/districts/house/16.md) — 8% (state house)
+- [OK House District 29](/us/states/ok/districts/house/29.md) — 7% (state house)
+- [OK House District 72](/us/states/ok/districts/house/72.md) — 7% (state house)
+- [OK House District 77](/us/states/ok/districts/house/77.md) — 6% (state house)
+- [OK House District 68](/us/states/ok/districts/house/68.md) — 6% (state house)
+- [OK House District 80](/us/states/ok/districts/house/80.md) — 4% (state house)
+- [OK House District 69](/us/states/ok/districts/house/69.md) — 4% (state house)
+- [OK House District 74](/us/states/ok/districts/house/74.md) — 4% (state house)
+- [OK House District 75](/us/states/ok/districts/house/75.md) — 3% (state house)
+- [OK House District 73](/us/states/ok/districts/house/73.md) — 2% (state house)
+- [OK House District 70](/us/states/ok/districts/house/70.md) — 2% (state house)
+- [OK House District 23](/us/states/ok/districts/house/23.md) — 2% (state house)
+- [OK House District 79](/us/states/ok/districts/house/79.md) — 2% (state house)
+- [OK House District 76](/us/states/ok/districts/house/76.md) — 2% (state house)
+- [OK House District 78](/us/states/ok/districts/house/78.md) — 2% (state house)
+- [OK House District 67](/us/states/ok/districts/house/67.md) — 2% (state house)
+- [OK House District 71](/us/states/ok/districts/house/71.md) — 2% (state house)
+- [OK House District 30](/us/states/ok/districts/house/30.md) — 2% (state house)
+- [OK House District 98](/us/states/ok/districts/house/98.md) — 2% (state house)
+- [OK House District 9](/us/states/ok/districts/house/9.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/wagoner/index.md b/data/jurisdictions/us/states/ok/counties/wagoner/index.md
index 7b83fc286b..69191186ad 100644
--- a/data/jurisdictions/us/states/ok/counties/wagoner/index.md
+++ b/data/jurisdictions/us/states/ok/counties/wagoner/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 7240
   hispanic: 7584
   bachelors_plus: 21832
+districts:
+  - to: "us/states/ok/districts/01"
+    rel: in-district
+    area_weight: 0.5907
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.4093
+  - to: "us/states/ok/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9182
+  - to: "us/states/ok/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0817
+  - to: "us/states/ok/districts/house/12"
+    rel: in-district
+    area_weight: 0.677
+  - to: "us/states/ok/districts/house/14"
+    rel: in-district
+    area_weight: 0.126
+  - to: "us/states/ok/districts/house/4"
+    rel: in-district
+    area_weight: 0.0528
+  - to: "us/states/ok/districts/house/13"
+    rel: in-district
+    area_weight: 0.0457
+  - to: "us/states/ok/districts/house/8"
+    rel: in-district
+    area_weight: 0.0428
+  - to: "us/states/ok/districts/house/23"
+    rel: in-district
+    area_weight: 0.0308
+  - to: "us/states/ok/districts/house/98"
+    rel: in-district
+    area_weight: 0.0249
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 7584 |
 | Bachelor's or higher | 21832 |
 
+## Districts
+
+- [OK-01](/us/states/ok/districts/01.md) — 59% (congressional)
+- [OK-02](/us/states/ok/districts/02.md) — 41% (congressional)
+- [OK Senate District 3](/us/states/ok/districts/senate/3.md) — 92% (state senate)
+- [OK Senate District 36](/us/states/ok/districts/senate/36.md) — 8% (state senate)
+- [OK House District 12](/us/states/ok/districts/house/12.md) — 68% (state house)
+- [OK House District 14](/us/states/ok/districts/house/14.md) — 13% (state house)
+- [OK House District 4](/us/states/ok/districts/house/4.md) — 5% (state house)
+- [OK House District 13](/us/states/ok/districts/house/13.md) — 5% (state house)
+- [OK House District 8](/us/states/ok/districts/house/8.md) — 4% (state house)
+- [OK House District 23](/us/states/ok/districts/house/23.md) — 3% (state house)
+- [OK House District 98](/us/states/ok/districts/house/98.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/washington/index.md b/data/jurisdictions/us/states/ok/counties/washington/index.md
index dc9768b2fb..f1aabceb43 100644
--- a/data/jurisdictions/us/states/ok/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ok/counties/washington/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 4548
   hispanic: 3694
   bachelors_plus: 14234
+districts:
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ok/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/10"
+    rel: in-district
+    area_weight: 0.653
+  - to: "us/states/ok/districts/house/11"
+    rel: in-district
+    area_weight: 0.347
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3694 |
 | Bachelor's or higher | 14234 |
 
+## Districts
+
+- [OK-02](/us/states/ok/districts/02.md) — 100% (congressional)
+- [OK Senate District 29](/us/states/ok/districts/senate/29.md) — 100% (state senate)
+- [OK House District 10](/us/states/ok/districts/house/10.md) — 65% (state house)
+- [OK House District 11](/us/states/ok/districts/house/11.md) — 35% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/washita/index.md b/data/jurisdictions/us/states/ok/counties/washita/index.md
index 37cc4aafa2..0c54e9b1a2 100644
--- a/data/jurisdictions/us/states/ok/counties/washita/index.md
+++ b/data/jurisdictions/us/states/ok/counties/washita/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 234
   hispanic: 1045
   bachelors_plus: 1998
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/38"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/house/55"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1045 |
 | Bachelor's or higher | 1998 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 38](/us/states/ok/districts/senate/38.md) — 100% (state senate)
+- [OK House District 55](/us/states/ok/districts/house/55.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/woods/index.md b/data/jurisdictions/us/states/ok/counties/woods/index.md
index ee8aa69386..42157bdcc0 100644
--- a/data/jurisdictions/us/states/ok/counties/woods/index.md
+++ b/data/jurisdictions/us/states/ok/counties/woods/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 234
   hispanic: 641
   bachelors_plus: 2328
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ok/districts/house/58"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 641 |
 | Bachelor's or higher | 2328 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 27](/us/states/ok/districts/senate/27.md) — 100% (state senate)
+- [OK House District 58](/us/states/ok/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/counties/woodward/index.md b/data/jurisdictions/us/states/ok/counties/woodward/index.md
index b068dac1b4..ad15cae478 100644
--- a/data/jurisdictions/us/states/ok/counties/woodward/index.md
+++ b/data/jurisdictions/us/states/ok/counties/woodward/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 692
   hispanic: 3073
   bachelors_plus: 3739
+districts:
+  - to: "us/states/ok/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/senate/27"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ok/districts/house/58"
+    rel: in-district
+    area_weight: 0.4848
+  - to: "us/states/ok/districts/house/61"
+    rel: in-district
+    area_weight: 0.2886
+  - to: "us/states/ok/districts/house/59"
+    rel: in-district
+    area_weight: 0.2266
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ok]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3073 |
 | Bachelor's or higher | 3739 |
 
+## Districts
+
+- [OK-03](/us/states/ok/districts/03.md) — 100% (congressional)
+- [OK Senate District 27](/us/states/ok/districts/senate/27.md) — 100% (state senate)
+- [OK House District 58](/us/states/ok/districts/house/58.md) — 48% (state house)
+- [OK House District 61](/us/states/ok/districts/house/61.md) — 29% (state house)
+- [OK House District 59](/us/states/ok/districts/house/59.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ok/districts/01.md b/data/jurisdictions/us/states/ok/districts/01.md
index 5b0a67c77c..a1409abcb8 100644
--- a/data/jurisdictions/us/states/ok/districts/01.md
+++ b/data/jurisdictions/us/states/ok/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 192374
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ok]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ok/districts/02.md b/data/jurisdictions/us/states/ok/districts/02.md
index fa2493e279..f4d10f6e69 100644
--- a/data/jurisdictions/us/states/ok/districts/02.md
+++ b/data/jurisdictions/us/states/ok/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 116144
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ok]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ok/districts/03.md b/data/jurisdictions/us/states/ok/districts/03.md
index 42c41d12ea..73132813ef 100644
--- a/data/jurisdictions/us/states/ok/districts/03.md
+++ b/data/jurisdictions/us/states/ok/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 118529
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ok]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ok/districts/04.md b/data/jurisdictions/us/states/ok/districts/04.md
index cf0f56785e..7e63d06c80 100644
--- a/data/jurisdictions/us/states/ok/districts/04.md
+++ b/data/jurisdictions/us/states/ok/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 148722
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ok]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ok/districts/05.md b/data/jurisdictions/us/states/ok/districts/05.md
index d79e9fdcef..b68d8f6f11 100644
--- a/data/jurisdictions/us/states/ok/districts/05.md
+++ b/data/jurisdictions/us/states/ok/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 223841
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ok]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ok/districts/house/1.md b/data/jurisdictions/us/states/ok/districts/house/1.md
new file mode 100644
index 0000000000..0060c416ad
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 1"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 1
+
+State House district 1 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/10.md b/data/jurisdictions/us/states/ok/districts/house/10.md
new file mode 100644
index 0000000000..4f7f1819d1
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 10"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 10
+
+State House district 10 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/100.md b/data/jurisdictions/us/states/ok/districts/house/100.md
new file mode 100644
index 0000000000..6c54c03d5a
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 100"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 100
+
+State House district 100 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/101.md b/data/jurisdictions/us/states/ok/districts/house/101.md
new file mode 100644
index 0000000000..658a1e75ce
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 101"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 101
+
+State House district 101 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/11.md b/data/jurisdictions/us/states/ok/districts/house/11.md
new file mode 100644
index 0000000000..e089e10884
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 11"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 11
+
+State House district 11 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/12.md b/data/jurisdictions/us/states/ok/districts/house/12.md
new file mode 100644
index 0000000000..473da857b9
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 12"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 12
+
+State House district 12 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/13.md b/data/jurisdictions/us/states/ok/districts/house/13.md
new file mode 100644
index 0000000000..0e23db1e1a
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 13"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 13
+
+State House district 13 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/14.md b/data/jurisdictions/us/states/ok/districts/house/14.md
new file mode 100644
index 0000000000..347d5dadba
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 14"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 14
+
+State House district 14 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/15.md b/data/jurisdictions/us/states/ok/districts/house/15.md
new file mode 100644
index 0000000000..8630397d07
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 15"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 15
+
+State House district 15 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/16.md b/data/jurisdictions/us/states/ok/districts/house/16.md
new file mode 100644
index 0000000000..9da34f4f8d
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 16"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 16
+
+State House district 16 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/17.md b/data/jurisdictions/us/states/ok/districts/house/17.md
new file mode 100644
index 0000000000..9922eef3b6
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 17"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 17
+
+State House district 17 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/18.md b/data/jurisdictions/us/states/ok/districts/house/18.md
new file mode 100644
index 0000000000..d83f216a07
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 18"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 18
+
+State House district 18 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/19.md b/data/jurisdictions/us/states/ok/districts/house/19.md
new file mode 100644
index 0000000000..39cf474273
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 19"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 19
+
+State House district 19 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/2.md b/data/jurisdictions/us/states/ok/districts/house/2.md
new file mode 100644
index 0000000000..11a9de3809
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 2"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 2
+
+State House district 2 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/20.md b/data/jurisdictions/us/states/ok/districts/house/20.md
new file mode 100644
index 0000000000..f75d77ddd2
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 20"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 20
+
+State House district 20 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/21.md b/data/jurisdictions/us/states/ok/districts/house/21.md
new file mode 100644
index 0000000000..4f45cf8383
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 21"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 21
+
+State House district 21 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/22.md b/data/jurisdictions/us/states/ok/districts/house/22.md
new file mode 100644
index 0000000000..b61f0eb539
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 22"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 22
+
+State House district 22 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/23.md b/data/jurisdictions/us/states/ok/districts/house/23.md
new file mode 100644
index 0000000000..afd0bb95bb
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 23"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 23
+
+State House district 23 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/24.md b/data/jurisdictions/us/states/ok/districts/house/24.md
new file mode 100644
index 0000000000..3d85f98346
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 24"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 24
+
+State House district 24 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/25.md b/data/jurisdictions/us/states/ok/districts/house/25.md
new file mode 100644
index 0000000000..48ae83111a
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 25"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 25
+
+State House district 25 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/26.md b/data/jurisdictions/us/states/ok/districts/house/26.md
new file mode 100644
index 0000000000..d446bd2607
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 26"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 26
+
+State House district 26 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/27.md b/data/jurisdictions/us/states/ok/districts/house/27.md
new file mode 100644
index 0000000000..9cc66bc78b
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 27"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 27
+
+State House district 27 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/28.md b/data/jurisdictions/us/states/ok/districts/house/28.md
new file mode 100644
index 0000000000..593622cbd9
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 28"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 28
+
+State House district 28 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/29.md b/data/jurisdictions/us/states/ok/districts/house/29.md
new file mode 100644
index 0000000000..974b6a4d82
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 29"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 29
+
+State House district 29 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/3.md b/data/jurisdictions/us/states/ok/districts/house/3.md
new file mode 100644
index 0000000000..8de253b845
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 3"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 3
+
+State House district 3 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/30.md b/data/jurisdictions/us/states/ok/districts/house/30.md
new file mode 100644
index 0000000000..4ff6ffd190
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 30"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 30
+
+State House district 30 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/31.md b/data/jurisdictions/us/states/ok/districts/house/31.md
new file mode 100644
index 0000000000..20866d1c42
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 31"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 31
+
+State House district 31 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/32.md b/data/jurisdictions/us/states/ok/districts/house/32.md
new file mode 100644
index 0000000000..100ddc4f24
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 32"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 32
+
+State House district 32 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/33.md b/data/jurisdictions/us/states/ok/districts/house/33.md
new file mode 100644
index 0000000000..f865c51293
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 33"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 33
+
+State House district 33 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/34.md b/data/jurisdictions/us/states/ok/districts/house/34.md
new file mode 100644
index 0000000000..fe88bd685f
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 34"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 34
+
+State House district 34 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/35.md b/data/jurisdictions/us/states/ok/districts/house/35.md
new file mode 100644
index 0000000000..26b40e9c69
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 35"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 35
+
+State House district 35 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/36.md b/data/jurisdictions/us/states/ok/districts/house/36.md
new file mode 100644
index 0000000000..e75ad14b45
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 36"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 36
+
+State House district 36 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/37.md b/data/jurisdictions/us/states/ok/districts/house/37.md
new file mode 100644
index 0000000000..4b694b0b8f
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 37"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 37
+
+State House district 37 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/38.md b/data/jurisdictions/us/states/ok/districts/house/38.md
new file mode 100644
index 0000000000..be9e695483
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 38"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 38
+
+State House district 38 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/39.md b/data/jurisdictions/us/states/ok/districts/house/39.md
new file mode 100644
index 0000000000..b50d574671
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 39"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 39
+
+State House district 39 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/4.md b/data/jurisdictions/us/states/ok/districts/house/4.md
new file mode 100644
index 0000000000..b188ed0f2c
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 4"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 4
+
+State House district 4 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/40.md b/data/jurisdictions/us/states/ok/districts/house/40.md
new file mode 100644
index 0000000000..aae6e82d8d
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 40"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 40
+
+State House district 40 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/41.md b/data/jurisdictions/us/states/ok/districts/house/41.md
new file mode 100644
index 0000000000..0e5ca1cc30
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 41"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 41
+
+State House district 41 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/42.md b/data/jurisdictions/us/states/ok/districts/house/42.md
new file mode 100644
index 0000000000..a87251974f
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 42"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 42
+
+State House district 42 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/43.md b/data/jurisdictions/us/states/ok/districts/house/43.md
new file mode 100644
index 0000000000..0455605cfe
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 43"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 43
+
+State House district 43 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/44.md b/data/jurisdictions/us/states/ok/districts/house/44.md
new file mode 100644
index 0000000000..e2812a03d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 44"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 44
+
+State House district 44 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/45.md b/data/jurisdictions/us/states/ok/districts/house/45.md
new file mode 100644
index 0000000000..ce7a50bffe
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 45"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 45
+
+State House district 45 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/46.md b/data/jurisdictions/us/states/ok/districts/house/46.md
new file mode 100644
index 0000000000..cebfb2f70b
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 46"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 46
+
+State House district 46 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/47.md b/data/jurisdictions/us/states/ok/districts/house/47.md
new file mode 100644
index 0000000000..001577b18b
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 47"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 47
+
+State House district 47 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/48.md b/data/jurisdictions/us/states/ok/districts/house/48.md
new file mode 100644
index 0000000000..7c3e2aef3a
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 48"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 48
+
+State House district 48 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/49.md b/data/jurisdictions/us/states/ok/districts/house/49.md
new file mode 100644
index 0000000000..3f87ceba10
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 49"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 49
+
+State House district 49 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/5.md b/data/jurisdictions/us/states/ok/districts/house/5.md
new file mode 100644
index 0000000000..d9b398ec3f
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 5"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 5
+
+State House district 5 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/50.md b/data/jurisdictions/us/states/ok/districts/house/50.md
new file mode 100644
index 0000000000..fb6fa7aa13
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 50"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 50
+
+State House district 50 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/51.md b/data/jurisdictions/us/states/ok/districts/house/51.md
new file mode 100644
index 0000000000..1a24d5a470
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 51"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 51
+
+State House district 51 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/52.md b/data/jurisdictions/us/states/ok/districts/house/52.md
new file mode 100644
index 0000000000..b39714d8b5
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 52"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 52
+
+State House district 52 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/53.md b/data/jurisdictions/us/states/ok/districts/house/53.md
new file mode 100644
index 0000000000..943ecbc657
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 53"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 53
+
+State House district 53 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/54.md b/data/jurisdictions/us/states/ok/districts/house/54.md
new file mode 100644
index 0000000000..e1ba85dcf7
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 54"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 54
+
+State House district 54 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/55.md b/data/jurisdictions/us/states/ok/districts/house/55.md
new file mode 100644
index 0000000000..7ac44d64b8
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 55"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 55
+
+State House district 55 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/56.md b/data/jurisdictions/us/states/ok/districts/house/56.md
new file mode 100644
index 0000000000..5296005465
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 56"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 56
+
+State House district 56 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/57.md b/data/jurisdictions/us/states/ok/districts/house/57.md
new file mode 100644
index 0000000000..933928faa2
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 57"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 57
+
+State House district 57 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/58.md b/data/jurisdictions/us/states/ok/districts/house/58.md
new file mode 100644
index 0000000000..b60abe450f
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 58"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 58
+
+State House district 58 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/59.md b/data/jurisdictions/us/states/ok/districts/house/59.md
new file mode 100644
index 0000000000..34a191d321
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 59"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 59
+
+State House district 59 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/6.md b/data/jurisdictions/us/states/ok/districts/house/6.md
new file mode 100644
index 0000000000..c3ada44a0b
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 6"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 6
+
+State House district 6 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/60.md b/data/jurisdictions/us/states/ok/districts/house/60.md
new file mode 100644
index 0000000000..3974a80f63
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 60"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 60
+
+State House district 60 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/61.md b/data/jurisdictions/us/states/ok/districts/house/61.md
new file mode 100644
index 0000000000..4cea3af2fe
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 61"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 61
+
+State House district 61 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/62.md b/data/jurisdictions/us/states/ok/districts/house/62.md
new file mode 100644
index 0000000000..1c745b6b9a
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 62"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 62
+
+State House district 62 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/63.md b/data/jurisdictions/us/states/ok/districts/house/63.md
new file mode 100644
index 0000000000..c76b51542d
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 63"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 63
+
+State House district 63 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/64.md b/data/jurisdictions/us/states/ok/districts/house/64.md
new file mode 100644
index 0000000000..0a8e6014d8
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 64"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 64
+
+State House district 64 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/65.md b/data/jurisdictions/us/states/ok/districts/house/65.md
new file mode 100644
index 0000000000..c73fdc5b87
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 65"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 65
+
+State House district 65 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/66.md b/data/jurisdictions/us/states/ok/districts/house/66.md
new file mode 100644
index 0000000000..9f422706d4
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 66"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 66
+
+State House district 66 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/67.md b/data/jurisdictions/us/states/ok/districts/house/67.md
new file mode 100644
index 0000000000..56a667c478
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 67"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 67
+
+State House district 67 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/68.md b/data/jurisdictions/us/states/ok/districts/house/68.md
new file mode 100644
index 0000000000..78dd430e7d
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 68"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 68
+
+State House district 68 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/69.md b/data/jurisdictions/us/states/ok/districts/house/69.md
new file mode 100644
index 0000000000..a4dbf608a3
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 69"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 69
+
+State House district 69 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/7.md b/data/jurisdictions/us/states/ok/districts/house/7.md
new file mode 100644
index 0000000000..ce448969e1
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 7"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 7
+
+State House district 7 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/70.md b/data/jurisdictions/us/states/ok/districts/house/70.md
new file mode 100644
index 0000000000..4171ec927d
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 70"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 70
+
+State House district 70 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/71.md b/data/jurisdictions/us/states/ok/districts/house/71.md
new file mode 100644
index 0000000000..d36ceceafa
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 71"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 71
+
+State House district 71 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/72.md b/data/jurisdictions/us/states/ok/districts/house/72.md
new file mode 100644
index 0000000000..7fcf641435
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 72"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 72
+
+State House district 72 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/73.md b/data/jurisdictions/us/states/ok/districts/house/73.md
new file mode 100644
index 0000000000..4c54250693
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 73"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 73
+
+State House district 73 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/74.md b/data/jurisdictions/us/states/ok/districts/house/74.md
new file mode 100644
index 0000000000..d1ba4a1db5
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 74"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 74
+
+State House district 74 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/75.md b/data/jurisdictions/us/states/ok/districts/house/75.md
new file mode 100644
index 0000000000..b4489f10f9
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 75"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 75
+
+State House district 75 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/76.md b/data/jurisdictions/us/states/ok/districts/house/76.md
new file mode 100644
index 0000000000..a83a83ad26
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 76"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 76
+
+State House district 76 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/77.md b/data/jurisdictions/us/states/ok/districts/house/77.md
new file mode 100644
index 0000000000..c42e3ba16c
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 77"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 77
+
+State House district 77 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/78.md b/data/jurisdictions/us/states/ok/districts/house/78.md
new file mode 100644
index 0000000000..04f8e869cf
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 78"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 78
+
+State House district 78 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/79.md b/data/jurisdictions/us/states/ok/districts/house/79.md
new file mode 100644
index 0000000000..475195555d
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 79"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 79
+
+State House district 79 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/8.md b/data/jurisdictions/us/states/ok/districts/house/8.md
new file mode 100644
index 0000000000..67cd6d4575
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 8"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 8
+
+State House district 8 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/80.md b/data/jurisdictions/us/states/ok/districts/house/80.md
new file mode 100644
index 0000000000..43b457e379
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 80"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 80
+
+State House district 80 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/81.md b/data/jurisdictions/us/states/ok/districts/house/81.md
new file mode 100644
index 0000000000..abdd3effa1
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 81"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 81
+
+State House district 81 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/82.md b/data/jurisdictions/us/states/ok/districts/house/82.md
new file mode 100644
index 0000000000..e2f953f609
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 82"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 82
+
+State House district 82 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/83.md b/data/jurisdictions/us/states/ok/districts/house/83.md
new file mode 100644
index 0000000000..c23a3a838f
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 83"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 83
+
+State House district 83 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/84.md b/data/jurisdictions/us/states/ok/districts/house/84.md
new file mode 100644
index 0000000000..48553b536d
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 84"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 84
+
+State House district 84 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/85.md b/data/jurisdictions/us/states/ok/districts/house/85.md
new file mode 100644
index 0000000000..2b4c2d6868
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 85"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 85
+
+State House district 85 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/86.md b/data/jurisdictions/us/states/ok/districts/house/86.md
new file mode 100644
index 0000000000..526fe1670b
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 86"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 86
+
+State House district 86 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/87.md b/data/jurisdictions/us/states/ok/districts/house/87.md
new file mode 100644
index 0000000000..2623cdf55e
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 87"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 87
+
+State House district 87 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/88.md b/data/jurisdictions/us/states/ok/districts/house/88.md
new file mode 100644
index 0000000000..aa71df8b0f
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 88"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 88
+
+State House district 88 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/89.md b/data/jurisdictions/us/states/ok/districts/house/89.md
new file mode 100644
index 0000000000..c002b8d110
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 89"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 89
+
+State House district 89 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/9.md b/data/jurisdictions/us/states/ok/districts/house/9.md
new file mode 100644
index 0000000000..e05a57293a
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 9"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 9
+
+State House district 9 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/90.md b/data/jurisdictions/us/states/ok/districts/house/90.md
new file mode 100644
index 0000000000..056d56f2bf
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 90"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 90
+
+State House district 90 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/91.md b/data/jurisdictions/us/states/ok/districts/house/91.md
new file mode 100644
index 0000000000..802b2adae5
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 91"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 91
+
+State House district 91 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/93.md b/data/jurisdictions/us/states/ok/districts/house/93.md
new file mode 100644
index 0000000000..4ccf35f113
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 93"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 93
+
+State House district 93 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/94.md b/data/jurisdictions/us/states/ok/districts/house/94.md
new file mode 100644
index 0000000000..42258faebc
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 94"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 94
+
+State House district 94 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/95.md b/data/jurisdictions/us/states/ok/districts/house/95.md
new file mode 100644
index 0000000000..270e99b086
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 95"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 95
+
+State House district 95 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/96.md b/data/jurisdictions/us/states/ok/districts/house/96.md
new file mode 100644
index 0000000000..18d8ca2804
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 96"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 96
+
+State House district 96 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/97.md b/data/jurisdictions/us/states/ok/districts/house/97.md
new file mode 100644
index 0000000000..e8d752a111
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 97"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 97
+
+State House district 97 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/house/98.md b/data/jurisdictions/us/states/ok/districts/house/98.md
new file mode 100644
index 0000000000..f7875e856b
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK House District 98"
+classification: state-house-district
+state: "OK"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK House District 98
+
+State House district 98 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/1.md b/data/jurisdictions/us/states/ok/districts/senate/1.md
new file mode 100644
index 0000000000..3a9dd428b9
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 1"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 1
+
+State Senate district 1 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/10.md b/data/jurisdictions/us/states/ok/districts/senate/10.md
new file mode 100644
index 0000000000..1ac9a59546
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 10"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 10
+
+State Senate district 10 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/11.md b/data/jurisdictions/us/states/ok/districts/senate/11.md
new file mode 100644
index 0000000000..2fbccaf2cb
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 11"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 11
+
+State Senate district 11 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/12.md b/data/jurisdictions/us/states/ok/districts/senate/12.md
new file mode 100644
index 0000000000..f5f2d1d5dd
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 12"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 12
+
+State Senate district 12 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/13.md b/data/jurisdictions/us/states/ok/districts/senate/13.md
new file mode 100644
index 0000000000..cc4b98b864
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 13"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 13
+
+State Senate district 13 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/14.md b/data/jurisdictions/us/states/ok/districts/senate/14.md
new file mode 100644
index 0000000000..b55ba91596
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 14"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 14
+
+State Senate district 14 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/15.md b/data/jurisdictions/us/states/ok/districts/senate/15.md
new file mode 100644
index 0000000000..b6485892fc
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 15"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 15
+
+State Senate district 15 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/16.md b/data/jurisdictions/us/states/ok/districts/senate/16.md
new file mode 100644
index 0000000000..46e4ec9281
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 16"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 16
+
+State Senate district 16 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/17.md b/data/jurisdictions/us/states/ok/districts/senate/17.md
new file mode 100644
index 0000000000..ff3daa75be
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 17"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 17
+
+State Senate district 17 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/18.md b/data/jurisdictions/us/states/ok/districts/senate/18.md
new file mode 100644
index 0000000000..821930b7f1
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 18"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 18
+
+State Senate district 18 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/19.md b/data/jurisdictions/us/states/ok/districts/senate/19.md
new file mode 100644
index 0000000000..7c2ebcaad0
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 19"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 19
+
+State Senate district 19 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/2.md b/data/jurisdictions/us/states/ok/districts/senate/2.md
new file mode 100644
index 0000000000..ef7a5c44e3
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 2"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 2
+
+State Senate district 2 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/20.md b/data/jurisdictions/us/states/ok/districts/senate/20.md
new file mode 100644
index 0000000000..8f3df2c3af
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 20"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 20
+
+State Senate district 20 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/21.md b/data/jurisdictions/us/states/ok/districts/senate/21.md
new file mode 100644
index 0000000000..f5c9986ae8
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 21"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 21
+
+State Senate district 21 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/22.md b/data/jurisdictions/us/states/ok/districts/senate/22.md
new file mode 100644
index 0000000000..20c41b32c3
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 22"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 22
+
+State Senate district 22 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/23.md b/data/jurisdictions/us/states/ok/districts/senate/23.md
new file mode 100644
index 0000000000..cf6694cb28
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 23"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 23
+
+State Senate district 23 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/24.md b/data/jurisdictions/us/states/ok/districts/senate/24.md
new file mode 100644
index 0000000000..7b556d609f
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 24"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 24
+
+State Senate district 24 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/25.md b/data/jurisdictions/us/states/ok/districts/senate/25.md
new file mode 100644
index 0000000000..d8edff8d72
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 25"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 25
+
+State Senate district 25 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/26.md b/data/jurisdictions/us/states/ok/districts/senate/26.md
new file mode 100644
index 0000000000..430e51ef06
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 26"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 26
+
+State Senate district 26 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/27.md b/data/jurisdictions/us/states/ok/districts/senate/27.md
new file mode 100644
index 0000000000..6f19514d59
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 27"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 27
+
+State Senate district 27 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/28.md b/data/jurisdictions/us/states/ok/districts/senate/28.md
new file mode 100644
index 0000000000..15c7cb49a3
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 28"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 28
+
+State Senate district 28 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/29.md b/data/jurisdictions/us/states/ok/districts/senate/29.md
new file mode 100644
index 0000000000..fd06b1704a
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 29"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 29
+
+State Senate district 29 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/3.md b/data/jurisdictions/us/states/ok/districts/senate/3.md
new file mode 100644
index 0000000000..36c7a8d798
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 3"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 3
+
+State Senate district 3 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/30.md b/data/jurisdictions/us/states/ok/districts/senate/30.md
new file mode 100644
index 0000000000..d3b2c95b7d
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 30"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 30
+
+State Senate district 30 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/31.md b/data/jurisdictions/us/states/ok/districts/senate/31.md
new file mode 100644
index 0000000000..44f2222d08
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 31"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 31
+
+State Senate district 31 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/32.md b/data/jurisdictions/us/states/ok/districts/senate/32.md
new file mode 100644
index 0000000000..6bf667297b
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 32"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 32
+
+State Senate district 32 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/33.md b/data/jurisdictions/us/states/ok/districts/senate/33.md
new file mode 100644
index 0000000000..d81582e92b
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 33"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 33
+
+State Senate district 33 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/34.md b/data/jurisdictions/us/states/ok/districts/senate/34.md
new file mode 100644
index 0000000000..008aa2e169
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 34"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 34
+
+State Senate district 34 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/35.md b/data/jurisdictions/us/states/ok/districts/senate/35.md
new file mode 100644
index 0000000000..bf357fb115
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 35"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 35
+
+State Senate district 35 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/36.md b/data/jurisdictions/us/states/ok/districts/senate/36.md
new file mode 100644
index 0000000000..6cdac0b9f3
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 36"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 36
+
+State Senate district 36 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/37.md b/data/jurisdictions/us/states/ok/districts/senate/37.md
new file mode 100644
index 0000000000..1643e63c29
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 37"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 37
+
+State Senate district 37 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/38.md b/data/jurisdictions/us/states/ok/districts/senate/38.md
new file mode 100644
index 0000000000..3fd0e58a8b
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 38"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 38
+
+State Senate district 38 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/39.md b/data/jurisdictions/us/states/ok/districts/senate/39.md
new file mode 100644
index 0000000000..37bbb50c0f
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 39"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 39
+
+State Senate district 39 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/4.md b/data/jurisdictions/us/states/ok/districts/senate/4.md
new file mode 100644
index 0000000000..2330dc16d0
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 4"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 4
+
+State Senate district 4 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/40.md b/data/jurisdictions/us/states/ok/districts/senate/40.md
new file mode 100644
index 0000000000..db6c2baa70
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 40"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 40
+
+State Senate district 40 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/41.md b/data/jurisdictions/us/states/ok/districts/senate/41.md
new file mode 100644
index 0000000000..6bb6a98e88
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 41"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 41
+
+State Senate district 41 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/42.md b/data/jurisdictions/us/states/ok/districts/senate/42.md
new file mode 100644
index 0000000000..7fddcb633c
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 42"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 42
+
+State Senate district 42 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/43.md b/data/jurisdictions/us/states/ok/districts/senate/43.md
new file mode 100644
index 0000000000..11dc8fd7cb
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 43"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 43
+
+State Senate district 43 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/44.md b/data/jurisdictions/us/states/ok/districts/senate/44.md
new file mode 100644
index 0000000000..fe9a37b525
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 44"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 44
+
+State Senate district 44 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/45.md b/data/jurisdictions/us/states/ok/districts/senate/45.md
new file mode 100644
index 0000000000..5d3a7d10d2
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 45"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 45
+
+State Senate district 45 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/46.md b/data/jurisdictions/us/states/ok/districts/senate/46.md
new file mode 100644
index 0000000000..ed337a6303
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 46"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 46
+
+State Senate district 46 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/47.md b/data/jurisdictions/us/states/ok/districts/senate/47.md
new file mode 100644
index 0000000000..e6c3d91937
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 47"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 47
+
+State Senate district 47 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/48.md b/data/jurisdictions/us/states/ok/districts/senate/48.md
new file mode 100644
index 0000000000..9b6c6c7162
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 48"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 48
+
+State Senate district 48 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/5.md b/data/jurisdictions/us/states/ok/districts/senate/5.md
new file mode 100644
index 0000000000..0ec21aae30
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 5"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 5
+
+State Senate district 5 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/6.md b/data/jurisdictions/us/states/ok/districts/senate/6.md
new file mode 100644
index 0000000000..2bcbbae5f9
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 6"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 6
+
+State Senate district 6 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/7.md b/data/jurisdictions/us/states/ok/districts/senate/7.md
new file mode 100644
index 0000000000..ce16427e5e
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 7"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 7
+
+State Senate district 7 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/8.md b/data/jurisdictions/us/states/ok/districts/senate/8.md
new file mode 100644
index 0000000000..b6de557c61
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 8"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 8
+
+State Senate district 8 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/districts/senate/9.md b/data/jurisdictions/us/states/ok/districts/senate/9.md
new file mode 100644
index 0000000000..c3be78d4e4
--- /dev/null
+++ b/data/jurisdictions/us/states/ok/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OK Senate District 9"
+classification: state-senate-district
+state: "OK"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ok]
+timestamp: "2026-07-03"
+---
+
+# OK Senate District 9
+
+State Senate district 9 (OK).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ok/people/aaron-reinhardt.md b/data/jurisdictions/us/states/ok/people/aaron-reinhardt.md
index ed0adbbfd0..26c3efca84 100644
--- a/data/jurisdictions/us/states/ok/people/aaron-reinhardt.md
+++ b/data/jurisdictions/us/states/ok/people/aaron-reinhardt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 37"
+represents: "us/states/ok/districts/senate/37"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 37 (OK State Senate District 37).
 
+Represents [OK State Senate District 37](/us/states/ok/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/adam-pugh.md b/data/jurisdictions/us/states/ok/people/adam-pugh.md
index d9fb3f3cad..4f4f111702 100644
--- a/data/jurisdictions/us/states/ok/people/adam-pugh.md
+++ b/data/jurisdictions/us/states/ok/people/adam-pugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 41"
+represents: "us/states/ok/districts/senate/41"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 41 (OK State Senate District 41).
 
+Represents [OK State Senate District 41](/us/states/ok/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/aletia-timmons.md b/data/jurisdictions/us/states/ok/people/aletia-timmons.md
index d4a94616d4..27140971c9 100644
--- a/data/jurisdictions/us/states/ok/people/aletia-timmons.md
+++ b/data/jurisdictions/us/states/ok/people/aletia-timmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 97"
+represents: "us/states/ok/districts/house/97"
 tenure:
   start: "2025-06-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 97 (OK State House of Representatives District 97).
 
+Represents [OK State House of Representatives District 97](/us/states/ok/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/ally-seifried.md b/data/jurisdictions/us/states/ok/people/ally-seifried.md
index b0544fc937..91f3c69e14 100644
--- a/data/jurisdictions/us/states/ok/people/ally-seifried.md
+++ b/data/jurisdictions/us/states/ok/people/ally-seifried.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 2"
+represents: "us/states/ok/districts/senate/2"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 2 (OK State Senate District 2).
 
+Represents [OK State Senate District 2](/us/states/ok/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/amanda-clinton.md b/data/jurisdictions/us/states/ok/people/amanda-clinton.md
index c2df4165b5..af08b759e2 100644
--- a/data/jurisdictions/us/states/ok/people/amanda-clinton.md
+++ b/data/jurisdictions/us/states/ok/people/amanda-clinton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 71"
+represents: "us/states/ok/districts/house/71"
 tenure:
   start: "2025-06-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 71 (OK State House of Representatives District 71).
 
+Represents [OK State House of Representatives District 71](/us/states/ok/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/andy-fugate.md b/data/jurisdictions/us/states/ok/people/andy-fugate.md
index 63614c9c21..d8ef149d30 100644
--- a/data/jurisdictions/us/states/ok/people/andy-fugate.md
+++ b/data/jurisdictions/us/states/ok/people/andy-fugate.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 94"
+represents: "us/states/ok/districts/house/94"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 94 (OK State House of Representatives District 94).
 
+Represents [OK State House of Representatives District 94](/us/states/ok/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/annie-menz.md b/data/jurisdictions/us/states/ok/people/annie-menz.md
index f0db372dc4..7be247919f 100644
--- a/data/jurisdictions/us/states/ok/people/annie-menz.md
+++ b/data/jurisdictions/us/states/ok/people/annie-menz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 45"
+represents: "us/states/ok/districts/house/45"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 45 (OK State House of Representatives District 45).
 
+Represents [OK State House of Representatives District 45](/us/states/ok/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/anthony-moore.md b/data/jurisdictions/us/states/ok/people/anthony-moore.md
index ef40b153c6..86daae5adf 100644
--- a/data/jurisdictions/us/states/ok/people/anthony-moore.md
+++ b/data/jurisdictions/us/states/ok/people/anthony-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 57"
+represents: "us/states/ok/districts/house/57"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 57 (OK State House of Representatives District 57).
 
+Represents [OK State House of Representatives District 57](/us/states/ok/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/arturo-alonso.md b/data/jurisdictions/us/states/ok/people/arturo-alonso.md
index 7b09c2bab6..b6a0f0af22 100644
--- a/data/jurisdictions/us/states/ok/people/arturo-alonso.md
+++ b/data/jurisdictions/us/states/ok/people/arturo-alonso.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 89"
+represents: "us/states/ok/districts/house/89"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 89 (OK State House of Representatives District 89).
 
+Represents [OK State House of Representatives District 89](/us/states/ok/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/avery-frix.md b/data/jurisdictions/us/states/ok/people/avery-frix.md
index 4c15eba3f5..be0e9c68b4 100644
--- a/data/jurisdictions/us/states/ok/people/avery-frix.md
+++ b/data/jurisdictions/us/states/ok/people/avery-frix.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 9"
+represents: "us/states/ok/districts/senate/9"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 9 (OK State Senate District 9).
 
+Represents [OK State Senate District 9](/us/states/ok/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/bill-coleman.md b/data/jurisdictions/us/states/ok/people/bill-coleman.md
index 2b09fac05b..fc3d23ff09 100644
--- a/data/jurisdictions/us/states/ok/people/bill-coleman.md
+++ b/data/jurisdictions/us/states/ok/people/bill-coleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 10"
+represents: "us/states/ok/districts/senate/10"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 10 (OK State Senate District 10).
 
+Represents [OK State Senate District 10](/us/states/ok/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/bob-culver.md b/data/jurisdictions/us/states/ok/people/bob-culver.md
index a88a065434..f32ee52df7 100644
--- a/data/jurisdictions/us/states/ok/people/bob-culver.md
+++ b/data/jurisdictions/us/states/ok/people/bob-culver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 4"
+represents: "us/states/ok/districts/house/4"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 4 (OK State House of Representatives District 4).
 
+Represents [OK State House of Representatives District 4](/us/states/ok/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/brad-boles.md b/data/jurisdictions/us/states/ok/people/brad-boles.md
index fb529b8617..6b580d69a2 100644
--- a/data/jurisdictions/us/states/ok/people/brad-boles.md
+++ b/data/jurisdictions/us/states/ok/people/brad-boles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 51"
+represents: "us/states/ok/districts/house/51"
 tenure:
   start: "2018-03-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 51 (OK State House of Representatives District 51).
 
+Represents [OK State House of Representatives District 51](/us/states/ok/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/brenda-stanley.md b/data/jurisdictions/us/states/ok/people/brenda-stanley.md
index 92c4dbba88..b02dcfb6b7 100644
--- a/data/jurisdictions/us/states/ok/people/brenda-stanley.md
+++ b/data/jurisdictions/us/states/ok/people/brenda-stanley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 42"
+represents: "us/states/ok/districts/senate/42"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 42 (OK State Senate District 42).
 
+Represents [OK State Senate District 42](/us/states/ok/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/brent-howard.md b/data/jurisdictions/us/states/ok/people/brent-howard.md
index f84d19ef71..b8f05a8a62 100644
--- a/data/jurisdictions/us/states/ok/people/brent-howard.md
+++ b/data/jurisdictions/us/states/ok/people/brent-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 38"
+represents: "us/states/ok/districts/senate/38"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 38 (OK State Senate District 38).
 
+Represents [OK State Senate District 38](/us/states/ok/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/brian-guthrie.md b/data/jurisdictions/us/states/ok/people/brian-guthrie.md
index 16eac0847d..144bda37fd 100644
--- a/data/jurisdictions/us/states/ok/people/brian-guthrie.md
+++ b/data/jurisdictions/us/states/ok/people/brian-guthrie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 25"
+represents: "us/states/ok/districts/senate/25"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 25 (OK State Senate District 25).
 
+Represents [OK State Senate District 25](/us/states/ok/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/brian-hill.md b/data/jurisdictions/us/states/ok/people/brian-hill.md
index cddeff528c..79e5116f71 100644
--- a/data/jurisdictions/us/states/ok/people/brian-hill.md
+++ b/data/jurisdictions/us/states/ok/people/brian-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 47"
+represents: "us/states/ok/districts/house/47"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 47 (OK State House of Representatives District 47).
 
+Represents [OK State House of Representatives District 47](/us/states/ok/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/bryan-logan.md b/data/jurisdictions/us/states/ok/people/bryan-logan.md
index 04ad5a8cb8..b827a83d1c 100644
--- a/data/jurisdictions/us/states/ok/people/bryan-logan.md
+++ b/data/jurisdictions/us/states/ok/people/bryan-logan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 8"
+represents: "us/states/ok/districts/senate/8"
 tenure:
   start: "2025-05-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 8 (OK State Senate District 8).
 
+Represents [OK State Senate District 8](/us/states/ok/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/carl-newton.md b/data/jurisdictions/us/states/ok/people/carl-newton.md
index fe4dd28104..82b83aeaf6 100644
--- a/data/jurisdictions/us/states/ok/people/carl-newton.md
+++ b/data/jurisdictions/us/states/ok/people/carl-newton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 58"
+represents: "us/states/ok/districts/house/58"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 58 (OK State House of Representatives District 58).
 
+Represents [OK State House of Representatives District 58](/us/states/ok/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/carri-hicks.md b/data/jurisdictions/us/states/ok/people/carri-hicks.md
index 6b14e703a8..096abdba0d 100644
--- a/data/jurisdictions/us/states/ok/people/carri-hicks.md
+++ b/data/jurisdictions/us/states/ok/people/carri-hicks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 40"
+represents: "us/states/ok/districts/senate/40"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 40 (OK State Senate District 40).
 
+Represents [OK State Senate District 40](/us/states/ok/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/casey-murdock.md b/data/jurisdictions/us/states/ok/people/casey-murdock.md
index 18389b0cdf..1966277643 100644
--- a/data/jurisdictions/us/states/ok/people/casey-murdock.md
+++ b/data/jurisdictions/us/states/ok/people/casey-murdock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 27"
+represents: "us/states/ok/districts/senate/27"
 tenure:
   start: "2018-02-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 27 (OK State Senate District 27).
 
+Represents [OK State Senate District 27](/us/states/ok/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/chad-caldwell.md b/data/jurisdictions/us/states/ok/people/chad-caldwell.md
index 4934fb8092..7f9d5ffe13 100644
--- a/data/jurisdictions/us/states/ok/people/chad-caldwell.md
+++ b/data/jurisdictions/us/states/ok/people/chad-caldwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 40"
+represents: "us/states/ok/districts/house/40"
 tenure:
   start: "2014-11-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 40 (OK State House of Representatives District 40).
 
+Represents [OK State House of Representatives District 40](/us/states/ok/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/chris-banning.md b/data/jurisdictions/us/states/ok/people/chris-banning.md
index 08bd9a16a6..1f1f694657 100644
--- a/data/jurisdictions/us/states/ok/people/chris-banning.md
+++ b/data/jurisdictions/us/states/ok/people/chris-banning.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 24"
+represents: "us/states/ok/districts/house/24"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 24 (OK State House of Representatives District 24).
 
+Represents [OK State House of Representatives District 24](/us/states/ok/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/chris-kannady.md b/data/jurisdictions/us/states/ok/people/chris-kannady.md
index 4738bb3465..49ed57a766 100644
--- a/data/jurisdictions/us/states/ok/people/chris-kannady.md
+++ b/data/jurisdictions/us/states/ok/people/chris-kannady.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 91"
+represents: "us/states/ok/districts/house/91"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 91 (OK State House of Representatives District 91).
 
+Represents [OK State House of Representatives District 91](/us/states/ok/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/chris-sneed.md b/data/jurisdictions/us/states/ok/people/chris-sneed.md
index adbe22521e..bee512047e 100644
--- a/data/jurisdictions/us/states/ok/people/chris-sneed.md
+++ b/data/jurisdictions/us/states/ok/people/chris-sneed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 14"
+represents: "us/states/ok/districts/house/14"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 14 (OK State House of Representatives District 14).
 
+Represents [OK State House of Representatives District 14](/us/states/ok/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/christi-gillespie.md b/data/jurisdictions/us/states/ok/people/christi-gillespie.md
index 58b0c9cbf2..670ef95f52 100644
--- a/data/jurisdictions/us/states/ok/people/christi-gillespie.md
+++ b/data/jurisdictions/us/states/ok/people/christi-gillespie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 33"
+represents: "us/states/ok/districts/senate/33"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 33 (OK State Senate District 33).
 
+Represents [OK State Senate District 33](/us/states/ok/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/chuck-hall.md b/data/jurisdictions/us/states/ok/people/chuck-hall.md
index 765afcef27..37869519b1 100644
--- a/data/jurisdictions/us/states/ok/people/chuck-hall.md
+++ b/data/jurisdictions/us/states/ok/people/chuck-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 20"
+represents: "us/states/ok/districts/senate/20"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 20 (OK State Senate District 20).
 
+Represents [OK State Senate District 20](/us/states/ok/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/cindy-roe.md b/data/jurisdictions/us/states/ok/people/cindy-roe.md
index 0988c4deae..ee70dc0313 100644
--- a/data/jurisdictions/us/states/ok/people/cindy-roe.md
+++ b/data/jurisdictions/us/states/ok/people/cindy-roe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 42"
+represents: "us/states/ok/districts/house/42"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 42 (OK State House of Representatives District 42).
 
+Represents [OK State House of Representatives District 42](/us/states/ok/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/clay-staires.md b/data/jurisdictions/us/states/ok/people/clay-staires.md
index f00a482ee5..af5df64ba6 100644
--- a/data/jurisdictions/us/states/ok/people/clay-staires.md
+++ b/data/jurisdictions/us/states/ok/people/clay-staires.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 66"
+represents: "us/states/ok/districts/house/66"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 66 (OK State House of Representatives District 66).
 
+Represents [OK State House of Representatives District 66](/us/states/ok/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/cody-maynard.md b/data/jurisdictions/us/states/ok/people/cody-maynard.md
index 1f032f3a62..b32f97f28e 100644
--- a/data/jurisdictions/us/states/ok/people/cody-maynard.md
+++ b/data/jurisdictions/us/states/ok/people/cody-maynard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 21"
+represents: "us/states/ok/districts/house/21"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 21 (OK State House of Representatives District 21).
 
+Represents [OK State House of Representatives District 21](/us/states/ok/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/collin-duel.md b/data/jurisdictions/us/states/ok/people/collin-duel.md
index 35a64c8bce..fd767610de 100644
--- a/data/jurisdictions/us/states/ok/people/collin-duel.md
+++ b/data/jurisdictions/us/states/ok/people/collin-duel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 31"
+represents: "us/states/ok/districts/house/31"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 31 (OK State House of Representatives District 31).
 
+Represents [OK State House of Representatives District 31](/us/states/ok/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/cyndi-munson.md b/data/jurisdictions/us/states/ok/people/cyndi-munson.md
index 6e8d03fee1..a1e8f71a20 100644
--- a/data/jurisdictions/us/states/ok/people/cyndi-munson.md
+++ b/data/jurisdictions/us/states/ok/people/cyndi-munson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 85"
+represents: "us/states/ok/districts/house/85"
 tenure:
   start: "2015-09-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 85 (OK State House of Representatives District 85).
 
+Represents [OK State House of Representatives District 85](/us/states/ok/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/dana-prieto.md b/data/jurisdictions/us/states/ok/people/dana-prieto.md
index 3e4b6e9bc1..d784c062bf 100644
--- a/data/jurisdictions/us/states/ok/people/dana-prieto.md
+++ b/data/jurisdictions/us/states/ok/people/dana-prieto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 34"
+represents: "us/states/ok/districts/senate/34"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 34 (OK State Senate District 34).
 
+Represents [OK State Senate District 34](/us/states/ok/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/daniel-pae.md b/data/jurisdictions/us/states/ok/people/daniel-pae.md
index cc2ea76216..8305830d81 100644
--- a/data/jurisdictions/us/states/ok/people/daniel-pae.md
+++ b/data/jurisdictions/us/states/ok/people/daniel-pae.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 62"
+represents: "us/states/ok/districts/house/62"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 62 (OK State House of Representatives District 62).
 
+Represents [OK State House of Representatives District 62](/us/states/ok/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/danny-sterling.md b/data/jurisdictions/us/states/ok/people/danny-sterling.md
index 6adfa8c1be..520d809f9f 100644
--- a/data/jurisdictions/us/states/ok/people/danny-sterling.md
+++ b/data/jurisdictions/us/states/ok/people/danny-sterling.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 27"
+represents: "us/states/ok/districts/house/27"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 27 (OK State House of Representatives District 27).
 
+Represents [OK State House of Representatives District 27](/us/states/ok/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/danny-williams.md b/data/jurisdictions/us/states/ok/people/danny-williams.md
index 6b256b09a3..c9a788440e 100644
--- a/data/jurisdictions/us/states/ok/people/danny-williams.md
+++ b/data/jurisdictions/us/states/ok/people/danny-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 28"
+represents: "us/states/ok/districts/house/28"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 28 (OK State House of Representatives District 28).
 
+Represents [OK State House of Representatives District 28](/us/states/ok/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/darcy-jech.md b/data/jurisdictions/us/states/ok/people/darcy-jech.md
index 60c9d11164..65f1283ce3 100644
--- a/data/jurisdictions/us/states/ok/people/darcy-jech.md
+++ b/data/jurisdictions/us/states/ok/people/darcy-jech.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 26"
+represents: "us/states/ok/districts/senate/26"
 tenure:
   start: "2014-11-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 26 (OK State Senate District 26).
 
+Represents [OK State Senate District 26](/us/states/ok/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/darrell-weaver.md b/data/jurisdictions/us/states/ok/people/darrell-weaver.md
index dca64883b4..e962087d7a 100644
--- a/data/jurisdictions/us/states/ok/people/darrell-weaver.md
+++ b/data/jurisdictions/us/states/ok/people/darrell-weaver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 24"
+represents: "us/states/ok/districts/senate/24"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 24 (OK State Senate District 24).
 
+Represents [OK State Senate District 24](/us/states/ok/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/dave-rader.md b/data/jurisdictions/us/states/ok/people/dave-rader.md
index 0cecbbb625..7cb7d24093 100644
--- a/data/jurisdictions/us/states/ok/people/dave-rader.md
+++ b/data/jurisdictions/us/states/ok/people/dave-rader.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 39"
+represents: "us/states/ok/districts/senate/39"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 39 (OK State Senate District 39).
 
+Represents [OK State Senate District 39](/us/states/ok/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/david-bullard.md b/data/jurisdictions/us/states/ok/people/david-bullard.md
index e50351783f..c49871863e 100644
--- a/data/jurisdictions/us/states/ok/people/david-bullard.md
+++ b/data/jurisdictions/us/states/ok/people/david-bullard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 6"
+represents: "us/states/ok/districts/senate/6"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 6 (OK State Senate District 6).
 
+Represents [OK State Senate District 6](/us/states/ok/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/david-hardin.md b/data/jurisdictions/us/states/ok/people/david-hardin.md
index c300854b72..4ea567d7b5 100644
--- a/data/jurisdictions/us/states/ok/people/david-hardin.md
+++ b/data/jurisdictions/us/states/ok/people/david-hardin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 86"
+represents: "us/states/ok/districts/house/86"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 86 (OK State House of Representatives District 86).
 
+Represents [OK State House of Representatives District 86](/us/states/ok/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/david-smith.md b/data/jurisdictions/us/states/ok/people/david-smith.md
index ccbbe3af8c..391f78e91a 100644
--- a/data/jurisdictions/us/states/ok/people/david-smith.md
+++ b/data/jurisdictions/us/states/ok/people/david-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 18"
+represents: "us/states/ok/districts/house/18"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 18 (OK State House of Representatives District 18).
 
+Represents [OK State House of Representatives District 18](/us/states/ok/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/dell-kerbs.md b/data/jurisdictions/us/states/ok/people/dell-kerbs.md
index eb35190ab7..a2a950f39f 100644
--- a/data/jurisdictions/us/states/ok/people/dell-kerbs.md
+++ b/data/jurisdictions/us/states/ok/people/dell-kerbs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 26"
+represents: "us/states/ok/districts/house/26"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 26 (OK State House of Representatives District 26).
 
+Represents [OK State House of Representatives District 26](/us/states/ok/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/denise-crosswhite-hader.md b/data/jurisdictions/us/states/ok/people/denise-crosswhite-hader.md
index a36539f49d..1312956a9a 100644
--- a/data/jurisdictions/us/states/ok/people/denise-crosswhite-hader.md
+++ b/data/jurisdictions/us/states/ok/people/denise-crosswhite-hader.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 41"
+represents: "us/states/ok/districts/house/41"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 41 (OK State House of Representatives District 41).
 
+Represents [OK State House of Representatives District 41](/us/states/ok/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/derrick-hildebrant.md b/data/jurisdictions/us/states/ok/people/derrick-hildebrant.md
index f83f531e12..94ced46fe2 100644
--- a/data/jurisdictions/us/states/ok/people/derrick-hildebrant.md
+++ b/data/jurisdictions/us/states/ok/people/derrick-hildebrant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 23"
+represents: "us/states/ok/districts/house/23"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 23 (OK State House of Representatives District 23).
 
+Represents [OK State House of Representatives District 23](/us/states/ok/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/dick-lowe.md b/data/jurisdictions/us/states/ok/people/dick-lowe.md
index c52c0348ab..c0bf5229c7 100644
--- a/data/jurisdictions/us/states/ok/people/dick-lowe.md
+++ b/data/jurisdictions/us/states/ok/people/dick-lowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 56"
+represents: "us/states/ok/districts/house/56"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 56 (OK State House of Representatives District 56).
 
+Represents [OK State House of Representatives District 56](/us/states/ok/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/dillon-travis.md b/data/jurisdictions/us/states/ok/people/dillon-travis.md
index 1166ba5dc9..7a99c1f802 100644
--- a/data/jurisdictions/us/states/ok/people/dillon-travis.md
+++ b/data/jurisdictions/us/states/ok/people/dillon-travis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 35"
+represents: "us/states/ok/districts/house/35"
 tenure:
   start: "2026-02-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 35 (OK State House of Representatives District 35).
 
+Represents [OK State House of Representatives District 35](/us/states/ok/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/dusty-deevers.md b/data/jurisdictions/us/states/ok/people/dusty-deevers.md
index 5ed85f59e0..36c7cede19 100644
--- a/data/jurisdictions/us/states/ok/people/dusty-deevers.md
+++ b/data/jurisdictions/us/states/ok/people/dusty-deevers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 32"
+represents: "us/states/ok/districts/senate/32"
 tenure:
   start: "2023-12-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 32 (OK State Senate District 32).
 
+Represents [OK State Senate District 32](/us/states/ok/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/eddy-dempsey.md b/data/jurisdictions/us/states/ok/people/eddy-dempsey.md
index 1c077220fe..a6efca5cf7 100644
--- a/data/jurisdictions/us/states/ok/people/eddy-dempsey.md
+++ b/data/jurisdictions/us/states/ok/people/eddy-dempsey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 1"
+represents: "us/states/ok/districts/house/1"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 1 (OK State House of Representatives District 1).
 
+Represents [OK State House of Representatives District 1](/us/states/ok/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/ellen-pogemiller.md b/data/jurisdictions/us/states/ok/people/ellen-pogemiller.md
index 88b7fa1d96..8dbeb44f27 100644
--- a/data/jurisdictions/us/states/ok/people/ellen-pogemiller.md
+++ b/data/jurisdictions/us/states/ok/people/ellen-pogemiller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 88"
+represents: "us/states/ok/districts/house/88"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 88 (OK State House of Representatives District 88).
 
+Represents [OK State House of Representatives District 88](/us/states/ok/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/ellyn-hefner.md b/data/jurisdictions/us/states/ok/people/ellyn-hefner.md
index 0a0da00688..47d2aef05b 100644
--- a/data/jurisdictions/us/states/ok/people/ellyn-hefner.md
+++ b/data/jurisdictions/us/states/ok/people/ellyn-hefner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 87"
+represents: "us/states/ok/districts/house/87"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 87 (OK State House of Representatives District 87).
 
+Represents [OK State House of Representatives District 87](/us/states/ok/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/emily-gise.md b/data/jurisdictions/us/states/ok/people/emily-gise.md
index ff3ad2a408..c0f848c63e 100644
--- a/data/jurisdictions/us/states/ok/people/emily-gise.md
+++ b/data/jurisdictions/us/states/ok/people/emily-gise.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 90"
+represents: "us/states/ok/districts/house/90"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 90 (OK State House of Representatives District 90).
 
+Represents [OK State House of Representatives District 90](/us/states/ok/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/eric-roberts.md b/data/jurisdictions/us/states/ok/people/eric-roberts.md
index 749aeb1721..81b6c95f79 100644
--- a/data/jurisdictions/us/states/ok/people/eric-roberts.md
+++ b/data/jurisdictions/us/states/ok/people/eric-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 83"
+represents: "us/states/ok/districts/house/83"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 83 (OK State House of Representatives District 83).
 
+Represents [OK State House of Representatives District 83](/us/states/ok/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/erick-harris.md b/data/jurisdictions/us/states/ok/people/erick-harris.md
index 7e62f03ab4..6e264fc22f 100644
--- a/data/jurisdictions/us/states/ok/people/erick-harris.md
+++ b/data/jurisdictions/us/states/ok/people/erick-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 39"
+represents: "us/states/ok/districts/house/39"
 tenure:
   start: "2024-02-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 39 (OK State House of Representatives District 39).
 
+Represents [OK State House of Representatives District 39](/us/states/ok/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/gabe-woolley.md b/data/jurisdictions/us/states/ok/people/gabe-woolley.md
index e739aee4bf..f5491857b9 100644
--- a/data/jurisdictions/us/states/ok/people/gabe-woolley.md
+++ b/data/jurisdictions/us/states/ok/people/gabe-woolley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 98"
+represents: "us/states/ok/districts/house/98"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 98 (OK State House of Representatives District 98).
 
+Represents [OK State House of Representatives District 98](/us/states/ok/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/george-burns.md b/data/jurisdictions/us/states/ok/people/george-burns.md
index 3688d7bd3f..f08a73197a 100644
--- a/data/jurisdictions/us/states/ok/people/george-burns.md
+++ b/data/jurisdictions/us/states/ok/people/george-burns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 5"
+represents: "us/states/ok/districts/senate/5"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 5 (OK State Senate District 5).
 
+Represents [OK State Senate District 5](/us/states/ok/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/gerrid-kendrix.md b/data/jurisdictions/us/states/ok/people/gerrid-kendrix.md
index 4e50b415fb..321a657682 100644
--- a/data/jurisdictions/us/states/ok/people/gerrid-kendrix.md
+++ b/data/jurisdictions/us/states/ok/people/gerrid-kendrix.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 52"
+represents: "us/states/ok/districts/house/52"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 52 (OK State House of Representatives District 52).
 
+Represents [OK State House of Representatives District 52](/us/states/ok/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/grant-green.md b/data/jurisdictions/us/states/ok/people/grant-green.md
index bdb983d5b4..6bf5592c8b 100644
--- a/data/jurisdictions/us/states/ok/people/grant-green.md
+++ b/data/jurisdictions/us/states/ok/people/grant-green.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 28"
+represents: "us/states/ok/districts/senate/28"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 28 (OK State Senate District 28).
 
+Represents [OK State Senate District 28](/us/states/ok/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jack-stewart.md b/data/jurisdictions/us/states/ok/people/jack-stewart.md
index 4c953d4375..8ab58a5bc1 100644
--- a/data/jurisdictions/us/states/ok/people/jack-stewart.md
+++ b/data/jurisdictions/us/states/ok/people/jack-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 18"
+represents: "us/states/ok/districts/senate/18"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 18 (OK State Senate District 18).
 
+Represents [OK State Senate District 18](/us/states/ok/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jacob-rosecrants.md b/data/jurisdictions/us/states/ok/people/jacob-rosecrants.md
index 8eadee7bd8..9ffb858046 100644
--- a/data/jurisdictions/us/states/ok/people/jacob-rosecrants.md
+++ b/data/jurisdictions/us/states/ok/people/jacob-rosecrants.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 46"
+represents: "us/states/ok/districts/house/46"
 tenure:
   start: "2017-09-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 46 (OK State House of Representatives District 46).
 
+Represents [OK State House of Representatives District 46](/us/states/ok/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jared-deck.md b/data/jurisdictions/us/states/ok/people/jared-deck.md
index a85064e7dd..1c0cda5014 100644
--- a/data/jurisdictions/us/states/ok/people/jared-deck.md
+++ b/data/jurisdictions/us/states/ok/people/jared-deck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 44"
+represents: "us/states/ok/districts/house/44"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 44 (OK State House of Representatives District 44).
 
+Represents [OK State House of Representatives District 44](/us/states/ok/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jason-blair.md b/data/jurisdictions/us/states/ok/people/jason-blair.md
index 3ae59fc9cb..cd32bba601 100644
--- a/data/jurisdictions/us/states/ok/people/jason-blair.md
+++ b/data/jurisdictions/us/states/ok/people/jason-blair.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 53"
+represents: "us/states/ok/districts/house/53"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 53 (OK State House of Representatives District 53).
 
+Represents [OK State House of Representatives District 53](/us/states/ok/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jay-steagall.md b/data/jurisdictions/us/states/ok/people/jay-steagall.md
index 880de689e5..bdcb340a38 100644
--- a/data/jurisdictions/us/states/ok/people/jay-steagall.md
+++ b/data/jurisdictions/us/states/ok/people/jay-steagall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 43"
+represents: "us/states/ok/districts/house/43"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 43 (OK State House of Representatives District 43).
 
+Represents [OK State House of Representatives District 43](/us/states/ok/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jerry-alvord.md b/data/jurisdictions/us/states/ok/people/jerry-alvord.md
index 7d41e1d936..e8f272f433 100644
--- a/data/jurisdictions/us/states/ok/people/jerry-alvord.md
+++ b/data/jurisdictions/us/states/ok/people/jerry-alvord.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 14"
+represents: "us/states/ok/districts/senate/14"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 14 (OK State Senate District 14).
 
+Represents [OK State Senate District 14](/us/states/ok/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jim-grego.md b/data/jurisdictions/us/states/ok/people/jim-grego.md
index 5f96e6d4d0..331db8deb8 100644
--- a/data/jurisdictions/us/states/ok/people/jim-grego.md
+++ b/data/jurisdictions/us/states/ok/people/jim-grego.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 17"
+represents: "us/states/ok/districts/house/17"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 17 (OK State House of Representatives District 17).
 
+Represents [OK State House of Representatives District 17](/us/states/ok/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jim-olsen.md b/data/jurisdictions/us/states/ok/people/jim-olsen.md
index d6dbac9c69..d8ab585a77 100644
--- a/data/jurisdictions/us/states/ok/people/jim-olsen.md
+++ b/data/jurisdictions/us/states/ok/people/jim-olsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 2"
+represents: "us/states/ok/districts/house/2"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 2 (OK State House of Representatives District 2).
 
+Represents [OK State House of Representatives District 2](/us/states/ok/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jim-shaw.md b/data/jurisdictions/us/states/ok/people/jim-shaw.md
index 83b933fc58..95a06cd11b 100644
--- a/data/jurisdictions/us/states/ok/people/jim-shaw.md
+++ b/data/jurisdictions/us/states/ok/people/jim-shaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 32"
+represents: "us/states/ok/districts/house/32"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 32 (OK State House of Representatives District 32).
 
+Represents [OK State House of Representatives District 32](/us/states/ok/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jo-anna-dossett.md b/data/jurisdictions/us/states/ok/people/jo-anna-dossett.md
index a6061d27d7..b7476db275 100644
--- a/data/jurisdictions/us/states/ok/people/jo-anna-dossett.md
+++ b/data/jurisdictions/us/states/ok/people/jo-anna-dossett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 35"
+represents: "us/states/ok/districts/senate/35"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 35 (OK State Senate District 35).
 
+Represents [OK State Senate District 35](/us/states/ok/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/john-george.md b/data/jurisdictions/us/states/ok/people/john-george.md
index bd525e3de4..06b6d0097e 100644
--- a/data/jurisdictions/us/states/ok/people/john-george.md
+++ b/data/jurisdictions/us/states/ok/people/john-george.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 36"
+represents: "us/states/ok/districts/house/36"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 36 (OK State House of Representatives District 36).
 
+Represents [OK State House of Representatives District 36](/us/states/ok/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/john-haste.md b/data/jurisdictions/us/states/ok/people/john-haste.md
index 9aadc5b31a..5434a1fdf6 100644
--- a/data/jurisdictions/us/states/ok/people/john-haste.md
+++ b/data/jurisdictions/us/states/ok/people/john-haste.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 36"
+represents: "us/states/ok/districts/senate/36"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 36 (OK State Senate District 36).
 
+Represents [OK State Senate District 36](/us/states/ok/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/john-kane.md b/data/jurisdictions/us/states/ok/people/john-kane.md
index c58626a963..48199d4bda 100644
--- a/data/jurisdictions/us/states/ok/people/john-kane.md
+++ b/data/jurisdictions/us/states/ok/people/john-kane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 11"
+represents: "us/states/ok/districts/house/11"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 11 (OK State House of Representatives District 11).
 
+Represents [OK State House of Representatives District 11](/us/states/ok/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/john-pfeiffer.md b/data/jurisdictions/us/states/ok/people/john-pfeiffer.md
index 5b64e96062..4a902165d7 100644
--- a/data/jurisdictions/us/states/ok/people/john-pfeiffer.md
+++ b/data/jurisdictions/us/states/ok/people/john-pfeiffer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 38"
+represents: "us/states/ok/districts/house/38"
 tenure:
   start: "2014-11-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 38 (OK State House of Representatives District 38).
 
+Represents [OK State House of Representatives District 38](/us/states/ok/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/john-waldron.md b/data/jurisdictions/us/states/ok/people/john-waldron.md
index e0d030257d..4b13e69b66 100644
--- a/data/jurisdictions/us/states/ok/people/john-waldron.md
+++ b/data/jurisdictions/us/states/ok/people/john-waldron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 77"
+represents: "us/states/ok/districts/house/77"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 77 (OK State House of Representatives District 77).
 
+Represents [OK State House of Representatives District 77](/us/states/ok/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jonathan-wilk.md b/data/jurisdictions/us/states/ok/people/jonathan-wilk.md
index d022e811f6..1000714381 100644
--- a/data/jurisdictions/us/states/ok/people/jonathan-wilk.md
+++ b/data/jurisdictions/us/states/ok/people/jonathan-wilk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 20"
+represents: "us/states/ok/districts/house/20"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 20 (OK State House of Representatives District 20).
 
+Represents [OK State House of Representatives District 20](/us/states/ok/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/jonathan-wingard.md b/data/jurisdictions/us/states/ok/people/jonathan-wingard.md
index 5045542eba..db66b9cd45 100644
--- a/data/jurisdictions/us/states/ok/people/jonathan-wingard.md
+++ b/data/jurisdictions/us/states/ok/people/jonathan-wingard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 13"
+represents: "us/states/ok/districts/senate/13"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 13 (OK State Senate District 13).
 
+Represents [OK State Senate District 13](/us/states/ok/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/josh-cantrell.md b/data/jurisdictions/us/states/ok/people/josh-cantrell.md
index 4d04684ca7..977bb4ed7c 100644
--- a/data/jurisdictions/us/states/ok/people/josh-cantrell.md
+++ b/data/jurisdictions/us/states/ok/people/josh-cantrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 49"
+represents: "us/states/ok/districts/house/49"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 49 (OK State House of Representatives District 49).
 
+Represents [OK State House of Representatives District 49](/us/states/ok/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/josh-west.md b/data/jurisdictions/us/states/ok/people/josh-west.md
index b425665aa2..ee6d1ed726 100644
--- a/data/jurisdictions/us/states/ok/people/josh-west.md
+++ b/data/jurisdictions/us/states/ok/people/josh-west.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 5"
+represents: "us/states/ok/districts/house/5"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 5 (OK State House of Representatives District 5).
 
+Represents [OK State House of Representatives District 5](/us/states/ok/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/judd-strom.md b/data/jurisdictions/us/states/ok/people/judd-strom.md
index e7150016c0..c022abaea4 100644
--- a/data/jurisdictions/us/states/ok/people/judd-strom.md
+++ b/data/jurisdictions/us/states/ok/people/judd-strom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 10"
+represents: "us/states/ok/districts/house/10"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 10 (OK State House of Representatives District 10).
 
+Represents [OK State House of Representatives District 10](/us/states/ok/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/julia-kirt.md b/data/jurisdictions/us/states/ok/people/julia-kirt.md
index d7ec6a4466..ecd0a38310 100644
--- a/data/jurisdictions/us/states/ok/people/julia-kirt.md
+++ b/data/jurisdictions/us/states/ok/people/julia-kirt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 30"
+represents: "us/states/ok/districts/senate/30"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 30 (OK State Senate District 30).
 
+Represents [OK State Senate District 30](/us/states/ok/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/julie-daniels.md b/data/jurisdictions/us/states/ok/people/julie-daniels.md
index 623bf617cd..a1a5a2b6c5 100644
--- a/data/jurisdictions/us/states/ok/people/julie-daniels.md
+++ b/data/jurisdictions/us/states/ok/people/julie-daniels.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 29"
+represents: "us/states/ok/districts/senate/29"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 29 (OK State Senate District 29).
 
+Represents [OK State Senate District 29](/us/states/ok/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/julie-mcintosh.md b/data/jurisdictions/us/states/ok/people/julie-mcintosh.md
index db282ed479..904c29e74b 100644
--- a/data/jurisdictions/us/states/ok/people/julie-mcintosh.md
+++ b/data/jurisdictions/us/states/ok/people/julie-mcintosh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 3"
+represents: "us/states/ok/districts/senate/3"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 3 (OK State Senate District 3).
 
+Represents [OK State Senate District 3](/us/states/ok/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/justin-humphrey.md b/data/jurisdictions/us/states/ok/people/justin-humphrey.md
index f8f9f5cce4..d3ac15e255 100644
--- a/data/jurisdictions/us/states/ok/people/justin-humphrey.md
+++ b/data/jurisdictions/us/states/ok/people/justin-humphrey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 19"
+represents: "us/states/ok/districts/house/19"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 19 (OK State House of Representatives District 19).
 
+Represents [OK State House of Representatives District 19](/us/states/ok/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/kelly-hines.md b/data/jurisdictions/us/states/ok/people/kelly-hines.md
index cb80275174..78abe43c04 100644
--- a/data/jurisdictions/us/states/ok/people/kelly-hines.md
+++ b/data/jurisdictions/us/states/ok/people/kelly-hines.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 47"
+represents: "us/states/ok/districts/senate/47"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 47 (OK State Senate District 47).
 
+Represents [OK State Senate District 47](/us/states/ok/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/ken-luttrell.md b/data/jurisdictions/us/states/ok/people/ken-luttrell.md
index c99df8e162..dde7d3a44d 100644
--- a/data/jurisdictions/us/states/ok/people/ken-luttrell.md
+++ b/data/jurisdictions/us/states/ok/people/ken-luttrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 37"
+represents: "us/states/ok/districts/house/37"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 37 (OK State House of Representatives District 37).
 
+Represents [OK State House of Representatives District 37](/us/states/ok/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/kendal-sacchieri.md b/data/jurisdictions/us/states/ok/people/kendal-sacchieri.md
index 0210afb75d..e1c30a394f 100644
--- a/data/jurisdictions/us/states/ok/people/kendal-sacchieri.md
+++ b/data/jurisdictions/us/states/ok/people/kendal-sacchieri.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 43"
+represents: "us/states/ok/districts/senate/43"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 43 (OK State Senate District 43).
 
+Represents [OK State Senate District 43](/us/states/ok/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/kenton-patzkowsky.md b/data/jurisdictions/us/states/ok/people/kenton-patzkowsky.md
index b30092607a..1095dc82ed 100644
--- a/data/jurisdictions/us/states/ok/people/kenton-patzkowsky.md
+++ b/data/jurisdictions/us/states/ok/people/kenton-patzkowsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 61"
+represents: "us/states/ok/districts/house/61"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 61 (OK State House of Representatives District 61).
 
+Represents [OK State House of Representatives District 61](/us/states/ok/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/kevin-norwood.md b/data/jurisdictions/us/states/ok/people/kevin-norwood.md
index 7393a4f784..bc584098ac 100644
--- a/data/jurisdictions/us/states/ok/people/kevin-norwood.md
+++ b/data/jurisdictions/us/states/ok/people/kevin-norwood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 74"
+represents: "us/states/ok/districts/house/74"
 tenure:
   start: "2025-06-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 74 (OK State House of Representatives District 74).
 
+Represents [OK State House of Representatives District 74](/us/states/ok/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/kevin-west.md b/data/jurisdictions/us/states/ok/people/kevin-west.md
index 0a7a9b4d72..7af473b7e0 100644
--- a/data/jurisdictions/us/states/ok/people/kevin-west.md
+++ b/data/jurisdictions/us/states/ok/people/kevin-west.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 54"
+represents: "us/states/ok/districts/house/54"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 54 (OK State House of Representatives District 54).
 
+Represents [OK State House of Representatives District 54](/us/states/ok/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/kristen-thompson.md b/data/jurisdictions/us/states/ok/people/kristen-thompson.md
index 9ec5ebd0ef..ced6ce44e3 100644
--- a/data/jurisdictions/us/states/ok/people/kristen-thompson.md
+++ b/data/jurisdictions/us/states/ok/people/kristen-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 22"
+represents: "us/states/ok/districts/senate/22"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 22 (OK State Senate District 22).
 
+Represents [OK State Senate District 22](/us/states/ok/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/kyle-hilbert.md b/data/jurisdictions/us/states/ok/people/kyle-hilbert.md
index 3c4fea9b93..50b0f32374 100644
--- a/data/jurisdictions/us/states/ok/people/kyle-hilbert.md
+++ b/data/jurisdictions/us/states/ok/people/kyle-hilbert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 29"
+represents: "us/states/ok/districts/house/29"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 29 (OK State House of Representatives District 29).
 
+Represents [OK State House of Representatives District 29](/us/states/ok/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/lisa-standridge.md b/data/jurisdictions/us/states/ok/people/lisa-standridge.md
index 298a008671..2f36d88b56 100644
--- a/data/jurisdictions/us/states/ok/people/lisa-standridge.md
+++ b/data/jurisdictions/us/states/ok/people/lisa-standridge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 15"
+represents: "us/states/ok/districts/senate/15"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 15 (OK State Senate District 15).
 
+Represents [OK State Senate District 15](/us/states/ok/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/lonnie-paxton.md b/data/jurisdictions/us/states/ok/people/lonnie-paxton.md
index 3d15c3c645..d18c2494fc 100644
--- a/data/jurisdictions/us/states/ok/people/lonnie-paxton.md
+++ b/data/jurisdictions/us/states/ok/people/lonnie-paxton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 23"
+represents: "us/states/ok/districts/senate/23"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 23 (OK State Senate District 23).
 
+Represents [OK State Senate District 23](/us/states/ok/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/marilyn-stark.md b/data/jurisdictions/us/states/ok/people/marilyn-stark.md
index ce7cb86234..46a5618272 100644
--- a/data/jurisdictions/us/states/ok/people/marilyn-stark.md
+++ b/data/jurisdictions/us/states/ok/people/marilyn-stark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 100"
+represents: "us/states/ok/districts/house/100"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 100 (OK State House of Representatives District 100).
 
+Represents [OK State House of Representatives District 100](/us/states/ok/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mark-chapman.md b/data/jurisdictions/us/states/ok/people/mark-chapman.md
index 564bb06b54..445bc024e0 100644
--- a/data/jurisdictions/us/states/ok/people/mark-chapman.md
+++ b/data/jurisdictions/us/states/ok/people/mark-chapman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 12"
+represents: "us/states/ok/districts/house/12"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 12 (OK State House of Representatives District 12).
 
+Represents [OK State House of Representatives District 12](/us/states/ok/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mark-lawson.md b/data/jurisdictions/us/states/ok/people/mark-lawson.md
index a1289fe010..a3a97a5692 100644
--- a/data/jurisdictions/us/states/ok/people/mark-lawson.md
+++ b/data/jurisdictions/us/states/ok/people/mark-lawson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 30"
+represents: "us/states/ok/districts/house/30"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 30 (OK State House of Representatives District 30).
 
+Represents [OK State House of Representatives District 30](/us/states/ok/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mark-lepak.md b/data/jurisdictions/us/states/ok/people/mark-lepak.md
index d727fcc0d5..379276a28a 100644
--- a/data/jurisdictions/us/states/ok/people/mark-lepak.md
+++ b/data/jurisdictions/us/states/ok/people/mark-lepak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 9"
+represents: "us/states/ok/districts/house/9"
 tenure:
   start: "2014-11-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 9 (OK State House of Representatives District 9).
 
+Represents [OK State House of Representatives District 9](/us/states/ok/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mark-mann.md b/data/jurisdictions/us/states/ok/people/mark-mann.md
index a01605f840..2e3c8699a6 100644
--- a/data/jurisdictions/us/states/ok/people/mark-mann.md
+++ b/data/jurisdictions/us/states/ok/people/mark-mann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 46"
+represents: "us/states/ok/districts/senate/46"
 tenure:
   start: "2024-11-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 46 (OK State Senate District 46).
 
+Represents [OK State Senate District 46](/us/states/ok/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mark-tedford.md b/data/jurisdictions/us/states/ok/people/mark-tedford.md
index 98cf2275e0..90106e8a50 100644
--- a/data/jurisdictions/us/states/ok/people/mark-tedford.md
+++ b/data/jurisdictions/us/states/ok/people/mark-tedford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 69"
+represents: "us/states/ok/districts/house/69"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 69 (OK State House of Representatives District 69).
 
+Represents [OK State House of Representatives District 69](/us/states/ok/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mary-boren.md b/data/jurisdictions/us/states/ok/people/mary-boren.md
index c061641af8..b9c8cc68bb 100644
--- a/data/jurisdictions/us/states/ok/people/mary-boren.md
+++ b/data/jurisdictions/us/states/ok/people/mary-boren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 16"
+represents: "us/states/ok/districts/senate/16"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 16 (OK State Senate District 16).
 
+Represents [OK State Senate District 16](/us/states/ok/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/max-wolfley.md b/data/jurisdictions/us/states/ok/people/max-wolfley.md
index 20a6a6102d..80aa6507ee 100644
--- a/data/jurisdictions/us/states/ok/people/max-wolfley.md
+++ b/data/jurisdictions/us/states/ok/people/max-wolfley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 95"
+represents: "us/states/ok/districts/house/95"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 95 (OK State House of Representatives District 95).
 
+Represents [OK State House of Representatives District 95](/us/states/ok/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/melissa-provenzano.md b/data/jurisdictions/us/states/ok/people/melissa-provenzano.md
index 886bcd2150..184b1d8582 100644
--- a/data/jurisdictions/us/states/ok/people/melissa-provenzano.md
+++ b/data/jurisdictions/us/states/ok/people/melissa-provenzano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 79"
+represents: "us/states/ok/districts/house/79"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 79 (OK State House of Representatives District 79).
 
+Represents [OK State House of Representatives District 79](/us/states/ok/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/meloyde-blancett.md b/data/jurisdictions/us/states/ok/people/meloyde-blancett.md
index 45d79cbb00..4efa5a795c 100644
--- a/data/jurisdictions/us/states/ok/people/meloyde-blancett.md
+++ b/data/jurisdictions/us/states/ok/people/meloyde-blancett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 78"
+represents: "us/states/ok/districts/house/78"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 78 (OK State House of Representatives District 78).
 
+Represents [OK State House of Representatives District 78](/us/states/ok/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/michael-brooks.md b/data/jurisdictions/us/states/ok/people/michael-brooks.md
index 76fb672634..b5da187f48 100644
--- a/data/jurisdictions/us/states/ok/people/michael-brooks.md
+++ b/data/jurisdictions/us/states/ok/people/michael-brooks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 44"
+represents: "us/states/ok/districts/senate/44"
 tenure:
   start: "2017-07-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 44 (OK State Senate District 44).
 
+Represents [OK State Senate District 44](/us/states/ok/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/micheal-bergstrom.md b/data/jurisdictions/us/states/ok/people/micheal-bergstrom.md
index 68a2091f02..7d506a4c95 100644
--- a/data/jurisdictions/us/states/ok/people/micheal-bergstrom.md
+++ b/data/jurisdictions/us/states/ok/people/micheal-bergstrom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 1"
+represents: "us/states/ok/districts/senate/1"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 1 (OK State Senate District 1).
 
+Represents [OK State Senate District 1](/us/states/ok/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/michelle-mccane.md b/data/jurisdictions/us/states/ok/people/michelle-mccane.md
index 0c25f07bd1..e4d9534ce6 100644
--- a/data/jurisdictions/us/states/ok/people/michelle-mccane.md
+++ b/data/jurisdictions/us/states/ok/people/michelle-mccane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 72"
+represents: "us/states/ok/districts/house/72"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 72 (OK State House of Representatives District 72).
 
+Represents [OK State House of Representatives District 72](/us/states/ok/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mickey-dollens.md b/data/jurisdictions/us/states/ok/people/mickey-dollens.md
index a130755d8d..709622f816 100644
--- a/data/jurisdictions/us/states/ok/people/mickey-dollens.md
+++ b/data/jurisdictions/us/states/ok/people/mickey-dollens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 93"
+represents: "us/states/ok/districts/house/93"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 93 (OK State House of Representatives District 93).
 
+Represents [OK State House of Representatives District 93](/us/states/ok/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mike-dobrinski.md b/data/jurisdictions/us/states/ok/people/mike-dobrinski.md
index ad5a095507..3c4854f034 100644
--- a/data/jurisdictions/us/states/ok/people/mike-dobrinski.md
+++ b/data/jurisdictions/us/states/ok/people/mike-dobrinski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 59"
+represents: "us/states/ok/districts/house/59"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 59 (OK State House of Representatives District 59).
 
+Represents [OK State House of Representatives District 59](/us/states/ok/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mike-kelley.md b/data/jurisdictions/us/states/ok/people/mike-kelley.md
index a8c609eb92..76471145b3 100644
--- a/data/jurisdictions/us/states/ok/people/mike-kelley.md
+++ b/data/jurisdictions/us/states/ok/people/mike-kelley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 60"
+represents: "us/states/ok/districts/house/60"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 60 (OK State House of Representatives District 60).
 
+Represents [OK State House of Representatives District 60](/us/states/ok/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mike-lay.md b/data/jurisdictions/us/states/ok/people/mike-lay.md
index 55511364da..0e71b9e08f 100644
--- a/data/jurisdictions/us/states/ok/people/mike-lay.md
+++ b/data/jurisdictions/us/states/ok/people/mike-lay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 68"
+represents: "us/states/ok/districts/house/68"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 68 (OK State House of Representatives District 68).
 
+Represents [OK State House of Representatives District 68](/us/states/ok/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/mike-osburn.md b/data/jurisdictions/us/states/ok/people/mike-osburn.md
index 84040ac675..298e32c021 100644
--- a/data/jurisdictions/us/states/ok/people/mike-osburn.md
+++ b/data/jurisdictions/us/states/ok/people/mike-osburn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 81"
+represents: "us/states/ok/districts/house/81"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 81 (OK State House of Representatives District 81).
 
+Represents [OK State House of Representatives District 81](/us/states/ok/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/molly-jenkins.md b/data/jurisdictions/us/states/ok/people/molly-jenkins.md
index fc4739792a..9f830d4511 100644
--- a/data/jurisdictions/us/states/ok/people/molly-jenkins.md
+++ b/data/jurisdictions/us/states/ok/people/molly-jenkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 33"
+represents: "us/states/ok/districts/house/33"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 33 (OK State House of Representatives District 33).
 
+Represents [OK State House of Representatives District 33](/us/states/ok/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/neil-hays.md b/data/jurisdictions/us/states/ok/people/neil-hays.md
index 2ae023df04..b297ad99e4 100644
--- a/data/jurisdictions/us/states/ok/people/neil-hays.md
+++ b/data/jurisdictions/us/states/ok/people/neil-hays.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 13"
+represents: "us/states/ok/districts/house/13"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 13 (OK State House of Representatives District 13).
 
+Represents [OK State House of Representatives District 13](/us/states/ok/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/nick-archer.md b/data/jurisdictions/us/states/ok/people/nick-archer.md
index 4babd0c721..d3f68d6f2c 100644
--- a/data/jurisdictions/us/states/ok/people/nick-archer.md
+++ b/data/jurisdictions/us/states/ok/people/nick-archer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 55"
+represents: "us/states/ok/districts/house/55"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 55 (OK State House of Representatives District 55).
 
+Represents [OK State House of Representatives District 55](/us/states/ok/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/nicole-miller.md b/data/jurisdictions/us/states/ok/people/nicole-miller.md
index cdf1cb84e2..bf04e8d9df 100644
--- a/data/jurisdictions/us/states/ok/people/nicole-miller.md
+++ b/data/jurisdictions/us/states/ok/people/nicole-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 82"
+represents: "us/states/ok/districts/house/82"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 82 (OK State House of Representatives District 82).
 
+Represents [OK State House of Representatives District 82](/us/states/ok/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/nikki-nice.md b/data/jurisdictions/us/states/ok/people/nikki-nice.md
index fbfab0bd98..10c465d8ae 100644
--- a/data/jurisdictions/us/states/ok/people/nikki-nice.md
+++ b/data/jurisdictions/us/states/ok/people/nikki-nice.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 48"
+represents: "us/states/ok/districts/senate/48"
 tenure:
   start: "2024-11-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 48 (OK State Senate District 48).
 
+Represents [OK State Senate District 48](/us/states/ok/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/paul-rosino.md b/data/jurisdictions/us/states/ok/people/paul-rosino.md
index ab69a88ada..44ffea1b43 100644
--- a/data/jurisdictions/us/states/ok/people/paul-rosino.md
+++ b/data/jurisdictions/us/states/ok/people/paul-rosino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 45"
+represents: "us/states/ok/districts/senate/45"
 tenure:
   start: "2017-11-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 45 (OK State Senate District 45).
 
+Represents [OK State Senate District 45](/us/states/ok/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/preston-stinson.md b/data/jurisdictions/us/states/ok/people/preston-stinson.md
index 39c1dc5ef6..1285c6ae16 100644
--- a/data/jurisdictions/us/states/ok/people/preston-stinson.md
+++ b/data/jurisdictions/us/states/ok/people/preston-stinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 96"
+represents: "us/states/ok/districts/house/96"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 96 (OK State House of Representatives District 96).
 
+Represents [OK State House of Representatives District 96](/us/states/ok/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/rande-worthen.md b/data/jurisdictions/us/states/ok/people/rande-worthen.md
index 1c13ec49d8..da1a62dd81 100644
--- a/data/jurisdictions/us/states/ok/people/rande-worthen.md
+++ b/data/jurisdictions/us/states/ok/people/rande-worthen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 64"
+represents: "us/states/ok/districts/house/64"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 64 (OK State House of Representatives District 64).
 
+Represents [OK State House of Representatives District 64](/us/states/ok/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/randy-grellner.md b/data/jurisdictions/us/states/ok/people/randy-grellner.md
index c6fa3a6072..a10aa1271e 100644
--- a/data/jurisdictions/us/states/ok/people/randy-grellner.md
+++ b/data/jurisdictions/us/states/ok/people/randy-grellner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 21"
+represents: "us/states/ok/districts/senate/21"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 21 (OK State Senate District 21).
 
+Represents [OK State Senate District 21](/us/states/ok/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/regina-goodwin.md b/data/jurisdictions/us/states/ok/people/regina-goodwin.md
index 86b0dd05c3..0856abad3c 100644
--- a/data/jurisdictions/us/states/ok/people/regina-goodwin.md
+++ b/data/jurisdictions/us/states/ok/people/regina-goodwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 11"
+represents: "us/states/ok/districts/senate/11"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 11 (OK State Senate District 11).
 
+Represents [OK State Senate District 11](/us/states/ok/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/rick-west.md b/data/jurisdictions/us/states/ok/people/rick-west.md
index 4dab8b5163..816b1097df 100644
--- a/data/jurisdictions/us/states/ok/people/rick-west.md
+++ b/data/jurisdictions/us/states/ok/people/rick-west.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 3"
+represents: "us/states/ok/districts/house/3"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 3 (OK State House of Representatives District 3).
 
+Represents [OK State House of Representatives District 3](/us/states/ok/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/rob-hall.md b/data/jurisdictions/us/states/ok/people/rob-hall.md
index 0b32283fb4..db83ca5b2d 100644
--- a/data/jurisdictions/us/states/ok/people/rob-hall.md
+++ b/data/jurisdictions/us/states/ok/people/rob-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 67"
+represents: "us/states/ok/districts/house/67"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 67 (OK State House of Representatives District 67).
 
+Represents [OK State House of Representatives District 67](/us/states/ok/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/robert-manger.md b/data/jurisdictions/us/states/ok/people/robert-manger.md
index 1059625470..498e0fb5fd 100644
--- a/data/jurisdictions/us/states/ok/people/robert-manger.md
+++ b/data/jurisdictions/us/states/ok/people/robert-manger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 101"
+represents: "us/states/ok/districts/house/101"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 101 (OK State House of Representatives District 101).
 
+Represents [OK State House of Representatives District 101](/us/states/ok/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/roland-pederson.md b/data/jurisdictions/us/states/ok/people/roland-pederson.md
index f22d0f89e9..389237e80c 100644
--- a/data/jurisdictions/us/states/ok/people/roland-pederson.md
+++ b/data/jurisdictions/us/states/ok/people/roland-pederson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 19"
+represents: "us/states/ok/districts/senate/19"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 19 (OK State Senate District 19).
 
+Represents [OK State Senate District 19](/us/states/ok/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/ron-stewart.md b/data/jurisdictions/us/states/ok/people/ron-stewart.md
index 0f65644140..e7c01f4d08 100644
--- a/data/jurisdictions/us/states/ok/people/ron-stewart.md
+++ b/data/jurisdictions/us/states/ok/people/ron-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 73"
+represents: "us/states/ok/districts/house/73"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 73 (OK State House of Representatives District 73).
 
+Represents [OK State House of Representatives District 73](/us/states/ok/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/ronny-johns.md b/data/jurisdictions/us/states/ok/people/ronny-johns.md
index 21ad591501..f8cb45671f 100644
--- a/data/jurisdictions/us/states/ok/people/ronny-johns.md
+++ b/data/jurisdictions/us/states/ok/people/ronny-johns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 25"
+represents: "us/states/ok/districts/house/25"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 25 (OK State House of Representatives District 25).
 
+Represents [OK State House of Representatives District 25](/us/states/ok/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/ross-ford.md b/data/jurisdictions/us/states/ok/people/ross-ford.md
index bdf2550873..9074b97934 100644
--- a/data/jurisdictions/us/states/ok/people/ross-ford.md
+++ b/data/jurisdictions/us/states/ok/people/ross-ford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 76"
+represents: "us/states/ok/districts/house/76"
 tenure:
   start: "2017-11-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 76 (OK State House of Representatives District 76).
 
+Represents [OK State House of Representatives District 76](/us/states/ok/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/rusty-cornwell.md b/data/jurisdictions/us/states/ok/people/rusty-cornwell.md
index 9e02a855b8..6e1bce24ab 100644
--- a/data/jurisdictions/us/states/ok/people/rusty-cornwell.md
+++ b/data/jurisdictions/us/states/ok/people/rusty-cornwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 6"
+represents: "us/states/ok/districts/house/6"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 6 (OK State House of Representatives District 6).
 
+Represents [OK State House of Representatives District 6](/us/states/ok/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/ryan-eaves.md b/data/jurisdictions/us/states/ok/people/ryan-eaves.md
index eef0f69d34..b4bc5af35e 100644
--- a/data/jurisdictions/us/states/ok/people/ryan-eaves.md
+++ b/data/jurisdictions/us/states/ok/people/ryan-eaves.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 22"
+represents: "us/states/ok/districts/house/22"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 22 (OK State House of Representatives District 22).
 
+Represents [OK State House of Representatives District 22](/us/states/ok/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/scott-fetgatter.md b/data/jurisdictions/us/states/ok/people/scott-fetgatter.md
index 0fadf5c2c2..274163912e 100644
--- a/data/jurisdictions/us/states/ok/people/scott-fetgatter.md
+++ b/data/jurisdictions/us/states/ok/people/scott-fetgatter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 16"
+represents: "us/states/ok/districts/house/16"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 16 (OK State House of Representatives District 16).
 
+Represents [OK State House of Representatives District 16](/us/states/ok/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/shane-jett.md b/data/jurisdictions/us/states/ok/people/shane-jett.md
index d7afa9e9e4..ef86428074 100644
--- a/data/jurisdictions/us/states/ok/people/shane-jett.md
+++ b/data/jurisdictions/us/states/ok/people/shane-jett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 17"
+represents: "us/states/ok/districts/senate/17"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 17 (OK State Senate District 17).
 
+Represents [OK State Senate District 17](/us/states/ok/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/spencer-kern.md b/data/jurisdictions/us/states/ok/people/spencer-kern.md
index 59ee8627a9..4b3f8a26bf 100644
--- a/data/jurisdictions/us/states/ok/people/spencer-kern.md
+++ b/data/jurisdictions/us/states/ok/people/spencer-kern.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 31"
+represents: "us/states/ok/districts/senate/31"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 31 (OK State Senate District 31).
 
+Represents [OK State Senate District 31](/us/states/ok/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/stacy-adams.md b/data/jurisdictions/us/states/ok/people/stacy-adams.md
index f560364745..0096cb6a5c 100644
--- a/data/jurisdictions/us/states/ok/people/stacy-adams.md
+++ b/data/jurisdictions/us/states/ok/people/stacy-adams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 50"
+represents: "us/states/ok/districts/house/50"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 50 (OK State House of Representatives District 50).
 
+Represents [OK State House of Representatives District 50](/us/states/ok/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/stan-may.md b/data/jurisdictions/us/states/ok/people/stan-may.md
index 8e1a8ff58e..9ebc18e63b 100644
--- a/data/jurisdictions/us/states/ok/people/stan-may.md
+++ b/data/jurisdictions/us/states/ok/people/stan-may.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 80"
+represents: "us/states/ok/districts/house/80"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 80 (OK State House of Representatives District 80).
 
+Represents [OK State House of Representatives District 80](/us/states/ok/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/steve-bashore.md b/data/jurisdictions/us/states/ok/people/steve-bashore.md
index 1e368fd4f9..5ff1680fbf 100644
--- a/data/jurisdictions/us/states/ok/people/steve-bashore.md
+++ b/data/jurisdictions/us/states/ok/people/steve-bashore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 7"
+represents: "us/states/ok/districts/house/7"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 7 (OK State House of Representatives District 7).
 
+Represents [OK State House of Representatives District 7](/us/states/ok/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/suzanne-schreiber.md b/data/jurisdictions/us/states/ok/people/suzanne-schreiber.md
index d6b3a9b6e4..d77bae97e2 100644
--- a/data/jurisdictions/us/states/ok/people/suzanne-schreiber.md
+++ b/data/jurisdictions/us/states/ok/people/suzanne-schreiber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 70"
+represents: "us/states/ok/districts/house/70"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 70 (OK State House of Representatives District 70).
 
+Represents [OK State House of Representatives District 70](/us/states/ok/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/t-j-marti.md b/data/jurisdictions/us/states/ok/people/t-j-marti.md
index 0ca3c0a934..2ca8bdbeb3 100644
--- a/data/jurisdictions/us/states/ok/people/t-j-marti.md
+++ b/data/jurisdictions/us/states/ok/people/t-j-marti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 75"
+represents: "us/states/ok/districts/house/75"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 75 (OK State House of Representatives District 75).
 
+Represents [OK State House of Representatives District 75](/us/states/ok/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/tammy-townley.md b/data/jurisdictions/us/states/ok/people/tammy-townley.md
index 7da8c990a1..4902939d86 100644
--- a/data/jurisdictions/us/states/ok/people/tammy-townley.md
+++ b/data/jurisdictions/us/states/ok/people/tammy-townley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 48"
+represents: "us/states/ok/districts/house/48"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 48 (OK State House of Representatives District 48).
 
+Represents [OK State House of Representatives District 48](/us/states/ok/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/tammy-west.md b/data/jurisdictions/us/states/ok/people/tammy-west.md
index fa2fc3a44f..22cce257f8 100644
--- a/data/jurisdictions/us/states/ok/people/tammy-west.md
+++ b/data/jurisdictions/us/states/ok/people/tammy-west.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 84"
+represents: "us/states/ok/districts/house/84"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 84 (OK State House of Representatives District 84).
 
+Represents [OK State House of Representatives District 84](/us/states/ok/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/tim-turner.md b/data/jurisdictions/us/states/ok/people/tim-turner.md
index e421b0c415..0f93958fa6 100644
--- a/data/jurisdictions/us/states/ok/people/tim-turner.md
+++ b/data/jurisdictions/us/states/ok/people/tim-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 15"
+represents: "us/states/ok/districts/house/15"
 tenure:
   start: "2024-11-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 15 (OK State House of Representatives District 15).
 
+Represents [OK State House of Representatives District 15](/us/states/ok/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/todd-gollihare.md b/data/jurisdictions/us/states/ok/people/todd-gollihare.md
index 0d242ba85f..2f8a6778d2 100644
--- a/data/jurisdictions/us/states/ok/people/todd-gollihare.md
+++ b/data/jurisdictions/us/states/ok/people/todd-gollihare.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 12"
+represents: "us/states/ok/districts/senate/12"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 12 (OK State Senate District 12).
 
+Represents [OK State Senate District 12](/us/states/ok/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/tom-gann.md b/data/jurisdictions/us/states/ok/people/tom-gann.md
index 3b41993ed3..317783586f 100644
--- a/data/jurisdictions/us/states/ok/people/tom-gann.md
+++ b/data/jurisdictions/us/states/ok/people/tom-gann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 8"
+represents: "us/states/ok/districts/house/8"
 tenure:
   start: "2016-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 8 (OK State House of Representatives District 8).
 
+Represents [OK State House of Representatives District 8](/us/states/ok/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/tom-woods.md b/data/jurisdictions/us/states/ok/people/tom-woods.md
index f7d489dc8b..bd2323b2c3 100644
--- a/data/jurisdictions/us/states/ok/people/tom-woods.md
+++ b/data/jurisdictions/us/states/ok/people/tom-woods.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 4"
+represents: "us/states/ok/districts/senate/4"
 tenure:
   start: "2022-11-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 4 (OK State Senate District 4).
 
+Represents [OK State Senate District 4](/us/states/ok/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/toni-hasenbeck.md b/data/jurisdictions/us/states/ok/people/toni-hasenbeck.md
index 256732f19e..5a3258c218 100644
--- a/data/jurisdictions/us/states/ok/people/toni-hasenbeck.md
+++ b/data/jurisdictions/us/states/ok/people/toni-hasenbeck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 65"
+represents: "us/states/ok/districts/house/65"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 65 (OK State House of Representatives District 65).
 
+Represents [OK State House of Representatives District 65](/us/states/ok/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/trey-caldwell.md b/data/jurisdictions/us/states/ok/people/trey-caldwell.md
index a344c94a20..84d70d8ae3 100644
--- a/data/jurisdictions/us/states/ok/people/trey-caldwell.md
+++ b/data/jurisdictions/us/states/ok/people/trey-caldwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 63"
+represents: "us/states/ok/districts/house/63"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 63 (OK State House of Representatives District 63).
 
+Represents [OK State House of Representatives District 63](/us/states/ok/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/trish-ranson.md b/data/jurisdictions/us/states/ok/people/trish-ranson.md
index 4e3003b513..fdd1581acf 100644
--- a/data/jurisdictions/us/states/ok/people/trish-ranson.md
+++ b/data/jurisdictions/us/states/ok/people/trish-ranson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State House of Representatives District 34"
+represents: "us/states/ok/districts/house/34"
 tenure:
   start: "2018-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK House District 34 (OK State House of Representatives District 34).
 
+Represents [OK State House of Representatives District 34](/us/states/ok/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ok/people/warren-hamilton.md b/data/jurisdictions/us/states/ok/people/warren-hamilton.md
index fbc617499b..73a3e7261c 100644
--- a/data/jurisdictions/us/states/ok/people/warren-hamilton.md
+++ b/data/jurisdictions/us/states/ok/people/warren-hamilton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OK"
 district: "OK State Senate District 7"
+represents: "us/states/ok/districts/senate/7"
 tenure:
   start: "2020-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OK Senate District 7 (OK State Senate District 7).
 
+Represents [OK State Senate District 7](/us/states/ok/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/counties/baker/index.md b/data/jurisdictions/us/states/or/counties/baker/index.md
index bf167e881d..ff83ea8933 100644
--- a/data/jurisdictions/us/states/or/counties/baker/index.md
+++ b/data/jurisdictions/us/states/or/counties/baker/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 172
   hispanic: 896
   bachelors_plus: 4211
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/or/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/or/districts/house/60"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 896 |
 | Bachelor's or higher | 4211 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 30](/us/states/or/districts/senate/30.md) — 100% (state senate)
+- [OR House District 60](/us/states/or/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/benton/index.md b/data/jurisdictions/us/states/or/counties/benton/index.md
index 05c0a0e6dd..fcbd9a8cc7 100644
--- a/data/jurisdictions/us/states/or/counties/benton/index.md
+++ b/data/jurisdictions/us/states/or/counties/benton/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 1011
   hispanic: 9031
   bachelors_plus: 48458
+districts:
+  - to: "us/states/or/districts/04"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/or/districts/senate/5"
+    rel: in-district
+    area_weight: 0.8208
+  - to: "us/states/or/districts/senate/8"
+    rel: in-district
+    area_weight: 0.1791
+  - to: "us/states/or/districts/house/10"
+    rel: in-district
+    area_weight: 0.8208
+  - to: "us/states/or/districts/house/16"
+    rel: in-district
+    area_weight: 0.1682
+  - to: "us/states/or/districts/house/15"
+    rel: in-district
+    area_weight: 0.0108
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 9031 |
 | Bachelor's or higher | 48458 |
 
+## Districts
+
+- [OR-04](/us/states/or/districts/04.md) — 100% (congressional)
+- [OR Senate District 5](/us/states/or/districts/senate/5.md) — 82% (state senate)
+- [OR Senate District 8](/us/states/or/districts/senate/8.md) — 18% (state senate)
+- [OR House District 10](/us/states/or/districts/house/10.md) — 82% (state house)
+- [OR House District 16](/us/states/or/districts/house/16.md) — 17% (state house)
+- [OR House District 15](/us/states/or/districts/house/15.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/clackamas/index.md b/data/jurisdictions/us/states/or/counties/clackamas/index.md
index 851ad382d5..9584c995d3 100644
--- a/data/jurisdictions/us/states/or/counties/clackamas/index.md
+++ b/data/jurisdictions/us/states/or/counties/clackamas/index.md
@@ -22,9 +22,81 @@ demographics:
   race_native: 2717
   hispanic: 42768
   bachelors_plus: 168508
+districts:
+  - to: "us/states/or/districts/05"
+    rel: in-district
+    area_weight: 0.6801
+  - to: "us/states/or/districts/03"
+    rel: in-district
+    area_weight: 0.2892
+  - to: "us/states/or/districts/06"
+    rel: in-district
+    area_weight: 0.0179
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.0127
+  - to: "us/states/or/districts/senate/9"
+    rel: in-district
+    area_weight: 0.5748
+  - to: "us/states/or/districts/senate/26"
+    rel: in-district
+    area_weight: 0.3203
+  - to: "us/states/or/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0259
+  - to: "us/states/or/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0253
+  - to: "us/states/or/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0198
+  - to: "us/states/or/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0161
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0126
+  - to: "us/states/or/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0052
+  - to: "us/states/or/districts/house/18"
+    rel: in-district
+    area_weight: 0.5748
+  - to: "us/states/or/districts/house/52"
+    rel: in-district
+    area_weight: 0.2001
+  - to: "us/states/or/districts/house/51"
+    rel: in-district
+    area_weight: 0.1202
+  - to: "us/states/or/districts/house/48"
+    rel: in-district
+    area_weight: 0.0198
+  - to: "us/states/or/districts/house/37"
+    rel: in-district
+    area_weight: 0.0192
+  - to: "us/states/or/districts/house/26"
+    rel: in-district
+    area_weight: 0.0161
+  - to: "us/states/or/districts/house/39"
+    rel: in-district
+    area_weight: 0.014
+  - to: "us/states/or/districts/house/57"
+    rel: in-district
+    area_weight: 0.0126
+  - to: "us/states/or/districts/house/40"
+    rel: in-district
+    area_weight: 0.0119
+  - to: "us/states/or/districts/house/38"
+    rel: in-district
+    area_weight: 0.0061
+  - to: "us/states/or/districts/house/41"
+    rel: in-district
+    area_weight: 0.0052
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +128,33 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 42768 |
 | Bachelor's or higher | 168508 |
 
+## Districts
+
+- [OR-05](/us/states/or/districts/05.md) — 68% (congressional)
+- [OR-03](/us/states/or/districts/03.md) — 29% (congressional)
+- [OR-06](/us/states/or/districts/06.md) — 2% (congressional)
+- [OR-02](/us/states/or/districts/02.md) — 1% (congressional)
+- [OR Senate District 9](/us/states/or/districts/senate/9.md) — 57% (state senate)
+- [OR Senate District 26](/us/states/or/districts/senate/26.md) — 32% (state senate)
+- [OR Senate District 20](/us/states/or/districts/senate/20.md) — 3% (state senate)
+- [OR Senate District 19](/us/states/or/districts/senate/19.md) — 3% (state senate)
+- [OR Senate District 24](/us/states/or/districts/senate/24.md) — 2% (state senate)
+- [OR Senate District 13](/us/states/or/districts/senate/13.md) — 2% (state senate)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 1% (state senate)
+- [OR Senate District 21](/us/states/or/districts/senate/21.md) — 1% (state senate)
+- [OR House District 18](/us/states/or/districts/house/18.md) — 57% (state house)
+- [OR House District 52](/us/states/or/districts/house/52.md) — 20% (state house)
+- [OR House District 51](/us/states/or/districts/house/51.md) — 12% (state house)
+- [OR House District 48](/us/states/or/districts/house/48.md) — 2% (state house)
+- [OR House District 37](/us/states/or/districts/house/37.md) — 2% (state house)
+- [OR House District 26](/us/states/or/districts/house/26.md) — 2% (state house)
+- [OR House District 39](/us/states/or/districts/house/39.md) — 1% (state house)
+- [OR House District 57](/us/states/or/districts/house/57.md) — 1% (state house)
+- [OR House District 40](/us/states/or/districts/house/40.md) — 1% (state house)
+- [OR House District 38](/us/states/or/districts/house/38.md) — 1% (state house)
+- [OR House District 41](/us/states/or/districts/house/41.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/clatsop/index.md b/data/jurisdictions/us/states/or/counties/clatsop/index.md
index 61a053c23e..8827ed4031 100644
--- a/data/jurisdictions/us/states/or/counties/clatsop/index.md
+++ b/data/jurisdictions/us/states/or/counties/clatsop/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 306
   hispanic: 4156
   bachelors_plus: 12423
+districts:
+  - to: "us/states/or/districts/01"
+    rel: in-district
+    area_weight: 0.7863
+  - to: "us/states/or/districts/senate/16"
+    rel: in-district
+    area_weight: 0.787
+  - to: "us/states/or/districts/house/32"
+    rel: in-district
+    area_weight: 0.7868
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 4156 |
 | Bachelor's or higher | 12423 |
 
+## Districts
+
+- [OR-01](/us/states/or/districts/01.md) — 79% (congressional)
+- [OR Senate District 16](/us/states/or/districts/senate/16.md) — 79% (state senate)
+- [OR House District 32](/us/states/or/districts/house/32.md) — 79% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/columbia/index.md b/data/jurisdictions/us/states/or/counties/columbia/index.md
index edcf87cd5e..26f44d5479 100644
--- a/data/jurisdictions/us/states/or/counties/columbia/index.md
+++ b/data/jurisdictions/us/states/or/counties/columbia/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 481
   hispanic: 3603
   bachelors_plus: 9946
+districts:
+  - to: "us/states/or/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/house/31"
+    rel: in-district
+    area_weight: 0.9271
+  - to: "us/states/or/districts/house/32"
+    rel: in-district
+    area_weight: 0.0728
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3603 |
 | Bachelor's or higher | 9946 |
 
+## Districts
+
+- [OR-01](/us/states/or/districts/01.md) — 100% (congressional)
+- [OR Senate District 16](/us/states/or/districts/senate/16.md) — 100% (state senate)
+- [OR House District 31](/us/states/or/districts/house/31.md) — 93% (state house)
+- [OR House District 32](/us/states/or/districts/house/32.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/coos/index.md b/data/jurisdictions/us/states/or/counties/coos/index.md
index 3ad2bbd130..ef6ba1016c 100644
--- a/data/jurisdictions/us/states/or/counties/coos/index.md
+++ b/data/jurisdictions/us/states/or/counties/coos/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1073
   hispanic: 4720
   bachelors_plus: 15480
+districts:
+  - to: "us/states/or/districts/04"
+    rel: in-district
+    area_weight: 0.9002
+  - to: "us/states/or/districts/senate/1"
+    rel: in-district
+    area_weight: 0.7445
+  - to: "us/states/or/districts/senate/5"
+    rel: in-district
+    area_weight: 0.156
+  - to: "us/states/or/districts/house/1"
+    rel: in-district
+    area_weight: 0.7445
+  - to: "us/states/or/districts/house/9"
+    rel: in-district
+    area_weight: 0.156
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 4720 |
 | Bachelor's or higher | 15480 |
 
+## Districts
+
+- [OR-04](/us/states/or/districts/04.md) — 90% (congressional)
+- [OR Senate District 1](/us/states/or/districts/senate/1.md) — 74% (state senate)
+- [OR Senate District 5](/us/states/or/districts/senate/5.md) — 16% (state senate)
+- [OR House District 1](/us/states/or/districts/house/1.md) — 74% (state house)
+- [OR House District 9](/us/states/or/districts/house/9.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/crook/index.md b/data/jurisdictions/us/states/or/counties/crook/index.md
index dee12fa050..ed8882a4e4 100644
--- a/data/jurisdictions/us/states/or/counties/crook/index.md
+++ b/data/jurisdictions/us/states/or/counties/crook/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 234
   hispanic: 2071
   bachelors_plus: 5513
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/or/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/or/districts/house/59"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2071 |
 | Bachelor's or higher | 5513 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 30](/us/states/or/districts/senate/30.md) — 100% (state senate)
+- [OR House District 59](/us/states/or/districts/house/59.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/curry/index.md b/data/jurisdictions/us/states/or/counties/curry/index.md
index 9e5aeb76cd..0accc835f4 100644
--- a/data/jurisdictions/us/states/or/counties/curry/index.md
+++ b/data/jurisdictions/us/states/or/counties/curry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 298
   hispanic: 1809
   bachelors_plus: 5817
+districts:
+  - to: "us/states/or/districts/04"
+    rel: in-district
+    area_weight: 0.8196
+  - to: "us/states/or/districts/senate/1"
+    rel: in-district
+    area_weight: 0.8223
+  - to: "us/states/or/districts/house/1"
+    rel: in-district
+    area_weight: 0.8223
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1809 |
 | Bachelor's or higher | 5817 |
 
+## Districts
+
+- [OR-04](/us/states/or/districts/04.md) — 82% (congressional)
+- [OR Senate District 1](/us/states/or/districts/senate/1.md) — 82% (state senate)
+- [OR House District 1](/us/states/or/districts/house/1.md) — 82% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/deschutes/index.md b/data/jurisdictions/us/states/or/counties/deschutes/index.md
index dc78014a0d..8c20285529 100644
--- a/data/jurisdictions/us/states/or/counties/deschutes/index.md
+++ b/data/jurisdictions/us/states/or/counties/deschutes/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 1528
   hispanic: 19035
   bachelors_plus: 94825
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.6082
+  - to: "us/states/or/districts/05"
+    rel: in-district
+    area_weight: 0.3914
+  - to: "us/states/or/districts/senate/28"
+    rel: in-district
+    area_weight: 0.512
+  - to: "us/states/or/districts/senate/30"
+    rel: in-district
+    area_weight: 0.3016
+  - to: "us/states/or/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1863
+  - to: "us/states/or/districts/house/55"
+    rel: in-district
+    area_weight: 0.512
+  - to: "us/states/or/districts/house/60"
+    rel: in-district
+    area_weight: 0.2223
+  - to: "us/states/or/districts/house/53"
+    rel: in-district
+    area_weight: 0.1772
+  - to: "us/states/or/districts/house/59"
+    rel: in-district
+    area_weight: 0.0793
+  - to: "us/states/or/districts/house/54"
+    rel: in-district
+    area_weight: 0.0092
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 19035 |
 | Bachelor's or higher | 94825 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 61% (congressional)
+- [OR-05](/us/states/or/districts/05.md) — 39% (congressional)
+- [OR Senate District 28](/us/states/or/districts/senate/28.md) — 51% (state senate)
+- [OR Senate District 30](/us/states/or/districts/senate/30.md) — 30% (state senate)
+- [OR Senate District 27](/us/states/or/districts/senate/27.md) — 19% (state senate)
+- [OR House District 55](/us/states/or/districts/house/55.md) — 51% (state house)
+- [OR House District 60](/us/states/or/districts/house/60.md) — 22% (state house)
+- [OR House District 53](/us/states/or/districts/house/53.md) — 18% (state house)
+- [OR House District 59](/us/states/or/districts/house/59.md) — 8% (state house)
+- [OR House District 54](/us/states/or/districts/house/54.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/douglas/index.md b/data/jurisdictions/us/states/or/counties/douglas/index.md
index 3816b232da..17361f2972 100644
--- a/data/jurisdictions/us/states/or/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/or/counties/douglas/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 1190
   hispanic: 7444
   bachelors_plus: 21982
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.558
+  - to: "us/states/or/districts/04"
+    rel: in-district
+    area_weight: 0.4295
+  - to: "us/states/or/districts/senate/1"
+    rel: in-district
+    area_weight: 0.7211
+  - to: "us/states/or/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1649
+  - to: "us/states/or/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1015
+  - to: "us/states/or/districts/house/2"
+    rel: in-district
+    area_weight: 0.6188
+  - to: "us/states/or/districts/house/4"
+    rel: in-district
+    area_weight: 0.1649
+  - to: "us/states/or/districts/house/1"
+    rel: in-district
+    area_weight: 0.1024
+  - to: "us/states/or/districts/house/9"
+    rel: in-district
+    area_weight: 0.1015
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 7444 |
 | Bachelor's or higher | 21982 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 56% (congressional)
+- [OR-04](/us/states/or/districts/04.md) — 43% (congressional)
+- [OR Senate District 1](/us/states/or/districts/senate/1.md) — 72% (state senate)
+- [OR Senate District 2](/us/states/or/districts/senate/2.md) — 16% (state senate)
+- [OR Senate District 5](/us/states/or/districts/senate/5.md) — 10% (state senate)
+- [OR House District 2](/us/states/or/districts/house/2.md) — 62% (state house)
+- [OR House District 4](/us/states/or/districts/house/4.md) — 16% (state house)
+- [OR House District 1](/us/states/or/districts/house/1.md) — 10% (state house)
+- [OR House District 9](/us/states/or/districts/house/9.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/gilliam/index.md b/data/jurisdictions/us/states/or/counties/gilliam/index.md
index d0f22042ea..e80d58dbef 100644
--- a/data/jurisdictions/us/states/or/counties/gilliam/index.md
+++ b/data/jurisdictions/us/states/or/counties/gilliam/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 32
   hispanic: 186
   bachelors_plus: 382
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/house/57"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 186 |
 | Bachelor's or higher | 382 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 100% (state senate)
+- [OR House District 57](/us/states/or/districts/house/57.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/grant/index.md b/data/jurisdictions/us/states/or/counties/grant/index.md
index 57937d807f..1e70389e8f 100644
--- a/data/jurisdictions/us/states/or/counties/grant/index.md
+++ b/data/jurisdictions/us/states/or/counties/grant/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 53
   hispanic: 306
   bachelors_plus: 1269
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/or/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/house/60"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 306 |
 | Bachelor's or higher | 1269 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 30](/us/states/or/districts/senate/30.md) — 100% (state senate)
+- [OR House District 60](/us/states/or/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/harney/index.md b/data/jurisdictions/us/states/or/counties/harney/index.md
index 4d1d592ba6..dcf854dfa3 100644
--- a/data/jurisdictions/us/states/or/counties/harney/index.md
+++ b/data/jurisdictions/us/states/or/counties/harney/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 135
   hispanic: 421
   bachelors_plus: 1472
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/or/districts/senate/30"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/or/districts/house/60"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 421 |
 | Bachelor's or higher | 1472 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 30](/us/states/or/districts/senate/30.md) — 100% (state senate)
+- [OR House District 60](/us/states/or/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/hood-river/index.md b/data/jurisdictions/us/states/or/counties/hood-river/index.md
index c5c302eee0..9f4df40d78 100644
--- a/data/jurisdictions/us/states/or/counties/hood-river/index.md
+++ b/data/jurisdictions/us/states/or/counties/hood-river/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 115
   hispanic: 7325
   bachelors_plus: 9746
+districts:
+  - to: "us/states/or/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/or/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/house/52"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7325 |
 | Bachelor's or higher | 9746 |
 
+## Districts
+
+- [OR-03](/us/states/or/districts/03.md) — 100% (congressional)
+- [OR Senate District 26](/us/states/or/districts/senate/26.md) — 100% (state senate)
+- [OR House District 52](/us/states/or/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/jackson/index.md b/data/jurisdictions/us/states/or/counties/jackson/index.md
index 4472011a88..68ed80c890 100644
--- a/data/jurisdictions/us/states/or/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/or/counties/jackson/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1369
   hispanic: 32570
   bachelors_plus: 70622
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/senate/28"
+    rel: in-district
+    area_weight: 0.4682
+  - to: "us/states/or/districts/senate/3"
+    rel: in-district
+    area_weight: 0.3441
+  - to: "us/states/or/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1877
+  - to: "us/states/or/districts/house/56"
+    rel: in-district
+    area_weight: 0.4682
+  - to: "us/states/or/districts/house/5"
+    rel: in-district
+    area_weight: 0.3355
+  - to: "us/states/or/districts/house/4"
+    rel: in-district
+    area_weight: 0.1877
+  - to: "us/states/or/districts/house/6"
+    rel: in-district
+    area_weight: 0.0085
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 32570 |
 | Bachelor's or higher | 70622 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 28](/us/states/or/districts/senate/28.md) — 47% (state senate)
+- [OR Senate District 3](/us/states/or/districts/senate/3.md) — 34% (state senate)
+- [OR Senate District 2](/us/states/or/districts/senate/2.md) — 19% (state senate)
+- [OR House District 56](/us/states/or/districts/house/56.md) — 47% (state house)
+- [OR House District 5](/us/states/or/districts/house/5.md) — 34% (state house)
+- [OR House District 4](/us/states/or/districts/house/4.md) — 19% (state house)
+- [OR House District 6](/us/states/or/districts/house/6.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/jefferson/index.md b/data/jurisdictions/us/states/or/counties/jefferson/index.md
index 92cf4059d2..2db5f167bd 100644
--- a/data/jurisdictions/us/states/or/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/or/counties/jefferson/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 3439
   hispanic: 5372
   bachelors_plus: 4896
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9904
+  - to: "us/states/or/districts/05"
+    rel: in-district
+    area_weight: 0.0096
+  - to: "us/states/or/districts/senate/30"
+    rel: in-district
+    area_weight: 0.7182
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.2817
+  - to: "us/states/or/districts/house/59"
+    rel: in-district
+    area_weight: 0.7182
+  - to: "us/states/or/districts/house/57"
+    rel: in-district
+    area_weight: 0.2817
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 5372 |
 | Bachelor's or higher | 4896 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 99% (congressional)
+- [OR-05](/us/states/or/districts/05.md) — 1% (congressional)
+- [OR Senate District 30](/us/states/or/districts/senate/30.md) — 72% (state senate)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 28% (state senate)
+- [OR House District 59](/us/states/or/districts/house/59.md) — 72% (state house)
+- [OR House District 57](/us/states/or/districts/house/57.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/josephine/index.md b/data/jurisdictions/us/states/or/counties/josephine/index.md
index 0a2ecb5e7d..3e362fa1fc 100644
--- a/data/jurisdictions/us/states/or/counties/josephine/index.md
+++ b/data/jurisdictions/us/states/or/counties/josephine/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 477
   hispanic: 7777
   bachelors_plus: 17702
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/or/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/house/3"
+    rel: in-district
+    area_weight: 0.7682
+  - to: "us/states/or/districts/house/4"
+    rel: in-district
+    area_weight: 0.2317
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7777 |
 | Bachelor's or higher | 17702 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 2](/us/states/or/districts/senate/2.md) — 100% (state senate)
+- [OR House District 3](/us/states/or/districts/house/3.md) — 77% (state house)
+- [OR House District 4](/us/states/or/districts/house/4.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/klamath/index.md b/data/jurisdictions/us/states/or/counties/klamath/index.md
index b920f94c95..e3f4fb8226 100644
--- a/data/jurisdictions/us/states/or/counties/klamath/index.md
+++ b/data/jurisdictions/us/states/or/counties/klamath/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1929
   hispanic: 9748
   bachelors_plus: 15371
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/or/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/or/districts/house/55"
+    rel: in-district
+    area_weight: 0.7877
+  - to: "us/states/or/districts/house/56"
+    rel: in-district
+    area_weight: 0.2121
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 9748 |
 | Bachelor's or higher | 15371 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 28](/us/states/or/districts/senate/28.md) — 100% (state senate)
+- [OR House District 55](/us/states/or/districts/house/55.md) — 79% (state house)
+- [OR House District 56](/us/states/or/districts/house/56.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/lake/index.md b/data/jurisdictions/us/states/or/counties/lake/index.md
index 13ce85c1f3..be4d555211 100644
--- a/data/jurisdictions/us/states/or/counties/lake/index.md
+++ b/data/jurisdictions/us/states/or/counties/lake/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 175
   hispanic: 896
   bachelors_plus: 1694
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/house/60"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 896 |
 | Bachelor's or higher | 1694 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 30](/us/states/or/districts/senate/30.md) — 100% (state senate)
+- [OR House District 60](/us/states/or/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/lane/index.md b/data/jurisdictions/us/states/or/counties/lane/index.md
index 0154ef61b9..f923b64cdc 100644
--- a/data/jurisdictions/us/states/or/counties/lane/index.md
+++ b/data/jurisdictions/us/states/or/counties/lane/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 4718
   hispanic: 40225
   bachelors_plus: 128549
+districts:
+  - to: "us/states/or/districts/04"
+    rel: in-district
+    area_weight: 0.9767
+  - to: "us/states/or/districts/senate/6"
+    rel: in-district
+    area_weight: 0.6555
+  - to: "us/states/or/districts/senate/5"
+    rel: in-district
+    area_weight: 0.2631
+  - to: "us/states/or/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0312
+  - to: "us/states/or/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0284
+  - to: "us/states/or/districts/house/12"
+    rel: in-district
+    area_weight: 0.6554
+  - to: "us/states/or/districts/house/9"
+    rel: in-district
+    area_weight: 0.1683
+  - to: "us/states/or/districts/house/10"
+    rel: in-district
+    area_weight: 0.0948
+  - to: "us/states/or/districts/house/8"
+    rel: in-district
+    area_weight: 0.0246
+  - to: "us/states/or/districts/house/14"
+    rel: in-district
+    area_weight: 0.0237
+  - to: "us/states/or/districts/house/7"
+    rel: in-district
+    area_weight: 0.0066
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 40225 |
 | Bachelor's or higher | 128549 |
 
+## Districts
+
+- [OR-04](/us/states/or/districts/04.md) — 98% (congressional)
+- [OR Senate District 6](/us/states/or/districts/senate/6.md) — 66% (state senate)
+- [OR Senate District 5](/us/states/or/districts/senate/5.md) — 26% (state senate)
+- [OR Senate District 4](/us/states/or/districts/senate/4.md) — 3% (state senate)
+- [OR Senate District 7](/us/states/or/districts/senate/7.md) — 3% (state senate)
+- [OR House District 12](/us/states/or/districts/house/12.md) — 66% (state house)
+- [OR House District 9](/us/states/or/districts/house/9.md) — 17% (state house)
+- [OR House District 10](/us/states/or/districts/house/10.md) — 9% (state house)
+- [OR House District 8](/us/states/or/districts/house/8.md) — 2% (state house)
+- [OR House District 14](/us/states/or/districts/house/14.md) — 2% (state house)
+- [OR House District 7](/us/states/or/districts/house/7.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/lincoln/index.md b/data/jurisdictions/us/states/or/counties/lincoln/index.md
index 70c7e2f9cb..13c6de14b1 100644
--- a/data/jurisdictions/us/states/or/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/or/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1285
   hispanic: 5237
   bachelors_plus: 16308
+districts:
+  - to: "us/states/or/districts/04"
+    rel: in-district
+    area_weight: 0.8315
+  - to: "us/states/or/districts/senate/5"
+    rel: in-district
+    area_weight: 0.8315
+  - to: "us/states/or/districts/house/10"
+    rel: in-district
+    area_weight: 0.8315
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5237 |
 | Bachelor's or higher | 16308 |
 
+## Districts
+
+- [OR-04](/us/states/or/districts/04.md) — 83% (congressional)
+- [OR Senate District 5](/us/states/or/districts/senate/5.md) — 83% (state senate)
+- [OR House District 10](/us/states/or/districts/house/10.md) — 83% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/linn/index.md b/data/jurisdictions/us/states/or/counties/linn/index.md
index 9fef31f904..16e4013c1e 100644
--- a/data/jurisdictions/us/states/or/counties/linn/index.md
+++ b/data/jurisdictions/us/states/or/counties/linn/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 887
   hispanic: 13937
   bachelors_plus: 26090
+districts:
+  - to: "us/states/or/districts/05"
+    rel: in-district
+    area_weight: 0.9932
+  - to: "us/states/or/districts/04"
+    rel: in-district
+    area_weight: 0.0061
+  - to: "us/states/or/districts/senate/6"
+    rel: in-district
+    area_weight: 0.752
+  - to: "us/states/or/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1991
+  - to: "us/states/or/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0489
+  - to: "us/states/or/districts/house/11"
+    rel: in-district
+    area_weight: 0.7496
+  - to: "us/states/or/districts/house/17"
+    rel: in-district
+    area_weight: 0.1991
+  - to: "us/states/or/districts/house/15"
+    rel: in-district
+    area_weight: 0.0488
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 13937 |
 | Bachelor's or higher | 26090 |
 
+## Districts
+
+- [OR-05](/us/states/or/districts/05.md) — 99% (congressional)
+- [OR-04](/us/states/or/districts/04.md) — 1% (congressional)
+- [OR Senate District 6](/us/states/or/districts/senate/6.md) — 75% (state senate)
+- [OR Senate District 9](/us/states/or/districts/senate/9.md) — 20% (state senate)
+- [OR Senate District 8](/us/states/or/districts/senate/8.md) — 5% (state senate)
+- [OR House District 11](/us/states/or/districts/house/11.md) — 75% (state house)
+- [OR House District 17](/us/states/or/districts/house/17.md) — 20% (state house)
+- [OR House District 15](/us/states/or/districts/house/15.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/malheur/index.md b/data/jurisdictions/us/states/or/counties/malheur/index.md
index d7783b5a6a..d228a798ef 100644
--- a/data/jurisdictions/us/states/or/counties/malheur/index.md
+++ b/data/jurisdictions/us/states/or/counties/malheur/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 667
   hispanic: 10864
   bachelors_plus: 4129
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/house/60"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 10864 |
 | Bachelor's or higher | 4129 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 30](/us/states/or/districts/senate/30.md) — 100% (state senate)
+- [OR House District 60](/us/states/or/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/marion/index.md b/data/jurisdictions/us/states/or/counties/marion/index.md
index 5179d326cb..6d709717f2 100644
--- a/data/jurisdictions/us/states/or/counties/marion/index.md
+++ b/data/jurisdictions/us/states/or/counties/marion/index.md
@@ -22,9 +22,66 @@ demographics:
   race_native: 4297
   hispanic: 101164
   bachelors_plus: 82383
+districts:
+  - to: "us/states/or/districts/05"
+    rel: in-district
+    area_weight: 0.6985
+  - to: "us/states/or/districts/06"
+    rel: in-district
+    area_weight: 0.2957
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.0059
+  - to: "us/states/or/districts/senate/9"
+    rel: in-district
+    area_weight: 0.8135
+  - to: "us/states/or/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0753
+  - to: "us/states/or/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0373
+  - to: "us/states/or/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0349
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0227
+  - to: "us/states/or/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0161
+  - to: "us/states/or/districts/house/17"
+    rel: in-district
+    area_weight: 0.5087
+  - to: "us/states/or/districts/house/18"
+    rel: in-district
+    area_weight: 0.3048
+  - to: "us/states/or/districts/house/22"
+    rel: in-district
+    area_weight: 0.0623
+  - to: "us/states/or/districts/house/15"
+    rel: in-district
+    area_weight: 0.0373
+  - to: "us/states/or/districts/house/57"
+    rel: in-district
+    area_weight: 0.0227
+  - to: "us/states/or/districts/house/20"
+    rel: in-district
+    area_weight: 0.0202
+  - to: "us/states/or/districts/house/11"
+    rel: in-district
+    area_weight: 0.0161
+  - to: "us/states/or/districts/house/19"
+    rel: in-district
+    area_weight: 0.0147
+  - to: "us/states/or/districts/house/21"
+    rel: in-district
+    area_weight: 0.0131
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +113,28 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 101164 |
 | Bachelor's or higher | 82383 |
 
+## Districts
+
+- [OR-05](/us/states/or/districts/05.md) — 70% (congressional)
+- [OR-06](/us/states/or/districts/06.md) — 30% (congressional)
+- [OR-02](/us/states/or/districts/02.md) — 1% (congressional)
+- [OR Senate District 9](/us/states/or/districts/senate/9.md) — 81% (state senate)
+- [OR Senate District 11](/us/states/or/districts/senate/11.md) — 8% (state senate)
+- [OR Senate District 8](/us/states/or/districts/senate/8.md) — 4% (state senate)
+- [OR Senate District 10](/us/states/or/districts/senate/10.md) — 3% (state senate)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 2% (state senate)
+- [OR Senate District 6](/us/states/or/districts/senate/6.md) — 2% (state senate)
+- [OR House District 17](/us/states/or/districts/house/17.md) — 51% (state house)
+- [OR House District 18](/us/states/or/districts/house/18.md) — 30% (state house)
+- [OR House District 22](/us/states/or/districts/house/22.md) — 6% (state house)
+- [OR House District 15](/us/states/or/districts/house/15.md) — 4% (state house)
+- [OR House District 57](/us/states/or/districts/house/57.md) — 2% (state house)
+- [OR House District 20](/us/states/or/districts/house/20.md) — 2% (state house)
+- [OR House District 11](/us/states/or/districts/house/11.md) — 2% (state house)
+- [OR House District 19](/us/states/or/districts/house/19.md) — 1% (state house)
+- [OR House District 21](/us/states/or/districts/house/21.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/morrow/index.md b/data/jurisdictions/us/states/or/counties/morrow/index.md
index 12cedb7b6a..0a3e6bb008 100644
--- a/data/jurisdictions/us/states/or/counties/morrow/index.md
+++ b/data/jurisdictions/us/states/or/counties/morrow/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 207
   hispanic: 5167
   bachelors_plus: 1017
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/or/districts/house/57"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5167 |
 | Bachelor's or higher | 1017 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 100% (state senate)
+- [OR House District 57](/us/states/or/districts/house/57.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/multnomah/index.md b/data/jurisdictions/us/states/or/counties/multnomah/index.md
index 29ee5a40d9..8c82c855cf 100644
--- a/data/jurisdictions/us/states/or/counties/multnomah/index.md
+++ b/data/jurisdictions/us/states/or/counties/multnomah/index.md
@@ -22,9 +22,96 @@ demographics:
   race_native: 7827
   hispanic: 108265
   bachelors_plus: 409445
+districts:
+  - to: "us/states/or/districts/03"
+    rel: in-district
+    area_weight: 0.7532
+  - to: "us/states/or/districts/01"
+    rel: in-district
+    area_weight: 0.2212
+  - to: "us/states/or/districts/05"
+    rel: in-district
+    area_weight: 0.0253
+  - to: "us/states/or/districts/senate/26"
+    rel: in-district
+    area_weight: 0.4434
+  - to: "us/states/or/districts/senate/16"
+    rel: in-district
+    area_weight: 0.1198
+  - to: "us/states/or/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1085
+  - to: "us/states/or/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0877
+  - to: "us/states/or/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0667
+  - to: "us/states/or/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0514
+  - to: "us/states/or/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0469
+  - to: "us/states/or/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0297
+  - to: "us/states/or/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0252
+  - to: "us/states/or/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0205
+  - to: "us/states/or/districts/house/52"
+    rel: in-district
+    area_weight: 0.4434
+  - to: "us/states/or/districts/house/31"
+    rel: in-district
+    area_weight: 0.1198
+  - to: "us/states/or/districts/house/44"
+    rel: in-district
+    area_weight: 0.0911
+  - to: "us/states/or/districts/house/33"
+    rel: in-district
+    area_weight: 0.0654
+  - to: "us/states/or/districts/house/49"
+    rel: in-district
+    area_weight: 0.0541
+  - to: "us/states/or/districts/house/50"
+    rel: in-district
+    area_weight: 0.0337
+  - to: "us/states/or/districts/house/45"
+    rel: in-district
+    area_weight: 0.0305
+  - to: "us/states/or/districts/house/28"
+    rel: in-district
+    area_weight: 0.0252
+  - to: "us/states/or/districts/house/48"
+    rel: in-district
+    area_weight: 0.0252
+  - to: "us/states/or/districts/house/47"
+    rel: in-district
+    area_weight: 0.0217
+  - to: "us/states/or/districts/house/46"
+    rel: in-district
+    area_weight: 0.0209
+  - to: "us/states/or/districts/house/38"
+    rel: in-district
+    area_weight: 0.0205
+  - to: "us/states/or/districts/house/43"
+    rel: in-district
+    area_weight: 0.0174
+  - to: "us/states/or/districts/house/42"
+    rel: in-district
+    area_weight: 0.0168
+  - to: "us/states/or/districts/house/41"
+    rel: in-district
+    area_weight: 0.0129
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +143,38 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 108265 |
 | Bachelor's or higher | 409445 |
 
+## Districts
+
+- [OR-03](/us/states/or/districts/03.md) — 75% (congressional)
+- [OR-01](/us/states/or/districts/01.md) — 22% (congressional)
+- [OR-05](/us/states/or/districts/05.md) — 3% (congressional)
+- [OR Senate District 26](/us/states/or/districts/senate/26.md) — 44% (state senate)
+- [OR Senate District 16](/us/states/or/districts/senate/16.md) — 12% (state senate)
+- [OR Senate District 22](/us/states/or/districts/senate/22.md) — 11% (state senate)
+- [OR Senate District 25](/us/states/or/districts/senate/25.md) — 9% (state senate)
+- [OR Senate District 17](/us/states/or/districts/senate/17.md) — 7% (state senate)
+- [OR Senate District 23](/us/states/or/districts/senate/23.md) — 5% (state senate)
+- [OR Senate District 24](/us/states/or/districts/senate/24.md) — 5% (state senate)
+- [OR Senate District 21](/us/states/or/districts/senate/21.md) — 3% (state senate)
+- [OR Senate District 14](/us/states/or/districts/senate/14.md) — 3% (state senate)
+- [OR Senate District 19](/us/states/or/districts/senate/19.md) — 2% (state senate)
+- [OR House District 52](/us/states/or/districts/house/52.md) — 44% (state house)
+- [OR House District 31](/us/states/or/districts/house/31.md) — 12% (state house)
+- [OR House District 44](/us/states/or/districts/house/44.md) — 9% (state house)
+- [OR House District 33](/us/states/or/districts/house/33.md) — 7% (state house)
+- [OR House District 49](/us/states/or/districts/house/49.md) — 5% (state house)
+- [OR House District 50](/us/states/or/districts/house/50.md) — 3% (state house)
+- [OR House District 45](/us/states/or/districts/house/45.md) — 3% (state house)
+- [OR House District 28](/us/states/or/districts/house/28.md) — 3% (state house)
+- [OR House District 48](/us/states/or/districts/house/48.md) — 3% (state house)
+- [OR House District 47](/us/states/or/districts/house/47.md) — 2% (state house)
+- [OR House District 46](/us/states/or/districts/house/46.md) — 2% (state house)
+- [OR House District 38](/us/states/or/districts/house/38.md) — 2% (state house)
+- [OR House District 43](/us/states/or/districts/house/43.md) — 2% (state house)
+- [OR House District 42](/us/states/or/districts/house/42.md) — 2% (state house)
+- [OR House District 41](/us/states/or/districts/house/41.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/polk/index.md b/data/jurisdictions/us/states/or/counties/polk/index.md
index 01413115ff..9bc68fcb55 100644
--- a/data/jurisdictions/us/states/or/counties/polk/index.md
+++ b/data/jurisdictions/us/states/or/counties/polk/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 1460
   hispanic: 13990
   bachelors_plus: 25926
+districts:
+  - to: "us/states/or/districts/06"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/or/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9649
+  - to: "us/states/or/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0348
+  - to: "us/states/or/districts/house/23"
+    rel: in-district
+    area_weight: 0.8233
+  - to: "us/states/or/districts/house/24"
+    rel: in-district
+    area_weight: 0.1416
+  - to: "us/states/or/districts/house/20"
+    rel: in-district
+    area_weight: 0.0348
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 13990 |
 | Bachelor's or higher | 25926 |
 
+## Districts
+
+- [OR-06](/us/states/or/districts/06.md) — 100% (congressional)
+- [OR Senate District 12](/us/states/or/districts/senate/12.md) — 96% (state senate)
+- [OR Senate District 10](/us/states/or/districts/senate/10.md) — 3% (state senate)
+- [OR House District 23](/us/states/or/districts/house/23.md) — 82% (state house)
+- [OR House District 24](/us/states/or/districts/house/24.md) — 14% (state house)
+- [OR House District 20](/us/states/or/districts/house/20.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/sherman/index.md b/data/jurisdictions/us/states/or/counties/sherman/index.md
index 8fcd26f77a..fac0226b17 100644
--- a/data/jurisdictions/us/states/or/counties/sherman/index.md
+++ b/data/jurisdictions/us/states/or/counties/sherman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 85
   bachelors_plus: 286
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/house/57"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 85 |
 | Bachelor's or higher | 286 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 100% (state senate)
+- [OR House District 57](/us/states/or/districts/house/57.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/tillamook/index.md b/data/jurisdictions/us/states/or/counties/tillamook/index.md
index 83b188e857..9ead282007 100644
--- a/data/jurisdictions/us/states/or/counties/tillamook/index.md
+++ b/data/jurisdictions/us/states/or/counties/tillamook/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 134
   hispanic: 3122
   bachelors_plus: 7328
+districts:
+  - to: "us/states/or/districts/01"
+    rel: in-district
+    area_weight: 0.8439
+  - to: "us/states/or/districts/senate/16"
+    rel: in-district
+    area_weight: 0.844
+  - to: "us/states/or/districts/house/32"
+    rel: in-district
+    area_weight: 0.844
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3122 |
 | Bachelor's or higher | 7328 |
 
+## Districts
+
+- [OR-01](/us/states/or/districts/01.md) — 84% (congressional)
+- [OR Senate District 16](/us/states/or/districts/senate/16.md) — 84% (state senate)
+- [OR House District 32](/us/states/or/districts/house/32.md) — 84% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/umatilla/index.md b/data/jurisdictions/us/states/or/counties/umatilla/index.md
index 84a70dd4bd..6b872a3bdd 100644
--- a/data/jurisdictions/us/states/or/counties/umatilla/index.md
+++ b/data/jurisdictions/us/states/or/counties/umatilla/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2326
   hispanic: 23747
   bachelors_plus: 13182
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/or/districts/house/58"
+    rel: in-district
+    area_weight: 0.8338
+  - to: "us/states/or/districts/house/57"
+    rel: in-district
+    area_weight: 0.166
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 23747 |
 | Bachelor's or higher | 13182 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 100% (state senate)
+- [OR House District 58](/us/states/or/districts/house/58.md) — 83% (state house)
+- [OR House District 57](/us/states/or/districts/house/57.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/union/index.md b/data/jurisdictions/us/states/or/counties/union/index.md
index 7f27765224..116f1bd7c6 100644
--- a/data/jurisdictions/us/states/or/counties/union/index.md
+++ b/data/jurisdictions/us/states/or/counties/union/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 154
   hispanic: 1441
   bachelors_plus: 6157
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/or/districts/house/58"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1441 |
 | Bachelor's or higher | 6157 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 100% (state senate)
+- [OR House District 58](/us/states/or/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/wallowa/index.md b/data/jurisdictions/us/states/or/counties/wallowa/index.md
index 26e191f092..9755255648 100644
--- a/data/jurisdictions/us/states/or/counties/wallowa/index.md
+++ b/data/jurisdictions/us/states/or/counties/wallowa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 315
   bachelors_plus: 2994
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/or/districts/house/58"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 315 |
 | Bachelor's or higher | 2994 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 100% (state senate)
+- [OR House District 58](/us/states/or/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/wasco/index.md b/data/jurisdictions/us/states/or/counties/wasco/index.md
index 8462fafbcb..4a349a369f 100644
--- a/data/jurisdictions/us/states/or/counties/wasco/index.md
+++ b/data/jurisdictions/us/states/or/counties/wasco/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 522
   hispanic: 5470
   bachelors_plus: 5862
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9526
+  - to: "us/states/or/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0472
+  - to: "us/states/or/districts/house/57"
+    rel: in-district
+    area_weight: 0.9526
+  - to: "us/states/or/districts/house/52"
+    rel: in-district
+    area_weight: 0.0472
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 5470 |
 | Bachelor's or higher | 5862 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 95% (state senate)
+- [OR Senate District 26](/us/states/or/districts/senate/26.md) — 5% (state senate)
+- [OR House District 57](/us/states/or/districts/house/57.md) — 95% (state house)
+- [OR House District 52](/us/states/or/districts/house/52.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/washington/index.md b/data/jurisdictions/us/states/or/counties/washington/index.md
index bd7b0c2f27..5b2c24188b 100644
--- a/data/jurisdictions/us/states/or/counties/washington/index.md
+++ b/data/jurisdictions/us/states/or/counties/washington/index.md
@@ -22,9 +22,72 @@ demographics:
   race_native: 5533
   hispanic: 112182
   bachelors_plus: 280963
+districts:
+  - to: "us/states/or/districts/01"
+    rel: in-district
+    area_weight: 0.9188
+  - to: "us/states/or/districts/06"
+    rel: in-district
+    area_weight: 0.0812
+  - to: "us/states/or/districts/senate/16"
+    rel: in-district
+    area_weight: 0.6216
+  - to: "us/states/or/districts/senate/15"
+    rel: in-district
+    area_weight: 0.1441
+  - to: "us/states/or/districts/senate/18"
+    rel: in-district
+    area_weight: 0.122
+  - to: "us/states/or/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0509
+  - to: "us/states/or/districts/senate/14"
+    rel: in-district
+    area_weight: 0.026
+  - to: "us/states/or/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0193
+  - to: "us/states/or/districts/senate/19"
+    rel: in-district
+    area_weight: 0.016
+  - to: "us/states/or/districts/house/31"
+    rel: in-district
+    area_weight: 0.6215
+  - to: "us/states/or/districts/house/36"
+    rel: in-district
+    area_weight: 0.1071
+  - to: "us/states/or/districts/house/29"
+    rel: in-district
+    area_weight: 0.0962
+  - to: "us/states/or/districts/house/30"
+    rel: in-district
+    area_weight: 0.0479
+  - to: "us/states/or/districts/house/26"
+    rel: in-district
+    area_weight: 0.031
+  - to: "us/states/or/districts/house/27"
+    rel: in-district
+    area_weight: 0.0203
+  - to: "us/states/or/districts/house/25"
+    rel: in-district
+    area_weight: 0.02
+  - to: "us/states/or/districts/house/34"
+    rel: in-district
+    area_weight: 0.0179
+  - to: "us/states/or/districts/house/37"
+    rel: in-district
+    area_weight: 0.016
+  - to: "us/states/or/districts/house/35"
+    rel: in-district
+    area_weight: 0.015
+  - to: "us/states/or/districts/house/28"
+    rel: in-district
+    area_weight: 0.0057
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +119,30 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 112182 |
 | Bachelor's or higher | 280963 |
 
+## Districts
+
+- [OR-01](/us/states/or/districts/01.md) — 92% (congressional)
+- [OR-06](/us/states/or/districts/06.md) — 8% (congressional)
+- [OR Senate District 16](/us/states/or/districts/senate/16.md) — 62% (state senate)
+- [OR Senate District 15](/us/states/or/districts/senate/15.md) — 14% (state senate)
+- [OR Senate District 18](/us/states/or/districts/senate/18.md) — 12% (state senate)
+- [OR Senate District 13](/us/states/or/districts/senate/13.md) — 5% (state senate)
+- [OR Senate District 14](/us/states/or/districts/senate/14.md) — 3% (state senate)
+- [OR Senate District 17](/us/states/or/districts/senate/17.md) — 2% (state senate)
+- [OR Senate District 19](/us/states/or/districts/senate/19.md) — 2% (state senate)
+- [OR House District 31](/us/states/or/districts/house/31.md) — 62% (state house)
+- [OR House District 36](/us/states/or/districts/house/36.md) — 11% (state house)
+- [OR House District 29](/us/states/or/districts/house/29.md) — 10% (state house)
+- [OR House District 30](/us/states/or/districts/house/30.md) — 5% (state house)
+- [OR House District 26](/us/states/or/districts/house/26.md) — 3% (state house)
+- [OR House District 27](/us/states/or/districts/house/27.md) — 2% (state house)
+- [OR House District 25](/us/states/or/districts/house/25.md) — 2% (state house)
+- [OR House District 34](/us/states/or/districts/house/34.md) — 2% (state house)
+- [OR House District 37](/us/states/or/districts/house/37.md) — 2% (state house)
+- [OR House District 35](/us/states/or/districts/house/35.md) — 2% (state house)
+- [OR House District 28](/us/states/or/districts/house/28.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/wheeler/index.md b/data/jurisdictions/us/states/or/counties/wheeler/index.md
index 3652726923..84587c2574 100644
--- a/data/jurisdictions/us/states/or/counties/wheeler/index.md
+++ b/data/jurisdictions/us/states/or/counties/wheeler/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 72
   bachelors_plus: 321
+districts:
+  - to: "us/states/or/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/or/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/or/districts/house/57"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 72 |
 | Bachelor's or higher | 321 |
 
+## Districts
+
+- [OR-02](/us/states/or/districts/02.md) — 100% (congressional)
+- [OR Senate District 29](/us/states/or/districts/senate/29.md) — 100% (state senate)
+- [OR House District 57](/us/states/or/districts/house/57.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/counties/yamhill/index.md b/data/jurisdictions/us/states/or/counties/yamhill/index.md
index 4958532a96..f2d3b8ef47 100644
--- a/data/jurisdictions/us/states/or/counties/yamhill/index.md
+++ b/data/jurisdictions/us/states/or/counties/yamhill/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 1094
   hispanic: 19181
   bachelors_plus: 30062
+districts:
+  - to: "us/states/or/districts/06"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/or/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9811
+  - to: "us/states/or/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0181
+  - to: "us/states/or/districts/house/24"
+    rel: in-district
+    area_weight: 0.8268
+  - to: "us/states/or/districts/house/23"
+    rel: in-district
+    area_weight: 0.1543
+  - to: "us/states/or/districts/house/26"
+    rel: in-district
+    area_weight: 0.0181
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, or]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 19181 |
 | Bachelor's or higher | 30062 |
 
+## Districts
+
+- [OR-06](/us/states/or/districts/06.md) — 100% (congressional)
+- [OR Senate District 12](/us/states/or/districts/senate/12.md) — 98% (state senate)
+- [OR Senate District 13](/us/states/or/districts/senate/13.md) — 2% (state senate)
+- [OR House District 24](/us/states/or/districts/house/24.md) — 83% (state house)
+- [OR House District 23](/us/states/or/districts/house/23.md) — 15% (state house)
+- [OR House District 26](/us/states/or/districts/house/26.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/or/districts/01.md b/data/jurisdictions/us/states/or/districts/01.md
index b9524794b8..c2cb5e3149 100644
--- a/data/jurisdictions/us/states/or/districts/01.md
+++ b/data/jurisdictions/us/states/or/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 260845
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, or]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/or/districts/02.md b/data/jurisdictions/us/states/or/districts/02.md
index 3f4147399c..5628cc3681 100644
--- a/data/jurisdictions/us/states/or/districts/02.md
+++ b/data/jurisdictions/us/states/or/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 135910
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, or]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/or/districts/03.md b/data/jurisdictions/us/states/or/districts/03.md
index 6efe4c73cc..539ad8e723 100644
--- a/data/jurisdictions/us/states/or/districts/03.md
+++ b/data/jurisdictions/us/states/or/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 215279
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, or]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/or/districts/04.md b/data/jurisdictions/us/states/or/districts/04.md
index 571cade327..3924ec39d1 100644
--- a/data/jurisdictions/us/states/or/districts/04.md
+++ b/data/jurisdictions/us/states/or/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 168521
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, or]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/or/districts/05.md b/data/jurisdictions/us/states/or/districts/05.md
index 9623b8c07f..fce0b81653 100644
--- a/data/jurisdictions/us/states/or/districts/05.md
+++ b/data/jurisdictions/us/states/or/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 210008
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, or]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/or/districts/06.md b/data/jurisdictions/us/states/or/districts/06.md
index 662a0a7cb6..b6b581cec0 100644
--- a/data/jurisdictions/us/states/or/districts/06.md
+++ b/data/jurisdictions/us/states/or/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 176882
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, or]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/or/districts/house/1.md b/data/jurisdictions/us/states/or/districts/house/1.md
new file mode 100644
index 0000000000..24eecce831
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 1"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 1
+
+State House district 1 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/10.md b/data/jurisdictions/us/states/or/districts/house/10.md
new file mode 100644
index 0000000000..5acec6f394
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 10"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 10
+
+State House district 10 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/11.md b/data/jurisdictions/us/states/or/districts/house/11.md
new file mode 100644
index 0000000000..56cafed1b8
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 11"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 11
+
+State House district 11 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/12.md b/data/jurisdictions/us/states/or/districts/house/12.md
new file mode 100644
index 0000000000..ea3a884960
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 12"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 12
+
+State House district 12 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/13.md b/data/jurisdictions/us/states/or/districts/house/13.md
new file mode 100644
index 0000000000..d5ce81727a
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 13"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 13
+
+State House district 13 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/14.md b/data/jurisdictions/us/states/or/districts/house/14.md
new file mode 100644
index 0000000000..6cbefdb106
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 14"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 14
+
+State House district 14 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/15.md b/data/jurisdictions/us/states/or/districts/house/15.md
new file mode 100644
index 0000000000..554c6f5b79
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 15"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 15
+
+State House district 15 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/16.md b/data/jurisdictions/us/states/or/districts/house/16.md
new file mode 100644
index 0000000000..df86823796
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 16"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 16
+
+State House district 16 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/17.md b/data/jurisdictions/us/states/or/districts/house/17.md
new file mode 100644
index 0000000000..b48b7ef32a
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 17"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 17
+
+State House district 17 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/18.md b/data/jurisdictions/us/states/or/districts/house/18.md
new file mode 100644
index 0000000000..649818935e
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 18"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 18
+
+State House district 18 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/19.md b/data/jurisdictions/us/states/or/districts/house/19.md
new file mode 100644
index 0000000000..8df1e2b3a3
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 19"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 19
+
+State House district 19 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/2.md b/data/jurisdictions/us/states/or/districts/house/2.md
new file mode 100644
index 0000000000..dc70b10d3e
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 2"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 2
+
+State House district 2 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/20.md b/data/jurisdictions/us/states/or/districts/house/20.md
new file mode 100644
index 0000000000..244bc8bee6
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 20"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 20
+
+State House district 20 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/21.md b/data/jurisdictions/us/states/or/districts/house/21.md
new file mode 100644
index 0000000000..80540731d1
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 21"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 21
+
+State House district 21 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/22.md b/data/jurisdictions/us/states/or/districts/house/22.md
new file mode 100644
index 0000000000..230f3d63fa
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 22"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 22
+
+State House district 22 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/23.md b/data/jurisdictions/us/states/or/districts/house/23.md
new file mode 100644
index 0000000000..02dc46f22c
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 23"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 23
+
+State House district 23 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/24.md b/data/jurisdictions/us/states/or/districts/house/24.md
new file mode 100644
index 0000000000..f23598831f
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 24"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 24
+
+State House district 24 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/25.md b/data/jurisdictions/us/states/or/districts/house/25.md
new file mode 100644
index 0000000000..9023564d2c
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 25"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 25
+
+State House district 25 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/26.md b/data/jurisdictions/us/states/or/districts/house/26.md
new file mode 100644
index 0000000000..66dc118aaf
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 26"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 26
+
+State House district 26 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/27.md b/data/jurisdictions/us/states/or/districts/house/27.md
new file mode 100644
index 0000000000..d384ee76e9
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 27"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 27
+
+State House district 27 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/28.md b/data/jurisdictions/us/states/or/districts/house/28.md
new file mode 100644
index 0000000000..932d1be80a
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 28"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 28
+
+State House district 28 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/29.md b/data/jurisdictions/us/states/or/districts/house/29.md
new file mode 100644
index 0000000000..7b2a18259e
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 29"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 29
+
+State House district 29 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/3.md b/data/jurisdictions/us/states/or/districts/house/3.md
new file mode 100644
index 0000000000..440c2ce518
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 3"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 3
+
+State House district 3 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/30.md b/data/jurisdictions/us/states/or/districts/house/30.md
new file mode 100644
index 0000000000..322ddd8bd6
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 30"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 30
+
+State House district 30 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/31.md b/data/jurisdictions/us/states/or/districts/house/31.md
new file mode 100644
index 0000000000..570f49b954
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 31"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 31
+
+State House district 31 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/32.md b/data/jurisdictions/us/states/or/districts/house/32.md
new file mode 100644
index 0000000000..9f761be401
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 32"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 32
+
+State House district 32 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/33.md b/data/jurisdictions/us/states/or/districts/house/33.md
new file mode 100644
index 0000000000..af07e4f303
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 33"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 33
+
+State House district 33 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/34.md b/data/jurisdictions/us/states/or/districts/house/34.md
new file mode 100644
index 0000000000..c206d050b7
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 34"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 34
+
+State House district 34 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/35.md b/data/jurisdictions/us/states/or/districts/house/35.md
new file mode 100644
index 0000000000..58bad74e5a
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 35"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 35
+
+State House district 35 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/36.md b/data/jurisdictions/us/states/or/districts/house/36.md
new file mode 100644
index 0000000000..51dbc23b1a
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 36"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 36
+
+State House district 36 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/37.md b/data/jurisdictions/us/states/or/districts/house/37.md
new file mode 100644
index 0000000000..6113297f93
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 37"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 37
+
+State House district 37 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/38.md b/data/jurisdictions/us/states/or/districts/house/38.md
new file mode 100644
index 0000000000..2086b2315b
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 38"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 38
+
+State House district 38 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/39.md b/data/jurisdictions/us/states/or/districts/house/39.md
new file mode 100644
index 0000000000..afdadf9b63
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 39"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 39
+
+State House district 39 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/4.md b/data/jurisdictions/us/states/or/districts/house/4.md
new file mode 100644
index 0000000000..547947a65b
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 4"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 4
+
+State House district 4 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/40.md b/data/jurisdictions/us/states/or/districts/house/40.md
new file mode 100644
index 0000000000..346f10964a
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 40"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 40
+
+State House district 40 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/41.md b/data/jurisdictions/us/states/or/districts/house/41.md
new file mode 100644
index 0000000000..cc59824520
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 41"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 41
+
+State House district 41 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/42.md b/data/jurisdictions/us/states/or/districts/house/42.md
new file mode 100644
index 0000000000..181da20017
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 42"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 42
+
+State House district 42 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/43.md b/data/jurisdictions/us/states/or/districts/house/43.md
new file mode 100644
index 0000000000..7ee3e87d4e
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 43"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 43
+
+State House district 43 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/44.md b/data/jurisdictions/us/states/or/districts/house/44.md
new file mode 100644
index 0000000000..4504cb87f0
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 44"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 44
+
+State House district 44 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/45.md b/data/jurisdictions/us/states/or/districts/house/45.md
new file mode 100644
index 0000000000..0ba654136c
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 45"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 45
+
+State House district 45 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/46.md b/data/jurisdictions/us/states/or/districts/house/46.md
new file mode 100644
index 0000000000..27645b1855
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 46"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 46
+
+State House district 46 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/47.md b/data/jurisdictions/us/states/or/districts/house/47.md
new file mode 100644
index 0000000000..bc18f36dbe
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 47"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 47
+
+State House district 47 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/48.md b/data/jurisdictions/us/states/or/districts/house/48.md
new file mode 100644
index 0000000000..b69d4164ea
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 48"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 48
+
+State House district 48 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/49.md b/data/jurisdictions/us/states/or/districts/house/49.md
new file mode 100644
index 0000000000..2e25f78952
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 49"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 49
+
+State House district 49 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/5.md b/data/jurisdictions/us/states/or/districts/house/5.md
new file mode 100644
index 0000000000..bb37e49be7
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 5"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 5
+
+State House district 5 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/50.md b/data/jurisdictions/us/states/or/districts/house/50.md
new file mode 100644
index 0000000000..524b9ca329
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 50"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 50
+
+State House district 50 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/51.md b/data/jurisdictions/us/states/or/districts/house/51.md
new file mode 100644
index 0000000000..451fa2c39f
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 51"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 51
+
+State House district 51 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/52.md b/data/jurisdictions/us/states/or/districts/house/52.md
new file mode 100644
index 0000000000..e91625267c
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 52"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 52
+
+State House district 52 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/53.md b/data/jurisdictions/us/states/or/districts/house/53.md
new file mode 100644
index 0000000000..628931164f
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 53"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 53
+
+State House district 53 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/54.md b/data/jurisdictions/us/states/or/districts/house/54.md
new file mode 100644
index 0000000000..55a15ea7ec
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 54"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 54
+
+State House district 54 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/55.md b/data/jurisdictions/us/states/or/districts/house/55.md
new file mode 100644
index 0000000000..1e058b43bb
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 55"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 55
+
+State House district 55 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/56.md b/data/jurisdictions/us/states/or/districts/house/56.md
new file mode 100644
index 0000000000..1c41137985
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 56"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 56
+
+State House district 56 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/57.md b/data/jurisdictions/us/states/or/districts/house/57.md
new file mode 100644
index 0000000000..2d5c6e492a
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 57"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 57
+
+State House district 57 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/58.md b/data/jurisdictions/us/states/or/districts/house/58.md
new file mode 100644
index 0000000000..081f141a09
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 58"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 58
+
+State House district 58 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/59.md b/data/jurisdictions/us/states/or/districts/house/59.md
new file mode 100644
index 0000000000..4c76c26d88
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 59"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 59
+
+State House district 59 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/6.md b/data/jurisdictions/us/states/or/districts/house/6.md
new file mode 100644
index 0000000000..5b983e374d
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 6"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 6
+
+State House district 6 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/60.md b/data/jurisdictions/us/states/or/districts/house/60.md
new file mode 100644
index 0000000000..2ba2054fcd
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 60"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 60
+
+State House district 60 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/7.md b/data/jurisdictions/us/states/or/districts/house/7.md
new file mode 100644
index 0000000000..08f76b6e71
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 7"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 7
+
+State House district 7 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/8.md b/data/jurisdictions/us/states/or/districts/house/8.md
new file mode 100644
index 0000000000..c3e5a5cf7c
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 8"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 8
+
+State House district 8 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/house/9.md b/data/jurisdictions/us/states/or/districts/house/9.md
new file mode 100644
index 0000000000..1f45b43a0d
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR House District 9"
+classification: state-house-district
+state: "OR"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR House District 9
+
+State House district 9 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/1.md b/data/jurisdictions/us/states/or/districts/senate/1.md
new file mode 100644
index 0000000000..6482fffbba
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 1"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 1
+
+State Senate district 1 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/10.md b/data/jurisdictions/us/states/or/districts/senate/10.md
new file mode 100644
index 0000000000..25d5ce87bf
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 10"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 10
+
+State Senate district 10 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/11.md b/data/jurisdictions/us/states/or/districts/senate/11.md
new file mode 100644
index 0000000000..37f93ba6bc
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 11"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 11
+
+State Senate district 11 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/12.md b/data/jurisdictions/us/states/or/districts/senate/12.md
new file mode 100644
index 0000000000..c00510851f
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 12"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 12
+
+State Senate district 12 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/13.md b/data/jurisdictions/us/states/or/districts/senate/13.md
new file mode 100644
index 0000000000..cde8013b86
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 13"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 13
+
+State Senate district 13 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/14.md b/data/jurisdictions/us/states/or/districts/senate/14.md
new file mode 100644
index 0000000000..e6ed87ad5a
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 14"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 14
+
+State Senate district 14 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/15.md b/data/jurisdictions/us/states/or/districts/senate/15.md
new file mode 100644
index 0000000000..df5aabfd8a
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 15"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 15
+
+State Senate district 15 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/16.md b/data/jurisdictions/us/states/or/districts/senate/16.md
new file mode 100644
index 0000000000..f8ba36f0c9
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 16"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 16
+
+State Senate district 16 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/17.md b/data/jurisdictions/us/states/or/districts/senate/17.md
new file mode 100644
index 0000000000..866f8fd553
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 17"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 17
+
+State Senate district 17 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/18.md b/data/jurisdictions/us/states/or/districts/senate/18.md
new file mode 100644
index 0000000000..6ef686c583
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 18"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 18
+
+State Senate district 18 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/19.md b/data/jurisdictions/us/states/or/districts/senate/19.md
new file mode 100644
index 0000000000..3b03aafb90
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 19"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 19
+
+State Senate district 19 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/2.md b/data/jurisdictions/us/states/or/districts/senate/2.md
new file mode 100644
index 0000000000..36512d5786
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 2"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 2
+
+State Senate district 2 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/20.md b/data/jurisdictions/us/states/or/districts/senate/20.md
new file mode 100644
index 0000000000..8ed67116da
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 20"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 20
+
+State Senate district 20 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/21.md b/data/jurisdictions/us/states/or/districts/senate/21.md
new file mode 100644
index 0000000000..de85f9fb1a
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 21"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 21
+
+State Senate district 21 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/22.md b/data/jurisdictions/us/states/or/districts/senate/22.md
new file mode 100644
index 0000000000..91c8a9b0c2
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 22"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 22
+
+State Senate district 22 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/23.md b/data/jurisdictions/us/states/or/districts/senate/23.md
new file mode 100644
index 0000000000..a995b49d95
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 23"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 23
+
+State Senate district 23 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/24.md b/data/jurisdictions/us/states/or/districts/senate/24.md
new file mode 100644
index 0000000000..dac751f4e2
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 24"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 24
+
+State Senate district 24 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/25.md b/data/jurisdictions/us/states/or/districts/senate/25.md
new file mode 100644
index 0000000000..fcca091332
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 25"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 25
+
+State Senate district 25 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/26.md b/data/jurisdictions/us/states/or/districts/senate/26.md
new file mode 100644
index 0000000000..dcf1a82c4b
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 26"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 26
+
+State Senate district 26 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/27.md b/data/jurisdictions/us/states/or/districts/senate/27.md
new file mode 100644
index 0000000000..abd507a776
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 27"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 27
+
+State Senate district 27 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/28.md b/data/jurisdictions/us/states/or/districts/senate/28.md
new file mode 100644
index 0000000000..d041924372
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 28"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 28
+
+State Senate district 28 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/29.md b/data/jurisdictions/us/states/or/districts/senate/29.md
new file mode 100644
index 0000000000..16950c0f73
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 29"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 29
+
+State Senate district 29 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/3.md b/data/jurisdictions/us/states/or/districts/senate/3.md
new file mode 100644
index 0000000000..a27400b345
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 3"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 3
+
+State Senate district 3 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/30.md b/data/jurisdictions/us/states/or/districts/senate/30.md
new file mode 100644
index 0000000000..8bf18f0fad
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 30"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 30
+
+State Senate district 30 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/4.md b/data/jurisdictions/us/states/or/districts/senate/4.md
new file mode 100644
index 0000000000..faa8a0aa85
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 4"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 4
+
+State Senate district 4 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/5.md b/data/jurisdictions/us/states/or/districts/senate/5.md
new file mode 100644
index 0000000000..f58a29e811
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 5"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 5
+
+State Senate district 5 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/6.md b/data/jurisdictions/us/states/or/districts/senate/6.md
new file mode 100644
index 0000000000..b9d211a638
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 6"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 6
+
+State Senate district 6 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/7.md b/data/jurisdictions/us/states/or/districts/senate/7.md
new file mode 100644
index 0000000000..8885fdfa5d
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 7"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 7
+
+State Senate district 7 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/8.md b/data/jurisdictions/us/states/or/districts/senate/8.md
new file mode 100644
index 0000000000..15fea58549
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 8"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 8
+
+State Senate district 8 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/districts/senate/9.md b/data/jurisdictions/us/states/or/districts/senate/9.md
new file mode 100644
index 0000000000..c95cdd266e
--- /dev/null
+++ b/data/jurisdictions/us/states/or/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "OR Senate District 9"
+classification: state-senate-district
+state: "OR"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, or]
+timestamp: "2026-07-03"
+---
+
+# OR Senate District 9
+
+State Senate district 9 (OR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/or/people/alek-skarlatos.md b/data/jurisdictions/us/states/or/people/alek-skarlatos.md
index 2a5866e7a2..9bf8e9cd50 100644
--- a/data/jurisdictions/us/states/or/people/alek-skarlatos.md
+++ b/data/jurisdictions/us/states/or/people/alek-skarlatos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 4"
+represents: "us/states/or/districts/house/4"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 4 (OR State House of Representatives District 4).
 
+Represents [OR State House of Representatives District 4](/us/states/or/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/andrea-valderrama.md b/data/jurisdictions/us/states/or/people/andrea-valderrama.md
index a0e907a9ff..0ffb0835a9 100644
--- a/data/jurisdictions/us/states/or/people/andrea-valderrama.md
+++ b/data/jurisdictions/us/states/or/people/andrea-valderrama.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 47"
+represents: "us/states/or/districts/house/47"
 tenure:
   start: "2021-04-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 47 (OR State House of Representatives District 47).
 
+Represents [OR State House of Representatives District 47](/us/states/or/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/anna-scharf.md b/data/jurisdictions/us/states/or/people/anna-scharf.md
index 0870247862..548b055fff 100644
--- a/data/jurisdictions/us/states/or/people/anna-scharf.md
+++ b/data/jurisdictions/us/states/or/people/anna-scharf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 23"
+represents: "us/states/or/districts/house/23"
 tenure:
   start: "2021-07-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 23 (OR State House of Representatives District 23).
 
+Represents [OR State House of Representatives District 23](/us/states/or/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/annessa-hartman.md b/data/jurisdictions/us/states/or/people/annessa-hartman.md
index fecec182f2..ae3c2d5a24 100644
--- a/data/jurisdictions/us/states/or/people/annessa-hartman.md
+++ b/data/jurisdictions/us/states/or/people/annessa-hartman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 40"
+represents: "us/states/or/districts/house/40"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 40 (OR State House of Representatives District 40).
 
+Represents [OR State House of Representatives District 40](/us/states/or/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/anthony-broadman.md b/data/jurisdictions/us/states/or/people/anthony-broadman.md
index f62ac30755..ed4d66533c 100644
--- a/data/jurisdictions/us/states/or/people/anthony-broadman.md
+++ b/data/jurisdictions/us/states/or/people/anthony-broadman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 27"
+represents: "us/states/or/districts/senate/27"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 27 (OR State Senate District 27).
 
+Represents [OR State Senate District 27](/us/states/or/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/april-dobson.md b/data/jurisdictions/us/states/or/people/april-dobson.md
index 6dbc0a9d50..ad5f08d851 100644
--- a/data/jurisdictions/us/states/or/people/april-dobson.md
+++ b/data/jurisdictions/us/states/or/people/april-dobson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 39"
+represents: "us/states/or/districts/house/39"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 39 (OR State House of Representatives District 39).
 
+Represents [OR State House of Representatives District 39](/us/states/or/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/ben-bowman.md b/data/jurisdictions/us/states/or/people/ben-bowman.md
index e5c6d3a992..6cad77a887 100644
--- a/data/jurisdictions/us/states/or/people/ben-bowman.md
+++ b/data/jurisdictions/us/states/or/people/ben-bowman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 25"
+represents: "us/states/or/districts/house/25"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 25 (OR State House of Representatives District 25).
 
+Represents [OR State House of Representatives District 25](/us/states/or/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/bobby-levy.md b/data/jurisdictions/us/states/or/people/bobby-levy.md
index 05ede145c7..f679c4528d 100644
--- a/data/jurisdictions/us/states/or/people/bobby-levy.md
+++ b/data/jurisdictions/us/states/or/people/bobby-levy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 58"
+represents: "us/states/or/districts/house/58"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 58 (OR State House of Representatives District 58).
 
+Represents [OR State House of Representatives District 58](/us/states/or/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/boomer-wright.md b/data/jurisdictions/us/states/or/people/boomer-wright.md
index 9b935d3206..cd64cee039 100644
--- a/data/jurisdictions/us/states/or/people/boomer-wright.md
+++ b/data/jurisdictions/us/states/or/people/boomer-wright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 9"
+represents: "us/states/or/districts/house/9"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 9 (OR State House of Representatives District 9).
 
+Represents [OR State House of Representatives District 9](/us/states/or/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/bruce-starr.md b/data/jurisdictions/us/states/or/people/bruce-starr.md
index 29d1bee3fd..ae770520b6 100644
--- a/data/jurisdictions/us/states/or/people/bruce-starr.md
+++ b/data/jurisdictions/us/states/or/people/bruce-starr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 12"
+represents: "us/states/or/districts/senate/12"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 12 (OR State Senate District 12).
 
+Represents [OR State Senate District 12](/us/states/or/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/cedric-hayden.md b/data/jurisdictions/us/states/or/people/cedric-hayden.md
index 6dad6edd13..cceb9b8553 100644
--- a/data/jurisdictions/us/states/or/people/cedric-hayden.md
+++ b/data/jurisdictions/us/states/or/people/cedric-hayden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 6"
+represents: "us/states/or/districts/senate/6"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 6 (OR State Senate District 6).
 
+Represents [OR State Senate District 6](/us/states/or/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/chris-gorsek.md b/data/jurisdictions/us/states/or/people/chris-gorsek.md
index dc32b351f5..d1d7a07c82 100644
--- a/data/jurisdictions/us/states/or/people/chris-gorsek.md
+++ b/data/jurisdictions/us/states/or/people/chris-gorsek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 25"
+represents: "us/states/or/districts/senate/25"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 25 (OR State Senate District 25).
 
+Represents [OR State Senate District 25](/us/states/or/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/christine-drazan.md b/data/jurisdictions/us/states/or/people/christine-drazan.md
index 09a0a1fc90..ab9b4f6664 100644
--- a/data/jurisdictions/us/states/or/people/christine-drazan.md
+++ b/data/jurisdictions/us/states/or/people/christine-drazan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 26"
+represents: "us/states/or/districts/senate/26"
 tenure:
   start: "2025-10-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 26 (OR State Senate District 26).
 
+Represents [OR State Senate District 26](/us/states/or/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/court-boice.md b/data/jurisdictions/us/states/or/people/court-boice.md
index 89c1c5b477..96cbfc2373 100644
--- a/data/jurisdictions/us/states/or/people/court-boice.md
+++ b/data/jurisdictions/us/states/or/people/court-boice.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 1"
+represents: "us/states/or/districts/house/1"
 tenure:
   start: "2023-02-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 1 (OR State House of Representatives District 1).
 
+Represents [OR State House of Representatives District 1](/us/states/or/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/courtney-neron-misslin.md b/data/jurisdictions/us/states/or/people/courtney-neron-misslin.md
index 265a31610f..9a8446c005 100644
--- a/data/jurisdictions/us/states/or/people/courtney-neron-misslin.md
+++ b/data/jurisdictions/us/states/or/people/courtney-neron-misslin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 13"
+represents: "us/states/or/districts/senate/13"
 tenure:
   start: "2025-05-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 13 (OR State Senate District 13).
 
+Represents [OR State Senate District 13](/us/states/or/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/cyrus-javadi.md b/data/jurisdictions/us/states/or/people/cyrus-javadi.md
index ffcfea0b0a..f70febd9e6 100644
--- a/data/jurisdictions/us/states/or/people/cyrus-javadi.md
+++ b/data/jurisdictions/us/states/or/people/cyrus-javadi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 32"
+represents: "us/states/or/districts/house/32"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 32 (OR State House of Representatives District 32).
 
+Represents [OR State House of Representatives District 32](/us/states/or/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/dacia-grayber.md b/data/jurisdictions/us/states/or/people/dacia-grayber.md
index 9a8aafbddd..a2c76f1446 100644
--- a/data/jurisdictions/us/states/or/people/dacia-grayber.md
+++ b/data/jurisdictions/us/states/or/people/dacia-grayber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 28"
+represents: "us/states/or/districts/house/28"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 28 (OR State House of Representatives District 28).
 
+Represents [OR State House of Representatives District 28](/us/states/or/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/daniel-nguyen.md b/data/jurisdictions/us/states/or/people/daniel-nguyen.md
index 452a64a98e..334d6755b4 100644
--- a/data/jurisdictions/us/states/or/people/daniel-nguyen.md
+++ b/data/jurisdictions/us/states/or/people/daniel-nguyen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 38"
+represents: "us/states/or/districts/house/38"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 38 (OR State House of Representatives District 38).
 
+Represents [OR State House of Representatives District 38](/us/states/or/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/darcey-edwards.md b/data/jurisdictions/us/states/or/people/darcey-edwards.md
index 7db05adc94..5251df8c94 100644
--- a/data/jurisdictions/us/states/or/people/darcey-edwards.md
+++ b/data/jurisdictions/us/states/or/people/darcey-edwards.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 31"
+represents: "us/states/or/districts/house/31"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 31 (OR State House of Representatives District 31).
 
+Represents [OR State House of Representatives District 31](/us/states/or/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/darin-harbick.md b/data/jurisdictions/us/states/or/people/darin-harbick.md
index f275539241..d494686acc 100644
--- a/data/jurisdictions/us/states/or/people/darin-harbick.md
+++ b/data/jurisdictions/us/states/or/people/darin-harbick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 12"
+represents: "us/states/or/districts/house/12"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 12 (OR State House of Representatives District 12).
 
+Represents [OR State House of Representatives District 12](/us/states/or/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/david-gomberg.md b/data/jurisdictions/us/states/or/people/david-gomberg.md
index 8a2731643d..b4ca1ffff2 100644
--- a/data/jurisdictions/us/states/or/people/david-gomberg.md
+++ b/data/jurisdictions/us/states/or/people/david-gomberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 10"
+represents: "us/states/or/districts/house/10"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 10 (OR State House of Representatives District 10).
 
+Represents [OR State House of Representatives District 10](/us/states/or/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/david-smith.md b/data/jurisdictions/us/states/or/people/david-smith.md
index 62b7e03042..d663c512c1 100644
--- a/data/jurisdictions/us/states/or/people/david-smith.md
+++ b/data/jurisdictions/us/states/or/people/david-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 1"
+represents: "us/states/or/districts/senate/1"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 1 (OR State Senate District 1).
 
+Represents [OR State Senate District 1](/us/states/or/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/deb-patterson.md b/data/jurisdictions/us/states/or/people/deb-patterson.md
index fda7074695..13a2893a7b 100644
--- a/data/jurisdictions/us/states/or/people/deb-patterson.md
+++ b/data/jurisdictions/us/states/or/people/deb-patterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 10"
+represents: "us/states/or/districts/senate/10"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 10 (OR State Senate District 10).
 
+Represents [OR State Senate District 10](/us/states/or/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/diane-linthicum.md b/data/jurisdictions/us/states/or/people/diane-linthicum.md
index ccc1c2994a..912808ec87 100644
--- a/data/jurisdictions/us/states/or/people/diane-linthicum.md
+++ b/data/jurisdictions/us/states/or/people/diane-linthicum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 28"
+represents: "us/states/or/districts/senate/28"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 28 (OR State Senate District 28).
 
+Represents [OR State Senate District 28](/us/states/or/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/dick-anderson.md b/data/jurisdictions/us/states/or/people/dick-anderson.md
index e7bc8f14e4..93350f4bab 100644
--- a/data/jurisdictions/us/states/or/people/dick-anderson.md
+++ b/data/jurisdictions/us/states/or/people/dick-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 5"
+represents: "us/states/or/districts/senate/5"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 5 (OR State Senate District 5).
 
+Represents [OR State Senate District 5](/us/states/or/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/dwayne-yunker.md b/data/jurisdictions/us/states/or/people/dwayne-yunker.md
index a9c60d9ac4..4cad3695c9 100644
--- a/data/jurisdictions/us/states/or/people/dwayne-yunker.md
+++ b/data/jurisdictions/us/states/or/people/dwayne-yunker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 3"
+represents: "us/states/or/districts/house/3"
 tenure:
   start: "2023-12-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 3 (OR State House of Representatives District 3).
 
+Represents [OR State House of Representatives District 3](/us/states/or/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/ed-diehl.md b/data/jurisdictions/us/states/or/people/ed-diehl.md
index 7dcfc9d4d3..9e6ac000d2 100644
--- a/data/jurisdictions/us/states/or/people/ed-diehl.md
+++ b/data/jurisdictions/us/states/or/people/ed-diehl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 17"
+represents: "us/states/or/districts/house/17"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 17 (OR State House of Representatives District 17).
 
+Represents [OR State House of Representatives District 17](/us/states/or/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/em-levy.md b/data/jurisdictions/us/states/or/people/em-levy.md
index 06620e295d..35ae1ad0e5 100644
--- a/data/jurisdictions/us/states/or/people/em-levy.md
+++ b/data/jurisdictions/us/states/or/people/em-levy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 53"
+represents: "us/states/or/districts/house/53"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 53 (OR State House of Representatives District 53).
 
+Represents [OR State House of Representatives District 53](/us/states/or/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/emily-mcintire.md b/data/jurisdictions/us/states/or/people/emily-mcintire.md
index 16af866f29..d020de259c 100644
--- a/data/jurisdictions/us/states/or/people/emily-mcintire.md
+++ b/data/jurisdictions/us/states/or/people/emily-mcintire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 56"
+represents: "us/states/or/districts/house/56"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 56 (OR State House of Representatives District 56).
 
+Represents [OR State House of Representatives District 56](/us/states/or/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/farrah-chaichi.md b/data/jurisdictions/us/states/or/people/farrah-chaichi.md
index f7a3c118df..81c1aa7313 100644
--- a/data/jurisdictions/us/states/or/people/farrah-chaichi.md
+++ b/data/jurisdictions/us/states/or/people/farrah-chaichi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 35"
+represents: "us/states/or/districts/house/35"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 35 (OR State House of Representatives District 35).
 
+Represents [OR State House of Representatives District 35](/us/states/or/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/floyd-prozanski.md b/data/jurisdictions/us/states/or/people/floyd-prozanski.md
index bb49aef92e..0f4042fea1 100644
--- a/data/jurisdictions/us/states/or/people/floyd-prozanski.md
+++ b/data/jurisdictions/us/states/or/people/floyd-prozanski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 4"
+represents: "us/states/or/districts/senate/4"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 4 (OR State Senate District 4).
 
+Represents [OR State Senate District 4](/us/states/or/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/fred-girod.md b/data/jurisdictions/us/states/or/people/fred-girod.md
index ba33a2a055..5ccc204d77 100644
--- a/data/jurisdictions/us/states/or/people/fred-girod.md
+++ b/data/jurisdictions/us/states/or/people/fred-girod.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 9"
+represents: "us/states/or/districts/senate/9"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 9 (OR State Senate District 9).
 
+Represents [OR State Senate District 9](/us/states/or/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/greg-smith.md b/data/jurisdictions/us/states/or/people/greg-smith.md
index ce1313ebf9..6cd02955ef 100644
--- a/data/jurisdictions/us/states/or/people/greg-smith.md
+++ b/data/jurisdictions/us/states/or/people/greg-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 57"
+represents: "us/states/or/districts/house/57"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 57 (OR State House of Representatives District 57).
 
+Represents [OR State House of Representatives District 57](/us/states/or/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/hai-pham.md b/data/jurisdictions/us/states/or/people/hai-pham.md
index 83fc37149e..3299fab2c6 100644
--- a/data/jurisdictions/us/states/or/people/hai-pham.md
+++ b/data/jurisdictions/us/states/or/people/hai-pham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 36"
+represents: "us/states/or/districts/house/36"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 36 (OR State House of Representatives District 36).
 
+Represents [OR State House of Representatives District 36](/us/states/or/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/james-manning.md b/data/jurisdictions/us/states/or/people/james-manning.md
index 4b2b373220..d90bc853d3 100644
--- a/data/jurisdictions/us/states/or/people/james-manning.md
+++ b/data/jurisdictions/us/states/or/people/james-manning.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 7"
+represents: "us/states/or/districts/senate/7"
 tenure:
   start: "2016-12-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 7 (OR State Senate District 7).
 
+Represents [OR State Senate District 7](/us/states/or/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/jami-cate.md b/data/jurisdictions/us/states/or/people/jami-cate.md
index dc91b6473d..0cfe8dc92d 100644
--- a/data/jurisdictions/us/states/or/people/jami-cate.md
+++ b/data/jurisdictions/us/states/or/people/jami-cate.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 11"
+represents: "us/states/or/districts/house/11"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 11 (OR State House of Representatives District 11).
 
+Represents [OR State House of Representatives District 11](/us/states/or/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/janeen-sollman.md b/data/jurisdictions/us/states/or/people/janeen-sollman.md
index 86bb424370..c03e22744d 100644
--- a/data/jurisdictions/us/states/or/people/janeen-sollman.md
+++ b/data/jurisdictions/us/states/or/people/janeen-sollman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 15"
+represents: "us/states/or/districts/senate/15"
 tenure:
   start: "2022-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 15 (OR State Senate District 15).
 
+Represents [OR State Senate District 15](/us/states/or/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/jason-kropf.md b/data/jurisdictions/us/states/or/people/jason-kropf.md
index 35337869ec..0c1832cecb 100644
--- a/data/jurisdictions/us/states/or/people/jason-kropf.md
+++ b/data/jurisdictions/us/states/or/people/jason-kropf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 54"
+represents: "us/states/or/districts/house/54"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 54 (OR State House of Representatives District 54).
 
+Represents [OR State House of Representatives District 54](/us/states/or/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/jeff-golden.md b/data/jurisdictions/us/states/or/people/jeff-golden.md
index d5fe2e46ca..87ff23e228 100644
--- a/data/jurisdictions/us/states/or/people/jeff-golden.md
+++ b/data/jurisdictions/us/states/or/people/jeff-golden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 3"
+represents: "us/states/or/districts/senate/3"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 3 (OR State Senate District 3).
 
+Represents [OR State Senate District 3](/us/states/or/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/jeff-helfrich.md b/data/jurisdictions/us/states/or/people/jeff-helfrich.md
index f8334ad68b..6f787adac5 100644
--- a/data/jurisdictions/us/states/or/people/jeff-helfrich.md
+++ b/data/jurisdictions/us/states/or/people/jeff-helfrich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 52"
+represents: "us/states/or/districts/house/52"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 52 (OR State House of Representatives District 52).
 
+Represents [OR State House of Representatives District 52](/us/states/or/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/john-lively.md b/data/jurisdictions/us/states/or/people/john-lively.md
index 4378235f9e..96180a0a27 100644
--- a/data/jurisdictions/us/states/or/people/john-lively.md
+++ b/data/jurisdictions/us/states/or/people/john-lively.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 7"
+represents: "us/states/or/districts/house/7"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 7 (OR State House of Representatives District 7).
 
+Represents [OR State House of Representatives District 7](/us/states/or/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/jules-walters.md b/data/jurisdictions/us/states/or/people/jules-walters.md
index 7a263d691e..3dd1faeabf 100644
--- a/data/jurisdictions/us/states/or/people/jules-walters.md
+++ b/data/jurisdictions/us/states/or/people/jules-walters.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 37"
+represents: "us/states/or/districts/house/37"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 37 (OR State House of Representatives District 37).
 
+Represents [OR State House of Representatives District 37](/us/states/or/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/julie-fahey.md b/data/jurisdictions/us/states/or/people/julie-fahey.md
index 48cc86503b..561eee8d1d 100644
--- a/data/jurisdictions/us/states/or/people/julie-fahey.md
+++ b/data/jurisdictions/us/states/or/people/julie-fahey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 14"
+represents: "us/states/or/districts/house/14"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 14 (OR State House of Representatives District 14).
 
+Represents [OR State House of Representatives District 14](/us/states/or/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/kate-lieber.md b/data/jurisdictions/us/states/or/people/kate-lieber.md
index 7ce90487ca..3ba7bff70a 100644
--- a/data/jurisdictions/us/states/or/people/kate-lieber.md
+++ b/data/jurisdictions/us/states/or/people/kate-lieber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 14"
+represents: "us/states/or/districts/senate/14"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 14 (OR State Senate District 14).
 
+Represents [OR State Senate District 14](/us/states/or/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/kathleen-taylor.md b/data/jurisdictions/us/states/or/people/kathleen-taylor.md
index 828bc91dcb..1e86da82ef 100644
--- a/data/jurisdictions/us/states/or/people/kathleen-taylor.md
+++ b/data/jurisdictions/us/states/or/people/kathleen-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 21"
+represents: "us/states/or/districts/senate/21"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 21 (OR State Senate District 21).
 
+Represents [OR State Senate District 21](/us/states/or/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/kayse-jama.md b/data/jurisdictions/us/states/or/people/kayse-jama.md
index 29ef905501..ac02040e18 100644
--- a/data/jurisdictions/us/states/or/people/kayse-jama.md
+++ b/data/jurisdictions/us/states/or/people/kayse-jama.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 24"
+represents: "us/states/or/districts/senate/24"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 24 (OR State Senate District 24).
 
+Represents [OR State Senate District 24](/us/states/or/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/ken-helm.md b/data/jurisdictions/us/states/or/people/ken-helm.md
index 673849ad8b..913bb161b4 100644
--- a/data/jurisdictions/us/states/or/people/ken-helm.md
+++ b/data/jurisdictions/us/states/or/people/ken-helm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 27"
+represents: "us/states/or/districts/house/27"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 27 (OR State House of Representatives District 27).
 
+Represents [OR State House of Representatives District 27](/us/states/or/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/kevin-mannix.md b/data/jurisdictions/us/states/or/people/kevin-mannix.md
index 85e96699c0..2200f4d8ab 100644
--- a/data/jurisdictions/us/states/or/people/kevin-mannix.md
+++ b/data/jurisdictions/us/states/or/people/kevin-mannix.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 21"
+represents: "us/states/or/districts/house/21"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 21 (OR State House of Representatives District 21).
 
+Represents [OR State House of Representatives District 21](/us/states/or/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/khanh-pham.md b/data/jurisdictions/us/states/or/people/khanh-pham.md
index baa35da2df..f43da999f3 100644
--- a/data/jurisdictions/us/states/or/people/khanh-pham.md
+++ b/data/jurisdictions/us/states/or/people/khanh-pham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 23"
+represents: "us/states/or/districts/senate/23"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 23 (OR State Senate District 23).
 
+Represents [OR State Senate District 23](/us/states/or/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/kim-thatcher.md b/data/jurisdictions/us/states/or/people/kim-thatcher.md
index e76ddb1f4a..518fc59254 100644
--- a/data/jurisdictions/us/states/or/people/kim-thatcher.md
+++ b/data/jurisdictions/us/states/or/people/kim-thatcher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 11"
+represents: "us/states/or/districts/senate/11"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 11 (OR State Senate District 11).
 
+Represents [OR State Senate District 11](/us/states/or/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/kim-wallan.md b/data/jurisdictions/us/states/or/people/kim-wallan.md
index fe75c1ec3a..31490e3fb3 100644
--- a/data/jurisdictions/us/states/or/people/kim-wallan.md
+++ b/data/jurisdictions/us/states/or/people/kim-wallan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 6"
+represents: "us/states/or/districts/house/6"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 6 (OR State House of Representatives District 6).
 
+Represents [OR State House of Representatives District 6](/us/states/or/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/lamar-wise.md b/data/jurisdictions/us/states/or/people/lamar-wise.md
index 54154f7382..3902003fd1 100644
--- a/data/jurisdictions/us/states/or/people/lamar-wise.md
+++ b/data/jurisdictions/us/states/or/people/lamar-wise.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 48"
+represents: "us/states/or/districts/house/48"
 tenure:
   start: "2025-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 48 (OR State House of Representatives District 48).
 
+Represents [OR State House of Representatives District 48](/us/states/or/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/lesly-munoz.md b/data/jurisdictions/us/states/or/people/lesly-munoz.md
index fa2394cd08..6db98117cd 100644
--- a/data/jurisdictions/us/states/or/people/lesly-munoz.md
+++ b/data/jurisdictions/us/states/or/people/lesly-munoz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 22"
+represents: "us/states/or/districts/house/22"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 22 (OR State House of Representatives District 22).
 
+Represents [OR State House of Representatives District 22](/us/states/or/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/lew-frederick.md b/data/jurisdictions/us/states/or/people/lew-frederick.md
index b04dae8f02..34a5ba5559 100644
--- a/data/jurisdictions/us/states/or/people/lew-frederick.md
+++ b/data/jurisdictions/us/states/or/people/lew-frederick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 22"
+represents: "us/states/or/districts/senate/22"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 22 (OR State Senate District 22).
 
+Represents [OR State Senate District 22](/us/states/or/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/lisa-fragala.md b/data/jurisdictions/us/states/or/people/lisa-fragala.md
index 89b2a1f604..16b390c34a 100644
--- a/data/jurisdictions/us/states/or/people/lisa-fragala.md
+++ b/data/jurisdictions/us/states/or/people/lisa-fragala.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 8"
+represents: "us/states/or/districts/house/8"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 8 (OR State House of Representatives District 8).
 
+Represents [OR State House of Representatives District 8](/us/states/or/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/lisa-reynolds.md b/data/jurisdictions/us/states/or/people/lisa-reynolds.md
index 38b045cd39..f068455066 100644
--- a/data/jurisdictions/us/states/or/people/lisa-reynolds.md
+++ b/data/jurisdictions/us/states/or/people/lisa-reynolds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 17"
+represents: "us/states/or/districts/senate/17"
 tenure:
   start: "2024-12-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 17 (OR State Senate District 17).
 
+Represents [OR State Senate District 17](/us/states/or/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/lucetta-elmer.md b/data/jurisdictions/us/states/or/people/lucetta-elmer.md
index b1c18fd49e..2d8b39f5f8 100644
--- a/data/jurisdictions/us/states/or/people/lucetta-elmer.md
+++ b/data/jurisdictions/us/states/or/people/lucetta-elmer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 24"
+represents: "us/states/or/districts/house/24"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 24 (OR State House of Representatives District 24).
 
+Represents [OR State House of Representatives District 24](/us/states/or/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/mari-watanabe.md b/data/jurisdictions/us/states/or/people/mari-watanabe.md
index 52029b8f11..026446cc98 100644
--- a/data/jurisdictions/us/states/or/people/mari-watanabe.md
+++ b/data/jurisdictions/us/states/or/people/mari-watanabe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 34"
+represents: "us/states/or/districts/house/34"
 tenure:
   start: "2025-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 34 (OR State House of Representatives District 34).
 
+Represents [OR State House of Representatives District 34](/us/states/or/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/mark-gamba.md b/data/jurisdictions/us/states/or/people/mark-gamba.md
index 272b689b30..04086fbfe8 100644
--- a/data/jurisdictions/us/states/or/people/mark-gamba.md
+++ b/data/jurisdictions/us/states/or/people/mark-gamba.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 41"
+represents: "us/states/or/districts/house/41"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 41 (OR State House of Representatives District 41).
 
+Represents [OR State House of Representatives District 41](/us/states/or/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/mark-meek.md b/data/jurisdictions/us/states/or/people/mark-meek.md
index 2cda1244b7..cc0d3c7fd8 100644
--- a/data/jurisdictions/us/states/or/people/mark-meek.md
+++ b/data/jurisdictions/us/states/or/people/mark-meek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 20"
+represents: "us/states/or/districts/senate/20"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 20 (OR State Senate District 20).
 
+Represents [OR State Senate District 20](/us/states/or/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/mark-owens.md b/data/jurisdictions/us/states/or/people/mark-owens.md
index 868b06f1cc..2d9a490067 100644
--- a/data/jurisdictions/us/states/or/people/mark-owens.md
+++ b/data/jurisdictions/us/states/or/people/mark-owens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 60"
+represents: "us/states/or/districts/house/60"
 tenure:
   start: "2020-01-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 60 (OR State House of Representatives District 60).
 
+Represents [OR State House of Representatives District 60](/us/states/or/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/matt-bunch.md b/data/jurisdictions/us/states/or/people/matt-bunch.md
index 7a8c4f4c01..27a9cbc449 100644
--- a/data/jurisdictions/us/states/or/people/matt-bunch.md
+++ b/data/jurisdictions/us/states/or/people/matt-bunch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 51"
+represents: "us/states/or/districts/house/51"
 tenure:
   start: "2025-11-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 51 (OR State House of Representatives District 51).
 
+Represents [OR State House of Representatives District 51](/us/states/or/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/mike-mclane.md b/data/jurisdictions/us/states/or/people/mike-mclane.md
index 729c81558c..529cdb3695 100644
--- a/data/jurisdictions/us/states/or/people/mike-mclane.md
+++ b/data/jurisdictions/us/states/or/people/mike-mclane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 30"
+represents: "us/states/or/districts/senate/30"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 30 (OR State Senate District 30).
 
+Represents [OR State Senate District 30](/us/states/or/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/nancy-nathanson.md b/data/jurisdictions/us/states/or/people/nancy-nathanson.md
index e6ebc94739..0ca4097b31 100644
--- a/data/jurisdictions/us/states/or/people/nancy-nathanson.md
+++ b/data/jurisdictions/us/states/or/people/nancy-nathanson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 13"
+represents: "us/states/or/districts/house/13"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 13 (OR State House of Representatives District 13).
 
+Represents [OR State House of Representatives District 13](/us/states/or/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/nathan-sosa.md b/data/jurisdictions/us/states/or/people/nathan-sosa.md
index e326bd0e1f..730858be2a 100644
--- a/data/jurisdictions/us/states/or/people/nathan-sosa.md
+++ b/data/jurisdictions/us/states/or/people/nathan-sosa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 30"
+represents: "us/states/or/districts/house/30"
 tenure:
   start: "2022-02-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 30 (OR State House of Representatives District 30).
 
+Represents [OR State House of Representatives District 30](/us/states/or/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/noah-robinson.md b/data/jurisdictions/us/states/or/people/noah-robinson.md
index e67328aab7..eb8f8c3f1e 100644
--- a/data/jurisdictions/us/states/or/people/noah-robinson.md
+++ b/data/jurisdictions/us/states/or/people/noah-robinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 2"
+represents: "us/states/or/districts/senate/2"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 2 (OR State Senate District 2).
 
+Represents [OR State Senate District 2](/us/states/or/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/pam-marsh.md b/data/jurisdictions/us/states/or/people/pam-marsh.md
index ddd93f1479..44d63fb311 100644
--- a/data/jurisdictions/us/states/or/people/pam-marsh.md
+++ b/data/jurisdictions/us/states/or/people/pam-marsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 5"
+represents: "us/states/or/districts/house/5"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 5 (OR State House of Representatives District 5).
 
+Represents [OR State House of Representatives District 5](/us/states/or/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/paul-evans.md b/data/jurisdictions/us/states/or/people/paul-evans.md
index 77b37b5b6f..27ad7e8585 100644
--- a/data/jurisdictions/us/states/or/people/paul-evans.md
+++ b/data/jurisdictions/us/states/or/people/paul-evans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 20"
+represents: "us/states/or/districts/house/20"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 20 (OR State House of Representatives District 20).
 
+Represents [OR State House of Representatives District 20](/us/states/or/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/rick-lewis.md b/data/jurisdictions/us/states/or/people/rick-lewis.md
index a262e14852..552080233c 100644
--- a/data/jurisdictions/us/states/or/people/rick-lewis.md
+++ b/data/jurisdictions/us/states/or/people/rick-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 18"
+represents: "us/states/or/districts/house/18"
 tenure:
   start: "2017-02-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 18 (OR State House of Representatives District 18).
 
+Represents [OR State House of Representatives District 18](/us/states/or/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/ricki-ruiz.md b/data/jurisdictions/us/states/or/people/ricki-ruiz.md
index 339d06a51f..33b8717e4b 100644
--- a/data/jurisdictions/us/states/or/people/ricki-ruiz.md
+++ b/data/jurisdictions/us/states/or/people/ricki-ruiz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 50"
+represents: "us/states/or/districts/house/50"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 50 (OR State House of Representatives District 50).
 
+Represents [OR State House of Representatives District 50](/us/states/or/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/rob-nosse.md b/data/jurisdictions/us/states/or/people/rob-nosse.md
index a5ad52d9bd..36f8386ac5 100644
--- a/data/jurisdictions/us/states/or/people/rob-nosse.md
+++ b/data/jurisdictions/us/states/or/people/rob-nosse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 42"
+represents: "us/states/or/districts/house/42"
 tenure:
   start: "2014-07-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 42 (OR State House of Representatives District 42).
 
+Represents [OR State House of Representatives District 42](/us/states/or/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/rob-wagner.md b/data/jurisdictions/us/states/or/people/rob-wagner.md
index c261c296b1..ec160b865e 100644
--- a/data/jurisdictions/us/states/or/people/rob-wagner.md
+++ b/data/jurisdictions/us/states/or/people/rob-wagner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 19"
+represents: "us/states/or/districts/senate/19"
 tenure:
   start: "2018-01-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 19 (OR State Senate District 19).
 
+Represents [OR State Senate District 19](/us/states/or/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/sara-gelser-blouin.md b/data/jurisdictions/us/states/or/people/sara-gelser-blouin.md
index 36eac4a73f..eb4e329d5f 100644
--- a/data/jurisdictions/us/states/or/people/sara-gelser-blouin.md
+++ b/data/jurisdictions/us/states/or/people/sara-gelser-blouin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 8"
+represents: "us/states/or/districts/senate/8"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 8 (OR State Senate District 8).
 
+Represents [OR State Senate District 8](/us/states/or/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/sarah-mcdonald.md b/data/jurisdictions/us/states/or/people/sarah-mcdonald.md
index 123ccb517a..6dd0c60a41 100644
--- a/data/jurisdictions/us/states/or/people/sarah-mcdonald.md
+++ b/data/jurisdictions/us/states/or/people/sarah-mcdonald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 16"
+represents: "us/states/or/districts/house/16"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 16 (OR State House of Representatives District 16).
 
+Represents [OR State House of Representatives District 16](/us/states/or/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/shannon-isadore.md b/data/jurisdictions/us/states/or/people/shannon-isadore.md
index f7a80913ff..a7d1fe05ff 100644
--- a/data/jurisdictions/us/states/or/people/shannon-isadore.md
+++ b/data/jurisdictions/us/states/or/people/shannon-isadore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 33"
+represents: "us/states/or/districts/house/33"
 tenure:
   start: "2024-09-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 33 (OR State House of Representatives District 33).
 
+Represents [OR State House of Representatives District 33](/us/states/or/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/shelly-davis.md b/data/jurisdictions/us/states/or/people/shelly-davis.md
index 361956c680..01dbd8ccb6 100644
--- a/data/jurisdictions/us/states/or/people/shelly-davis.md
+++ b/data/jurisdictions/us/states/or/people/shelly-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 15"
+represents: "us/states/or/districts/house/15"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 15 (OR State House of Representatives District 15).
 
+Represents [OR State House of Representatives District 15](/us/states/or/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/sue-rieke-smith.md b/data/jurisdictions/us/states/or/people/sue-rieke-smith.md
index e4ef60dfaf..4d57f290f4 100644
--- a/data/jurisdictions/us/states/or/people/sue-rieke-smith.md
+++ b/data/jurisdictions/us/states/or/people/sue-rieke-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 26"
+represents: "us/states/or/districts/house/26"
 tenure:
   start: "2025-06-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 26 (OR State House of Representatives District 26).
 
+Represents [OR State House of Representatives District 26](/us/states/or/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/susan-mclain.md b/data/jurisdictions/us/states/or/people/susan-mclain.md
index 250df14a44..5216788880 100644
--- a/data/jurisdictions/us/states/or/people/susan-mclain.md
+++ b/data/jurisdictions/us/states/or/people/susan-mclain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 29"
+represents: "us/states/or/districts/house/29"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 29 (OR State House of Representatives District 29).
 
+Represents [OR State House of Representatives District 29](/us/states/or/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/suzanne-weber.md b/data/jurisdictions/us/states/or/people/suzanne-weber.md
index 954f029b2e..996956d7e2 100644
--- a/data/jurisdictions/us/states/or/people/suzanne-weber.md
+++ b/data/jurisdictions/us/states/or/people/suzanne-weber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 16"
+represents: "us/states/or/districts/senate/16"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 16 (OR State Senate District 16).
 
+Represents [OR State Senate District 16](/us/states/or/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/tawna-sanchez.md b/data/jurisdictions/us/states/or/people/tawna-sanchez.md
index 53d0220824..f06dbc1bd0 100644
--- a/data/jurisdictions/us/states/or/people/tawna-sanchez.md
+++ b/data/jurisdictions/us/states/or/people/tawna-sanchez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 43"
+represents: "us/states/or/districts/house/43"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 43 (OR State House of Representatives District 43).
 
+Represents [OR State House of Representatives District 43](/us/states/or/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/thuy-tran.md b/data/jurisdictions/us/states/or/people/thuy-tran.md
index e96e66fcb2..5f3db805c3 100644
--- a/data/jurisdictions/us/states/or/people/thuy-tran.md
+++ b/data/jurisdictions/us/states/or/people/thuy-tran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 45"
+represents: "us/states/or/districts/house/45"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 45 (OR State House of Representatives District 45).
 
+Represents [OR State House of Representatives District 45](/us/states/or/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/todd-nash.md b/data/jurisdictions/us/states/or/people/todd-nash.md
index 6409b42df1..a4a0291384 100644
--- a/data/jurisdictions/us/states/or/people/todd-nash.md
+++ b/data/jurisdictions/us/states/or/people/todd-nash.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 29"
+represents: "us/states/or/districts/senate/29"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 29 (OR State Senate District 29).
 
+Represents [OR State Senate District 29](/us/states/or/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/tom-andersen.md b/data/jurisdictions/us/states/or/people/tom-andersen.md
index 0a6eb81c01..5b769c8cd8 100644
--- a/data/jurisdictions/us/states/or/people/tom-andersen.md
+++ b/data/jurisdictions/us/states/or/people/tom-andersen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 19"
+represents: "us/states/or/districts/house/19"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 19 (OR State House of Representatives District 19).
 
+Represents [OR State House of Representatives District 19](/us/states/or/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/travis-nelson.md b/data/jurisdictions/us/states/or/people/travis-nelson.md
index 6ba6921373..16d67efa36 100644
--- a/data/jurisdictions/us/states/or/people/travis-nelson.md
+++ b/data/jurisdictions/us/states/or/people/travis-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 44"
+represents: "us/states/or/districts/house/44"
 tenure:
   start: "2022-02-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 44 (OR State House of Representatives District 44).
 
+Represents [OR State House of Representatives District 44](/us/states/or/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/vikki-breese-iverson.md b/data/jurisdictions/us/states/or/people/vikki-breese-iverson.md
index ea29f4f538..95512afeb4 100644
--- a/data/jurisdictions/us/states/or/people/vikki-breese-iverson.md
+++ b/data/jurisdictions/us/states/or/people/vikki-breese-iverson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 59"
+represents: "us/states/or/districts/house/59"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 59 (OR State House of Representatives District 59).
 
+Represents [OR State House of Representatives District 59](/us/states/or/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/virgle-osborne.md b/data/jurisdictions/us/states/or/people/virgle-osborne.md
index d9188714e9..8d5627bcc3 100644
--- a/data/jurisdictions/us/states/or/people/virgle-osborne.md
+++ b/data/jurisdictions/us/states/or/people/virgle-osborne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 2"
+represents: "us/states/or/districts/house/2"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 2 (OR State House of Representatives District 2).
 
+Represents [OR State House of Representatives District 2](/us/states/or/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/werner-reschke.md b/data/jurisdictions/us/states/or/people/werner-reschke.md
index 9fbd4a6ee7..05c2aa6e73 100644
--- a/data/jurisdictions/us/states/or/people/werner-reschke.md
+++ b/data/jurisdictions/us/states/or/people/werner-reschke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 55"
+represents: "us/states/or/districts/house/55"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 55 (OR State House of Representatives District 55).
 
+Represents [OR State House of Representatives District 55](/us/states/or/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/willy-chotzen.md b/data/jurisdictions/us/states/or/people/willy-chotzen.md
index 0c2934abdd..47a17e00e9 100644
--- a/data/jurisdictions/us/states/or/people/willy-chotzen.md
+++ b/data/jurisdictions/us/states/or/people/willy-chotzen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 46"
+represents: "us/states/or/districts/house/46"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 46 (OR State House of Representatives District 46).
 
+Represents [OR State House of Representatives District 46](/us/states/or/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/wlnsvey-campos.md b/data/jurisdictions/us/states/or/people/wlnsvey-campos.md
index 288472083c..9757e5b0d1 100644
--- a/data/jurisdictions/us/states/or/people/wlnsvey-campos.md
+++ b/data/jurisdictions/us/states/or/people/wlnsvey-campos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State Senate District 18"
+represents: "us/states/or/districts/senate/18"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR Senate District 18 (OR State Senate District 18).
 
+Represents [OR State Senate District 18](/us/states/or/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/or/people/zach-hudson.md b/data/jurisdictions/us/states/or/people/zach-hudson.md
index b2af25ae71..9a9ac39cf2 100644
--- a/data/jurisdictions/us/states/or/people/zach-hudson.md
+++ b/data/jurisdictions/us/states/or/people/zach-hudson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "OR"
 district: "OR State House of Representatives District 49"
+represents: "us/states/or/districts/house/49"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current OR House District 49 (OR State House of Representatives District 49).
 
+Represents [OR State House of Representatives District 49](/us/states/or/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/counties/adams/index.md b/data/jurisdictions/us/states/pa/counties/adams/index.md
index f3b7762422..c9c48887bd 100644
--- a/data/jurisdictions/us/states/pa/counties/adams/index.md
+++ b/data/jurisdictions/us/states/pa/counties/adams/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 347
   hispanic: 8213
   bachelors_plus: 27421
+districts:
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.9975
+  - to: "us/states/pa/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/pa/districts/house/91"
+    rel: in-district
+    area_weight: 0.6218
+  - to: "us/states/pa/districts/house/193"
+    rel: in-district
+    area_weight: 0.3777
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 8213 |
 | Bachelor's or higher | 27421 |
 
+## Districts
+
+- [PA-13](/us/states/pa/districts/13.md) — 100% (congressional)
+- [PA Senate District 33](/us/states/pa/districts/senate/33.md) — 100% (state senate)
+- [PA House District 91](/us/states/pa/districts/house/91.md) — 62% (state house)
+- [PA House District 193](/us/states/pa/districts/house/193.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/allegheny/index.md b/data/jurisdictions/us/states/pa/counties/allegheny/index.md
index c41d7895f1..727b9ed24d 100644
--- a/data/jurisdictions/us/states/pa/counties/allegheny/index.md
+++ b/data/jurisdictions/us/states/pa/counties/allegheny/index.md
@@ -22,9 +22,96 @@ demographics:
   race_native: 1255
   hispanic: 36691
   bachelors_plus: 585673
+districts:
+  - to: "us/states/pa/districts/17"
+    rel: in-district
+    area_weight: 0.6254
+  - to: "us/states/pa/districts/12"
+    rel: in-district
+    area_weight: 0.3733
+  - to: "us/states/pa/districts/senate/37"
+    rel: in-district
+    area_weight: 0.3383
+  - to: "us/states/pa/districts/senate/38"
+    rel: in-district
+    area_weight: 0.2778
+  - to: "us/states/pa/districts/senate/45"
+    rel: in-district
+    area_weight: 0.2237
+  - to: "us/states/pa/districts/senate/42"
+    rel: in-district
+    area_weight: 0.0807
+  - to: "us/states/pa/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0792
+  - to: "us/states/pa/districts/house/44"
+    rel: in-district
+    area_weight: 0.1453
+  - to: "us/states/pa/districts/house/28"
+    rel: in-district
+    area_weight: 0.1184
+  - to: "us/states/pa/districts/house/33"
+    rel: in-district
+    area_weight: 0.1064
+  - to: "us/states/pa/districts/house/39"
+    rel: in-district
+    area_weight: 0.0971
+  - to: "us/states/pa/districts/house/30"
+    rel: in-district
+    area_weight: 0.0619
+  - to: "us/states/pa/districts/house/45"
+    rel: in-district
+    area_weight: 0.0598
+  - to: "us/states/pa/districts/house/32"
+    rel: in-district
+    area_weight: 0.0572
+  - to: "us/states/pa/districts/house/25"
+    rel: in-district
+    area_weight: 0.0523
+  - to: "us/states/pa/districts/house/35"
+    rel: in-district
+    area_weight: 0.0423
+  - to: "us/states/pa/districts/house/38"
+    rel: in-district
+    area_weight: 0.0391
+  - to: "us/states/pa/districts/house/46"
+    rel: in-district
+    area_weight: 0.0281
+  - to: "us/states/pa/districts/house/21"
+    rel: in-district
+    area_weight: 0.0269
+  - to: "us/states/pa/districts/house/20"
+    rel: in-district
+    area_weight: 0.0259
+  - to: "us/states/pa/districts/house/27"
+    rel: in-district
+    area_weight: 0.0224
+  - to: "us/states/pa/districts/house/40"
+    rel: in-district
+    area_weight: 0.0221
+  - to: "us/states/pa/districts/house/34"
+    rel: in-district
+    area_weight: 0.0216
+  - to: "us/states/pa/districts/house/42"
+    rel: in-district
+    area_weight: 0.0187
+  - to: "us/states/pa/districts/house/19"
+    rel: in-district
+    area_weight: 0.0175
+  - to: "us/states/pa/districts/house/36"
+    rel: in-district
+    area_weight: 0.0142
+  - to: "us/states/pa/districts/house/24"
+    rel: in-district
+    area_weight: 0.0123
+  - to: "us/states/pa/districts/house/23"
+    rel: in-district
+    area_weight: 0.01
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +143,38 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 36691 |
 | Bachelor's or higher | 585673 |
 
+## Districts
+
+- [PA-17](/us/states/pa/districts/17.md) — 63% (congressional)
+- [PA-12](/us/states/pa/districts/12.md) — 37% (congressional)
+- [PA Senate District 37](/us/states/pa/districts/senate/37.md) — 34% (state senate)
+- [PA Senate District 38](/us/states/pa/districts/senate/38.md) — 28% (state senate)
+- [PA Senate District 45](/us/states/pa/districts/senate/45.md) — 22% (state senate)
+- [PA Senate District 42](/us/states/pa/districts/senate/42.md) — 8% (state senate)
+- [PA Senate District 43](/us/states/pa/districts/senate/43.md) — 8% (state senate)
+- [PA House District 44](/us/states/pa/districts/house/44.md) — 15% (state house)
+- [PA House District 28](/us/states/pa/districts/house/28.md) — 12% (state house)
+- [PA House District 33](/us/states/pa/districts/house/33.md) — 11% (state house)
+- [PA House District 39](/us/states/pa/districts/house/39.md) — 10% (state house)
+- [PA House District 30](/us/states/pa/districts/house/30.md) — 6% (state house)
+- [PA House District 45](/us/states/pa/districts/house/45.md) — 6% (state house)
+- [PA House District 32](/us/states/pa/districts/house/32.md) — 6% (state house)
+- [PA House District 25](/us/states/pa/districts/house/25.md) — 5% (state house)
+- [PA House District 35](/us/states/pa/districts/house/35.md) — 4% (state house)
+- [PA House District 38](/us/states/pa/districts/house/38.md) — 4% (state house)
+- [PA House District 46](/us/states/pa/districts/house/46.md) — 3% (state house)
+- [PA House District 21](/us/states/pa/districts/house/21.md) — 3% (state house)
+- [PA House District 20](/us/states/pa/districts/house/20.md) — 3% (state house)
+- [PA House District 27](/us/states/pa/districts/house/27.md) — 2% (state house)
+- [PA House District 40](/us/states/pa/districts/house/40.md) — 2% (state house)
+- [PA House District 34](/us/states/pa/districts/house/34.md) — 2% (state house)
+- [PA House District 42](/us/states/pa/districts/house/42.md) — 2% (state house)
+- [PA House District 19](/us/states/pa/districts/house/19.md) — 2% (state house)
+- [PA House District 36](/us/states/pa/districts/house/36.md) — 1% (state house)
+- [PA House District 24](/us/states/pa/districts/house/24.md) — 1% (state house)
+- [PA House District 23](/us/states/pa/districts/house/23.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/armstrong/index.md b/data/jurisdictions/us/states/pa/counties/armstrong/index.md
index 208d63f7eb..a2c6fbde5f 100644
--- a/data/jurisdictions/us/states/pa/counties/armstrong/index.md
+++ b/data/jurisdictions/us/states/pa/counties/armstrong/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 12
   hispanic: 605
   bachelors_plus: 12329
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/pa/districts/senate/41"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/63"
+    rel: in-district
+    area_weight: 0.6387
+  - to: "us/states/pa/districts/house/60"
+    rel: in-district
+    area_weight: 0.3611
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 605 |
 | Bachelor's or higher | 12329 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 41](/us/states/pa/districts/senate/41.md) — 100% (state senate)
+- [PA House District 63](/us/states/pa/districts/house/63.md) — 64% (state house)
+- [PA House District 60](/us/states/pa/districts/house/60.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/beaver/index.md b/data/jurisdictions/us/states/pa/counties/beaver/index.md
index 7a8165b53a..795aeb6ffd 100644
--- a/data/jurisdictions/us/states/pa/counties/beaver/index.md
+++ b/data/jurisdictions/us/states/pa/counties/beaver/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 143
   hispanic: 3968
   bachelors_plus: 46077
+districts:
+  - to: "us/states/pa/districts/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/senate/47"
+    rel: in-district
+    area_weight: 0.8455
+  - to: "us/states/pa/districts/senate/46"
+    rel: in-district
+    area_weight: 0.1544
+  - to: "us/states/pa/districts/house/15"
+    rel: in-district
+    area_weight: 0.4806
+  - to: "us/states/pa/districts/house/14"
+    rel: in-district
+    area_weight: 0.397
+  - to: "us/states/pa/districts/house/16"
+    rel: in-district
+    area_weight: 0.1222
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 3968 |
 | Bachelor's or higher | 46077 |
 
+## Districts
+
+- [PA-17](/us/states/pa/districts/17.md) — 100% (congressional)
+- [PA Senate District 47](/us/states/pa/districts/senate/47.md) — 85% (state senate)
+- [PA Senate District 46](/us/states/pa/districts/senate/46.md) — 15% (state senate)
+- [PA House District 15](/us/states/pa/districts/house/15.md) — 48% (state house)
+- [PA House District 14](/us/states/pa/districts/house/14.md) — 40% (state house)
+- [PA House District 16](/us/states/pa/districts/house/16.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/bedford/index.md b/data/jurisdictions/us/states/pa/counties/bedford/index.md
index 3244b8cae5..eac0ecad77 100644
--- a/data/jurisdictions/us/states/pa/counties/bedford/index.md
+++ b/data/jurisdictions/us/states/pa/counties/bedford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 31
   hispanic: 644
   bachelors_plus: 7621
+districts:
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/78"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 644 |
 | Bachelor's or higher | 7621 |
 
+## Districts
+
+- [PA-13](/us/states/pa/districts/13.md) — 100% (congressional)
+- [PA Senate District 32](/us/states/pa/districts/senate/32.md) — 100% (state senate)
+- [PA House District 78](/us/states/pa/districts/house/78.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/berks/index.md b/data/jurisdictions/us/states/pa/counties/berks/index.md
index 48671d848f..0b0bbd49eb 100644
--- a/data/jurisdictions/us/states/pa/counties/berks/index.md
+++ b/data/jurisdictions/us/states/pa/counties/berks/index.md
@@ -22,9 +22,60 @@ demographics:
   race_native: 2854
   hispanic: 107531
   bachelors_plus: 112321
+districts:
+  - to: "us/states/pa/districts/04"
+    rel: in-district
+    area_weight: 0.4302
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 0.3668
+  - to: "us/states/pa/districts/06"
+    rel: in-district
+    area_weight: 0.2029
+  - to: "us/states/pa/districts/senate/48"
+    rel: in-district
+    area_weight: 0.4834
+  - to: "us/states/pa/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2367
+  - to: "us/states/pa/districts/senate/24"
+    rel: in-district
+    area_weight: 0.1741
+  - to: "us/states/pa/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0767
+  - to: "us/states/pa/districts/senate/44"
+    rel: in-district
+    area_weight: 0.029
+  - to: "us/states/pa/districts/house/5"
+    rel: in-district
+    area_weight: 0.2896
+  - to: "us/states/pa/districts/house/130"
+    rel: in-district
+    area_weight: 0.242
+  - to: "us/states/pa/districts/house/124"
+    rel: in-district
+    area_weight: 0.2131
+  - to: "us/states/pa/districts/house/128"
+    rel: in-district
+    area_weight: 0.1607
+  - to: "us/states/pa/districts/house/99"
+    rel: in-district
+    area_weight: 0.0406
+  - to: "us/states/pa/districts/house/126"
+    rel: in-district
+    area_weight: 0.0305
+  - to: "us/states/pa/districts/house/129"
+    rel: in-district
+    area_weight: 0.0149
+  - to: "us/states/pa/districts/house/127"
+    rel: in-district
+    area_weight: 0.0085
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +107,26 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 107531 |
 | Bachelor's or higher | 112321 |
 
+## Districts
+
+- [PA-04](/us/states/pa/districts/04.md) — 43% (congressional)
+- [PA-09](/us/states/pa/districts/09.md) — 37% (congressional)
+- [PA-06](/us/states/pa/districts/06.md) — 20% (congressional)
+- [PA Senate District 48](/us/states/pa/districts/senate/48.md) — 48% (state senate)
+- [PA Senate District 11](/us/states/pa/districts/senate/11.md) — 24% (state senate)
+- [PA Senate District 24](/us/states/pa/districts/senate/24.md) — 17% (state senate)
+- [PA Senate District 13](/us/states/pa/districts/senate/13.md) — 8% (state senate)
+- [PA Senate District 44](/us/states/pa/districts/senate/44.md) — 3% (state senate)
+- [PA House District 5](/us/states/pa/districts/house/5.md) — 29% (state house)
+- [PA House District 130](/us/states/pa/districts/house/130.md) — 24% (state house)
+- [PA House District 124](/us/states/pa/districts/house/124.md) — 21% (state house)
+- [PA House District 128](/us/states/pa/districts/house/128.md) — 16% (state house)
+- [PA House District 99](/us/states/pa/districts/house/99.md) — 4% (state house)
+- [PA House District 126](/us/states/pa/districts/house/126.md) — 3% (state house)
+- [PA House District 129](/us/states/pa/districts/house/129.md) — 1% (state house)
+- [PA House District 127](/us/states/pa/districts/house/127.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/blair/index.md b/data/jurisdictions/us/states/pa/counties/blair/index.md
index 01fc9dacea..f6104860f6 100644
--- a/data/jurisdictions/us/states/pa/counties/blair/index.md
+++ b/data/jurisdictions/us/states/pa/counties/blair/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 37
   hispanic: 1925
   bachelors_plus: 27802
+districts:
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/80"
+    rel: in-district
+    area_weight: 0.8355
+  - to: "us/states/pa/districts/house/79"
+    rel: in-district
+    area_weight: 0.1642
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1925 |
 | Bachelor's or higher | 27802 |
 
+## Districts
+
+- [PA-13](/us/states/pa/districts/13.md) — 100% (congressional)
+- [PA Senate District 30](/us/states/pa/districts/senate/30.md) — 100% (state senate)
+- [PA House District 80](/us/states/pa/districts/house/80.md) — 84% (state house)
+- [PA House District 79](/us/states/pa/districts/house/79.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/bradford/index.md b/data/jurisdictions/us/states/pa/counties/bradford/index.md
index 8ec26847cf..d73104ddc3 100644
--- a/data/jurisdictions/us/states/pa/counties/bradford/index.md
+++ b/data/jurisdictions/us/states/pa/counties/bradford/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 39
   hispanic: 1011
   bachelors_plus: 12203
+districts:
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/68"
+    rel: in-district
+    area_weight: 0.5013
+  - to: "us/states/pa/districts/house/110"
+    rel: in-district
+    area_weight: 0.4985
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1011 |
 | Bachelor's or higher | 12203 |
 
+## Districts
+
+- [PA-09](/us/states/pa/districts/09.md) — 100% (congressional)
+- [PA Senate District 23](/us/states/pa/districts/senate/23.md) — 100% (state senate)
+- [PA House District 68](/us/states/pa/districts/house/68.md) — 50% (state house)
+- [PA House District 110](/us/states/pa/districts/house/110.md) — 50% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/bucks/index.md b/data/jurisdictions/us/states/pa/counties/bucks/index.md
index 537c7b2078..023db5b805 100644
--- a/data/jurisdictions/us/states/pa/counties/bucks/index.md
+++ b/data/jurisdictions/us/states/pa/counties/bucks/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 1020
   hispanic: 42668
   bachelors_plus: 295620
+districts:
+  - to: "us/states/pa/districts/01"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/pa/districts/senate/16"
+    rel: in-district
+    area_weight: 0.4297
+  - to: "us/states/pa/districts/senate/10"
+    rel: in-district
+    area_weight: 0.3663
+  - to: "us/states/pa/districts/senate/6"
+    rel: in-district
+    area_weight: 0.2035
+  - to: "us/states/pa/districts/house/145"
+    rel: in-district
+    area_weight: 0.2785
+  - to: "us/states/pa/districts/house/143"
+    rel: in-district
+    area_weight: 0.2164
+  - to: "us/states/pa/districts/house/29"
+    rel: in-district
+    area_weight: 0.1322
+  - to: "us/states/pa/districts/house/31"
+    rel: in-district
+    area_weight: 0.0861
+  - to: "us/states/pa/districts/house/178"
+    rel: in-district
+    area_weight: 0.0804
+  - to: "us/states/pa/districts/house/140"
+    rel: in-district
+    area_weight: 0.055
+  - to: "us/states/pa/districts/house/142"
+    rel: in-district
+    area_weight: 0.044
+  - to: "us/states/pa/districts/house/144"
+    rel: in-district
+    area_weight: 0.0424
+  - to: "us/states/pa/districts/house/18"
+    rel: in-district
+    area_weight: 0.0341
+  - to: "us/states/pa/districts/house/141"
+    rel: in-district
+    area_weight: 0.0306
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction.
 | Hispanic/Latino | 42668 |
 | Bachelor's or higher | 295620 |
 
+## Districts
+
+- [PA-01](/us/states/pa/districts/01.md) — 100% (congressional)
+- [PA Senate District 16](/us/states/pa/districts/senate/16.md) — 43% (state senate)
+- [PA Senate District 10](/us/states/pa/districts/senate/10.md) — 37% (state senate)
+- [PA Senate District 6](/us/states/pa/districts/senate/6.md) — 20% (state senate)
+- [PA House District 145](/us/states/pa/districts/house/145.md) — 28% (state house)
+- [PA House District 143](/us/states/pa/districts/house/143.md) — 22% (state house)
+- [PA House District 29](/us/states/pa/districts/house/29.md) — 13% (state house)
+- [PA House District 31](/us/states/pa/districts/house/31.md) — 9% (state house)
+- [PA House District 178](/us/states/pa/districts/house/178.md) — 8% (state house)
+- [PA House District 140](/us/states/pa/districts/house/140.md) — 6% (state house)
+- [PA House District 142](/us/states/pa/districts/house/142.md) — 4% (state house)
+- [PA House District 144](/us/states/pa/districts/house/144.md) — 4% (state house)
+- [PA House District 18](/us/states/pa/districts/house/18.md) — 3% (state house)
+- [PA House District 141](/us/states/pa/districts/house/141.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/butler/index.md b/data/jurisdictions/us/states/pa/counties/butler/index.md
index cbc5d55148..dc2cbf8932 100644
--- a/data/jurisdictions/us/states/pa/counties/butler/index.md
+++ b/data/jurisdictions/us/states/pa/counties/butler/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 223
   hispanic: 3981
   bachelors_plus: 76890
+districts:
+  - to: "us/states/pa/districts/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/senate/21"
+    rel: in-district
+    area_weight: 0.8222
+  - to: "us/states/pa/districts/senate/47"
+    rel: in-district
+    area_weight: 0.1777
+  - to: "us/states/pa/districts/house/8"
+    rel: in-district
+    area_weight: 0.3352
+  - to: "us/states/pa/districts/house/17"
+    rel: in-district
+    area_weight: 0.3042
+  - to: "us/states/pa/districts/house/11"
+    rel: in-district
+    area_weight: 0.2697
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3981 |
 | Bachelor's or higher | 76890 |
 
+## Districts
+
+- [PA-16](/us/states/pa/districts/16.md) — 100% (congressional)
+- [PA Senate District 21](/us/states/pa/districts/senate/21.md) — 82% (state senate)
+- [PA Senate District 47](/us/states/pa/districts/senate/47.md) — 18% (state senate)
+- [PA House District 8](/us/states/pa/districts/house/8.md) — 34% (state house)
+- [PA House District 17](/us/states/pa/districts/house/17.md) — 30% (state house)
+- [PA House District 11](/us/states/pa/districts/house/11.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/cambria/index.md b/data/jurisdictions/us/states/pa/counties/cambria/index.md
index 21ef20c1ff..c6470c567a 100644
--- a/data/jurisdictions/us/states/pa/counties/cambria/index.md
+++ b/data/jurisdictions/us/states/pa/counties/cambria/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 62
   hispanic: 2796
   bachelors_plus: 30434
+districts:
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/pa/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/71"
+    rel: in-district
+    area_weight: 0.5192
+  - to: "us/states/pa/districts/house/72"
+    rel: in-district
+    area_weight: 0.3168
+  - to: "us/states/pa/districts/house/73"
+    rel: in-district
+    area_weight: 0.164
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2796 |
 | Bachelor's or higher | 30434 |
 
+## Districts
+
+- [PA-13](/us/states/pa/districts/13.md) — 100% (congressional)
+- [PA Senate District 35](/us/states/pa/districts/senate/35.md) — 100% (state senate)
+- [PA House District 71](/us/states/pa/districts/house/71.md) — 52% (state house)
+- [PA House District 72](/us/states/pa/districts/house/72.md) — 32% (state house)
+- [PA House District 73](/us/states/pa/districts/house/73.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/cameron/index.md b/data/jurisdictions/us/states/pa/counties/cameron/index.md
index f591af76bb..385288715c 100644
--- a/data/jurisdictions/us/states/pa/counties/cameron/index.md
+++ b/data/jurisdictions/us/states/pa/counties/cameron/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 31
   bachelors_plus: 581
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/senate/25"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/house/67"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 31 |
 | Bachelor's or higher | 581 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 25](/us/states/pa/districts/senate/25.md) — 100% (state senate)
+- [PA House District 67](/us/states/pa/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/carbon/index.md b/data/jurisdictions/us/states/pa/counties/carbon/index.md
index 30e91f182a..25524ee98f 100644
--- a/data/jurisdictions/us/states/pa/counties/carbon/index.md
+++ b/data/jurisdictions/us/states/pa/counties/carbon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 241
   hispanic: 4522
   bachelors_plus: 12182
+districts:
+  - to: "us/states/pa/districts/07"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/pa/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/122"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4522 |
 | Bachelor's or higher | 12182 |
 
+## Districts
+
+- [PA-07](/us/states/pa/districts/07.md) — 100% (congressional)
+- [PA Senate District 29](/us/states/pa/districts/senate/29.md) — 100% (state senate)
+- [PA House District 122](/us/states/pa/districts/house/122.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/centre/index.md b/data/jurisdictions/us/states/pa/counties/centre/index.md
index e9ac25c3b4..91391e7aa5 100644
--- a/data/jurisdictions/us/states/pa/counties/centre/index.md
+++ b/data/jurisdictions/us/states/pa/counties/centre/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 475
   hispanic: 5824
   bachelors_plus: 68231
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/senate/25"
+    rel: in-district
+    area_weight: 0.709
+  - to: "us/states/pa/districts/senate/35"
+    rel: in-district
+    area_weight: 0.291
+  - to: "us/states/pa/districts/house/82"
+    rel: in-district
+    area_weight: 0.4168
+  - to: "us/states/pa/districts/house/77"
+    rel: in-district
+    area_weight: 0.2921
+  - to: "us/states/pa/districts/house/171"
+    rel: in-district
+    area_weight: 0.2908
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 5824 |
 | Bachelor's or higher | 68231 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 25](/us/states/pa/districts/senate/25.md) — 71% (state senate)
+- [PA Senate District 35](/us/states/pa/districts/senate/35.md) — 29% (state senate)
+- [PA House District 82](/us/states/pa/districts/house/82.md) — 42% (state house)
+- [PA House District 77](/us/states/pa/districts/house/77.md) — 29% (state house)
+- [PA House District 171](/us/states/pa/districts/house/171.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/chester/index.md b/data/jurisdictions/us/states/pa/counties/chester/index.md
index 52c048ad77..380fbd63d9 100644
--- a/data/jurisdictions/us/states/pa/counties/chester/index.md
+++ b/data/jurisdictions/us/states/pa/counties/chester/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 604
   hispanic: 45958
   bachelors_plus: 306773
+districts:
+  - to: "us/states/pa/districts/06"
+    rel: in-district
+    area_weight: 0.9956
+  - to: "us/states/pa/districts/senate/19"
+    rel: in-district
+    area_weight: 0.4322
+  - to: "us/states/pa/districts/senate/44"
+    rel: in-district
+    area_weight: 0.4004
+  - to: "us/states/pa/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1671
+  - to: "us/states/pa/districts/house/13"
+    rel: in-district
+    area_weight: 0.25
+  - to: "us/states/pa/districts/house/158"
+    rel: in-district
+    area_weight: 0.1587
+  - to: "us/states/pa/districts/house/26"
+    rel: in-district
+    area_weight: 0.1438
+  - to: "us/states/pa/districts/house/74"
+    rel: in-district
+    area_weight: 0.1095
+  - to: "us/states/pa/districts/house/167"
+    rel: in-district
+    area_weight: 0.0947
+  - to: "us/states/pa/districts/house/155"
+    rel: in-district
+    area_weight: 0.0835
+  - to: "us/states/pa/districts/house/157"
+    rel: in-district
+    area_weight: 0.0729
+  - to: "us/states/pa/districts/house/156"
+    rel: in-district
+    area_weight: 0.0482
+  - to: "us/states/pa/districts/house/160"
+    rel: in-district
+    area_weight: 0.0383
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction.
 | Hispanic/Latino | 45958 |
 | Bachelor's or higher | 306773 |
 
+## Districts
+
+- [PA-06](/us/states/pa/districts/06.md) — 100% (congressional)
+- [PA Senate District 19](/us/states/pa/districts/senate/19.md) — 43% (state senate)
+- [PA Senate District 44](/us/states/pa/districts/senate/44.md) — 40% (state senate)
+- [PA Senate District 9](/us/states/pa/districts/senate/9.md) — 17% (state senate)
+- [PA House District 13](/us/states/pa/districts/house/13.md) — 25% (state house)
+- [PA House District 158](/us/states/pa/districts/house/158.md) — 16% (state house)
+- [PA House District 26](/us/states/pa/districts/house/26.md) — 14% (state house)
+- [PA House District 74](/us/states/pa/districts/house/74.md) — 11% (state house)
+- [PA House District 167](/us/states/pa/districts/house/167.md) — 9% (state house)
+- [PA House District 155](/us/states/pa/districts/house/155.md) — 8% (state house)
+- [PA House District 157](/us/states/pa/districts/house/157.md) — 7% (state house)
+- [PA House District 156](/us/states/pa/districts/house/156.md) — 5% (state house)
+- [PA House District 160](/us/states/pa/districts/house/160.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/clarion/index.md b/data/jurisdictions/us/states/pa/counties/clarion/index.md
index 1248dd2bd7..0af4ff0624 100644
--- a/data/jurisdictions/us/states/pa/counties/clarion/index.md
+++ b/data/jurisdictions/us/states/pa/counties/clarion/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 435
   bachelors_plus: 8160
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/house/63"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 435 |
 | Bachelor's or higher | 8160 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 21](/us/states/pa/districts/senate/21.md) — 100% (state senate)
+- [PA House District 63](/us/states/pa/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/clearfield/index.md b/data/jurisdictions/us/states/pa/counties/clearfield/index.md
index b798f3a74b..682db64496 100644
--- a/data/jurisdictions/us/states/pa/counties/clearfield/index.md
+++ b/data/jurisdictions/us/states/pa/counties/clearfield/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 51
   hispanic: 2378
   bachelors_plus: 15723
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/73"
+    rel: in-district
+    area_weight: 0.6642
+  - to: "us/states/pa/districts/house/75"
+    rel: in-district
+    area_weight: 0.3356
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2378 |
 | Bachelor's or higher | 15723 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 35](/us/states/pa/districts/senate/35.md) — 100% (state senate)
+- [PA House District 73](/us/states/pa/districts/house/73.md) — 66% (state house)
+- [PA House District 75](/us/states/pa/districts/house/75.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/clinton/index.md b/data/jurisdictions/us/states/pa/counties/clinton/index.md
index 3e9258b917..07865cb674 100644
--- a/data/jurisdictions/us/states/pa/counties/clinton/index.md
+++ b/data/jurisdictions/us/states/pa/counties/clinton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 719
   bachelors_plus: 7390
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/76"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 719 |
 | Bachelor's or higher | 7390 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 25](/us/states/pa/districts/senate/25.md) — 100% (state senate)
+- [PA House District 76](/us/states/pa/districts/house/76.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/columbia/index.md b/data/jurisdictions/us/states/pa/counties/columbia/index.md
index f659cc4d17..524f3f21df 100644
--- a/data/jurisdictions/us/states/pa/counties/columbia/index.md
+++ b/data/jurisdictions/us/states/pa/counties/columbia/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 134
   hispanic: 2663
   bachelors_plus: 16465
+districts:
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/senate/27"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/house/109"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2663 |
 | Bachelor's or higher | 16465 |
 
+## Districts
+
+- [PA-09](/us/states/pa/districts/09.md) — 100% (congressional)
+- [PA Senate District 27](/us/states/pa/districts/senate/27.md) — 100% (state senate)
+- [PA House District 109](/us/states/pa/districts/house/109.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/crawford/index.md b/data/jurisdictions/us/states/pa/counties/crawford/index.md
index 78ee6963ec..66e0ee2a01 100644
--- a/data/jurisdictions/us/states/pa/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/pa/counties/crawford/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 46
   hispanic: 1327
   bachelors_plus: 16974
+districts:
+  - to: "us/states/pa/districts/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/6"
+    rel: in-district
+    area_weight: 0.5774
+  - to: "us/states/pa/districts/house/65"
+    rel: in-district
+    area_weight: 0.2921
+  - to: "us/states/pa/districts/house/64"
+    rel: in-district
+    area_weight: 0.1304
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1327 |
 | Bachelor's or higher | 16974 |
 
+## Districts
+
+- [PA-16](/us/states/pa/districts/16.md) — 100% (congressional)
+- [PA Senate District 50](/us/states/pa/districts/senate/50.md) — 100% (state senate)
+- [PA House District 6](/us/states/pa/districts/house/6.md) — 58% (state house)
+- [PA House District 65](/us/states/pa/districts/house/65.md) — 29% (state house)
+- [PA House District 64](/us/states/pa/districts/house/64.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/cumberland/index.md b/data/jurisdictions/us/states/pa/counties/cumberland/index.md
index cd2104b323..75d9900302 100644
--- a/data/jurisdictions/us/states/pa/counties/cumberland/index.md
+++ b/data/jurisdictions/us/states/pa/counties/cumberland/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 110
   hispanic: 13809
   bachelors_plus: 104961
+districts:
+  - to: "us/states/pa/districts/10"
+    rel: in-district
+    area_weight: 0.7019
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.2981
+  - to: "us/states/pa/districts/senate/34"
+    rel: in-district
+    area_weight: 0.946
+  - to: "us/states/pa/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0539
+  - to: "us/states/pa/districts/house/199"
+    rel: in-district
+    area_weight: 0.4194
+  - to: "us/states/pa/districts/house/193"
+    rel: in-district
+    area_weight: 0.2946
+  - to: "us/states/pa/districts/house/87"
+    rel: in-district
+    area_weight: 0.2064
+  - to: "us/states/pa/districts/house/88"
+    rel: in-district
+    area_weight: 0.0512
+  - to: "us/states/pa/districts/house/103"
+    rel: in-district
+    area_weight: 0.0281
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 13809 |
 | Bachelor's or higher | 104961 |
 
+## Districts
+
+- [PA-10](/us/states/pa/districts/10.md) — 70% (congressional)
+- [PA-13](/us/states/pa/districts/13.md) — 30% (congressional)
+- [PA Senate District 34](/us/states/pa/districts/senate/34.md) — 95% (state senate)
+- [PA Senate District 31](/us/states/pa/districts/senate/31.md) — 5% (state senate)
+- [PA House District 199](/us/states/pa/districts/house/199.md) — 42% (state house)
+- [PA House District 193](/us/states/pa/districts/house/193.md) — 29% (state house)
+- [PA House District 87](/us/states/pa/districts/house/87.md) — 21% (state house)
+- [PA House District 88](/us/states/pa/districts/house/88.md) — 5% (state house)
+- [PA House District 103](/us/states/pa/districts/house/103.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/dauphin/index.md b/data/jurisdictions/us/states/pa/counties/dauphin/index.md
index 6e1971af89..77b6c79667 100644
--- a/data/jurisdictions/us/states/pa/counties/dauphin/index.md
+++ b/data/jurisdictions/us/states/pa/counties/dauphin/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 832
   hispanic: 34032
   bachelors_plus: 95020
+districts:
+  - to: "us/states/pa/districts/10"
+    rel: in-district
+    area_weight: 0.9956
+  - to: "us/states/pa/districts/senate/15"
+    rel: in-district
+    area_weight: 0.5334
+  - to: "us/states/pa/districts/senate/34"
+    rel: in-district
+    area_weight: 0.4664
+  - to: "us/states/pa/districts/house/125"
+    rel: in-district
+    area_weight: 0.6408
+  - to: "us/states/pa/districts/house/106"
+    rel: in-district
+    area_weight: 0.2427
+  - to: "us/states/pa/districts/house/105"
+    rel: in-district
+    area_weight: 0.052
+  - to: "us/states/pa/districts/house/104"
+    rel: in-district
+    area_weight: 0.0479
+  - to: "us/states/pa/districts/house/103"
+    rel: in-district
+    area_weight: 0.0161
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 34032 |
 | Bachelor's or higher | 95020 |
 
+## Districts
+
+- [PA-10](/us/states/pa/districts/10.md) — 100% (congressional)
+- [PA Senate District 15](/us/states/pa/districts/senate/15.md) — 53% (state senate)
+- [PA Senate District 34](/us/states/pa/districts/senate/34.md) — 47% (state senate)
+- [PA House District 125](/us/states/pa/districts/house/125.md) — 64% (state house)
+- [PA House District 106](/us/states/pa/districts/house/106.md) — 24% (state house)
+- [PA House District 105](/us/states/pa/districts/house/105.md) — 5% (state house)
+- [PA House District 104](/us/states/pa/districts/house/104.md) — 5% (state house)
+- [PA House District 103](/us/states/pa/districts/house/103.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/delaware/index.md b/data/jurisdictions/us/states/pa/counties/delaware/index.md
index a0db494e02..02500a8531 100644
--- a/data/jurisdictions/us/states/pa/counties/delaware/index.md
+++ b/data/jurisdictions/us/states/pa/counties/delaware/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 417
   hispanic: 29222
   bachelors_plus: 238471
+districts:
+  - to: "us/states/pa/districts/05"
+    rel: in-district
+    area_weight: 0.9933
+  - to: "us/states/pa/districts/06"
+    rel: in-district
+    area_weight: 0.0058
+  - to: "us/states/pa/districts/senate/9"
+    rel: in-district
+    area_weight: 0.5036
+  - to: "us/states/pa/districts/senate/26"
+    rel: in-district
+    area_weight: 0.2835
+  - to: "us/states/pa/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1247
+  - to: "us/states/pa/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0878
+  - to: "us/states/pa/districts/house/168"
+    rel: in-district
+    area_weight: 0.2261
+  - to: "us/states/pa/districts/house/160"
+    rel: in-district
+    area_weight: 0.206
+  - to: "us/states/pa/districts/house/165"
+    rel: in-district
+    area_weight: 0.1138
+  - to: "us/states/pa/districts/house/161"
+    rel: in-district
+    area_weight: 0.1093
+  - to: "us/states/pa/districts/house/159"
+    rel: in-district
+    area_weight: 0.0969
+  - to: "us/states/pa/districts/house/166"
+    rel: in-district
+    area_weight: 0.0707
+  - to: "us/states/pa/districts/house/162"
+    rel: in-district
+    area_weight: 0.0541
+  - to: "us/states/pa/districts/house/185"
+    rel: in-district
+    area_weight: 0.0473
+  - to: "us/states/pa/districts/house/163"
+    rel: in-district
+    area_weight: 0.0383
+  - to: "us/states/pa/districts/house/164"
+    rel: in-district
+    area_weight: 0.0243
+  - to: "us/states/pa/districts/house/191"
+    rel: in-district
+    area_weight: 0.0129
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 29222 |
 | Bachelor's or higher | 238471 |
 
+## Districts
+
+- [PA-05](/us/states/pa/districts/05.md) — 99% (congressional)
+- [PA-06](/us/states/pa/districts/06.md) — 1% (congressional)
+- [PA Senate District 9](/us/states/pa/districts/senate/9.md) — 50% (state senate)
+- [PA Senate District 26](/us/states/pa/districts/senate/26.md) — 28% (state senate)
+- [PA Senate District 17](/us/states/pa/districts/senate/17.md) — 12% (state senate)
+- [PA Senate District 8](/us/states/pa/districts/senate/8.md) — 9% (state senate)
+- [PA House District 168](/us/states/pa/districts/house/168.md) — 23% (state house)
+- [PA House District 160](/us/states/pa/districts/house/160.md) — 21% (state house)
+- [PA House District 165](/us/states/pa/districts/house/165.md) — 11% (state house)
+- [PA House District 161](/us/states/pa/districts/house/161.md) — 11% (state house)
+- [PA House District 159](/us/states/pa/districts/house/159.md) — 10% (state house)
+- [PA House District 166](/us/states/pa/districts/house/166.md) — 7% (state house)
+- [PA House District 162](/us/states/pa/districts/house/162.md) — 5% (state house)
+- [PA House District 185](/us/states/pa/districts/house/185.md) — 5% (state house)
+- [PA House District 163](/us/states/pa/districts/house/163.md) — 4% (state house)
+- [PA House District 164](/us/states/pa/districts/house/164.md) — 2% (state house)
+- [PA House District 191](/us/states/pa/districts/house/191.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/elk/index.md b/data/jurisdictions/us/states/pa/counties/elk/index.md
index 27813290b6..b3dbdf2160 100644
--- a/data/jurisdictions/us/states/pa/counties/elk/index.md
+++ b/data/jurisdictions/us/states/pa/counties/elk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 314
   bachelors_plus: 6398
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/75"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 314 |
 | Bachelor's or higher | 6398 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 25](/us/states/pa/districts/senate/25.md) — 100% (state senate)
+- [PA House District 75](/us/states/pa/districts/house/75.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/erie/index.md b/data/jurisdictions/us/states/pa/counties/erie/index.md
index f371e1d263..c2b2963b29 100644
--- a/data/jurisdictions/us/states/pa/counties/erie/index.md
+++ b/data/jurisdictions/us/states/pa/counties/erie/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 369
   hispanic: 12851
   bachelors_plus: 78225
+districts:
+  - to: "us/states/pa/districts/16"
+    rel: in-district
+    area_weight: 0.5183
+  - to: "us/states/pa/districts/senate/49"
+    rel: in-district
+    area_weight: 0.4678
+  - to: "us/states/pa/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0503
+  - to: "us/states/pa/districts/house/4"
+    rel: in-district
+    area_weight: 0.3246
+  - to: "us/states/pa/districts/house/6"
+    rel: in-district
+    area_weight: 0.0753
+  - to: "us/states/pa/districts/house/2"
+    rel: in-district
+    area_weight: 0.0661
+  - to: "us/states/pa/districts/house/3"
+    rel: in-district
+    area_weight: 0.0398
+  - to: "us/states/pa/districts/house/1"
+    rel: in-district
+    area_weight: 0.0123
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12851 |
 | Bachelor's or higher | 78225 |
 
+## Districts
+
+- [PA-16](/us/states/pa/districts/16.md) — 52% (congressional)
+- [PA Senate District 49](/us/states/pa/districts/senate/49.md) — 47% (state senate)
+- [PA Senate District 21](/us/states/pa/districts/senate/21.md) — 5% (state senate)
+- [PA House District 4](/us/states/pa/districts/house/4.md) — 32% (state house)
+- [PA House District 6](/us/states/pa/districts/house/6.md) — 8% (state house)
+- [PA House District 2](/us/states/pa/districts/house/2.md) — 7% (state house)
+- [PA House District 3](/us/states/pa/districts/house/3.md) — 4% (state house)
+- [PA House District 1](/us/states/pa/districts/house/1.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/fayette/index.md b/data/jurisdictions/us/states/pa/counties/fayette/index.md
index 993f5e300a..d55860c1f8 100644
--- a/data/jurisdictions/us/states/pa/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/pa/counties/fayette/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 121
   hispanic: 1822
   bachelors_plus: 23817
+districts:
+  - to: "us/states/pa/districts/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/house/52"
+    rel: in-district
+    area_weight: 0.5425
+  - to: "us/states/pa/districts/house/51"
+    rel: in-district
+    area_weight: 0.4571
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 1822 |
 | Bachelor's or higher | 23817 |
 
+## Districts
+
+- [PA-14](/us/states/pa/districts/14.md) — 100% (congressional)
+- [PA Senate District 32](/us/states/pa/districts/senate/32.md) — 100% (state senate)
+- [PA House District 52](/us/states/pa/districts/house/52.md) — 54% (state house)
+- [PA House District 51](/us/states/pa/districts/house/51.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/forest/index.md b/data/jurisdictions/us/states/pa/counties/forest/index.md
index 8270294499..5ff3e809e4 100644
--- a/data/jurisdictions/us/states/pa/counties/forest/index.md
+++ b/data/jurisdictions/us/states/pa/counties/forest/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 24
   hispanic: 344
   bachelors_plus: 936
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/65"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 344 |
 | Bachelor's or higher | 936 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 21](/us/states/pa/districts/senate/21.md) — 100% (state senate)
+- [PA House District 65](/us/states/pa/districts/house/65.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/franklin/index.md b/data/jurisdictions/us/states/pa/counties/franklin/index.md
index b976fa3d86..1b2e07029a 100644
--- a/data/jurisdictions/us/states/pa/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/pa/counties/franklin/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 590
   hispanic: 11830
   bachelors_plus: 38750
+districts:
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/pa/districts/senate/33"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/house/90"
+    rel: in-district
+    area_weight: 0.4065
+  - to: "us/states/pa/districts/house/81"
+    rel: in-district
+    area_weight: 0.3979
+  - to: "us/states/pa/districts/house/89"
+    rel: in-district
+    area_weight: 0.1953
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 11830 |
 | Bachelor's or higher | 38750 |
 
+## Districts
+
+- [PA-13](/us/states/pa/districts/13.md) — 100% (congressional)
+- [PA Senate District 33](/us/states/pa/districts/senate/33.md) — 100% (state senate)
+- [PA House District 90](/us/states/pa/districts/house/90.md) — 41% (state house)
+- [PA House District 81](/us/states/pa/districts/house/81.md) — 40% (state house)
+- [PA House District 89](/us/states/pa/districts/house/89.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/fulton/index.md b/data/jurisdictions/us/states/pa/counties/fulton/index.md
index e8547c1efd..bbd4bf610a 100644
--- a/data/jurisdictions/us/states/pa/counties/fulton/index.md
+++ b/data/jurisdictions/us/states/pa/counties/fulton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 188
   bachelors_plus: 2593
+districts:
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/house/78"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 188 |
 | Bachelor's or higher | 2593 |
 
+## Districts
+
+- [PA-13](/us/states/pa/districts/13.md) — 100% (congressional)
+- [PA Senate District 30](/us/states/pa/districts/senate/30.md) — 100% (state senate)
+- [PA House District 78](/us/states/pa/districts/house/78.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/greene/index.md b/data/jurisdictions/us/states/pa/counties/greene/index.md
index b2c0f34dda..ca295d1515 100644
--- a/data/jurisdictions/us/states/pa/counties/greene/index.md
+++ b/data/jurisdictions/us/states/pa/counties/greene/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 556
   bachelors_plus: 7504
+districts:
+  - to: "us/states/pa/districts/14"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/pa/districts/senate/46"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/pa/districts/house/50"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 556 |
 | Bachelor's or higher | 7504 |
 
+## Districts
+
+- [PA-14](/us/states/pa/districts/14.md) — 100% (congressional)
+- [PA Senate District 46](/us/states/pa/districts/senate/46.md) — 100% (state senate)
+- [PA House District 50](/us/states/pa/districts/house/50.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/huntingdon/index.md b/data/jurisdictions/us/states/pa/counties/huntingdon/index.md
index b9c370b0d5..182d819c87 100644
--- a/data/jurisdictions/us/states/pa/counties/huntingdon/index.md
+++ b/data/jurisdictions/us/states/pa/counties/huntingdon/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 49
   hispanic: 911
   bachelors_plus: 8289
+districts:
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/pa/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/81"
+    rel: in-district
+    area_weight: 0.931
+  - to: "us/states/pa/districts/house/80"
+    rel: in-district
+    area_weight: 0.0688
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 911 |
 | Bachelor's or higher | 8289 |
 
+## Districts
+
+- [PA-13](/us/states/pa/districts/13.md) — 100% (congressional)
+- [PA Senate District 30](/us/states/pa/districts/senate/30.md) — 100% (state senate)
+- [PA House District 81](/us/states/pa/districts/house/81.md) — 93% (state house)
+- [PA House District 80](/us/states/pa/districts/house/80.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/indiana/index.md b/data/jurisdictions/us/states/pa/counties/indiana/index.md
index f2d2b83921..0901251d31 100644
--- a/data/jurisdictions/us/states/pa/counties/indiana/index.md
+++ b/data/jurisdictions/us/states/pa/counties/indiana/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 16
   hispanic: 1546
   bachelors_plus: 20792
+districts:
+  - to: "us/states/pa/districts/14"
+    rel: in-district
+    area_weight: 0.7487
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.251
+  - to: "us/states/pa/districts/senate/41"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/62"
+    rel: in-district
+    area_weight: 0.5972
+  - to: "us/states/pa/districts/house/66"
+    rel: in-district
+    area_weight: 0.4026
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1546 |
 | Bachelor's or higher | 20792 |
 
+## Districts
+
+- [PA-14](/us/states/pa/districts/14.md) — 75% (congressional)
+- [PA-15](/us/states/pa/districts/15.md) — 25% (congressional)
+- [PA Senate District 41](/us/states/pa/districts/senate/41.md) — 100% (state senate)
+- [PA House District 62](/us/states/pa/districts/house/62.md) — 60% (state house)
+- [PA House District 66](/us/states/pa/districts/house/66.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/jefferson/index.md b/data/jurisdictions/us/states/pa/counties/jefferson/index.md
index 8828518d57..fd9450e38b 100644
--- a/data/jurisdictions/us/states/pa/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/pa/counties/jefferson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 26
   hispanic: 446
   bachelors_plus: 7591
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/senate/25"
+    rel: in-district
+    area_weight: 0.6884
+  - to: "us/states/pa/districts/senate/41"
+    rel: in-district
+    area_weight: 0.3114
+  - to: "us/states/pa/districts/house/66"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 446 |
 | Bachelor's or higher | 7591 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 25](/us/states/pa/districts/senate/25.md) — 69% (state senate)
+- [PA Senate District 41](/us/states/pa/districts/senate/41.md) — 31% (state senate)
+- [PA House District 66](/us/states/pa/districts/house/66.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/juniata/index.md b/data/jurisdictions/us/states/pa/counties/juniata/index.md
index ceda8083b4..0a753322ff 100644
--- a/data/jurisdictions/us/states/pa/counties/juniata/index.md
+++ b/data/jurisdictions/us/states/pa/counties/juniata/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 34
   hispanic: 969
   bachelors_plus: 3295
+districts:
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/pa/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/pa/districts/house/86"
+    rel: in-district
+    area_weight: 0.8484
+  - to: "us/states/pa/districts/house/85"
+    rel: in-district
+    area_weight: 0.1515
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 969 |
 | Bachelor's or higher | 3295 |
 
+## Districts
+
+- [PA-13](/us/states/pa/districts/13.md) — 100% (congressional)
+- [PA Senate District 30](/us/states/pa/districts/senate/30.md) — 100% (state senate)
+- [PA House District 86](/us/states/pa/districts/house/86.md) — 85% (state house)
+- [PA House District 85](/us/states/pa/districts/house/85.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/lackawanna/index.md b/data/jurisdictions/us/states/pa/counties/lackawanna/index.md
index 5a60a3e407..4b5bbf56c3 100644
--- a/data/jurisdictions/us/states/pa/counties/lackawanna/index.md
+++ b/data/jurisdictions/us/states/pa/counties/lackawanna/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 180
   hispanic: 21190
   bachelors_plus: 65567
+districts:
+  - to: "us/states/pa/districts/08"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/pa/districts/senate/40"
+    rel: in-district
+    area_weight: 0.537
+  - to: "us/states/pa/districts/senate/22"
+    rel: in-district
+    area_weight: 0.4629
+  - to: "us/states/pa/districts/house/113"
+    rel: in-district
+    area_weight: 0.3445
+  - to: "us/states/pa/districts/house/112"
+    rel: in-district
+    area_weight: 0.2544
+  - to: "us/states/pa/districts/house/114"
+    rel: in-district
+    area_weight: 0.2469
+  - to: "us/states/pa/districts/house/118"
+    rel: in-district
+    area_weight: 0.1539
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 21190 |
 | Bachelor's or higher | 65567 |
 
+## Districts
+
+- [PA-08](/us/states/pa/districts/08.md) — 100% (congressional)
+- [PA Senate District 40](/us/states/pa/districts/senate/40.md) — 54% (state senate)
+- [PA Senate District 22](/us/states/pa/districts/senate/22.md) — 46% (state senate)
+- [PA House District 113](/us/states/pa/districts/house/113.md) — 34% (state house)
+- [PA House District 112](/us/states/pa/districts/house/112.md) — 25% (state house)
+- [PA House District 114](/us/states/pa/districts/house/114.md) — 25% (state house)
+- [PA House District 118](/us/states/pa/districts/house/118.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/lancaster/index.md b/data/jurisdictions/us/states/pa/counties/lancaster/index.md
index 498b4576df..788f30cf2f 100644
--- a/data/jurisdictions/us/states/pa/counties/lancaster/index.md
+++ b/data/jurisdictions/us/states/pa/counties/lancaster/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 1162
   hispanic: 64326
   bachelors_plus: 168247
+districts:
+  - to: "us/states/pa/districts/11"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/pa/districts/senate/13"
+    rel: in-district
+    area_weight: 0.5488
+  - to: "us/states/pa/districts/senate/36"
+    rel: in-district
+    area_weight: 0.3506
+  - to: "us/states/pa/districts/senate/48"
+    rel: in-district
+    area_weight: 0.1003
+  - to: "us/states/pa/districts/house/100"
+    rel: in-district
+    area_weight: 0.314
+  - to: "us/states/pa/districts/house/37"
+    rel: in-district
+    area_weight: 0.1441
+  - to: "us/states/pa/districts/house/99"
+    rel: in-district
+    area_weight: 0.1396
+  - to: "us/states/pa/districts/house/97"
+    rel: in-district
+    area_weight: 0.1215
+  - to: "us/states/pa/districts/house/43"
+    rel: in-district
+    area_weight: 0.1038
+  - to: "us/states/pa/districts/house/98"
+    rel: in-district
+    area_weight: 0.0934
+  - to: "us/states/pa/districts/house/41"
+    rel: in-district
+    area_weight: 0.0498
+  - to: "us/states/pa/districts/house/96"
+    rel: in-district
+    area_weight: 0.0219
+  - to: "us/states/pa/districts/house/49"
+    rel: in-district
+    area_weight: 0.0116
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 64326 |
 | Bachelor's or higher | 168247 |
 
+## Districts
+
+- [PA-11](/us/states/pa/districts/11.md) — 100% (congressional)
+- [PA Senate District 13](/us/states/pa/districts/senate/13.md) — 55% (state senate)
+- [PA Senate District 36](/us/states/pa/districts/senate/36.md) — 35% (state senate)
+- [PA Senate District 48](/us/states/pa/districts/senate/48.md) — 10% (state senate)
+- [PA House District 100](/us/states/pa/districts/house/100.md) — 31% (state house)
+- [PA House District 37](/us/states/pa/districts/house/37.md) — 14% (state house)
+- [PA House District 99](/us/states/pa/districts/house/99.md) — 14% (state house)
+- [PA House District 97](/us/states/pa/districts/house/97.md) — 12% (state house)
+- [PA House District 43](/us/states/pa/districts/house/43.md) — 10% (state house)
+- [PA House District 98](/us/states/pa/districts/house/98.md) — 9% (state house)
+- [PA House District 41](/us/states/pa/districts/house/41.md) — 5% (state house)
+- [PA House District 96](/us/states/pa/districts/house/96.md) — 2% (state house)
+- [PA House District 49](/us/states/pa/districts/house/49.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/lawrence/index.md b/data/jurisdictions/us/states/pa/counties/lawrence/index.md
index 35261fea0e..6a6536fce5 100644
--- a/data/jurisdictions/us/states/pa/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/pa/counties/lawrence/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 11
   hispanic: 1872
   bachelors_plus: 18473
+districts:
+  - to: "us/states/pa/districts/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/senate/50"
+    rel: in-district
+    area_weight: 0.7959
+  - to: "us/states/pa/districts/senate/47"
+    rel: in-district
+    area_weight: 0.204
+  - to: "us/states/pa/districts/house/9"
+    rel: in-district
+    area_weight: 0.564
+  - to: "us/states/pa/districts/house/8"
+    rel: in-district
+    area_weight: 0.4359
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1872 |
 | Bachelor's or higher | 18473 |
 
+## Districts
+
+- [PA-16](/us/states/pa/districts/16.md) — 100% (congressional)
+- [PA Senate District 50](/us/states/pa/districts/senate/50.md) — 80% (state senate)
+- [PA Senate District 47](/us/states/pa/districts/senate/47.md) — 20% (state senate)
+- [PA House District 9](/us/states/pa/districts/house/9.md) — 56% (state house)
+- [PA House District 8](/us/states/pa/districts/house/8.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/lebanon/index.md b/data/jurisdictions/us/states/pa/counties/lebanon/index.md
index c21330822a..f6cb67c264 100644
--- a/data/jurisdictions/us/states/pa/counties/lebanon/index.md
+++ b/data/jurisdictions/us/states/pa/counties/lebanon/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 93
   hispanic: 21918
   bachelors_plus: 33532
+districts:
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/senate/48"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/102"
+    rel: in-district
+    area_weight: 0.6827
+  - to: "us/states/pa/districts/house/101"
+    rel: in-district
+    area_weight: 0.1959
+  - to: "us/states/pa/districts/house/98"
+    rel: in-district
+    area_weight: 0.1212
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 21918 |
 | Bachelor's or higher | 33532 |
 
+## Districts
+
+- [PA-09](/us/states/pa/districts/09.md) — 100% (congressional)
+- [PA Senate District 48](/us/states/pa/districts/senate/48.md) — 100% (state senate)
+- [PA House District 102](/us/states/pa/districts/house/102.md) — 68% (state house)
+- [PA House District 101](/us/states/pa/districts/house/101.md) — 20% (state house)
+- [PA House District 98](/us/states/pa/districts/house/98.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/lehigh/index.md b/data/jurisdictions/us/states/pa/counties/lehigh/index.md
index 2c36950686..f4d5a20e4c 100644
--- a/data/jurisdictions/us/states/pa/counties/lehigh/index.md
+++ b/data/jurisdictions/us/states/pa/counties/lehigh/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 1801
   hispanic: 105976
   bachelors_plus: 123421
+districts:
+  - to: "us/states/pa/districts/07"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/pa/districts/senate/16"
+    rel: in-district
+    area_weight: 0.8272
+  - to: "us/states/pa/districts/senate/14"
+    rel: in-district
+    area_weight: 0.1598
+  - to: "us/states/pa/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0126
+  - to: "us/states/pa/districts/house/187"
+    rel: in-district
+    area_weight: 0.4424
+  - to: "us/states/pa/districts/house/131"
+    rel: in-district
+    area_weight: 0.1881
+  - to: "us/states/pa/districts/house/183"
+    rel: in-district
+    area_weight: 0.1266
+  - to: "us/states/pa/districts/house/132"
+    rel: in-district
+    area_weight: 0.1001
+  - to: "us/states/pa/districts/house/133"
+    rel: in-district
+    area_weight: 0.0695
+  - to: "us/states/pa/districts/house/134"
+    rel: in-district
+    area_weight: 0.0383
+  - to: "us/states/pa/districts/house/22"
+    rel: in-district
+    area_weight: 0.0348
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 105976 |
 | Bachelor's or higher | 123421 |
 
+## Districts
+
+- [PA-07](/us/states/pa/districts/07.md) — 100% (congressional)
+- [PA Senate District 16](/us/states/pa/districts/senate/16.md) — 83% (state senate)
+- [PA Senate District 14](/us/states/pa/districts/senate/14.md) — 16% (state senate)
+- [PA Senate District 18](/us/states/pa/districts/senate/18.md) — 1% (state senate)
+- [PA House District 187](/us/states/pa/districts/house/187.md) — 44% (state house)
+- [PA House District 131](/us/states/pa/districts/house/131.md) — 19% (state house)
+- [PA House District 183](/us/states/pa/districts/house/183.md) — 13% (state house)
+- [PA House District 132](/us/states/pa/districts/house/132.md) — 10% (state house)
+- [PA House District 133](/us/states/pa/districts/house/133.md) — 7% (state house)
+- [PA House District 134](/us/states/pa/districts/house/134.md) — 4% (state house)
+- [PA House District 22](/us/states/pa/districts/house/22.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/luzerne/index.md b/data/jurisdictions/us/states/pa/counties/luzerne/index.md
index fa7047079c..404fe5a278 100644
--- a/data/jurisdictions/us/states/pa/counties/luzerne/index.md
+++ b/data/jurisdictions/us/states/pa/counties/luzerne/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 370
   hispanic: 56836
   bachelors_plus: 82126
+districts:
+  - to: "us/states/pa/districts/08"
+    rel: in-district
+    area_weight: 0.5645
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 0.4345
+  - to: "us/states/pa/districts/senate/20"
+    rel: in-district
+    area_weight: 0.3808
+  - to: "us/states/pa/districts/senate/27"
+    rel: in-district
+    area_weight: 0.2934
+  - to: "us/states/pa/districts/senate/29"
+    rel: in-district
+    area_weight: 0.2464
+  - to: "us/states/pa/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0793
+  - to: "us/states/pa/districts/house/117"
+    rel: in-district
+    area_weight: 0.5574
+  - to: "us/states/pa/districts/house/121"
+    rel: in-district
+    area_weight: 0.1287
+  - to: "us/states/pa/districts/house/119"
+    rel: in-district
+    area_weight: 0.11
+  - to: "us/states/pa/districts/house/120"
+    rel: in-district
+    area_weight: 0.1001
+  - to: "us/states/pa/districts/house/116"
+    rel: in-district
+    area_weight: 0.0582
+  - to: "us/states/pa/districts/house/118"
+    rel: in-district
+    area_weight: 0.0455
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 56836 |
 | Bachelor's or higher | 82126 |
 
+## Districts
+
+- [PA-08](/us/states/pa/districts/08.md) — 56% (congressional)
+- [PA-09](/us/states/pa/districts/09.md) — 43% (congressional)
+- [PA Senate District 20](/us/states/pa/districts/senate/20.md) — 38% (state senate)
+- [PA Senate District 27](/us/states/pa/districts/senate/27.md) — 29% (state senate)
+- [PA Senate District 29](/us/states/pa/districts/senate/29.md) — 25% (state senate)
+- [PA Senate District 22](/us/states/pa/districts/senate/22.md) — 8% (state senate)
+- [PA House District 117](/us/states/pa/districts/house/117.md) — 56% (state house)
+- [PA House District 121](/us/states/pa/districts/house/121.md) — 13% (state house)
+- [PA House District 119](/us/states/pa/districts/house/119.md) — 11% (state house)
+- [PA House District 120](/us/states/pa/districts/house/120.md) — 10% (state house)
+- [PA House District 116](/us/states/pa/districts/house/116.md) — 6% (state house)
+- [PA House District 118](/us/states/pa/districts/house/118.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/lycoming/index.md b/data/jurisdictions/us/states/pa/counties/lycoming/index.md
index 4807c030ba..a753c51bfd 100644
--- a/data/jurisdictions/us/states/pa/counties/lycoming/index.md
+++ b/data/jurisdictions/us/states/pa/counties/lycoming/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 235
   hispanic: 2691
   bachelors_plus: 26946
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.722
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 0.278
+  - to: "us/states/pa/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/84"
+    rel: in-district
+    area_weight: 0.8774
+  - to: "us/states/pa/districts/house/83"
+    rel: in-district
+    area_weight: 0.1224
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2691 |
 | Bachelor's or higher | 26946 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 72% (congressional)
+- [PA-09](/us/states/pa/districts/09.md) — 28% (congressional)
+- [PA Senate District 23](/us/states/pa/districts/senate/23.md) — 100% (state senate)
+- [PA House District 84](/us/states/pa/districts/house/84.md) — 88% (state house)
+- [PA House District 83](/us/states/pa/districts/house/83.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/mckean/index.md b/data/jurisdictions/us/states/pa/counties/mckean/index.md
index 3264d93415..9d583b7cbd 100644
--- a/data/jurisdictions/us/states/pa/counties/mckean/index.md
+++ b/data/jurisdictions/us/states/pa/counties/mckean/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 784
   bachelors_plus: 8162
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/house/67"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 784 |
 | Bachelor's or higher | 8162 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 25](/us/states/pa/districts/senate/25.md) — 100% (state senate)
+- [PA House District 67](/us/states/pa/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/mercer/index.md b/data/jurisdictions/us/states/pa/counties/mercer/index.md
index 3822dbaa76..001f1fa731 100644
--- a/data/jurisdictions/us/states/pa/counties/mercer/index.md
+++ b/data/jurisdictions/us/states/pa/counties/mercer/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 102
   hispanic: 1837
   bachelors_plus: 26861
+districts:
+  - to: "us/states/pa/districts/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/senate/50"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/17"
+    rel: in-district
+    area_weight: 0.6948
+  - to: "us/states/pa/districts/house/7"
+    rel: in-district
+    area_weight: 0.305
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1837 |
 | Bachelor's or higher | 26861 |
 
+## Districts
+
+- [PA-16](/us/states/pa/districts/16.md) — 100% (congressional)
+- [PA Senate District 50](/us/states/pa/districts/senate/50.md) — 100% (state senate)
+- [PA House District 17](/us/states/pa/districts/house/17.md) — 69% (state house)
+- [PA House District 7](/us/states/pa/districts/house/7.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/mifflin/index.md b/data/jurisdictions/us/states/pa/counties/mifflin/index.md
index ec4e701b54..5604882068 100644
--- a/data/jurisdictions/us/states/pa/counties/mifflin/index.md
+++ b/data/jurisdictions/us/states/pa/counties/mifflin/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 41
   hispanic: 1050
   bachelors_plus: 6637
+districts:
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/171"
+    rel: in-district
+    area_weight: 0.8135
+  - to: "us/states/pa/districts/house/85"
+    rel: in-district
+    area_weight: 0.1863
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1050 |
 | Bachelor's or higher | 6637 |
 
+## Districts
+
+- [PA-13](/us/states/pa/districts/13.md) — 100% (congressional)
+- [PA Senate District 30](/us/states/pa/districts/senate/30.md) — 100% (state senate)
+- [PA House District 171](/us/states/pa/districts/house/171.md) — 81% (state house)
+- [PA House District 85](/us/states/pa/districts/house/85.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/monroe/index.md b/data/jurisdictions/us/states/pa/counties/monroe/index.md
index e8eeb8f9c1..f6cb55ddf9 100644
--- a/data/jurisdictions/us/states/pa/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/pa/counties/monroe/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 366
   hispanic: 30408
   bachelors_plus: 45422
+districts:
+  - to: "us/states/pa/districts/08"
+    rel: in-district
+    area_weight: 0.8846
+  - to: "us/states/pa/districts/07"
+    rel: in-district
+    area_weight: 0.1152
+  - to: "us/states/pa/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/house/176"
+    rel: in-district
+    area_weight: 0.4466
+  - to: "us/states/pa/districts/house/115"
+    rel: in-district
+    area_weight: 0.4319
+  - to: "us/states/pa/districts/house/189"
+    rel: in-district
+    area_weight: 0.1211
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 30408 |
 | Bachelor's or higher | 45422 |
 
+## Districts
+
+- [PA-08](/us/states/pa/districts/08.md) — 88% (congressional)
+- [PA-07](/us/states/pa/districts/07.md) — 12% (congressional)
+- [PA Senate District 40](/us/states/pa/districts/senate/40.md) — 100% (state senate)
+- [PA House District 176](/us/states/pa/districts/house/176.md) — 45% (state house)
+- [PA House District 115](/us/states/pa/districts/house/115.md) — 43% (state house)
+- [PA House District 189](/us/states/pa/districts/house/189.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/montgomery/index.md b/data/jurisdictions/us/states/pa/counties/montgomery/index.md
index bcb2a2e19f..7dd2f68b5d 100644
--- a/data/jurisdictions/us/states/pa/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/pa/counties/montgomery/index.md
@@ -22,9 +22,81 @@ demographics:
   race_native: 1047
   hispanic: 58178
   bachelors_plus: 470135
+districts:
+  - to: "us/states/pa/districts/04"
+    rel: in-district
+    area_weight: 0.7418
+  - to: "us/states/pa/districts/01"
+    rel: in-district
+    area_weight: 0.1986
+  - to: "us/states/pa/districts/05"
+    rel: in-district
+    area_weight: 0.0574
+  - to: "us/states/pa/districts/senate/24"
+    rel: in-district
+    area_weight: 0.4097
+  - to: "us/states/pa/districts/senate/12"
+    rel: in-district
+    area_weight: 0.2999
+  - to: "us/states/pa/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1211
+  - to: "us/states/pa/districts/senate/44"
+    rel: in-district
+    area_weight: 0.0707
+  - to: "us/states/pa/districts/senate/4"
+    rel: in-district
+    area_weight: 0.066
+  - to: "us/states/pa/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0324
+  - to: "us/states/pa/districts/house/147"
+    rel: in-district
+    area_weight: 0.1953
+  - to: "us/states/pa/districts/house/70"
+    rel: in-district
+    area_weight: 0.1006
+  - to: "us/states/pa/districts/house/131"
+    rel: in-district
+    area_weight: 0.0942
+  - to: "us/states/pa/districts/house/150"
+    rel: in-district
+    area_weight: 0.0813
+  - to: "us/states/pa/districts/house/146"
+    rel: in-district
+    area_weight: 0.0798
+  - to: "us/states/pa/districts/house/61"
+    rel: in-district
+    area_weight: 0.076
+  - to: "us/states/pa/districts/house/151"
+    rel: in-district
+    area_weight: 0.0652
+  - to: "us/states/pa/districts/house/148"
+    rel: in-district
+    area_weight: 0.0614
+  - to: "us/states/pa/districts/house/149"
+    rel: in-district
+    area_weight: 0.0574
+  - to: "us/states/pa/districts/house/53"
+    rel: in-district
+    area_weight: 0.0439
+  - to: "us/states/pa/districts/house/152"
+    rel: in-district
+    area_weight: 0.0423
+  - to: "us/states/pa/districts/house/153"
+    rel: in-district
+    area_weight: 0.042
+  - to: "us/states/pa/districts/house/154"
+    rel: in-district
+    area_weight: 0.0335
+  - to: "us/states/pa/districts/house/54"
+    rel: in-district
+    area_weight: 0.0269
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +128,33 @@ County jurisdiction.
 | Hispanic/Latino | 58178 |
 | Bachelor's or higher | 470135 |
 
+## Districts
+
+- [PA-04](/us/states/pa/districts/04.md) — 74% (congressional)
+- [PA-01](/us/states/pa/districts/01.md) — 20% (congressional)
+- [PA-05](/us/states/pa/districts/05.md) — 6% (congressional)
+- [PA Senate District 24](/us/states/pa/districts/senate/24.md) — 41% (state senate)
+- [PA Senate District 12](/us/states/pa/districts/senate/12.md) — 30% (state senate)
+- [PA Senate District 17](/us/states/pa/districts/senate/17.md) — 12% (state senate)
+- [PA Senate District 44](/us/states/pa/districts/senate/44.md) — 7% (state senate)
+- [PA Senate District 4](/us/states/pa/districts/senate/4.md) — 7% (state senate)
+- [PA Senate District 7](/us/states/pa/districts/senate/7.md) — 3% (state senate)
+- [PA House District 147](/us/states/pa/districts/house/147.md) — 20% (state house)
+- [PA House District 70](/us/states/pa/districts/house/70.md) — 10% (state house)
+- [PA House District 131](/us/states/pa/districts/house/131.md) — 9% (state house)
+- [PA House District 150](/us/states/pa/districts/house/150.md) — 8% (state house)
+- [PA House District 146](/us/states/pa/districts/house/146.md) — 8% (state house)
+- [PA House District 61](/us/states/pa/districts/house/61.md) — 8% (state house)
+- [PA House District 151](/us/states/pa/districts/house/151.md) — 7% (state house)
+- [PA House District 148](/us/states/pa/districts/house/148.md) — 6% (state house)
+- [PA House District 149](/us/states/pa/districts/house/149.md) — 6% (state house)
+- [PA House District 53](/us/states/pa/districts/house/53.md) — 4% (state house)
+- [PA House District 152](/us/states/pa/districts/house/152.md) — 4% (state house)
+- [PA House District 153](/us/states/pa/districts/house/153.md) — 4% (state house)
+- [PA House District 154](/us/states/pa/districts/house/154.md) — 3% (state house)
+- [PA House District 54](/us/states/pa/districts/house/54.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/montour/index.md b/data/jurisdictions/us/states/pa/counties/montour/index.md
index cd80a4af6b..5b4b73a0df 100644
--- a/data/jurisdictions/us/states/pa/counties/montour/index.md
+++ b/data/jurisdictions/us/states/pa/counties/montour/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 564
   bachelors_plus: 7947
+districts:
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/senate/27"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/house/108"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 564 |
 | Bachelor's or higher | 7947 |
 
+## Districts
+
+- [PA-09](/us/states/pa/districts/09.md) — 100% (congressional)
+- [PA Senate District 27](/us/states/pa/districts/senate/27.md) — 100% (state senate)
+- [PA House District 108](/us/states/pa/districts/house/108.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/northampton/index.md b/data/jurisdictions/us/states/pa/counties/northampton/index.md
index db0c969121..9ba3901ccc 100644
--- a/data/jurisdictions/us/states/pa/counties/northampton/index.md
+++ b/data/jurisdictions/us/states/pa/counties/northampton/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 635
   hispanic: 49253
   bachelors_plus: 108520
+districts:
+  - to: "us/states/pa/districts/07"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/pa/districts/senate/18"
+    rel: in-district
+    area_weight: 0.6537
+  - to: "us/states/pa/districts/senate/14"
+    rel: in-district
+    area_weight: 0.346
+  - to: "us/states/pa/districts/house/138"
+    rel: in-district
+    area_weight: 0.4651
+  - to: "us/states/pa/districts/house/183"
+    rel: in-district
+    area_weight: 0.2117
+  - to: "us/states/pa/districts/house/137"
+    rel: in-district
+    area_weight: 0.1259
+  - to: "us/states/pa/districts/house/136"
+    rel: in-district
+    area_weight: 0.1141
+  - to: "us/states/pa/districts/house/135"
+    rel: in-district
+    area_weight: 0.054
+  - to: "us/states/pa/districts/house/131"
+    rel: in-district
+    area_weight: 0.0289
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 49253 |
 | Bachelor's or higher | 108520 |
 
+## Districts
+
+- [PA-07](/us/states/pa/districts/07.md) — 100% (congressional)
+- [PA Senate District 18](/us/states/pa/districts/senate/18.md) — 65% (state senate)
+- [PA Senate District 14](/us/states/pa/districts/senate/14.md) — 35% (state senate)
+- [PA House District 138](/us/states/pa/districts/house/138.md) — 47% (state house)
+- [PA House District 183](/us/states/pa/districts/house/183.md) — 21% (state house)
+- [PA House District 137](/us/states/pa/districts/house/137.md) — 13% (state house)
+- [PA House District 136](/us/states/pa/districts/house/136.md) — 11% (state house)
+- [PA House District 135](/us/states/pa/districts/house/135.md) — 5% (state house)
+- [PA House District 131](/us/states/pa/districts/house/131.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/northumberland/index.md b/data/jurisdictions/us/states/pa/counties/northumberland/index.md
index 29b6df48a4..8ad641c2ff 100644
--- a/data/jurisdictions/us/states/pa/counties/northumberland/index.md
+++ b/data/jurisdictions/us/states/pa/counties/northumberland/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 91
   hispanic: 4702
   bachelors_plus: 16873
+districts:
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 0.9951
+  - to: "us/states/pa/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/pa/districts/house/107"
+    rel: in-district
+    area_weight: 0.5588
+  - to: "us/states/pa/districts/house/108"
+    rel: in-district
+    area_weight: 0.4409
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4702 |
 | Bachelor's or higher | 16873 |
 
+## Districts
+
+- [PA-09](/us/states/pa/districts/09.md) — 100% (congressional)
+- [PA Senate District 27](/us/states/pa/districts/senate/27.md) — 100% (state senate)
+- [PA House District 107](/us/states/pa/districts/house/107.md) — 56% (state house)
+- [PA House District 108](/us/states/pa/districts/house/108.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/perry/index.md b/data/jurisdictions/us/states/pa/counties/perry/index.md
index e57d9e7e2e..417d9f56e6 100644
--- a/data/jurisdictions/us/states/pa/counties/perry/index.md
+++ b/data/jurisdictions/us/states/pa/counties/perry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 1164
   bachelors_plus: 8873
+districts:
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/pa/districts/senate/34"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/86"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1164 |
 | Bachelor's or higher | 8873 |
 
+## Districts
+
+- [PA-13](/us/states/pa/districts/13.md) — 100% (congressional)
+- [PA Senate District 34](/us/states/pa/districts/senate/34.md) — 100% (state senate)
+- [PA House District 86](/us/states/pa/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/philadelphia/index.md b/data/jurisdictions/us/states/pa/counties/philadelphia/index.md
index 6564c8826a..709fd9f56c 100644
--- a/data/jurisdictions/us/states/pa/counties/philadelphia/index.md
+++ b/data/jurisdictions/us/states/pa/counties/philadelphia/index.md
@@ -22,9 +22,120 @@ demographics:
   race_native: 7518
   hispanic: 245882
   bachelors_plus: 557919
+districts:
+  - to: "us/states/pa/districts/02"
+    rel: in-district
+    area_weight: 0.4688
+  - to: "us/states/pa/districts/03"
+    rel: in-district
+    area_weight: 0.3837
+  - to: "us/states/pa/districts/05"
+    rel: in-district
+    area_weight: 0.1437
+  - to: "us/states/pa/districts/senate/5"
+    rel: in-district
+    area_weight: 0.2521
+  - to: "us/states/pa/districts/senate/1"
+    rel: in-district
+    area_weight: 0.1854
+  - to: "us/states/pa/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1733
+  - to: "us/states/pa/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1207
+  - to: "us/states/pa/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0987
+  - to: "us/states/pa/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0902
+  - to: "us/states/pa/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0779
+  - to: "us/states/pa/districts/house/185"
+    rel: in-district
+    area_weight: 0.1013
+  - to: "us/states/pa/districts/house/194"
+    rel: in-district
+    area_weight: 0.0818
+  - to: "us/states/pa/districts/house/170"
+    rel: in-district
+    area_weight: 0.0764
+  - to: "us/states/pa/districts/house/173"
+    rel: in-district
+    area_weight: 0.0577
+  - to: "us/states/pa/districts/house/190"
+    rel: in-district
+    area_weight: 0.0574
+  - to: "us/states/pa/districts/house/172"
+    rel: in-district
+    area_weight: 0.0555
+  - to: "us/states/pa/districts/house/177"
+    rel: in-district
+    area_weight: 0.0534
+  - to: "us/states/pa/districts/house/174"
+    rel: in-district
+    area_weight: 0.0529
+  - to: "us/states/pa/districts/house/184"
+    rel: in-district
+    area_weight: 0.05
+  - to: "us/states/pa/districts/house/200"
+    rel: in-district
+    area_weight: 0.0452
+  - to: "us/states/pa/districts/house/201"
+    rel: in-district
+    area_weight: 0.0307
+  - to: "us/states/pa/districts/house/179"
+    rel: in-district
+    area_weight: 0.0303
+  - to: "us/states/pa/districts/house/192"
+    rel: in-district
+    area_weight: 0.0282
+  - to: "us/states/pa/districts/house/198"
+    rel: in-district
+    area_weight: 0.0275
+  - to: "us/states/pa/districts/house/180"
+    rel: in-district
+    area_weight: 0.0272
+  - to: "us/states/pa/districts/house/175"
+    rel: in-district
+    area_weight: 0.0267
+  - to: "us/states/pa/districts/house/203"
+    rel: in-district
+    area_weight: 0.0248
+  - to: "us/states/pa/districts/house/186"
+    rel: in-district
+    area_weight: 0.0242
+  - to: "us/states/pa/districts/house/197"
+    rel: in-district
+    area_weight: 0.0227
+  - to: "us/states/pa/districts/house/10"
+    rel: in-district
+    area_weight: 0.0211
+  - to: "us/states/pa/districts/house/188"
+    rel: in-district
+    area_weight: 0.0201
+  - to: "us/states/pa/districts/house/195"
+    rel: in-district
+    area_weight: 0.02
+  - to: "us/states/pa/districts/house/181"
+    rel: in-district
+    area_weight: 0.0195
+  - to: "us/states/pa/districts/house/202"
+    rel: in-district
+    area_weight: 0.0176
+  - to: "us/states/pa/districts/house/191"
+    rel: in-district
+    area_weight: 0.0145
+  - to: "us/states/pa/districts/house/182"
+    rel: in-district
+    area_weight: 0.0113
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +167,46 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 245882 |
 | Bachelor's or higher | 557919 |
 
+## Districts
+
+- [PA-02](/us/states/pa/districts/02.md) — 47% (congressional)
+- [PA-03](/us/states/pa/districts/03.md) — 38% (congressional)
+- [PA-05](/us/states/pa/districts/05.md) — 14% (congressional)
+- [PA Senate District 5](/us/states/pa/districts/senate/5.md) — 25% (state senate)
+- [PA Senate District 1](/us/states/pa/districts/senate/1.md) — 19% (state senate)
+- [PA Senate District 7](/us/states/pa/districts/senate/7.md) — 17% (state senate)
+- [PA Senate District 2](/us/states/pa/districts/senate/2.md) — 12% (state senate)
+- [PA Senate District 3](/us/states/pa/districts/senate/3.md) — 10% (state senate)
+- [PA Senate District 4](/us/states/pa/districts/senate/4.md) — 9% (state senate)
+- [PA Senate District 8](/us/states/pa/districts/senate/8.md) — 8% (state senate)
+- [PA House District 185](/us/states/pa/districts/house/185.md) — 10% (state house)
+- [PA House District 194](/us/states/pa/districts/house/194.md) — 8% (state house)
+- [PA House District 170](/us/states/pa/districts/house/170.md) — 8% (state house)
+- [PA House District 173](/us/states/pa/districts/house/173.md) — 6% (state house)
+- [PA House District 190](/us/states/pa/districts/house/190.md) — 6% (state house)
+- [PA House District 172](/us/states/pa/districts/house/172.md) — 6% (state house)
+- [PA House District 177](/us/states/pa/districts/house/177.md) — 5% (state house)
+- [PA House District 174](/us/states/pa/districts/house/174.md) — 5% (state house)
+- [PA House District 184](/us/states/pa/districts/house/184.md) — 5% (state house)
+- [PA House District 200](/us/states/pa/districts/house/200.md) — 5% (state house)
+- [PA House District 201](/us/states/pa/districts/house/201.md) — 3% (state house)
+- [PA House District 179](/us/states/pa/districts/house/179.md) — 3% (state house)
+- [PA House District 192](/us/states/pa/districts/house/192.md) — 3% (state house)
+- [PA House District 198](/us/states/pa/districts/house/198.md) — 3% (state house)
+- [PA House District 180](/us/states/pa/districts/house/180.md) — 3% (state house)
+- [PA House District 175](/us/states/pa/districts/house/175.md) — 3% (state house)
+- [PA House District 203](/us/states/pa/districts/house/203.md) — 2% (state house)
+- [PA House District 186](/us/states/pa/districts/house/186.md) — 2% (state house)
+- [PA House District 197](/us/states/pa/districts/house/197.md) — 2% (state house)
+- [PA House District 10](/us/states/pa/districts/house/10.md) — 2% (state house)
+- [PA House District 188](/us/states/pa/districts/house/188.md) — 2% (state house)
+- [PA House District 195](/us/states/pa/districts/house/195.md) — 2% (state house)
+- [PA House District 181](/us/states/pa/districts/house/181.md) — 2% (state house)
+- [PA House District 202](/us/states/pa/districts/house/202.md) — 2% (state house)
+- [PA House District 191](/us/states/pa/districts/house/191.md) — 1% (state house)
+- [PA House District 182](/us/states/pa/districts/house/182.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/pike/index.md b/data/jurisdictions/us/states/pa/counties/pike/index.md
index f609a639fc..f25c7320eb 100644
--- a/data/jurisdictions/us/states/pa/counties/pike/index.md
+++ b/data/jurisdictions/us/states/pa/counties/pike/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 60
   hispanic: 7537
   bachelors_plus: 19199
+districts:
+  - to: "us/states/pa/districts/08"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/pa/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/pa/districts/house/139"
+    rel: in-district
+    area_weight: 0.7244
+  - to: "us/states/pa/districts/house/189"
+    rel: in-district
+    area_weight: 0.2751
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 7537 |
 | Bachelor's or higher | 19199 |
 
+## Districts
+
+- [PA-08](/us/states/pa/districts/08.md) — 100% (congressional)
+- [PA Senate District 20](/us/states/pa/districts/senate/20.md) — 100% (state senate)
+- [PA House District 139](/us/states/pa/districts/house/139.md) — 72% (state house)
+- [PA House District 189](/us/states/pa/districts/house/189.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/potter/index.md b/data/jurisdictions/us/states/pa/counties/potter/index.md
index 550a9b184b..1483b44cf4 100644
--- a/data/jurisdictions/us/states/pa/counties/potter/index.md
+++ b/data/jurisdictions/us/states/pa/counties/potter/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 279
   bachelors_plus: 2945
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/pa/districts/house/67"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 279 |
 | Bachelor's or higher | 2945 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 25](/us/states/pa/districts/senate/25.md) — 100% (state senate)
+- [PA House District 67](/us/states/pa/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/schuylkill/index.md b/data/jurisdictions/us/states/pa/counties/schuylkill/index.md
index 410e7c0620..0c5f8c1c91 100644
--- a/data/jurisdictions/us/states/pa/counties/schuylkill/index.md
+++ b/data/jurisdictions/us/states/pa/counties/schuylkill/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 104
   hispanic: 11184
   bachelors_plus: 28107
+districts:
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/pa/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/107"
+    rel: in-district
+    area_weight: 0.3195
+  - to: "us/states/pa/districts/house/124"
+    rel: in-district
+    area_weight: 0.309
+  - to: "us/states/pa/districts/house/123"
+    rel: in-district
+    area_weight: 0.2372
+  - to: "us/states/pa/districts/house/116"
+    rel: in-district
+    area_weight: 0.1342
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11184 |
 | Bachelor's or higher | 28107 |
 
+## Districts
+
+- [PA-09](/us/states/pa/districts/09.md) — 100% (congressional)
+- [PA Senate District 29](/us/states/pa/districts/senate/29.md) — 100% (state senate)
+- [PA House District 107](/us/states/pa/districts/house/107.md) — 32% (state house)
+- [PA House District 124](/us/states/pa/districts/house/124.md) — 31% (state house)
+- [PA House District 123](/us/states/pa/districts/house/123.md) — 24% (state house)
+- [PA House District 116](/us/states/pa/districts/house/116.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/snyder/index.md b/data/jurisdictions/us/states/pa/counties/snyder/index.md
index 2a280cf8c5..919f5e397c 100644
--- a/data/jurisdictions/us/states/pa/counties/snyder/index.md
+++ b/data/jurisdictions/us/states/pa/counties/snyder/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 1035
   bachelors_plus: 7623
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.9953
+  - to: "us/states/pa/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/85"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1035 |
 | Bachelor's or higher | 7623 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 27](/us/states/pa/districts/senate/27.md) — 100% (state senate)
+- [PA House District 85](/us/states/pa/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/somerset/index.md b/data/jurisdictions/us/states/pa/counties/somerset/index.md
index ee166f6010..2bea4e16d2 100644
--- a/data/jurisdictions/us/states/pa/counties/somerset/index.md
+++ b/data/jurisdictions/us/states/pa/counties/somerset/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 13
   hispanic: 1127
   bachelors_plus: 13240
+districts:
+  - to: "us/states/pa/districts/14"
+    rel: in-district
+    area_weight: 0.9829
+  - to: "us/states/pa/districts/13"
+    rel: in-district
+    area_weight: 0.0169
+  - to: "us/states/pa/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/69"
+    rel: in-district
+    area_weight: 0.9352
+  - to: "us/states/pa/districts/house/71"
+    rel: in-district
+    area_weight: 0.0645
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1127 |
 | Bachelor's or higher | 13240 |
 
+## Districts
+
+- [PA-14](/us/states/pa/districts/14.md) — 98% (congressional)
+- [PA-13](/us/states/pa/districts/13.md) — 2% (congressional)
+- [PA Senate District 32](/us/states/pa/districts/senate/32.md) — 100% (state senate)
+- [PA House District 69](/us/states/pa/districts/house/69.md) — 94% (state house)
+- [PA House District 71](/us/states/pa/districts/house/71.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/sullivan/index.md b/data/jurisdictions/us/states/pa/counties/sullivan/index.md
index cfd9651a2c..ba78e0b4a4 100644
--- a/data/jurisdictions/us/states/pa/counties/sullivan/index.md
+++ b/data/jurisdictions/us/states/pa/counties/sullivan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 18
   hispanic: 138
   bachelors_plus: 1442
+districts:
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/84"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 138 |
 | Bachelor's or higher | 1442 |
 
+## Districts
+
+- [PA-09](/us/states/pa/districts/09.md) — 100% (congressional)
+- [PA Senate District 23](/us/states/pa/districts/senate/23.md) — 100% (state senate)
+- [PA House District 84](/us/states/pa/districts/house/84.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/susquehanna/index.md b/data/jurisdictions/us/states/pa/counties/susquehanna/index.md
index 27f07259df..a92f491ff0 100644
--- a/data/jurisdictions/us/states/pa/counties/susquehanna/index.md
+++ b/data/jurisdictions/us/states/pa/counties/susquehanna/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 31
   hispanic: 924
   bachelors_plus: 7591
+districts:
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/111"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 924 |
 | Bachelor's or higher | 7591 |
 
+## Districts
+
+- [PA-09](/us/states/pa/districts/09.md) — 100% (congressional)
+- [PA Senate District 20](/us/states/pa/districts/senate/20.md) — 100% (state senate)
+- [PA House District 111](/us/states/pa/districts/house/111.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/tioga/index.md b/data/jurisdictions/us/states/pa/counties/tioga/index.md
index a73e62cd2f..4a4109c045 100644
--- a/data/jurisdictions/us/states/pa/counties/tioga/index.md
+++ b/data/jurisdictions/us/states/pa/counties/tioga/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 694
   bachelors_plus: 9266
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/pa/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/68"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 694 |
 | Bachelor's or higher | 9266 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 23](/us/states/pa/districts/senate/23.md) — 100% (state senate)
+- [PA House District 68](/us/states/pa/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/union/index.md b/data/jurisdictions/us/states/pa/counties/union/index.md
index c2e2085267..f124fe035e 100644
--- a/data/jurisdictions/us/states/pa/counties/union/index.md
+++ b/data/jurisdictions/us/states/pa/counties/union/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 58
   hispanic: 2147
   bachelors_plus: 11230
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/pa/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/pa/districts/house/76"
+    rel: in-district
+    area_weight: 0.7225
+  - to: "us/states/pa/districts/house/83"
+    rel: in-district
+    area_weight: 0.1939
+  - to: "us/states/pa/districts/house/85"
+    rel: in-district
+    area_weight: 0.0833
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2147 |
 | Bachelor's or higher | 11230 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 23](/us/states/pa/districts/senate/23.md) — 100% (state senate)
+- [PA House District 76](/us/states/pa/districts/house/76.md) — 72% (state house)
+- [PA House District 83](/us/states/pa/districts/house/83.md) — 19% (state house)
+- [PA House District 85](/us/states/pa/districts/house/85.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/venango/index.md b/data/jurisdictions/us/states/pa/counties/venango/index.md
index 34e581bf0c..c242af1e4e 100644
--- a/data/jurisdictions/us/states/pa/counties/venango/index.md
+++ b/data/jurisdictions/us/states/pa/counties/venango/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 45
   hispanic: 639
   bachelors_plus: 9588
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.6865
+  - to: "us/states/pa/districts/16"
+    rel: in-district
+    area_weight: 0.3135
+  - to: "us/states/pa/districts/senate/21"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/house/64"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 639 |
 | Bachelor's or higher | 9588 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 69% (congressional)
+- [PA-16](/us/states/pa/districts/16.md) — 31% (congressional)
+- [PA Senate District 21](/us/states/pa/districts/senate/21.md) — 100% (state senate)
+- [PA House District 64](/us/states/pa/districts/house/64.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/warren/index.md b/data/jurisdictions/us/states/pa/counties/warren/index.md
index a37556125d..538cced432 100644
--- a/data/jurisdictions/us/states/pa/counties/warren/index.md
+++ b/data/jurisdictions/us/states/pa/counties/warren/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 481
   bachelors_plus: 7533
+districts:
+  - to: "us/states/pa/districts/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/pa/districts/house/65"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 481 |
 | Bachelor's or higher | 7533 |
 
+## Districts
+
+- [PA-15](/us/states/pa/districts/15.md) — 100% (congressional)
+- [PA Senate District 21](/us/states/pa/districts/senate/21.md) — 100% (state senate)
+- [PA House District 65](/us/states/pa/districts/house/65.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/washington/index.md b/data/jurisdictions/us/states/pa/counties/washington/index.md
index c319a95950..3142d9772e 100644
--- a/data/jurisdictions/us/states/pa/counties/washington/index.md
+++ b/data/jurisdictions/us/states/pa/counties/washington/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 178
   hispanic: 4335
   bachelors_plus: 69127
+districts:
+  - to: "us/states/pa/districts/14"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/pa/districts/senate/46"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/pa/districts/house/48"
+    rel: in-district
+    area_weight: 0.3615
+  - to: "us/states/pa/districts/house/15"
+    rel: in-district
+    area_weight: 0.3377
+  - to: "us/states/pa/districts/house/50"
+    rel: in-district
+    area_weight: 0.1415
+  - to: "us/states/pa/districts/house/46"
+    rel: in-district
+    area_weight: 0.1088
+  - to: "us/states/pa/districts/house/39"
+    rel: in-district
+    area_weight: 0.0275
+  - to: "us/states/pa/districts/house/40"
+    rel: in-district
+    area_weight: 0.0229
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 4335 |
 | Bachelor's or higher | 69127 |
 
+## Districts
+
+- [PA-14](/us/states/pa/districts/14.md) — 100% (congressional)
+- [PA Senate District 46](/us/states/pa/districts/senate/46.md) — 100% (state senate)
+- [PA House District 48](/us/states/pa/districts/house/48.md) — 36% (state house)
+- [PA House District 15](/us/states/pa/districts/house/15.md) — 34% (state house)
+- [PA House District 50](/us/states/pa/districts/house/50.md) — 14% (state house)
+- [PA House District 46](/us/states/pa/districts/house/46.md) — 11% (state house)
+- [PA House District 39](/us/states/pa/districts/house/39.md) — 3% (state house)
+- [PA House District 40](/us/states/pa/districts/house/40.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/wayne/index.md b/data/jurisdictions/us/states/pa/counties/wayne/index.md
index 0a08bdf382..dc9aee5f72 100644
--- a/data/jurisdictions/us/states/pa/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/pa/counties/wayne/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 88
   hispanic: 2638
   bachelors_plus: 13213
+districts:
+  - to: "us/states/pa/districts/08"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/pa/districts/senate/20"
+    rel: in-district
+    area_weight: 0.7224
+  - to: "us/states/pa/districts/senate/40"
+    rel: in-district
+    area_weight: 0.2771
+  - to: "us/states/pa/districts/house/111"
+    rel: in-district
+    area_weight: 0.7117
+  - to: "us/states/pa/districts/house/139"
+    rel: in-district
+    area_weight: 0.2878
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2638 |
 | Bachelor's or higher | 13213 |
 
+## Districts
+
+- [PA-08](/us/states/pa/districts/08.md) — 100% (congressional)
+- [PA Senate District 20](/us/states/pa/districts/senate/20.md) — 72% (state senate)
+- [PA Senate District 40](/us/states/pa/districts/senate/40.md) — 28% (state senate)
+- [PA House District 111](/us/states/pa/districts/house/111.md) — 71% (state house)
+- [PA House District 139](/us/states/pa/districts/house/139.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/westmoreland/index.md b/data/jurisdictions/us/states/pa/counties/westmoreland/index.md
index ca4f4448ef..41ece3a6e6 100644
--- a/data/jurisdictions/us/states/pa/counties/westmoreland/index.md
+++ b/data/jurisdictions/us/states/pa/counties/westmoreland/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 295
   hispanic: 5692
   bachelors_plus: 117251
+districts:
+  - to: "us/states/pa/districts/14"
+    rel: in-district
+    area_weight: 0.8498
+  - to: "us/states/pa/districts/12"
+    rel: in-district
+    area_weight: 0.149
+  - to: "us/states/pa/districts/senate/39"
+    rel: in-district
+    area_weight: 0.5846
+  - to: "us/states/pa/districts/senate/41"
+    rel: in-district
+    area_weight: 0.414
+  - to: "us/states/pa/districts/house/59"
+    rel: in-district
+    area_weight: 0.4402
+  - to: "us/states/pa/districts/house/55"
+    rel: in-district
+    area_weight: 0.2158
+  - to: "us/states/pa/districts/house/58"
+    rel: in-district
+    area_weight: 0.1602
+  - to: "us/states/pa/districts/house/57"
+    rel: in-district
+    area_weight: 0.0857
+  - to: "us/states/pa/districts/house/56"
+    rel: in-district
+    area_weight: 0.0564
+  - to: "us/states/pa/districts/house/60"
+    rel: in-district
+    area_weight: 0.0413
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5692 |
 | Bachelor's or higher | 117251 |
 
+## Districts
+
+- [PA-14](/us/states/pa/districts/14.md) — 85% (congressional)
+- [PA-12](/us/states/pa/districts/12.md) — 15% (congressional)
+- [PA Senate District 39](/us/states/pa/districts/senate/39.md) — 58% (state senate)
+- [PA Senate District 41](/us/states/pa/districts/senate/41.md) — 41% (state senate)
+- [PA House District 59](/us/states/pa/districts/house/59.md) — 44% (state house)
+- [PA House District 55](/us/states/pa/districts/house/55.md) — 22% (state house)
+- [PA House District 58](/us/states/pa/districts/house/58.md) — 16% (state house)
+- [PA House District 57](/us/states/pa/districts/house/57.md) — 9% (state house)
+- [PA House District 56](/us/states/pa/districts/house/56.md) — 6% (state house)
+- [PA House District 60](/us/states/pa/districts/house/60.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/wyoming/index.md b/data/jurisdictions/us/states/pa/counties/wyoming/index.md
index 64a462186d..d6d17f13b5 100644
--- a/data/jurisdictions/us/states/pa/counties/wyoming/index.md
+++ b/data/jurisdictions/us/states/pa/counties/wyoming/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 30
   hispanic: 658
   bachelors_plus: 5618
+districts:
+  - to: "us/states/pa/districts/09"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/pa/districts/senate/20"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/pa/districts/house/110"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 658 |
 | Bachelor's or higher | 5618 |
 
+## Districts
+
+- [PA-09](/us/states/pa/districts/09.md) — 100% (congressional)
+- [PA Senate District 20](/us/states/pa/districts/senate/20.md) — 100% (state senate)
+- [PA House District 110](/us/states/pa/districts/house/110.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/counties/york/index.md b/data/jurisdictions/us/states/pa/counties/york/index.md
index d3d4657781..d521c4f7e4 100644
--- a/data/jurisdictions/us/states/pa/counties/york/index.md
+++ b/data/jurisdictions/us/states/pa/counties/york/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 644
   hispanic: 44412
   bachelors_plus: 123557
+districts:
+  - to: "us/states/pa/districts/11"
+    rel: in-district
+    area_weight: 0.6137
+  - to: "us/states/pa/districts/10"
+    rel: in-district
+    area_weight: 0.384
+  - to: "us/states/pa/districts/senate/28"
+    rel: in-district
+    area_weight: 0.662
+  - to: "us/states/pa/districts/senate/31"
+    rel: in-district
+    area_weight: 0.3377
+  - to: "us/states/pa/districts/house/92"
+    rel: in-district
+    area_weight: 0.2241
+  - to: "us/states/pa/districts/house/94"
+    rel: in-district
+    area_weight: 0.1982
+  - to: "us/states/pa/districts/house/93"
+    rel: in-district
+    area_weight: 0.172
+  - to: "us/states/pa/districts/house/196"
+    rel: in-district
+    area_weight: 0.1434
+  - to: "us/states/pa/districts/house/169"
+    rel: in-district
+    area_weight: 0.1381
+  - to: "us/states/pa/districts/house/47"
+    rel: in-district
+    area_weight: 0.1096
+  - to: "us/states/pa/districts/house/95"
+    rel: in-district
+    area_weight: 0.0142
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, pa]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 44412 |
 | Bachelor's or higher | 123557 |
 
+## Districts
+
+- [PA-11](/us/states/pa/districts/11.md) — 61% (congressional)
+- [PA-10](/us/states/pa/districts/10.md) — 38% (congressional)
+- [PA Senate District 28](/us/states/pa/districts/senate/28.md) — 66% (state senate)
+- [PA Senate District 31](/us/states/pa/districts/senate/31.md) — 34% (state senate)
+- [PA House District 92](/us/states/pa/districts/house/92.md) — 22% (state house)
+- [PA House District 94](/us/states/pa/districts/house/94.md) — 20% (state house)
+- [PA House District 93](/us/states/pa/districts/house/93.md) — 17% (state house)
+- [PA House District 196](/us/states/pa/districts/house/196.md) — 14% (state house)
+- [PA House District 169](/us/states/pa/districts/house/169.md) — 14% (state house)
+- [PA House District 47](/us/states/pa/districts/house/47.md) — 11% (state house)
+- [PA House District 95](/us/states/pa/districts/house/95.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/pa/districts/01.md b/data/jurisdictions/us/states/pa/districts/01.md
index baa283695f..f33ace110a 100644
--- a/data/jurisdictions/us/states/pa/districts/01.md
+++ b/data/jurisdictions/us/states/pa/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 255289
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/02.md b/data/jurisdictions/us/states/pa/districts/02.md
index 49258f9bbf..9c23d8f95a 100644
--- a/data/jurisdictions/us/states/pa/districts/02.md
+++ b/data/jurisdictions/us/states/pa/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 141718
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/03.md b/data/jurisdictions/us/states/pa/districts/03.md
index f4440d15e3..d99e0a8a47 100644
--- a/data/jurisdictions/us/states/pa/districts/03.md
+++ b/data/jurisdictions/us/states/pa/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 245946
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/04.md b/data/jurisdictions/us/states/pa/districts/04.md
index 1901f99625..b6524d50f2 100644
--- a/data/jurisdictions/us/states/pa/districts/04.md
+++ b/data/jurisdictions/us/states/pa/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 287622
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/05.md b/data/jurisdictions/us/states/pa/districts/05.md
index 51d85f59de..9bdbad9325 100644
--- a/data/jurisdictions/us/states/pa/districts/05.md
+++ b/data/jurisdictions/us/states/pa/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 232234
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/06.md b/data/jurisdictions/us/states/pa/districts/06.md
index 582ec022c2..c539a97a74 100644
--- a/data/jurisdictions/us/states/pa/districts/06.md
+++ b/data/jurisdictions/us/states/pa/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 270088
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/07.md b/data/jurisdictions/us/states/pa/districts/07.md
index 958da4cb3d..aac0a156a7 100644
--- a/data/jurisdictions/us/states/pa/districts/07.md
+++ b/data/jurisdictions/us/states/pa/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 184965
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/08.md b/data/jurisdictions/us/states/pa/districts/08.md
index 6bddb2cf1f..e42adf58e7 100644
--- a/data/jurisdictions/us/states/pa/districts/08.md
+++ b/data/jurisdictions/us/states/pa/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 153809
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/09.md b/data/jurisdictions/us/states/pa/districts/09.md
index 32f0703f50..80455226ed 100644
--- a/data/jurisdictions/us/states/pa/districts/09.md
+++ b/data/jurisdictions/us/states/pa/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 131490
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/10.md b/data/jurisdictions/us/states/pa/districts/10.md
index 4370a9985c..f18830e986 100644
--- a/data/jurisdictions/us/states/pa/districts/10.md
+++ b/data/jurisdictions/us/states/pa/districts/10.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 198372
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/11.md b/data/jurisdictions/us/states/pa/districts/11.md
index 996bd5124a..219a6833b1 100644
--- a/data/jurisdictions/us/states/pa/districts/11.md
+++ b/data/jurisdictions/us/states/pa/districts/11.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 178292
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/12.md b/data/jurisdictions/us/states/pa/districts/12.md
index 0d77d3f8c5..50cdfdbae3 100644
--- a/data/jurisdictions/us/states/pa/districts/12.md
+++ b/data/jurisdictions/us/states/pa/districts/12.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 244396
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/13.md b/data/jurisdictions/us/states/pa/districts/13.md
index 5eed3a1a67..0fda1108b7 100644
--- a/data/jurisdictions/us/states/pa/districts/13.md
+++ b/data/jurisdictions/us/states/pa/districts/13.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 128862
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/14.md b/data/jurisdictions/us/states/pa/districts/14.md
index 55b9ede20b..d1f254f4b5 100644
--- a/data/jurisdictions/us/states/pa/districts/14.md
+++ b/data/jurisdictions/us/states/pa/districts/14.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 147618
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/15.md b/data/jurisdictions/us/states/pa/districts/15.md
index d9f255c919..a8c8cebb88 100644
--- a/data/jurisdictions/us/states/pa/districts/15.md
+++ b/data/jurisdictions/us/states/pa/districts/15.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 139416
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/16.md b/data/jurisdictions/us/states/pa/districts/16.md
index d9c85bae5c..744119e444 100644
--- a/data/jurisdictions/us/states/pa/districts/16.md
+++ b/data/jurisdictions/us/states/pa/districts/16.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 168827
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/17.md b/data/jurisdictions/us/states/pa/districts/17.md
index 81532cd824..2a8575d9e9 100644
--- a/data/jurisdictions/us/states/pa/districts/17.md
+++ b/data/jurisdictions/us/states/pa/districts/17.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 260566
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, pa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/pa/districts/house/1.md b/data/jurisdictions/us/states/pa/districts/house/1.md
new file mode 100644
index 0000000000..f424989171
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 1"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 1
+
+State House district 1 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/10.md b/data/jurisdictions/us/states/pa/districts/house/10.md
new file mode 100644
index 0000000000..a754e7b773
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 10"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 10
+
+State House district 10 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/100.md b/data/jurisdictions/us/states/pa/districts/house/100.md
new file mode 100644
index 0000000000..c86c6b616b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 100"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 100
+
+State House district 100 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/101.md b/data/jurisdictions/us/states/pa/districts/house/101.md
new file mode 100644
index 0000000000..ff5ddcf9d1
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 101"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 101
+
+State House district 101 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/102.md b/data/jurisdictions/us/states/pa/districts/house/102.md
new file mode 100644
index 0000000000..ed0fbe36b5
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 102"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 102
+
+State House district 102 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/103.md b/data/jurisdictions/us/states/pa/districts/house/103.md
new file mode 100644
index 0000000000..fba20a1c58
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 103"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 103
+
+State House district 103 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/104.md b/data/jurisdictions/us/states/pa/districts/house/104.md
new file mode 100644
index 0000000000..8575ae0525
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 104"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 104
+
+State House district 104 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/105.md b/data/jurisdictions/us/states/pa/districts/house/105.md
new file mode 100644
index 0000000000..d83feaa103
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 105"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 105
+
+State House district 105 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/106.md b/data/jurisdictions/us/states/pa/districts/house/106.md
new file mode 100644
index 0000000000..c3dbeb2f24
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 106"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 106
+
+State House district 106 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/107.md b/data/jurisdictions/us/states/pa/districts/house/107.md
new file mode 100644
index 0000000000..bc9cf52cc8
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 107"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 107
+
+State House district 107 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/108.md b/data/jurisdictions/us/states/pa/districts/house/108.md
new file mode 100644
index 0000000000..173e9213ad
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 108"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 108
+
+State House district 108 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/109.md b/data/jurisdictions/us/states/pa/districts/house/109.md
new file mode 100644
index 0000000000..a4ab5b9518
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 109"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 109
+
+State House district 109 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/11.md b/data/jurisdictions/us/states/pa/districts/house/11.md
new file mode 100644
index 0000000000..52c47a49d8
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 11"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 11
+
+State House district 11 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/110.md b/data/jurisdictions/us/states/pa/districts/house/110.md
new file mode 100644
index 0000000000..80cd7c9094
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 110"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 110
+
+State House district 110 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/111.md b/data/jurisdictions/us/states/pa/districts/house/111.md
new file mode 100644
index 0000000000..a23b517782
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 111"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 111
+
+State House district 111 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/112.md b/data/jurisdictions/us/states/pa/districts/house/112.md
new file mode 100644
index 0000000000..1d3515d33e
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 112"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 112
+
+State House district 112 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/113.md b/data/jurisdictions/us/states/pa/districts/house/113.md
new file mode 100644
index 0000000000..4d71c6886c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 113"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 113
+
+State House district 113 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/114.md b/data/jurisdictions/us/states/pa/districts/house/114.md
new file mode 100644
index 0000000000..dc4f8e2250
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 114"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 114
+
+State House district 114 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/115.md b/data/jurisdictions/us/states/pa/districts/house/115.md
new file mode 100644
index 0000000000..022a45ca92
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 115"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 115
+
+State House district 115 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/116.md b/data/jurisdictions/us/states/pa/districts/house/116.md
new file mode 100644
index 0000000000..25fd2ad6d6
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 116"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 116
+
+State House district 116 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/117.md b/data/jurisdictions/us/states/pa/districts/house/117.md
new file mode 100644
index 0000000000..e6105e4ec7
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 117"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 117
+
+State House district 117 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/118.md b/data/jurisdictions/us/states/pa/districts/house/118.md
new file mode 100644
index 0000000000..460fec93c3
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 118"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 118
+
+State House district 118 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/119.md b/data/jurisdictions/us/states/pa/districts/house/119.md
new file mode 100644
index 0000000000..297f243070
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 119"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 119
+
+State House district 119 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/120.md b/data/jurisdictions/us/states/pa/districts/house/120.md
new file mode 100644
index 0000000000..edb81292af
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 120"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 120
+
+State House district 120 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/121.md b/data/jurisdictions/us/states/pa/districts/house/121.md
new file mode 100644
index 0000000000..9b1d411b81
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/121.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 121"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "121"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 121
+
+State House district 121 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/122.md b/data/jurisdictions/us/states/pa/districts/house/122.md
new file mode 100644
index 0000000000..a7c0ba3a53
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/122.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 122"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "122"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 122
+
+State House district 122 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/123.md b/data/jurisdictions/us/states/pa/districts/house/123.md
new file mode 100644
index 0000000000..dd02913246
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/123.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 123"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "123"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 123
+
+State House district 123 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/124.md b/data/jurisdictions/us/states/pa/districts/house/124.md
new file mode 100644
index 0000000000..1d448fd77d
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/124.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 124"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "124"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 124
+
+State House district 124 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/125.md b/data/jurisdictions/us/states/pa/districts/house/125.md
new file mode 100644
index 0000000000..7473071c64
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/125.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 125"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "125"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 125
+
+State House district 125 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/126.md b/data/jurisdictions/us/states/pa/districts/house/126.md
new file mode 100644
index 0000000000..db396efbf6
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/126.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 126"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "126"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 126
+
+State House district 126 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/127.md b/data/jurisdictions/us/states/pa/districts/house/127.md
new file mode 100644
index 0000000000..b0822a66ba
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/127.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 127"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "127"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 127
+
+State House district 127 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/128.md b/data/jurisdictions/us/states/pa/districts/house/128.md
new file mode 100644
index 0000000000..deb54b7875
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/128.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 128"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "128"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 128
+
+State House district 128 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/129.md b/data/jurisdictions/us/states/pa/districts/house/129.md
new file mode 100644
index 0000000000..7e859293f8
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/129.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 129"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "129"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 129
+
+State House district 129 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/13.md b/data/jurisdictions/us/states/pa/districts/house/13.md
new file mode 100644
index 0000000000..22c4e25704
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 13"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 13
+
+State House district 13 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/130.md b/data/jurisdictions/us/states/pa/districts/house/130.md
new file mode 100644
index 0000000000..197c0c8740
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/130.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 130"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "130"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 130
+
+State House district 130 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/131.md b/data/jurisdictions/us/states/pa/districts/house/131.md
new file mode 100644
index 0000000000..5665ff4aca
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/131.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 131"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "131"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 131
+
+State House district 131 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/132.md b/data/jurisdictions/us/states/pa/districts/house/132.md
new file mode 100644
index 0000000000..62c0ec567b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/132.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 132"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "132"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 132
+
+State House district 132 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/133.md b/data/jurisdictions/us/states/pa/districts/house/133.md
new file mode 100644
index 0000000000..ad1a500c78
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/133.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 133"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "133"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 133
+
+State House district 133 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/134.md b/data/jurisdictions/us/states/pa/districts/house/134.md
new file mode 100644
index 0000000000..235f6cae14
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/134.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 134"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "134"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 134
+
+State House district 134 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/135.md b/data/jurisdictions/us/states/pa/districts/house/135.md
new file mode 100644
index 0000000000..8188fe559f
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/135.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 135"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "135"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 135
+
+State House district 135 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/136.md b/data/jurisdictions/us/states/pa/districts/house/136.md
new file mode 100644
index 0000000000..59b05b0daf
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/136.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 136"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "136"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 136
+
+State House district 136 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/137.md b/data/jurisdictions/us/states/pa/districts/house/137.md
new file mode 100644
index 0000000000..594b299e45
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/137.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 137"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "137"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 137
+
+State House district 137 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/138.md b/data/jurisdictions/us/states/pa/districts/house/138.md
new file mode 100644
index 0000000000..66c57414ef
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/138.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 138"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "138"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 138
+
+State House district 138 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/139.md b/data/jurisdictions/us/states/pa/districts/house/139.md
new file mode 100644
index 0000000000..e06e0d823b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/139.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 139"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "139"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 139
+
+State House district 139 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/14.md b/data/jurisdictions/us/states/pa/districts/house/14.md
new file mode 100644
index 0000000000..87696237c1
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 14"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 14
+
+State House district 14 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/140.md b/data/jurisdictions/us/states/pa/districts/house/140.md
new file mode 100644
index 0000000000..4d0c4dc058
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/140.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 140"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "140"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 140
+
+State House district 140 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/141.md b/data/jurisdictions/us/states/pa/districts/house/141.md
new file mode 100644
index 0000000000..3a858e7324
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/141.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 141"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "141"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 141
+
+State House district 141 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/142.md b/data/jurisdictions/us/states/pa/districts/house/142.md
new file mode 100644
index 0000000000..b0e0a923b4
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/142.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 142"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "142"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 142
+
+State House district 142 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/143.md b/data/jurisdictions/us/states/pa/districts/house/143.md
new file mode 100644
index 0000000000..6085a697e0
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/143.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 143"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "143"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 143
+
+State House district 143 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/144.md b/data/jurisdictions/us/states/pa/districts/house/144.md
new file mode 100644
index 0000000000..f9335e029c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/144.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 144"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "144"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 144
+
+State House district 144 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/145.md b/data/jurisdictions/us/states/pa/districts/house/145.md
new file mode 100644
index 0000000000..219a73014b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/145.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 145"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "145"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 145
+
+State House district 145 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/146.md b/data/jurisdictions/us/states/pa/districts/house/146.md
new file mode 100644
index 0000000000..d79a61c629
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/146.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 146"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "146"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 146
+
+State House district 146 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/147.md b/data/jurisdictions/us/states/pa/districts/house/147.md
new file mode 100644
index 0000000000..c4cfca8f1b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/147.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 147"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "147"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 147
+
+State House district 147 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/148.md b/data/jurisdictions/us/states/pa/districts/house/148.md
new file mode 100644
index 0000000000..429cc320d4
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/148.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 148"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "148"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 148
+
+State House district 148 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/149.md b/data/jurisdictions/us/states/pa/districts/house/149.md
new file mode 100644
index 0000000000..1930060bd2
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/149.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 149"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "149"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 149
+
+State House district 149 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/15.md b/data/jurisdictions/us/states/pa/districts/house/15.md
new file mode 100644
index 0000000000..62bd1afb8f
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 15"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 15
+
+State House district 15 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/150.md b/data/jurisdictions/us/states/pa/districts/house/150.md
new file mode 100644
index 0000000000..3a16589fc2
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/150.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 150"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "150"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 150
+
+State House district 150 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/151.md b/data/jurisdictions/us/states/pa/districts/house/151.md
new file mode 100644
index 0000000000..0bd10f01e0
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/151.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 151"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "151"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 151
+
+State House district 151 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/152.md b/data/jurisdictions/us/states/pa/districts/house/152.md
new file mode 100644
index 0000000000..91300566ba
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/152.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 152"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "152"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 152
+
+State House district 152 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/153.md b/data/jurisdictions/us/states/pa/districts/house/153.md
new file mode 100644
index 0000000000..273ab9d394
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/153.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 153"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "153"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 153
+
+State House district 153 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/154.md b/data/jurisdictions/us/states/pa/districts/house/154.md
new file mode 100644
index 0000000000..146ddc27e6
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/154.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 154"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "154"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 154
+
+State House district 154 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/155.md b/data/jurisdictions/us/states/pa/districts/house/155.md
new file mode 100644
index 0000000000..c1293a9a52
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/155.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 155"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "155"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 155
+
+State House district 155 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/156.md b/data/jurisdictions/us/states/pa/districts/house/156.md
new file mode 100644
index 0000000000..f9033fc9ad
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/156.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 156"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "156"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 156
+
+State House district 156 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/157.md b/data/jurisdictions/us/states/pa/districts/house/157.md
new file mode 100644
index 0000000000..df0eee5fa9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/157.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 157"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "157"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 157
+
+State House district 157 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/158.md b/data/jurisdictions/us/states/pa/districts/house/158.md
new file mode 100644
index 0000000000..ab30789b4a
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/158.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 158"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "158"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 158
+
+State House district 158 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/159.md b/data/jurisdictions/us/states/pa/districts/house/159.md
new file mode 100644
index 0000000000..c768e844d6
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/159.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 159"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "159"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 159
+
+State House district 159 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/16.md b/data/jurisdictions/us/states/pa/districts/house/16.md
new file mode 100644
index 0000000000..eb0f07fe72
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 16"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 16
+
+State House district 16 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/160.md b/data/jurisdictions/us/states/pa/districts/house/160.md
new file mode 100644
index 0000000000..a8da98b8af
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/160.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 160"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "160"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 160
+
+State House district 160 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/161.md b/data/jurisdictions/us/states/pa/districts/house/161.md
new file mode 100644
index 0000000000..bb7667ca6c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/161.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 161"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "161"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 161
+
+State House district 161 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/162.md b/data/jurisdictions/us/states/pa/districts/house/162.md
new file mode 100644
index 0000000000..c26fa7ef20
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/162.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 162"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "162"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 162
+
+State House district 162 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/163.md b/data/jurisdictions/us/states/pa/districts/house/163.md
new file mode 100644
index 0000000000..8e70bda0b8
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/163.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 163"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "163"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 163
+
+State House district 163 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/164.md b/data/jurisdictions/us/states/pa/districts/house/164.md
new file mode 100644
index 0000000000..eef4e00006
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/164.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 164"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "164"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 164
+
+State House district 164 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/165.md b/data/jurisdictions/us/states/pa/districts/house/165.md
new file mode 100644
index 0000000000..4b600f3059
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/165.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 165"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "165"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 165
+
+State House district 165 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/166.md b/data/jurisdictions/us/states/pa/districts/house/166.md
new file mode 100644
index 0000000000..e1028baa39
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/166.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 166"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "166"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 166
+
+State House district 166 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/167.md b/data/jurisdictions/us/states/pa/districts/house/167.md
new file mode 100644
index 0000000000..d0ffdb4d7f
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/167.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 167"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "167"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 167
+
+State House district 167 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/168.md b/data/jurisdictions/us/states/pa/districts/house/168.md
new file mode 100644
index 0000000000..32d403611b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/168.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 168"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "168"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 168
+
+State House district 168 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/169.md b/data/jurisdictions/us/states/pa/districts/house/169.md
new file mode 100644
index 0000000000..815817ad10
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/169.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 169"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "169"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 169
+
+State House district 169 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/17.md b/data/jurisdictions/us/states/pa/districts/house/17.md
new file mode 100644
index 0000000000..348fe2f1ad
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 17"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 17
+
+State House district 17 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/170.md b/data/jurisdictions/us/states/pa/districts/house/170.md
new file mode 100644
index 0000000000..2ded345216
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/170.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 170"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "170"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 170
+
+State House district 170 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/171.md b/data/jurisdictions/us/states/pa/districts/house/171.md
new file mode 100644
index 0000000000..d02d0ce296
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/171.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 171"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "171"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 171
+
+State House district 171 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/172.md b/data/jurisdictions/us/states/pa/districts/house/172.md
new file mode 100644
index 0000000000..69359c42b3
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/172.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 172"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "172"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 172
+
+State House district 172 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/173.md b/data/jurisdictions/us/states/pa/districts/house/173.md
new file mode 100644
index 0000000000..eabed7409a
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/173.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 173"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "173"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 173
+
+State House district 173 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/174.md b/data/jurisdictions/us/states/pa/districts/house/174.md
new file mode 100644
index 0000000000..67938ce6c5
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/174.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 174"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "174"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 174
+
+State House district 174 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/175.md b/data/jurisdictions/us/states/pa/districts/house/175.md
new file mode 100644
index 0000000000..516e209f12
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/175.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 175"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "175"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 175
+
+State House district 175 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/176.md b/data/jurisdictions/us/states/pa/districts/house/176.md
new file mode 100644
index 0000000000..5039dfc016
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/176.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 176"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "176"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 176
+
+State House district 176 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/177.md b/data/jurisdictions/us/states/pa/districts/house/177.md
new file mode 100644
index 0000000000..9eb60fc9f9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/177.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 177"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "177"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 177
+
+State House district 177 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/178.md b/data/jurisdictions/us/states/pa/districts/house/178.md
new file mode 100644
index 0000000000..595a355caf
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/178.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 178"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "178"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 178
+
+State House district 178 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/179.md b/data/jurisdictions/us/states/pa/districts/house/179.md
new file mode 100644
index 0000000000..5fb423e1f6
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/179.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 179"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "179"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 179
+
+State House district 179 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/18.md b/data/jurisdictions/us/states/pa/districts/house/18.md
new file mode 100644
index 0000000000..3c7716cd31
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 18"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 18
+
+State House district 18 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/180.md b/data/jurisdictions/us/states/pa/districts/house/180.md
new file mode 100644
index 0000000000..01d8c35492
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/180.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 180"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "180"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 180
+
+State House district 180 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/181.md b/data/jurisdictions/us/states/pa/districts/house/181.md
new file mode 100644
index 0000000000..58079d45b8
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/181.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 181"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "181"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 181
+
+State House district 181 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/182.md b/data/jurisdictions/us/states/pa/districts/house/182.md
new file mode 100644
index 0000000000..bf89c21d2b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/182.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 182"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "182"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 182
+
+State House district 182 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/183.md b/data/jurisdictions/us/states/pa/districts/house/183.md
new file mode 100644
index 0000000000..cbd607865a
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/183.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 183"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "183"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 183
+
+State House district 183 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/184.md b/data/jurisdictions/us/states/pa/districts/house/184.md
new file mode 100644
index 0000000000..fde64f84ce
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/184.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 184"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "184"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 184
+
+State House district 184 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/185.md b/data/jurisdictions/us/states/pa/districts/house/185.md
new file mode 100644
index 0000000000..9d99588e32
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/185.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 185"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "185"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 185
+
+State House district 185 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/186.md b/data/jurisdictions/us/states/pa/districts/house/186.md
new file mode 100644
index 0000000000..ec97f94419
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/186.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 186"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "186"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 186
+
+State House district 186 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/187.md b/data/jurisdictions/us/states/pa/districts/house/187.md
new file mode 100644
index 0000000000..e25a1ee273
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/187.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 187"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "187"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 187
+
+State House district 187 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/188.md b/data/jurisdictions/us/states/pa/districts/house/188.md
new file mode 100644
index 0000000000..a8c72b81f3
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/188.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 188"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "188"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 188
+
+State House district 188 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/189.md b/data/jurisdictions/us/states/pa/districts/house/189.md
new file mode 100644
index 0000000000..b5d7a07394
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/189.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 189"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "189"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 189
+
+State House district 189 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/19.md b/data/jurisdictions/us/states/pa/districts/house/19.md
new file mode 100644
index 0000000000..3c33354f7a
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 19"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 19
+
+State House district 19 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/190.md b/data/jurisdictions/us/states/pa/districts/house/190.md
new file mode 100644
index 0000000000..9adea5a9d9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/190.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 190"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "190"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 190
+
+State House district 190 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/191.md b/data/jurisdictions/us/states/pa/districts/house/191.md
new file mode 100644
index 0000000000..8aab00b9c8
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/191.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 191"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "191"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 191
+
+State House district 191 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/192.md b/data/jurisdictions/us/states/pa/districts/house/192.md
new file mode 100644
index 0000000000..b1f9c59dec
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/192.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 192"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "192"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 192
+
+State House district 192 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/193.md b/data/jurisdictions/us/states/pa/districts/house/193.md
new file mode 100644
index 0000000000..13674dca6c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/193.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 193"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "193"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 193
+
+State House district 193 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/194.md b/data/jurisdictions/us/states/pa/districts/house/194.md
new file mode 100644
index 0000000000..cec5cdb1af
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/194.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 194"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "194"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 194
+
+State House district 194 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/195.md b/data/jurisdictions/us/states/pa/districts/house/195.md
new file mode 100644
index 0000000000..b4f5ec1707
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/195.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 195"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "195"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 195
+
+State House district 195 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/196.md b/data/jurisdictions/us/states/pa/districts/house/196.md
new file mode 100644
index 0000000000..a65ebdb9f4
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/196.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 196"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "196"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 196
+
+State House district 196 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/197.md b/data/jurisdictions/us/states/pa/districts/house/197.md
new file mode 100644
index 0000000000..62b8839f89
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/197.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 197"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "197"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 197
+
+State House district 197 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/198.md b/data/jurisdictions/us/states/pa/districts/house/198.md
new file mode 100644
index 0000000000..5bb1297e70
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/198.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 198"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "198"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 198
+
+State House district 198 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/199.md b/data/jurisdictions/us/states/pa/districts/house/199.md
new file mode 100644
index 0000000000..b9d9ae4efa
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/199.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 199"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "199"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 199
+
+State House district 199 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/2.md b/data/jurisdictions/us/states/pa/districts/house/2.md
new file mode 100644
index 0000000000..7cf2158229
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 2"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 2
+
+State House district 2 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/20.md b/data/jurisdictions/us/states/pa/districts/house/20.md
new file mode 100644
index 0000000000..fdf66b6b9d
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 20"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 20
+
+State House district 20 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/200.md b/data/jurisdictions/us/states/pa/districts/house/200.md
new file mode 100644
index 0000000000..1dcaa6d2eb
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/200.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 200"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "200"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 200
+
+State House district 200 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/201.md b/data/jurisdictions/us/states/pa/districts/house/201.md
new file mode 100644
index 0000000000..a81e002326
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/201.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 201"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "201"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 201
+
+State House district 201 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/202.md b/data/jurisdictions/us/states/pa/districts/house/202.md
new file mode 100644
index 0000000000..79201a3901
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/202.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 202"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "202"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 202
+
+State House district 202 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/203.md b/data/jurisdictions/us/states/pa/districts/house/203.md
new file mode 100644
index 0000000000..3272d4bd51
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/203.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 203"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "203"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 203
+
+State House district 203 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/21.md b/data/jurisdictions/us/states/pa/districts/house/21.md
new file mode 100644
index 0000000000..a9ac5397fd
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 21"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 21
+
+State House district 21 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/22.md b/data/jurisdictions/us/states/pa/districts/house/22.md
new file mode 100644
index 0000000000..f0828203b2
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 22"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 22
+
+State House district 22 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/23.md b/data/jurisdictions/us/states/pa/districts/house/23.md
new file mode 100644
index 0000000000..d8c5014715
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 23"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 23
+
+State House district 23 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/24.md b/data/jurisdictions/us/states/pa/districts/house/24.md
new file mode 100644
index 0000000000..6cb71e5685
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 24"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 24
+
+State House district 24 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/25.md b/data/jurisdictions/us/states/pa/districts/house/25.md
new file mode 100644
index 0000000000..6d499c3daa
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 25"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 25
+
+State House district 25 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/26.md b/data/jurisdictions/us/states/pa/districts/house/26.md
new file mode 100644
index 0000000000..0e368e7a24
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 26"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 26
+
+State House district 26 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/27.md b/data/jurisdictions/us/states/pa/districts/house/27.md
new file mode 100644
index 0000000000..5931ac9c63
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 27"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 27
+
+State House district 27 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/28.md b/data/jurisdictions/us/states/pa/districts/house/28.md
new file mode 100644
index 0000000000..52c132f95d
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 28"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 28
+
+State House district 28 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/29.md b/data/jurisdictions/us/states/pa/districts/house/29.md
new file mode 100644
index 0000000000..d37411f6fd
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 29"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 29
+
+State House district 29 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/3.md b/data/jurisdictions/us/states/pa/districts/house/3.md
new file mode 100644
index 0000000000..c6df74a737
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 3"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 3
+
+State House district 3 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/30.md b/data/jurisdictions/us/states/pa/districts/house/30.md
new file mode 100644
index 0000000000..acd8478a46
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 30"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 30
+
+State House district 30 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/31.md b/data/jurisdictions/us/states/pa/districts/house/31.md
new file mode 100644
index 0000000000..3848835f4f
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 31"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 31
+
+State House district 31 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/32.md b/data/jurisdictions/us/states/pa/districts/house/32.md
new file mode 100644
index 0000000000..4a887a83c3
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 32"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 32
+
+State House district 32 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/33.md b/data/jurisdictions/us/states/pa/districts/house/33.md
new file mode 100644
index 0000000000..c108abe246
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 33"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 33
+
+State House district 33 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/34.md b/data/jurisdictions/us/states/pa/districts/house/34.md
new file mode 100644
index 0000000000..42a65a8475
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 34"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 34
+
+State House district 34 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/35.md b/data/jurisdictions/us/states/pa/districts/house/35.md
new file mode 100644
index 0000000000..92df55b4bb
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 35"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 35
+
+State House district 35 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/36.md b/data/jurisdictions/us/states/pa/districts/house/36.md
new file mode 100644
index 0000000000..6117597855
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 36"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 36
+
+State House district 36 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/37.md b/data/jurisdictions/us/states/pa/districts/house/37.md
new file mode 100644
index 0000000000..82b62e6b90
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 37"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 37
+
+State House district 37 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/38.md b/data/jurisdictions/us/states/pa/districts/house/38.md
new file mode 100644
index 0000000000..d61f5fbe30
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 38"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 38
+
+State House district 38 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/39.md b/data/jurisdictions/us/states/pa/districts/house/39.md
new file mode 100644
index 0000000000..7b33ebc578
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 39"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 39
+
+State House district 39 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/4.md b/data/jurisdictions/us/states/pa/districts/house/4.md
new file mode 100644
index 0000000000..74c2c31867
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 4"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 4
+
+State House district 4 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/40.md b/data/jurisdictions/us/states/pa/districts/house/40.md
new file mode 100644
index 0000000000..287eed1e7a
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 40"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 40
+
+State House district 40 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/41.md b/data/jurisdictions/us/states/pa/districts/house/41.md
new file mode 100644
index 0000000000..78eafa27b2
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 41"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 41
+
+State House district 41 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/42.md b/data/jurisdictions/us/states/pa/districts/house/42.md
new file mode 100644
index 0000000000..cdbabea660
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 42"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 42
+
+State House district 42 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/43.md b/data/jurisdictions/us/states/pa/districts/house/43.md
new file mode 100644
index 0000000000..c9fc6a7343
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 43"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 43
+
+State House district 43 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/44.md b/data/jurisdictions/us/states/pa/districts/house/44.md
new file mode 100644
index 0000000000..716b4047ff
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 44"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 44
+
+State House district 44 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/45.md b/data/jurisdictions/us/states/pa/districts/house/45.md
new file mode 100644
index 0000000000..87300acac6
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 45"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 45
+
+State House district 45 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/46.md b/data/jurisdictions/us/states/pa/districts/house/46.md
new file mode 100644
index 0000000000..64d152808f
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 46"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 46
+
+State House district 46 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/47.md b/data/jurisdictions/us/states/pa/districts/house/47.md
new file mode 100644
index 0000000000..7c4ffa3eb7
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 47"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 47
+
+State House district 47 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/48.md b/data/jurisdictions/us/states/pa/districts/house/48.md
new file mode 100644
index 0000000000..73211d0d03
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 48"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 48
+
+State House district 48 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/49.md b/data/jurisdictions/us/states/pa/districts/house/49.md
new file mode 100644
index 0000000000..b64703da09
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 49"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 49
+
+State House district 49 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/5.md b/data/jurisdictions/us/states/pa/districts/house/5.md
new file mode 100644
index 0000000000..8d1ef7ef40
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 5"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 5
+
+State House district 5 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/50.md b/data/jurisdictions/us/states/pa/districts/house/50.md
new file mode 100644
index 0000000000..944cff4446
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 50"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 50
+
+State House district 50 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/51.md b/data/jurisdictions/us/states/pa/districts/house/51.md
new file mode 100644
index 0000000000..b23756bc1c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 51"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 51
+
+State House district 51 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/52.md b/data/jurisdictions/us/states/pa/districts/house/52.md
new file mode 100644
index 0000000000..06144b7ea6
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 52"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 52
+
+State House district 52 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/53.md b/data/jurisdictions/us/states/pa/districts/house/53.md
new file mode 100644
index 0000000000..e436cb1288
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 53"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 53
+
+State House district 53 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/54.md b/data/jurisdictions/us/states/pa/districts/house/54.md
new file mode 100644
index 0000000000..218f1262c4
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 54"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 54
+
+State House district 54 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/55.md b/data/jurisdictions/us/states/pa/districts/house/55.md
new file mode 100644
index 0000000000..b468ae1092
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 55"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 55
+
+State House district 55 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/56.md b/data/jurisdictions/us/states/pa/districts/house/56.md
new file mode 100644
index 0000000000..5357c1fcaf
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 56"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 56
+
+State House district 56 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/57.md b/data/jurisdictions/us/states/pa/districts/house/57.md
new file mode 100644
index 0000000000..ee7f6b9938
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 57"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 57
+
+State House district 57 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/58.md b/data/jurisdictions/us/states/pa/districts/house/58.md
new file mode 100644
index 0000000000..dd0a499af5
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 58"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 58
+
+State House district 58 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/59.md b/data/jurisdictions/us/states/pa/districts/house/59.md
new file mode 100644
index 0000000000..f2e09eb5a7
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 59"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 59
+
+State House district 59 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/6.md b/data/jurisdictions/us/states/pa/districts/house/6.md
new file mode 100644
index 0000000000..a30cc0315e
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 6"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 6
+
+State House district 6 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/60.md b/data/jurisdictions/us/states/pa/districts/house/60.md
new file mode 100644
index 0000000000..02840023e8
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 60"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 60
+
+State House district 60 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/61.md b/data/jurisdictions/us/states/pa/districts/house/61.md
new file mode 100644
index 0000000000..3e9bb19ce1
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 61"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 61
+
+State House district 61 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/62.md b/data/jurisdictions/us/states/pa/districts/house/62.md
new file mode 100644
index 0000000000..5030470776
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 62"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 62
+
+State House district 62 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/63.md b/data/jurisdictions/us/states/pa/districts/house/63.md
new file mode 100644
index 0000000000..d23cee8f17
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 63"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 63
+
+State House district 63 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/64.md b/data/jurisdictions/us/states/pa/districts/house/64.md
new file mode 100644
index 0000000000..de38c4bf8b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 64"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 64
+
+State House district 64 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/65.md b/data/jurisdictions/us/states/pa/districts/house/65.md
new file mode 100644
index 0000000000..4d8005b2b9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 65"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 65
+
+State House district 65 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/66.md b/data/jurisdictions/us/states/pa/districts/house/66.md
new file mode 100644
index 0000000000..cbef068658
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 66"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 66
+
+State House district 66 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/67.md b/data/jurisdictions/us/states/pa/districts/house/67.md
new file mode 100644
index 0000000000..b030537744
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 67"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 67
+
+State House district 67 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/68.md b/data/jurisdictions/us/states/pa/districts/house/68.md
new file mode 100644
index 0000000000..9140a98aeb
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 68"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 68
+
+State House district 68 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/69.md b/data/jurisdictions/us/states/pa/districts/house/69.md
new file mode 100644
index 0000000000..701ca0e478
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 69"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 69
+
+State House district 69 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/7.md b/data/jurisdictions/us/states/pa/districts/house/7.md
new file mode 100644
index 0000000000..7159c7a1b9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 7"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 7
+
+State House district 7 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/70.md b/data/jurisdictions/us/states/pa/districts/house/70.md
new file mode 100644
index 0000000000..543208c773
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 70"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 70
+
+State House district 70 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/71.md b/data/jurisdictions/us/states/pa/districts/house/71.md
new file mode 100644
index 0000000000..3bf5d06b0d
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 71"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 71
+
+State House district 71 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/72.md b/data/jurisdictions/us/states/pa/districts/house/72.md
new file mode 100644
index 0000000000..4bda21f2c9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 72"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 72
+
+State House district 72 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/73.md b/data/jurisdictions/us/states/pa/districts/house/73.md
new file mode 100644
index 0000000000..32845180b5
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 73"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 73
+
+State House district 73 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/74.md b/data/jurisdictions/us/states/pa/districts/house/74.md
new file mode 100644
index 0000000000..03b1ce3d98
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 74"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 74
+
+State House district 74 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/75.md b/data/jurisdictions/us/states/pa/districts/house/75.md
new file mode 100644
index 0000000000..22084544b9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 75"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 75
+
+State House district 75 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/76.md b/data/jurisdictions/us/states/pa/districts/house/76.md
new file mode 100644
index 0000000000..7f7ff5f27d
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 76"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 76
+
+State House district 76 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/77.md b/data/jurisdictions/us/states/pa/districts/house/77.md
new file mode 100644
index 0000000000..92b8bb34ed
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 77"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 77
+
+State House district 77 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/78.md b/data/jurisdictions/us/states/pa/districts/house/78.md
new file mode 100644
index 0000000000..45cde2f6f7
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 78"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 78
+
+State House district 78 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/79.md b/data/jurisdictions/us/states/pa/districts/house/79.md
new file mode 100644
index 0000000000..3d8496bab9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 79"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 79
+
+State House district 79 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/8.md b/data/jurisdictions/us/states/pa/districts/house/8.md
new file mode 100644
index 0000000000..0e1afd3c38
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 8"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 8
+
+State House district 8 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/80.md b/data/jurisdictions/us/states/pa/districts/house/80.md
new file mode 100644
index 0000000000..cf3e6b82b0
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 80"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 80
+
+State House district 80 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/81.md b/data/jurisdictions/us/states/pa/districts/house/81.md
new file mode 100644
index 0000000000..8226bf24e9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 81"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 81
+
+State House district 81 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/82.md b/data/jurisdictions/us/states/pa/districts/house/82.md
new file mode 100644
index 0000000000..7446a681af
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 82"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 82
+
+State House district 82 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/83.md b/data/jurisdictions/us/states/pa/districts/house/83.md
new file mode 100644
index 0000000000..074cb879e0
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 83"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 83
+
+State House district 83 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/84.md b/data/jurisdictions/us/states/pa/districts/house/84.md
new file mode 100644
index 0000000000..2846dcda65
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 84"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 84
+
+State House district 84 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/85.md b/data/jurisdictions/us/states/pa/districts/house/85.md
new file mode 100644
index 0000000000..4e47042346
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 85"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 85
+
+State House district 85 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/86.md b/data/jurisdictions/us/states/pa/districts/house/86.md
new file mode 100644
index 0000000000..668c83331f
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 86"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 86
+
+State House district 86 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/87.md b/data/jurisdictions/us/states/pa/districts/house/87.md
new file mode 100644
index 0000000000..943ffb1ffe
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 87"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 87
+
+State House district 87 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/88.md b/data/jurisdictions/us/states/pa/districts/house/88.md
new file mode 100644
index 0000000000..661f82882c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 88"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 88
+
+State House district 88 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/89.md b/data/jurisdictions/us/states/pa/districts/house/89.md
new file mode 100644
index 0000000000..2127dd90cc
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 89"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 89
+
+State House district 89 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/9.md b/data/jurisdictions/us/states/pa/districts/house/9.md
new file mode 100644
index 0000000000..ac486e0c9b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 9"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 9
+
+State House district 9 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/90.md b/data/jurisdictions/us/states/pa/districts/house/90.md
new file mode 100644
index 0000000000..0ec2b11701
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 90"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 90
+
+State House district 90 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/91.md b/data/jurisdictions/us/states/pa/districts/house/91.md
new file mode 100644
index 0000000000..b4e4b3bd7a
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 91"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 91
+
+State House district 91 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/92.md b/data/jurisdictions/us/states/pa/districts/house/92.md
new file mode 100644
index 0000000000..7f6e49c7f5
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 92"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 92
+
+State House district 92 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/93.md b/data/jurisdictions/us/states/pa/districts/house/93.md
new file mode 100644
index 0000000000..848a666e2c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 93"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 93
+
+State House district 93 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/94.md b/data/jurisdictions/us/states/pa/districts/house/94.md
new file mode 100644
index 0000000000..3605a729a4
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 94"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 94
+
+State House district 94 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/95.md b/data/jurisdictions/us/states/pa/districts/house/95.md
new file mode 100644
index 0000000000..0778a20400
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 95"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 95
+
+State House district 95 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/96.md b/data/jurisdictions/us/states/pa/districts/house/96.md
new file mode 100644
index 0000000000..5c2d9dde5c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 96"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 96
+
+State House district 96 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/97.md b/data/jurisdictions/us/states/pa/districts/house/97.md
new file mode 100644
index 0000000000..84331e2a22
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 97"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 97
+
+State House district 97 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/98.md b/data/jurisdictions/us/states/pa/districts/house/98.md
new file mode 100644
index 0000000000..340478bedf
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 98"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 98
+
+State House district 98 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/house/99.md b/data/jurisdictions/us/states/pa/districts/house/99.md
new file mode 100644
index 0000000000..04438b2795
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA House District 99"
+classification: state-house-district
+state: "PA"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA House District 99
+
+State House district 99 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/1.md b/data/jurisdictions/us/states/pa/districts/senate/1.md
new file mode 100644
index 0000000000..613eb46bec
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 1"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 1
+
+State Senate district 1 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/10.md b/data/jurisdictions/us/states/pa/districts/senate/10.md
new file mode 100644
index 0000000000..d08a60bb30
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 10"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 10
+
+State Senate district 10 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/11.md b/data/jurisdictions/us/states/pa/districts/senate/11.md
new file mode 100644
index 0000000000..684ca8508c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 11"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 11
+
+State Senate district 11 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/12.md b/data/jurisdictions/us/states/pa/districts/senate/12.md
new file mode 100644
index 0000000000..294fbbc92d
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 12"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 12
+
+State Senate district 12 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/13.md b/data/jurisdictions/us/states/pa/districts/senate/13.md
new file mode 100644
index 0000000000..bb688bee07
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 13"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 13
+
+State Senate district 13 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/14.md b/data/jurisdictions/us/states/pa/districts/senate/14.md
new file mode 100644
index 0000000000..8f98147743
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 14"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 14
+
+State Senate district 14 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/15.md b/data/jurisdictions/us/states/pa/districts/senate/15.md
new file mode 100644
index 0000000000..80c3fe17a7
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 15"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 15
+
+State Senate district 15 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/16.md b/data/jurisdictions/us/states/pa/districts/senate/16.md
new file mode 100644
index 0000000000..fe6ecff4c7
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 16"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 16
+
+State Senate district 16 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/17.md b/data/jurisdictions/us/states/pa/districts/senate/17.md
new file mode 100644
index 0000000000..b1a2f0a4b6
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 17"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 17
+
+State Senate district 17 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/18.md b/data/jurisdictions/us/states/pa/districts/senate/18.md
new file mode 100644
index 0000000000..0b186f7f03
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 18"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 18
+
+State Senate district 18 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/19.md b/data/jurisdictions/us/states/pa/districts/senate/19.md
new file mode 100644
index 0000000000..fb6b5b4dfd
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 19"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 19
+
+State Senate district 19 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/2.md b/data/jurisdictions/us/states/pa/districts/senate/2.md
new file mode 100644
index 0000000000..3bfffea5e4
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 2"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 2
+
+State Senate district 2 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/20.md b/data/jurisdictions/us/states/pa/districts/senate/20.md
new file mode 100644
index 0000000000..a7485fe2fd
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 20"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 20
+
+State Senate district 20 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/21.md b/data/jurisdictions/us/states/pa/districts/senate/21.md
new file mode 100644
index 0000000000..cf1dda8f0e
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 21"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 21
+
+State Senate district 21 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/22.md b/data/jurisdictions/us/states/pa/districts/senate/22.md
new file mode 100644
index 0000000000..c1646a60a4
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 22"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 22
+
+State Senate district 22 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/23.md b/data/jurisdictions/us/states/pa/districts/senate/23.md
new file mode 100644
index 0000000000..41eede54da
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 23"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 23
+
+State Senate district 23 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/24.md b/data/jurisdictions/us/states/pa/districts/senate/24.md
new file mode 100644
index 0000000000..586a0935d2
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 24"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 24
+
+State Senate district 24 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/25.md b/data/jurisdictions/us/states/pa/districts/senate/25.md
new file mode 100644
index 0000000000..ea06adc321
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 25"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 25
+
+State Senate district 25 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/26.md b/data/jurisdictions/us/states/pa/districts/senate/26.md
new file mode 100644
index 0000000000..fff1bd3b14
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 26"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 26
+
+State Senate district 26 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/27.md b/data/jurisdictions/us/states/pa/districts/senate/27.md
new file mode 100644
index 0000000000..dbb28a04e9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 27"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 27
+
+State Senate district 27 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/28.md b/data/jurisdictions/us/states/pa/districts/senate/28.md
new file mode 100644
index 0000000000..c9f4b5163b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 28"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 28
+
+State Senate district 28 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/29.md b/data/jurisdictions/us/states/pa/districts/senate/29.md
new file mode 100644
index 0000000000..b150dea265
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 29"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 29
+
+State Senate district 29 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/3.md b/data/jurisdictions/us/states/pa/districts/senate/3.md
new file mode 100644
index 0000000000..7b02a1c74c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 3"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 3
+
+State Senate district 3 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/30.md b/data/jurisdictions/us/states/pa/districts/senate/30.md
new file mode 100644
index 0000000000..11ebb18a07
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 30"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 30
+
+State Senate district 30 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/31.md b/data/jurisdictions/us/states/pa/districts/senate/31.md
new file mode 100644
index 0000000000..6b8bb5f4bc
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 31"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 31
+
+State Senate district 31 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/32.md b/data/jurisdictions/us/states/pa/districts/senate/32.md
new file mode 100644
index 0000000000..9fa7157c3a
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 32"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 32
+
+State Senate district 32 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/33.md b/data/jurisdictions/us/states/pa/districts/senate/33.md
new file mode 100644
index 0000000000..ef7cb69c2d
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 33"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 33
+
+State Senate district 33 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/34.md b/data/jurisdictions/us/states/pa/districts/senate/34.md
new file mode 100644
index 0000000000..d91e50a33d
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 34"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 34
+
+State Senate district 34 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/35.md b/data/jurisdictions/us/states/pa/districts/senate/35.md
new file mode 100644
index 0000000000..e1a9563844
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 35"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 35
+
+State Senate district 35 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/36.md b/data/jurisdictions/us/states/pa/districts/senate/36.md
new file mode 100644
index 0000000000..e9b7f0358a
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 36"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 36
+
+State Senate district 36 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/37.md b/data/jurisdictions/us/states/pa/districts/senate/37.md
new file mode 100644
index 0000000000..a2e41a7730
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 37"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 37
+
+State Senate district 37 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/38.md b/data/jurisdictions/us/states/pa/districts/senate/38.md
new file mode 100644
index 0000000000..36fa9d2db0
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 38"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 38
+
+State Senate district 38 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/39.md b/data/jurisdictions/us/states/pa/districts/senate/39.md
new file mode 100644
index 0000000000..e9e1242764
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 39"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 39
+
+State Senate district 39 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/4.md b/data/jurisdictions/us/states/pa/districts/senate/4.md
new file mode 100644
index 0000000000..f9bb39d5f1
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 4"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 4
+
+State Senate district 4 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/40.md b/data/jurisdictions/us/states/pa/districts/senate/40.md
new file mode 100644
index 0000000000..4ddb50c44b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 40"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 40
+
+State Senate district 40 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/41.md b/data/jurisdictions/us/states/pa/districts/senate/41.md
new file mode 100644
index 0000000000..aea717cc53
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 41"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 41
+
+State Senate district 41 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/42.md b/data/jurisdictions/us/states/pa/districts/senate/42.md
new file mode 100644
index 0000000000..abe32178c9
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 42"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 42
+
+State Senate district 42 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/43.md b/data/jurisdictions/us/states/pa/districts/senate/43.md
new file mode 100644
index 0000000000..1d08392fb7
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 43"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 43
+
+State Senate district 43 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/44.md b/data/jurisdictions/us/states/pa/districts/senate/44.md
new file mode 100644
index 0000000000..f0283317c0
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 44"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 44
+
+State Senate district 44 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/45.md b/data/jurisdictions/us/states/pa/districts/senate/45.md
new file mode 100644
index 0000000000..8b46a38984
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 45"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 45
+
+State Senate district 45 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/46.md b/data/jurisdictions/us/states/pa/districts/senate/46.md
new file mode 100644
index 0000000000..3602975050
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 46"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 46
+
+State Senate district 46 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/47.md b/data/jurisdictions/us/states/pa/districts/senate/47.md
new file mode 100644
index 0000000000..e183838366
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 47"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 47
+
+State Senate district 47 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/48.md b/data/jurisdictions/us/states/pa/districts/senate/48.md
new file mode 100644
index 0000000000..10cca098c5
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 48"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 48
+
+State Senate district 48 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/49.md b/data/jurisdictions/us/states/pa/districts/senate/49.md
new file mode 100644
index 0000000000..75f71658ab
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 49"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 49
+
+State Senate district 49 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/5.md b/data/jurisdictions/us/states/pa/districts/senate/5.md
new file mode 100644
index 0000000000..5925136152
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 5"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 5
+
+State Senate district 5 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/50.md b/data/jurisdictions/us/states/pa/districts/senate/50.md
new file mode 100644
index 0000000000..f25407f6b1
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 50"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 50
+
+State Senate district 50 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/6.md b/data/jurisdictions/us/states/pa/districts/senate/6.md
new file mode 100644
index 0000000000..5665040f7c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 6"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 6
+
+State Senate district 6 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/7.md b/data/jurisdictions/us/states/pa/districts/senate/7.md
new file mode 100644
index 0000000000..352207008c
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 7"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 7
+
+State Senate district 7 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/8.md b/data/jurisdictions/us/states/pa/districts/senate/8.md
new file mode 100644
index 0000000000..5f76da8a4b
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 8"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 8
+
+State Senate district 8 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/districts/senate/9.md b/data/jurisdictions/us/states/pa/districts/senate/9.md
new file mode 100644
index 0000000000..44823b7ca3
--- /dev/null
+++ b/data/jurisdictions/us/states/pa/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PA Senate District 9"
+classification: state-senate-district
+state: "PA"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pa]
+timestamp: "2026-07-03"
+---
+
+# PA Senate District 9
+
+State Senate district 9 (PA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pa/people/aaron-bernstine.md b/data/jurisdictions/us/states/pa/people/aaron-bernstine.md
index 604e15fc78..212ec99b5f 100644
--- a/data/jurisdictions/us/states/pa/people/aaron-bernstine.md
+++ b/data/jurisdictions/us/states/pa/people/aaron-bernstine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 8"
+represents: "us/states/pa/districts/house/8"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 8 (PA State House of Representatives District 8).
 
+Represents [PA State House of Representatives District 8](/us/states/pa/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/abby-major.md b/data/jurisdictions/us/states/pa/people/abby-major.md
index 7848d187cb..2addefe69c 100644
--- a/data/jurisdictions/us/states/pa/people/abby-major.md
+++ b/data/jurisdictions/us/states/pa/people/abby-major.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 60"
+represents: "us/states/pa/districts/house/60"
 tenure:
   start: "2021-06-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 60 (PA State House of Representatives District 60).
 
+Represents [PA State House of Representatives District 60](/us/states/pa/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/abigail-salisbury.md b/data/jurisdictions/us/states/pa/people/abigail-salisbury.md
index 8a2aeb9eee..52213e1d80 100644
--- a/data/jurisdictions/us/states/pa/people/abigail-salisbury.md
+++ b/data/jurisdictions/us/states/pa/people/abigail-salisbury.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 34"
+represents: "us/states/pa/districts/house/34"
 tenure:
   start: "2023-02-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 34 (PA State House of Representatives District 34).
 
+Represents [PA State House of Representatives District 34](/us/states/pa/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/aerion-abney.md b/data/jurisdictions/us/states/pa/people/aerion-abney.md
index f0f34a6dfd..aa29149114 100644
--- a/data/jurisdictions/us/states/pa/people/aerion-abney.md
+++ b/data/jurisdictions/us/states/pa/people/aerion-abney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 19"
+represents: "us/states/pa/districts/house/19"
 tenure:
   start: "2022-04-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 19 (PA State House of Representatives District 19).
 
+Represents [PA State House of Representatives District 19](/us/states/pa/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/alec-ryncavage.md b/data/jurisdictions/us/states/pa/people/alec-ryncavage.md
index be6ba06c8e..0e1c0ad98c 100644
--- a/data/jurisdictions/us/states/pa/people/alec-ryncavage.md
+++ b/data/jurisdictions/us/states/pa/people/alec-ryncavage.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 119"
+represents: "us/states/pa/districts/house/119"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 119 (PA State House of Representatives District 119).
 
+Represents [PA State House of Representatives District 119](/us/states/pa/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/amanda-cappelletti.md b/data/jurisdictions/us/states/pa/people/amanda-cappelletti.md
index 302fe51b86..0328b9b5f2 100644
--- a/data/jurisdictions/us/states/pa/people/amanda-cappelletti.md
+++ b/data/jurisdictions/us/states/pa/people/amanda-cappelletti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 17"
+represents: "us/states/pa/districts/senate/17"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 17 (PA State Senate District 17).
 
+Represents [PA State Senate District 17](/us/states/pa/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/amen-brown.md b/data/jurisdictions/us/states/pa/people/amen-brown.md
index 31abd39960..c8bd9da750 100644
--- a/data/jurisdictions/us/states/pa/people/amen-brown.md
+++ b/data/jurisdictions/us/states/pa/people/amen-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 10"
+represents: "us/states/pa/districts/house/10"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 10 (PA State House of Representatives District 10).
 
+Represents [PA State House of Representatives District 10](/us/states/pa/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/ana-tiburcio.md b/data/jurisdictions/us/states/pa/people/ana-tiburcio.md
index 3f0f9ddaad..8e8a895782 100644
--- a/data/jurisdictions/us/states/pa/people/ana-tiburcio.md
+++ b/data/jurisdictions/us/states/pa/people/ana-tiburcio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 22"
+represents: "us/states/pa/districts/house/22"
 tenure:
   start: "2026-03-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 22 (PA State House of Representatives District 22).
 
+Represents [PA State House of Representatives District 22](/us/states/pa/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/andre-carroll.md b/data/jurisdictions/us/states/pa/people/andre-carroll.md
index 183cb52cb5..7e192fbdc9 100644
--- a/data/jurisdictions/us/states/pa/people/andre-carroll.md
+++ b/data/jurisdictions/us/states/pa/people/andre-carroll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 201"
+represents: "us/states/pa/districts/house/201"
 tenure:
   start: "2024-09-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 201 (PA State House of Representatives District 201).
 
+Represents [PA State House of Representatives District 201](/us/states/pa/districts/house/201.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/andrea-verobish.md b/data/jurisdictions/us/states/pa/people/andrea-verobish.md
index 5c8094eac4..c67829a801 100644
--- a/data/jurisdictions/us/states/pa/people/andrea-verobish.md
+++ b/data/jurisdictions/us/states/pa/people/andrea-verobish.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 79"
+represents: "us/states/pa/districts/house/79"
 tenure:
   start: "2026-04-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 79 (PA State House of Representatives District 79).
 
+Represents [PA State House of Representatives District 79](/us/states/pa/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/andrew-kuzma.md b/data/jurisdictions/us/states/pa/people/andrew-kuzma.md
index 0c4dee42c0..c828009365 100644
--- a/data/jurisdictions/us/states/pa/people/andrew-kuzma.md
+++ b/data/jurisdictions/us/states/pa/people/andrew-kuzma.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 39"
+represents: "us/states/pa/districts/house/39"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 39 (PA State House of Representatives District 39).
 
+Represents [PA State House of Representatives District 39](/us/states/pa/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/anita-kulik.md b/data/jurisdictions/us/states/pa/people/anita-kulik.md
index 390c433da2..9f29ea595a 100644
--- a/data/jurisdictions/us/states/pa/people/anita-kulik.md
+++ b/data/jurisdictions/us/states/pa/people/anita-kulik.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 45"
+represents: "us/states/pa/districts/house/45"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 45 (PA State House of Representatives District 45).
 
+Represents [PA State House of Representatives District 45](/us/states/pa/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/ann-flood.md b/data/jurisdictions/us/states/pa/people/ann-flood.md
index 667a95d6a9..6602e10c65 100644
--- a/data/jurisdictions/us/states/pa/people/ann-flood.md
+++ b/data/jurisdictions/us/states/pa/people/ann-flood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 138"
+represents: "us/states/pa/districts/house/138"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 138 (PA State House of Representatives District 138).
 
+Represents [PA State House of Representatives District 138](/us/states/pa/districts/house/138.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/anthony-bellmon.md b/data/jurisdictions/us/states/pa/people/anthony-bellmon.md
index db1ac2b0f4..7bd0317627 100644
--- a/data/jurisdictions/us/states/pa/people/anthony-bellmon.md
+++ b/data/jurisdictions/us/states/pa/people/anthony-bellmon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 203"
+represents: "us/states/pa/districts/house/203"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 203 (PA State House of Representatives District 203).
 
+Represents [PA State House of Representatives District 203](/us/states/pa/districts/house/203.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/art-haywood.md b/data/jurisdictions/us/states/pa/people/art-haywood.md
index 7a2a39b62f..a7da225e82 100644
--- a/data/jurisdictions/us/states/pa/people/art-haywood.md
+++ b/data/jurisdictions/us/states/pa/people/art-haywood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 4"
+represents: "us/states/pa/districts/senate/4"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 4 (PA State Senate District 4).
 
+Represents [PA State Senate District 4](/us/states/pa/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/arvind-venkat.md b/data/jurisdictions/us/states/pa/people/arvind-venkat.md
index 4fe356219a..9d5012bf3f 100644
--- a/data/jurisdictions/us/states/pa/people/arvind-venkat.md
+++ b/data/jurisdictions/us/states/pa/people/arvind-venkat.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 30"
+represents: "us/states/pa/districts/house/30"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 30 (PA State House of Representatives District 30).
 
+Represents [PA State House of Representatives District 30](/us/states/pa/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/barb-gleim.md b/data/jurisdictions/us/states/pa/people/barb-gleim.md
index 1abd1e9a34..1d5438b914 100644
--- a/data/jurisdictions/us/states/pa/people/barb-gleim.md
+++ b/data/jurisdictions/us/states/pa/people/barb-gleim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 199"
+represents: "us/states/pa/districts/house/199"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 199 (PA State House of Representatives District 199).
 
+Represents [PA State House of Representatives District 199](/us/states/pa/districts/house/199.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/ben-sanchez.md b/data/jurisdictions/us/states/pa/people/ben-sanchez.md
index 829cb5b2e3..98cca37e1f 100644
--- a/data/jurisdictions/us/states/pa/people/ben-sanchez.md
+++ b/data/jurisdictions/us/states/pa/people/ben-sanchez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 153"
+represents: "us/states/pa/districts/house/153"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 153 (PA State House of Representatives District 153).
 
+Represents [PA State House of Representatives District 153](/us/states/pa/districts/house/153.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/ben-waxman.md b/data/jurisdictions/us/states/pa/people/ben-waxman.md
index 22aef84787..07c2d6aec9 100644
--- a/data/jurisdictions/us/states/pa/people/ben-waxman.md
+++ b/data/jurisdictions/us/states/pa/people/ben-waxman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 182"
+represents: "us/states/pa/districts/house/182"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 182 (PA State House of Representatives District 182).
 
+Represents [PA State House of Representatives District 182](/us/states/pa/districts/house/182.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/bob-freeman.md b/data/jurisdictions/us/states/pa/people/bob-freeman.md
index 053d3cbc51..64d3a6b872 100644
--- a/data/jurisdictions/us/states/pa/people/bob-freeman.md
+++ b/data/jurisdictions/us/states/pa/people/bob-freeman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 136"
+represents: "us/states/pa/districts/house/136"
 tenure:
   start: "1999-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 136 (PA State House of Representatives District 136).
 
+Represents [PA State House of Representatives District 136](/us/states/pa/districts/house/136.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/bob-merski.md b/data/jurisdictions/us/states/pa/people/bob-merski.md
index 98d4ed56a7..90cc46fa78 100644
--- a/data/jurisdictions/us/states/pa/people/bob-merski.md
+++ b/data/jurisdictions/us/states/pa/people/bob-merski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 2"
+represents: "us/states/pa/districts/house/2"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 2 (PA State House of Representatives District 2).
 
+Represents [PA State House of Representatives District 2](/us/states/pa/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/brad-roae.md b/data/jurisdictions/us/states/pa/people/brad-roae.md
index 55b19aa536..b0d209a851 100644
--- a/data/jurisdictions/us/states/pa/people/brad-roae.md
+++ b/data/jurisdictions/us/states/pa/people/brad-roae.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 6"
+represents: "us/states/pa/districts/house/6"
 tenure:
   start: "2007-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 6 (PA State House of Representatives District 6).
 
+Represents [PA State House of Representatives District 6](/us/states/pa/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/brandon-markosek.md b/data/jurisdictions/us/states/pa/people/brandon-markosek.md
index cf90c85322..b1e559f773 100644
--- a/data/jurisdictions/us/states/pa/people/brandon-markosek.md
+++ b/data/jurisdictions/us/states/pa/people/brandon-markosek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 25"
+represents: "us/states/pa/districts/house/25"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 25 (PA State House of Representatives District 25).
 
+Represents [PA State House of Representatives District 25](/us/states/pa/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/brenda-pugh.md b/data/jurisdictions/us/states/pa/people/brenda-pugh.md
index c8e64a2b62..4975bbf917 100644
--- a/data/jurisdictions/us/states/pa/people/brenda-pugh.md
+++ b/data/jurisdictions/us/states/pa/people/brenda-pugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 120"
+represents: "us/states/pa/districts/house/120"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 120 (PA State House of Representatives District 120).
 
+Represents [PA State House of Representatives District 120](/us/states/pa/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/brett-miller.md b/data/jurisdictions/us/states/pa/people/brett-miller.md
index a49d229723..c4ae6e8f29 100644
--- a/data/jurisdictions/us/states/pa/people/brett-miller.md
+++ b/data/jurisdictions/us/states/pa/people/brett-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 41"
+represents: "us/states/pa/districts/house/41"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 41 (PA State House of Representatives District 41).
 
+Represents [PA State House of Representatives District 41](/us/states/pa/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/brian-munroe.md b/data/jurisdictions/us/states/pa/people/brian-munroe.md
index 2e2f1879d5..8be4c0d849 100644
--- a/data/jurisdictions/us/states/pa/people/brian-munroe.md
+++ b/data/jurisdictions/us/states/pa/people/brian-munroe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 144"
+represents: "us/states/pa/districts/house/144"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 144 (PA State House of Representatives District 144).
 
+Represents [PA State House of Representatives District 144](/us/states/pa/districts/house/144.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/brian-rasel.md b/data/jurisdictions/us/states/pa/people/brian-rasel.md
index 09b2cfb7a6..ebc25b0296 100644
--- a/data/jurisdictions/us/states/pa/people/brian-rasel.md
+++ b/data/jurisdictions/us/states/pa/people/brian-rasel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 56"
+represents: "us/states/pa/districts/house/56"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 56 (PA State House of Representatives District 56).
 
+Represents [PA State House of Representatives District 56](/us/states/pa/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/brian-smith.md b/data/jurisdictions/us/states/pa/people/brian-smith.md
index fa73ad7d6c..dce8984025 100644
--- a/data/jurisdictions/us/states/pa/people/brian-smith.md
+++ b/data/jurisdictions/us/states/pa/people/brian-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 66"
+represents: "us/states/pa/districts/house/66"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 66 (PA State House of Representatives District 66).
 
+Represents [PA State House of Representatives District 66](/us/states/pa/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/bridget-malloy-kosierowski.md b/data/jurisdictions/us/states/pa/people/bridget-malloy-kosierowski.md
index 91889ef8e4..232b62a38d 100644
--- a/data/jurisdictions/us/states/pa/people/bridget-malloy-kosierowski.md
+++ b/data/jurisdictions/us/states/pa/people/bridget-malloy-kosierowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 114"
+represents: "us/states/pa/districts/house/114"
 tenure:
   start: "2019-04-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 114 (PA State House of Representatives District 114).
 
+Represents [PA State House of Representatives District 114](/us/states/pa/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/bryan-cutler.md b/data/jurisdictions/us/states/pa/people/bryan-cutler.md
index 320a02d8a0..71c667a56b 100644
--- a/data/jurisdictions/us/states/pa/people/bryan-cutler.md
+++ b/data/jurisdictions/us/states/pa/people/bryan-cutler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 100"
+represents: "us/states/pa/districts/house/100"
 tenure:
   start: "2007-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 100 (PA State House of Representatives District 100).
 
+Represents [PA State House of Representatives District 100](/us/states/pa/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/bud-cook.md b/data/jurisdictions/us/states/pa/people/bud-cook.md
index f5b46af1b4..fd0acd7e11 100644
--- a/data/jurisdictions/us/states/pa/people/bud-cook.md
+++ b/data/jurisdictions/us/states/pa/people/bud-cook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 50"
+represents: "us/states/pa/districts/house/50"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 50 (PA State House of Representatives District 50).
 
+Represents [PA State House of Representatives District 50](/us/states/pa/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/camera-bartolotta.md b/data/jurisdictions/us/states/pa/people/camera-bartolotta.md
index c010a2bd86..6489890e33 100644
--- a/data/jurisdictions/us/states/pa/people/camera-bartolotta.md
+++ b/data/jurisdictions/us/states/pa/people/camera-bartolotta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 46"
+represents: "us/states/pa/districts/senate/46"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 46 (PA State Senate District 46).
 
+Represents [PA State Senate District 46](/us/states/pa/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/carl-metzgar.md b/data/jurisdictions/us/states/pa/people/carl-metzgar.md
index 422cb04d09..be7fe8d1a9 100644
--- a/data/jurisdictions/us/states/pa/people/carl-metzgar.md
+++ b/data/jurisdictions/us/states/pa/people/carl-metzgar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 69"
+represents: "us/states/pa/districts/house/69"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 69 (PA State House of Representatives District 69).
 
+Represents [PA State House of Representatives District 69](/us/states/pa/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/carol-hill-evans.md b/data/jurisdictions/us/states/pa/people/carol-hill-evans.md
index 3626bf9fd3..fcbc6583c2 100644
--- a/data/jurisdictions/us/states/pa/people/carol-hill-evans.md
+++ b/data/jurisdictions/us/states/pa/people/carol-hill-evans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 95"
+represents: "us/states/pa/districts/house/95"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 95 (PA State House of Representatives District 95).
 
+Represents [PA State House of Representatives District 95](/us/states/pa/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/carol-kazeem.md b/data/jurisdictions/us/states/pa/people/carol-kazeem.md
index 2f446867ed..f11c1a6bdc 100644
--- a/data/jurisdictions/us/states/pa/people/carol-kazeem.md
+++ b/data/jurisdictions/us/states/pa/people/carol-kazeem.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 159"
+represents: "us/states/pa/districts/house/159"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 159 (PA State House of Representatives District 159).
 
+Represents [PA State House of Representatives District 159](/us/states/pa/districts/house/159.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/carolyn-comitta.md b/data/jurisdictions/us/states/pa/people/carolyn-comitta.md
index fe229936d6..b5887ebb25 100644
--- a/data/jurisdictions/us/states/pa/people/carolyn-comitta.md
+++ b/data/jurisdictions/us/states/pa/people/carolyn-comitta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 19"
+represents: "us/states/pa/districts/senate/19"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 19 (PA State Senate District 19).
 
+Represents [PA State Senate District 19](/us/states/pa/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/catherine-wallen.md b/data/jurisdictions/us/states/pa/people/catherine-wallen.md
index 67adaf00cb..af34d21413 100644
--- a/data/jurisdictions/us/states/pa/people/catherine-wallen.md
+++ b/data/jurisdictions/us/states/pa/people/catherine-wallen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 193"
+represents: "us/states/pa/districts/house/193"
 tenure:
   start: "2026-04-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 193 (PA State House of Representatives District 193).
 
+Represents [PA State House of Representatives District 193](/us/states/pa/districts/house/193.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/chad-reichard.md b/data/jurisdictions/us/states/pa/people/chad-reichard.md
index 9ac4a93f28..a05ff7f854 100644
--- a/data/jurisdictions/us/states/pa/people/chad-reichard.md
+++ b/data/jurisdictions/us/states/pa/people/chad-reichard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 90"
+represents: "us/states/pa/districts/house/90"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 90 (PA State House of Representatives District 90).
 
+Represents [PA State House of Representatives District 90](/us/states/pa/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/charity-krupa.md b/data/jurisdictions/us/states/pa/people/charity-krupa.md
index 04056f0ff2..ef9b245979 100644
--- a/data/jurisdictions/us/states/pa/people/charity-krupa.md
+++ b/data/jurisdictions/us/states/pa/people/charity-krupa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 51"
+represents: "us/states/pa/districts/house/51"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 51 (PA State House of Representatives District 51).
 
+Represents [PA State House of Representatives District 51](/us/states/pa/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/chris-gebhard.md b/data/jurisdictions/us/states/pa/people/chris-gebhard.md
index c33b6d7945..105080092c 100644
--- a/data/jurisdictions/us/states/pa/people/chris-gebhard.md
+++ b/data/jurisdictions/us/states/pa/people/chris-gebhard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 48"
+represents: "us/states/pa/districts/senate/48"
 tenure:
   start: "2021-06-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 48 (PA State Senate District 48).
 
+Represents [PA State Senate District 48](/us/states/pa/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/chris-pielli.md b/data/jurisdictions/us/states/pa/people/chris-pielli.md
index 00871c82e7..0d197e5f6f 100644
--- a/data/jurisdictions/us/states/pa/people/chris-pielli.md
+++ b/data/jurisdictions/us/states/pa/people/chris-pielli.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 156"
+represents: "us/states/pa/districts/house/156"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 156 (PA State House of Representatives District 156).
 
+Represents [PA State House of Representatives District 156](/us/states/pa/districts/house/156.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/chris-rabb.md b/data/jurisdictions/us/states/pa/people/chris-rabb.md
index e70209156a..ebfd0e208d 100644
--- a/data/jurisdictions/us/states/pa/people/chris-rabb.md
+++ b/data/jurisdictions/us/states/pa/people/chris-rabb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 200"
+represents: "us/states/pa/districts/house/200"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 200 (PA State House of Representatives District 200).
 
+Represents [PA State House of Representatives District 200](/us/states/pa/districts/house/200.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/christina-sappey.md b/data/jurisdictions/us/states/pa/people/christina-sappey.md
index c9474f4085..ac40499649 100644
--- a/data/jurisdictions/us/states/pa/people/christina-sappey.md
+++ b/data/jurisdictions/us/states/pa/people/christina-sappey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 158"
+represents: "us/states/pa/districts/house/158"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 158 (PA State House of Representatives District 158).
 
+Represents [PA State House of Representatives District 158](/us/states/pa/districts/house/158.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/clint-owlett.md b/data/jurisdictions/us/states/pa/people/clint-owlett.md
index f6cf8968c7..2f8c1b61e5 100644
--- a/data/jurisdictions/us/states/pa/people/clint-owlett.md
+++ b/data/jurisdictions/us/states/pa/people/clint-owlett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 68"
+represents: "us/states/pa/districts/house/68"
 tenure:
   start: "2018-06-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 68 (PA State House of Representatives District 68).
 
+Represents [PA State House of Representatives District 68](/us/states/pa/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/craig-staats.md b/data/jurisdictions/us/states/pa/people/craig-staats.md
index fccd12a2aa..eb8c594cc2 100644
--- a/data/jurisdictions/us/states/pa/people/craig-staats.md
+++ b/data/jurisdictions/us/states/pa/people/craig-staats.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 145"
+represents: "us/states/pa/districts/house/145"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 145 (PA State House of Representatives District 145).
 
+Represents [PA State House of Representatives District 145](/us/states/pa/districts/house/145.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/craig-williams.md b/data/jurisdictions/us/states/pa/people/craig-williams.md
index 2c7faca402..af432af14b 100644
--- a/data/jurisdictions/us/states/pa/people/craig-williams.md
+++ b/data/jurisdictions/us/states/pa/people/craig-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 160"
+represents: "us/states/pa/districts/house/160"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 160 (PA State House of Representatives District 160).
 
+Represents [PA State House of Representatives District 160](/us/states/pa/districts/house/160.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/cris-dush.md b/data/jurisdictions/us/states/pa/people/cris-dush.md
index 83d25064e7..d2e73fae6b 100644
--- a/data/jurisdictions/us/states/pa/people/cris-dush.md
+++ b/data/jurisdictions/us/states/pa/people/cris-dush.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 25"
+represents: "us/states/pa/districts/senate/25"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 25 (PA State Senate District 25).
 
+Represents [PA State Senate District 25](/us/states/pa/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dallas-kephart.md b/data/jurisdictions/us/states/pa/people/dallas-kephart.md
index 6644929ca4..ab71e96316 100644
--- a/data/jurisdictions/us/states/pa/people/dallas-kephart.md
+++ b/data/jurisdictions/us/states/pa/people/dallas-kephart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 73"
+represents: "us/states/pa/districts/house/73"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 73 (PA State House of Representatives District 73).
 
+Represents [PA State House of Representatives District 73](/us/states/pa/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dan-deasy.md b/data/jurisdictions/us/states/pa/people/dan-deasy.md
index 013c0dcf96..7fab4b2590 100644
--- a/data/jurisdictions/us/states/pa/people/dan-deasy.md
+++ b/data/jurisdictions/us/states/pa/people/dan-deasy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 27"
+represents: "us/states/pa/districts/house/27"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 27 (PA State House of Representatives District 27).
 
+Represents [PA State House of Representatives District 27](/us/states/pa/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dan-frankel.md b/data/jurisdictions/us/states/pa/people/dan-frankel.md
index 4195f2d11c..edff11200a 100644
--- a/data/jurisdictions/us/states/pa/people/dan-frankel.md
+++ b/data/jurisdictions/us/states/pa/people/dan-frankel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 23"
+represents: "us/states/pa/districts/house/23"
 tenure:
   start: "1999-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 23 (PA State House of Representatives District 23).
 
+Represents [PA State House of Representatives District 23](/us/states/pa/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dan-goughnour.md b/data/jurisdictions/us/states/pa/people/dan-goughnour.md
index ffbb17b79f..66d726de74 100644
--- a/data/jurisdictions/us/states/pa/people/dan-goughnour.md
+++ b/data/jurisdictions/us/states/pa/people/dan-goughnour.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 35"
+represents: "us/states/pa/districts/house/35"
 tenure:
   start: "2025-04-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 35 (PA State House of Representatives District 35).
 
+Represents [PA State House of Representatives District 35](/us/states/pa/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dan-laughlin.md b/data/jurisdictions/us/states/pa/people/dan-laughlin.md
index a5f2ec60fa..77ad1d18a5 100644
--- a/data/jurisdictions/us/states/pa/people/dan-laughlin.md
+++ b/data/jurisdictions/us/states/pa/people/dan-laughlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 49"
+represents: "us/states/pa/districts/senate/49"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 49 (PA State Senate District 49).
 
+Represents [PA State Senate District 49](/us/states/pa/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dan-moul.md b/data/jurisdictions/us/states/pa/people/dan-moul.md
index a645e70fb0..725517f1de 100644
--- a/data/jurisdictions/us/states/pa/people/dan-moul.md
+++ b/data/jurisdictions/us/states/pa/people/dan-moul.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 91"
+represents: "us/states/pa/districts/house/91"
 tenure:
   start: "2007-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 91 (PA State House of Representatives District 91).
 
+Represents [PA State House of Representatives District 91](/us/states/pa/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dan-williams.md b/data/jurisdictions/us/states/pa/people/dan-williams.md
index 2dbaad3fc5..0d66302993 100644
--- a/data/jurisdictions/us/states/pa/people/dan-williams.md
+++ b/data/jurisdictions/us/states/pa/people/dan-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 74"
+represents: "us/states/pa/districts/house/74"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 74 (PA State House of Representatives District 74).
 
+Represents [PA State House of Representatives District 74](/us/states/pa/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dane-watro.md b/data/jurisdictions/us/states/pa/people/dane-watro.md
index 37324bbfc1..8141e3c590 100644
--- a/data/jurisdictions/us/states/pa/people/dane-watro.md
+++ b/data/jurisdictions/us/states/pa/people/dane-watro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 116"
+represents: "us/states/pa/districts/house/116"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 116 (PA State House of Representatives District 116).
 
+Represents [PA State House of Representatives District 116](/us/states/pa/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/danielle-otten.md b/data/jurisdictions/us/states/pa/people/danielle-otten.md
index eabfde73dc..b11722226f 100644
--- a/data/jurisdictions/us/states/pa/people/danielle-otten.md
+++ b/data/jurisdictions/us/states/pa/people/danielle-otten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 155"
+represents: "us/states/pa/districts/house/155"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 155 (PA State House of Representatives District 155).
 
+Represents [PA State House of Representatives District 155](/us/states/pa/districts/house/155.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/danilo-burgos.md b/data/jurisdictions/us/states/pa/people/danilo-burgos.md
index 9c74b30c30..3e3b4ec367 100644
--- a/data/jurisdictions/us/states/pa/people/danilo-burgos.md
+++ b/data/jurisdictions/us/states/pa/people/danilo-burgos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 197"
+represents: "us/states/pa/districts/house/197"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 197 (PA State House of Representatives District 197).
 
+Represents [PA State House of Representatives District 197](/us/states/pa/districts/house/197.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/darisha-parker.md b/data/jurisdictions/us/states/pa/people/darisha-parker.md
index a744eaabc2..2109df398f 100644
--- a/data/jurisdictions/us/states/pa/people/darisha-parker.md
+++ b/data/jurisdictions/us/states/pa/people/darisha-parker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 198"
+represents: "us/states/pa/districts/house/198"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 198 (PA State House of Representatives District 198).
 
+Represents [PA State House of Representatives District 198](/us/states/pa/districts/house/198.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dave-argall.md b/data/jurisdictions/us/states/pa/people/dave-argall.md
index f7145eb05f..1e0d110496 100644
--- a/data/jurisdictions/us/states/pa/people/dave-argall.md
+++ b/data/jurisdictions/us/states/pa/people/dave-argall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 29"
+represents: "us/states/pa/districts/senate/29"
 tenure:
   start: "2009-03-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 29 (PA State Senate District 29).
 
+Represents [PA State Senate District 29](/us/states/pa/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dave-delloso.md b/data/jurisdictions/us/states/pa/people/dave-delloso.md
index 209e62b5c6..927a058e5e 100644
--- a/data/jurisdictions/us/states/pa/people/dave-delloso.md
+++ b/data/jurisdictions/us/states/pa/people/dave-delloso.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 162"
+represents: "us/states/pa/districts/house/162"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 162 (PA State House of Representatives District 162).
 
+Represents [PA State House of Representatives District 162](/us/states/pa/districts/house/162.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dave-madsen.md b/data/jurisdictions/us/states/pa/people/dave-madsen.md
index 978659aef2..1e95278830 100644
--- a/data/jurisdictions/us/states/pa/people/dave-madsen.md
+++ b/data/jurisdictions/us/states/pa/people/dave-madsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 104"
+represents: "us/states/pa/districts/house/104"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 104 (PA State House of Representatives District 104).
 
+Represents [PA State House of Representatives District 104](/us/states/pa/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dave-zimmerman.md b/data/jurisdictions/us/states/pa/people/dave-zimmerman.md
index 3caa9f94b5..ffa7097f06 100644
--- a/data/jurisdictions/us/states/pa/people/dave-zimmerman.md
+++ b/data/jurisdictions/us/states/pa/people/dave-zimmerman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 99"
+represents: "us/states/pa/districts/house/99"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 99 (PA State House of Representatives District 99).
 
+Represents [PA State House of Representatives District 99](/us/states/pa/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/david-maloney.md b/data/jurisdictions/us/states/pa/people/david-maloney.md
index fd6f0b8e67..0157855f00 100644
--- a/data/jurisdictions/us/states/pa/people/david-maloney.md
+++ b/data/jurisdictions/us/states/pa/people/david-maloney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 130"
+represents: "us/states/pa/districts/house/130"
 tenure:
   start: "2011-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 130 (PA State House of Representatives District 130).
 
+Represents [PA State House of Representatives District 130](/us/states/pa/districts/house/130.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/david-rowe.md b/data/jurisdictions/us/states/pa/people/david-rowe.md
index c8965dd131..a1d1f35358 100644
--- a/data/jurisdictions/us/states/pa/people/david-rowe.md
+++ b/data/jurisdictions/us/states/pa/people/david-rowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 85"
+represents: "us/states/pa/districts/house/85"
 tenure:
   start: "2019-09-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 85 (PA State House of Representatives District 85).
 
+Represents [PA State House of Representatives District 85](/us/states/pa/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/dawn-keefer.md b/data/jurisdictions/us/states/pa/people/dawn-keefer.md
index 3d32bb66bd..e085e25b23 100644
--- a/data/jurisdictions/us/states/pa/people/dawn-keefer.md
+++ b/data/jurisdictions/us/states/pa/people/dawn-keefer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 31"
+represents: "us/states/pa/districts/senate/31"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 31 (PA State Senate District 31).
 
+Represents [PA State Senate District 31](/us/states/pa/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/devlin-robinson.md b/data/jurisdictions/us/states/pa/people/devlin-robinson.md
index e3171e27ed..e3c1146b9c 100644
--- a/data/jurisdictions/us/states/pa/people/devlin-robinson.md
+++ b/data/jurisdictions/us/states/pa/people/devlin-robinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 37"
+represents: "us/states/pa/districts/senate/37"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 37 (PA State Senate District 37).
 
+Represents [PA State Senate District 37](/us/states/pa/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/donna-scheuren.md b/data/jurisdictions/us/states/pa/people/donna-scheuren.md
index b2ff62c880..667d501e7a 100644
--- a/data/jurisdictions/us/states/pa/people/donna-scheuren.md
+++ b/data/jurisdictions/us/states/pa/people/donna-scheuren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 147"
+represents: "us/states/pa/districts/house/147"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 147 (PA State House of Representatives District 147).
 
+Represents [PA State House of Representatives District 147](/us/states/pa/districts/house/147.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/doug-mastriano.md b/data/jurisdictions/us/states/pa/people/doug-mastriano.md
index 19983cb0f9..48b146a789 100644
--- a/data/jurisdictions/us/states/pa/people/doug-mastriano.md
+++ b/data/jurisdictions/us/states/pa/people/doug-mastriano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 33"
+represents: "us/states/pa/districts/senate/33"
 tenure:
   start: "2019-06-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 33 (PA State Senate District 33).
 
+Represents [PA State Senate District 33](/us/states/pa/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/doyle-heffley.md b/data/jurisdictions/us/states/pa/people/doyle-heffley.md
index 76b24c86d1..d5c901e072 100644
--- a/data/jurisdictions/us/states/pa/people/doyle-heffley.md
+++ b/data/jurisdictions/us/states/pa/people/doyle-heffley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 122"
+represents: "us/states/pa/districts/house/122"
 tenure:
   start: "2011-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 122 (PA State House of Representatives District 122).
 
+Represents [PA State House of Representatives District 122](/us/states/pa/districts/house/122.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/ed-neilson.md b/data/jurisdictions/us/states/pa/people/ed-neilson.md
index 6b7ada06e1..3e6a8cfbe2 100644
--- a/data/jurisdictions/us/states/pa/people/ed-neilson.md
+++ b/data/jurisdictions/us/states/pa/people/ed-neilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 174"
+represents: "us/states/pa/districts/house/174"
 tenure:
   start: "2015-08-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 174 (PA State House of Representatives District 174).
 
+Represents [PA State House of Representatives District 174](/us/states/pa/districts/house/174.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/eddie-pashinski.md b/data/jurisdictions/us/states/pa/people/eddie-pashinski.md
index 51c74763ac..c3029f3808 100644
--- a/data/jurisdictions/us/states/pa/people/eddie-pashinski.md
+++ b/data/jurisdictions/us/states/pa/people/eddie-pashinski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 121"
+represents: "us/states/pa/districts/house/121"
 tenure:
   start: "2007-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 121 (PA State House of Representatives District 121).
 
+Represents [PA State House of Representatives District 121](/us/states/pa/districts/house/121.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/elder-vogel.md b/data/jurisdictions/us/states/pa/people/elder-vogel.md
index 6ce51e72e1..aaf9ab7885 100644
--- a/data/jurisdictions/us/states/pa/people/elder-vogel.md
+++ b/data/jurisdictions/us/states/pa/people/elder-vogel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 47"
+represents: "us/states/pa/districts/senate/47"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 47 (PA State Senate District 47).
 
+Represents [PA State Senate District 47](/us/states/pa/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/elizabeth-fiedler.md b/data/jurisdictions/us/states/pa/people/elizabeth-fiedler.md
index 57857ac562..18cf33ac8e 100644
--- a/data/jurisdictions/us/states/pa/people/elizabeth-fiedler.md
+++ b/data/jurisdictions/us/states/pa/people/elizabeth-fiedler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 184"
+represents: "us/states/pa/districts/house/184"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 184 (PA State House of Representatives District 184).
 
+Represents [PA State House of Representatives District 184](/us/states/pa/districts/house/184.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/emily-kinkead.md b/data/jurisdictions/us/states/pa/people/emily-kinkead.md
index e8651519c4..f4efe81677 100644
--- a/data/jurisdictions/us/states/pa/people/emily-kinkead.md
+++ b/data/jurisdictions/us/states/pa/people/emily-kinkead.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 20"
+represents: "us/states/pa/districts/house/20"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 20 (PA State House of Representatives District 20).
 
+Represents [PA State House of Representatives District 20](/us/states/pa/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/eric-davanzo.md b/data/jurisdictions/us/states/pa/people/eric-davanzo.md
index 6d573ed22a..becef61590 100644
--- a/data/jurisdictions/us/states/pa/people/eric-davanzo.md
+++ b/data/jurisdictions/us/states/pa/people/eric-davanzo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 58"
+represents: "us/states/pa/districts/house/58"
 tenure:
   start: "2020-04-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 58 (PA State House of Representatives District 58).
 
+Represents [PA State House of Representatives District 58](/us/states/pa/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/eric-nelson.md b/data/jurisdictions/us/states/pa/people/eric-nelson.md
index 48c793b88d..c3a0626da7 100644
--- a/data/jurisdictions/us/states/pa/people/eric-nelson.md
+++ b/data/jurisdictions/us/states/pa/people/eric-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 57"
+represents: "us/states/pa/districts/house/57"
 tenure:
   start: "2016-04-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 57 (PA State House of Representatives District 57).
 
+Represents [PA State House of Representatives District 57](/us/states/pa/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/eric-weaknecht.md b/data/jurisdictions/us/states/pa/people/eric-weaknecht.md
index cc9e333802..1303c85feb 100644
--- a/data/jurisdictions/us/states/pa/people/eric-weaknecht.md
+++ b/data/jurisdictions/us/states/pa/people/eric-weaknecht.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 5"
+represents: "us/states/pa/districts/house/5"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 5 (PA State House of Representatives District 5).
 
+Represents [PA State House of Representatives District 5](/us/states/pa/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/frank-burns.md b/data/jurisdictions/us/states/pa/people/frank-burns.md
index 68a009ffa7..3287977a92 100644
--- a/data/jurisdictions/us/states/pa/people/frank-burns.md
+++ b/data/jurisdictions/us/states/pa/people/frank-burns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 72"
+represents: "us/states/pa/districts/house/72"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 72 (PA State House of Representatives District 72).
 
+Represents [PA State House of Representatives District 72](/us/states/pa/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/frank-farry.md b/data/jurisdictions/us/states/pa/people/frank-farry.md
index 079b094d89..c858d1e02a 100644
--- a/data/jurisdictions/us/states/pa/people/frank-farry.md
+++ b/data/jurisdictions/us/states/pa/people/frank-farry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 6"
+represents: "us/states/pa/districts/senate/6"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 6 (PA State Senate District 6).
 
+Represents [PA State Senate District 6](/us/states/pa/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/gary-day.md b/data/jurisdictions/us/states/pa/people/gary-day.md
index 7447e3a974..793fdc058d 100644
--- a/data/jurisdictions/us/states/pa/people/gary-day.md
+++ b/data/jurisdictions/us/states/pa/people/gary-day.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 187"
+represents: "us/states/pa/districts/house/187"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 187 (PA State House of Representatives District 187).
 
+Represents [PA State House of Representatives District 187](/us/states/pa/districts/house/187.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/gene-yaw.md b/data/jurisdictions/us/states/pa/people/gene-yaw.md
index d20fc6ae3b..4becebb886 100644
--- a/data/jurisdictions/us/states/pa/people/gene-yaw.md
+++ b/data/jurisdictions/us/states/pa/people/gene-yaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 23"
+represents: "us/states/pa/districts/senate/23"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 23 (PA State Senate District 23).
 
+Represents [PA State Senate District 23](/us/states/pa/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/george-margetas.md b/data/jurisdictions/us/states/pa/people/george-margetas.md
index 93e7ace57c..5512d802c3 100644
--- a/data/jurisdictions/us/states/pa/people/george-margetas.md
+++ b/data/jurisdictions/us/states/pa/people/george-margetas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 196"
+represents: "us/states/pa/districts/house/196"
 tenure:
   start: "2026-06-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 196 (PA State House of Representatives District 196).
 
+Represents [PA State House of Representatives District 196](/us/states/pa/districts/house/196.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/gina-curry.md b/data/jurisdictions/us/states/pa/people/gina-curry.md
index c742e9dc95..9c2f20551a 100644
--- a/data/jurisdictions/us/states/pa/people/gina-curry.md
+++ b/data/jurisdictions/us/states/pa/people/gina-curry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 164"
+represents: "us/states/pa/districts/house/164"
 tenure:
   start: "2021-12-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 164 (PA State House of Representatives District 164).
 
+Represents [PA State House of Representatives District 164](/us/states/pa/districts/house/164.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/greg-rothman.md b/data/jurisdictions/us/states/pa/people/greg-rothman.md
index e49fdd185e..ea7a581f76 100644
--- a/data/jurisdictions/us/states/pa/people/greg-rothman.md
+++ b/data/jurisdictions/us/states/pa/people/greg-rothman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 34"
+represents: "us/states/pa/districts/senate/34"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 34 (PA State Senate District 34).
 
+Represents [PA State Senate District 34](/us/states/pa/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/greg-scott.md b/data/jurisdictions/us/states/pa/people/greg-scott.md
index 823043c47b..f2330f9991 100644
--- a/data/jurisdictions/us/states/pa/people/greg-scott.md
+++ b/data/jurisdictions/us/states/pa/people/greg-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 54"
+represents: "us/states/pa/districts/house/54"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 54 (PA State House of Representatives District 54).
 
+Represents [PA State House of Representatives District 54](/us/states/pa/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/greg-vitali.md b/data/jurisdictions/us/states/pa/people/greg-vitali.md
index 18799fafab..27d16e1f1d 100644
--- a/data/jurisdictions/us/states/pa/people/greg-vitali.md
+++ b/data/jurisdictions/us/states/pa/people/greg-vitali.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 166"
+represents: "us/states/pa/districts/house/166"
 tenure:
   start: "1993-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 166 (PA State House of Representatives District 166).
 
+Represents [PA State House of Representatives District 166](/us/states/pa/districts/house/166.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/heather-boyd.md b/data/jurisdictions/us/states/pa/people/heather-boyd.md
index 78e243a371..256ee5e363 100644
--- a/data/jurisdictions/us/states/pa/people/heather-boyd.md
+++ b/data/jurisdictions/us/states/pa/people/heather-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 163"
+represents: "us/states/pa/districts/house/163"
 tenure:
   start: "2023-06-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 163 (PA State House of Representatives District 163).
 
+Represents [PA State House of Representatives District 163](/us/states/pa/districts/house/163.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/izzy-smith-wade-el.md b/data/jurisdictions/us/states/pa/people/izzy-smith-wade-el.md
index c94154a764..f07cecba14 100644
--- a/data/jurisdictions/us/states/pa/people/izzy-smith-wade-el.md
+++ b/data/jurisdictions/us/states/pa/people/izzy-smith-wade-el.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 49"
+represents: "us/states/pa/districts/house/49"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 49 (PA State House of Representatives District 49).
 
+Represents [PA State House of Representatives District 49](/us/states/pa/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jack-rader.md b/data/jurisdictions/us/states/pa/people/jack-rader.md
index 153700c8a6..c49f809371 100644
--- a/data/jurisdictions/us/states/pa/people/jack-rader.md
+++ b/data/jurisdictions/us/states/pa/people/jack-rader.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 176"
+represents: "us/states/pa/districts/house/176"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 176 (PA State House of Representatives District 176).
 
+Represents [PA State House of Representatives District 176](/us/states/pa/districts/house/176.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jacklyn-rusnock.md b/data/jurisdictions/us/states/pa/people/jacklyn-rusnock.md
index 6d3fe690bb..3093351d5a 100644
--- a/data/jurisdictions/us/states/pa/people/jacklyn-rusnock.md
+++ b/data/jurisdictions/us/states/pa/people/jacklyn-rusnock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 126"
+represents: "us/states/pa/districts/house/126"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 126 (PA State House of Representatives District 126).
 
+Represents [PA State House of Representatives District 126](/us/states/pa/districts/house/126.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jake-banta.md b/data/jurisdictions/us/states/pa/people/jake-banta.md
index c8056fa2ff..7fcb40a5fa 100644
--- a/data/jurisdictions/us/states/pa/people/jake-banta.md
+++ b/data/jurisdictions/us/states/pa/people/jake-banta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 4"
+represents: "us/states/pa/districts/house/4"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 4 (PA State House of Representatives District 4).
 
+Represents [PA State House of Representatives District 4](/us/states/pa/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/james-malone.md b/data/jurisdictions/us/states/pa/people/james-malone.md
index a8fc710830..2580f36215 100644
--- a/data/jurisdictions/us/states/pa/people/james-malone.md
+++ b/data/jurisdictions/us/states/pa/people/james-malone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 36"
+represents: "us/states/pa/districts/senate/36"
 tenure:
   start: "2025-05-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 36 (PA State Senate District 36).
 
+Represents [PA State Senate District 36](/us/states/pa/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jamie-barton.md b/data/jurisdictions/us/states/pa/people/jamie-barton.md
index af9ecfe266..4c956732ff 100644
--- a/data/jurisdictions/us/states/pa/people/jamie-barton.md
+++ b/data/jurisdictions/us/states/pa/people/jamie-barton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 124"
+represents: "us/states/pa/districts/house/124"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 124 (PA State House of Representatives District 124).
 
+Represents [PA State House of Representatives District 124](/us/states/pa/districts/house/124.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jamie-flick.md b/data/jurisdictions/us/states/pa/people/jamie-flick.md
index 16f88a4548..2ef4c1b215 100644
--- a/data/jurisdictions/us/states/pa/people/jamie-flick.md
+++ b/data/jurisdictions/us/states/pa/people/jamie-flick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 83"
+represents: "us/states/pa/districts/house/83"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 83 (PA State House of Representatives District 83).
 
+Represents [PA State House of Representatives District 83](/us/states/pa/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jamie-walsh.md b/data/jurisdictions/us/states/pa/people/jamie-walsh.md
index 3bdeafc1af..cf1338d830 100644
--- a/data/jurisdictions/us/states/pa/people/jamie-walsh.md
+++ b/data/jurisdictions/us/states/pa/people/jamie-walsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 117"
+represents: "us/states/pa/districts/house/117"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 117 (PA State House of Representatives District 117).
 
+Represents [PA State House of Representatives District 117](/us/states/pa/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jared-solomon.md b/data/jurisdictions/us/states/pa/people/jared-solomon.md
index 6beab60ab0..34591f7a98 100644
--- a/data/jurisdictions/us/states/pa/people/jared-solomon.md
+++ b/data/jurisdictions/us/states/pa/people/jared-solomon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 202"
+represents: "us/states/pa/districts/house/202"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 202 (PA State House of Representatives District 202).
 
+Represents [PA State House of Representatives District 202](/us/states/pa/districts/house/202.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jarrett-coleman.md b/data/jurisdictions/us/states/pa/people/jarrett-coleman.md
index 6b5e07026b..07381fa283 100644
--- a/data/jurisdictions/us/states/pa/people/jarrett-coleman.md
+++ b/data/jurisdictions/us/states/pa/people/jarrett-coleman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 16"
+represents: "us/states/pa/districts/senate/16"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 16 (PA State Senate District 16).
 
+Represents [PA State Senate District 16](/us/states/pa/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jason-dawkins.md b/data/jurisdictions/us/states/pa/people/jason-dawkins.md
index 6fded15996..68fe7cab32 100644
--- a/data/jurisdictions/us/states/pa/people/jason-dawkins.md
+++ b/data/jurisdictions/us/states/pa/people/jason-dawkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 179"
+represents: "us/states/pa/districts/house/179"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 179 (PA State House of Representatives District 179).
 
+Represents [PA State House of Representatives District 179](/us/states/pa/districts/house/179.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jason-ortitay.md b/data/jurisdictions/us/states/pa/people/jason-ortitay.md
index 0da6e7db25..3dc4621cc8 100644
--- a/data/jurisdictions/us/states/pa/people/jason-ortitay.md
+++ b/data/jurisdictions/us/states/pa/people/jason-ortitay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 46"
+represents: "us/states/pa/districts/house/46"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 46 (PA State House of Representatives District 46).
 
+Represents [PA State House of Representatives District 46](/us/states/pa/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jay-costa.md b/data/jurisdictions/us/states/pa/people/jay-costa.md
index 95ba51cb1b..4666835367 100644
--- a/data/jurisdictions/us/states/pa/people/jay-costa.md
+++ b/data/jurisdictions/us/states/pa/people/jay-costa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 43"
+represents: "us/states/pa/districts/senate/43"
 tenure:
   start: "1996-05-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 43 (PA State Senate District 43).
 
+Represents [PA State Senate District 43](/us/states/pa/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jeanne-mcneill.md b/data/jurisdictions/us/states/pa/people/jeanne-mcneill.md
index b27a23c93a..edf3ce8339 100644
--- a/data/jurisdictions/us/states/pa/people/jeanne-mcneill.md
+++ b/data/jurisdictions/us/states/pa/people/jeanne-mcneill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 133"
+represents: "us/states/pa/districts/house/133"
 tenure:
   start: "2018-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 133 (PA State House of Representatives District 133).
 
+Represents [PA State House of Representatives District 133](/us/states/pa/districts/house/133.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jeff-olsommer.md b/data/jurisdictions/us/states/pa/people/jeff-olsommer.md
index f1c40e02a7..dd42cd92fc 100644
--- a/data/jurisdictions/us/states/pa/people/jeff-olsommer.md
+++ b/data/jurisdictions/us/states/pa/people/jeff-olsommer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 139"
+represents: "us/states/pa/districts/house/139"
 tenure:
   start: "2024-05-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 139 (PA State House of Representatives District 139).
 
+Represents [PA State House of Representatives District 139](/us/states/pa/districts/house/139.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jen-mazzocco.md b/data/jurisdictions/us/states/pa/people/jen-mazzocco.md
index 897d8b0b9b..0a31f75cb6 100644
--- a/data/jurisdictions/us/states/pa/people/jen-mazzocco.md
+++ b/data/jurisdictions/us/states/pa/people/jen-mazzocco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 42"
+represents: "us/states/pa/districts/house/42"
 tenure:
   start: "2026-03-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 42 (PA State House of Representatives District 42).
 
+Represents [PA State House of Representatives District 42](/us/states/pa/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jenn-o-mara.md b/data/jurisdictions/us/states/pa/people/jenn-o-mara.md
index ef7ce7702d..a90bd712e2 100644
--- a/data/jurisdictions/us/states/pa/people/jenn-o-mara.md
+++ b/data/jurisdictions/us/states/pa/people/jenn-o-mara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 165"
+represents: "us/states/pa/districts/house/165"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 165 (PA State House of Representatives District 165).
 
+Represents [PA State House of Representatives District 165](/us/states/pa/districts/house/165.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jeremy-shaffer.md b/data/jurisdictions/us/states/pa/people/jeremy-shaffer.md
index e8c1366995..83411310ce 100644
--- a/data/jurisdictions/us/states/pa/people/jeremy-shaffer.md
+++ b/data/jurisdictions/us/states/pa/people/jeremy-shaffer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 28"
+represents: "us/states/pa/districts/house/28"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 28 (PA State House of Representatives District 28).
 
+Represents [PA State House of Representatives District 28](/us/states/pa/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jesse-topper.md b/data/jurisdictions/us/states/pa/people/jesse-topper.md
index 29e7c71c8f..21191cb5a2 100644
--- a/data/jurisdictions/us/states/pa/people/jesse-topper.md
+++ b/data/jurisdictions/us/states/pa/people/jesse-topper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 78"
+represents: "us/states/pa/districts/house/78"
 tenure:
   start: "2014-01-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 78 (PA State House of Representatives District 78).
 
+Represents [PA State House of Representatives District 78](/us/states/pa/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jessica-benham.md b/data/jurisdictions/us/states/pa/people/jessica-benham.md
index c9927b2ae8..3c0867c8f6 100644
--- a/data/jurisdictions/us/states/pa/people/jessica-benham.md
+++ b/data/jurisdictions/us/states/pa/people/jessica-benham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 36"
+represents: "us/states/pa/districts/house/36"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 36 (PA State House of Representatives District 36).
 
+Represents [PA State House of Representatives District 36](/us/states/pa/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jill-cooper.md b/data/jurisdictions/us/states/pa/people/jill-cooper.md
index 182df8c0df..ff5c5381f3 100644
--- a/data/jurisdictions/us/states/pa/people/jill-cooper.md
+++ b/data/jurisdictions/us/states/pa/people/jill-cooper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 55"
+represents: "us/states/pa/districts/house/55"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 55 (PA State House of Representatives District 55).
 
+Represents [PA State House of Representatives District 55](/us/states/pa/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jim-haddock.md b/data/jurisdictions/us/states/pa/people/jim-haddock.md
index 5d91fde14b..84b320ac69 100644
--- a/data/jurisdictions/us/states/pa/people/jim-haddock.md
+++ b/data/jurisdictions/us/states/pa/people/jim-haddock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 118"
+represents: "us/states/pa/districts/house/118"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 118 (PA State House of Representatives District 118).
 
+Represents [PA State House of Representatives District 118](/us/states/pa/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jim-prokopiak.md b/data/jurisdictions/us/states/pa/people/jim-prokopiak.md
index 4a420d1312..d513660807 100644
--- a/data/jurisdictions/us/states/pa/people/jim-prokopiak.md
+++ b/data/jurisdictions/us/states/pa/people/jim-prokopiak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 140"
+represents: "us/states/pa/districts/house/140"
 tenure:
   start: "2024-03-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 140 (PA State House of Representatives District 140).
 
+Represents [PA State House of Representatives District 140](/us/states/pa/districts/house/140.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jim-rigby.md b/data/jurisdictions/us/states/pa/people/jim-rigby.md
index f620fcb6cd..25341996e5 100644
--- a/data/jurisdictions/us/states/pa/people/jim-rigby.md
+++ b/data/jurisdictions/us/states/pa/people/jim-rigby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 71"
+represents: "us/states/pa/districts/house/71"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 71 (PA State House of Representatives District 71).
 
+Represents [PA State House of Representatives District 71](/us/states/pa/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jim-struzzi.md b/data/jurisdictions/us/states/pa/people/jim-struzzi.md
index fbb186688c..0919dfe8db 100644
--- a/data/jurisdictions/us/states/pa/people/jim-struzzi.md
+++ b/data/jurisdictions/us/states/pa/people/jim-struzzi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 62"
+represents: "us/states/pa/districts/house/62"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 62 (PA State House of Representatives District 62).
 
+Represents [PA State House of Representatives District 62](/us/states/pa/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joanna-mcclinton.md b/data/jurisdictions/us/states/pa/people/joanna-mcclinton.md
index b5bf7be0b8..5ebc7d42d0 100644
--- a/data/jurisdictions/us/states/pa/people/joanna-mcclinton.md
+++ b/data/jurisdictions/us/states/pa/people/joanna-mcclinton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 191"
+represents: "us/states/pa/districts/house/191"
 tenure:
   start: "2015-08-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 191 (PA State House of Representatives District 191).
 
+Represents [PA State House of Representatives District 191](/us/states/pa/districts/house/191.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joanne-stehr.md b/data/jurisdictions/us/states/pa/people/joanne-stehr.md
index 6c792ddff5..811d24018f 100644
--- a/data/jurisdictions/us/states/pa/people/joanne-stehr.md
+++ b/data/jurisdictions/us/states/pa/people/joanne-stehr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 107"
+represents: "us/states/pa/districts/house/107"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 107 (PA State House of Representatives District 107).
 
+Represents [PA State House of Representatives District 107](/us/states/pa/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-ciresi.md b/data/jurisdictions/us/states/pa/people/joe-ciresi.md
index 30a87aaf34..ce7a522c75 100644
--- a/data/jurisdictions/us/states/pa/people/joe-ciresi.md
+++ b/data/jurisdictions/us/states/pa/people/joe-ciresi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 146"
+represents: "us/states/pa/districts/house/146"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 146 (PA State House of Representatives District 146).
 
+Represents [PA State House of Representatives District 146](/us/states/pa/districts/house/146.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-d-orsie.md b/data/jurisdictions/us/states/pa/people/joe-d-orsie.md
index 32de8cf3dd..747f99145c 100644
--- a/data/jurisdictions/us/states/pa/people/joe-d-orsie.md
+++ b/data/jurisdictions/us/states/pa/people/joe-d-orsie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 47"
+represents: "us/states/pa/districts/house/47"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 47 (PA State House of Representatives District 47).
 
+Represents [PA State House of Representatives District 47](/us/states/pa/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-emrick.md b/data/jurisdictions/us/states/pa/people/joe-emrick.md
index 5183b9b017..ad461129d3 100644
--- a/data/jurisdictions/us/states/pa/people/joe-emrick.md
+++ b/data/jurisdictions/us/states/pa/people/joe-emrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 137"
+represents: "us/states/pa/districts/house/137"
 tenure:
   start: "2011-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 137 (PA State House of Representatives District 137).
 
+Represents [PA State House of Representatives District 137](/us/states/pa/districts/house/137.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-hamm.md b/data/jurisdictions/us/states/pa/people/joe-hamm.md
index f225499487..4dd73ba87f 100644
--- a/data/jurisdictions/us/states/pa/people/joe-hamm.md
+++ b/data/jurisdictions/us/states/pa/people/joe-hamm.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 84"
+represents: "us/states/pa/districts/house/84"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 84 (PA State House of Representatives District 84).
 
+Represents [PA State House of Representatives District 84](/us/states/pa/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-hogan.md b/data/jurisdictions/us/states/pa/people/joe-hogan.md
index b0b89b92b8..7aaefea0ff 100644
--- a/data/jurisdictions/us/states/pa/people/joe-hogan.md
+++ b/data/jurisdictions/us/states/pa/people/joe-hogan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 142"
+represents: "us/states/pa/districts/house/142"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 142 (PA State House of Representatives District 142).
 
+Represents [PA State House of Representatives District 142](/us/states/pa/districts/house/142.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-hohenstein.md b/data/jurisdictions/us/states/pa/people/joe-hohenstein.md
index 2499ab1ff2..69d9d3161b 100644
--- a/data/jurisdictions/us/states/pa/people/joe-hohenstein.md
+++ b/data/jurisdictions/us/states/pa/people/joe-hohenstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 177"
+represents: "us/states/pa/districts/house/177"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 177 (PA State House of Representatives District 177).
 
+Represents [PA State House of Representatives District 177](/us/states/pa/districts/house/177.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-kerwin.md b/data/jurisdictions/us/states/pa/people/joe-kerwin.md
index df94558485..5fe8f2e66a 100644
--- a/data/jurisdictions/us/states/pa/people/joe-kerwin.md
+++ b/data/jurisdictions/us/states/pa/people/joe-kerwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 125"
+represents: "us/states/pa/districts/house/125"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 125 (PA State House of Representatives District 125).
 
+Represents [PA State House of Representatives District 125](/us/states/pa/districts/house/125.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-mcandrew.md b/data/jurisdictions/us/states/pa/people/joe-mcandrew.md
index 5356cc2184..78c36c3f78 100644
--- a/data/jurisdictions/us/states/pa/people/joe-mcandrew.md
+++ b/data/jurisdictions/us/states/pa/people/joe-mcandrew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 32"
+represents: "us/states/pa/districts/house/32"
 tenure:
   start: "2023-02-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 32 (PA State House of Representatives District 32).
 
+Represents [PA State House of Representatives District 32](/us/states/pa/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-picozzi.md b/data/jurisdictions/us/states/pa/people/joe-picozzi.md
index 1b03daaeb9..51403ad13f 100644
--- a/data/jurisdictions/us/states/pa/people/joe-picozzi.md
+++ b/data/jurisdictions/us/states/pa/people/joe-picozzi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 5"
+represents: "us/states/pa/districts/senate/5"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 5 (PA State Senate District 5).
 
+Represents [PA State Senate District 5](/us/states/pa/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-pittman.md b/data/jurisdictions/us/states/pa/people/joe-pittman.md
index 95c349baa6..cbb7745ca3 100644
--- a/data/jurisdictions/us/states/pa/people/joe-pittman.md
+++ b/data/jurisdictions/us/states/pa/people/joe-pittman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 41"
+represents: "us/states/pa/districts/senate/41"
 tenure:
   start: "2019-06-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 41 (PA State Senate District 41).
 
+Represents [PA State Senate District 41](/us/states/pa/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/joe-webster.md b/data/jurisdictions/us/states/pa/people/joe-webster.md
index 6ef5b767f9..ea7b0e9feb 100644
--- a/data/jurisdictions/us/states/pa/people/joe-webster.md
+++ b/data/jurisdictions/us/states/pa/people/joe-webster.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 150"
+represents: "us/states/pa/districts/house/150"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 150 (PA State House of Representatives District 150).
 
+Represents [PA State House of Representatives District 150](/us/states/pa/districts/house/150.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/johanny-cepeda-freytiz.md b/data/jurisdictions/us/states/pa/people/johanny-cepeda-freytiz.md
index 97ba6267ea..54ac633a36 100644
--- a/data/jurisdictions/us/states/pa/people/johanny-cepeda-freytiz.md
+++ b/data/jurisdictions/us/states/pa/people/johanny-cepeda-freytiz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 129"
+represents: "us/states/pa/districts/house/129"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 129 (PA State House of Representatives District 129).
 
+Represents [PA State House of Representatives District 129](/us/states/pa/districts/house/129.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/john-inglis.md b/data/jurisdictions/us/states/pa/people/john-inglis.md
index b9f51c164f..948aac8c6b 100644
--- a/data/jurisdictions/us/states/pa/people/john-inglis.md
+++ b/data/jurisdictions/us/states/pa/people/john-inglis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 38"
+represents: "us/states/pa/districts/house/38"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 38 (PA State House of Representatives District 38).
 
+Represents [PA State House of Representatives District 38](/us/states/pa/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/john-kane.md b/data/jurisdictions/us/states/pa/people/john-kane.md
index a00403915a..c85e30653a 100644
--- a/data/jurisdictions/us/states/pa/people/john-kane.md
+++ b/data/jurisdictions/us/states/pa/people/john-kane.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 9"
+represents: "us/states/pa/districts/senate/9"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 9 (PA State Senate District 9).
 
+Represents [PA State Senate District 9](/us/states/pa/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/john-lawrence.md b/data/jurisdictions/us/states/pa/people/john-lawrence.md
index 589e6645bf..54499518ed 100644
--- a/data/jurisdictions/us/states/pa/people/john-lawrence.md
+++ b/data/jurisdictions/us/states/pa/people/john-lawrence.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 13"
+represents: "us/states/pa/districts/house/13"
 tenure:
   start: "2010-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 13 (PA State House of Representatives District 13).
 
+Represents [PA State House of Representatives District 13](/us/states/pa/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/john-schlegel.md b/data/jurisdictions/us/states/pa/people/john-schlegel.md
index 7f38bf7cb4..b91e4d6a20 100644
--- a/data/jurisdictions/us/states/pa/people/john-schlegel.md
+++ b/data/jurisdictions/us/states/pa/people/john-schlegel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 101"
+represents: "us/states/pa/districts/house/101"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 101 (PA State House of Representatives District 101).
 
+Represents [PA State House of Representatives District 101](/us/states/pa/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jonathan-fritz.md b/data/jurisdictions/us/states/pa/people/jonathan-fritz.md
index c0fb145ef1..e21b61534f 100644
--- a/data/jurisdictions/us/states/pa/people/jonathan-fritz.md
+++ b/data/jurisdictions/us/states/pa/people/jonathan-fritz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 111"
+represents: "us/states/pa/districts/house/111"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 111 (PA State House of Representatives District 111).
 
+Represents [PA State House of Representatives District 111](/us/states/pa/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jordan-harris.md b/data/jurisdictions/us/states/pa/people/jordan-harris.md
index c7003892e8..522d0d90a3 100644
--- a/data/jurisdictions/us/states/pa/people/jordan-harris.md
+++ b/data/jurisdictions/us/states/pa/people/jordan-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 186"
+represents: "us/states/pa/districts/house/186"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 186 (PA State House of Representatives District 186).
 
+Represents [PA State House of Representatives District 186](/us/states/pa/districts/house/186.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/jose-giral.md b/data/jurisdictions/us/states/pa/people/jose-giral.md
index 3c97a3cc28..322581f2d8 100644
--- a/data/jurisdictions/us/states/pa/people/jose-giral.md
+++ b/data/jurisdictions/us/states/pa/people/jose-giral.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 180"
+represents: "us/states/pa/districts/house/180"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 180 (PA State House of Representatives District 180).
 
+Represents [PA State House of Representatives District 180](/us/states/pa/districts/house/180.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/josh-bashline.md b/data/jurisdictions/us/states/pa/people/josh-bashline.md
index de7b2648c1..d28aa13103 100644
--- a/data/jurisdictions/us/states/pa/people/josh-bashline.md
+++ b/data/jurisdictions/us/states/pa/people/josh-bashline.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 63"
+represents: "us/states/pa/districts/house/63"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 63 (PA State House of Representatives District 63).
 
+Represents [PA State House of Representatives District 63](/us/states/pa/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/josh-kail.md b/data/jurisdictions/us/states/pa/people/josh-kail.md
index 52e8fd700e..dbb36c23cd 100644
--- a/data/jurisdictions/us/states/pa/people/josh-kail.md
+++ b/data/jurisdictions/us/states/pa/people/josh-kail.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 15"
+represents: "us/states/pa/districts/house/15"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 15 (PA State House of Representatives District 15).
 
+Represents [PA State House of Representatives District 15](/us/states/pa/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/judy-schwank.md b/data/jurisdictions/us/states/pa/people/judy-schwank.md
index 9600074784..7e0f19553a 100644
--- a/data/jurisdictions/us/states/pa/people/judy-schwank.md
+++ b/data/jurisdictions/us/states/pa/people/judy-schwank.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 11"
+represents: "us/states/pa/districts/senate/11"
 tenure:
   start: "2011-04-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 11 (PA State Senate District 11).
 
+Represents [PA State Senate District 11](/us/states/pa/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/judy-ward.md b/data/jurisdictions/us/states/pa/people/judy-ward.md
index e9af3aec0e..6721bda0e5 100644
--- a/data/jurisdictions/us/states/pa/people/judy-ward.md
+++ b/data/jurisdictions/us/states/pa/people/judy-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 30"
+represents: "us/states/pa/districts/senate/30"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 30 (PA State Senate District 30).
 
+Represents [PA State Senate District 30](/us/states/pa/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/justin-fleming.md b/data/jurisdictions/us/states/pa/people/justin-fleming.md
index 39403f0cb8..55724d6717 100644
--- a/data/jurisdictions/us/states/pa/people/justin-fleming.md
+++ b/data/jurisdictions/us/states/pa/people/justin-fleming.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 105"
+represents: "us/states/pa/districts/house/105"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 105 (PA State House of Representatives District 105).
 
+Represents [PA State House of Representatives District 105](/us/states/pa/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/k-c-tomlinson.md b/data/jurisdictions/us/states/pa/people/k-c-tomlinson.md
index 978b970cab..d8c4c77e18 100644
--- a/data/jurisdictions/us/states/pa/people/k-c-tomlinson.md
+++ b/data/jurisdictions/us/states/pa/people/k-c-tomlinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 18"
+represents: "us/states/pa/districts/house/18"
 tenure:
   start: "2020-04-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 18 (PA State House of Representatives District 18).
 
+Represents [PA State House of Representatives District 18](/us/states/pa/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/kate-klunk.md b/data/jurisdictions/us/states/pa/people/kate-klunk.md
index d4d1d9ff8c..b94563d898 100644
--- a/data/jurisdictions/us/states/pa/people/kate-klunk.md
+++ b/data/jurisdictions/us/states/pa/people/kate-klunk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 169"
+represents: "us/states/pa/districts/house/169"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 169 (PA State House of Representatives District 169).
 
+Represents [PA State House of Representatives District 169](/us/states/pa/districts/house/169.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/kathy-rapp.md b/data/jurisdictions/us/states/pa/people/kathy-rapp.md
index 1166c7a3a0..3208ea5d24 100644
--- a/data/jurisdictions/us/states/pa/people/kathy-rapp.md
+++ b/data/jurisdictions/us/states/pa/people/kathy-rapp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 65"
+represents: "us/states/pa/districts/house/65"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 65 (PA State House of Representatives District 65).
 
+Represents [PA State House of Representatives District 65](/us/states/pa/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/katie-muth.md b/data/jurisdictions/us/states/pa/people/katie-muth.md
index a0e405952e..58e075e767 100644
--- a/data/jurisdictions/us/states/pa/people/katie-muth.md
+++ b/data/jurisdictions/us/states/pa/people/katie-muth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 44"
+represents: "us/states/pa/districts/senate/44"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 44 (PA State Senate District 44).
 
+Represents [PA State Senate District 44](/us/states/pa/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/keith-greiner.md b/data/jurisdictions/us/states/pa/people/keith-greiner.md
index 8443139799..d2c54585cf 100644
--- a/data/jurisdictions/us/states/pa/people/keith-greiner.md
+++ b/data/jurisdictions/us/states/pa/people/keith-greiner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 43"
+represents: "us/states/pa/districts/house/43"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 43 (PA State House of Representatives District 43).
 
+Represents [PA State House of Representatives District 43](/us/states/pa/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/keith-harris.md b/data/jurisdictions/us/states/pa/people/keith-harris.md
index 8e8afb99d4..8af228b5bd 100644
--- a/data/jurisdictions/us/states/pa/people/keith-harris.md
+++ b/data/jurisdictions/us/states/pa/people/keith-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 195"
+represents: "us/states/pa/districts/house/195"
 tenure:
   start: "2024-09-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 195 (PA State House of Representatives District 195).
 
+Represents [PA State House of Representatives District 195](/us/states/pa/districts/house/195.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/kerry-benninghoff.md b/data/jurisdictions/us/states/pa/people/kerry-benninghoff.md
index e27cca9841..3f89967642 100644
--- a/data/jurisdictions/us/states/pa/people/kerry-benninghoff.md
+++ b/data/jurisdictions/us/states/pa/people/kerry-benninghoff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 171"
+represents: "us/states/pa/districts/house/171"
 tenure:
   start: "1997-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 171 (PA State House of Representatives District 171).
 
+Represents [PA State House of Representatives District 171](/us/states/pa/districts/house/171.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/kim-ward.md b/data/jurisdictions/us/states/pa/people/kim-ward.md
index 4ee2599db6..ffd222d955 100644
--- a/data/jurisdictions/us/states/pa/people/kim-ward.md
+++ b/data/jurisdictions/us/states/pa/people/kim-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 39"
+represents: "us/states/pa/districts/senate/39"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 39 (PA State Senate District 39).
 
+Represents [PA State Senate District 39](/us/states/pa/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/kristin-marcell.md b/data/jurisdictions/us/states/pa/people/kristin-marcell.md
index 2627622f9c..9ef0226fbb 100644
--- a/data/jurisdictions/us/states/pa/people/kristin-marcell.md
+++ b/data/jurisdictions/us/states/pa/people/kristin-marcell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 178"
+represents: "us/states/pa/districts/house/178"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 178 (PA State House of Representatives District 178).
 
+Represents [PA State House of Representatives District 178](/us/states/pa/districts/house/178.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/kristin-phillips-hill.md b/data/jurisdictions/us/states/pa/people/kristin-phillips-hill.md
index e221137ba4..31e1f49f55 100644
--- a/data/jurisdictions/us/states/pa/people/kristin-phillips-hill.md
+++ b/data/jurisdictions/us/states/pa/people/kristin-phillips-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 28"
+represents: "us/states/pa/districts/senate/28"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 28 (PA State Senate District 28).
 
+Represents [PA State Senate District 28](/us/states/pa/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/kristine-howard.md b/data/jurisdictions/us/states/pa/people/kristine-howard.md
index 81f190831e..e8f2723096 100644
--- a/data/jurisdictions/us/states/pa/people/kristine-howard.md
+++ b/data/jurisdictions/us/states/pa/people/kristine-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 167"
+represents: "us/states/pa/districts/house/167"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 167 (PA State House of Representatives District 167).
 
+Represents [PA State House of Representatives District 167](/us/states/pa/districts/house/167.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/kyle-donahue.md b/data/jurisdictions/us/states/pa/people/kyle-donahue.md
index 1ea6f58278..180073d1ef 100644
--- a/data/jurisdictions/us/states/pa/people/kyle-donahue.md
+++ b/data/jurisdictions/us/states/pa/people/kyle-donahue.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 113"
+represents: "us/states/pa/districts/house/113"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 113 (PA State House of Representatives District 113).
 
+Represents [PA State House of Representatives District 113](/us/states/pa/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/kyle-mullins.md b/data/jurisdictions/us/states/pa/people/kyle-mullins.md
index 757b4327eb..d16728a18b 100644
--- a/data/jurisdictions/us/states/pa/people/kyle-mullins.md
+++ b/data/jurisdictions/us/states/pa/people/kyle-mullins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 112"
+represents: "us/states/pa/districts/house/112"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 112 (PA State House of Representatives District 112).
 
+Represents [PA State House of Representatives District 112](/us/states/pa/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/la-tasha-mayes.md b/data/jurisdictions/us/states/pa/people/la-tasha-mayes.md
index 738fc955eb..bdccb679ad 100644
--- a/data/jurisdictions/us/states/pa/people/la-tasha-mayes.md
+++ b/data/jurisdictions/us/states/pa/people/la-tasha-mayes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 24"
+represents: "us/states/pa/districts/house/24"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 24 (PA State House of Representatives District 24).
 
+Represents [PA State House of Representatives District 24](/us/states/pa/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/leanne-krueger.md b/data/jurisdictions/us/states/pa/people/leanne-krueger.md
index fedf9c43b5..7c672f5258 100644
--- a/data/jurisdictions/us/states/pa/people/leanne-krueger.md
+++ b/data/jurisdictions/us/states/pa/people/leanne-krueger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 161"
+represents: "us/states/pa/districts/house/161"
 tenure:
   start: "2015-08-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 161 (PA State House of Representatives District 161).
 
+Represents [PA State House of Representatives District 161](/us/states/pa/districts/house/161.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/lee-james.md b/data/jurisdictions/us/states/pa/people/lee-james.md
index 5618925cc2..f023f2b63c 100644
--- a/data/jurisdictions/us/states/pa/people/lee-james.md
+++ b/data/jurisdictions/us/states/pa/people/lee-james.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 64"
+represents: "us/states/pa/districts/house/64"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 64 (PA State House of Representatives District 64).
 
+Represents [PA State House of Representatives District 64](/us/states/pa/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/leslie-rossi.md b/data/jurisdictions/us/states/pa/people/leslie-rossi.md
index e75ae619d4..7fa3f0155c 100644
--- a/data/jurisdictions/us/states/pa/people/leslie-rossi.md
+++ b/data/jurisdictions/us/states/pa/people/leslie-rossi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 59"
+represents: "us/states/pa/districts/house/59"
 tenure:
   start: "2021-06-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 59 (PA State House of Representatives District 59).
 
+Represents [PA State House of Representatives District 59](/us/states/pa/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/lindsay-powell.md b/data/jurisdictions/us/states/pa/people/lindsay-powell.md
index a3f479bd46..c6ea563cf9 100644
--- a/data/jurisdictions/us/states/pa/people/lindsay-powell.md
+++ b/data/jurisdictions/us/states/pa/people/lindsay-powell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 21"
+represents: "us/states/pa/districts/house/21"
 tenure:
   start: "2023-10-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 21 (PA State House of Representatives District 21).
 
+Represents [PA State House of Representatives District 21](/us/states/pa/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/lindsey-williams.md b/data/jurisdictions/us/states/pa/people/lindsey-williams.md
index 64fd3c7b66..24ce8f8ba0 100644
--- a/data/jurisdictions/us/states/pa/people/lindsey-williams.md
+++ b/data/jurisdictions/us/states/pa/people/lindsey-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 38"
+represents: "us/states/pa/districts/senate/38"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 38 (PA State Senate District 38).
 
+Represents [PA State Senate District 38](/us/states/pa/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/lisa-baker.md b/data/jurisdictions/us/states/pa/people/lisa-baker.md
index f5d8dcf4a1..252e7f8470 100644
--- a/data/jurisdictions/us/states/pa/people/lisa-baker.md
+++ b/data/jurisdictions/us/states/pa/people/lisa-baker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 20"
+represents: "us/states/pa/districts/senate/20"
 tenure:
   start: "2007-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 20 (PA State Senate District 20).
 
+Represents [PA State Senate District 20](/us/states/pa/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/lisa-borowski.md b/data/jurisdictions/us/states/pa/people/lisa-borowski.md
index 16b83ae927..00fb69b412 100644
--- a/data/jurisdictions/us/states/pa/people/lisa-borowski.md
+++ b/data/jurisdictions/us/states/pa/people/lisa-borowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 168"
+represents: "us/states/pa/districts/house/168"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 168 (PA State House of Representatives District 168).
 
+Represents [PA State House of Representatives District 168](/us/states/pa/districts/house/168.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/lisa-boscola.md b/data/jurisdictions/us/states/pa/people/lisa-boscola.md
index 7905770475..3c1c3d3b93 100644
--- a/data/jurisdictions/us/states/pa/people/lisa-boscola.md
+++ b/data/jurisdictions/us/states/pa/people/lisa-boscola.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 18"
+represents: "us/states/pa/districts/senate/18"
 tenure:
   start: "1999-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 18 (PA State Senate District 18).
 
+Represents [PA State Senate District 18](/us/states/pa/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/liz-hanbidge.md b/data/jurisdictions/us/states/pa/people/liz-hanbidge.md
index b3967cb345..0889118d65 100644
--- a/data/jurisdictions/us/states/pa/people/liz-hanbidge.md
+++ b/data/jurisdictions/us/states/pa/people/liz-hanbidge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 61"
+represents: "us/states/pa/districts/house/61"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 61 (PA State House of Representatives District 61).
 
+Represents [PA State House of Representatives District 61](/us/states/pa/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/lynda-culver.md b/data/jurisdictions/us/states/pa/people/lynda-culver.md
index 7318cf0218..a278363dd7 100644
--- a/data/jurisdictions/us/states/pa/people/lynda-culver.md
+++ b/data/jurisdictions/us/states/pa/people/lynda-culver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 27"
+represents: "us/states/pa/districts/senate/27"
 tenure:
   start: "2023-02-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 27 (PA State Senate District 27).
 
+Represents [PA State Senate District 27](/us/states/pa/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/malcolm-kenyatta.md b/data/jurisdictions/us/states/pa/people/malcolm-kenyatta.md
index dab49eb53b..41721e8605 100644
--- a/data/jurisdictions/us/states/pa/people/malcolm-kenyatta.md
+++ b/data/jurisdictions/us/states/pa/people/malcolm-kenyatta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 181"
+represents: "us/states/pa/districts/house/181"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 181 (PA State House of Representatives District 181).
 
+Represents [PA State House of Representatives District 181](/us/states/pa/districts/house/181.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/mandy-steele.md b/data/jurisdictions/us/states/pa/people/mandy-steele.md
index 6b06e149d5..b23a1ef0b9 100644
--- a/data/jurisdictions/us/states/pa/people/mandy-steele.md
+++ b/data/jurisdictions/us/states/pa/people/mandy-steele.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 33"
+represents: "us/states/pa/districts/house/33"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 33 (PA State House of Representatives District 33).
 
+Represents [PA State House of Representatives District 33](/us/states/pa/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/manny-guzman.md b/data/jurisdictions/us/states/pa/people/manny-guzman.md
index dd00679b12..c7161b7c9c 100644
--- a/data/jurisdictions/us/states/pa/people/manny-guzman.md
+++ b/data/jurisdictions/us/states/pa/people/manny-guzman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 127"
+represents: "us/states/pa/districts/house/127"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 127 (PA State House of Representatives District 127).
 
+Represents [PA State House of Representatives District 127](/us/states/pa/districts/house/127.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/marc-anderson.md b/data/jurisdictions/us/states/pa/people/marc-anderson.md
index 7eb01ce123..fcf317a48d 100644
--- a/data/jurisdictions/us/states/pa/people/marc-anderson.md
+++ b/data/jurisdictions/us/states/pa/people/marc-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 92"
+represents: "us/states/pa/districts/house/92"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 92 (PA State House of Representatives District 92).
 
+Represents [PA State House of Representatives District 92](/us/states/pa/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/marci-mustello.md b/data/jurisdictions/us/states/pa/people/marci-mustello.md
index b033a43bec..abfb987557 100644
--- a/data/jurisdictions/us/states/pa/people/marci-mustello.md
+++ b/data/jurisdictions/us/states/pa/people/marci-mustello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 11"
+represents: "us/states/pa/districts/house/11"
 tenure:
   start: "2019-06-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 11 (PA State House of Representatives District 11).
 
+Represents [PA State House of Representatives District 11](/us/states/pa/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/maria-collett.md b/data/jurisdictions/us/states/pa/people/maria-collett.md
index 87e3557661..f12e6dbae4 100644
--- a/data/jurisdictions/us/states/pa/people/maria-collett.md
+++ b/data/jurisdictions/us/states/pa/people/maria-collett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 12"
+represents: "us/states/pa/districts/senate/12"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 12 (PA State Senate District 12).
 
+Represents [PA State Senate District 12](/us/states/pa/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/mark-gillen.md b/data/jurisdictions/us/states/pa/people/mark-gillen.md
index dae7c94c81..3d55656df7 100644
--- a/data/jurisdictions/us/states/pa/people/mark-gillen.md
+++ b/data/jurisdictions/us/states/pa/people/mark-gillen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 128"
+represents: "us/states/pa/districts/house/128"
 tenure:
   start: "2011-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 128 (PA State House of Representatives District 128).
 
+Represents [PA State House of Representatives District 128](/us/states/pa/districts/house/128.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/marla-brown.md b/data/jurisdictions/us/states/pa/people/marla-brown.md
index 8d5d58d80b..6ece8809c9 100644
--- a/data/jurisdictions/us/states/pa/people/marla-brown.md
+++ b/data/jurisdictions/us/states/pa/people/marla-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 9"
+represents: "us/states/pa/districts/house/9"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 9 (PA State House of Representatives District 9).
 
+Represents [PA State House of Representatives District 9](/us/states/pa/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/martina-white.md b/data/jurisdictions/us/states/pa/people/martina-white.md
index 4edfaf8914..3180a55165 100644
--- a/data/jurisdictions/us/states/pa/people/martina-white.md
+++ b/data/jurisdictions/us/states/pa/people/martina-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 170"
+represents: "us/states/pa/districts/house/170"
 tenure:
   start: "2015-04-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 170 (PA State House of Representatives District 170).
 
+Represents [PA State House of Representatives District 170](/us/states/pa/districts/house/170.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/marty-causer.md b/data/jurisdictions/us/states/pa/people/marty-causer.md
index cb9c739126..47323e51c9 100644
--- a/data/jurisdictions/us/states/pa/people/marty-causer.md
+++ b/data/jurisdictions/us/states/pa/people/marty-causer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 67"
+represents: "us/states/pa/districts/house/67"
 tenure:
   start: "2003-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 67 (PA State House of Representatives District 67).
 
+Represents [PA State House of Representatives District 67](/us/states/pa/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/marty-flynn.md b/data/jurisdictions/us/states/pa/people/marty-flynn.md
index 4faf704306..7480f13951 100644
--- a/data/jurisdictions/us/states/pa/people/marty-flynn.md
+++ b/data/jurisdictions/us/states/pa/people/marty-flynn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 22"
+represents: "us/states/pa/districts/senate/22"
 tenure:
   start: "2021-06-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 22 (PA State Senate District 22).
 
+Represents [PA State Senate District 22](/us/states/pa/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/mary-isaacson.md b/data/jurisdictions/us/states/pa/people/mary-isaacson.md
index 323d3f0746..87bfc02ab0 100644
--- a/data/jurisdictions/us/states/pa/people/mary-isaacson.md
+++ b/data/jurisdictions/us/states/pa/people/mary-isaacson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 175"
+represents: "us/states/pa/districts/house/175"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 175 (PA State House of Representatives District 175).
 
+Represents [PA State House of Representatives District 175](/us/states/pa/districts/house/175.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/mary-jo-daley.md b/data/jurisdictions/us/states/pa/people/mary-jo-daley.md
index 1ccfee08a3..c3164fa059 100644
--- a/data/jurisdictions/us/states/pa/people/mary-jo-daley.md
+++ b/data/jurisdictions/us/states/pa/people/mary-jo-daley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 148"
+represents: "us/states/pa/districts/house/148"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 148 (PA State House of Representatives District 148).
 
+Represents [PA State House of Representatives District 148](/us/states/pa/districts/house/148.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/matt-bradford.md b/data/jurisdictions/us/states/pa/people/matt-bradford.md
index deb6fc45a0..1e86178874 100644
--- a/data/jurisdictions/us/states/pa/people/matt-bradford.md
+++ b/data/jurisdictions/us/states/pa/people/matt-bradford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 70"
+represents: "us/states/pa/districts/house/70"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 70 (PA State House of Representatives District 70).
 
+Represents [PA State House of Representatives District 70](/us/states/pa/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/maureen-madden.md b/data/jurisdictions/us/states/pa/people/maureen-madden.md
index 6178fb26c1..9e7fd96a38 100644
--- a/data/jurisdictions/us/states/pa/people/maureen-madden.md
+++ b/data/jurisdictions/us/states/pa/people/maureen-madden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 115"
+represents: "us/states/pa/districts/house/115"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 115 (PA State House of Representatives District 115).
 
+Represents [PA State House of Representatives District 115](/us/states/pa/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/melissa-shusterman.md b/data/jurisdictions/us/states/pa/people/melissa-shusterman.md
index d8f3a1bc1b..8f4f03315f 100644
--- a/data/jurisdictions/us/states/pa/people/melissa-shusterman.md
+++ b/data/jurisdictions/us/states/pa/people/melissa-shusterman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 157"
+represents: "us/states/pa/districts/house/157"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 157 (PA State House of Representatives District 157).
 
+Represents [PA State House of Representatives District 157](/us/states/pa/districts/house/157.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/michael-stender.md b/data/jurisdictions/us/states/pa/people/michael-stender.md
index 22d3c7183e..b6bc36687d 100644
--- a/data/jurisdictions/us/states/pa/people/michael-stender.md
+++ b/data/jurisdictions/us/states/pa/people/michael-stender.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 108"
+represents: "us/states/pa/districts/house/108"
 tenure:
   start: "2023-06-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 108 (PA State House of Representatives District 108).
 
+Represents [PA State House of Representatives District 108](/us/states/pa/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/michele-brooks.md b/data/jurisdictions/us/states/pa/people/michele-brooks.md
index 96c62142c2..b821db4d79 100644
--- a/data/jurisdictions/us/states/pa/people/michele-brooks.md
+++ b/data/jurisdictions/us/states/pa/people/michele-brooks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 50"
+represents: "us/states/pa/districts/senate/50"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 50 (PA State Senate District 50).
 
+Represents [PA State Senate District 50](/us/states/pa/districts/senate/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/mike-armanini.md b/data/jurisdictions/us/states/pa/people/mike-armanini.md
index 6410257caa..3e51d01e18 100644
--- a/data/jurisdictions/us/states/pa/people/mike-armanini.md
+++ b/data/jurisdictions/us/states/pa/people/mike-armanini.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 75"
+represents: "us/states/pa/districts/house/75"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 75 (PA State House of Representatives District 75).
 
+Represents [PA State House of Representatives District 75](/us/states/pa/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/mike-jones.md b/data/jurisdictions/us/states/pa/people/mike-jones.md
index de6e33c755..3cc70cfc6f 100644
--- a/data/jurisdictions/us/states/pa/people/mike-jones.md
+++ b/data/jurisdictions/us/states/pa/people/mike-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 93"
+represents: "us/states/pa/districts/house/93"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 93 (PA State House of Representatives District 93).
 
+Represents [PA State House of Representatives District 93](/us/states/pa/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/mike-schlossberg.md b/data/jurisdictions/us/states/pa/people/mike-schlossberg.md
index c31f0f94dc..f3848bcd8a 100644
--- a/data/jurisdictions/us/states/pa/people/mike-schlossberg.md
+++ b/data/jurisdictions/us/states/pa/people/mike-schlossberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 132"
+represents: "us/states/pa/districts/house/132"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 132 (PA State House of Representatives District 132).
 
+Represents [PA State House of Representatives District 132](/us/states/pa/districts/house/132.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/milou-mackenzie.md b/data/jurisdictions/us/states/pa/people/milou-mackenzie.md
index 0f502b2009..7f46f0caa1 100644
--- a/data/jurisdictions/us/states/pa/people/milou-mackenzie.md
+++ b/data/jurisdictions/us/states/pa/people/milou-mackenzie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 131"
+represents: "us/states/pa/districts/house/131"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 131 (PA State House of Representatives District 131).
 
+Represents [PA State House of Representatives District 131](/us/states/pa/districts/house/131.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/mindy-fee.md b/data/jurisdictions/us/states/pa/people/mindy-fee.md
index 053022bdf1..663823e47c 100644
--- a/data/jurisdictions/us/states/pa/people/mindy-fee.md
+++ b/data/jurisdictions/us/states/pa/people/mindy-fee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 37"
+represents: "us/states/pa/districts/house/37"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 37 (PA State House of Representatives District 37).
 
+Represents [PA State House of Representatives District 37](/us/states/pa/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/missy-cerrato.md b/data/jurisdictions/us/states/pa/people/missy-cerrato.md
index ce0f6ff259..677ac3ed73 100644
--- a/data/jurisdictions/us/states/pa/people/missy-cerrato.md
+++ b/data/jurisdictions/us/states/pa/people/missy-cerrato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 151"
+represents: "us/states/pa/districts/house/151"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 151 (PA State House of Representatives District 151).
 
+Represents [PA State House of Representatives District 151](/us/states/pa/districts/house/151.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/morgan-cephas.md b/data/jurisdictions/us/states/pa/people/morgan-cephas.md
index a69e551e43..f3db58c944 100644
--- a/data/jurisdictions/us/states/pa/people/morgan-cephas.md
+++ b/data/jurisdictions/us/states/pa/people/morgan-cephas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 192"
+represents: "us/states/pa/districts/house/192"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 192 (PA State House of Representatives District 192).
 
+Represents [PA State House of Representatives District 192](/us/states/pa/districts/house/192.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/nancy-guenst.md b/data/jurisdictions/us/states/pa/people/nancy-guenst.md
index be4fe55fd0..a5a7c38cd3 100644
--- a/data/jurisdictions/us/states/pa/people/nancy-guenst.md
+++ b/data/jurisdictions/us/states/pa/people/nancy-guenst.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 152"
+represents: "us/states/pa/districts/house/152"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 152 (PA State House of Representatives District 152).
 
+Represents [PA State House of Representatives District 152](/us/states/pa/districts/house/152.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/napoleon-nelson.md b/data/jurisdictions/us/states/pa/people/napoleon-nelson.md
index 58a9348c9e..ce600ff5c0 100644
--- a/data/jurisdictions/us/states/pa/people/napoleon-nelson.md
+++ b/data/jurisdictions/us/states/pa/people/napoleon-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 154"
+represents: "us/states/pa/districts/house/154"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 154 (PA State House of Representatives District 154).
 
+Represents [PA State House of Representatives District 154](/us/states/pa/districts/house/154.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/natalie-mihalek.md b/data/jurisdictions/us/states/pa/people/natalie-mihalek.md
index c431dbafd1..ded16abb1b 100644
--- a/data/jurisdictions/us/states/pa/people/natalie-mihalek.md
+++ b/data/jurisdictions/us/states/pa/people/natalie-mihalek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 40"
+represents: "us/states/pa/districts/house/40"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 40 (PA State House of Representatives District 40).
 
+Represents [PA State House of Representatives District 40](/us/states/pa/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/nate-davidson.md b/data/jurisdictions/us/states/pa/people/nate-davidson.md
index 21faee87e4..ba3344d286 100644
--- a/data/jurisdictions/us/states/pa/people/nate-davidson.md
+++ b/data/jurisdictions/us/states/pa/people/nate-davidson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 103"
+represents: "us/states/pa/districts/house/103"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 103 (PA State House of Representatives District 103).
 
+Represents [PA State House of Representatives District 103](/us/states/pa/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/nick-miller.md b/data/jurisdictions/us/states/pa/people/nick-miller.md
index 4e434bc38d..4b4954d7ca 100644
--- a/data/jurisdictions/us/states/pa/people/nick-miller.md
+++ b/data/jurisdictions/us/states/pa/people/nick-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 14"
+represents: "us/states/pa/districts/senate/14"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 14 (PA State Senate District 14).
 
+Represents [PA State Senate District 14](/us/states/pa/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/nick-pisciottano.md b/data/jurisdictions/us/states/pa/people/nick-pisciottano.md
index 68add63f05..d2251309e4 100644
--- a/data/jurisdictions/us/states/pa/people/nick-pisciottano.md
+++ b/data/jurisdictions/us/states/pa/people/nick-pisciottano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 45"
+represents: "us/states/pa/districts/senate/45"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 45 (PA State Senate District 45).
 
+Represents [PA State Senate District 45](/us/states/pa/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/nikil-saval.md b/data/jurisdictions/us/states/pa/people/nikil-saval.md
index b1d0db400f..714155ada5 100644
--- a/data/jurisdictions/us/states/pa/people/nikil-saval.md
+++ b/data/jurisdictions/us/states/pa/people/nikil-saval.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 1"
+represents: "us/states/pa/districts/senate/1"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 1 (PA State Senate District 1).
 
+Represents [PA State Senate District 1](/us/states/pa/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/nikki-rivera.md b/data/jurisdictions/us/states/pa/people/nikki-rivera.md
index 460816b4e8..92381942f9 100644
--- a/data/jurisdictions/us/states/pa/people/nikki-rivera.md
+++ b/data/jurisdictions/us/states/pa/people/nikki-rivera.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 96"
+represents: "us/states/pa/districts/house/96"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 96 (PA State House of Representatives District 96).
 
+Represents [PA State House of Representatives District 96](/us/states/pa/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/parke-wentling.md b/data/jurisdictions/us/states/pa/people/parke-wentling.md
index da87505128..50dd5ee856 100644
--- a/data/jurisdictions/us/states/pa/people/parke-wentling.md
+++ b/data/jurisdictions/us/states/pa/people/parke-wentling.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 7"
+represents: "us/states/pa/districts/house/7"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 7 (PA State House of Representatives District 7).
 
+Represents [PA State House of Representatives District 7](/us/states/pa/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/pat-gallagher.md b/data/jurisdictions/us/states/pa/people/pat-gallagher.md
index 3ebf32ad98..3ae1bcad63 100644
--- a/data/jurisdictions/us/states/pa/people/pat-gallagher.md
+++ b/data/jurisdictions/us/states/pa/people/pat-gallagher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 173"
+represents: "us/states/pa/districts/house/173"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 173 (PA State House of Representatives District 173).
 
+Represents [PA State House of Representatives District 173](/us/states/pa/districts/house/173.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/pat-harkins.md b/data/jurisdictions/us/states/pa/people/pat-harkins.md
index a094c9125b..e18b732df1 100644
--- a/data/jurisdictions/us/states/pa/people/pat-harkins.md
+++ b/data/jurisdictions/us/states/pa/people/pat-harkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 1"
+represents: "us/states/pa/districts/house/1"
 tenure:
   start: "2007-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 1 (PA State House of Representatives District 1).
 
+Represents [PA State House of Representatives District 1](/us/states/pa/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/pat-stefano.md b/data/jurisdictions/us/states/pa/people/pat-stefano.md
index fc76d48e5c..51694abb4e 100644
--- a/data/jurisdictions/us/states/pa/people/pat-stefano.md
+++ b/data/jurisdictions/us/states/pa/people/pat-stefano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 32"
+represents: "us/states/pa/districts/senate/32"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 32 (PA State Senate District 32).
 
+Represents [PA State Senate District 32](/us/states/pa/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/patty-kim.md b/data/jurisdictions/us/states/pa/people/patty-kim.md
index 69c6bd01bc..38af9d8230 100644
--- a/data/jurisdictions/us/states/pa/people/patty-kim.md
+++ b/data/jurisdictions/us/states/pa/people/patty-kim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 15"
+represents: "us/states/pa/districts/senate/15"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 15 (PA State Senate District 15).
 
+Represents [PA State Senate District 15](/us/states/pa/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/paul-friel.md b/data/jurisdictions/us/states/pa/people/paul-friel.md
index 357c8e5e51..3c3e61a738 100644
--- a/data/jurisdictions/us/states/pa/people/paul-friel.md
+++ b/data/jurisdictions/us/states/pa/people/paul-friel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 26"
+represents: "us/states/pa/districts/house/26"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 26 (PA State House of Representatives District 26).
 
+Represents [PA State House of Representatives District 26](/us/states/pa/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/paul-takac.md b/data/jurisdictions/us/states/pa/people/paul-takac.md
index d06f8a76e0..27aafb3af6 100644
--- a/data/jurisdictions/us/states/pa/people/paul-takac.md
+++ b/data/jurisdictions/us/states/pa/people/paul-takac.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 82"
+represents: "us/states/pa/districts/house/82"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 82 (PA State House of Representatives District 82).
 
+Represents [PA State House of Representatives District 82](/us/states/pa/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/perry-stambaugh.md b/data/jurisdictions/us/states/pa/people/perry-stambaugh.md
index 4dc85bfe9d..d4d7e59c08 100644
--- a/data/jurisdictions/us/states/pa/people/perry-stambaugh.md
+++ b/data/jurisdictions/us/states/pa/people/perry-stambaugh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 86"
+represents: "us/states/pa/districts/house/86"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 86 (PA State House of Representatives District 86).
 
+Represents [PA State House of Representatives District 86](/us/states/pa/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/perry-warren.md b/data/jurisdictions/us/states/pa/people/perry-warren.md
index 780d13ab96..cf795c2876 100644
--- a/data/jurisdictions/us/states/pa/people/perry-warren.md
+++ b/data/jurisdictions/us/states/pa/people/perry-warren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 31"
+represents: "us/states/pa/districts/house/31"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 31 (PA State House of Representatives District 31).
 
+Represents [PA State House of Representatives District 31](/us/states/pa/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/pete-schweyer.md b/data/jurisdictions/us/states/pa/people/pete-schweyer.md
index a0d1777880..0409c49b8d 100644
--- a/data/jurisdictions/us/states/pa/people/pete-schweyer.md
+++ b/data/jurisdictions/us/states/pa/people/pete-schweyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 134"
+represents: "us/states/pa/districts/house/134"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 134 (PA State House of Representatives District 134).
 
+Represents [PA State House of Representatives District 134](/us/states/pa/districts/house/134.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/regina-young.md b/data/jurisdictions/us/states/pa/people/regina-young.md
index 1abd8af6d2..a23ea18120 100644
--- a/data/jurisdictions/us/states/pa/people/regina-young.md
+++ b/data/jurisdictions/us/states/pa/people/regina-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 185"
+represents: "us/states/pa/districts/house/185"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 185 (PA State House of Representatives District 185).
 
+Represents [PA State House of Representatives District 185](/us/states/pa/districts/house/185.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/rich-irvin.md b/data/jurisdictions/us/states/pa/people/rich-irvin.md
index 479a0b2b53..256ee3947c 100644
--- a/data/jurisdictions/us/states/pa/people/rich-irvin.md
+++ b/data/jurisdictions/us/states/pa/people/rich-irvin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 81"
+represents: "us/states/pa/districts/house/81"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 81 (PA State House of Representatives District 81).
 
+Represents [PA State House of Representatives District 81](/us/states/pa/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/rick-krajewski.md b/data/jurisdictions/us/states/pa/people/rick-krajewski.md
index 7437027d7a..407d2c3d4b 100644
--- a/data/jurisdictions/us/states/pa/people/rick-krajewski.md
+++ b/data/jurisdictions/us/states/pa/people/rick-krajewski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 188"
+represents: "us/states/pa/districts/house/188"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 188 (PA State House of Representatives District 188).
 
+Represents [PA State House of Representatives District 188](/us/states/pa/districts/house/188.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/rob-kauffman.md b/data/jurisdictions/us/states/pa/people/rob-kauffman.md
index 9c7a5dad0b..1dc894b436 100644
--- a/data/jurisdictions/us/states/pa/people/rob-kauffman.md
+++ b/data/jurisdictions/us/states/pa/people/rob-kauffman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 89"
+represents: "us/states/pa/districts/house/89"
 tenure:
   start: "2005-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 89 (PA State House of Representatives District 89).
 
+Represents [PA State House of Representatives District 89](/us/states/pa/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/rob-matzie.md b/data/jurisdictions/us/states/pa/people/rob-matzie.md
index 0eb8255953..0925600264 100644
--- a/data/jurisdictions/us/states/pa/people/rob-matzie.md
+++ b/data/jurisdictions/us/states/pa/people/rob-matzie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 16"
+represents: "us/states/pa/districts/house/16"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 16 (PA State House of Representatives District 16).
 
+Represents [PA State House of Representatives District 16](/us/states/pa/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/robert-leadbeter.md b/data/jurisdictions/us/states/pa/people/robert-leadbeter.md
index e0f6286674..9381558f42 100644
--- a/data/jurisdictions/us/states/pa/people/robert-leadbeter.md
+++ b/data/jurisdictions/us/states/pa/people/robert-leadbeter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 109"
+represents: "us/states/pa/districts/house/109"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 109 (PA State House of Representatives District 109).
 
+Represents [PA State House of Representatives District 109](/us/states/pa/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/roman-kozak.md b/data/jurisdictions/us/states/pa/people/roman-kozak.md
index 71fe74cc6a..aa548d7e55 100644
--- a/data/jurisdictions/us/states/pa/people/roman-kozak.md
+++ b/data/jurisdictions/us/states/pa/people/roman-kozak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 14"
+represents: "us/states/pa/districts/house/14"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 14 (PA State House of Representatives District 14).
 
+Represents [PA State House of Representatives District 14](/us/states/pa/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/roni-green.md b/data/jurisdictions/us/states/pa/people/roni-green.md
index f04cfa7ad7..dc714d4287 100644
--- a/data/jurisdictions/us/states/pa/people/roni-green.md
+++ b/data/jurisdictions/us/states/pa/people/roni-green.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 190"
+represents: "us/states/pa/districts/house/190"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 190 (PA State House of Representatives District 190).
 
+Represents [PA State House of Representatives District 190](/us/states/pa/districts/house/190.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/rosemary-brown.md b/data/jurisdictions/us/states/pa/people/rosemary-brown.md
index 7258be151f..3e01b78dcd 100644
--- a/data/jurisdictions/us/states/pa/people/rosemary-brown.md
+++ b/data/jurisdictions/us/states/pa/people/rosemary-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 40"
+represents: "us/states/pa/districts/senate/40"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 40 (PA State Senate District 40).
 
+Represents [PA State Senate District 40](/us/states/pa/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/russ-diamond.md b/data/jurisdictions/us/states/pa/people/russ-diamond.md
index 8959acd314..9c81ca8938 100644
--- a/data/jurisdictions/us/states/pa/people/russ-diamond.md
+++ b/data/jurisdictions/us/states/pa/people/russ-diamond.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 102"
+represents: "us/states/pa/districts/house/102"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 102 (PA State House of Representatives District 102).
 
+Represents [PA State House of Representatives District 102](/us/states/pa/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/ryan-bizzarro.md b/data/jurisdictions/us/states/pa/people/ryan-bizzarro.md
index dda4cd9255..e7fe2748a8 100644
--- a/data/jurisdictions/us/states/pa/people/ryan-bizzarro.md
+++ b/data/jurisdictions/us/states/pa/people/ryan-bizzarro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 3"
+represents: "us/states/pa/districts/house/3"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 3 (PA State House of Representatives District 3).
 
+Represents [PA State House of Representatives District 3](/us/states/pa/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/ryan-warner.md b/data/jurisdictions/us/states/pa/people/ryan-warner.md
index 7fd22d2be4..de4dff20e8 100644
--- a/data/jurisdictions/us/states/pa/people/ryan-warner.md
+++ b/data/jurisdictions/us/states/pa/people/ryan-warner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 52"
+represents: "us/states/pa/districts/house/52"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 52 (PA State House of Representatives District 52).
 
+Represents [PA State House of Representatives District 52](/us/states/pa/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/scott-barger.md b/data/jurisdictions/us/states/pa/people/scott-barger.md
index ae19c415ec..5b91763c02 100644
--- a/data/jurisdictions/us/states/pa/people/scott-barger.md
+++ b/data/jurisdictions/us/states/pa/people/scott-barger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 80"
+represents: "us/states/pa/districts/house/80"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 80 (PA State House of Representatives District 80).
 
+Represents [PA State House of Representatives District 80](/us/states/pa/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/scott-conklin.md b/data/jurisdictions/us/states/pa/people/scott-conklin.md
index 0b9ed5a3e0..a6f196de6f 100644
--- a/data/jurisdictions/us/states/pa/people/scott-conklin.md
+++ b/data/jurisdictions/us/states/pa/people/scott-conklin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 77"
+represents: "us/states/pa/districts/house/77"
 tenure:
   start: "2007-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 77 (PA State House of Representatives District 77).
 
+Represents [PA State House of Representatives District 77](/us/states/pa/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/scott-hutchinson.md b/data/jurisdictions/us/states/pa/people/scott-hutchinson.md
index f47f62875c..8bf7fa1a07 100644
--- a/data/jurisdictions/us/states/pa/people/scott-hutchinson.md
+++ b/data/jurisdictions/us/states/pa/people/scott-hutchinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 21"
+represents: "us/states/pa/districts/senate/21"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 21 (PA State Senate District 21).
 
+Represents [PA State Senate District 21](/us/states/pa/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/scott-martin.md b/data/jurisdictions/us/states/pa/people/scott-martin.md
index e386aaa434..eb07af90a8 100644
--- a/data/jurisdictions/us/states/pa/people/scott-martin.md
+++ b/data/jurisdictions/us/states/pa/people/scott-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 13"
+represents: "us/states/pa/districts/senate/13"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 13 (PA State Senate District 13).
 
+Represents [PA State Senate District 13](/us/states/pa/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/sean-dougherty.md b/data/jurisdictions/us/states/pa/people/sean-dougherty.md
index 55def50626..8a3a89121e 100644
--- a/data/jurisdictions/us/states/pa/people/sean-dougherty.md
+++ b/data/jurisdictions/us/states/pa/people/sean-dougherty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 172"
+represents: "us/states/pa/districts/house/172"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 172 (PA State House of Representatives District 172).
 
+Represents [PA State House of Representatives District 172](/us/states/pa/districts/house/172.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/sharif-street.md b/data/jurisdictions/us/states/pa/people/sharif-street.md
index 7c06279144..8053590548 100644
--- a/data/jurisdictions/us/states/pa/people/sharif-street.md
+++ b/data/jurisdictions/us/states/pa/people/sharif-street.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 3"
+represents: "us/states/pa/districts/senate/3"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 3 (PA State Senate District 3).
 
+Represents [PA State Senate District 3](/us/states/pa/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/shelby-labs.md b/data/jurisdictions/us/states/pa/people/shelby-labs.md
index e965aca2f7..d3430048b8 100644
--- a/data/jurisdictions/us/states/pa/people/shelby-labs.md
+++ b/data/jurisdictions/us/states/pa/people/shelby-labs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 143"
+represents: "us/states/pa/districts/house/143"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 143 (PA State House of Representatives District 143).
 
+Represents [PA State House of Representatives District 143](/us/states/pa/districts/house/143.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/sheryl-delozier.md b/data/jurisdictions/us/states/pa/people/sheryl-delozier.md
index 48fe394b90..fcef22ab30 100644
--- a/data/jurisdictions/us/states/pa/people/sheryl-delozier.md
+++ b/data/jurisdictions/us/states/pa/people/sheryl-delozier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 88"
+represents: "us/states/pa/districts/house/88"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 88 (PA State House of Representatives District 88).
 
+Represents [PA State House of Representatives District 88](/us/states/pa/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/stephanie-borowicz.md b/data/jurisdictions/us/states/pa/people/stephanie-borowicz.md
index 5e75758f15..da60cd3900 100644
--- a/data/jurisdictions/us/states/pa/people/stephanie-borowicz.md
+++ b/data/jurisdictions/us/states/pa/people/stephanie-borowicz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 76"
+represents: "us/states/pa/districts/house/76"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 76 (PA State House of Representatives District 76).
 
+Represents [PA State House of Representatives District 76](/us/states/pa/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/steve-malagari.md b/data/jurisdictions/us/states/pa/people/steve-malagari.md
index 824c9b6060..c882e26009 100644
--- a/data/jurisdictions/us/states/pa/people/steve-malagari.md
+++ b/data/jurisdictions/us/states/pa/people/steve-malagari.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 53"
+represents: "us/states/pa/districts/house/53"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 53 (PA State House of Representatives District 53).
 
+Represents [PA State House of Representatives District 53](/us/states/pa/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/steve-mentzer.md b/data/jurisdictions/us/states/pa/people/steve-mentzer.md
index 1781afb474..afc19fedba 100644
--- a/data/jurisdictions/us/states/pa/people/steve-mentzer.md
+++ b/data/jurisdictions/us/states/pa/people/steve-mentzer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 97"
+represents: "us/states/pa/districts/house/97"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 97 (PA State House of Representatives District 97).
 
+Represents [PA State House of Representatives District 97](/us/states/pa/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/steve-samuelson.md b/data/jurisdictions/us/states/pa/people/steve-samuelson.md
index c614b12eaf..05a8e9602c 100644
--- a/data/jurisdictions/us/states/pa/people/steve-samuelson.md
+++ b/data/jurisdictions/us/states/pa/people/steve-samuelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 135"
+represents: "us/states/pa/districts/house/135"
 tenure:
   start: "1999-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 135 (PA State House of Representatives District 135).
 
+Represents [PA State House of Representatives District 135](/us/states/pa/districts/house/135.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/steve-santarsiero.md b/data/jurisdictions/us/states/pa/people/steve-santarsiero.md
index 7a456de1b7..2b5f465c47 100644
--- a/data/jurisdictions/us/states/pa/people/steve-santarsiero.md
+++ b/data/jurisdictions/us/states/pa/people/steve-santarsiero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 10"
+represents: "us/states/pa/districts/senate/10"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 10 (PA State Senate District 10).
 
+Represents [PA State Senate District 10](/us/states/pa/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tarah-probst.md b/data/jurisdictions/us/states/pa/people/tarah-probst.md
index 8b5bb16a1f..cf669a9e3c 100644
--- a/data/jurisdictions/us/states/pa/people/tarah-probst.md
+++ b/data/jurisdictions/us/states/pa/people/tarah-probst.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 189"
+represents: "us/states/pa/districts/house/189"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 189 (PA State House of Representatives District 189).
 
+Represents [PA State House of Representatives District 189](/us/states/pa/districts/house/189.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tarik-khan.md b/data/jurisdictions/us/states/pa/people/tarik-khan.md
index 338b5bcaed..58de3a9ddb 100644
--- a/data/jurisdictions/us/states/pa/people/tarik-khan.md
+++ b/data/jurisdictions/us/states/pa/people/tarik-khan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 194"
+represents: "us/states/pa/districts/house/194"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 194 (PA State House of Representatives District 194).
 
+Represents [PA State House of Representatives District 194](/us/states/pa/districts/house/194.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/thomas-kutz.md b/data/jurisdictions/us/states/pa/people/thomas-kutz.md
index de3fa9224d..2cfe2a4619 100644
--- a/data/jurisdictions/us/states/pa/people/thomas-kutz.md
+++ b/data/jurisdictions/us/states/pa/people/thomas-kutz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 87"
+represents: "us/states/pa/districts/house/87"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 87 (PA State House of Representatives District 87).
 
+Represents [PA State House of Representatives District 87](/us/states/pa/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tim-bonner.md b/data/jurisdictions/us/states/pa/people/tim-bonner.md
index 7659bb9eec..f5692e443d 100644
--- a/data/jurisdictions/us/states/pa/people/tim-bonner.md
+++ b/data/jurisdictions/us/states/pa/people/tim-bonner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 17"
+represents: "us/states/pa/districts/house/17"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 17 (PA State House of Representatives District 17).
 
+Represents [PA State House of Representatives District 17](/us/states/pa/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tim-brennan.md b/data/jurisdictions/us/states/pa/people/tim-brennan.md
index bb0c01ab4a..6889a30fe4 100644
--- a/data/jurisdictions/us/states/pa/people/tim-brennan.md
+++ b/data/jurisdictions/us/states/pa/people/tim-brennan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 29"
+represents: "us/states/pa/districts/house/29"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 29 (PA State House of Representatives District 29).
 
+Represents [PA State House of Representatives District 29](/us/states/pa/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tim-briggs.md b/data/jurisdictions/us/states/pa/people/tim-briggs.md
index 534529f0ef..7ef7f786fd 100644
--- a/data/jurisdictions/us/states/pa/people/tim-briggs.md
+++ b/data/jurisdictions/us/states/pa/people/tim-briggs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 149"
+represents: "us/states/pa/districts/house/149"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 149 (PA State House of Representatives District 149).
 
+Represents [PA State House of Representatives District 149](/us/states/pa/districts/house/149.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tim-kearney.md b/data/jurisdictions/us/states/pa/people/tim-kearney.md
index 22f46f2b8c..50b210f725 100644
--- a/data/jurisdictions/us/states/pa/people/tim-kearney.md
+++ b/data/jurisdictions/us/states/pa/people/tim-kearney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 26"
+represents: "us/states/pa/districts/senate/26"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 26 (PA State Senate District 26).
 
+Represents [PA State Senate District 26](/us/states/pa/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tim-o-neal.md b/data/jurisdictions/us/states/pa/people/tim-o-neal.md
index a9d1a9b366..ca394de07e 100644
--- a/data/jurisdictions/us/states/pa/people/tim-o-neal.md
+++ b/data/jurisdictions/us/states/pa/people/tim-o-neal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 48"
+represents: "us/states/pa/districts/house/48"
 tenure:
   start: "2018-06-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 48 (PA State House of Representatives District 48).
 
+Represents [PA State House of Representatives District 48](/us/states/pa/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tim-twardzik.md b/data/jurisdictions/us/states/pa/people/tim-twardzik.md
index ad87d1b3cd..fdce505420 100644
--- a/data/jurisdictions/us/states/pa/people/tim-twardzik.md
+++ b/data/jurisdictions/us/states/pa/people/tim-twardzik.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 123"
+represents: "us/states/pa/districts/house/123"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 123 (PA State House of Representatives District 123).
 
+Represents [PA State House of Representatives District 123](/us/states/pa/districts/house/123.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tina-davis.md b/data/jurisdictions/us/states/pa/people/tina-davis.md
index 75214ec913..02cbc7011f 100644
--- a/data/jurisdictions/us/states/pa/people/tina-davis.md
+++ b/data/jurisdictions/us/states/pa/people/tina-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 141"
+represents: "us/states/pa/districts/house/141"
 tenure:
   start: "2011-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 141 (PA State House of Representatives District 141).
 
+Represents [PA State House of Representatives District 141](/us/states/pa/districts/house/141.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tina-pickett.md b/data/jurisdictions/us/states/pa/people/tina-pickett.md
index 55ea9579be..45c88c0eba 100644
--- a/data/jurisdictions/us/states/pa/people/tina-pickett.md
+++ b/data/jurisdictions/us/states/pa/people/tina-pickett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 110"
+represents: "us/states/pa/districts/house/110"
 tenure:
   start: "2001-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 110 (PA State House of Representatives District 110).
 
+Represents [PA State House of Representatives District 110](/us/states/pa/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tina-tartaglione.md b/data/jurisdictions/us/states/pa/people/tina-tartaglione.md
index 8e306b4ef0..796d544e57 100644
--- a/data/jurisdictions/us/states/pa/people/tina-tartaglione.md
+++ b/data/jurisdictions/us/states/pa/people/tina-tartaglione.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 2"
+represents: "us/states/pa/districts/senate/2"
 tenure:
   start: "1995-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 2 (PA State Senate District 2).
 
+Represents [PA State Senate District 2](/us/states/pa/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tom-jones.md b/data/jurisdictions/us/states/pa/people/tom-jones.md
index 426c60ff9a..9805882824 100644
--- a/data/jurisdictions/us/states/pa/people/tom-jones.md
+++ b/data/jurisdictions/us/states/pa/people/tom-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 98"
+represents: "us/states/pa/districts/house/98"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 98 (PA State House of Representatives District 98).
 
+Represents [PA State House of Representatives District 98](/us/states/pa/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tom-mehaffie.md b/data/jurisdictions/us/states/pa/people/tom-mehaffie.md
index 531e66a597..7d303b55d6 100644
--- a/data/jurisdictions/us/states/pa/people/tom-mehaffie.md
+++ b/data/jurisdictions/us/states/pa/people/tom-mehaffie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 106"
+represents: "us/states/pa/districts/house/106"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 106 (PA State House of Representatives District 106).
 
+Represents [PA State House of Representatives District 106](/us/states/pa/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tony-williams.md b/data/jurisdictions/us/states/pa/people/tony-williams.md
index 09c589bafb..e322d8c05c 100644
--- a/data/jurisdictions/us/states/pa/people/tony-williams.md
+++ b/data/jurisdictions/us/states/pa/people/tony-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 8"
+represents: "us/states/pa/districts/senate/8"
 tenure:
   start: "1999-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 8 (PA State Senate District 8).
 
+Represents [PA State Senate District 8](/us/states/pa/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/tracy-pennycuick.md b/data/jurisdictions/us/states/pa/people/tracy-pennycuick.md
index f183160210..3ed4ccad6b 100644
--- a/data/jurisdictions/us/states/pa/people/tracy-pennycuick.md
+++ b/data/jurisdictions/us/states/pa/people/tracy-pennycuick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 24"
+represents: "us/states/pa/districts/senate/24"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 24 (PA State Senate District 24).
 
+Represents [PA State Senate District 24](/us/states/pa/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/valerie-gaydos.md b/data/jurisdictions/us/states/pa/people/valerie-gaydos.md
index b474cb4cea..38215f6fb8 100644
--- a/data/jurisdictions/us/states/pa/people/valerie-gaydos.md
+++ b/data/jurisdictions/us/states/pa/people/valerie-gaydos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 44"
+represents: "us/states/pa/districts/house/44"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 44 (PA State House of Representatives District 44).
 
+Represents [PA State House of Representatives District 44](/us/states/pa/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/vincent-hughes.md b/data/jurisdictions/us/states/pa/people/vincent-hughes.md
index dd814e330f..824a667b07 100644
--- a/data/jurisdictions/us/states/pa/people/vincent-hughes.md
+++ b/data/jurisdictions/us/states/pa/people/vincent-hughes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 7"
+represents: "us/states/pa/districts/senate/7"
 tenure:
   start: "1994-11-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 7 (PA State Senate District 7).
 
+Represents [PA State Senate District 7](/us/states/pa/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/wayne-fontana.md b/data/jurisdictions/us/states/pa/people/wayne-fontana.md
index 29e420f563..3d172c498d 100644
--- a/data/jurisdictions/us/states/pa/people/wayne-fontana.md
+++ b/data/jurisdictions/us/states/pa/people/wayne-fontana.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 42"
+represents: "us/states/pa/districts/senate/42"
 tenure:
   start: "2005-06-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 42 (PA State Senate District 42).
 
+Represents [PA State Senate District 42](/us/states/pa/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/wayne-langerholc.md b/data/jurisdictions/us/states/pa/people/wayne-langerholc.md
index fa3e6e3bf5..dc7ba118d0 100644
--- a/data/jurisdictions/us/states/pa/people/wayne-langerholc.md
+++ b/data/jurisdictions/us/states/pa/people/wayne-langerholc.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State Senate District 35"
+represents: "us/states/pa/districts/senate/35"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA Senate District 35 (PA State Senate District 35).
 
+Represents [PA State Senate District 35](/us/states/pa/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/wendy-fink.md b/data/jurisdictions/us/states/pa/people/wendy-fink.md
index 95ffffd43c..b8defb6fd9 100644
--- a/data/jurisdictions/us/states/pa/people/wendy-fink.md
+++ b/data/jurisdictions/us/states/pa/people/wendy-fink.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 94"
+represents: "us/states/pa/districts/house/94"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 94 (PA State House of Representatives District 94).
 
+Represents [PA State House of Representatives District 94](/us/states/pa/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pa/people/zach-mako.md b/data/jurisdictions/us/states/pa/people/zach-mako.md
index 3cb053997f..c50d2cb817 100644
--- a/data/jurisdictions/us/states/pa/people/zach-mako.md
+++ b/data/jurisdictions/us/states/pa/people/zach-mako.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PA"
 district: "PA State House of Representatives District 183"
+represents: "us/states/pa/districts/house/183"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PA House District 183 (PA State House of Representatives District 183).
 
+Represents [PA State House of Representatives District 183](/us/states/pa/districts/house/183.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/districts/house/1.md b/data/jurisdictions/us/states/pr/districts/house/1.md
new file mode 100644
index 0000000000..6adfba0fcd
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 1"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 1
+
+State House district 1 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/10.md b/data/jurisdictions/us/states/pr/districts/house/10.md
new file mode 100644
index 0000000000..f419ec7025
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 10"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 10
+
+State House district 10 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/11.md b/data/jurisdictions/us/states/pr/districts/house/11.md
new file mode 100644
index 0000000000..cedf578cb2
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 11"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 11
+
+State House district 11 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/12.md b/data/jurisdictions/us/states/pr/districts/house/12.md
new file mode 100644
index 0000000000..a6314d7ccb
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 12"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 12
+
+State House district 12 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/13.md b/data/jurisdictions/us/states/pr/districts/house/13.md
new file mode 100644
index 0000000000..5b310f0a90
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 13"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 13
+
+State House district 13 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/14.md b/data/jurisdictions/us/states/pr/districts/house/14.md
new file mode 100644
index 0000000000..5bea149fd7
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 14"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 14
+
+State House district 14 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/15.md b/data/jurisdictions/us/states/pr/districts/house/15.md
new file mode 100644
index 0000000000..79734aa841
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 15"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 15
+
+State House district 15 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/16.md b/data/jurisdictions/us/states/pr/districts/house/16.md
new file mode 100644
index 0000000000..906b0039e3
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 16"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 16
+
+State House district 16 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/17.md b/data/jurisdictions/us/states/pr/districts/house/17.md
new file mode 100644
index 0000000000..e249c6fe09
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 17"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 17
+
+State House district 17 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/18.md b/data/jurisdictions/us/states/pr/districts/house/18.md
new file mode 100644
index 0000000000..115baaef0b
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 18"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 18
+
+State House district 18 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/19.md b/data/jurisdictions/us/states/pr/districts/house/19.md
new file mode 100644
index 0000000000..e67f5ce8e6
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 19"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 19
+
+State House district 19 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/2.md b/data/jurisdictions/us/states/pr/districts/house/2.md
new file mode 100644
index 0000000000..a144eab3a0
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 2"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 2
+
+State House district 2 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/20.md b/data/jurisdictions/us/states/pr/districts/house/20.md
new file mode 100644
index 0000000000..2482a22949
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 20"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 20
+
+State House district 20 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/21.md b/data/jurisdictions/us/states/pr/districts/house/21.md
new file mode 100644
index 0000000000..eb691dfd04
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 21"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 21
+
+State House district 21 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/22.md b/data/jurisdictions/us/states/pr/districts/house/22.md
new file mode 100644
index 0000000000..06f9d68f2b
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 22"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 22
+
+State House district 22 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/23.md b/data/jurisdictions/us/states/pr/districts/house/23.md
new file mode 100644
index 0000000000..346328545b
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 23"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 23
+
+State House district 23 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/24.md b/data/jurisdictions/us/states/pr/districts/house/24.md
new file mode 100644
index 0000000000..d734ad5b74
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 24"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 24
+
+State House district 24 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/25.md b/data/jurisdictions/us/states/pr/districts/house/25.md
new file mode 100644
index 0000000000..86105690cb
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 25"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 25
+
+State House district 25 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/26.md b/data/jurisdictions/us/states/pr/districts/house/26.md
new file mode 100644
index 0000000000..01d3f4099b
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 26"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 26
+
+State House district 26 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/27.md b/data/jurisdictions/us/states/pr/districts/house/27.md
new file mode 100644
index 0000000000..da498782f1
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 27"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 27
+
+State House district 27 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/28.md b/data/jurisdictions/us/states/pr/districts/house/28.md
new file mode 100644
index 0000000000..01859dc58e
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 28"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 28
+
+State House district 28 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/29.md b/data/jurisdictions/us/states/pr/districts/house/29.md
new file mode 100644
index 0000000000..2c00bb0edf
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 29"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 29
+
+State House district 29 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/3.md b/data/jurisdictions/us/states/pr/districts/house/3.md
new file mode 100644
index 0000000000..4d85f437f3
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 3"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 3
+
+State House district 3 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/30.md b/data/jurisdictions/us/states/pr/districts/house/30.md
new file mode 100644
index 0000000000..c3094f8936
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 30"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 30
+
+State House district 30 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/31.md b/data/jurisdictions/us/states/pr/districts/house/31.md
new file mode 100644
index 0000000000..cf6e4a5023
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 31"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 31
+
+State House district 31 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/32.md b/data/jurisdictions/us/states/pr/districts/house/32.md
new file mode 100644
index 0000000000..10588aa2ab
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 32"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 32
+
+State House district 32 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/33.md b/data/jurisdictions/us/states/pr/districts/house/33.md
new file mode 100644
index 0000000000..d38a2984b3
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 33"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 33
+
+State House district 33 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/34.md b/data/jurisdictions/us/states/pr/districts/house/34.md
new file mode 100644
index 0000000000..692debb0e8
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 34"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 34
+
+State House district 34 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/35.md b/data/jurisdictions/us/states/pr/districts/house/35.md
new file mode 100644
index 0000000000..ce993f489f
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 35"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 35
+
+State House district 35 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/36.md b/data/jurisdictions/us/states/pr/districts/house/36.md
new file mode 100644
index 0000000000..506ede82b7
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 36"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 36
+
+State House district 36 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/37.md b/data/jurisdictions/us/states/pr/districts/house/37.md
new file mode 100644
index 0000000000..f0936d2180
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 37"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 37
+
+State House district 37 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/38.md b/data/jurisdictions/us/states/pr/districts/house/38.md
new file mode 100644
index 0000000000..459e5ac826
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 38"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 38
+
+State House district 38 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/39.md b/data/jurisdictions/us/states/pr/districts/house/39.md
new file mode 100644
index 0000000000..e8cf5a306c
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 39"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 39
+
+State House district 39 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/4.md b/data/jurisdictions/us/states/pr/districts/house/4.md
new file mode 100644
index 0000000000..7a4096d0d2
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 4"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 4
+
+State House district 4 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/40.md b/data/jurisdictions/us/states/pr/districts/house/40.md
new file mode 100644
index 0000000000..e4c7518a35
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 40"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 40
+
+State House district 40 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/5.md b/data/jurisdictions/us/states/pr/districts/house/5.md
new file mode 100644
index 0000000000..3b1eba60c1
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 5"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 5
+
+State House district 5 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/6.md b/data/jurisdictions/us/states/pr/districts/house/6.md
new file mode 100644
index 0000000000..aa42b715ec
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 6"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 6
+
+State House district 6 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/7.md b/data/jurisdictions/us/states/pr/districts/house/7.md
new file mode 100644
index 0000000000..00899522c5
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 7"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 7
+
+State House district 7 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/8.md b/data/jurisdictions/us/states/pr/districts/house/8.md
new file mode 100644
index 0000000000..0d0a17139e
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 8"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 8
+
+State House district 8 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/9.md b/data/jurisdictions/us/states/pr/districts/house/9.md
new file mode 100644
index 0000000000..302b2fd591
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District 9"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District 9
+
+State House district 9 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/house/at-large.md b/data/jurisdictions/us/states/pr/districts/house/at-large.md
new file mode 100644
index 0000000000..feaddf684d
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/house/at-large.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR House District At-Large"
+classification: state-house-district
+state: "PR"
+chamber: "house"
+district: "At-Large"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR House District At-Large
+
+State House district At-Large (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/senate/1.md b/data/jurisdictions/us/states/pr/districts/senate/1.md
new file mode 100644
index 0000000000..5f5b580b36
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR Senate District 1"
+classification: state-senate-district
+state: "PR"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR Senate District 1
+
+State Senate district 1 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/senate/2.md b/data/jurisdictions/us/states/pr/districts/senate/2.md
new file mode 100644
index 0000000000..c73084ba75
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR Senate District 2"
+classification: state-senate-district
+state: "PR"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR Senate District 2
+
+State Senate district 2 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/senate/3.md b/data/jurisdictions/us/states/pr/districts/senate/3.md
new file mode 100644
index 0000000000..28e3e3b7ec
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR Senate District 3"
+classification: state-senate-district
+state: "PR"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR Senate District 3
+
+State Senate district 3 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/senate/4.md b/data/jurisdictions/us/states/pr/districts/senate/4.md
new file mode 100644
index 0000000000..66a6ff0249
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR Senate District 4"
+classification: state-senate-district
+state: "PR"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR Senate District 4
+
+State Senate district 4 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/senate/5.md b/data/jurisdictions/us/states/pr/districts/senate/5.md
new file mode 100644
index 0000000000..d1990f04d6
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR Senate District 5"
+classification: state-senate-district
+state: "PR"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR Senate District 5
+
+State Senate district 5 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/senate/6.md b/data/jurisdictions/us/states/pr/districts/senate/6.md
new file mode 100644
index 0000000000..3985760e80
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR Senate District 6"
+classification: state-senate-district
+state: "PR"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR Senate District 6
+
+State Senate district 6 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/senate/7.md b/data/jurisdictions/us/states/pr/districts/senate/7.md
new file mode 100644
index 0000000000..c25118209b
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR Senate District 7"
+classification: state-senate-district
+state: "PR"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR Senate District 7
+
+State Senate district 7 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/senate/8.md b/data/jurisdictions/us/states/pr/districts/senate/8.md
new file mode 100644
index 0000000000..8ee424e6b4
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR Senate District 8"
+classification: state-senate-district
+state: "PR"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR Senate District 8
+
+State Senate district 8 (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/districts/senate/at-large.md b/data/jurisdictions/us/states/pr/districts/senate/at-large.md
new file mode 100644
index 0000000000..b16f352d4d
--- /dev/null
+++ b/data/jurisdictions/us/states/pr/districts/senate/at-large.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "PR Senate District At-Large"
+classification: state-senate-district
+state: "PR"
+chamber: "senate"
+district: "At-Large"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, pr]
+timestamp: "2026-07-03"
+---
+
+# PR Senate District At-Large
+
+State Senate district At-Large (PR).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/pr/people/ada-alvarez-conde.md b/data/jurisdictions/us/states/pr/people/ada-alvarez-conde.md
index 00ca288417..29da5bae3c 100644
--- a/data/jurisdictions/us/states/pr/people/ada-alvarez-conde.md
+++ b/data/jurisdictions/us/states/pr/people/ada-alvarez-conde.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/adrian-gonzalez-costa.md b/data/jurisdictions/us/states/pr/people/adrian-gonzalez-costa.md
index 8a6f61aee8..0f27b0b354 100644
--- a/data/jurisdictions/us/states/pr/people/adrian-gonzalez-costa.md
+++ b/data/jurisdictions/us/states/pr/people/adrian-gonzalez-costa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/adriana-gutierrez-colon.md b/data/jurisdictions/us/states/pr/people/adriana-gutierrez-colon.md
index 7b7460c7b9..b300403463 100644
--- a/data/jurisdictions/us/states/pr/people/adriana-gutierrez-colon.md
+++ b/data/jurisdictions/us/states/pr/people/adriana-gutierrez-colon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/angel-fourquet.md b/data/jurisdictions/us/states/pr/people/angel-fourquet.md
index af854c3aae..684ebfe3d0 100644
--- a/data/jurisdictions/us/states/pr/people/angel-fourquet.md
+++ b/data/jurisdictions/us/states/pr/people/angel-fourquet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 24"
+represents: "us/states/pr/districts/house/24"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 24 (PR State House of Representatives District 24).
 
+Represents [PR State House of Representatives District 24](/us/states/pr/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/angel-morey-noble.md b/data/jurisdictions/us/states/pr/people/angel-morey-noble.md
index a575393776..aceac0cd5c 100644
--- a/data/jurisdictions/us/states/pr/people/angel-morey-noble.md
+++ b/data/jurisdictions/us/states/pr/people/angel-morey-noble.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 6"
+represents: "us/states/pr/districts/house/6"
 tenure:
   start: "2021-06-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 6 (PR State House of Representatives District 6).
 
+Represents [PR State House of Representatives District 6](/us/states/pr/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/angel-pena-ramirez.md b/data/jurisdictions/us/states/pr/people/angel-pena-ramirez.md
index 173e890228..d3141fd7f8 100644
--- a/data/jurisdictions/us/states/pr/people/angel-pena-ramirez.md
+++ b/data/jurisdictions/us/states/pr/people/angel-pena-ramirez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 33"
+represents: "us/states/pr/districts/house/33"
 tenure:
   start: "2009-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 33 (PR State House of Representatives District 33).
 
+Represents [PR State House of Representatives District 33](/us/states/pr/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/angel-toledo-lopez.md b/data/jurisdictions/us/states/pr/people/angel-toledo-lopez.md
index 4e5765a291..aad4da52d3 100644
--- a/data/jurisdictions/us/states/pr/people/angel-toledo-lopez.md
+++ b/data/jurisdictions/us/states/pr/people/angel-toledo-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/brenda-perez-soto.md b/data/jurisdictions/us/states/pr/people/brenda-perez-soto.md
index 75827f9204..895363ec73 100644
--- a/data/jurisdictions/us/states/pr/people/brenda-perez-soto.md
+++ b/data/jurisdictions/us/states/pr/people/brenda-perez-soto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 3"
+represents: "us/states/pr/districts/senate/3"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 3 (PR State Senate District 3).
 
+Represents [PR State Senate District 3](/us/states/pr/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/carmelo-rios-santiago.md b/data/jurisdictions/us/states/pr/people/carmelo-rios-santiago.md
index 3be01fac5d..2c393b438d 100644
--- a/data/jurisdictions/us/states/pr/people/carmelo-rios-santiago.md
+++ b/data/jurisdictions/us/states/pr/people/carmelo-rios-santiago.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 2"
+represents: "us/states/pr/districts/senate/2"
 tenure:
   start: "2005-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 2 (PR State Senate District 2).
 
+Represents [PR State Senate District 2](/us/states/pr/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/carmen-medina-calderon.md b/data/jurisdictions/us/states/pr/people/carmen-medina-calderon.md
index 8b36414c83..057b00d063 100644
--- a/data/jurisdictions/us/states/pr/people/carmen-medina-calderon.md
+++ b/data/jurisdictions/us/states/pr/people/carmen-medina-calderon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 37"
+represents: "us/states/pr/districts/house/37"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 37 (PR State House of Representatives District 37).
 
+Represents [PR State House of Representatives District 37](/us/states/pr/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/cheito-hernandez.md b/data/jurisdictions/us/states/pr/people/cheito-hernandez.md
index 561bf8db87..235eed4d6e 100644
--- a/data/jurisdictions/us/states/pr/people/cheito-hernandez.md
+++ b/data/jurisdictions/us/states/pr/people/cheito-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 3"
+represents: "us/states/pr/districts/house/3"
 tenure:
   start: "2022-12-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 3 (PR State House of Representatives District 3).
 
+Represents [PR State House of Representatives District 3](/us/states/pr/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/chino-ocasio.md b/data/jurisdictions/us/states/pr/people/chino-ocasio.md
index 5f7d0faaec..1321de8741 100644
--- a/data/jurisdictions/us/states/pr/people/chino-ocasio.md
+++ b/data/jurisdictions/us/states/pr/people/chino-ocasio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 2"
+represents: "us/states/pr/districts/house/2"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 2 (PR State House of Representatives District 2).
 
+Represents [PR State House of Representatives District 2](/us/states/pr/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/chino-roque.md b/data/jurisdictions/us/states/pr/people/chino-roque.md
index 59d9277f3e..92b8e67223 100644
--- a/data/jurisdictions/us/states/pr/people/chino-roque.md
+++ b/data/jurisdictions/us/states/pr/people/chino-roque.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 28"
+represents: "us/states/pr/districts/house/28"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 28 (PR State House of Representatives District 28).
 
+Represents [PR State House of Representatives District 28](/us/states/pr/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/christian-muriel.md b/data/jurisdictions/us/states/pr/people/christian-muriel.md
index 2b47b0d777..5eb6c25eb7 100644
--- a/data/jurisdictions/us/states/pr/people/christian-muriel.md
+++ b/data/jurisdictions/us/states/pr/people/christian-muriel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 34"
+represents: "us/states/pr/districts/house/34"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 34 (PR State House of Representatives District 34).
 
+Represents [PR State House of Representatives District 34](/us/states/pr/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/conny-varela.md b/data/jurisdictions/us/states/pr/people/conny-varela.md
index 6ce2862517..137771437b 100644
--- a/data/jurisdictions/us/states/pr/people/conny-varela.md
+++ b/data/jurisdictions/us/states/pr/people/conny-varela.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 32"
+represents: "us/states/pr/districts/house/32"
 tenure:
   start: "1997-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 32 (PR State House of Representatives District 32).
 
+Represents [PR State House of Representatives District 32](/us/states/pr/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/denis-marquez.md b/data/jurisdictions/us/states/pr/people/denis-marquez.md
index 9e3b452d33..e189ec4896 100644
--- a/data/jurisdictions/us/states/pr/people/denis-marquez.md
+++ b/data/jurisdictions/us/states/pr/people/denis-marquez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/domingo-torres-garcia.md b/data/jurisdictions/us/states/pr/people/domingo-torres-garcia.md
index 7775ba99a2..259ff00aab 100644
--- a/data/jurisdictions/us/states/pr/people/domingo-torres-garcia.md
+++ b/data/jurisdictions/us/states/pr/people/domingo-torres-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 25"
+represents: "us/states/pr/districts/house/25"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 25 (PR State House of Representatives District 25).
 
+Represents [PR State House of Representatives District 25](/us/states/pr/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/eddie-charbonier.md b/data/jurisdictions/us/states/pr/people/eddie-charbonier.md
index 81d4a76ded..051440ff41 100644
--- a/data/jurisdictions/us/states/pr/people/eddie-charbonier.md
+++ b/data/jurisdictions/us/states/pr/people/eddie-charbonier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 1"
+represents: "us/states/pr/districts/house/1"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 1 (PR State House of Representatives District 1).
 
+Represents [PR State House of Representatives District 1](/us/states/pr/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/edgar-robles.md b/data/jurisdictions/us/states/pr/people/edgar-robles.md
index c8e5b89ff4..88e17580c3 100644
--- a/data/jurisdictions/us/states/pr/people/edgar-robles.md
+++ b/data/jurisdictions/us/states/pr/people/edgar-robles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 14"
+represents: "us/states/pr/districts/house/14"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 14 (PR State House of Representatives District 14).
 
+Represents [PR State House of Representatives District 14](/us/states/pr/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/edgardo-feliciano.md b/data/jurisdictions/us/states/pr/people/edgardo-feliciano.md
index f64cf51c2b..03a6077e37 100644
--- a/data/jurisdictions/us/states/pr/people/edgardo-feliciano.md
+++ b/data/jurisdictions/us/states/pr/people/edgardo-feliciano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 12"
+represents: "us/states/pr/districts/house/12"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 12 (PR State House of Representatives District 12).
 
+Represents [PR State House of Representatives District 12](/us/states/pr/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/eliezer-molina.md b/data/jurisdictions/us/states/pr/people/eliezer-molina.md
index 5c56297cf5..3bb6ae7c07 100644
--- a/data/jurisdictions/us/states/pr/people/eliezer-molina.md
+++ b/data/jurisdictions/us/states/pr/people/eliezer-molina.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/elinette-gonzalez-aguayo.md b/data/jurisdictions/us/states/pr/people/elinette-gonzalez-aguayo.md
index 05cf163404..aefab484bb 100644
--- a/data/jurisdictions/us/states/pr/people/elinette-gonzalez-aguayo.md
+++ b/data/jurisdictions/us/states/pr/people/elinette-gonzalez-aguayo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 11"
+represents: "us/states/pr/districts/house/11"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 11 (PR State House of Representatives District 11).
 
+Represents [PR State House of Representatives District 11](/us/states/pr/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/emilio-carlo.md b/data/jurisdictions/us/states/pr/people/emilio-carlo.md
index 58011eea7b..5a5492bf82 100644
--- a/data/jurisdictions/us/states/pr/people/emilio-carlo.md
+++ b/data/jurisdictions/us/states/pr/people/emilio-carlo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 20"
+represents: "us/states/pr/districts/house/20"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 20 (PR State House of Representatives District 20).
 
+Represents [PR State House of Representatives District 20](/us/states/pr/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/ensol-rodriguez.md b/data/jurisdictions/us/states/pr/people/ensol-rodriguez.md
index 044006f859..06cdb79397 100644
--- a/data/jurisdictions/us/states/pr/people/ensol-rodriguez.md
+++ b/data/jurisdictions/us/states/pr/people/ensol-rodriguez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 23"
+represents: "us/states/pr/districts/house/23"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 23 (PR State House of Representatives District 23).
 
+Represents [PR State House of Representatives District 23](/us/states/pr/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/estrella-martinez-soto.md b/data/jurisdictions/us/states/pr/people/estrella-martinez-soto.md
index dbc7956953..c78481e2d4 100644
--- a/data/jurisdictions/us/states/pr/people/estrella-martinez-soto.md
+++ b/data/jurisdictions/us/states/pr/people/estrella-martinez-soto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 27"
+represents: "us/states/pr/districts/house/27"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 27 (PR State House of Representatives District 27).
 
+Represents [PR State House of Representatives District 27](/us/states/pr/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/felix-pacheco.md b/data/jurisdictions/us/states/pr/people/felix-pacheco.md
index c8d3c3f3db..cd4d856ce9 100644
--- a/data/jurisdictions/us/states/pr/people/felix-pacheco.md
+++ b/data/jurisdictions/us/states/pr/people/felix-pacheco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 9"
+represents: "us/states/pr/districts/house/9"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 9 (PR State House of Representatives District 9).
 
+Represents [PR State House of Representatives District 9](/us/states/pr/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/fernando-sanabria-colon.md b/data/jurisdictions/us/states/pr/people/fernando-sanabria-colon.md
index cfe05df7c4..aec69f8293 100644
--- a/data/jurisdictions/us/states/pr/people/fernando-sanabria-colon.md
+++ b/data/jurisdictions/us/states/pr/people/fernando-sanabria-colon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 30"
+represents: "us/states/pr/districts/house/30"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 30 (PR State House of Representatives District 30).
 
+Represents [PR State House of Representatives District 30](/us/states/pr/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/gabriel-rodriguez-aguilo.md b/data/jurisdictions/us/states/pr/people/gabriel-rodriguez-aguilo.md
index 864ba35709..de41d72c83 100644
--- a/data/jurisdictions/us/states/pr/people/gabriel-rodriguez-aguilo.md
+++ b/data/jurisdictions/us/states/pr/people/gabriel-rodriguez-aguilo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/gaby-gonzalez.md b/data/jurisdictions/us/states/pr/people/gaby-gonzalez.md
index 49626cf730..40ede96c91 100644
--- a/data/jurisdictions/us/states/pr/people/gaby-gonzalez.md
+++ b/data/jurisdictions/us/states/pr/people/gaby-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 3"
+represents: "us/states/pr/districts/senate/3"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 3 (PR State Senate District 3).
 
+Represents [PR State Senate District 3](/us/states/pr/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/gregorio-matias.md b/data/jurisdictions/us/states/pr/people/gregorio-matias.md
index d6c5d09ddb..58fe5af693 100644
--- a/data/jurisdictions/us/states/pr/people/gregorio-matias.md
+++ b/data/jurisdictions/us/states/pr/people/gregorio-matias.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2020-05-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/gretchen-hau.md b/data/jurisdictions/us/states/pr/people/gretchen-hau.md
index 285d927084..7124ad0817 100644
--- a/data/jurisdictions/us/states/pr/people/gretchen-hau.md
+++ b/data/jurisdictions/us/states/pr/people/gretchen-hau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 29"
+represents: "us/states/pr/districts/house/29"
 tenure:
   start: "2023-05-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 29 (PR State House of Representatives District 29).
 
+Represents [PR State House of Representatives District 29](/us/states/pr/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/hector-ferrer.md b/data/jurisdictions/us/states/pr/people/hector-ferrer.md
index a799325bac..fe73bf9fdf 100644
--- a/data/jurisdictions/us/states/pr/people/hector-ferrer.md
+++ b/data/jurisdictions/us/states/pr/people/hector-ferrer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/hector-sanchez-alvarez.md b/data/jurisdictions/us/states/pr/people/hector-sanchez-alvarez.md
index b58ccea07e..1042fcb132 100644
--- a/data/jurisdictions/us/states/pr/people/hector-sanchez-alvarez.md
+++ b/data/jurisdictions/us/states/pr/people/hector-sanchez-alvarez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 8"
+represents: "us/states/pr/districts/senate/8"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 8 (PR State Senate District 8).
 
+Represents [PR State Senate District 8](/us/states/pr/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/jamie-barlucea.md b/data/jurisdictions/us/states/pr/people/jamie-barlucea.md
index 2d5af92a6c..499b630ee6 100644
--- a/data/jurisdictions/us/states/pr/people/jamie-barlucea.md
+++ b/data/jurisdictions/us/states/pr/people/jamie-barlucea.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 5"
+represents: "us/states/pr/districts/senate/5"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 5 (PR State Senate District 5).
 
+Represents [PR State Senate District 5](/us/states/pr/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/javy-hernandez-ortiz.md b/data/jurisdictions/us/states/pr/people/javy-hernandez-ortiz.md
index 13377487c1..b20aaf773a 100644
--- a/data/jurisdictions/us/states/pr/people/javy-hernandez-ortiz.md
+++ b/data/jurisdictions/us/states/pr/people/javy-hernandez-ortiz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/jeison-rosa.md b/data/jurisdictions/us/states/pr/people/jeison-rosa.md
index 2dbe2a0395..96dc620bf8 100644
--- a/data/jurisdictions/us/states/pr/people/jeison-rosa.md
+++ b/data/jurisdictions/us/states/pr/people/jeison-rosa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 4"
+represents: "us/states/pr/districts/senate/4"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 4 (PR State Senate District 4).
 
+Represents [PR State Senate District 4](/us/states/pr/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/jerry-nieves.md b/data/jurisdictions/us/states/pr/people/jerry-nieves.md
index 1a33b0fa93..db37521161 100644
--- a/data/jurisdictions/us/states/pr/people/jerry-nieves.md
+++ b/data/jurisdictions/us/states/pr/people/jerry-nieves.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 13"
+represents: "us/states/pr/districts/house/13"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 13 (PR State House of Representatives District 13).
 
+Represents [PR State House of Representatives District 13](/us/states/pr/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/joanne-rodriguez-veve.md b/data/jurisdictions/us/states/pr/people/joanne-rodriguez-veve.md
index dd7f03e8c7..178ed7043e 100644
--- a/data/jurisdictions/us/states/pr/people/joanne-rodriguez-veve.md
+++ b/data/jurisdictions/us/states/pr/people/joanne-rodriguez-veve.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/joel-franqui-atiles.md b/data/jurisdictions/us/states/pr/people/joel-franqui-atiles.md
index 1e27068623..da5a23ff74 100644
--- a/data/jurisdictions/us/states/pr/people/joel-franqui-atiles.md
+++ b/data/jurisdictions/us/states/pr/people/joel-franqui-atiles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 15"
+represents: "us/states/pr/districts/house/15"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 15 (PR State House of Representatives District 15).
 
+Represents [PR State House of Representatives District 15](/us/states/pr/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/johnny-mendez-nunez.md b/data/jurisdictions/us/states/pr/people/johnny-mendez-nunez.md
index 8266594c97..a7e2955b31 100644
--- a/data/jurisdictions/us/states/pr/people/johnny-mendez-nunez.md
+++ b/data/jurisdictions/us/states/pr/people/johnny-mendez-nunez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 36"
+represents: "us/states/pr/districts/house/36"
 tenure:
   start: "2005-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 36 (PR State House of Representatives District 36).
 
+Represents [PR State House of Representatives District 36](/us/states/pr/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/joito-colon.md b/data/jurisdictions/us/states/pr/people/joito-colon.md
index 8a9f323323..92c6bb79fa 100644
--- a/data/jurisdictions/us/states/pr/people/joito-colon.md
+++ b/data/jurisdictions/us/states/pr/people/joito-colon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 22"
+represents: "us/states/pr/districts/house/22"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 22 (PR State House of Representatives District 22).
 
+Represents [PR State House of Representatives District 22](/us/states/pr/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/jorge-navarro-suarez.md b/data/jurisdictions/us/states/pr/people/jorge-navarro-suarez.md
index 2d0cd1ce75..fd0d5a056c 100644
--- a/data/jurisdictions/us/states/pr/people/jorge-navarro-suarez.md
+++ b/data/jurisdictions/us/states/pr/people/jorge-navarro-suarez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 5"
+represents: "us/states/pr/districts/house/5"
 tenure:
   start: "2005-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 5 (PR State House of Representatives District 5).
 
+Represents [PR State House of Representatives District 5](/us/states/pr/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/jose-aponte-hernandez.md b/data/jurisdictions/us/states/pr/people/jose-aponte-hernandez.md
index f8d0e87093..9d5ac02a79 100644
--- a/data/jurisdictions/us/states/pr/people/jose-aponte-hernandez.md
+++ b/data/jurisdictions/us/states/pr/people/jose-aponte-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2005-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/jose-dalmau-santiago.md b/data/jurisdictions/us/states/pr/people/jose-dalmau-santiago.md
index 332dde796b..15c0caa2b6 100644
--- a/data/jurisdictions/us/states/pr/people/jose-dalmau-santiago.md
+++ b/data/jurisdictions/us/states/pr/people/jose-dalmau-santiago.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/jose-perez-cordero.md b/data/jurisdictions/us/states/pr/people/jose-perez-cordero.md
index d1b7f7855c..06a9b7f8ba 100644
--- a/data/jurisdictions/us/states/pr/people/jose-perez-cordero.md
+++ b/data/jurisdictions/us/states/pr/people/jose-perez-cordero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2021-04-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/josean-jimenez.md b/data/jurisdictions/us/states/pr/people/josean-jimenez.md
index 71ae922894..7640fabe14 100644
--- a/data/jurisdictions/us/states/pr/people/josean-jimenez.md
+++ b/data/jurisdictions/us/states/pr/people/josean-jimenez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 26"
+represents: "us/states/pr/districts/house/26"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 26 (PR State House of Representatives District 26).
 
+Represents [PR State House of Representatives District 26](/us/states/pr/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/josian-santiago-rivera.md b/data/jurisdictions/us/states/pr/people/josian-santiago-rivera.md
index be64f6b040..0f8de7f813 100644
--- a/data/jurisdictions/us/states/pr/people/josian-santiago-rivera.md
+++ b/data/jurisdictions/us/states/pr/people/josian-santiago-rivera.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/juan-oscar-morales.md b/data/jurisdictions/us/states/pr/people/juan-oscar-morales.md
index c128a45b9b..9c9cc086c7 100644
--- a/data/jurisdictions/us/states/pr/people/juan-oscar-morales.md
+++ b/data/jurisdictions/us/states/pr/people/juan-oscar-morales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 1"
+represents: "us/states/pr/districts/senate/1"
 tenure:
   start: "2022-09-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 1 (PR State Senate District 1).
 
+Represents [PR State Senate District 1](/us/states/pr/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/karen-roman.md b/data/jurisdictions/us/states/pr/people/karen-roman.md
index 187f49f90d..9530f11763 100644
--- a/data/jurisdictions/us/states/pr/people/karen-roman.md
+++ b/data/jurisdictions/us/states/pr/people/karen-roman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 4"
+represents: "us/states/pr/districts/senate/4"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 4 (PR State Senate District 4).
 
+Represents [PR State Senate District 4](/us/states/pr/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/lilly-rosas.md b/data/jurisdictions/us/states/pr/people/lilly-rosas.md
index 301603c1a3..e94a27a5e0 100644
--- a/data/jurisdictions/us/states/pr/people/lilly-rosas.md
+++ b/data/jurisdictions/us/states/pr/people/lilly-rosas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 19"
+represents: "us/states/pr/districts/house/19"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 19 (PR State House of Representatives District 19).
 
+Represents [PR State House of Representatives District 19](/us/states/pr/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/lisie-burgos.md b/data/jurisdictions/us/states/pr/people/lisie-burgos.md
index 910d88bdfe..33d46af91a 100644
--- a/data/jurisdictions/us/states/pr/people/lisie-burgos.md
+++ b/data/jurisdictions/us/states/pr/people/lisie-burgos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/lourdes-ramos.md b/data/jurisdictions/us/states/pr/people/lourdes-ramos.md
index c7b51602eb..d489981155 100644
--- a/data/jurisdictions/us/states/pr/people/lourdes-ramos.md
+++ b/data/jurisdictions/us/states/pr/people/lourdes-ramos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2004-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/luis-daniel-colon-la-santa.md b/data/jurisdictions/us/states/pr/people/luis-daniel-colon-la-santa.md
index 448897bc18..4cf71b0019 100644
--- a/data/jurisdictions/us/states/pr/people/luis-daniel-colon-la-santa.md
+++ b/data/jurisdictions/us/states/pr/people/luis-daniel-colon-la-santa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 7"
+represents: "us/states/pr/districts/senate/7"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 7 (PR State Senate District 7).
 
+Represents [PR State Senate District 7](/us/states/pr/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/luis-perez.md b/data/jurisdictions/us/states/pr/people/luis-perez.md
index d12b0df9d0..a04fdb0980 100644
--- a/data/jurisdictions/us/states/pr/people/luis-perez.md
+++ b/data/jurisdictions/us/states/pr/people/luis-perez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 7"
+represents: "us/states/pr/districts/house/7"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 7 (PR State House of Representatives District 7).
 
+Represents [PR State House of Representatives District 7](/us/states/pr/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/maria-de-lourdes-santiago-negron.md b/data/jurisdictions/us/states/pr/people/maria-de-lourdes-santiago-negron.md
index eda309bb05..c90ec2c033 100644
--- a/data/jurisdictions/us/states/pr/people/maria-de-lourdes-santiago-negron.md
+++ b/data/jurisdictions/us/states/pr/people/maria-de-lourdes-santiago-negron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/marially-gonzalez.md b/data/jurisdictions/us/states/pr/people/marially-gonzalez.md
index dc78583f8a..cd489ea232 100644
--- a/data/jurisdictions/us/states/pr/people/marially-gonzalez.md
+++ b/data/jurisdictions/us/states/pr/people/marially-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 5"
+represents: "us/states/pr/districts/senate/5"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 5 (PR State Senate District 5).
 
+Represents [PR State Senate District 5](/us/states/pr/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/marissa-jimenez.md b/data/jurisdictions/us/states/pr/people/marissa-jimenez.md
index 5bd3d2f3a1..a3464fa371 100644
--- a/data/jurisdictions/us/states/pr/people/marissa-jimenez.md
+++ b/data/jurisdictions/us/states/pr/people/marissa-jimenez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 8"
+represents: "us/states/pr/districts/senate/8"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 8 (PR State Senate District 8).
 
+Represents [PR State Senate District 8](/us/states/pr/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/migdalia-padilla-alvelo.md b/data/jurisdictions/us/states/pr/people/migdalia-padilla-alvelo.md
index 7b62835418..9b443b0904 100644
--- a/data/jurisdictions/us/states/pr/people/migdalia-padilla-alvelo.md
+++ b/data/jurisdictions/us/states/pr/people/migdalia-padilla-alvelo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 2"
+represents: "us/states/pr/districts/senate/2"
 tenure:
   start: "2000-05-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 2 (PR State Senate District 2).
 
+Represents [PR State Senate District 2](/us/states/pr/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/nelie-lebron-robles.md b/data/jurisdictions/us/states/pr/people/nelie-lebron-robles.md
index ad8daec828..77598cd976 100644
--- a/data/jurisdictions/us/states/pr/people/nelie-lebron-robles.md
+++ b/data/jurisdictions/us/states/pr/people/nelie-lebron-robles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/nitza-moran.md b/data/jurisdictions/us/states/pr/people/nitza-moran.md
index 0164d26e69..1b44ea3a0f 100644
--- a/data/jurisdictions/us/states/pr/people/nitza-moran.md
+++ b/data/jurisdictions/us/states/pr/people/nitza-moran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 1"
+represents: "us/states/pr/districts/senate/1"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 1 (PR State Senate District 1).
 
+Represents [PR State Senate District 1](/us/states/pr/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/odalys-gonzalez.md b/data/jurisdictions/us/states/pr/people/odalys-gonzalez.md
index 2a4cb7e149..7f7dc4fd31 100644
--- a/data/jurisdictions/us/states/pr/people/odalys-gonzalez.md
+++ b/data/jurisdictions/us/states/pr/people/odalys-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 18"
+represents: "us/states/pr/districts/house/18"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 18 (PR State House of Representatives District 18).
 
+Represents [PR State House of Representatives District 18](/us/states/pr/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/omayra-martinez.md b/data/jurisdictions/us/states/pr/people/omayra-martinez.md
index afba1a57b6..5dceda88a7 100644
--- a/data/jurisdictions/us/states/pr/people/omayra-martinez.md
+++ b/data/jurisdictions/us/states/pr/people/omayra-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 21"
+represents: "us/states/pr/districts/house/21"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 21 (PR State House of Representatives District 21).
 
+Represents [PR State House of Representatives District 21](/us/states/pr/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/pelle-santiago.md b/data/jurisdictions/us/states/pr/people/pelle-santiago.md
index 7031746a0b..b31866066b 100644
--- a/data/jurisdictions/us/states/pr/people/pelle-santiago.md
+++ b/data/jurisdictions/us/states/pr/people/pelle-santiago.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 10"
+represents: "us/states/pr/districts/house/10"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 10 (PR State House of Representatives District 10).
 
+Represents [PR State House of Representatives District 10](/us/states/pr/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/pichy-torres-zamora.md b/data/jurisdictions/us/states/pr/people/pichy-torres-zamora.md
index 0d15dbfc45..c86a29a441 100644
--- a/data/jurisdictions/us/states/pr/people/pichy-torres-zamora.md
+++ b/data/jurisdictions/us/states/pr/people/pichy-torres-zamora.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/rafy-santos.md b/data/jurisdictions/us/states/pr/people/rafy-santos.md
index 583d470c02..380e7c2ba4 100644
--- a/data/jurisdictions/us/states/pr/people/rafy-santos.md
+++ b/data/jurisdictions/us/states/pr/people/rafy-santos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 6"
+represents: "us/states/pr/districts/senate/6"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 6 (PR State Senate District 6).
 
+Represents [PR State Senate District 6](/us/states/pr/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/ramon-torres.md b/data/jurisdictions/us/states/pr/people/ramon-torres.md
index 59c4729be8..94905a3178 100644
--- a/data/jurisdictions/us/states/pr/people/ramon-torres.md
+++ b/data/jurisdictions/us/states/pr/people/ramon-torres.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/rey-figueroa.md b/data/jurisdictions/us/states/pr/people/rey-figueroa.md
index 745f5ae0f8..358c8b1cb0 100644
--- a/data/jurisdictions/us/states/pr/people/rey-figueroa.md
+++ b/data/jurisdictions/us/states/pr/people/rey-figueroa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 16"
+represents: "us/states/pr/districts/house/16"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 16 (PR State House of Representatives District 16).
 
+Represents [PR State House of Representatives District 16](/us/states/pr/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/roberto-lopez.md b/data/jurisdictions/us/states/pr/people/roberto-lopez.md
index 0cbcb65930..c69bbbfa90 100644
--- a/data/jurisdictions/us/states/pr/people/roberto-lopez.md
+++ b/data/jurisdictions/us/states/pr/people/roberto-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 31"
+represents: "us/states/pr/districts/house/31"
 tenure:
   start: "2025-10-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 31 (PR State House of Representatives District 31).
 
+Represents [PR State House of Representatives District 31](/us/states/pr/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/roberto-rivera-ruiz-de-porras.md b/data/jurisdictions/us/states/pr/people/roberto-rivera-ruiz-de-porras.md
index d7e1697a5f..c3764223b1 100644
--- a/data/jurisdictions/us/states/pr/people/roberto-rivera-ruiz-de-porras.md
+++ b/data/jurisdictions/us/states/pr/people/roberto-rivera-ruiz-de-porras.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 39"
+represents: "us/states/pr/districts/house/39"
 tenure:
   start: "2001-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 39 (PR State House of Representatives District 39).
 
+Represents [PR State House of Representatives District 39](/us/states/pr/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/roxanna-soto-aguilu.md b/data/jurisdictions/us/states/pr/people/roxanna-soto-aguilu.md
index 23d8826b96..0d76b0a85f 100644
--- a/data/jurisdictions/us/states/pr/people/roxanna-soto-aguilu.md
+++ b/data/jurisdictions/us/states/pr/people/roxanna-soto-aguilu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/sergio-estevez.md b/data/jurisdictions/us/states/pr/people/sergio-estevez.md
index ea2a4bc014..0b4dbe09a1 100644
--- a/data/jurisdictions/us/states/pr/people/sergio-estevez.md
+++ b/data/jurisdictions/us/states/pr/people/sergio-estevez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 40"
+represents: "us/states/pr/districts/house/40"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 40 (PR State House of Representatives District 40).
 
+Represents [PR State House of Representatives District 40](/us/states/pr/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/sol-higgins.md b/data/jurisdictions/us/states/pr/people/sol-higgins.md
index e13ad05e3d..57446cc8bd 100644
--- a/data/jurisdictions/us/states/pr/people/sol-higgins.md
+++ b/data/jurisdictions/us/states/pr/people/sol-higgins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 35"
+represents: "us/states/pr/districts/house/35"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 35 (PR State House of Representatives District 35).
 
+Represents [PR State House of Representatives District 35](/us/states/pr/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/swanny-vargas-laureano.md b/data/jurisdictions/us/states/pr/people/swanny-vargas-laureano.md
index 58113f3768..372e3aa790 100644
--- a/data/jurisdictions/us/states/pr/people/swanny-vargas-laureano.md
+++ b/data/jurisdictions/us/states/pr/people/swanny-vargas-laureano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/tatiana-perez-ramirez.md b/data/jurisdictions/us/states/pr/people/tatiana-perez-ramirez.md
index 60d8a40cb6..d2849af709 100644
--- a/data/jurisdictions/us/states/pr/people/tatiana-perez-ramirez.md
+++ b/data/jurisdictions/us/states/pr/people/tatiana-perez-ramirez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District At-Large"
+represents: "us/states/pr/districts/house/at-large"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District At-Large (PR State House of Representatives District At-Large).
 
+Represents [PR State House of Representatives District At-Large](/us/states/pr/districts/house/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/thomas-rivera-schatz.md b/data/jurisdictions/us/states/pr/people/thomas-rivera-schatz.md
index 74fb2136f3..8d4198384c 100644
--- a/data/jurisdictions/us/states/pr/people/thomas-rivera-schatz.md
+++ b/data/jurisdictions/us/states/pr/people/thomas-rivera-schatz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District At-Large"
+represents: "us/states/pr/districts/senate/at-large"
 tenure:
   start: "2009-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District At-Large (PR State Senate District At-Large).
 
+Represents [PR State Senate District At-Large](/us/states/pr/districts/senate/at-large.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/victor-pares.md b/data/jurisdictions/us/states/pr/people/victor-pares.md
index b5eb5f26c4..952f434355 100644
--- a/data/jurisdictions/us/states/pr/people/victor-pares.md
+++ b/data/jurisdictions/us/states/pr/people/victor-pares.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 4"
+represents: "us/states/pr/districts/house/4"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 4 (PR State House of Representatives District 4).
 
+Represents [PR State House of Representatives District 4](/us/states/pr/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/wanda-del-valle-correa.md b/data/jurisdictions/us/states/pr/people/wanda-del-valle-correa.md
index 8e4297262d..d635df793d 100644
--- a/data/jurisdictions/us/states/pr/people/wanda-del-valle-correa.md
+++ b/data/jurisdictions/us/states/pr/people/wanda-del-valle-correa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 38"
+represents: "us/states/pr/districts/house/38"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 38 (PR State House of Representatives District 38).
 
+Represents [PR State House of Representatives District 38](/us/states/pr/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/wandy-soto.md b/data/jurisdictions/us/states/pr/people/wandy-soto.md
index 55226ce7e8..950e27b37d 100644
--- a/data/jurisdictions/us/states/pr/people/wandy-soto.md
+++ b/data/jurisdictions/us/states/pr/people/wandy-soto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 7"
+represents: "us/states/pr/districts/senate/7"
 tenure:
   start: "2021-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 7 (PR State Senate District 7).
 
+Represents [PR State Senate District 7](/us/states/pr/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/wilmer-reyes-berrios.md b/data/jurisdictions/us/states/pr/people/wilmer-reyes-berrios.md
index fdfdbbed72..8403694d49 100644
--- a/data/jurisdictions/us/states/pr/people/wilmer-reyes-berrios.md
+++ b/data/jurisdictions/us/states/pr/people/wilmer-reyes-berrios.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State Senate District 6"
+represents: "us/states/pr/districts/senate/6"
 tenure:
   start: "2025-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR Senate District 6 (PR State Senate District 6).
 
+Represents [PR State Senate District 6](/us/states/pr/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/wilson-roman.md b/data/jurisdictions/us/states/pr/people/wilson-roman.md
index 902acbc5b0..3863624bdd 100644
--- a/data/jurisdictions/us/states/pr/people/wilson-roman.md
+++ b/data/jurisdictions/us/states/pr/people/wilson-roman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 17"
+represents: "us/states/pr/districts/house/17"
 tenure:
   start: "2018-10-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 17 (PR State House of Representatives District 17).
 
+Represents [PR State House of Representatives District 17](/us/states/pr/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/pr/people/yashira-lebron.md b/data/jurisdictions/us/states/pr/people/yashira-lebron.md
index 9e8782a2ed..792e9b3a07 100644
--- a/data/jurisdictions/us/states/pr/people/yashira-lebron.md
+++ b/data/jurisdictions/us/states/pr/people/yashira-lebron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "PR"
 district: "PR State House of Representatives District 8"
+represents: "us/states/pr/districts/house/8"
 tenure:
   start: "2014-10-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current PR House District 8 (PR State House of Representatives District 8).
 
+Represents [PR State House of Representatives District 8](/us/states/pr/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/counties/bristol/index.md b/data/jurisdictions/us/states/ri/counties/bristol/index.md
index cf4106498c..36626bdd8f 100644
--- a/data/jurisdictions/us/states/ri/counties/bristol/index.md
+++ b/data/jurisdictions/us/states/ri/counties/bristol/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 20
   hispanic: 2108
   bachelors_plus: 27880
+districts:
+  - to: "us/states/ri/districts/01"
+    rel: in-district
+    area_weight: 0.6737
+  - to: "us/states/ri/districts/senate/32"
+    rel: in-district
+    area_weight: 0.3184
+  - to: "us/states/ri/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2355
+  - to: "us/states/ri/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0785
+  - to: "us/states/ri/districts/house/67"
+    rel: in-district
+    area_weight: 0.2518
+  - to: "us/states/ri/districts/house/68"
+    rel: in-district
+    area_weight: 0.155
+  - to: "us/states/ri/districts/house/69"
+    rel: in-district
+    area_weight: 0.1167
+  - to: "us/states/ri/districts/house/66"
+    rel: in-district
+    area_weight: 0.109
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ri]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 2108 |
 | Bachelor's or higher | 27880 |
 
+## Districts
+
+- [RI-01](/us/states/ri/districts/01.md) — 67% (congressional)
+- [RI Senate District 32](/us/states/ri/districts/senate/32.md) — 32% (state senate)
+- [RI Senate District 10](/us/states/ri/districts/senate/10.md) — 24% (state senate)
+- [RI Senate District 11](/us/states/ri/districts/senate/11.md) — 8% (state senate)
+- [RI House District 67](/us/states/ri/districts/house/67.md) — 25% (state house)
+- [RI House District 68](/us/states/ri/districts/house/68.md) — 16% (state house)
+- [RI House District 69](/us/states/ri/districts/house/69.md) — 12% (state house)
+- [RI House District 66](/us/states/ri/districts/house/66.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ri/counties/kent/index.md b/data/jurisdictions/us/states/ri/counties/kent/index.md
index 30e819a370..f0dd0b7a3d 100644
--- a/data/jurisdictions/us/states/ri/counties/kent/index.md
+++ b/data/jurisdictions/us/states/ri/counties/kent/index.md
@@ -22,9 +22,78 @@ demographics:
   race_native: 451
   hispanic: 11762
   bachelors_plus: 61842
+districts:
+  - to: "us/states/ri/districts/02"
+    rel: in-district
+    area_weight: 0.9324
+  - to: "us/states/ri/districts/senate/21"
+    rel: in-district
+    area_weight: 0.2984
+  - to: "us/states/ri/districts/senate/33"
+    rel: in-district
+    area_weight: 0.2218
+  - to: "us/states/ri/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0882
+  - to: "us/states/ri/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0849
+  - to: "us/states/ri/districts/senate/34"
+    rel: in-district
+    area_weight: 0.084
+  - to: "us/states/ri/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0603
+  - to: "us/states/ri/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0523
+  - to: "us/states/ri/districts/senate/9"
+    rel: in-district
+    area_weight: 0.0405
+  - to: "us/states/ri/districts/house/29"
+    rel: in-district
+    area_weight: 0.2105
+  - to: "us/states/ri/districts/house/30"
+    rel: in-district
+    area_weight: 0.1763
+  - to: "us/states/ri/districts/house/28"
+    rel: in-district
+    area_weight: 0.1526
+  - to: "us/states/ri/districts/house/40"
+    rel: in-district
+    area_weight: 0.1202
+  - to: "us/states/ri/districts/house/24"
+    rel: in-district
+    area_weight: 0.0528
+  - to: "us/states/ri/districts/house/20"
+    rel: in-district
+    area_weight: 0.0406
+  - to: "us/states/ri/districts/house/26"
+    rel: in-district
+    area_weight: 0.0331
+  - to: "us/states/ri/districts/house/21"
+    rel: in-district
+    area_weight: 0.03
+  - to: "us/states/ri/districts/house/22"
+    rel: in-district
+    area_weight: 0.0296
+  - to: "us/states/ri/districts/house/27"
+    rel: in-district
+    area_weight: 0.0283
+  - to: "us/states/ri/districts/house/23"
+    rel: in-district
+    area_weight: 0.0245
+  - to: "us/states/ri/districts/house/25"
+    rel: in-district
+    area_weight: 0.0172
+  - to: "us/states/ri/districts/house/19"
+    rel: in-district
+    area_weight: 0.0165
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ri]
 timestamp: "2026-07-03"
@@ -56,6 +125,32 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11762 |
 | Bachelor's or higher | 61842 |
 
+## Districts
+
+- [RI-02](/us/states/ri/districts/02.md) — 93% (congressional)
+- [RI Senate District 21](/us/states/ri/districts/senate/21.md) — 30% (state senate)
+- [RI Senate District 33](/us/states/ri/districts/senate/33.md) — 22% (state senate)
+- [RI Senate District 35](/us/states/ri/districts/senate/35.md) — 9% (state senate)
+- [RI Senate District 30](/us/states/ri/districts/senate/30.md) — 8% (state senate)
+- [RI Senate District 34](/us/states/ri/districts/senate/34.md) — 8% (state senate)
+- [RI Senate District 31](/us/states/ri/districts/senate/31.md) — 6% (state senate)
+- [RI Senate District 29](/us/states/ri/districts/senate/29.md) — 5% (state senate)
+- [RI Senate District 9](/us/states/ri/districts/senate/9.md) — 4% (state senate)
+- [RI House District 29](/us/states/ri/districts/house/29.md) — 21% (state house)
+- [RI House District 30](/us/states/ri/districts/house/30.md) — 18% (state house)
+- [RI House District 28](/us/states/ri/districts/house/28.md) — 15% (state house)
+- [RI House District 40](/us/states/ri/districts/house/40.md) — 12% (state house)
+- [RI House District 24](/us/states/ri/districts/house/24.md) — 5% (state house)
+- [RI House District 20](/us/states/ri/districts/house/20.md) — 4% (state house)
+- [RI House District 26](/us/states/ri/districts/house/26.md) — 3% (state house)
+- [RI House District 21](/us/states/ri/districts/house/21.md) — 3% (state house)
+- [RI House District 22](/us/states/ri/districts/house/22.md) — 3% (state house)
+- [RI House District 27](/us/states/ri/districts/house/27.md) — 3% (state house)
+- [RI House District 23](/us/states/ri/districts/house/23.md) — 2% (state house)
+- [RI House District 25](/us/states/ri/districts/house/25.md) — 2% (state house)
+- [RI House District 19](/us/states/ri/districts/house/19.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ri/counties/newport/index.md b/data/jurisdictions/us/states/ri/counties/newport/index.md
index 5d86227d01..02edb2e0bc 100644
--- a/data/jurisdictions/us/states/ri/counties/newport/index.md
+++ b/data/jurisdictions/us/states/ri/counties/newport/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 171
   hispanic: 5701
   bachelors_plus: 49077
+districts:
+  - to: "us/states/ri/districts/01"
+    rel: in-district
+    area_weight: 0.3621
+  - to: "us/states/ri/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1843
+  - to: "us/states/ri/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0789
+  - to: "us/states/ri/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0562
+  - to: "us/states/ri/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0301
+  - to: "us/states/ri/districts/house/71"
+    rel: in-district
+    area_weight: 0.1208
+  - to: "us/states/ri/districts/house/70"
+    rel: in-district
+    area_weight: 0.0719
+  - to: "us/states/ri/districts/house/72"
+    rel: in-district
+    area_weight: 0.0575
+  - to: "us/states/ri/districts/house/74"
+    rel: in-district
+    area_weight: 0.0476
+  - to: "us/states/ri/districts/house/69"
+    rel: in-district
+    area_weight: 0.0211
+  - to: "us/states/ri/districts/house/75"
+    rel: in-district
+    area_weight: 0.0194
+  - to: "us/states/ri/districts/house/73"
+    rel: in-district
+    area_weight: 0.0112
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ri]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5701 |
 | Bachelor's or higher | 49077 |
 
+## Districts
+
+- [RI-01](/us/states/ri/districts/01.md) — 36% (congressional)
+- [RI Senate District 12](/us/states/ri/districts/senate/12.md) — 18% (state senate)
+- [RI Senate District 11](/us/states/ri/districts/senate/11.md) — 8% (state senate)
+- [RI Senate District 13](/us/states/ri/districts/senate/13.md) — 6% (state senate)
+- [RI Senate District 10](/us/states/ri/districts/senate/10.md) — 3% (state senate)
+- [RI House District 71](/us/states/ri/districts/house/71.md) — 12% (state house)
+- [RI House District 70](/us/states/ri/districts/house/70.md) — 7% (state house)
+- [RI House District 72](/us/states/ri/districts/house/72.md) — 6% (state house)
+- [RI House District 74](/us/states/ri/districts/house/74.md) — 5% (state house)
+- [RI House District 69](/us/states/ri/districts/house/69.md) — 2% (state house)
+- [RI House District 75](/us/states/ri/districts/house/75.md) — 2% (state house)
+- [RI House District 73](/us/states/ri/districts/house/73.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ri/counties/providence/index.md b/data/jurisdictions/us/states/ri/counties/providence/index.md
index 41cb5a03de..277a582d5d 100644
--- a/data/jurisdictions/us/states/ri/counties/providence/index.md
+++ b/data/jurisdictions/us/states/ri/counties/providence/index.md
@@ -22,9 +22,171 @@ demographics:
   race_native: 4298
   hispanic: 170376
   bachelors_plus: 208021
+districts:
+  - to: "us/states/ri/districts/02"
+    rel: in-district
+    area_weight: 0.6479
+  - to: "us/states/ri/districts/01"
+    rel: in-district
+    area_weight: 0.3444
+  - to: "us/states/ri/districts/senate/23"
+    rel: in-district
+    area_weight: 0.2692
+  - to: "us/states/ri/districts/senate/21"
+    rel: in-district
+    area_weight: 0.2444
+  - to: "us/states/ri/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0861
+  - to: "us/states/ri/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0683
+  - to: "us/states/ri/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0546
+  - to: "us/states/ri/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0455
+  - to: "us/states/ri/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0387
+  - to: "us/states/ri/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0316
+  - to: "us/states/ri/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0172
+  - to: "us/states/ri/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0168
+  - to: "us/states/ri/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0143
+  - to: "us/states/ri/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0138
+  - to: "us/states/ri/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0116
+  - to: "us/states/ri/districts/senate/4"
+    rel: in-district
+    area_weight: 0.011
+  - to: "us/states/ri/districts/senate/3"
+    rel: in-district
+    area_weight: 0.009
+  - to: "us/states/ri/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0086
+  - to: "us/states/ri/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0076
+  - to: "us/states/ri/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0074
+  - to: "us/states/ri/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0073
+  - to: "us/states/ri/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0066
+  - to: "us/states/ri/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/ri/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0052
+  - to: "us/states/ri/districts/senate/2"
+    rel: in-district
+    area_weight: 0.005
+  - to: "us/states/ri/districts/house/40"
+    rel: in-district
+    area_weight: 0.2353
+  - to: "us/states/ri/districts/house/41"
+    rel: in-district
+    area_weight: 0.1431
+  - to: "us/states/ri/districts/house/47"
+    rel: in-district
+    area_weight: 0.1077
+  - to: "us/states/ri/districts/house/48"
+    rel: in-district
+    area_weight: 0.0867
+  - to: "us/states/ri/districts/house/53"
+    rel: in-district
+    area_weight: 0.0513
+  - to: "us/states/ri/districts/house/52"
+    rel: in-district
+    area_weight: 0.0383
+  - to: "us/states/ri/districts/house/44"
+    rel: in-district
+    area_weight: 0.0367
+  - to: "us/states/ri/districts/house/42"
+    rel: in-district
+    area_weight: 0.0283
+  - to: "us/states/ri/districts/house/46"
+    rel: in-district
+    area_weight: 0.028
+  - to: "us/states/ri/districts/house/43"
+    rel: in-district
+    area_weight: 0.0204
+  - to: "us/states/ri/districts/house/15"
+    rel: in-district
+    area_weight: 0.0193
+  - to: "us/states/ri/districts/house/45"
+    rel: in-district
+    area_weight: 0.0167
+  - to: "us/states/ri/districts/house/51"
+    rel: in-district
+    area_weight: 0.0114
+  - to: "us/states/ri/districts/house/63"
+    rel: in-district
+    area_weight: 0.011
+  - to: "us/states/ri/districts/house/57"
+    rel: in-district
+    area_weight: 0.0107
+  - to: "us/states/ri/districts/house/65"
+    rel: in-district
+    area_weight: 0.0102
+  - to: "us/states/ri/districts/house/17"
+    rel: in-district
+    area_weight: 0.0088
+  - to: "us/states/ri/districts/house/64"
+    rel: in-district
+    area_weight: 0.008
+  - to: "us/states/ri/districts/house/12"
+    rel: in-district
+    area_weight: 0.0069
+  - to: "us/states/ri/districts/house/49"
+    rel: in-district
+    area_weight: 0.0069
+  - to: "us/states/ri/districts/house/50"
+    rel: in-district
+    area_weight: 0.0066
+  - to: "us/states/ri/districts/house/4"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/ri/districts/house/55"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/ri/districts/house/54"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/ri/districts/house/66"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/ri/districts/house/14"
+    rel: in-district
+    area_weight: 0.0056
+  - to: "us/states/ri/districts/house/16"
+    rel: in-district
+    area_weight: 0.0056
+  - to: "us/states/ri/districts/house/62"
+    rel: in-district
+    area_weight: 0.005
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ri]
 timestamp: "2026-07-03"
@@ -56,6 +218,63 @@ County jurisdiction — 6 officeholders mapped.
 | Hispanic/Latino | 170376 |
 | Bachelor's or higher | 208021 |
 
+## Districts
+
+- [RI-02](/us/states/ri/districts/02.md) — 65% (congressional)
+- [RI-01](/us/states/ri/districts/01.md) — 34% (congressional)
+- [RI Senate District 23](/us/states/ri/districts/senate/23.md) — 27% (state senate)
+- [RI Senate District 21](/us/states/ri/districts/senate/21.md) — 24% (state senate)
+- [RI Senate District 17](/us/states/ri/districts/senate/17.md) — 9% (state senate)
+- [RI Senate District 22](/us/states/ri/districts/senate/22.md) — 7% (state senate)
+- [RI Senate District 25](/us/states/ri/districts/senate/25.md) — 5% (state senate)
+- [RI Senate District 19](/us/states/ri/districts/senate/19.md) — 5% (state senate)
+- [RI Senate District 26](/us/states/ri/districts/senate/26.md) — 4% (state senate)
+- [RI Senate District 20](/us/states/ri/districts/senate/20.md) — 3% (state senate)
+- [RI Senate District 18](/us/states/ri/districts/senate/18.md) — 2% (state senate)
+- [RI Senate District 27](/us/states/ri/districts/senate/27.md) — 2% (state senate)
+- [RI Senate District 14](/us/states/ri/districts/senate/14.md) — 1% (state senate)
+- [RI Senate District 28](/us/states/ri/districts/senate/28.md) — 1% (state senate)
+- [RI Senate District 24](/us/states/ri/districts/senate/24.md) — 1% (state senate)
+- [RI Senate District 4](/us/states/ri/districts/senate/4.md) — 1% (state senate)
+- [RI Senate District 3](/us/states/ri/districts/senate/3.md) — 1% (state senate)
+- [RI Senate District 15](/us/states/ri/districts/senate/15.md) — 1% (state senate)
+- [RI Senate District 8](/us/states/ri/districts/senate/8.md) — 1% (state senate)
+- [RI Senate District 6](/us/states/ri/districts/senate/6.md) — 1% (state senate)
+- [RI Senate District 7](/us/states/ri/districts/senate/7.md) — 1% (state senate)
+- [RI Senate District 1](/us/states/ri/districts/senate/1.md) — 1% (state senate)
+- [RI Senate District 32](/us/states/ri/districts/senate/32.md) — 1% (state senate)
+- [RI Senate District 5](/us/states/ri/districts/senate/5.md) — 1% (state senate)
+- [RI Senate District 2](/us/states/ri/districts/senate/2.md) — 0% (state senate)
+- [RI House District 40](/us/states/ri/districts/house/40.md) — 24% (state house)
+- [RI House District 41](/us/states/ri/districts/house/41.md) — 14% (state house)
+- [RI House District 47](/us/states/ri/districts/house/47.md) — 11% (state house)
+- [RI House District 48](/us/states/ri/districts/house/48.md) — 9% (state house)
+- [RI House District 53](/us/states/ri/districts/house/53.md) — 5% (state house)
+- [RI House District 52](/us/states/ri/districts/house/52.md) — 4% (state house)
+- [RI House District 44](/us/states/ri/districts/house/44.md) — 4% (state house)
+- [RI House District 42](/us/states/ri/districts/house/42.md) — 3% (state house)
+- [RI House District 46](/us/states/ri/districts/house/46.md) — 3% (state house)
+- [RI House District 43](/us/states/ri/districts/house/43.md) — 2% (state house)
+- [RI House District 15](/us/states/ri/districts/house/15.md) — 2% (state house)
+- [RI House District 45](/us/states/ri/districts/house/45.md) — 2% (state house)
+- [RI House District 51](/us/states/ri/districts/house/51.md) — 1% (state house)
+- [RI House District 63](/us/states/ri/districts/house/63.md) — 1% (state house)
+- [RI House District 57](/us/states/ri/districts/house/57.md) — 1% (state house)
+- [RI House District 65](/us/states/ri/districts/house/65.md) — 1% (state house)
+- [RI House District 17](/us/states/ri/districts/house/17.md) — 1% (state house)
+- [RI House District 64](/us/states/ri/districts/house/64.md) — 1% (state house)
+- [RI House District 12](/us/states/ri/districts/house/12.md) — 1% (state house)
+- [RI House District 49](/us/states/ri/districts/house/49.md) — 1% (state house)
+- [RI House District 50](/us/states/ri/districts/house/50.md) — 1% (state house)
+- [RI House District 4](/us/states/ri/districts/house/4.md) — 1% (state house)
+- [RI House District 55](/us/states/ri/districts/house/55.md) — 1% (state house)
+- [RI House District 54](/us/states/ri/districts/house/54.md) — 1% (state house)
+- [RI House District 66](/us/states/ri/districts/house/66.md) — 1% (state house)
+- [RI House District 14](/us/states/ri/districts/house/14.md) — 1% (state house)
+- [RI House District 16](/us/states/ri/districts/house/16.md) — 1% (state house)
+- [RI House District 62](/us/states/ri/districts/house/62.md) — 0% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ri/counties/washington/index.md b/data/jurisdictions/us/states/ri/counties/washington/index.md
index 4028b6520d..e6324bc949 100644
--- a/data/jurisdictions/us/states/ri/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ri/counties/washington/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 490
   hispanic: 4968
   bachelors_plus: 69499
+districts:
+  - to: "us/states/ri/districts/02"
+    rel: in-district
+    area_weight: 0.6241
+  - to: "us/states/ri/districts/senate/34"
+    rel: in-district
+    area_weight: 0.2922
+  - to: "us/states/ri/districts/senate/38"
+    rel: in-district
+    area_weight: 0.1023
+  - to: "us/states/ri/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0967
+  - to: "us/states/ri/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0903
+  - to: "us/states/ri/districts/senate/35"
+    rel: in-district
+    area_weight: 0.044
+  - to: "us/states/ri/districts/house/39"
+    rel: in-district
+    area_weight: 0.1838
+  - to: "us/states/ri/districts/house/36"
+    rel: in-district
+    area_weight: 0.1304
+  - to: "us/states/ri/districts/house/38"
+    rel: in-district
+    area_weight: 0.0741
+  - to: "us/states/ri/districts/house/35"
+    rel: in-district
+    area_weight: 0.0555
+  - to: "us/states/ri/districts/house/32"
+    rel: in-district
+    area_weight: 0.0457
+  - to: "us/states/ri/districts/house/31"
+    rel: in-district
+    area_weight: 0.0447
+  - to: "us/states/ri/districts/house/33"
+    rel: in-district
+    area_weight: 0.034
+  - to: "us/states/ri/districts/house/37"
+    rel: in-district
+    area_weight: 0.031
+  - to: "us/states/ri/districts/house/34"
+    rel: in-district
+    area_weight: 0.0261
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ri]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction.
 | Hispanic/Latino | 4968 |
 | Bachelor's or higher | 69499 |
 
+## Districts
+
+- [RI-02](/us/states/ri/districts/02.md) — 62% (congressional)
+- [RI Senate District 34](/us/states/ri/districts/senate/34.md) — 29% (state senate)
+- [RI Senate District 38](/us/states/ri/districts/senate/38.md) — 10% (state senate)
+- [RI Senate District 37](/us/states/ri/districts/senate/37.md) — 10% (state senate)
+- [RI Senate District 36](/us/states/ri/districts/senate/36.md) — 9% (state senate)
+- [RI Senate District 35](/us/states/ri/districts/senate/35.md) — 4% (state senate)
+- [RI House District 39](/us/states/ri/districts/house/39.md) — 18% (state house)
+- [RI House District 36](/us/states/ri/districts/house/36.md) — 13% (state house)
+- [RI House District 38](/us/states/ri/districts/house/38.md) — 7% (state house)
+- [RI House District 35](/us/states/ri/districts/house/35.md) — 6% (state house)
+- [RI House District 32](/us/states/ri/districts/house/32.md) — 5% (state house)
+- [RI House District 31](/us/states/ri/districts/house/31.md) — 4% (state house)
+- [RI House District 33](/us/states/ri/districts/house/33.md) — 3% (state house)
+- [RI House District 37](/us/states/ri/districts/house/37.md) — 3% (state house)
+- [RI House District 34](/us/states/ri/districts/house/34.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ri/districts/01.md b/data/jurisdictions/us/states/ri/districts/01.md
index f45874327f..19c4ba4703 100644
--- a/data/jurisdictions/us/states/ri/districts/01.md
+++ b/data/jurisdictions/us/states/ri/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 153327
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ri]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ri/districts/02.md b/data/jurisdictions/us/states/ri/districts/02.md
index 718c0745f4..66e583c8c5 100644
--- a/data/jurisdictions/us/states/ri/districts/02.md
+++ b/data/jurisdictions/us/states/ri/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 157555
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ri]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ri/districts/house/1.md b/data/jurisdictions/us/states/ri/districts/house/1.md
new file mode 100644
index 0000000000..cecbd79d5d
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 1"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 1
+
+State House district 1 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/10.md b/data/jurisdictions/us/states/ri/districts/house/10.md
new file mode 100644
index 0000000000..9f6499b3da
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 10"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 10
+
+State House district 10 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/11.md b/data/jurisdictions/us/states/ri/districts/house/11.md
new file mode 100644
index 0000000000..ec8532e500
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 11"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 11
+
+State House district 11 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/12.md b/data/jurisdictions/us/states/ri/districts/house/12.md
new file mode 100644
index 0000000000..ec03116255
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 12"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 12
+
+State House district 12 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/13.md b/data/jurisdictions/us/states/ri/districts/house/13.md
new file mode 100644
index 0000000000..b6e9118c77
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 13"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 13
+
+State House district 13 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/14.md b/data/jurisdictions/us/states/ri/districts/house/14.md
new file mode 100644
index 0000000000..c86b71cb98
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 14"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 14
+
+State House district 14 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/15.md b/data/jurisdictions/us/states/ri/districts/house/15.md
new file mode 100644
index 0000000000..3325b258cf
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 15"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 15
+
+State House district 15 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/16.md b/data/jurisdictions/us/states/ri/districts/house/16.md
new file mode 100644
index 0000000000..598c190f0e
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 16"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 16
+
+State House district 16 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/17.md b/data/jurisdictions/us/states/ri/districts/house/17.md
new file mode 100644
index 0000000000..baf7f4a1dc
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 17"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 17
+
+State House district 17 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/18.md b/data/jurisdictions/us/states/ri/districts/house/18.md
new file mode 100644
index 0000000000..f5de18d6ea
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 18"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 18
+
+State House district 18 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/19.md b/data/jurisdictions/us/states/ri/districts/house/19.md
new file mode 100644
index 0000000000..84c23add57
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 19"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 19
+
+State House district 19 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/2.md b/data/jurisdictions/us/states/ri/districts/house/2.md
new file mode 100644
index 0000000000..b3bac9327b
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 2"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 2
+
+State House district 2 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/20.md b/data/jurisdictions/us/states/ri/districts/house/20.md
new file mode 100644
index 0000000000..70cbe2d3cd
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 20"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 20
+
+State House district 20 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/21.md b/data/jurisdictions/us/states/ri/districts/house/21.md
new file mode 100644
index 0000000000..1018e1dee7
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 21"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 21
+
+State House district 21 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/22.md b/data/jurisdictions/us/states/ri/districts/house/22.md
new file mode 100644
index 0000000000..1523c557cd
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 22"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 22
+
+State House district 22 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/23.md b/data/jurisdictions/us/states/ri/districts/house/23.md
new file mode 100644
index 0000000000..743e75b830
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 23"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 23
+
+State House district 23 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/24.md b/data/jurisdictions/us/states/ri/districts/house/24.md
new file mode 100644
index 0000000000..05dd4eda1e
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 24"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 24
+
+State House district 24 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/25.md b/data/jurisdictions/us/states/ri/districts/house/25.md
new file mode 100644
index 0000000000..97457f5fc5
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 25"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 25
+
+State House district 25 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/26.md b/data/jurisdictions/us/states/ri/districts/house/26.md
new file mode 100644
index 0000000000..32d671968a
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 26"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 26
+
+State House district 26 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/27.md b/data/jurisdictions/us/states/ri/districts/house/27.md
new file mode 100644
index 0000000000..8591fd3413
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 27"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 27
+
+State House district 27 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/28.md b/data/jurisdictions/us/states/ri/districts/house/28.md
new file mode 100644
index 0000000000..36fb581650
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 28"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 28
+
+State House district 28 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/29.md b/data/jurisdictions/us/states/ri/districts/house/29.md
new file mode 100644
index 0000000000..e67a9677bf
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 29"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 29
+
+State House district 29 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/3.md b/data/jurisdictions/us/states/ri/districts/house/3.md
new file mode 100644
index 0000000000..771e74ef94
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 3"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 3
+
+State House district 3 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/30.md b/data/jurisdictions/us/states/ri/districts/house/30.md
new file mode 100644
index 0000000000..a4fe58a5e1
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 30"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 30
+
+State House district 30 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/31.md b/data/jurisdictions/us/states/ri/districts/house/31.md
new file mode 100644
index 0000000000..2ad3b1490b
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 31"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 31
+
+State House district 31 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/32.md b/data/jurisdictions/us/states/ri/districts/house/32.md
new file mode 100644
index 0000000000..c2fe921e45
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 32"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 32
+
+State House district 32 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/33.md b/data/jurisdictions/us/states/ri/districts/house/33.md
new file mode 100644
index 0000000000..41af93b941
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 33"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 33
+
+State House district 33 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/34.md b/data/jurisdictions/us/states/ri/districts/house/34.md
new file mode 100644
index 0000000000..426ced8ef6
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 34"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 34
+
+State House district 34 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/35.md b/data/jurisdictions/us/states/ri/districts/house/35.md
new file mode 100644
index 0000000000..5fea1472e9
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 35"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 35
+
+State House district 35 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/36.md b/data/jurisdictions/us/states/ri/districts/house/36.md
new file mode 100644
index 0000000000..3edb633a0c
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 36"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 36
+
+State House district 36 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/37.md b/data/jurisdictions/us/states/ri/districts/house/37.md
new file mode 100644
index 0000000000..cc6b5a06e1
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 37"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 37
+
+State House district 37 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/38.md b/data/jurisdictions/us/states/ri/districts/house/38.md
new file mode 100644
index 0000000000..4301f5c00a
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 38"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 38
+
+State House district 38 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/39.md b/data/jurisdictions/us/states/ri/districts/house/39.md
new file mode 100644
index 0000000000..34e6042179
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 39"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 39
+
+State House district 39 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/4.md b/data/jurisdictions/us/states/ri/districts/house/4.md
new file mode 100644
index 0000000000..4ce0f0cf39
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 4"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 4
+
+State House district 4 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/40.md b/data/jurisdictions/us/states/ri/districts/house/40.md
new file mode 100644
index 0000000000..5d8050009d
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 40"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 40
+
+State House district 40 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/41.md b/data/jurisdictions/us/states/ri/districts/house/41.md
new file mode 100644
index 0000000000..ef4cc30ade
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 41"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 41
+
+State House district 41 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/42.md b/data/jurisdictions/us/states/ri/districts/house/42.md
new file mode 100644
index 0000000000..68b407c961
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 42"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 42
+
+State House district 42 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/43.md b/data/jurisdictions/us/states/ri/districts/house/43.md
new file mode 100644
index 0000000000..04b7a7f78f
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 43"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 43
+
+State House district 43 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/44.md b/data/jurisdictions/us/states/ri/districts/house/44.md
new file mode 100644
index 0000000000..4df9b3cdad
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 44"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 44
+
+State House district 44 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/45.md b/data/jurisdictions/us/states/ri/districts/house/45.md
new file mode 100644
index 0000000000..627e49c2cc
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 45"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 45
+
+State House district 45 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/46.md b/data/jurisdictions/us/states/ri/districts/house/46.md
new file mode 100644
index 0000000000..4c35e36777
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 46"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 46
+
+State House district 46 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/47.md b/data/jurisdictions/us/states/ri/districts/house/47.md
new file mode 100644
index 0000000000..99b5f711e1
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 47"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 47
+
+State House district 47 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/48.md b/data/jurisdictions/us/states/ri/districts/house/48.md
new file mode 100644
index 0000000000..6de14be01e
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 48"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 48
+
+State House district 48 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/49.md b/data/jurisdictions/us/states/ri/districts/house/49.md
new file mode 100644
index 0000000000..aee6d5d487
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 49"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 49
+
+State House district 49 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/5.md b/data/jurisdictions/us/states/ri/districts/house/5.md
new file mode 100644
index 0000000000..cf288d0f72
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 5"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 5
+
+State House district 5 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/50.md b/data/jurisdictions/us/states/ri/districts/house/50.md
new file mode 100644
index 0000000000..0109307169
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 50"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 50
+
+State House district 50 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/51.md b/data/jurisdictions/us/states/ri/districts/house/51.md
new file mode 100644
index 0000000000..946cf219c0
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 51"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 51
+
+State House district 51 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/52.md b/data/jurisdictions/us/states/ri/districts/house/52.md
new file mode 100644
index 0000000000..ca0311e0e6
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 52"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 52
+
+State House district 52 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/53.md b/data/jurisdictions/us/states/ri/districts/house/53.md
new file mode 100644
index 0000000000..9720e8db6e
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 53"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 53
+
+State House district 53 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/54.md b/data/jurisdictions/us/states/ri/districts/house/54.md
new file mode 100644
index 0000000000..78e84a9686
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 54"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 54
+
+State House district 54 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/55.md b/data/jurisdictions/us/states/ri/districts/house/55.md
new file mode 100644
index 0000000000..2e16875c98
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 55"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 55
+
+State House district 55 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/56.md b/data/jurisdictions/us/states/ri/districts/house/56.md
new file mode 100644
index 0000000000..e010173364
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 56"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 56
+
+State House district 56 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/57.md b/data/jurisdictions/us/states/ri/districts/house/57.md
new file mode 100644
index 0000000000..4aac651c8b
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 57"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 57
+
+State House district 57 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/58.md b/data/jurisdictions/us/states/ri/districts/house/58.md
new file mode 100644
index 0000000000..a674635398
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 58"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 58
+
+State House district 58 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/59.md b/data/jurisdictions/us/states/ri/districts/house/59.md
new file mode 100644
index 0000000000..d9a4de1feb
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 59"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 59
+
+State House district 59 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/6.md b/data/jurisdictions/us/states/ri/districts/house/6.md
new file mode 100644
index 0000000000..bb59ee7e93
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 6"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 6
+
+State House district 6 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/60.md b/data/jurisdictions/us/states/ri/districts/house/60.md
new file mode 100644
index 0000000000..d6b69e8543
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 60"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 60
+
+State House district 60 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/61.md b/data/jurisdictions/us/states/ri/districts/house/61.md
new file mode 100644
index 0000000000..678dc1825f
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 61"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 61
+
+State House district 61 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/62.md b/data/jurisdictions/us/states/ri/districts/house/62.md
new file mode 100644
index 0000000000..74f34f9959
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 62"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 62
+
+State House district 62 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/63.md b/data/jurisdictions/us/states/ri/districts/house/63.md
new file mode 100644
index 0000000000..e03b28955a
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 63"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 63
+
+State House district 63 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/64.md b/data/jurisdictions/us/states/ri/districts/house/64.md
new file mode 100644
index 0000000000..44b2538224
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 64"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 64
+
+State House district 64 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/65.md b/data/jurisdictions/us/states/ri/districts/house/65.md
new file mode 100644
index 0000000000..09517ab4af
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 65"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 65
+
+State House district 65 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/66.md b/data/jurisdictions/us/states/ri/districts/house/66.md
new file mode 100644
index 0000000000..05cf2d5b58
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 66"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 66
+
+State House district 66 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/67.md b/data/jurisdictions/us/states/ri/districts/house/67.md
new file mode 100644
index 0000000000..fa593d4e0b
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 67"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 67
+
+State House district 67 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/68.md b/data/jurisdictions/us/states/ri/districts/house/68.md
new file mode 100644
index 0000000000..fc5d25914b
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 68"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 68
+
+State House district 68 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/69.md b/data/jurisdictions/us/states/ri/districts/house/69.md
new file mode 100644
index 0000000000..7febf747d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 69"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 69
+
+State House district 69 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/7.md b/data/jurisdictions/us/states/ri/districts/house/7.md
new file mode 100644
index 0000000000..a03deec3b7
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 7"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 7
+
+State House district 7 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/70.md b/data/jurisdictions/us/states/ri/districts/house/70.md
new file mode 100644
index 0000000000..6aae12e566
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 70"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 70
+
+State House district 70 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/71.md b/data/jurisdictions/us/states/ri/districts/house/71.md
new file mode 100644
index 0000000000..56198e9f34
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 71"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 71
+
+State House district 71 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/72.md b/data/jurisdictions/us/states/ri/districts/house/72.md
new file mode 100644
index 0000000000..2d088c280a
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 72"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 72
+
+State House district 72 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/73.md b/data/jurisdictions/us/states/ri/districts/house/73.md
new file mode 100644
index 0000000000..049a06da10
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 73"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 73
+
+State House district 73 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/74.md b/data/jurisdictions/us/states/ri/districts/house/74.md
new file mode 100644
index 0000000000..01e89e8151
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 74"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 74
+
+State House district 74 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/75.md b/data/jurisdictions/us/states/ri/districts/house/75.md
new file mode 100644
index 0000000000..6da916b4d1
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 75"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 75
+
+State House district 75 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/8.md b/data/jurisdictions/us/states/ri/districts/house/8.md
new file mode 100644
index 0000000000..9e68ad46d1
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 8"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 8
+
+State House district 8 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/house/9.md b/data/jurisdictions/us/states/ri/districts/house/9.md
new file mode 100644
index 0000000000..569cdd0cb1
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI House District 9"
+classification: state-house-district
+state: "RI"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI House District 9
+
+State House district 9 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/1.md b/data/jurisdictions/us/states/ri/districts/senate/1.md
new file mode 100644
index 0000000000..4904264fb8
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 1"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 1
+
+State Senate district 1 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/10.md b/data/jurisdictions/us/states/ri/districts/senate/10.md
new file mode 100644
index 0000000000..118a4e6e7a
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 10"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 10
+
+State Senate district 10 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/11.md b/data/jurisdictions/us/states/ri/districts/senate/11.md
new file mode 100644
index 0000000000..ed00c5033b
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 11"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 11
+
+State Senate district 11 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/12.md b/data/jurisdictions/us/states/ri/districts/senate/12.md
new file mode 100644
index 0000000000..5692e74f21
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 12"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 12
+
+State Senate district 12 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/13.md b/data/jurisdictions/us/states/ri/districts/senate/13.md
new file mode 100644
index 0000000000..eb8aca7d27
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 13"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 13
+
+State Senate district 13 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/14.md b/data/jurisdictions/us/states/ri/districts/senate/14.md
new file mode 100644
index 0000000000..9eb37c8ec6
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 14"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 14
+
+State Senate district 14 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/15.md b/data/jurisdictions/us/states/ri/districts/senate/15.md
new file mode 100644
index 0000000000..effbaf95ea
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 15"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 15
+
+State Senate district 15 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/16.md b/data/jurisdictions/us/states/ri/districts/senate/16.md
new file mode 100644
index 0000000000..0c75cab429
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 16"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 16
+
+State Senate district 16 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/17.md b/data/jurisdictions/us/states/ri/districts/senate/17.md
new file mode 100644
index 0000000000..f9e5369cec
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 17"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 17
+
+State Senate district 17 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/18.md b/data/jurisdictions/us/states/ri/districts/senate/18.md
new file mode 100644
index 0000000000..f3b3c4571f
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 18"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 18
+
+State Senate district 18 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/19.md b/data/jurisdictions/us/states/ri/districts/senate/19.md
new file mode 100644
index 0000000000..160aa14455
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 19"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 19
+
+State Senate district 19 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/2.md b/data/jurisdictions/us/states/ri/districts/senate/2.md
new file mode 100644
index 0000000000..56cfa1b0b4
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 2"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 2
+
+State Senate district 2 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/20.md b/data/jurisdictions/us/states/ri/districts/senate/20.md
new file mode 100644
index 0000000000..a363bb4259
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 20"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 20
+
+State Senate district 20 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/21.md b/data/jurisdictions/us/states/ri/districts/senate/21.md
new file mode 100644
index 0000000000..9587789cd0
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 21"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 21
+
+State Senate district 21 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/22.md b/data/jurisdictions/us/states/ri/districts/senate/22.md
new file mode 100644
index 0000000000..dd6c1af20c
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 22"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 22
+
+State Senate district 22 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/23.md b/data/jurisdictions/us/states/ri/districts/senate/23.md
new file mode 100644
index 0000000000..8d61459307
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 23"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 23
+
+State Senate district 23 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/24.md b/data/jurisdictions/us/states/ri/districts/senate/24.md
new file mode 100644
index 0000000000..f7784de2fa
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 24"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 24
+
+State Senate district 24 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/25.md b/data/jurisdictions/us/states/ri/districts/senate/25.md
new file mode 100644
index 0000000000..690a8a2390
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 25"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 25
+
+State Senate district 25 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/26.md b/data/jurisdictions/us/states/ri/districts/senate/26.md
new file mode 100644
index 0000000000..0cf985301b
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 26"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 26
+
+State Senate district 26 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/27.md b/data/jurisdictions/us/states/ri/districts/senate/27.md
new file mode 100644
index 0000000000..9b31855cc4
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 27"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 27
+
+State Senate district 27 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/28.md b/data/jurisdictions/us/states/ri/districts/senate/28.md
new file mode 100644
index 0000000000..4ad6df8bb7
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 28"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 28
+
+State Senate district 28 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/29.md b/data/jurisdictions/us/states/ri/districts/senate/29.md
new file mode 100644
index 0000000000..01d369ad09
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 29"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 29
+
+State Senate district 29 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/3.md b/data/jurisdictions/us/states/ri/districts/senate/3.md
new file mode 100644
index 0000000000..9702f1eab8
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 3"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 3
+
+State Senate district 3 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/30.md b/data/jurisdictions/us/states/ri/districts/senate/30.md
new file mode 100644
index 0000000000..116537ed43
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 30"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 30
+
+State Senate district 30 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/31.md b/data/jurisdictions/us/states/ri/districts/senate/31.md
new file mode 100644
index 0000000000..7940195cdd
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 31"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 31
+
+State Senate district 31 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/32.md b/data/jurisdictions/us/states/ri/districts/senate/32.md
new file mode 100644
index 0000000000..6fd2a95601
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 32"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 32
+
+State Senate district 32 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/33.md b/data/jurisdictions/us/states/ri/districts/senate/33.md
new file mode 100644
index 0000000000..ea971047b9
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 33"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 33
+
+State Senate district 33 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/34.md b/data/jurisdictions/us/states/ri/districts/senate/34.md
new file mode 100644
index 0000000000..8eb284e837
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 34"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 34
+
+State Senate district 34 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/35.md b/data/jurisdictions/us/states/ri/districts/senate/35.md
new file mode 100644
index 0000000000..5fcec0ae81
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 35"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 35
+
+State Senate district 35 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/36.md b/data/jurisdictions/us/states/ri/districts/senate/36.md
new file mode 100644
index 0000000000..a32eba482f
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 36"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 36
+
+State Senate district 36 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/37.md b/data/jurisdictions/us/states/ri/districts/senate/37.md
new file mode 100644
index 0000000000..ccfce4462c
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 37"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 37
+
+State Senate district 37 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/38.md b/data/jurisdictions/us/states/ri/districts/senate/38.md
new file mode 100644
index 0000000000..2fb7095a51
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 38"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 38
+
+State Senate district 38 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/4.md b/data/jurisdictions/us/states/ri/districts/senate/4.md
new file mode 100644
index 0000000000..e05eefda67
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 4"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 4
+
+State Senate district 4 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/5.md b/data/jurisdictions/us/states/ri/districts/senate/5.md
new file mode 100644
index 0000000000..8c46daac50
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 5"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 5
+
+State Senate district 5 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/6.md b/data/jurisdictions/us/states/ri/districts/senate/6.md
new file mode 100644
index 0000000000..b316613b42
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 6"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 6
+
+State Senate district 6 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/7.md b/data/jurisdictions/us/states/ri/districts/senate/7.md
new file mode 100644
index 0000000000..311811a79f
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 7"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 7
+
+State Senate district 7 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/8.md b/data/jurisdictions/us/states/ri/districts/senate/8.md
new file mode 100644
index 0000000000..6d78a646db
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 8"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 8
+
+State Senate district 8 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/districts/senate/9.md b/data/jurisdictions/us/states/ri/districts/senate/9.md
new file mode 100644
index 0000000000..043bc57bd7
--- /dev/null
+++ b/data/jurisdictions/us/states/ri/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "RI Senate District 9"
+classification: state-senate-district
+state: "RI"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ri]
+timestamp: "2026-07-03"
+---
+
+# RI Senate District 9
+
+State Senate district 9 (RI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ri/people/alana-dimario.md b/data/jurisdictions/us/states/ri/people/alana-dimario.md
index 7e7b2bc53c..ebe2fb6749 100644
--- a/data/jurisdictions/us/states/ri/people/alana-dimario.md
+++ b/data/jurisdictions/us/states/ri/people/alana-dimario.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 36"
+represents: "us/states/ri/districts/senate/36"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 36 (RI State Senate District 36).
 
+Represents [RI State Senate District 36](/us/states/ri/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/alex-finkelman.md b/data/jurisdictions/us/states/ri/people/alex-finkelman.md
index 8f2039b250..9c8f93ebf9 100644
--- a/data/jurisdictions/us/states/ri/people/alex-finkelman.md
+++ b/data/jurisdictions/us/states/ri/people/alex-finkelman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 74"
+represents: "us/states/ri/districts/house/74"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 74 (RI State House of Representatives District 74).
 
+Represents [RI State House of Representatives District 74](/us/states/ri/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/alex-marszalkowski.md b/data/jurisdictions/us/states/ri/people/alex-marszalkowski.md
index 2bbf37658a..f479fe1524 100644
--- a/data/jurisdictions/us/states/ri/people/alex-marszalkowski.md
+++ b/data/jurisdictions/us/states/ri/people/alex-marszalkowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 52"
+represents: "us/states/ri/districts/house/52"
 tenure:
   start: "2017-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 52 (RI State House of Representatives District 52).
 
+Represents [RI State House of Representatives District 52](/us/states/ri/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/ana-quezada.md b/data/jurisdictions/us/states/ri/people/ana-quezada.md
index 61b65fd7cd..5cc116d1df 100644
--- a/data/jurisdictions/us/states/ri/people/ana-quezada.md
+++ b/data/jurisdictions/us/states/ri/people/ana-quezada.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 2"
+represents: "us/states/ri/districts/senate/2"
 tenure:
   start: "2017-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 2 (RI State Senate District 2).
 
+Represents [RI State Senate District 2](/us/states/ri/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/andrew-dimitri.md b/data/jurisdictions/us/states/ri/people/andrew-dimitri.md
index 6312ffd5df..2653230cff 100644
--- a/data/jurisdictions/us/states/ri/people/andrew-dimitri.md
+++ b/data/jurisdictions/us/states/ri/people/andrew-dimitri.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 25"
+represents: "us/states/ri/districts/senate/25"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 25 (RI State Senate District 25).
 
+Represents [RI State Senate District 25](/us/states/ri/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/anthony-desimone.md b/data/jurisdictions/us/states/ri/people/anthony-desimone.md
index c2e2503401..45a971755e 100644
--- a/data/jurisdictions/us/states/ri/people/anthony-desimone.md
+++ b/data/jurisdictions/us/states/ri/people/anthony-desimone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 5"
+represents: "us/states/ri/districts/house/5"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 5 (RI State House of Representatives District 5).
 
+Represents [RI State House of Representatives District 5](/us/states/ri/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/arthur-handy.md b/data/jurisdictions/us/states/ri/people/arthur-handy.md
index 670b799f83..74f1a9f774 100644
--- a/data/jurisdictions/us/states/ri/people/arthur-handy.md
+++ b/data/jurisdictions/us/states/ri/people/arthur-handy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 18"
+represents: "us/states/ri/districts/house/18"
 tenure:
   start: "2003-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 18 (RI State House of Representatives District 18).
 
+Represents [RI State House of Representatives District 18](/us/states/ri/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/bill-o-brien.md b/data/jurisdictions/us/states/ri/people/bill-o-brien.md
index eea3920bef..2a550f6362 100644
--- a/data/jurisdictions/us/states/ri/people/bill-o-brien.md
+++ b/data/jurisdictions/us/states/ri/people/bill-o-brien.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 54"
+represents: "us/states/ri/districts/house/54"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 54 (RI State House of Representatives District 54).
 
+Represents [RI State House of Representatives District 54](/us/states/ri/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/bob-britto.md b/data/jurisdictions/us/states/ri/people/bob-britto.md
index 7f76e247ed..befee51b07 100644
--- a/data/jurisdictions/us/states/ri/people/bob-britto.md
+++ b/data/jurisdictions/us/states/ri/people/bob-britto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 18"
+represents: "us/states/ri/districts/senate/18"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 18 (RI State Senate District 18).
 
+Represents [RI State Senate District 18](/us/states/ri/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/bob-phillips.md b/data/jurisdictions/us/states/ri/people/bob-phillips.md
index 7373cecbb9..ad506b82b6 100644
--- a/data/jurisdictions/us/states/ri/people/bob-phillips.md
+++ b/data/jurisdictions/us/states/ri/people/bob-phillips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 51"
+represents: "us/states/ri/districts/house/51"
 tenure:
   start: "2011-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 51 (RI State House of Representatives District 51).
 
+Represents [RI State House of Representatives District 51](/us/states/ri/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/bob-quattrocchi.md b/data/jurisdictions/us/states/ri/people/bob-quattrocchi.md
index 4e47e6a5ce..ee8cea821d 100644
--- a/data/jurisdictions/us/states/ri/people/bob-quattrocchi.md
+++ b/data/jurisdictions/us/states/ri/people/bob-quattrocchi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 41"
+represents: "us/states/ri/districts/house/41"
 tenure:
   start: "2017-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 41 (RI State House of Representatives District 41).
 
+Represents [RI State House of Representatives District 41](/us/states/ri/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/brandon-potter.md b/data/jurisdictions/us/states/ri/people/brandon-potter.md
index e95af82905..e7b28d3fc9 100644
--- a/data/jurisdictions/us/states/ri/people/brandon-potter.md
+++ b/data/jurisdictions/us/states/ri/people/brandon-potter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 16"
+represents: "us/states/ri/districts/house/16"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 16 (RI State House of Representatives District 16).
 
+Represents [RI State House of Representatives District 16](/us/states/ri/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/brandon-voas.md b/data/jurisdictions/us/states/ri/people/brandon-voas.md
index 67f5365836..6137a5f9d6 100644
--- a/data/jurisdictions/us/states/ri/people/brandon-voas.md
+++ b/data/jurisdictions/us/states/ri/people/brandon-voas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 57"
+represents: "us/states/ri/districts/house/57"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 57 (RI State House of Representatives District 57).
 
+Represents [RI State House of Representatives District 57](/us/states/ri/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/brian-kennedy.md b/data/jurisdictions/us/states/ri/people/brian-kennedy.md
index 349f438b7c..5928c9461f 100644
--- a/data/jurisdictions/us/states/ri/people/brian-kennedy.md
+++ b/data/jurisdictions/us/states/ri/people/brian-kennedy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 38"
+represents: "us/states/ri/districts/house/38"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 38 (RI State House of Representatives District 38).
 
+Represents [RI State House of Representatives District 38](/us/states/ri/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/brian-newberry.md b/data/jurisdictions/us/states/ri/people/brian-newberry.md
index 2418f513b2..f5b1376a46 100644
--- a/data/jurisdictions/us/states/ri/people/brian-newberry.md
+++ b/data/jurisdictions/us/states/ri/people/brian-newberry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 48"
+represents: "us/states/ri/districts/house/48"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 48 (RI State House of Representatives District 48).
 
+Represents [RI State House of Representatives District 48](/us/states/ri/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/brian-thompson.md b/data/jurisdictions/us/states/ri/people/brian-thompson.md
index ce94c10111..04126c5a6a 100644
--- a/data/jurisdictions/us/states/ri/people/brian-thompson.md
+++ b/data/jurisdictions/us/states/ri/people/brian-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 20"
+represents: "us/states/ri/districts/senate/20"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 20 (RI State Senate District 20).
 
+Represents [RI State Senate District 20](/us/states/ri/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/bridget-valverde.md b/data/jurisdictions/us/states/ri/people/bridget-valverde.md
index afc7156a75..e3bbf85365 100644
--- a/data/jurisdictions/us/states/ri/people/bridget-valverde.md
+++ b/data/jurisdictions/us/states/ri/people/bridget-valverde.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 35"
+represents: "us/states/ri/districts/senate/35"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 35 (RI State Senate District 35).
 
+Represents [RI State Senate District 35](/us/states/ri/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/carol-mcentee.md b/data/jurisdictions/us/states/ri/people/carol-mcentee.md
index c8d7480330..95796e3f6c 100644
--- a/data/jurisdictions/us/states/ri/people/carol-mcentee.md
+++ b/data/jurisdictions/us/states/ri/people/carol-mcentee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 33"
+represents: "us/states/ri/districts/house/33"
 tenure:
   start: "2015-06-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 33 (RI State House of Representatives District 33).
 
+Represents [RI State House of Representatives District 33](/us/states/ri/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/charlene-lima.md b/data/jurisdictions/us/states/ri/people/charlene-lima.md
index c9712f23ab..49fd6c19b9 100644
--- a/data/jurisdictions/us/states/ri/people/charlene-lima.md
+++ b/data/jurisdictions/us/states/ri/people/charlene-lima.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 14"
+represents: "us/states/ri/districts/house/14"
 tenure:
   start: "2003-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 14 (RI State House of Representatives District 14).
 
+Represents [RI State House of Representatives District 14](/us/states/ri/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/cherie-cruz.md b/data/jurisdictions/us/states/ri/people/cherie-cruz.md
index bdad9e1ccd..a10ec89b04 100644
--- a/data/jurisdictions/us/states/ri/people/cherie-cruz.md
+++ b/data/jurisdictions/us/states/ri/people/cherie-cruz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 58"
+represents: "us/states/ri/districts/house/58"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 58 (RI State House of Representatives District 58).
 
+Represents [RI State House of Representatives District 58](/us/states/ri/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/chris-blazejewski.md b/data/jurisdictions/us/states/ri/people/chris-blazejewski.md
index da26b1117d..8584040552 100644
--- a/data/jurisdictions/us/states/ri/people/chris-blazejewski.md
+++ b/data/jurisdictions/us/states/ri/people/chris-blazejewski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 2"
+represents: "us/states/ri/districts/house/2"
 tenure:
   start: "2011-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 2 (RI State House of Representatives District 2).
 
+Represents [RI State House of Representatives District 2](/us/states/ri/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/chris-paplauskas.md b/data/jurisdictions/us/states/ri/people/chris-paplauskas.md
index 35904b0e31..ddb1bef451 100644
--- a/data/jurisdictions/us/states/ri/people/chris-paplauskas.md
+++ b/data/jurisdictions/us/states/ri/people/chris-paplauskas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 15"
+represents: "us/states/ri/districts/house/15"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 15 (RI State House of Representatives District 15).
 
+Represents [RI State House of Representatives District 15](/us/states/ri/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/david-bennett.md b/data/jurisdictions/us/states/ri/people/david-bennett.md
index 53f97b3abd..9c2466da99 100644
--- a/data/jurisdictions/us/states/ri/people/david-bennett.md
+++ b/data/jurisdictions/us/states/ri/people/david-bennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 20"
+represents: "us/states/ri/districts/house/20"
 tenure:
   start: "2011-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 20 (RI State House of Representatives District 20).
 
+Represents [RI State House of Representatives District 20](/us/states/ri/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/david-morales.md b/data/jurisdictions/us/states/ri/people/david-morales.md
index 275631c32d..c5cb36f4d6 100644
--- a/data/jurisdictions/us/states/ri/people/david-morales.md
+++ b/data/jurisdictions/us/states/ri/people/david-morales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 7"
+represents: "us/states/ri/districts/house/7"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 7 (RI State House of Representatives District 7).
 
+Represents [RI State House of Representatives District 7](/us/states/ri/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/david-place.md b/data/jurisdictions/us/states/ri/people/david-place.md
index a35ada81a0..b41ec75a5f 100644
--- a/data/jurisdictions/us/states/ri/people/david-place.md
+++ b/data/jurisdictions/us/states/ri/people/david-place.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 47"
+represents: "us/states/ri/districts/house/47"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 47 (RI State House of Representatives District 47).
 
+Represents [RI State House of Representatives District 47](/us/states/ri/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/david-tikoian.md b/data/jurisdictions/us/states/ri/people/david-tikoian.md
index 1e55afd81b..fa164909b3 100644
--- a/data/jurisdictions/us/states/ri/people/david-tikoian.md
+++ b/data/jurisdictions/us/states/ri/people/david-tikoian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 22"
+represents: "us/states/ri/districts/senate/22"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 22 (RI State Senate District 22).
 
+Represents [RI State Senate District 22](/us/states/ri/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/dawn-euer.md b/data/jurisdictions/us/states/ri/people/dawn-euer.md
index dc2c6540f2..7827af4f73 100644
--- a/data/jurisdictions/us/states/ri/people/dawn-euer.md
+++ b/data/jurisdictions/us/states/ri/people/dawn-euer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 13"
+represents: "us/states/ri/districts/senate/13"
 tenure:
   start: "2017-09-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 13 (RI State Senate District 13).
 
+Represents [RI State Senate District 13](/us/states/ri/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/deb-fellela.md b/data/jurisdictions/us/states/ri/people/deb-fellela.md
index a9bda9d571..b3c381f6c0 100644
--- a/data/jurisdictions/us/states/ri/people/deb-fellela.md
+++ b/data/jurisdictions/us/states/ri/people/deb-fellela.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 43"
+represents: "us/states/ri/districts/house/43"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 43 (RI State House of Representatives District 43).
 
+Represents [RI State House of Representatives District 43](/us/states/ri/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/dick-fascia.md b/data/jurisdictions/us/states/ri/people/dick-fascia.md
index 2dafb8b6b2..0357dcfc34 100644
--- a/data/jurisdictions/us/states/ri/people/dick-fascia.md
+++ b/data/jurisdictions/us/states/ri/people/dick-fascia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 42"
+represents: "us/states/ri/districts/house/42"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 42 (RI State House of Representatives District 42).
 
+Represents [RI State House of Representatives District 42](/us/states/ri/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/doc-corvese.md b/data/jurisdictions/us/states/ri/people/doc-corvese.md
index eb2ad180aa..ec5f425991 100644
--- a/data/jurisdictions/us/states/ri/people/doc-corvese.md
+++ b/data/jurisdictions/us/states/ri/people/doc-corvese.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 55"
+represents: "us/states/ri/districts/house/55"
 tenure:
   start: "2003-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 55 (RI State House of Representatives District 55).
 
+Represents [RI State House of Representatives District 55](/us/states/ri/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/earl-read.md b/data/jurisdictions/us/states/ri/people/earl-read.md
index 08d0125fff..a7bf9d8b69 100644
--- a/data/jurisdictions/us/states/ri/people/earl-read.md
+++ b/data/jurisdictions/us/states/ri/people/earl-read.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 26"
+represents: "us/states/ri/districts/house/26"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 26 (RI State House of Representatives District 26).
 
+Represents [RI State House of Representatives District 26](/us/states/ri/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/edith-ajello.md b/data/jurisdictions/us/states/ri/people/edith-ajello.md
index a848628648..994d87942b 100644
--- a/data/jurisdictions/us/states/ri/people/edith-ajello.md
+++ b/data/jurisdictions/us/states/ri/people/edith-ajello.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 1"
+represents: "us/states/ri/districts/house/1"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 1 (RI State House of Representatives District 1).
 
+Represents [RI State House of Representatives District 1](/us/states/ri/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/elaine-morgan.md b/data/jurisdictions/us/states/ri/people/elaine-morgan.md
index a6490f6651..8d11fb74b8 100644
--- a/data/jurisdictions/us/states/ri/people/elaine-morgan.md
+++ b/data/jurisdictions/us/states/ri/people/elaine-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 34"
+represents: "us/states/ri/districts/senate/34"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 34 (RI State Senate District 34).
 
+Represents [RI State Senate District 34](/us/states/ri/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/enrique-sanchez.md b/data/jurisdictions/us/states/ri/people/enrique-sanchez.md
index 3a2fd56950..fd8cf02ec7 100644
--- a/data/jurisdictions/us/states/ri/people/enrique-sanchez.md
+++ b/data/jurisdictions/us/states/ri/people/enrique-sanchez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 9"
+represents: "us/states/ri/districts/house/9"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 9 (RI State House of Representatives District 9).
 
+Represents [RI State House of Representatives District 9](/us/states/ri/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/evan-shanley.md b/data/jurisdictions/us/states/ri/people/evan-shanley.md
index b614429f7b..839dfca656 100644
--- a/data/jurisdictions/us/states/ri/people/evan-shanley.md
+++ b/data/jurisdictions/us/states/ri/people/evan-shanley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 24"
+represents: "us/states/ri/districts/house/24"
 tenure:
   start: "2017-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 24 (RI State House of Representatives District 24).
 
+Represents [RI State House of Representatives District 24](/us/states/ri/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/frank-ciccone.md b/data/jurisdictions/us/states/ri/people/frank-ciccone.md
index ef1ad5f455..5497a63d30 100644
--- a/data/jurisdictions/us/states/ri/people/frank-ciccone.md
+++ b/data/jurisdictions/us/states/ri/people/frank-ciccone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 7"
+represents: "us/states/ri/districts/senate/7"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 7 (RI State Senate District 7).
 
+Represents [RI State Senate District 7](/us/states/ri/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/george-nardone.md b/data/jurisdictions/us/states/ri/people/george-nardone.md
index 6614251c96..88b0827adc 100644
--- a/data/jurisdictions/us/states/ri/people/george-nardone.md
+++ b/data/jurisdictions/us/states/ri/people/george-nardone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 28"
+represents: "us/states/ri/districts/house/28"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 28 (RI State House of Representatives District 28).
 
+Represents [RI State House of Representatives District 28](/us/states/ri/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/gordon-rogers.md b/data/jurisdictions/us/states/ri/people/gordon-rogers.md
index 5b2911f05f..eb670e59f1 100644
--- a/data/jurisdictions/us/states/ri/people/gordon-rogers.md
+++ b/data/jurisdictions/us/states/ri/people/gordon-rogers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 21"
+represents: "us/states/ri/districts/senate/21"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 21 (RI State Senate District 21).
 
+Represents [RI State Senate District 21](/us/states/ri/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/grace-diaz.md b/data/jurisdictions/us/states/ri/people/grace-diaz.md
index 12e662a27d..d6b87083e5 100644
--- a/data/jurisdictions/us/states/ri/people/grace-diaz.md
+++ b/data/jurisdictions/us/states/ri/people/grace-diaz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 11"
+represents: "us/states/ri/districts/house/11"
 tenure:
   start: "2005-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 11 (RI State House of Representatives District 11).
 
+Represents [RI State House of Representatives District 11](/us/states/ri/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/greg-costantino.md b/data/jurisdictions/us/states/ri/people/greg-costantino.md
index 94a56d46a0..50d0728bf6 100644
--- a/data/jurisdictions/us/states/ri/people/greg-costantino.md
+++ b/data/jurisdictions/us/states/ri/people/greg-costantino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 44"
+represents: "us/states/ri/districts/house/44"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 44 (RI State House of Representatives District 44).
 
+Represents [RI State House of Representatives District 44](/us/states/ri/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/hanna-gallo.md b/data/jurisdictions/us/states/ri/people/hanna-gallo.md
index 7681e4fc08..5bd33babb8 100644
--- a/data/jurisdictions/us/states/ri/people/hanna-gallo.md
+++ b/data/jurisdictions/us/states/ri/people/hanna-gallo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 27"
+represents: "us/states/ri/districts/senate/27"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 27 (RI State Senate District 27).
 
+Represents [RI State Senate District 27](/us/states/ri/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jackie-baginski.md b/data/jurisdictions/us/states/ri/people/jackie-baginski.md
index 89c7102540..0aac235822 100644
--- a/data/jurisdictions/us/states/ri/people/jackie-baginski.md
+++ b/data/jurisdictions/us/states/ri/people/jackie-baginski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 17"
+represents: "us/states/ri/districts/house/17"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 17 (RI State House of Representatives District 17).
 
+Represents [RI State House of Representatives District 17](/us/states/ri/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jake-bissaillon.md b/data/jurisdictions/us/states/ri/people/jake-bissaillon.md
index 6b9ffed2b2..38afbfe4ce 100644
--- a/data/jurisdictions/us/states/ri/people/jake-bissaillon.md
+++ b/data/jurisdictions/us/states/ri/people/jake-bissaillon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 1"
+represents: "us/states/ri/districts/senate/1"
 tenure:
   start: "2023-12-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 1 (RI State Senate District 1).
 
+Represents [RI State Senate District 1](/us/states/ri/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jason-knight.md b/data/jurisdictions/us/states/ri/people/jason-knight.md
index 12982f86ee..8eb2f571ac 100644
--- a/data/jurisdictions/us/states/ri/people/jason-knight.md
+++ b/data/jurisdictions/us/states/ri/people/jason-knight.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 67"
+represents: "us/states/ri/districts/house/67"
 tenure:
   start: "2017-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 67 (RI State House of Representatives District 67).
 
+Represents [RI State House of Representatives District 67](/us/states/ri/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jay-edwards.md b/data/jurisdictions/us/states/ri/people/jay-edwards.md
index a56d8e6f1a..3a8dac7a38 100644
--- a/data/jurisdictions/us/states/ri/people/jay-edwards.md
+++ b/data/jurisdictions/us/states/ri/people/jay-edwards.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 70"
+represents: "us/states/ri/districts/house/70"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 70 (RI State House of Representatives District 70).
 
+Represents [RI State House of Representatives District 70](/us/states/ri/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jenni-furtado.md b/data/jurisdictions/us/states/ri/people/jenni-furtado.md
index e525347f6b..1c21e926ac 100644
--- a/data/jurisdictions/us/states/ri/people/jenni-furtado.md
+++ b/data/jurisdictions/us/states/ri/people/jenni-furtado.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 64"
+represents: "us/states/ri/districts/house/64"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 64 (RI State House of Representatives District 64).
 
+Represents [RI State House of Representatives District 64](/us/states/ri/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jennifer-boylan.md b/data/jurisdictions/us/states/ri/people/jennifer-boylan.md
index f9ba5ee5d2..47b2520d35 100644
--- a/data/jurisdictions/us/states/ri/people/jennifer-boylan.md
+++ b/data/jurisdictions/us/states/ri/people/jennifer-boylan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 66"
+represents: "us/states/ri/districts/house/66"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 66 (RI State House of Representatives District 66).
 
+Represents [RI State House of Representatives District 66](/us/states/ri/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jennifer-stewart.md b/data/jurisdictions/us/states/ri/people/jennifer-stewart.md
index b65db0cff8..f2a7fd850c 100644
--- a/data/jurisdictions/us/states/ri/people/jennifer-stewart.md
+++ b/data/jurisdictions/us/states/ri/people/jennifer-stewart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 59"
+represents: "us/states/ri/districts/house/59"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 59 (RI State House of Representatives District 59).
 
+Represents [RI State House of Representatives District 59](/us/states/ri/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jessica-de-la-cruz.md b/data/jurisdictions/us/states/ri/people/jessica-de-la-cruz.md
index a362bffb13..750d49bcd8 100644
--- a/data/jurisdictions/us/states/ri/people/jessica-de-la-cruz.md
+++ b/data/jurisdictions/us/states/ri/people/jessica-de-la-cruz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 23"
+represents: "us/states/ri/districts/senate/23"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 23 (RI State Senate District 23).
 
+Represents [RI State Senate District 23](/us/states/ri/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/joe-shekarchi.md b/data/jurisdictions/us/states/ri/people/joe-shekarchi.md
index e9164c469f..4b4d93b657 100644
--- a/data/jurisdictions/us/states/ri/people/joe-shekarchi.md
+++ b/data/jurisdictions/us/states/ri/people/joe-shekarchi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 23"
+represents: "us/states/ri/districts/house/23"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 23 (RI State House of Representatives District 23).
 
+Represents [RI State House of Representatives District 23](/us/states/ri/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/john-burke.md b/data/jurisdictions/us/states/ri/people/john-burke.md
index 6a62a8e85b..dd99ab87b8 100644
--- a/data/jurisdictions/us/states/ri/people/john-burke.md
+++ b/data/jurisdictions/us/states/ri/people/john-burke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 9"
+represents: "us/states/ri/districts/senate/9"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 9 (RI State Senate District 9).
 
+Represents [RI State Senate District 9](/us/states/ri/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/john-lombardi.md b/data/jurisdictions/us/states/ri/people/john-lombardi.md
index ae59448808..dfd8ac6970 100644
--- a/data/jurisdictions/us/states/ri/people/john-lombardi.md
+++ b/data/jurisdictions/us/states/ri/people/john-lombardi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 8"
+represents: "us/states/ri/districts/house/8"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 8 (RI State House of Representatives District 8).
 
+Represents [RI State House of Representatives District 8](/us/states/ri/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jon-brien.md b/data/jurisdictions/us/states/ri/people/jon-brien.md
index c4262eb539..12536c4119 100644
--- a/data/jurisdictions/us/states/ri/people/jon-brien.md
+++ b/data/jurisdictions/us/states/ri/people/jon-brien.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 49"
+represents: "us/states/ri/districts/house/49"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 49 (RI State House of Representatives District 49).
 
+Represents [RI State House of Representatives District 49](/us/states/ri/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jonathon-acosta.md b/data/jurisdictions/us/states/ri/people/jonathon-acosta.md
index 62436dafee..ad8acb774f 100644
--- a/data/jurisdictions/us/states/ri/people/jonathon-acosta.md
+++ b/data/jurisdictions/us/states/ri/people/jonathon-acosta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 16"
+represents: "us/states/ri/districts/senate/16"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 16 (RI State Senate District 16).
 
+Represents [RI State Senate District 16](/us/states/ri/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/jose-batista.md b/data/jurisdictions/us/states/ri/people/jose-batista.md
index e763f443b7..6da134f155 100644
--- a/data/jurisdictions/us/states/ri/people/jose-batista.md
+++ b/data/jurisdictions/us/states/ri/people/jose-batista.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 12"
+represents: "us/states/ri/districts/house/12"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 12 (RI State House of Representatives District 12).
 
+Represents [RI State House of Representatives District 12](/us/states/ri/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/joseph-mcnamara.md b/data/jurisdictions/us/states/ri/people/joseph-mcnamara.md
index 0931b4655e..614598ba5c 100644
--- a/data/jurisdictions/us/states/ri/people/joseph-mcnamara.md
+++ b/data/jurisdictions/us/states/ri/people/joseph-mcnamara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 19"
+represents: "us/states/ri/districts/house/19"
 tenure:
   start: "2003-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 19 (RI State House of Representatives District 19).
 
+Represents [RI State House of Representatives District 19](/us/states/ri/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/joseph-solomon.md b/data/jurisdictions/us/states/ri/people/joseph-solomon.md
index 9fc24196fd..68c4ba9fd4 100644
--- a/data/jurisdictions/us/states/ri/people/joseph-solomon.md
+++ b/data/jurisdictions/us/states/ri/people/joseph-solomon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 22"
+represents: "us/states/ri/districts/house/22"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 22 (RI State House of Representatives District 22).
 
+Represents [RI State House of Representatives District 22](/us/states/ri/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/joshua-giraldo.md b/data/jurisdictions/us/states/ri/people/joshua-giraldo.md
index b9dab444a5..73b3ee1acf 100644
--- a/data/jurisdictions/us/states/ri/people/joshua-giraldo.md
+++ b/data/jurisdictions/us/states/ri/people/joshua-giraldo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 56"
+represents: "us/states/ri/districts/house/56"
 tenure:
   start: "2020-03-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 56 (RI State House of Representatives District 56).
 
+Represents [RI State House of Representatives District 56](/us/states/ri/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/julie-casimiro.md b/data/jurisdictions/us/states/ri/people/julie-casimiro.md
index d884f867dc..09b855619b 100644
--- a/data/jurisdictions/us/states/ri/people/julie-casimiro.md
+++ b/data/jurisdictions/us/states/ri/people/julie-casimiro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 31"
+represents: "us/states/ri/districts/house/31"
 tenure:
   start: "2017-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 31 (RI State House of Representatives District 31).
 
+Represents [RI State House of Representatives District 31](/us/states/ri/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/june-speakman.md b/data/jurisdictions/us/states/ri/people/june-speakman.md
index 04bd21e332..3200e1a585 100644
--- a/data/jurisdictions/us/states/ri/people/june-speakman.md
+++ b/data/jurisdictions/us/states/ri/people/june-speakman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 68"
+represents: "us/states/ri/districts/house/68"
 tenure:
   start: "2019-03-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 68 (RI State House of Representatives District 68).
 
+Represents [RI State House of Representatives District 68](/us/states/ri/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/justine-caldwell.md b/data/jurisdictions/us/states/ri/people/justine-caldwell.md
index e3b704d5bc..21e9675911 100644
--- a/data/jurisdictions/us/states/ri/people/justine-caldwell.md
+++ b/data/jurisdictions/us/states/ri/people/justine-caldwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 30"
+represents: "us/states/ri/districts/house/30"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 30 (RI State House of Representatives District 30).
 
+Represents [RI State House of Representatives District 30](/us/states/ri/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/karen-alzate.md b/data/jurisdictions/us/states/ri/people/karen-alzate.md
index 9e7572eb73..5f8847f520 100644
--- a/data/jurisdictions/us/states/ri/people/karen-alzate.md
+++ b/data/jurisdictions/us/states/ri/people/karen-alzate.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 60"
+represents: "us/states/ri/districts/house/60"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 60 (RI State House of Representatives District 60).
 
+Represents [RI State House of Representatives District 60](/us/states/ri/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/kathleen-fogarty.md b/data/jurisdictions/us/states/ri/people/kathleen-fogarty.md
index 0f2b5aa82b..125bc19838 100644
--- a/data/jurisdictions/us/states/ri/people/kathleen-fogarty.md
+++ b/data/jurisdictions/us/states/ri/people/kathleen-fogarty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 35"
+represents: "us/states/ri/districts/house/35"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 35 (RI State House of Representatives District 35).
 
+Represents [RI State House of Representatives District 35](/us/states/ri/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/katie-kazarian.md b/data/jurisdictions/us/states/ri/people/katie-kazarian.md
index 4cb09c0fef..5d3a9e0a74 100644
--- a/data/jurisdictions/us/states/ri/people/katie-kazarian.md
+++ b/data/jurisdictions/us/states/ri/people/katie-kazarian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 63"
+represents: "us/states/ri/districts/house/63"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 63 (RI State House of Representatives District 63).
 
+Represents [RI State House of Representatives District 63](/us/states/ri/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/lammis-vargas.md b/data/jurisdictions/us/states/ri/people/lammis-vargas.md
index 39c379b387..c428794ff4 100644
--- a/data/jurisdictions/us/states/ri/people/lammis-vargas.md
+++ b/data/jurisdictions/us/states/ri/people/lammis-vargas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 28"
+represents: "us/states/ri/districts/senate/28"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 28 (RI State Senate District 28).
 
+Represents [RI State Senate District 28](/us/states/ri/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/lauren-carson.md b/data/jurisdictions/us/states/ri/people/lauren-carson.md
index 7ac70ecf05..2a22cec8d7 100644
--- a/data/jurisdictions/us/states/ri/people/lauren-carson.md
+++ b/data/jurisdictions/us/states/ri/people/lauren-carson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 75"
+represents: "us/states/ri/districts/house/75"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 75 (RI State House of Representatives District 75).
 
+Represents [RI State House of Representatives District 75](/us/states/ri/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/leo-felix.md b/data/jurisdictions/us/states/ri/people/leo-felix.md
index 523b86aab6..c24daeaf91 100644
--- a/data/jurisdictions/us/states/ri/people/leo-felix.md
+++ b/data/jurisdictions/us/states/ri/people/leo-felix.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 61"
+represents: "us/states/ri/districts/house/61"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 61 (RI State House of Representatives District 61).
 
+Represents [RI State House of Representatives District 61](/us/states/ri/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/linda-ujifusa.md b/data/jurisdictions/us/states/ri/people/linda-ujifusa.md
index 9734eb9237..513a81f728 100644
--- a/data/jurisdictions/us/states/ri/people/linda-ujifusa.md
+++ b/data/jurisdictions/us/states/ri/people/linda-ujifusa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 11"
+represents: "us/states/ri/districts/senate/11"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 11 (RI State Senate District 11).
 
+Represents [RI State Senate District 11](/us/states/ri/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/lori-urso.md b/data/jurisdictions/us/states/ri/people/lori-urso.md
index 8395b8df86..84382000c6 100644
--- a/data/jurisdictions/us/states/ri/people/lori-urso.md
+++ b/data/jurisdictions/us/states/ri/people/lori-urso.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 8"
+represents: "us/states/ri/districts/senate/8"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 8 (RI State Senate District 8).
 
+Represents [RI State Senate District 8](/us/states/ri/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/lou-dipalma.md b/data/jurisdictions/us/states/ri/people/lou-dipalma.md
index 0690e4763f..34799f0aee 100644
--- a/data/jurisdictions/us/states/ri/people/lou-dipalma.md
+++ b/data/jurisdictions/us/states/ri/people/lou-dipalma.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 12"
+represents: "us/states/ri/districts/senate/12"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 12 (RI State Senate District 12).
 
+Represents [RI State Senate District 12](/us/states/ri/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/lou-raptakis.md b/data/jurisdictions/us/states/ri/people/lou-raptakis.md
index f88ff34a2f..5ac5763f88 100644
--- a/data/jurisdictions/us/states/ri/people/lou-raptakis.md
+++ b/data/jurisdictions/us/states/ri/people/lou-raptakis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 33"
+represents: "us/states/ri/districts/senate/33"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 33 (RI State Senate District 33).
 
+Represents [RI State Senate District 33](/us/states/ri/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/marie-hopkins.md b/data/jurisdictions/us/states/ri/people/marie-hopkins.md
index 1a47d5c6ac..29439148d9 100644
--- a/data/jurisdictions/us/states/ri/people/marie-hopkins.md
+++ b/data/jurisdictions/us/states/ri/people/marie-hopkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 21"
+represents: "us/states/ri/districts/house/21"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 21 (RI State House of Representatives District 21).
 
+Represents [RI State House of Representatives District 21](/us/states/ri/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/mark-mckenney.md b/data/jurisdictions/us/states/ri/people/mark-mckenney.md
index 115b8229d0..70f48be0f3 100644
--- a/data/jurisdictions/us/states/ri/people/mark-mckenney.md
+++ b/data/jurisdictions/us/states/ri/people/mark-mckenney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 30"
+represents: "us/states/ri/districts/senate/30"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 30 (RI State Senate District 30).
 
+Represents [RI State Senate District 30](/us/states/ri/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/marvin-abney.md b/data/jurisdictions/us/states/ri/people/marvin-abney.md
index 35a46eade8..74e0547bbf 100644
--- a/data/jurisdictions/us/states/ri/people/marvin-abney.md
+++ b/data/jurisdictions/us/states/ri/people/marvin-abney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 73"
+represents: "us/states/ri/districts/house/73"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 73 (RI State House of Representatives District 73).
 
+Represents [RI State House of Representatives District 73](/us/states/ri/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/mary-ann-shallcross-smith.md b/data/jurisdictions/us/states/ri/people/mary-ann-shallcross-smith.md
index 57a64e5f49..d003c74992 100644
--- a/data/jurisdictions/us/states/ri/people/mary-ann-shallcross-smith.md
+++ b/data/jurisdictions/us/states/ri/people/mary-ann-shallcross-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 46"
+represents: "us/states/ri/districts/house/46"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 46 (RI State House of Representatives District 46).
 
+Represents [RI State House of Representatives District 46](/us/states/ri/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/mary-messier.md b/data/jurisdictions/us/states/ri/people/mary-messier.md
index d0ae604dfc..5ed6af1d25 100644
--- a/data/jurisdictions/us/states/ri/people/mary-messier.md
+++ b/data/jurisdictions/us/states/ri/people/mary-messier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 62"
+represents: "us/states/ri/districts/house/62"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 62 (RI State House of Representatives District 62).
 
+Represents [RI State House of Representatives District 62](/us/states/ri/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/matt-lamountain.md b/data/jurisdictions/us/states/ri/people/matt-lamountain.md
index ae531221e2..2fa88e816a 100644
--- a/data/jurisdictions/us/states/ri/people/matt-lamountain.md
+++ b/data/jurisdictions/us/states/ri/people/matt-lamountain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 31"
+represents: "us/states/ri/districts/senate/31"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 31 (RI State Senate District 31).
 
+Represents [RI State Senate District 31](/us/states/ri/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/matthew-dawson.md b/data/jurisdictions/us/states/ri/people/matthew-dawson.md
index 22c7f4bdd9..b5e2278fba 100644
--- a/data/jurisdictions/us/states/ri/people/matthew-dawson.md
+++ b/data/jurisdictions/us/states/ri/people/matthew-dawson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 65"
+represents: "us/states/ri/districts/house/65"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 65 (RI State House of Representatives District 65).
 
+Represents [RI State House of Representatives District 65](/us/states/ri/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/megan-cotter.md b/data/jurisdictions/us/states/ri/people/megan-cotter.md
index 24e24bdc5c..69b85b0b7a 100644
--- a/data/jurisdictions/us/states/ri/people/megan-cotter.md
+++ b/data/jurisdictions/us/states/ri/people/megan-cotter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 39"
+represents: "us/states/ri/districts/house/39"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 39 (RI State House of Representatives District 39).
 
+Represents [RI State House of Representatives District 39](/us/states/ri/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/meghan-kallman.md b/data/jurisdictions/us/states/ri/people/meghan-kallman.md
index 687ef3dd63..431ec5f943 100644
--- a/data/jurisdictions/us/states/ri/people/meghan-kallman.md
+++ b/data/jurisdictions/us/states/ri/people/meghan-kallman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 15"
+represents: "us/states/ri/districts/senate/15"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 15 (RI State Senate District 15).
 
+Represents [RI State Senate District 15](/us/states/ri/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/melissa-murray.md b/data/jurisdictions/us/states/ri/people/melissa-murray.md
index 604c4b6707..6f40c74012 100644
--- a/data/jurisdictions/us/states/ri/people/melissa-murray.md
+++ b/data/jurisdictions/us/states/ri/people/melissa-murray.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 24"
+represents: "us/states/ri/districts/senate/24"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 24 (RI State Senate District 24).
 
+Represents [RI State Senate District 24](/us/states/ri/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/mia-ackerman.md b/data/jurisdictions/us/states/ri/people/mia-ackerman.md
index 7a4da66fe0..01570b0d5f 100644
--- a/data/jurisdictions/us/states/ri/people/mia-ackerman.md
+++ b/data/jurisdictions/us/states/ri/people/mia-ackerman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 45"
+represents: "us/states/ri/districts/house/45"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 45 (RI State House of Representatives District 45).
 
+Represents [RI State House of Representatives District 45](/us/states/ri/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/michelle-mcgaw.md b/data/jurisdictions/us/states/ri/people/michelle-mcgaw.md
index d4ba17569f..0d75b4ad83 100644
--- a/data/jurisdictions/us/states/ri/people/michelle-mcgaw.md
+++ b/data/jurisdictions/us/states/ri/people/michelle-mcgaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 71"
+represents: "us/states/ri/districts/house/71"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 71 (RI State House of Representatives District 71).
 
+Represents [RI State House of Representatives District 71](/us/states/ri/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/mike-chippendale.md b/data/jurisdictions/us/states/ri/people/mike-chippendale.md
index 5915e9a0e8..b95e0e6f3d 100644
--- a/data/jurisdictions/us/states/ri/people/mike-chippendale.md
+++ b/data/jurisdictions/us/states/ri/people/mike-chippendale.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 40"
+represents: "us/states/ri/districts/house/40"
 tenure:
   start: "2011-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 40 (RI State House of Representatives District 40).
 
+Represents [RI State House of Representatives District 40](/us/states/ri/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/nathan-biah.md b/data/jurisdictions/us/states/ri/people/nathan-biah.md
index f186eda6f4..6471ebfef2 100644
--- a/data/jurisdictions/us/states/ri/people/nathan-biah.md
+++ b/data/jurisdictions/us/states/ri/people/nathan-biah.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 3"
+represents: "us/states/ri/districts/house/3"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 3 (RI State House of Representatives District 3).
 
+Represents [RI State House of Representatives District 3](/us/states/ri/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/pam-lauria.md b/data/jurisdictions/us/states/ri/people/pam-lauria.md
index b496566cd1..efa12a2347 100644
--- a/data/jurisdictions/us/states/ri/people/pam-lauria.md
+++ b/data/jurisdictions/us/states/ri/people/pam-lauria.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 32"
+represents: "us/states/ri/districts/senate/32"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 32 (RI State Senate District 32).
 
+Represents [RI State Senate District 32](/us/states/ri/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/pat-serpa.md b/data/jurisdictions/us/states/ri/people/pat-serpa.md
index 022ae1900b..680a5e5ce3 100644
--- a/data/jurisdictions/us/states/ri/people/pat-serpa.md
+++ b/data/jurisdictions/us/states/ri/people/pat-serpa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 27"
+represents: "us/states/ri/districts/house/27"
 tenure:
   start: "2007-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 27 (RI State House of Representatives District 27).
 
+Represents [RI State House of Representatives District 27](/us/states/ri/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/paul-santucci.md b/data/jurisdictions/us/states/ri/people/paul-santucci.md
index f57109bc98..fa56540138 100644
--- a/data/jurisdictions/us/states/ri/people/paul-santucci.md
+++ b/data/jurisdictions/us/states/ri/people/paul-santucci.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 53"
+represents: "us/states/ri/districts/house/53"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 53 (RI State House of Representatives District 53).
 
+Represents [RI State House of Representatives District 53](/us/states/ri/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/pete-appollonio.md b/data/jurisdictions/us/states/ri/people/pete-appollonio.md
index fef7e88bf1..c175358e52 100644
--- a/data/jurisdictions/us/states/ri/people/pete-appollonio.md
+++ b/data/jurisdictions/us/states/ri/people/pete-appollonio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 29"
+represents: "us/states/ri/districts/senate/29"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 29 (RI State Senate District 29).
 
+Represents [RI State Senate District 29](/us/states/ri/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/ramon-perez.md b/data/jurisdictions/us/states/ri/people/ramon-perez.md
index 4c82b3b7e0..cbd0b9c575 100644
--- a/data/jurisdictions/us/states/ri/people/ramon-perez.md
+++ b/data/jurisdictions/us/states/ri/people/ramon-perez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 13"
+represents: "us/states/ri/districts/house/13"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 13 (RI State House of Representatives District 13).
 
+Represents [RI State House of Representatives District 13](/us/states/ri/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/raymond-hull.md b/data/jurisdictions/us/states/ri/people/raymond-hull.md
index a95cea277b..a5ac817d2e 100644
--- a/data/jurisdictions/us/states/ri/people/raymond-hull.md
+++ b/data/jurisdictions/us/states/ri/people/raymond-hull.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 6"
+represents: "us/states/ri/districts/house/6"
 tenure:
   start: "2011-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 6 (RI State House of Representatives District 6).
 
+Represents [RI State House of Representatives District 6](/us/states/ri/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/rebecca-kislak.md b/data/jurisdictions/us/states/ri/people/rebecca-kislak.md
index 9e108263a5..5b5f1c9a93 100644
--- a/data/jurisdictions/us/states/ri/people/rebecca-kislak.md
+++ b/data/jurisdictions/us/states/ri/people/rebecca-kislak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 4"
+represents: "us/states/ri/districts/house/4"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 4 (RI State House of Representatives District 4).
 
+Represents [RI State House of Representatives District 4](/us/states/ri/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/robert-craven.md b/data/jurisdictions/us/states/ri/people/robert-craven.md
index 914acb5acd..14b588a3b1 100644
--- a/data/jurisdictions/us/states/ri/people/robert-craven.md
+++ b/data/jurisdictions/us/states/ri/people/robert-craven.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 32"
+represents: "us/states/ri/districts/house/32"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 32 (RI State House of Representatives District 32).
 
+Represents [RI State House of Representatives District 32](/us/states/ri/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/ryan-pearson.md b/data/jurisdictions/us/states/ri/people/ryan-pearson.md
index fbf06da0d9..39a2269d57 100644
--- a/data/jurisdictions/us/states/ri/people/ryan-pearson.md
+++ b/data/jurisdictions/us/states/ri/people/ryan-pearson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 19"
+represents: "us/states/ri/districts/senate/19"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 19 (RI State Senate District 19).
 
+Represents [RI State Senate District 19](/us/states/ri/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/sam-azzinaro.md b/data/jurisdictions/us/states/ri/people/sam-azzinaro.md
index b660849598..5b81be6d62 100644
--- a/data/jurisdictions/us/states/ri/people/sam-azzinaro.md
+++ b/data/jurisdictions/us/states/ri/people/sam-azzinaro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 37"
+represents: "us/states/ri/districts/house/37"
 tenure:
   start: "2009-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 37 (RI State House of Representatives District 37).
 
+Represents [RI State House of Representatives District 37](/us/states/ri/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/sam-bell.md b/data/jurisdictions/us/states/ri/people/sam-bell.md
index 321cd75ba4..e5bfbb7a20 100644
--- a/data/jurisdictions/us/states/ri/people/sam-bell.md
+++ b/data/jurisdictions/us/states/ri/people/sam-bell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 5"
+represents: "us/states/ri/districts/senate/5"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 5 (RI State Senate District 5).
 
+Represents [RI State Senate District 5](/us/states/ri/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/sam-zurier.md b/data/jurisdictions/us/states/ri/people/sam-zurier.md
index 8152f2c8f4..8fcdb32277 100644
--- a/data/jurisdictions/us/states/ri/people/sam-zurier.md
+++ b/data/jurisdictions/us/states/ri/people/sam-zurier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 3"
+represents: "us/states/ri/districts/senate/3"
 tenure:
   start: "2021-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 3 (RI State Senate District 3).
 
+Represents [RI State Senate District 3](/us/states/ri/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/scott-slater.md b/data/jurisdictions/us/states/ri/people/scott-slater.md
index cd25aa9109..ba6a3874e7 100644
--- a/data/jurisdictions/us/states/ri/people/scott-slater.md
+++ b/data/jurisdictions/us/states/ri/people/scott-slater.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 10"
+represents: "us/states/ri/districts/house/10"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 10 (RI State House of Representatives District 10).
 
+Represents [RI State House of Representatives District 10](/us/states/ri/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/sherry-roberts.md b/data/jurisdictions/us/states/ri/people/sherry-roberts.md
index b082b3893e..a4f9a232f8 100644
--- a/data/jurisdictions/us/states/ri/people/sherry-roberts.md
+++ b/data/jurisdictions/us/states/ri/people/sherry-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 29"
+represents: "us/states/ri/districts/house/29"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 29 (RI State House of Representatives District 29).
 
+Represents [RI State House of Representatives District 29](/us/states/ri/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/stefano-famiglietti.md b/data/jurisdictions/us/states/ri/people/stefano-famiglietti.md
index e8651b723c..53357f6f98 100644
--- a/data/jurisdictions/us/states/ri/people/stefano-famiglietti.md
+++ b/data/jurisdictions/us/states/ri/people/stefano-famiglietti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 4"
+represents: "us/states/ri/districts/senate/4"
 tenure:
   start: "2025-08-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 4 (RI State Senate District 4).
 
+Represents [RI State Senate District 4](/us/states/ri/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/stephen-casey.md b/data/jurisdictions/us/states/ri/people/stephen-casey.md
index 4f1401d072..d8a44f3f10 100644
--- a/data/jurisdictions/us/states/ri/people/stephen-casey.md
+++ b/data/jurisdictions/us/states/ri/people/stephen-casey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 50"
+represents: "us/states/ri/districts/house/50"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 50 (RI State House of Representatives District 50).
 
+Represents [RI State House of Representatives District 50](/us/states/ri/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/sue-sosnowski.md b/data/jurisdictions/us/states/ri/people/sue-sosnowski.md
index 6d134e1d53..9fe48289b7 100644
--- a/data/jurisdictions/us/states/ri/people/sue-sosnowski.md
+++ b/data/jurisdictions/us/states/ri/people/sue-sosnowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 37"
+represents: "us/states/ri/districts/senate/37"
 tenure:
   start: "1997-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 37 (RI State Senate District 37).
 
+Represents [RI State Senate District 37](/us/states/ri/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/susan-donovan.md b/data/jurisdictions/us/states/ri/people/susan-donovan.md
index 20c940b693..661207043f 100644
--- a/data/jurisdictions/us/states/ri/people/susan-donovan.md
+++ b/data/jurisdictions/us/states/ri/people/susan-donovan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 69"
+represents: "us/states/ri/districts/house/69"
 tenure:
   start: "2017-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 69 (RI State House of Representatives District 69).
 
+Represents [RI State House of Representatives District 69](/us/states/ri/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/teresa-tanzi.md b/data/jurisdictions/us/states/ri/people/teresa-tanzi.md
index e93ed5647f..d0a2ef4ead 100644
--- a/data/jurisdictions/us/states/ri/people/teresa-tanzi.md
+++ b/data/jurisdictions/us/states/ri/people/teresa-tanzi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 34"
+represents: "us/states/ri/districts/house/34"
 tenure:
   start: "2011-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 34 (RI State House of Representatives District 34).
 
+Represents [RI State House of Representatives District 34](/us/states/ri/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/terri-cortvriend.md b/data/jurisdictions/us/states/ri/people/terri-cortvriend.md
index 2953ec144f..e132df08bf 100644
--- a/data/jurisdictions/us/states/ri/people/terri-cortvriend.md
+++ b/data/jurisdictions/us/states/ri/people/terri-cortvriend.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 72"
+represents: "us/states/ri/districts/house/72"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 72 (RI State House of Representatives District 72).
 
+Represents [RI State House of Representatives District 72](/us/states/ri/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/thomas-paolino.md b/data/jurisdictions/us/states/ri/people/thomas-paolino.md
index 13ba008e2c..83a87028b8 100644
--- a/data/jurisdictions/us/states/ri/people/thomas-paolino.md
+++ b/data/jurisdictions/us/states/ri/people/thomas-paolino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 17"
+represents: "us/states/ri/districts/senate/17"
 tenure:
   start: "2017-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 17 (RI State Senate District 17).
 
+Represents [RI State Senate District 17](/us/states/ri/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/tiara-mack.md b/data/jurisdictions/us/states/ri/people/tiara-mack.md
index d51269399b..44b976a50a 100644
--- a/data/jurisdictions/us/states/ri/people/tiara-mack.md
+++ b/data/jurisdictions/us/states/ri/people/tiara-mack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 6"
+represents: "us/states/ri/districts/senate/6"
 tenure:
   start: "2021-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 6 (RI State Senate District 6).
 
+Represents [RI State Senate District 6](/us/states/ri/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/tina-spears.md b/data/jurisdictions/us/states/ri/people/tina-spears.md
index 0275f9a135..b59e4f0087 100644
--- a/data/jurisdictions/us/states/ri/people/tina-spears.md
+++ b/data/jurisdictions/us/states/ri/people/tina-spears.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 36"
+represents: "us/states/ri/districts/house/36"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 36 (RI State House of Representatives District 36).
 
+Represents [RI State House of Representatives District 36](/us/states/ri/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/todd-patalano.md b/data/jurisdictions/us/states/ri/people/todd-patalano.md
index b182ecd31d..7cf4f6e50e 100644
--- a/data/jurisdictions/us/states/ri/people/todd-patalano.md
+++ b/data/jurisdictions/us/states/ri/people/todd-patalano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 26"
+represents: "us/states/ri/districts/senate/26"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 26 (RI State Senate District 26).
 
+Represents [RI State Senate District 26](/us/states/ri/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/tom-noret.md b/data/jurisdictions/us/states/ri/people/tom-noret.md
index a362d04644..98274952a8 100644
--- a/data/jurisdictions/us/states/ri/people/tom-noret.md
+++ b/data/jurisdictions/us/states/ri/people/tom-noret.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State House of Representatives District 25"
+represents: "us/states/ri/districts/house/25"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI House District 25 (RI State House of Representatives District 25).
 
+Represents [RI State House of Representatives District 25](/us/states/ri/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/val-lawson.md b/data/jurisdictions/us/states/ri/people/val-lawson.md
index 634e57b8d3..679e450401 100644
--- a/data/jurisdictions/us/states/ri/people/val-lawson.md
+++ b/data/jurisdictions/us/states/ri/people/val-lawson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 14"
+represents: "us/states/ri/districts/senate/14"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 14 (RI State Senate District 14).
 
+Represents [RI State Senate District 14](/us/states/ri/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/victoria-gu.md b/data/jurisdictions/us/states/ri/people/victoria-gu.md
index 479f7e1aec..0152e20c6e 100644
--- a/data/jurisdictions/us/states/ri/people/victoria-gu.md
+++ b/data/jurisdictions/us/states/ri/people/victoria-gu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 38"
+represents: "us/states/ri/districts/senate/38"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 38 (RI State Senate District 38).
 
+Represents [RI State Senate District 38](/us/states/ri/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ri/people/walter-felag.md b/data/jurisdictions/us/states/ri/people/walter-felag.md
index 6f593c5301..36ffd8c866 100644
--- a/data/jurisdictions/us/states/ri/people/walter-felag.md
+++ b/data/jurisdictions/us/states/ri/people/walter-felag.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "RI"
 district: "RI State Senate District 10"
+represents: "us/states/ri/districts/senate/10"
 tenure:
   start: "2003-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current RI Senate District 10 (RI State Senate District 10).
 
+Represents [RI State Senate District 10](/us/states/ri/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/counties/abbeville/index.md b/data/jurisdictions/us/states/sc/counties/abbeville/index.md
index 2476733f21..92fe128d75 100644
--- a/data/jurisdictions/us/states/sc/counties/abbeville/index.md
+++ b/data/jurisdictions/us/states/sc/counties/abbeville/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 526
   bachelors_plus: 4667
+districts:
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sc/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sc/districts/house/11"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 526 |
 | Bachelor's or higher | 4667 |
 
+## Districts
+
+- [SC-03](/us/states/sc/districts/03.md) — 100% (congressional)
+- [SC Senate District 4](/us/states/sc/districts/senate/4.md) — 100% (state senate)
+- [SC House District 11](/us/states/sc/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/aiken/index.md b/data/jurisdictions/us/states/sc/counties/aiken/index.md
index 65d53b5fbf..0eb10bf833 100644
--- a/data/jurisdictions/us/states/sc/counties/aiken/index.md
+++ b/data/jurisdictions/us/states/sc/counties/aiken/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 265
   hispanic: 12577
   bachelors_plus: 54367
+districts:
+  - to: "us/states/sc/districts/02"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/sc/districts/senate/24"
+    rel: in-district
+    area_weight: 0.4383
+  - to: "us/states/sc/districts/senate/40"
+    rel: in-district
+    area_weight: 0.4282
+  - to: "us/states/sc/districts/senate/25"
+    rel: in-district
+    area_weight: 0.1331
+  - to: "us/states/sc/districts/house/86"
+    rel: in-district
+    area_weight: 0.6915
+  - to: "us/states/sc/districts/house/84"
+    rel: in-district
+    area_weight: 0.1717
+  - to: "us/states/sc/districts/house/81"
+    rel: in-district
+    area_weight: 0.0654
+  - to: "us/states/sc/districts/house/82"
+    rel: in-district
+    area_weight: 0.0499
+  - to: "us/states/sc/districts/house/83"
+    rel: in-district
+    area_weight: 0.0212
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12577 |
 | Bachelor's or higher | 54367 |
 
+## Districts
+
+- [SC-02](/us/states/sc/districts/02.md) — 100% (congressional)
+- [SC Senate District 24](/us/states/sc/districts/senate/24.md) — 44% (state senate)
+- [SC Senate District 40](/us/states/sc/districts/senate/40.md) — 43% (state senate)
+- [SC Senate District 25](/us/states/sc/districts/senate/25.md) — 13% (state senate)
+- [SC House District 86](/us/states/sc/districts/house/86.md) — 69% (state house)
+- [SC House District 84](/us/states/sc/districts/house/84.md) — 17% (state house)
+- [SC House District 81](/us/states/sc/districts/house/81.md) — 7% (state house)
+- [SC House District 82](/us/states/sc/districts/house/82.md) — 5% (state house)
+- [SC House District 83](/us/states/sc/districts/house/83.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/allendale/index.md b/data/jurisdictions/us/states/sc/counties/allendale/index.md
index 6972ea43b4..a894962cbe 100644
--- a/data/jurisdictions/us/states/sc/counties/allendale/index.md
+++ b/data/jurisdictions/us/states/sc/counties/allendale/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 72
   hispanic: 585
   bachelors_plus: 1250
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.9929
+  - to: "us/states/ga/districts/12"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/sc/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/sc/districts/house/91"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 585 |
 | Bachelor's or higher | 1250 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 99% (congressional)
+- [GA-12](/us/states/ga/districts/12.md) — 1% (congressional)
+- [SC Senate District 40](/us/states/sc/districts/senate/40.md) — 100% (state senate)
+- [SC House District 91](/us/states/sc/districts/house/91.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/anderson/index.md b/data/jurisdictions/us/states/sc/counties/anderson/index.md
index a626902a88..479d36192a 100644
--- a/data/jurisdictions/us/states/sc/counties/anderson/index.md
+++ b/data/jurisdictions/us/states/sc/counties/anderson/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 1367
   hispanic: 10853
   bachelors_plus: 52481
+districts:
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/sc/districts/senate/4"
+    rel: in-district
+    area_weight: 0.5324
+  - to: "us/states/sc/districts/senate/3"
+    rel: in-district
+    area_weight: 0.4672
+  - to: "us/states/sc/districts/house/7"
+    rel: in-district
+    area_weight: 0.3169
+  - to: "us/states/sc/districts/house/6"
+    rel: in-district
+    area_weight: 0.2043
+  - to: "us/states/sc/districts/house/8"
+    rel: in-district
+    area_weight: 0.1829
+  - to: "us/states/sc/districts/house/11"
+    rel: in-district
+    area_weight: 0.165
+  - to: "us/states/sc/districts/house/9"
+    rel: in-district
+    area_weight: 0.068
+  - to: "us/states/sc/districts/house/10"
+    rel: in-district
+    area_weight: 0.0627
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10853 |
 | Bachelor's or higher | 52481 |
 
+## Districts
+
+- [SC-03](/us/states/sc/districts/03.md) — 100% (congressional)
+- [SC Senate District 4](/us/states/sc/districts/senate/4.md) — 53% (state senate)
+- [SC Senate District 3](/us/states/sc/districts/senate/3.md) — 47% (state senate)
+- [SC House District 7](/us/states/sc/districts/house/7.md) — 32% (state house)
+- [SC House District 6](/us/states/sc/districts/house/6.md) — 20% (state house)
+- [SC House District 8](/us/states/sc/districts/house/8.md) — 18% (state house)
+- [SC House District 11](/us/states/sc/districts/house/11.md) — 16% (state house)
+- [SC House District 9](/us/states/sc/districts/house/9.md) — 7% (state house)
+- [SC House District 10](/us/states/sc/districts/house/10.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/bamberg/index.md b/data/jurisdictions/us/states/sc/counties/bamberg/index.md
index 71a078cae9..46815d6735 100644
--- a/data/jurisdictions/us/states/sc/counties/bamberg/index.md
+++ b/data/jurisdictions/us/states/sc/counties/bamberg/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 41
   hispanic: 183
   bachelors_plus: 2280
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/sc/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sc/districts/house/90"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 183 |
 | Bachelor's or higher | 2280 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 100% (congressional)
+- [SC Senate District 40](/us/states/sc/districts/senate/40.md) — 100% (state senate)
+- [SC House District 90](/us/states/sc/districts/house/90.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/barnwell/index.md b/data/jurisdictions/us/states/sc/counties/barnwell/index.md
index 5c27c60b58..a4a89e61e3 100644
--- a/data/jurisdictions/us/states/sc/counties/barnwell/index.md
+++ b/data/jurisdictions/us/states/sc/counties/barnwell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 595
   bachelors_plus: 2710
+districts:
+  - to: "us/states/sc/districts/02"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/sc/districts/senate/40"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/sc/districts/house/91"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 595 |
 | Bachelor's or higher | 2710 |
 
+## Districts
+
+- [SC-02](/us/states/sc/districts/02.md) — 100% (congressional)
+- [SC Senate District 40](/us/states/sc/districts/senate/40.md) — 100% (state senate)
+- [SC House District 91](/us/states/sc/districts/house/91.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/beaufort/index.md b/data/jurisdictions/us/states/sc/counties/beaufort/index.md
index 7b784e9b52..1ebdccbd40 100644
--- a/data/jurisdictions/us/states/sc/counties/beaufort/index.md
+++ b/data/jurisdictions/us/states/sc/counties/beaufort/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 501
   hispanic: 24168
   bachelors_plus: 92777
+districts:
+  - to: "us/states/sc/districts/01"
+    rel: in-district
+    area_weight: 0.7601
+  - to: "us/states/sc/districts/senate/43"
+    rel: in-district
+    area_weight: 0.2974
+  - to: "us/states/sc/districts/senate/46"
+    rel: in-district
+    area_weight: 0.2341
+  - to: "us/states/sc/districts/senate/45"
+    rel: in-district
+    area_weight: 0.2338
+  - to: "us/states/sc/districts/house/121"
+    rel: in-district
+    area_weight: 0.3386
+  - to: "us/states/sc/districts/house/120"
+    rel: in-district
+    area_weight: 0.184
+  - to: "us/states/sc/districts/house/124"
+    rel: in-district
+    area_weight: 0.1255
+  - to: "us/states/sc/districts/house/123"
+    rel: in-district
+    area_weight: 0.0662
+  - to: "us/states/sc/districts/house/118"
+    rel: in-district
+    area_weight: 0.0491
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 24168 |
 | Bachelor's or higher | 92777 |
 
+## Districts
+
+- [SC-01](/us/states/sc/districts/01.md) — 76% (congressional)
+- [SC Senate District 43](/us/states/sc/districts/senate/43.md) — 30% (state senate)
+- [SC Senate District 46](/us/states/sc/districts/senate/46.md) — 23% (state senate)
+- [SC Senate District 45](/us/states/sc/districts/senate/45.md) — 23% (state senate)
+- [SC House District 121](/us/states/sc/districts/house/121.md) — 34% (state house)
+- [SC House District 120](/us/states/sc/districts/house/120.md) — 18% (state house)
+- [SC House District 124](/us/states/sc/districts/house/124.md) — 13% (state house)
+- [SC House District 123](/us/states/sc/districts/house/123.md) — 7% (state house)
+- [SC House District 118](/us/states/sc/districts/house/118.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/berkeley/index.md b/data/jurisdictions/us/states/sc/counties/berkeley/index.md
index 875514c4d3..f108a64c10 100644
--- a/data/jurisdictions/us/states/sc/counties/berkeley/index.md
+++ b/data/jurisdictions/us/states/sc/counties/berkeley/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 1205
   hispanic: 22587
   bachelors_plus: 68941
+districts:
+  - to: "us/states/sc/districts/01"
+    rel: in-district
+    area_weight: 0.9963
+  - to: "us/states/sc/districts/senate/37"
+    rel: in-district
+    area_weight: 0.5723
+  - to: "us/states/sc/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2536
+  - to: "us/states/sc/districts/senate/39"
+    rel: in-district
+    area_weight: 0.1387
+  - to: "us/states/sc/districts/senate/44"
+    rel: in-district
+    area_weight: 0.0354
+  - to: "us/states/sc/districts/house/103"
+    rel: in-district
+    area_weight: 0.3106
+  - to: "us/states/sc/districts/house/102"
+    rel: in-district
+    area_weight: 0.3075
+  - to: "us/states/sc/districts/house/100"
+    rel: in-district
+    area_weight: 0.1625
+  - to: "us/states/sc/districts/house/101"
+    rel: in-district
+    area_weight: 0.1287
+  - to: "us/states/sc/districts/house/99"
+    rel: in-district
+    area_weight: 0.045
+  - to: "us/states/sc/districts/house/117"
+    rel: in-district
+    area_weight: 0.0276
+  - to: "us/states/sc/districts/house/92"
+    rel: in-district
+    area_weight: 0.0128
+  - to: "us/states/sc/districts/house/15"
+    rel: in-district
+    area_weight: 0.0051
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 22587 |
 | Bachelor's or higher | 68941 |
 
+## Districts
+
+- [SC-01](/us/states/sc/districts/01.md) — 100% (congressional)
+- [SC Senate District 37](/us/states/sc/districts/senate/37.md) — 57% (state senate)
+- [SC Senate District 32](/us/states/sc/districts/senate/32.md) — 25% (state senate)
+- [SC Senate District 39](/us/states/sc/districts/senate/39.md) — 14% (state senate)
+- [SC Senate District 44](/us/states/sc/districts/senate/44.md) — 4% (state senate)
+- [SC House District 103](/us/states/sc/districts/house/103.md) — 31% (state house)
+- [SC House District 102](/us/states/sc/districts/house/102.md) — 31% (state house)
+- [SC House District 100](/us/states/sc/districts/house/100.md) — 16% (state house)
+- [SC House District 101](/us/states/sc/districts/house/101.md) — 13% (state house)
+- [SC House District 99](/us/states/sc/districts/house/99.md) — 4% (state house)
+- [SC House District 117](/us/states/sc/districts/house/117.md) — 3% (state house)
+- [SC House District 92](/us/states/sc/districts/house/92.md) — 1% (state house)
+- [SC House District 15](/us/states/sc/districts/house/15.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/calhoun/index.md b/data/jurisdictions/us/states/sc/counties/calhoun/index.md
index 5bf072ae39..e0b2cf0bad 100644
--- a/data/jurisdictions/us/states/sc/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/sc/counties/calhoun/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 557
   bachelors_plus: 3453
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.9959
+  - to: "us/states/sc/districts/senate/26"
+    rel: in-district
+    area_weight: 0.5019
+  - to: "us/states/sc/districts/senate/36"
+    rel: in-district
+    area_weight: 0.4977
+  - to: "us/states/sc/districts/house/93"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 557 |
 | Bachelor's or higher | 3453 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 100% (congressional)
+- [SC Senate District 26](/us/states/sc/districts/senate/26.md) — 50% (state senate)
+- [SC Senate District 36](/us/states/sc/districts/senate/36.md) — 50% (state senate)
+- [SC House District 93](/us/states/sc/districts/house/93.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/charleston/index.md b/data/jurisdictions/us/states/sc/counties/charleston/index.md
index 410dfcfe77..4d278fc61e 100644
--- a/data/jurisdictions/us/states/sc/counties/charleston/index.md
+++ b/data/jurisdictions/us/states/sc/counties/charleston/index.md
@@ -22,9 +22,78 @@ demographics:
   race_native: 1909
   hispanic: 30143
   bachelors_plus: 213030
+districts:
+  - to: "us/states/sc/districts/01"
+    rel: in-district
+    area_weight: 0.4967
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.2493
+  - to: "us/states/sc/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1943
+  - to: "us/states/sc/districts/senate/45"
+    rel: in-district
+    area_weight: 0.1833
+  - to: "us/states/sc/districts/senate/43"
+    rel: in-district
+    area_weight: 0.1591
+  - to: "us/states/sc/districts/senate/41"
+    rel: in-district
+    area_weight: 0.0979
+  - to: "us/states/sc/districts/senate/42"
+    rel: in-district
+    area_weight: 0.0444
+  - to: "us/states/sc/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0366
+  - to: "us/states/sc/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0172
+  - to: "us/states/sc/districts/senate/44"
+    rel: in-district
+    area_weight: 0.0125
+  - to: "us/states/sc/districts/house/116"
+    rel: in-district
+    area_weight: 0.2681
+  - to: "us/states/sc/districts/house/108"
+    rel: in-district
+    area_weight: 0.1745
+  - to: "us/states/sc/districts/house/112"
+    rel: in-district
+    area_weight: 0.0849
+  - to: "us/states/sc/districts/house/115"
+    rel: in-district
+    area_weight: 0.0808
+  - to: "us/states/sc/districts/house/119"
+    rel: in-district
+    area_weight: 0.0261
+  - to: "us/states/sc/districts/house/113"
+    rel: in-district
+    area_weight: 0.0242
+  - to: "us/states/sc/districts/house/114"
+    rel: in-district
+    area_weight: 0.0219
+  - to: "us/states/sc/districts/house/80"
+    rel: in-district
+    area_weight: 0.0213
+  - to: "us/states/sc/districts/house/110"
+    rel: in-district
+    area_weight: 0.0155
+  - to: "us/states/sc/districts/house/111"
+    rel: in-district
+    area_weight: 0.0129
+  - to: "us/states/sc/districts/house/109"
+    rel: in-district
+    area_weight: 0.0106
+  - to: "us/states/sc/districts/house/15"
+    rel: in-district
+    area_weight: 0.007
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +125,32 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 30143 |
 | Bachelor's or higher | 213030 |
 
+## Districts
+
+- [SC-01](/us/states/sc/districts/01.md) — 50% (congressional)
+- [SC-06](/us/states/sc/districts/06.md) — 25% (congressional)
+- [SC Senate District 32](/us/states/sc/districts/senate/32.md) — 19% (state senate)
+- [SC Senate District 45](/us/states/sc/districts/senate/45.md) — 18% (state senate)
+- [SC Senate District 43](/us/states/sc/districts/senate/43.md) — 16% (state senate)
+- [SC Senate District 41](/us/states/sc/districts/senate/41.md) — 10% (state senate)
+- [SC Senate District 42](/us/states/sc/districts/senate/42.md) — 4% (state senate)
+- [SC Senate District 20](/us/states/sc/districts/senate/20.md) — 4% (state senate)
+- [SC Senate District 37](/us/states/sc/districts/senate/37.md) — 2% (state senate)
+- [SC Senate District 44](/us/states/sc/districts/senate/44.md) — 1% (state senate)
+- [SC House District 116](/us/states/sc/districts/house/116.md) — 27% (state house)
+- [SC House District 108](/us/states/sc/districts/house/108.md) — 17% (state house)
+- [SC House District 112](/us/states/sc/districts/house/112.md) — 8% (state house)
+- [SC House District 115](/us/states/sc/districts/house/115.md) — 8% (state house)
+- [SC House District 119](/us/states/sc/districts/house/119.md) — 3% (state house)
+- [SC House District 113](/us/states/sc/districts/house/113.md) — 2% (state house)
+- [SC House District 114](/us/states/sc/districts/house/114.md) — 2% (state house)
+- [SC House District 80](/us/states/sc/districts/house/80.md) — 2% (state house)
+- [SC House District 110](/us/states/sc/districts/house/110.md) — 2% (state house)
+- [SC House District 111](/us/states/sc/districts/house/111.md) — 1% (state house)
+- [SC House District 109](/us/states/sc/districts/house/109.md) — 1% (state house)
+- [SC House District 15](/us/states/sc/districts/house/15.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/cherokee/index.md b/data/jurisdictions/us/states/sc/counties/cherokee/index.md
index 5ee02bf503..6a7d6f7ef5 100644
--- a/data/jurisdictions/us/states/sc/counties/cherokee/index.md
+++ b/data/jurisdictions/us/states/sc/counties/cherokee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 141
   hispanic: 3137
   bachelors_plus: 9885
+districts:
+  - to: "us/states/sc/districts/05"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/sc/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/sc/districts/house/29"
+    rel: in-district
+    area_weight: 0.5016
+  - to: "us/states/sc/districts/house/30"
+    rel: in-district
+    area_weight: 0.4978
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3137 |
 | Bachelor's or higher | 9885 |
 
+## Districts
+
+- [SC-05](/us/states/sc/districts/05.md) — 100% (congressional)
+- [SC Senate District 14](/us/states/sc/districts/senate/14.md) — 100% (state senate)
+- [SC House District 29](/us/states/sc/districts/house/29.md) — 50% (state house)
+- [SC House District 30](/us/states/sc/districts/house/30.md) — 50% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/chester/index.md b/data/jurisdictions/us/states/sc/counties/chester/index.md
index 79e9970fc5..de652a08f1 100644
--- a/data/jurisdictions/us/states/sc/counties/chester/index.md
+++ b/data/jurisdictions/us/states/sc/counties/chester/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 49
   hispanic: 974
   bachelors_plus: 4357
+districts:
+  - to: "us/states/sc/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sc/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sc/districts/house/43"
+    rel: in-district
+    area_weight: 0.731
+  - to: "us/states/sc/districts/house/41"
+    rel: in-district
+    area_weight: 0.2689
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 974 |
 | Bachelor's or higher | 4357 |
 
+## Districts
+
+- [SC-05](/us/states/sc/districts/05.md) — 100% (congressional)
+- [SC Senate District 17](/us/states/sc/districts/senate/17.md) — 100% (state senate)
+- [SC House District 43](/us/states/sc/districts/house/43.md) — 73% (state house)
+- [SC House District 41](/us/states/sc/districts/house/41.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/chesterfield/index.md b/data/jurisdictions/us/states/sc/counties/chesterfield/index.md
index 39c666fd26..918dd9b00f 100644
--- a/data/jurisdictions/us/states/sc/counties/chesterfield/index.md
+++ b/data/jurisdictions/us/states/sc/counties/chesterfield/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 287
   hispanic: 2572
   bachelors_plus: 6047
+districts:
+  - to: "us/states/sc/districts/07"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/sc/districts/senate/27"
+    rel: in-district
+    area_weight: 0.8455
+  - to: "us/states/sc/districts/senate/29"
+    rel: in-district
+    area_weight: 0.1544
+  - to: "us/states/sc/districts/house/53"
+    rel: in-district
+    area_weight: 0.6515
+  - to: "us/states/sc/districts/house/65"
+    rel: in-district
+    area_weight: 0.1941
+  - to: "us/states/sc/districts/house/54"
+    rel: in-district
+    area_weight: 0.1544
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 2572 |
 | Bachelor's or higher | 6047 |
 
+## Districts
+
+- [SC-07](/us/states/sc/districts/07.md) — 100% (congressional)
+- [SC Senate District 27](/us/states/sc/districts/senate/27.md) — 85% (state senate)
+- [SC Senate District 29](/us/states/sc/districts/senate/29.md) — 15% (state senate)
+- [SC House District 53](/us/states/sc/districts/house/53.md) — 65% (state house)
+- [SC House District 65](/us/states/sc/districts/house/65.md) — 19% (state house)
+- [SC House District 54](/us/states/sc/districts/house/54.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/clarendon/index.md b/data/jurisdictions/us/states/sc/counties/clarendon/index.md
index 9cc70aee51..99c9029061 100644
--- a/data/jurisdictions/us/states/sc/counties/clarendon/index.md
+++ b/data/jurisdictions/us/states/sc/counties/clarendon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 121
   hispanic: 1005
   bachelors_plus: 5524
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/sc/districts/senate/36"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/sc/districts/house/64"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1005 |
 | Bachelor's or higher | 5524 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 100% (congressional)
+- [SC Senate District 36](/us/states/sc/districts/senate/36.md) — 100% (state senate)
+- [SC House District 64](/us/states/sc/districts/house/64.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/colleton/index.md b/data/jurisdictions/us/states/sc/counties/colleton/index.md
index 8d96ea5e72..c5cd90c7ff 100644
--- a/data/jurisdictions/us/states/sc/counties/colleton/index.md
+++ b/data/jurisdictions/us/states/sc/counties/colleton/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 126
   hispanic: 1767
   bachelors_plus: 6303
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.7718
+  - to: "us/states/sc/districts/01"
+    rel: in-district
+    area_weight: 0.1776
+  - to: "us/states/sc/districts/senate/45"
+    rel: in-district
+    area_weight: 0.4433
+  - to: "us/states/sc/districts/senate/41"
+    rel: in-district
+    area_weight: 0.2136
+  - to: "us/states/sc/districts/senate/40"
+    rel: in-district
+    area_weight: 0.2009
+  - to: "us/states/sc/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0916
+  - to: "us/states/sc/districts/house/121"
+    rel: in-district
+    area_weight: 0.3699
+  - to: "us/states/sc/districts/house/97"
+    rel: in-district
+    area_weight: 0.3105
+  - to: "us/states/sc/districts/house/122"
+    rel: in-district
+    area_weight: 0.1432
+  - to: "us/states/sc/districts/house/90"
+    rel: in-district
+    area_weight: 0.1199
+  - to: "us/states/sc/districts/house/116"
+    rel: in-district
+    area_weight: 0.006
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 1767 |
 | Bachelor's or higher | 6303 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 77% (congressional)
+- [SC-01](/us/states/sc/districts/01.md) — 18% (congressional)
+- [SC Senate District 45](/us/states/sc/districts/senate/45.md) — 44% (state senate)
+- [SC Senate District 41](/us/states/sc/districts/senate/41.md) — 21% (state senate)
+- [SC Senate District 40](/us/states/sc/districts/senate/40.md) — 20% (state senate)
+- [SC Senate District 43](/us/states/sc/districts/senate/43.md) — 9% (state senate)
+- [SC House District 121](/us/states/sc/districts/house/121.md) — 37% (state house)
+- [SC House District 97](/us/states/sc/districts/house/97.md) — 31% (state house)
+- [SC House District 122](/us/states/sc/districts/house/122.md) — 14% (state house)
+- [SC House District 90](/us/states/sc/districts/house/90.md) — 12% (state house)
+- [SC House District 116](/us/states/sc/districts/house/116.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/darlington/index.md b/data/jurisdictions/us/states/sc/counties/darlington/index.md
index 2289397e28..88b111bd8d 100644
--- a/data/jurisdictions/us/states/sc/counties/darlington/index.md
+++ b/data/jurisdictions/us/states/sc/counties/darlington/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 184
   hispanic: 1552
   bachelors_plus: 12052
+districts:
+  - to: "us/states/sc/districts/07"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/sc/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9751
+  - to: "us/states/sc/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0247
+  - to: "us/states/sc/districts/house/62"
+    rel: in-district
+    area_weight: 0.4302
+  - to: "us/states/sc/districts/house/54"
+    rel: in-district
+    area_weight: 0.237
+  - to: "us/states/sc/districts/house/65"
+    rel: in-district
+    area_weight: 0.1994
+  - to: "us/states/sc/districts/house/53"
+    rel: in-district
+    area_weight: 0.1332
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 1552 |
 | Bachelor's or higher | 12052 |
 
+## Districts
+
+- [SC-07](/us/states/sc/districts/07.md) — 100% (congressional)
+- [SC Senate District 29](/us/states/sc/districts/senate/29.md) — 98% (state senate)
+- [SC Senate District 30](/us/states/sc/districts/senate/30.md) — 2% (state senate)
+- [SC House District 62](/us/states/sc/districts/house/62.md) — 43% (state house)
+- [SC House District 54](/us/states/sc/districts/house/54.md) — 24% (state house)
+- [SC House District 65](/us/states/sc/districts/house/65.md) — 20% (state house)
+- [SC House District 53](/us/states/sc/districts/house/53.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/dillon/index.md b/data/jurisdictions/us/states/sc/counties/dillon/index.md
index 9c89da70a0..e94fd5917b 100644
--- a/data/jurisdictions/us/states/sc/counties/dillon/index.md
+++ b/data/jurisdictions/us/states/sc/counties/dillon/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 619
   hispanic: 979
   bachelors_plus: 3572
+districts:
+  - to: "us/states/sc/districts/07"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/sc/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/sc/districts/house/55"
+    rel: in-district
+    area_weight: 0.8568
+  - to: "us/states/sc/districts/house/54"
+    rel: in-district
+    area_weight: 0.1423
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 979 |
 | Bachelor's or higher | 3572 |
 
+## Districts
+
+- [SC-07](/us/states/sc/districts/07.md) — 100% (congressional)
+- [SC Senate District 30](/us/states/sc/districts/senate/30.md) — 100% (state senate)
+- [SC House District 55](/us/states/sc/districts/house/55.md) — 86% (state house)
+- [SC House District 54](/us/states/sc/districts/house/54.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/dorchester/index.md b/data/jurisdictions/us/states/sc/counties/dorchester/index.md
index 3eae9add51..0e50770c14 100644
--- a/data/jurisdictions/us/states/sc/counties/dorchester/index.md
+++ b/data/jurisdictions/us/states/sc/counties/dorchester/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 429
   hispanic: 12058
   bachelors_plus: 47029
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.8128
+  - to: "us/states/sc/districts/01"
+    rel: in-district
+    area_weight: 0.1872
+  - to: "us/states/sc/districts/senate/39"
+    rel: in-district
+    area_weight: 0.5372
+  - to: "us/states/sc/districts/senate/41"
+    rel: in-district
+    area_weight: 0.33
+  - to: "us/states/sc/districts/senate/38"
+    rel: in-district
+    area_weight: 0.1279
+  - to: "us/states/sc/districts/house/97"
+    rel: in-district
+    area_weight: 0.3398
+  - to: "us/states/sc/districts/house/102"
+    rel: in-district
+    area_weight: 0.1675
+  - to: "us/states/sc/districts/house/95"
+    rel: in-district
+    area_weight: 0.1609
+  - to: "us/states/sc/districts/house/90"
+    rel: in-district
+    area_weight: 0.1408
+  - to: "us/states/sc/districts/house/114"
+    rel: in-district
+    area_weight: 0.1313
+  - to: "us/states/sc/districts/house/94"
+    rel: in-district
+    area_weight: 0.0264
+  - to: "us/states/sc/districts/house/98"
+    rel: in-district
+    area_weight: 0.0234
+  - to: "us/states/sc/districts/house/109"
+    rel: in-district
+    area_weight: 0.0097
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12058 |
 | Bachelor's or higher | 47029 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 81% (congressional)
+- [SC-01](/us/states/sc/districts/01.md) — 19% (congressional)
+- [SC Senate District 39](/us/states/sc/districts/senate/39.md) — 54% (state senate)
+- [SC Senate District 41](/us/states/sc/districts/senate/41.md) — 33% (state senate)
+- [SC Senate District 38](/us/states/sc/districts/senate/38.md) — 13% (state senate)
+- [SC House District 97](/us/states/sc/districts/house/97.md) — 34% (state house)
+- [SC House District 102](/us/states/sc/districts/house/102.md) — 17% (state house)
+- [SC House District 95](/us/states/sc/districts/house/95.md) — 16% (state house)
+- [SC House District 90](/us/states/sc/districts/house/90.md) — 14% (state house)
+- [SC House District 114](/us/states/sc/districts/house/114.md) — 13% (state house)
+- [SC House District 94](/us/states/sc/districts/house/94.md) — 3% (state house)
+- [SC House District 98](/us/states/sc/districts/house/98.md) — 2% (state house)
+- [SC House District 109](/us/states/sc/districts/house/109.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/edgefield/index.md b/data/jurisdictions/us/states/sc/counties/edgefield/index.md
index 5d854130bb..745bfae458 100644
--- a/data/jurisdictions/us/states/sc/counties/edgefield/index.md
+++ b/data/jurisdictions/us/states/sc/counties/edgefield/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 35
   hispanic: 1976
   bachelors_plus: 6362
+districts:
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sc/districts/senate/25"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sc/districts/house/82"
+    rel: in-district
+    area_weight: 0.6629
+  - to: "us/states/sc/districts/house/83"
+    rel: in-district
+    area_weight: 0.3368
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1976 |
 | Bachelor's or higher | 6362 |
 
+## Districts
+
+- [SC-03](/us/states/sc/districts/03.md) — 100% (congressional)
+- [SC Senate District 25](/us/states/sc/districts/senate/25.md) — 100% (state senate)
+- [SC House District 82](/us/states/sc/districts/house/82.md) — 66% (state house)
+- [SC House District 83](/us/states/sc/districts/house/83.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/fairfield/index.md b/data/jurisdictions/us/states/sc/counties/fairfield/index.md
index b6a6ee7d63..ba5372c521 100644
--- a/data/jurisdictions/us/states/sc/counties/fairfield/index.md
+++ b/data/jurisdictions/us/states/sc/counties/fairfield/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 516
   bachelors_plus: 3132
+districts:
+  - to: "us/states/sc/districts/05"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/sc/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sc/districts/house/41"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 516 |
 | Bachelor's or higher | 3132 |
 
+## Districts
+
+- [SC-05](/us/states/sc/districts/05.md) — 100% (congressional)
+- [SC Senate District 17](/us/states/sc/districts/senate/17.md) — 100% (state senate)
+- [SC House District 41](/us/states/sc/districts/house/41.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/florence/index.md b/data/jurisdictions/us/states/sc/counties/florence/index.md
index 126cb0b739..4527483250 100644
--- a/data/jurisdictions/us/states/sc/counties/florence/index.md
+++ b/data/jurisdictions/us/states/sc/counties/florence/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 214
   hispanic: 4591
   bachelors_plus: 31830
+districts:
+  - to: "us/states/sc/districts/07"
+    rel: in-district
+    area_weight: 0.9059
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.0938
+  - to: "us/states/sc/districts/senate/31"
+    rel: in-district
+    area_weight: 0.8518
+  - to: "us/states/sc/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1043
+  - to: "us/states/sc/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0438
+  - to: "us/states/sc/districts/house/60"
+    rel: in-district
+    area_weight: 0.5604
+  - to: "us/states/sc/districts/house/59"
+    rel: in-district
+    area_weight: 0.2098
+  - to: "us/states/sc/districts/house/55"
+    rel: in-district
+    area_weight: 0.0678
+  - to: "us/states/sc/districts/house/62"
+    rel: in-district
+    area_weight: 0.0678
+  - to: "us/states/sc/districts/house/101"
+    rel: in-district
+    area_weight: 0.0611
+  - to: "us/states/sc/districts/house/63"
+    rel: in-district
+    area_weight: 0.0328
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4591 |
 | Bachelor's or higher | 31830 |
 
+## Districts
+
+- [SC-07](/us/states/sc/districts/07.md) — 91% (congressional)
+- [SC-06](/us/states/sc/districts/06.md) — 9% (congressional)
+- [SC Senate District 31](/us/states/sc/districts/senate/31.md) — 85% (state senate)
+- [SC Senate District 30](/us/states/sc/districts/senate/30.md) — 10% (state senate)
+- [SC Senate District 32](/us/states/sc/districts/senate/32.md) — 4% (state senate)
+- [SC House District 60](/us/states/sc/districts/house/60.md) — 56% (state house)
+- [SC House District 59](/us/states/sc/districts/house/59.md) — 21% (state house)
+- [SC House District 55](/us/states/sc/districts/house/55.md) — 7% (state house)
+- [SC House District 62](/us/states/sc/districts/house/62.md) — 7% (state house)
+- [SC House District 101](/us/states/sc/districts/house/101.md) — 6% (state house)
+- [SC House District 63](/us/states/sc/districts/house/63.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/georgetown/index.md b/data/jurisdictions/us/states/sc/counties/georgetown/index.md
index 321cf03d89..8a0bc66c46 100644
--- a/data/jurisdictions/us/states/sc/counties/georgetown/index.md
+++ b/data/jurisdictions/us/states/sc/counties/georgetown/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 90
   hispanic: 2353
   bachelors_plus: 21784
+districts:
+  - to: "us/states/sc/districts/07"
+    rel: in-district
+    area_weight: 0.847
+  - to: "us/states/sc/districts/senate/32"
+    rel: in-district
+    area_weight: 0.7113
+  - to: "us/states/sc/districts/senate/34"
+    rel: in-district
+    area_weight: 0.137
+  - to: "us/states/sc/districts/house/103"
+    rel: in-district
+    area_weight: 0.5735
+  - to: "us/states/sc/districts/house/108"
+    rel: in-district
+    area_weight: 0.2749
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2353 |
 | Bachelor's or higher | 21784 |
 
+## Districts
+
+- [SC-07](/us/states/sc/districts/07.md) — 85% (congressional)
+- [SC Senate District 32](/us/states/sc/districts/senate/32.md) — 71% (state senate)
+- [SC Senate District 34](/us/states/sc/districts/senate/34.md) — 14% (state senate)
+- [SC House District 103](/us/states/sc/districts/house/103.md) — 57% (state house)
+- [SC House District 108](/us/states/sc/districts/house/108.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/greenville/index.md b/data/jurisdictions/us/states/sc/counties/greenville/index.md
index 43d23ea8de..0de764ac7a 100644
--- a/data/jurisdictions/us/states/sc/counties/greenville/index.md
+++ b/data/jurisdictions/us/states/sc/counties/greenville/index.md
@@ -22,9 +22,87 @@ demographics:
   race_native: 3377
   hispanic: 63570
   bachelors_plus: 212477
+districts:
+  - to: "us/states/sc/districts/04"
+    rel: in-district
+    area_weight: 0.7493
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 0.2493
+  - to: "us/states/sc/districts/senate/5"
+    rel: in-district
+    area_weight: 0.4463
+  - to: "us/states/sc/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1904
+  - to: "us/states/sc/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1162
+  - to: "us/states/sc/districts/senate/6"
+    rel: in-district
+    area_weight: 0.1023
+  - to: "us/states/sc/districts/senate/8"
+    rel: in-district
+    area_weight: 0.088
+  - to: "us/states/sc/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0234
+  - to: "us/states/sc/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0207
+  - to: "us/states/sc/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0118
+  - to: "us/states/sc/districts/house/17"
+    rel: in-district
+    area_weight: 0.3769
+  - to: "us/states/sc/districts/house/28"
+    rel: in-district
+    area_weight: 0.1566
+  - to: "us/states/sc/districts/house/18"
+    rel: in-district
+    area_weight: 0.0908
+  - to: "us/states/sc/districts/house/25"
+    rel: in-district
+    area_weight: 0.0713
+  - to: "us/states/sc/districts/house/16"
+    rel: in-district
+    area_weight: 0.0525
+  - to: "us/states/sc/districts/house/19"
+    rel: in-district
+    area_weight: 0.0382
+  - to: "us/states/sc/districts/house/20"
+    rel: in-district
+    area_weight: 0.0307
+  - to: "us/states/sc/districts/house/21"
+    rel: in-district
+    area_weight: 0.0307
+  - to: "us/states/sc/districts/house/27"
+    rel: in-district
+    area_weight: 0.0288
+  - to: "us/states/sc/districts/house/24"
+    rel: in-district
+    area_weight: 0.0274
+  - to: "us/states/sc/districts/house/7"
+    rel: in-district
+    area_weight: 0.026
+  - to: "us/states/sc/districts/house/22"
+    rel: in-district
+    area_weight: 0.0227
+  - to: "us/states/sc/districts/house/23"
+    rel: in-district
+    area_weight: 0.0195
+  - to: "us/states/sc/districts/house/35"
+    rel: in-district
+    area_weight: 0.0116
+  - to: "us/states/sc/districts/house/10"
+    rel: in-district
+    area_weight: 0.0104
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +134,35 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 63570 |
 | Bachelor's or higher | 212477 |
 
+## Districts
+
+- [SC-04](/us/states/sc/districts/04.md) — 75% (congressional)
+- [SC-03](/us/states/sc/districts/03.md) — 25% (congressional)
+- [SC Senate District 5](/us/states/sc/districts/senate/5.md) — 45% (state senate)
+- [SC Senate District 9](/us/states/sc/districts/senate/9.md) — 19% (state senate)
+- [SC Senate District 7](/us/states/sc/districts/senate/7.md) — 12% (state senate)
+- [SC Senate District 6](/us/states/sc/districts/senate/6.md) — 10% (state senate)
+- [SC Senate District 8](/us/states/sc/districts/senate/8.md) — 9% (state senate)
+- [SC Senate District 12](/us/states/sc/districts/senate/12.md) — 2% (state senate)
+- [SC Senate District 13](/us/states/sc/districts/senate/13.md) — 2% (state senate)
+- [SC Senate District 2](/us/states/sc/districts/senate/2.md) — 1% (state senate)
+- [SC House District 17](/us/states/sc/districts/house/17.md) — 38% (state house)
+- [SC House District 28](/us/states/sc/districts/house/28.md) — 16% (state house)
+- [SC House District 18](/us/states/sc/districts/house/18.md) — 9% (state house)
+- [SC House District 25](/us/states/sc/districts/house/25.md) — 7% (state house)
+- [SC House District 16](/us/states/sc/districts/house/16.md) — 5% (state house)
+- [SC House District 19](/us/states/sc/districts/house/19.md) — 4% (state house)
+- [SC House District 20](/us/states/sc/districts/house/20.md) — 3% (state house)
+- [SC House District 21](/us/states/sc/districts/house/21.md) — 3% (state house)
+- [SC House District 27](/us/states/sc/districts/house/27.md) — 3% (state house)
+- [SC House District 24](/us/states/sc/districts/house/24.md) — 3% (state house)
+- [SC House District 7](/us/states/sc/districts/house/7.md) — 3% (state house)
+- [SC House District 22](/us/states/sc/districts/house/22.md) — 2% (state house)
+- [SC House District 23](/us/states/sc/districts/house/23.md) — 2% (state house)
+- [SC House District 35](/us/states/sc/districts/house/35.md) — 1% (state house)
+- [SC House District 10](/us/states/sc/districts/house/10.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/greenwood/index.md b/data/jurisdictions/us/states/sc/counties/greenwood/index.md
index 5d4176435f..0f3056d78a 100644
--- a/data/jurisdictions/us/states/sc/counties/greenwood/index.md
+++ b/data/jurisdictions/us/states/sc/counties/greenwood/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 400
   hispanic: 5019
   bachelors_plus: 16029
+districts:
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sc/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/sc/districts/house/13"
+    rel: in-district
+    area_weight: 0.7337
+  - to: "us/states/sc/districts/house/12"
+    rel: in-district
+    area_weight: 0.2661
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 5019 |
 | Bachelor's or higher | 16029 |
 
+## Districts
+
+- [SC-03](/us/states/sc/districts/03.md) — 100% (congressional)
+- [SC Senate District 10](/us/states/sc/districts/senate/10.md) — 100% (state senate)
+- [SC House District 13](/us/states/sc/districts/house/13.md) — 73% (state house)
+- [SC House District 12](/us/states/sc/districts/house/12.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/hampton/index.md b/data/jurisdictions/us/states/sc/counties/hampton/index.md
index e1f5c004f4..ff1f95c2ee 100644
--- a/data/jurisdictions/us/states/sc/counties/hampton/index.md
+++ b/data/jurisdictions/us/states/sc/counties/hampton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 38
   hispanic: 757
   bachelors_plus: 2123
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/sc/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/sc/districts/house/122"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 757 |
 | Bachelor's or higher | 2123 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 100% (congressional)
+- [SC Senate District 45](/us/states/sc/districts/senate/45.md) — 100% (state senate)
+- [SC House District 122](/us/states/sc/districts/house/122.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/horry/index.md b/data/jurisdictions/us/states/sc/counties/horry/index.md
index 6873e67df4..d73e6b9dcb 100644
--- a/data/jurisdictions/us/states/sc/counties/horry/index.md
+++ b/data/jurisdictions/us/states/sc/counties/horry/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 1034
   hispanic: 28001
   bachelors_plus: 105764
+districts:
+  - to: "us/states/sc/districts/07"
+    rel: in-district
+    area_weight: 0.9119
+  - to: "us/states/sc/districts/senate/30"
+    rel: in-district
+    area_weight: 0.3385
+  - to: "us/states/sc/districts/senate/28"
+    rel: in-district
+    area_weight: 0.303
+  - to: "us/states/sc/districts/senate/33"
+    rel: in-district
+    area_weight: 0.1083
+  - to: "us/states/sc/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1068
+  - to: "us/states/sc/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0556
+  - to: "us/states/sc/districts/house/105"
+    rel: in-district
+    area_weight: 0.2174
+  - to: "us/states/sc/districts/house/58"
+    rel: in-district
+    area_weight: 0.1989
+  - to: "us/states/sc/districts/house/57"
+    rel: in-district
+    area_weight: 0.1762
+  - to: "us/states/sc/districts/house/55"
+    rel: in-district
+    area_weight: 0.0671
+  - to: "us/states/sc/districts/house/104"
+    rel: in-district
+    area_weight: 0.0598
+  - to: "us/states/sc/districts/house/103"
+    rel: in-district
+    area_weight: 0.0458
+  - to: "us/states/sc/districts/house/56"
+    rel: in-district
+    area_weight: 0.0448
+  - to: "us/states/sc/districts/house/68"
+    rel: in-district
+    area_weight: 0.0344
+  - to: "us/states/sc/districts/house/107"
+    rel: in-district
+    area_weight: 0.0237
+  - to: "us/states/sc/districts/house/61"
+    rel: in-district
+    area_weight: 0.0232
+  - to: "us/states/sc/districts/house/106"
+    rel: in-district
+    area_weight: 0.0208
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 28001 |
 | Bachelor's or higher | 105764 |
 
+## Districts
+
+- [SC-07](/us/states/sc/districts/07.md) — 91% (congressional)
+- [SC Senate District 30](/us/states/sc/districts/senate/30.md) — 34% (state senate)
+- [SC Senate District 28](/us/states/sc/districts/senate/28.md) — 30% (state senate)
+- [SC Senate District 33](/us/states/sc/districts/senate/33.md) — 11% (state senate)
+- [SC Senate District 32](/us/states/sc/districts/senate/32.md) — 11% (state senate)
+- [SC Senate District 34](/us/states/sc/districts/senate/34.md) — 6% (state senate)
+- [SC House District 105](/us/states/sc/districts/house/105.md) — 22% (state house)
+- [SC House District 58](/us/states/sc/districts/house/58.md) — 20% (state house)
+- [SC House District 57](/us/states/sc/districts/house/57.md) — 18% (state house)
+- [SC House District 55](/us/states/sc/districts/house/55.md) — 7% (state house)
+- [SC House District 104](/us/states/sc/districts/house/104.md) — 6% (state house)
+- [SC House District 103](/us/states/sc/districts/house/103.md) — 5% (state house)
+- [SC House District 56](/us/states/sc/districts/house/56.md) — 4% (state house)
+- [SC House District 68](/us/states/sc/districts/house/68.md) — 3% (state house)
+- [SC House District 107](/us/states/sc/districts/house/107.md) — 2% (state house)
+- [SC House District 61](/us/states/sc/districts/house/61.md) — 2% (state house)
+- [SC House District 106](/us/states/sc/districts/house/106.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/jasper/index.md b/data/jurisdictions/us/states/sc/counties/jasper/index.md
index 6966aee9dd..1c55ec72b9 100644
--- a/data/jurisdictions/us/states/sc/counties/jasper/index.md
+++ b/data/jurisdictions/us/states/sc/counties/jasper/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 334
   hispanic: 5661
   bachelors_plus: 8000
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.9248
+  - to: "us/states/sc/districts/01"
+    rel: in-district
+    area_weight: 0.0299
+  - to: "us/states/sc/districts/senate/45"
+    rel: in-district
+    area_weight: 0.9291
+  - to: "us/states/sc/districts/senate/46"
+    rel: in-district
+    area_weight: 0.0269
+  - to: "us/states/sc/districts/house/122"
+    rel: in-district
+    area_weight: 0.7662
+  - to: "us/states/sc/districts/house/123"
+    rel: in-district
+    area_weight: 0.1629
+  - to: "us/states/sc/districts/house/120"
+    rel: in-district
+    area_weight: 0.0268
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 5661 |
 | Bachelor's or higher | 8000 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 92% (congressional)
+- [SC-01](/us/states/sc/districts/01.md) — 3% (congressional)
+- [SC Senate District 45](/us/states/sc/districts/senate/45.md) — 93% (state senate)
+- [SC Senate District 46](/us/states/sc/districts/senate/46.md) — 3% (state senate)
+- [SC House District 122](/us/states/sc/districts/house/122.md) — 77% (state house)
+- [SC House District 123](/us/states/sc/districts/house/123.md) — 16% (state house)
+- [SC House District 120](/us/states/sc/districts/house/120.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/kershaw/index.md b/data/jurisdictions/us/states/sc/counties/kershaw/index.md
index 604feee57b..c0749beba2 100644
--- a/data/jurisdictions/us/states/sc/counties/kershaw/index.md
+++ b/data/jurisdictions/us/states/sc/counties/kershaw/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 334
   hispanic: 4057
   bachelors_plus: 15665
+districts:
+  - to: "us/states/sc/districts/05"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/sc/districts/senate/27"
+    rel: in-district
+    area_weight: 0.5589
+  - to: "us/states/sc/districts/senate/35"
+    rel: in-district
+    area_weight: 0.441
+  - to: "us/states/sc/districts/house/65"
+    rel: in-district
+    area_weight: 0.3205
+  - to: "us/states/sc/districts/house/45"
+    rel: in-district
+    area_weight: 0.223
+  - to: "us/states/sc/districts/house/50"
+    rel: in-district
+    area_weight: 0.2211
+  - to: "us/states/sc/districts/house/70"
+    rel: in-district
+    area_weight: 0.1473
+  - to: "us/states/sc/districts/house/52"
+    rel: in-district
+    area_weight: 0.0881
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4057 |
 | Bachelor's or higher | 15665 |
 
+## Districts
+
+- [SC-05](/us/states/sc/districts/05.md) — 100% (congressional)
+- [SC Senate District 27](/us/states/sc/districts/senate/27.md) — 56% (state senate)
+- [SC Senate District 35](/us/states/sc/districts/senate/35.md) — 44% (state senate)
+- [SC House District 65](/us/states/sc/districts/house/65.md) — 32% (state house)
+- [SC House District 45](/us/states/sc/districts/house/45.md) — 22% (state house)
+- [SC House District 50](/us/states/sc/districts/house/50.md) — 22% (state house)
+- [SC House District 70](/us/states/sc/districts/house/70.md) — 15% (state house)
+- [SC House District 52](/us/states/sc/districts/house/52.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/lancaster/index.md b/data/jurisdictions/us/states/sc/counties/lancaster/index.md
index 99c01d83a3..67d3272c81 100644
--- a/data/jurisdictions/us/states/sc/counties/lancaster/index.md
+++ b/data/jurisdictions/us/states/sc/counties/lancaster/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 113
   hispanic: 7808
   bachelors_plus: 33979
+districts:
+  - to: "us/states/sc/districts/05"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/sc/districts/senate/27"
+    rel: in-district
+    area_weight: 0.8584
+  - to: "us/states/sc/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0711
+  - to: "us/states/sc/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0704
+  - to: "us/states/sc/districts/house/45"
+    rel: in-district
+    area_weight: 0.4677
+  - to: "us/states/sc/districts/house/65"
+    rel: in-district
+    area_weight: 0.2535
+  - to: "us/states/sc/districts/house/53"
+    rel: in-district
+    area_weight: 0.1738
+  - to: "us/states/sc/districts/house/44"
+    rel: in-district
+    area_weight: 0.1047
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 7808 |
 | Bachelor's or higher | 33979 |
 
+## Districts
+
+- [SC-05](/us/states/sc/districts/05.md) — 100% (congressional)
+- [SC Senate District 27](/us/states/sc/districts/senate/27.md) — 86% (state senate)
+- [SC Senate District 16](/us/states/sc/districts/senate/16.md) — 7% (state senate)
+- [SC Senate District 17](/us/states/sc/districts/senate/17.md) — 7% (state senate)
+- [SC House District 45](/us/states/sc/districts/house/45.md) — 47% (state house)
+- [SC House District 65](/us/states/sc/districts/house/65.md) — 25% (state house)
+- [SC House District 53](/us/states/sc/districts/house/53.md) — 17% (state house)
+- [SC House District 44](/us/states/sc/districts/house/44.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/laurens/index.md b/data/jurisdictions/us/states/sc/counties/laurens/index.md
index 834c902187..f6ea5ebc2b 100644
--- a/data/jurisdictions/us/states/sc/counties/laurens/index.md
+++ b/data/jurisdictions/us/states/sc/counties/laurens/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 471
   hispanic: 4614
   bachelors_plus: 11154
+districts:
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/sc/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/sc/districts/house/14"
+    rel: in-district
+    area_weight: 0.616
+  - to: "us/states/sc/districts/house/42"
+    rel: in-district
+    area_weight: 0.209
+  - to: "us/states/sc/districts/house/16"
+    rel: in-district
+    area_weight: 0.0804
+  - to: "us/states/sc/districts/house/11"
+    rel: in-district
+    area_weight: 0.0625
+  - to: "us/states/sc/districts/house/13"
+    rel: in-district
+    area_weight: 0.0319
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 4614 |
 | Bachelor's or higher | 11154 |
 
+## Districts
+
+- [SC-03](/us/states/sc/districts/03.md) — 100% (congressional)
+- [SC Senate District 9](/us/states/sc/districts/senate/9.md) — 100% (state senate)
+- [SC House District 14](/us/states/sc/districts/house/14.md) — 62% (state house)
+- [SC House District 42](/us/states/sc/districts/house/42.md) — 21% (state house)
+- [SC House District 16](/us/states/sc/districts/house/16.md) — 8% (state house)
+- [SC House District 11](/us/states/sc/districts/house/11.md) — 6% (state house)
+- [SC House District 13](/us/states/sc/districts/house/13.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/lee/index.md b/data/jurisdictions/us/states/sc/counties/lee/index.md
index 80cfe5bde7..9db48eec06 100644
--- a/data/jurisdictions/us/states/sc/counties/lee/index.md
+++ b/data/jurisdictions/us/states/sc/counties/lee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 21
   hispanic: 390
   bachelors_plus: 1841
+districts:
+  - to: "us/states/sc/districts/05"
+    rel: in-district
+    area_weight: 0.9952
+  - to: "us/states/sc/districts/senate/29"
+    rel: in-district
+    area_weight: 0.5377
+  - to: "us/states/sc/districts/senate/35"
+    rel: in-district
+    area_weight: 0.4622
+  - to: "us/states/sc/districts/house/50"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 390 |
 | Bachelor's or higher | 1841 |
 
+## Districts
+
+- [SC-05](/us/states/sc/districts/05.md) — 100% (congressional)
+- [SC Senate District 29](/us/states/sc/districts/senate/29.md) — 54% (state senate)
+- [SC Senate District 35](/us/states/sc/districts/senate/35.md) — 46% (state senate)
+- [SC House District 50](/us/states/sc/districts/house/50.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/lexington/index.md b/data/jurisdictions/us/states/sc/counties/lexington/index.md
index 892e897676..8720d7ae34 100644
--- a/data/jurisdictions/us/states/sc/counties/lexington/index.md
+++ b/data/jurisdictions/us/states/sc/counties/lexington/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 792
   hispanic: 24118
   bachelors_plus: 99915
+districts:
+  - to: "us/states/sc/districts/02"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/sc/districts/senate/23"
+    rel: in-district
+    area_weight: 0.463
+  - to: "us/states/sc/districts/senate/25"
+    rel: in-district
+    area_weight: 0.1657
+  - to: "us/states/sc/districts/senate/26"
+    rel: in-district
+    area_weight: 0.1608
+  - to: "us/states/sc/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1113
+  - to: "us/states/sc/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0991
+  - to: "us/states/sc/districts/house/39"
+    rel: in-district
+    area_weight: 0.2189
+  - to: "us/states/sc/districts/house/96"
+    rel: in-district
+    area_weight: 0.2141
+  - to: "us/states/sc/districts/house/86"
+    rel: in-district
+    area_weight: 0.1022
+  - to: "us/states/sc/districts/house/87"
+    rel: in-district
+    area_weight: 0.0942
+  - to: "us/states/sc/districts/house/93"
+    rel: in-district
+    area_weight: 0.0898
+  - to: "us/states/sc/districts/house/85"
+    rel: in-district
+    area_weight: 0.0837
+  - to: "us/states/sc/districts/house/88"
+    rel: in-district
+    area_weight: 0.0831
+  - to: "us/states/sc/districts/house/69"
+    rel: in-district
+    area_weight: 0.05
+  - to: "us/states/sc/districts/house/89"
+    rel: in-district
+    area_weight: 0.0425
+  - to: "us/states/sc/districts/house/40"
+    rel: in-district
+    area_weight: 0.0152
+  - to: "us/states/sc/districts/house/71"
+    rel: in-district
+    area_weight: 0.0061
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction.
 | Hispanic/Latino | 24118 |
 | Bachelor's or higher | 99915 |
 
+## Districts
+
+- [SC-02](/us/states/sc/districts/02.md) — 100% (congressional)
+- [SC Senate District 23](/us/states/sc/districts/senate/23.md) — 46% (state senate)
+- [SC Senate District 25](/us/states/sc/districts/senate/25.md) — 17% (state senate)
+- [SC Senate District 26](/us/states/sc/districts/senate/26.md) — 16% (state senate)
+- [SC Senate District 18](/us/states/sc/districts/senate/18.md) — 11% (state senate)
+- [SC Senate District 10](/us/states/sc/districts/senate/10.md) — 10% (state senate)
+- [SC House District 39](/us/states/sc/districts/house/39.md) — 22% (state house)
+- [SC House District 96](/us/states/sc/districts/house/96.md) — 21% (state house)
+- [SC House District 86](/us/states/sc/districts/house/86.md) — 10% (state house)
+- [SC House District 87](/us/states/sc/districts/house/87.md) — 9% (state house)
+- [SC House District 93](/us/states/sc/districts/house/93.md) — 9% (state house)
+- [SC House District 85](/us/states/sc/districts/house/85.md) — 8% (state house)
+- [SC House District 88](/us/states/sc/districts/house/88.md) — 8% (state house)
+- [SC House District 69](/us/states/sc/districts/house/69.md) — 5% (state house)
+- [SC House District 89](/us/states/sc/districts/house/89.md) — 4% (state house)
+- [SC House District 40](/us/states/sc/districts/house/40.md) — 2% (state house)
+- [SC House District 71](/us/states/sc/districts/house/71.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/marion/index.md b/data/jurisdictions/us/states/sc/counties/marion/index.md
index 0439682390..42989871f1 100644
--- a/data/jurisdictions/us/states/sc/counties/marion/index.md
+++ b/data/jurisdictions/us/states/sc/counties/marion/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 185
   hispanic: 789
   bachelors_plus: 4169
+districts:
+  - to: "us/states/sc/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sc/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/sc/districts/house/57"
+    rel: in-district
+    area_weight: 0.6308
+  - to: "us/states/sc/districts/house/59"
+    rel: in-district
+    area_weight: 0.3686
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 789 |
 | Bachelor's or higher | 4169 |
 
+## Districts
+
+- [SC-07](/us/states/sc/districts/07.md) — 100% (congressional)
+- [SC Senate District 30](/us/states/sc/districts/senate/30.md) — 100% (state senate)
+- [SC House District 57](/us/states/sc/districts/house/57.md) — 63% (state house)
+- [SC House District 59](/us/states/sc/districts/house/59.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/marlboro/index.md b/data/jurisdictions/us/states/sc/counties/marlboro/index.md
index 19129dc729..26964f657d 100644
--- a/data/jurisdictions/us/states/sc/counties/marlboro/index.md
+++ b/data/jurisdictions/us/states/sc/counties/marlboro/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 786
   hispanic: 708
   bachelors_plus: 2221
+districts:
+  - to: "us/states/sc/districts/07"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/sc/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/sc/districts/house/54"
+    rel: in-district
+    area_weight: 0.9284
+  - to: "us/states/sc/districts/house/55"
+    rel: in-district
+    area_weight: 0.0708
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 708 |
 | Bachelor's or higher | 2221 |
 
+## Districts
+
+- [SC-07](/us/states/sc/districts/07.md) — 100% (congressional)
+- [SC Senate District 29](/us/states/sc/districts/senate/29.md) — 100% (state senate)
+- [SC House District 54](/us/states/sc/districts/house/54.md) — 93% (state house)
+- [SC House District 55](/us/states/sc/districts/house/55.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/mccormick/index.md b/data/jurisdictions/us/states/sc/counties/mccormick/index.md
index ebebdb0606..2963c271de 100644
--- a/data/jurisdictions/us/states/sc/counties/mccormick/index.md
+++ b/data/jurisdictions/us/states/sc/counties/mccormick/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 80
   bachelors_plus: 2562
+districts:
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/sc/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/sc/districts/house/12"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 80 |
 | Bachelor's or higher | 2562 |
 
+## Districts
+
+- [SC-03](/us/states/sc/districts/03.md) — 100% (congressional)
+- [SC Senate District 25](/us/states/sc/districts/senate/25.md) — 100% (state senate)
+- [SC House District 12](/us/states/sc/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/newberry/index.md b/data/jurisdictions/us/states/sc/counties/newberry/index.md
index 8a3528cc11..667bba2db8 100644
--- a/data/jurisdictions/us/states/sc/counties/newberry/index.md
+++ b/data/jurisdictions/us/states/sc/counties/newberry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 92
   hispanic: 3551
   bachelors_plus: 8608
+districts:
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/sc/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/sc/districts/house/40"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3551 |
 | Bachelor's or higher | 8608 |
 
+## Districts
+
+- [SC-03](/us/states/sc/districts/03.md) — 100% (congressional)
+- [SC Senate District 18](/us/states/sc/districts/senate/18.md) — 100% (state senate)
+- [SC House District 40](/us/states/sc/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/oconee/index.md b/data/jurisdictions/us/states/sc/counties/oconee/index.md
index f15e4d76ba..8264bab703 100644
--- a/data/jurisdictions/us/states/sc/counties/oconee/index.md
+++ b/data/jurisdictions/us/states/sc/counties/oconee/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 358
   hispanic: 5022
   bachelors_plus: 23640
+districts:
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 0.9969
+  - to: "us/states/sc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/sc/districts/house/1"
+    rel: in-district
+    area_weight: 0.7273
+  - to: "us/states/sc/districts/house/2"
+    rel: in-district
+    area_weight: 0.272
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5022 |
 | Bachelor's or higher | 23640 |
 
+## Districts
+
+- [SC-03](/us/states/sc/districts/03.md) — 100% (congressional)
+- [SC Senate District 1](/us/states/sc/districts/senate/1.md) — 100% (state senate)
+- [SC House District 1](/us/states/sc/districts/house/1.md) — 73% (state house)
+- [SC House District 2](/us/states/sc/districts/house/2.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/orangeburg/index.md b/data/jurisdictions/us/states/sc/counties/orangeburg/index.md
index b64e4cce6a..9256342caa 100644
--- a/data/jurisdictions/us/states/sc/counties/orangeburg/index.md
+++ b/data/jurisdictions/us/states/sc/counties/orangeburg/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 232
   hispanic: 2231
   bachelors_plus: 16145
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.6019
+  - to: "us/states/sc/districts/02"
+    rel: in-district
+    area_weight: 0.3976
+  - to: "us/states/sc/districts/senate/40"
+    rel: in-district
+    area_weight: 0.4522
+  - to: "us/states/sc/districts/senate/39"
+    rel: in-district
+    area_weight: 0.3649
+  - to: "us/states/sc/districts/senate/36"
+    rel: in-district
+    area_weight: 0.1829
+  - to: "us/states/sc/districts/house/90"
+    rel: in-district
+    area_weight: 0.309
+  - to: "us/states/sc/districts/house/95"
+    rel: in-district
+    area_weight: 0.2666
+  - to: "us/states/sc/districts/house/91"
+    rel: in-district
+    area_weight: 0.2401
+  - to: "us/states/sc/districts/house/93"
+    rel: in-district
+    area_weight: 0.1843
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 2231 |
 | Bachelor's or higher | 16145 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 60% (congressional)
+- [SC-02](/us/states/sc/districts/02.md) — 40% (congressional)
+- [SC Senate District 40](/us/states/sc/districts/senate/40.md) — 45% (state senate)
+- [SC Senate District 39](/us/states/sc/districts/senate/39.md) — 36% (state senate)
+- [SC Senate District 36](/us/states/sc/districts/senate/36.md) — 18% (state senate)
+- [SC House District 90](/us/states/sc/districts/house/90.md) — 31% (state house)
+- [SC House District 95](/us/states/sc/districts/house/95.md) — 27% (state house)
+- [SC House District 91](/us/states/sc/districts/house/91.md) — 24% (state house)
+- [SC House District 93](/us/states/sc/districts/house/93.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/pickens/index.md b/data/jurisdictions/us/states/sc/counties/pickens/index.md
index dde43e09d9..5d99a42819 100644
--- a/data/jurisdictions/us/states/sc/counties/pickens/index.md
+++ b/data/jurisdictions/us/states/sc/counties/pickens/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 312
   hispanic: 7236
   bachelors_plus: 35080
+districts:
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 0.9974
+  - to: "us/states/sc/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9122
+  - to: "us/states/sc/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0873
+  - to: "us/states/sc/districts/house/4"
+    rel: in-district
+    area_weight: 0.4962
+  - to: "us/states/sc/districts/house/1"
+    rel: in-district
+    area_weight: 0.2086
+  - to: "us/states/sc/districts/house/3"
+    rel: in-district
+    area_weight: 0.1778
+  - to: "us/states/sc/districts/house/5"
+    rel: in-district
+    area_weight: 0.1039
+  - to: "us/states/sc/districts/house/10"
+    rel: in-district
+    area_weight: 0.0119
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 7236 |
 | Bachelor's or higher | 35080 |
 
+## Districts
+
+- [SC-03](/us/states/sc/districts/03.md) — 100% (congressional)
+- [SC Senate District 2](/us/states/sc/districts/senate/2.md) — 91% (state senate)
+- [SC Senate District 1](/us/states/sc/districts/senate/1.md) — 9% (state senate)
+- [SC House District 4](/us/states/sc/districts/house/4.md) — 50% (state house)
+- [SC House District 1](/us/states/sc/districts/house/1.md) — 21% (state house)
+- [SC House District 3](/us/states/sc/districts/house/3.md) — 18% (state house)
+- [SC House District 5](/us/states/sc/districts/house/5.md) — 10% (state house)
+- [SC House District 10](/us/states/sc/districts/house/10.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/richland/index.md b/data/jurisdictions/us/states/sc/counties/richland/index.md
index 4c016d7295..3115916da5 100644
--- a/data/jurisdictions/us/states/sc/counties/richland/index.md
+++ b/data/jurisdictions/us/states/sc/counties/richland/index.md
@@ -22,9 +22,72 @@ demographics:
   race_native: 885
   hispanic: 27169
   bachelors_plus: 155853
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.535
+  - to: "us/states/sc/districts/02"
+    rel: in-district
+    area_weight: 0.4602
+  - to: "us/states/sc/districts/senate/21"
+    rel: in-district
+    area_weight: 0.4548
+  - to: "us/states/sc/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1815
+  - to: "us/states/sc/districts/senate/35"
+    rel: in-district
+    area_weight: 0.1478
+  - to: "us/states/sc/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1211
+  - to: "us/states/sc/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0818
+  - to: "us/states/sc/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0129
+  - to: "us/states/sc/districts/house/70"
+    rel: in-district
+    area_weight: 0.3344
+  - to: "us/states/sc/districts/house/52"
+    rel: in-district
+    area_weight: 0.1259
+  - to: "us/states/sc/districts/house/73"
+    rel: in-district
+    area_weight: 0.1147
+  - to: "us/states/sc/districts/house/78"
+    rel: in-district
+    area_weight: 0.1058
+  - to: "us/states/sc/districts/house/71"
+    rel: in-district
+    area_weight: 0.0861
+  - to: "us/states/sc/districts/house/77"
+    rel: in-district
+    area_weight: 0.0753
+  - to: "us/states/sc/districts/house/41"
+    rel: in-district
+    area_weight: 0.0423
+  - to: "us/states/sc/districts/house/72"
+    rel: in-district
+    area_weight: 0.0279
+  - to: "us/states/sc/districts/house/76"
+    rel: in-district
+    area_weight: 0.0243
+  - to: "us/states/sc/districts/house/79"
+    rel: in-district
+    area_weight: 0.0216
+  - to: "us/states/sc/districts/house/74"
+    rel: in-district
+    area_weight: 0.0209
+  - to: "us/states/sc/districts/house/75"
+    rel: in-district
+    area_weight: 0.0203
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +119,30 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 27169 |
 | Bachelor's or higher | 155853 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 54% (congressional)
+- [SC-02](/us/states/sc/districts/02.md) — 46% (congressional)
+- [SC Senate District 21](/us/states/sc/districts/senate/21.md) — 45% (state senate)
+- [SC Senate District 19](/us/states/sc/districts/senate/19.md) — 18% (state senate)
+- [SC Senate District 35](/us/states/sc/districts/senate/35.md) — 15% (state senate)
+- [SC Senate District 22](/us/states/sc/districts/senate/22.md) — 12% (state senate)
+- [SC Senate District 18](/us/states/sc/districts/senate/18.md) — 8% (state senate)
+- [SC Senate District 26](/us/states/sc/districts/senate/26.md) — 1% (state senate)
+- [SC House District 70](/us/states/sc/districts/house/70.md) — 33% (state house)
+- [SC House District 52](/us/states/sc/districts/house/52.md) — 13% (state house)
+- [SC House District 73](/us/states/sc/districts/house/73.md) — 11% (state house)
+- [SC House District 78](/us/states/sc/districts/house/78.md) — 11% (state house)
+- [SC House District 71](/us/states/sc/districts/house/71.md) — 9% (state house)
+- [SC House District 77](/us/states/sc/districts/house/77.md) — 8% (state house)
+- [SC House District 41](/us/states/sc/districts/house/41.md) — 4% (state house)
+- [SC House District 72](/us/states/sc/districts/house/72.md) — 3% (state house)
+- [SC House District 76](/us/states/sc/districts/house/76.md) — 2% (state house)
+- [SC House District 79](/us/states/sc/districts/house/79.md) — 2% (state house)
+- [SC House District 74](/us/states/sc/districts/house/74.md) — 2% (state house)
+- [SC House District 75](/us/states/sc/districts/house/75.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/saluda/index.md b/data/jurisdictions/us/states/sc/counties/saluda/index.md
index 1c742e2061..b0d9b7c4da 100644
--- a/data/jurisdictions/us/states/sc/counties/saluda/index.md
+++ b/data/jurisdictions/us/states/sc/counties/saluda/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 76
   hispanic: 3275
   bachelors_plus: 3924
+districts:
+  - to: "us/states/sc/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sc/districts/senate/25"
+    rel: in-district
+    area_weight: 0.6352
+  - to: "us/states/sc/districts/senate/10"
+    rel: in-district
+    area_weight: 0.3646
+  - to: "us/states/sc/districts/house/39"
+    rel: in-district
+    area_weight: 0.7713
+  - to: "us/states/sc/districts/house/82"
+    rel: in-district
+    area_weight: 0.2284
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3275 |
 | Bachelor's or higher | 3924 |
 
+## Districts
+
+- [SC-03](/us/states/sc/districts/03.md) — 100% (congressional)
+- [SC Senate District 25](/us/states/sc/districts/senate/25.md) — 64% (state senate)
+- [SC Senate District 10](/us/states/sc/districts/senate/10.md) — 36% (state senate)
+- [SC House District 39](/us/states/sc/districts/house/39.md) — 77% (state house)
+- [SC House District 82](/us/states/sc/districts/house/82.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/spartanburg/index.md b/data/jurisdictions/us/states/sc/counties/spartanburg/index.md
index 47c31a67bb..1154c8bef8 100644
--- a/data/jurisdictions/us/states/sc/counties/spartanburg/index.md
+++ b/data/jurisdictions/us/states/sc/counties/spartanburg/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 660
   hispanic: 32322
   bachelors_plus: 81731
+districts:
+  - to: "us/states/sc/districts/04"
+    rel: in-district
+    area_weight: 0.7879
+  - to: "us/states/sc/districts/05"
+    rel: in-district
+    area_weight: 0.2097
+  - to: "us/states/sc/districts/senate/13"
+    rel: in-district
+    area_weight: 0.4448
+  - to: "us/states/sc/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2191
+  - to: "us/states/sc/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1587
+  - to: "us/states/sc/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0968
+  - to: "us/states/sc/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0804
+  - to: "us/states/sc/districts/house/33"
+    rel: in-district
+    area_weight: 0.3038
+  - to: "us/states/sc/districts/house/38"
+    rel: in-district
+    area_weight: 0.2023
+  - to: "us/states/sc/districts/house/35"
+    rel: in-district
+    area_weight: 0.1105
+  - to: "us/states/sc/districts/house/36"
+    rel: in-district
+    area_weight: 0.0879
+  - to: "us/states/sc/districts/house/32"
+    rel: in-district
+    area_weight: 0.0778
+  - to: "us/states/sc/districts/house/34"
+    rel: in-district
+    area_weight: 0.0755
+  - to: "us/states/sc/districts/house/37"
+    rel: in-district
+    area_weight: 0.0471
+  - to: "us/states/sc/districts/house/30"
+    rel: in-district
+    area_weight: 0.0359
+  - to: "us/states/sc/districts/house/31"
+    rel: in-district
+    area_weight: 0.0299
+  - to: "us/states/sc/districts/house/29"
+    rel: in-district
+    area_weight: 0.029
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 32322 |
 | Bachelor's or higher | 81731 |
 
+## Districts
+
+- [SC-04](/us/states/sc/districts/04.md) — 79% (congressional)
+- [SC-05](/us/states/sc/districts/05.md) — 21% (congressional)
+- [SC Senate District 13](/us/states/sc/districts/senate/13.md) — 44% (state senate)
+- [SC Senate District 11](/us/states/sc/districts/senate/11.md) — 22% (state senate)
+- [SC Senate District 12](/us/states/sc/districts/senate/12.md) — 16% (state senate)
+- [SC Senate District 5](/us/states/sc/districts/senate/5.md) — 10% (state senate)
+- [SC Senate District 14](/us/states/sc/districts/senate/14.md) — 8% (state senate)
+- [SC House District 33](/us/states/sc/districts/house/33.md) — 30% (state house)
+- [SC House District 38](/us/states/sc/districts/house/38.md) — 20% (state house)
+- [SC House District 35](/us/states/sc/districts/house/35.md) — 11% (state house)
+- [SC House District 36](/us/states/sc/districts/house/36.md) — 9% (state house)
+- [SC House District 32](/us/states/sc/districts/house/32.md) — 8% (state house)
+- [SC House District 34](/us/states/sc/districts/house/34.md) — 8% (state house)
+- [SC House District 37](/us/states/sc/districts/house/37.md) — 5% (state house)
+- [SC House District 30](/us/states/sc/districts/house/30.md) — 4% (state house)
+- [SC House District 31](/us/states/sc/districts/house/31.md) — 3% (state house)
+- [SC House District 29](/us/states/sc/districts/house/29.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/sumter/index.md b/data/jurisdictions/us/states/sc/counties/sumter/index.md
index b978c8fdfb..b124787800 100644
--- a/data/jurisdictions/us/states/sc/counties/sumter/index.md
+++ b/data/jurisdictions/us/states/sc/counties/sumter/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 568
   hispanic: 4655
   bachelors_plus: 22623
+districts:
+  - to: "us/states/sc/districts/05"
+    rel: in-district
+    area_weight: 0.6852
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.314
+  - to: "us/states/sc/districts/senate/35"
+    rel: in-district
+    area_weight: 0.5495
+  - to: "us/states/sc/districts/senate/36"
+    rel: in-district
+    area_weight: 0.2924
+  - to: "us/states/sc/districts/senate/29"
+    rel: in-district
+    area_weight: 0.1579
+  - to: "us/states/sc/districts/house/64"
+    rel: in-district
+    area_weight: 0.3371
+  - to: "us/states/sc/districts/house/50"
+    rel: in-district
+    area_weight: 0.3173
+  - to: "us/states/sc/districts/house/51"
+    rel: in-district
+    area_weight: 0.2091
+  - to: "us/states/sc/districts/house/67"
+    rel: in-district
+    area_weight: 0.1363
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4655 |
 | Bachelor's or higher | 22623 |
 
+## Districts
+
+- [SC-05](/us/states/sc/districts/05.md) — 69% (congressional)
+- [SC-06](/us/states/sc/districts/06.md) — 31% (congressional)
+- [SC Senate District 35](/us/states/sc/districts/senate/35.md) — 55% (state senate)
+- [SC Senate District 36](/us/states/sc/districts/senate/36.md) — 29% (state senate)
+- [SC Senate District 29](/us/states/sc/districts/senate/29.md) — 16% (state senate)
+- [SC House District 64](/us/states/sc/districts/house/64.md) — 34% (state house)
+- [SC House District 50](/us/states/sc/districts/house/50.md) — 32% (state house)
+- [SC House District 51](/us/states/sc/districts/house/51.md) — 21% (state house)
+- [SC House District 67](/us/states/sc/districts/house/67.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/union/index.md b/data/jurisdictions/us/states/sc/counties/union/index.md
index ae194bdda9..a2fcb25cc0 100644
--- a/data/jurisdictions/us/states/sc/counties/union/index.md
+++ b/data/jurisdictions/us/states/sc/counties/union/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 81
   hispanic: 559
   bachelors_plus: 3601
+districts:
+  - to: "us/states/sc/districts/05"
+    rel: in-district
+    area_weight: 0.9965
+  - to: "us/states/sc/districts/senate/13"
+    rel: in-district
+    area_weight: 0.4094
+  - to: "us/states/sc/districts/senate/9"
+    rel: in-district
+    area_weight: 0.3957
+  - to: "us/states/sc/districts/senate/14"
+    rel: in-district
+    area_weight: 0.1948
+  - to: "us/states/sc/districts/house/42"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 559 |
 | Bachelor's or higher | 3601 |
 
+## Districts
+
+- [SC-05](/us/states/sc/districts/05.md) — 100% (congressional)
+- [SC Senate District 13](/us/states/sc/districts/senate/13.md) — 41% (state senate)
+- [SC Senate District 9](/us/states/sc/districts/senate/9.md) — 40% (state senate)
+- [SC Senate District 14](/us/states/sc/districts/senate/14.md) — 19% (state senate)
+- [SC House District 42](/us/states/sc/districts/house/42.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/williamsburg/index.md b/data/jurisdictions/us/states/sc/counties/williamsburg/index.md
index e4927ed856..1e5a929d77 100644
--- a/data/jurisdictions/us/states/sc/counties/williamsburg/index.md
+++ b/data/jurisdictions/us/states/sc/counties/williamsburg/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 145
   hispanic: 758
   bachelors_plus: 5354
+districts:
+  - to: "us/states/sc/districts/06"
+    rel: in-district
+    area_weight: 0.9957
+  - to: "us/states/sc/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sc/districts/house/101"
+    rel: in-district
+    area_weight: 0.8096
+  - to: "us/states/sc/districts/house/57"
+    rel: in-district
+    area_weight: 0.1902
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 758 |
 | Bachelor's or higher | 5354 |
 
+## Districts
+
+- [SC-06](/us/states/sc/districts/06.md) — 100% (congressional)
+- [SC Senate District 32](/us/states/sc/districts/senate/32.md) — 100% (state senate)
+- [SC House District 101](/us/states/sc/districts/house/101.md) — 81% (state house)
+- [SC House District 57](/us/states/sc/districts/house/57.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/counties/york/index.md b/data/jurisdictions/us/states/sc/counties/york/index.md
index dc90c31da3..d5029ee8e2 100644
--- a/data/jurisdictions/us/states/sc/counties/york/index.md
+++ b/data/jurisdictions/us/states/sc/counties/york/index.md
@@ -22,9 +22,51 @@ demographics:
   race_native: 1587
   hispanic: 21772
   bachelors_plus: 108530
+districts:
+  - to: "us/states/sc/districts/05"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/sc/districts/senate/15"
+    rel: in-district
+    area_weight: 0.4294
+  - to: "us/states/sc/districts/senate/14"
+    rel: in-district
+    area_weight: 0.324
+  - to: "us/states/sc/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1656
+  - to: "us/states/sc/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0805
+  - to: "us/states/sc/districts/house/29"
+    rel: in-district
+    area_weight: 0.3325
+  - to: "us/states/sc/districts/house/47"
+    rel: in-district
+    area_weight: 0.2621
+  - to: "us/states/sc/districts/house/43"
+    rel: in-district
+    area_weight: 0.1017
+  - to: "us/states/sc/districts/house/49"
+    rel: in-district
+    area_weight: 0.1012
+  - to: "us/states/sc/districts/house/48"
+    rel: in-district
+    area_weight: 0.0726
+  - to: "us/states/sc/districts/house/26"
+    rel: in-district
+    area_weight: 0.0506
+  - to: "us/states/sc/districts/house/46"
+    rel: in-district
+    area_weight: 0.049
+  - to: "us/states/sc/districts/house/66"
+    rel: in-district
+    area_weight: 0.0298
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sc]
 timestamp: "2026-07-03"
@@ -56,6 +98,23 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 21772 |
 | Bachelor's or higher | 108530 |
 
+## Districts
+
+- [SC-05](/us/states/sc/districts/05.md) — 100% (congressional)
+- [SC Senate District 15](/us/states/sc/districts/senate/15.md) — 43% (state senate)
+- [SC Senate District 14](/us/states/sc/districts/senate/14.md) — 32% (state senate)
+- [SC Senate District 17](/us/states/sc/districts/senate/17.md) — 17% (state senate)
+- [SC Senate District 16](/us/states/sc/districts/senate/16.md) — 8% (state senate)
+- [SC House District 29](/us/states/sc/districts/house/29.md) — 33% (state house)
+- [SC House District 47](/us/states/sc/districts/house/47.md) — 26% (state house)
+- [SC House District 43](/us/states/sc/districts/house/43.md) — 10% (state house)
+- [SC House District 49](/us/states/sc/districts/house/49.md) — 10% (state house)
+- [SC House District 48](/us/states/sc/districts/house/48.md) — 7% (state house)
+- [SC House District 26](/us/states/sc/districts/house/26.md) — 5% (state house)
+- [SC House District 46](/us/states/sc/districts/house/46.md) — 5% (state house)
+- [SC House District 66](/us/states/sc/districts/house/66.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sc/districts/01.md b/data/jurisdictions/us/states/sc/districts/01.md
index 312c96a851..cc612df662 100644
--- a/data/jurisdictions/us/states/sc/districts/01.md
+++ b/data/jurisdictions/us/states/sc/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 258317
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, sc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/sc/districts/02.md b/data/jurisdictions/us/states/sc/districts/02.md
index bfd6ae8cbe..ab364a7011 100644
--- a/data/jurisdictions/us/states/sc/districts/02.md
+++ b/data/jurisdictions/us/states/sc/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 200726
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, sc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/sc/districts/03.md b/data/jurisdictions/us/states/sc/districts/03.md
index 580ea08d04..0d3fb51b7e 100644
--- a/data/jurisdictions/us/states/sc/districts/03.md
+++ b/data/jurisdictions/us/states/sc/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 147274
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, sc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/sc/districts/04.md b/data/jurisdictions/us/states/sc/districts/04.md
index 9475d398cd..f113745252 100644
--- a/data/jurisdictions/us/states/sc/districts/04.md
+++ b/data/jurisdictions/us/states/sc/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 205311
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, sc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/sc/districts/05.md b/data/jurisdictions/us/states/sc/districts/05.md
index 8ff90217fa..797c769846 100644
--- a/data/jurisdictions/us/states/sc/districts/05.md
+++ b/data/jurisdictions/us/states/sc/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 167087
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, sc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/sc/districts/06.md b/data/jurisdictions/us/states/sc/districts/06.md
index f19b47dc66..803feb6c57 100644
--- a/data/jurisdictions/us/states/sc/districts/06.md
+++ b/data/jurisdictions/us/states/sc/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 152130
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, sc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/sc/districts/07.md b/data/jurisdictions/us/states/sc/districts/07.md
index 49d65e3dc8..93d3c81409 100644
--- a/data/jurisdictions/us/states/sc/districts/07.md
+++ b/data/jurisdictions/us/states/sc/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 144444
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, sc]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/sc/districts/house/1.md b/data/jurisdictions/us/states/sc/districts/house/1.md
new file mode 100644
index 0000000000..1bdedf15b1
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 1"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 1
+
+State House district 1 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/10.md b/data/jurisdictions/us/states/sc/districts/house/10.md
new file mode 100644
index 0000000000..704eed1450
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 10"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 10
+
+State House district 10 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/100.md b/data/jurisdictions/us/states/sc/districts/house/100.md
new file mode 100644
index 0000000000..b16edfad1c
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 100"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 100
+
+State House district 100 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/101.md b/data/jurisdictions/us/states/sc/districts/house/101.md
new file mode 100644
index 0000000000..ef31ab6cef
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 101"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 101
+
+State House district 101 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/102.md b/data/jurisdictions/us/states/sc/districts/house/102.md
new file mode 100644
index 0000000000..ff57225b9c
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 102"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 102
+
+State House district 102 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/103.md b/data/jurisdictions/us/states/sc/districts/house/103.md
new file mode 100644
index 0000000000..2e55ed3bfa
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 103"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 103
+
+State House district 103 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/104.md b/data/jurisdictions/us/states/sc/districts/house/104.md
new file mode 100644
index 0000000000..60890eedb1
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 104"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 104
+
+State House district 104 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/105.md b/data/jurisdictions/us/states/sc/districts/house/105.md
new file mode 100644
index 0000000000..f3ce985324
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 105"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 105
+
+State House district 105 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/106.md b/data/jurisdictions/us/states/sc/districts/house/106.md
new file mode 100644
index 0000000000..a2693e06bb
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 106"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 106
+
+State House district 106 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/107.md b/data/jurisdictions/us/states/sc/districts/house/107.md
new file mode 100644
index 0000000000..39ca8fe830
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 107"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 107
+
+State House district 107 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/108.md b/data/jurisdictions/us/states/sc/districts/house/108.md
new file mode 100644
index 0000000000..b42a320de2
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 108"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 108
+
+State House district 108 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/109.md b/data/jurisdictions/us/states/sc/districts/house/109.md
new file mode 100644
index 0000000000..e8f440408e
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 109"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 109
+
+State House district 109 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/11.md b/data/jurisdictions/us/states/sc/districts/house/11.md
new file mode 100644
index 0000000000..090b8eafeb
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 11"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 11
+
+State House district 11 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/110.md b/data/jurisdictions/us/states/sc/districts/house/110.md
new file mode 100644
index 0000000000..85685dcdf1
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 110"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 110
+
+State House district 110 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/111.md b/data/jurisdictions/us/states/sc/districts/house/111.md
new file mode 100644
index 0000000000..ea33692c61
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 111"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 111
+
+State House district 111 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/112.md b/data/jurisdictions/us/states/sc/districts/house/112.md
new file mode 100644
index 0000000000..3358977a14
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 112"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 112
+
+State House district 112 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/113.md b/data/jurisdictions/us/states/sc/districts/house/113.md
new file mode 100644
index 0000000000..b4eabb7cd4
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 113"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 113
+
+State House district 113 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/114.md b/data/jurisdictions/us/states/sc/districts/house/114.md
new file mode 100644
index 0000000000..206e221994
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 114"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 114
+
+State House district 114 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/115.md b/data/jurisdictions/us/states/sc/districts/house/115.md
new file mode 100644
index 0000000000..60e2b3a5bb
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 115"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 115
+
+State House district 115 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/116.md b/data/jurisdictions/us/states/sc/districts/house/116.md
new file mode 100644
index 0000000000..3d87bd3809
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 116"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 116
+
+State House district 116 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/117.md b/data/jurisdictions/us/states/sc/districts/house/117.md
new file mode 100644
index 0000000000..c7e8d63328
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 117"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 117
+
+State House district 117 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/118.md b/data/jurisdictions/us/states/sc/districts/house/118.md
new file mode 100644
index 0000000000..137050d783
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 118"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 118
+
+State House district 118 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/119.md b/data/jurisdictions/us/states/sc/districts/house/119.md
new file mode 100644
index 0000000000..ad018a0fcc
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 119"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 119
+
+State House district 119 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/12.md b/data/jurisdictions/us/states/sc/districts/house/12.md
new file mode 100644
index 0000000000..c28b964439
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 12"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 12
+
+State House district 12 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/120.md b/data/jurisdictions/us/states/sc/districts/house/120.md
new file mode 100644
index 0000000000..9cfeef6153
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 120"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 120
+
+State House district 120 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/121.md b/data/jurisdictions/us/states/sc/districts/house/121.md
new file mode 100644
index 0000000000..90e5287461
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/121.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 121"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "121"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 121
+
+State House district 121 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/122.md b/data/jurisdictions/us/states/sc/districts/house/122.md
new file mode 100644
index 0000000000..d309a851fa
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/122.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 122"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "122"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 122
+
+State House district 122 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/123.md b/data/jurisdictions/us/states/sc/districts/house/123.md
new file mode 100644
index 0000000000..2799eaf619
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/123.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 123"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "123"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 123
+
+State House district 123 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/124.md b/data/jurisdictions/us/states/sc/districts/house/124.md
new file mode 100644
index 0000000000..12804cabe4
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/124.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 124"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "124"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 124
+
+State House district 124 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/13.md b/data/jurisdictions/us/states/sc/districts/house/13.md
new file mode 100644
index 0000000000..971e513296
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 13"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 13
+
+State House district 13 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/14.md b/data/jurisdictions/us/states/sc/districts/house/14.md
new file mode 100644
index 0000000000..7fe09efb43
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 14"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 14
+
+State House district 14 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/15.md b/data/jurisdictions/us/states/sc/districts/house/15.md
new file mode 100644
index 0000000000..ad34397a84
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 15"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 15
+
+State House district 15 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/16.md b/data/jurisdictions/us/states/sc/districts/house/16.md
new file mode 100644
index 0000000000..e2f6d49b74
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 16"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 16
+
+State House district 16 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/17.md b/data/jurisdictions/us/states/sc/districts/house/17.md
new file mode 100644
index 0000000000..a99d73578f
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 17"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 17
+
+State House district 17 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/18.md b/data/jurisdictions/us/states/sc/districts/house/18.md
new file mode 100644
index 0000000000..7744b76683
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 18"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 18
+
+State House district 18 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/19.md b/data/jurisdictions/us/states/sc/districts/house/19.md
new file mode 100644
index 0000000000..3a2d112868
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 19"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 19
+
+State House district 19 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/2.md b/data/jurisdictions/us/states/sc/districts/house/2.md
new file mode 100644
index 0000000000..58c144494a
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 2"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 2
+
+State House district 2 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/20.md b/data/jurisdictions/us/states/sc/districts/house/20.md
new file mode 100644
index 0000000000..fe960364c6
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 20"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 20
+
+State House district 20 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/21.md b/data/jurisdictions/us/states/sc/districts/house/21.md
new file mode 100644
index 0000000000..8892f972f0
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 21"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 21
+
+State House district 21 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/22.md b/data/jurisdictions/us/states/sc/districts/house/22.md
new file mode 100644
index 0000000000..36ebbebcc4
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 22"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 22
+
+State House district 22 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/23.md b/data/jurisdictions/us/states/sc/districts/house/23.md
new file mode 100644
index 0000000000..b52e3a4f6a
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 23"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 23
+
+State House district 23 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/24.md b/data/jurisdictions/us/states/sc/districts/house/24.md
new file mode 100644
index 0000000000..59fecaeaf3
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 24"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 24
+
+State House district 24 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/25.md b/data/jurisdictions/us/states/sc/districts/house/25.md
new file mode 100644
index 0000000000..06ad745ed2
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 25"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 25
+
+State House district 25 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/26.md b/data/jurisdictions/us/states/sc/districts/house/26.md
new file mode 100644
index 0000000000..222f89998e
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 26"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 26
+
+State House district 26 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/27.md b/data/jurisdictions/us/states/sc/districts/house/27.md
new file mode 100644
index 0000000000..af2237a4f2
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 27"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 27
+
+State House district 27 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/28.md b/data/jurisdictions/us/states/sc/districts/house/28.md
new file mode 100644
index 0000000000..325e6c2634
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 28"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 28
+
+State House district 28 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/29.md b/data/jurisdictions/us/states/sc/districts/house/29.md
new file mode 100644
index 0000000000..d0e03e8487
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 29"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 29
+
+State House district 29 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/3.md b/data/jurisdictions/us/states/sc/districts/house/3.md
new file mode 100644
index 0000000000..d7c15b45d4
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 3"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 3
+
+State House district 3 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/30.md b/data/jurisdictions/us/states/sc/districts/house/30.md
new file mode 100644
index 0000000000..75e89b14ff
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 30"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 30
+
+State House district 30 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/31.md b/data/jurisdictions/us/states/sc/districts/house/31.md
new file mode 100644
index 0000000000..a75a9a7f25
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 31"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 31
+
+State House district 31 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/32.md b/data/jurisdictions/us/states/sc/districts/house/32.md
new file mode 100644
index 0000000000..c7c77d4dd7
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 32"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 32
+
+State House district 32 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/33.md b/data/jurisdictions/us/states/sc/districts/house/33.md
new file mode 100644
index 0000000000..5eb0e6dea5
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 33"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 33
+
+State House district 33 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/34.md b/data/jurisdictions/us/states/sc/districts/house/34.md
new file mode 100644
index 0000000000..9cca54dc42
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 34"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 34
+
+State House district 34 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/35.md b/data/jurisdictions/us/states/sc/districts/house/35.md
new file mode 100644
index 0000000000..c5b024a7cc
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 35"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 35
+
+State House district 35 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/36.md b/data/jurisdictions/us/states/sc/districts/house/36.md
new file mode 100644
index 0000000000..182ef7ea5f
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 36"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 36
+
+State House district 36 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/37.md b/data/jurisdictions/us/states/sc/districts/house/37.md
new file mode 100644
index 0000000000..f7a1ecac52
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 37"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 37
+
+State House district 37 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/38.md b/data/jurisdictions/us/states/sc/districts/house/38.md
new file mode 100644
index 0000000000..958a47d92f
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 38"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 38
+
+State House district 38 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/39.md b/data/jurisdictions/us/states/sc/districts/house/39.md
new file mode 100644
index 0000000000..d3a95fe643
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 39"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 39
+
+State House district 39 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/4.md b/data/jurisdictions/us/states/sc/districts/house/4.md
new file mode 100644
index 0000000000..31d56d63cd
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 4"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 4
+
+State House district 4 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/40.md b/data/jurisdictions/us/states/sc/districts/house/40.md
new file mode 100644
index 0000000000..a283b67d8d
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 40"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 40
+
+State House district 40 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/41.md b/data/jurisdictions/us/states/sc/districts/house/41.md
new file mode 100644
index 0000000000..924fa3166e
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 41"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 41
+
+State House district 41 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/42.md b/data/jurisdictions/us/states/sc/districts/house/42.md
new file mode 100644
index 0000000000..8fc1c002e4
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 42"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 42
+
+State House district 42 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/43.md b/data/jurisdictions/us/states/sc/districts/house/43.md
new file mode 100644
index 0000000000..57409dc7fd
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 43"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 43
+
+State House district 43 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/44.md b/data/jurisdictions/us/states/sc/districts/house/44.md
new file mode 100644
index 0000000000..5fc8d77e7e
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 44"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 44
+
+State House district 44 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/45.md b/data/jurisdictions/us/states/sc/districts/house/45.md
new file mode 100644
index 0000000000..d3ef82312f
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 45"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 45
+
+State House district 45 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/46.md b/data/jurisdictions/us/states/sc/districts/house/46.md
new file mode 100644
index 0000000000..3a4e6262ae
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 46"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 46
+
+State House district 46 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/47.md b/data/jurisdictions/us/states/sc/districts/house/47.md
new file mode 100644
index 0000000000..55fb6f0184
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 47"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 47
+
+State House district 47 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/48.md b/data/jurisdictions/us/states/sc/districts/house/48.md
new file mode 100644
index 0000000000..ac453a7668
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 48"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 48
+
+State House district 48 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/49.md b/data/jurisdictions/us/states/sc/districts/house/49.md
new file mode 100644
index 0000000000..f91ace3532
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 49"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 49
+
+State House district 49 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/5.md b/data/jurisdictions/us/states/sc/districts/house/5.md
new file mode 100644
index 0000000000..547fb3773e
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 5"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 5
+
+State House district 5 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/50.md b/data/jurisdictions/us/states/sc/districts/house/50.md
new file mode 100644
index 0000000000..75af4a0b9b
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 50"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 50
+
+State House district 50 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/51.md b/data/jurisdictions/us/states/sc/districts/house/51.md
new file mode 100644
index 0000000000..9549eeab6f
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 51"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 51
+
+State House district 51 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/52.md b/data/jurisdictions/us/states/sc/districts/house/52.md
new file mode 100644
index 0000000000..28bf5ed3ea
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 52"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 52
+
+State House district 52 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/53.md b/data/jurisdictions/us/states/sc/districts/house/53.md
new file mode 100644
index 0000000000..0436920f66
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 53"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 53
+
+State House district 53 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/54.md b/data/jurisdictions/us/states/sc/districts/house/54.md
new file mode 100644
index 0000000000..6720a21bfe
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 54"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 54
+
+State House district 54 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/55.md b/data/jurisdictions/us/states/sc/districts/house/55.md
new file mode 100644
index 0000000000..ff3527ad17
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 55"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 55
+
+State House district 55 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/56.md b/data/jurisdictions/us/states/sc/districts/house/56.md
new file mode 100644
index 0000000000..acab5a7942
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 56"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 56
+
+State House district 56 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/57.md b/data/jurisdictions/us/states/sc/districts/house/57.md
new file mode 100644
index 0000000000..4e7f658630
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 57"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 57
+
+State House district 57 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/58.md b/data/jurisdictions/us/states/sc/districts/house/58.md
new file mode 100644
index 0000000000..cc06e6f409
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 58"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 58
+
+State House district 58 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/59.md b/data/jurisdictions/us/states/sc/districts/house/59.md
new file mode 100644
index 0000000000..6f8b508040
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 59"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 59
+
+State House district 59 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/6.md b/data/jurisdictions/us/states/sc/districts/house/6.md
new file mode 100644
index 0000000000..b48dcab9c2
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 6"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 6
+
+State House district 6 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/60.md b/data/jurisdictions/us/states/sc/districts/house/60.md
new file mode 100644
index 0000000000..368b2ddb52
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 60"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 60
+
+State House district 60 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/61.md b/data/jurisdictions/us/states/sc/districts/house/61.md
new file mode 100644
index 0000000000..8217afc0d6
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 61"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 61
+
+State House district 61 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/62.md b/data/jurisdictions/us/states/sc/districts/house/62.md
new file mode 100644
index 0000000000..fa8dc698ac
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 62"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 62
+
+State House district 62 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/63.md b/data/jurisdictions/us/states/sc/districts/house/63.md
new file mode 100644
index 0000000000..9b84b20f05
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 63"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 63
+
+State House district 63 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/64.md b/data/jurisdictions/us/states/sc/districts/house/64.md
new file mode 100644
index 0000000000..671339dc0b
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 64"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 64
+
+State House district 64 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/65.md b/data/jurisdictions/us/states/sc/districts/house/65.md
new file mode 100644
index 0000000000..6502d36ff5
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 65"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 65
+
+State House district 65 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/66.md b/data/jurisdictions/us/states/sc/districts/house/66.md
new file mode 100644
index 0000000000..14af7d599c
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 66"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 66
+
+State House district 66 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/67.md b/data/jurisdictions/us/states/sc/districts/house/67.md
new file mode 100644
index 0000000000..032dae88e3
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 67"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 67
+
+State House district 67 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/68.md b/data/jurisdictions/us/states/sc/districts/house/68.md
new file mode 100644
index 0000000000..a6fa517eac
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 68"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 68
+
+State House district 68 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/69.md b/data/jurisdictions/us/states/sc/districts/house/69.md
new file mode 100644
index 0000000000..4596250089
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 69"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 69
+
+State House district 69 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/7.md b/data/jurisdictions/us/states/sc/districts/house/7.md
new file mode 100644
index 0000000000..0076ec7365
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 7"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 7
+
+State House district 7 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/70.md b/data/jurisdictions/us/states/sc/districts/house/70.md
new file mode 100644
index 0000000000..6f867534a2
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 70"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 70
+
+State House district 70 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/71.md b/data/jurisdictions/us/states/sc/districts/house/71.md
new file mode 100644
index 0000000000..88400ff6cb
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 71"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 71
+
+State House district 71 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/72.md b/data/jurisdictions/us/states/sc/districts/house/72.md
new file mode 100644
index 0000000000..860c800f61
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 72"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 72
+
+State House district 72 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/73.md b/data/jurisdictions/us/states/sc/districts/house/73.md
new file mode 100644
index 0000000000..fc11a5670a
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 73"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 73
+
+State House district 73 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/74.md b/data/jurisdictions/us/states/sc/districts/house/74.md
new file mode 100644
index 0000000000..edcff9fc30
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 74"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 74
+
+State House district 74 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/75.md b/data/jurisdictions/us/states/sc/districts/house/75.md
new file mode 100644
index 0000000000..67f3d07cfd
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 75"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 75
+
+State House district 75 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/76.md b/data/jurisdictions/us/states/sc/districts/house/76.md
new file mode 100644
index 0000000000..ced02871c3
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 76"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 76
+
+State House district 76 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/77.md b/data/jurisdictions/us/states/sc/districts/house/77.md
new file mode 100644
index 0000000000..c1de63947f
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 77"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 77
+
+State House district 77 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/78.md b/data/jurisdictions/us/states/sc/districts/house/78.md
new file mode 100644
index 0000000000..81ba511de2
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 78"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 78
+
+State House district 78 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/79.md b/data/jurisdictions/us/states/sc/districts/house/79.md
new file mode 100644
index 0000000000..5152a224f9
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 79"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 79
+
+State House district 79 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/8.md b/data/jurisdictions/us/states/sc/districts/house/8.md
new file mode 100644
index 0000000000..ffff057abd
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 8"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 8
+
+State House district 8 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/80.md b/data/jurisdictions/us/states/sc/districts/house/80.md
new file mode 100644
index 0000000000..97b5324cbc
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 80"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 80
+
+State House district 80 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/81.md b/data/jurisdictions/us/states/sc/districts/house/81.md
new file mode 100644
index 0000000000..8849f876b7
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 81"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 81
+
+State House district 81 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/82.md b/data/jurisdictions/us/states/sc/districts/house/82.md
new file mode 100644
index 0000000000..f600c81b1b
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 82"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 82
+
+State House district 82 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/83.md b/data/jurisdictions/us/states/sc/districts/house/83.md
new file mode 100644
index 0000000000..521e7e4c3c
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 83"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 83
+
+State House district 83 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/84.md b/data/jurisdictions/us/states/sc/districts/house/84.md
new file mode 100644
index 0000000000..1937dbf769
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 84"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 84
+
+State House district 84 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/85.md b/data/jurisdictions/us/states/sc/districts/house/85.md
new file mode 100644
index 0000000000..64c7e04119
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 85"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 85
+
+State House district 85 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/86.md b/data/jurisdictions/us/states/sc/districts/house/86.md
new file mode 100644
index 0000000000..30f205b173
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 86"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 86
+
+State House district 86 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/87.md b/data/jurisdictions/us/states/sc/districts/house/87.md
new file mode 100644
index 0000000000..d2fd0271cd
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 87"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 87
+
+State House district 87 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/88.md b/data/jurisdictions/us/states/sc/districts/house/88.md
new file mode 100644
index 0000000000..dfaaf52ee4
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 88"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 88
+
+State House district 88 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/89.md b/data/jurisdictions/us/states/sc/districts/house/89.md
new file mode 100644
index 0000000000..5d79e6bdaf
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 89"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 89
+
+State House district 89 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/9.md b/data/jurisdictions/us/states/sc/districts/house/9.md
new file mode 100644
index 0000000000..3b153be187
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 9"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 9
+
+State House district 9 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/90.md b/data/jurisdictions/us/states/sc/districts/house/90.md
new file mode 100644
index 0000000000..97ca7cc76e
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 90"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 90
+
+State House district 90 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/91.md b/data/jurisdictions/us/states/sc/districts/house/91.md
new file mode 100644
index 0000000000..9d3568ff5b
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 91"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 91
+
+State House district 91 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/92.md b/data/jurisdictions/us/states/sc/districts/house/92.md
new file mode 100644
index 0000000000..1c58a2145e
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 92"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 92
+
+State House district 92 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/93.md b/data/jurisdictions/us/states/sc/districts/house/93.md
new file mode 100644
index 0000000000..f556701394
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 93"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 93
+
+State House district 93 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/94.md b/data/jurisdictions/us/states/sc/districts/house/94.md
new file mode 100644
index 0000000000..b2e2bbd474
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 94"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 94
+
+State House district 94 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/95.md b/data/jurisdictions/us/states/sc/districts/house/95.md
new file mode 100644
index 0000000000..d7be81b42d
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 95"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 95
+
+State House district 95 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/96.md b/data/jurisdictions/us/states/sc/districts/house/96.md
new file mode 100644
index 0000000000..f69583cd5b
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 96"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 96
+
+State House district 96 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/97.md b/data/jurisdictions/us/states/sc/districts/house/97.md
new file mode 100644
index 0000000000..a68fee2de0
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 97"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 97
+
+State House district 97 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/98.md b/data/jurisdictions/us/states/sc/districts/house/98.md
new file mode 100644
index 0000000000..f979352f59
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 98"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 98
+
+State House district 98 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/house/99.md b/data/jurisdictions/us/states/sc/districts/house/99.md
new file mode 100644
index 0000000000..1792a8ed79
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC House District 99"
+classification: state-house-district
+state: "SC"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC House District 99
+
+State House district 99 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/1.md b/data/jurisdictions/us/states/sc/districts/senate/1.md
new file mode 100644
index 0000000000..12a84dd15c
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 1"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 1
+
+State Senate district 1 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/10.md b/data/jurisdictions/us/states/sc/districts/senate/10.md
new file mode 100644
index 0000000000..2d02fe9a6f
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 10"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 10
+
+State Senate district 10 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/11.md b/data/jurisdictions/us/states/sc/districts/senate/11.md
new file mode 100644
index 0000000000..57448348b3
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 11"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 11
+
+State Senate district 11 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/12.md b/data/jurisdictions/us/states/sc/districts/senate/12.md
new file mode 100644
index 0000000000..82d60ea62a
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 12"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 12
+
+State Senate district 12 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/13.md b/data/jurisdictions/us/states/sc/districts/senate/13.md
new file mode 100644
index 0000000000..9cfcb2a167
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 13"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 13
+
+State Senate district 13 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/14.md b/data/jurisdictions/us/states/sc/districts/senate/14.md
new file mode 100644
index 0000000000..3da7e847a3
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 14"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 14
+
+State Senate district 14 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/15.md b/data/jurisdictions/us/states/sc/districts/senate/15.md
new file mode 100644
index 0000000000..90af639d79
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 15"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 15
+
+State Senate district 15 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/16.md b/data/jurisdictions/us/states/sc/districts/senate/16.md
new file mode 100644
index 0000000000..d9f14317c1
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 16"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 16
+
+State Senate district 16 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/17.md b/data/jurisdictions/us/states/sc/districts/senate/17.md
new file mode 100644
index 0000000000..9cbf9f05dc
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 17"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 17
+
+State Senate district 17 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/18.md b/data/jurisdictions/us/states/sc/districts/senate/18.md
new file mode 100644
index 0000000000..d789a07e27
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 18"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 18
+
+State Senate district 18 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/19.md b/data/jurisdictions/us/states/sc/districts/senate/19.md
new file mode 100644
index 0000000000..9ccc8c7812
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 19"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 19
+
+State Senate district 19 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/2.md b/data/jurisdictions/us/states/sc/districts/senate/2.md
new file mode 100644
index 0000000000..10443a9b23
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 2"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 2
+
+State Senate district 2 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/20.md b/data/jurisdictions/us/states/sc/districts/senate/20.md
new file mode 100644
index 0000000000..d88e37ef01
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 20"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 20
+
+State Senate district 20 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/21.md b/data/jurisdictions/us/states/sc/districts/senate/21.md
new file mode 100644
index 0000000000..50b007cc02
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 21"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 21
+
+State Senate district 21 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/22.md b/data/jurisdictions/us/states/sc/districts/senate/22.md
new file mode 100644
index 0000000000..d990612f2b
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 22"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 22
+
+State Senate district 22 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/23.md b/data/jurisdictions/us/states/sc/districts/senate/23.md
new file mode 100644
index 0000000000..627d2475d1
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 23"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 23
+
+State Senate district 23 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/24.md b/data/jurisdictions/us/states/sc/districts/senate/24.md
new file mode 100644
index 0000000000..c73c2b97df
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 24"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 24
+
+State Senate district 24 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/25.md b/data/jurisdictions/us/states/sc/districts/senate/25.md
new file mode 100644
index 0000000000..2405a8ab83
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 25"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 25
+
+State Senate district 25 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/26.md b/data/jurisdictions/us/states/sc/districts/senate/26.md
new file mode 100644
index 0000000000..8ba40b4ee8
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 26"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 26
+
+State Senate district 26 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/27.md b/data/jurisdictions/us/states/sc/districts/senate/27.md
new file mode 100644
index 0000000000..4b736b9ae9
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 27"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 27
+
+State Senate district 27 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/28.md b/data/jurisdictions/us/states/sc/districts/senate/28.md
new file mode 100644
index 0000000000..bf96c0283a
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 28"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 28
+
+State Senate district 28 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/29.md b/data/jurisdictions/us/states/sc/districts/senate/29.md
new file mode 100644
index 0000000000..076d32b0f3
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 29"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 29
+
+State Senate district 29 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/3.md b/data/jurisdictions/us/states/sc/districts/senate/3.md
new file mode 100644
index 0000000000..8dd2f1b634
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 3"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 3
+
+State Senate district 3 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/30.md b/data/jurisdictions/us/states/sc/districts/senate/30.md
new file mode 100644
index 0000000000..288216ddfa
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 30"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 30
+
+State Senate district 30 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/31.md b/data/jurisdictions/us/states/sc/districts/senate/31.md
new file mode 100644
index 0000000000..e46e6a9abf
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 31"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 31
+
+State Senate district 31 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/32.md b/data/jurisdictions/us/states/sc/districts/senate/32.md
new file mode 100644
index 0000000000..6433425707
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 32"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 32
+
+State Senate district 32 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/33.md b/data/jurisdictions/us/states/sc/districts/senate/33.md
new file mode 100644
index 0000000000..100baaad82
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 33"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 33
+
+State Senate district 33 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/34.md b/data/jurisdictions/us/states/sc/districts/senate/34.md
new file mode 100644
index 0000000000..7383939d58
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 34"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 34
+
+State Senate district 34 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/35.md b/data/jurisdictions/us/states/sc/districts/senate/35.md
new file mode 100644
index 0000000000..d43e9e12c9
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 35"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 35
+
+State Senate district 35 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/36.md b/data/jurisdictions/us/states/sc/districts/senate/36.md
new file mode 100644
index 0000000000..79023642a9
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 36"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 36
+
+State Senate district 36 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/37.md b/data/jurisdictions/us/states/sc/districts/senate/37.md
new file mode 100644
index 0000000000..a45a7910be
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 37"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 37
+
+State Senate district 37 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/38.md b/data/jurisdictions/us/states/sc/districts/senate/38.md
new file mode 100644
index 0000000000..d569450e0b
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 38"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 38
+
+State Senate district 38 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/39.md b/data/jurisdictions/us/states/sc/districts/senate/39.md
new file mode 100644
index 0000000000..87ec122842
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 39"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 39
+
+State Senate district 39 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/4.md b/data/jurisdictions/us/states/sc/districts/senate/4.md
new file mode 100644
index 0000000000..0e3134b0c9
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 4"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 4
+
+State Senate district 4 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/40.md b/data/jurisdictions/us/states/sc/districts/senate/40.md
new file mode 100644
index 0000000000..54722f70ca
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 40"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 40
+
+State Senate district 40 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/41.md b/data/jurisdictions/us/states/sc/districts/senate/41.md
new file mode 100644
index 0000000000..174e9e8cb4
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 41"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 41
+
+State Senate district 41 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/42.md b/data/jurisdictions/us/states/sc/districts/senate/42.md
new file mode 100644
index 0000000000..78d4c2341a
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 42"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 42
+
+State Senate district 42 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/43.md b/data/jurisdictions/us/states/sc/districts/senate/43.md
new file mode 100644
index 0000000000..515b7da905
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 43"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 43
+
+State Senate district 43 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/44.md b/data/jurisdictions/us/states/sc/districts/senate/44.md
new file mode 100644
index 0000000000..7e70338b1b
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 44"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 44
+
+State Senate district 44 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/45.md b/data/jurisdictions/us/states/sc/districts/senate/45.md
new file mode 100644
index 0000000000..d0d0b028de
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 45"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 45
+
+State Senate district 45 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/46.md b/data/jurisdictions/us/states/sc/districts/senate/46.md
new file mode 100644
index 0000000000..d50fbda94f
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 46"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 46
+
+State Senate district 46 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/5.md b/data/jurisdictions/us/states/sc/districts/senate/5.md
new file mode 100644
index 0000000000..b005cb1f30
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 5"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 5
+
+State Senate district 5 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/6.md b/data/jurisdictions/us/states/sc/districts/senate/6.md
new file mode 100644
index 0000000000..23df761191
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 6"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 6
+
+State Senate district 6 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/7.md b/data/jurisdictions/us/states/sc/districts/senate/7.md
new file mode 100644
index 0000000000..1568e83b90
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 7"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 7
+
+State Senate district 7 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/8.md b/data/jurisdictions/us/states/sc/districts/senate/8.md
new file mode 100644
index 0000000000..b73d09bd03
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 8"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 8
+
+State Senate district 8 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/districts/senate/9.md b/data/jurisdictions/us/states/sc/districts/senate/9.md
new file mode 100644
index 0000000000..ba958b57b8
--- /dev/null
+++ b/data/jurisdictions/us/states/sc/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SC Senate District 9"
+classification: state-senate-district
+state: "SC"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sc]
+timestamp: "2026-07-03"
+---
+
+# SC Senate District 9
+
+State Senate district 9 (SC).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sc/people/adam-duncan.md b/data/jurisdictions/us/states/sc/people/adam-duncan.md
index f932e8b22a..7340e6c35b 100644
--- a/data/jurisdictions/us/states/sc/people/adam-duncan.md
+++ b/data/jurisdictions/us/states/sc/people/adam-duncan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 2"
+represents: "us/states/sc/districts/house/2"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 2 (SC State House of Representatives District 2).
 
+Represents [SC State House of Representatives District 2](/us/states/sc/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/alan-morgan.md b/data/jurisdictions/us/states/sc/people/alan-morgan.md
index e8475427bc..82cfa3add8 100644
--- a/data/jurisdictions/us/states/sc/people/alan-morgan.md
+++ b/data/jurisdictions/us/states/sc/people/alan-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 18"
+represents: "us/states/sc/districts/house/18"
 tenure:
   start: "2022-06-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 18 (SC State House of Representatives District 18).
 
+Represents [SC State House of Representatives District 18](/us/states/sc/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/allen-blackmon.md b/data/jurisdictions/us/states/sc/people/allen-blackmon.md
index 8e99bdbb86..f64e32391d 100644
--- a/data/jurisdictions/us/states/sc/people/allen-blackmon.md
+++ b/data/jurisdictions/us/states/sc/people/allen-blackmon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 27"
+represents: "us/states/sc/districts/senate/27"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 27 (SC State Senate District 27).
 
+Represents [SC State Senate District 27](/us/states/sc/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/annie-mcdaniel.md b/data/jurisdictions/us/states/sc/people/annie-mcdaniel.md
index d0a39d6e69..adf1dbc4dc 100644
--- a/data/jurisdictions/us/states/sc/people/annie-mcdaniel.md
+++ b/data/jurisdictions/us/states/sc/people/annie-mcdaniel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 41"
+represents: "us/states/sc/districts/house/41"
 tenure:
   start: "2018-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 41 (SC State House of Representatives District 41).
 
+Represents [SC State House of Representatives District 41](/us/states/sc/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/april-cromer.md b/data/jurisdictions/us/states/sc/people/april-cromer.md
index 6336d29a7c..d601e5f826 100644
--- a/data/jurisdictions/us/states/sc/people/april-cromer.md
+++ b/data/jurisdictions/us/states/sc/people/april-cromer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 6"
+represents: "us/states/sc/districts/house/6"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 6 (SC State House of Representatives District 6).
 
+Represents [SC State House of Representatives District 6](/us/states/sc/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/beth-bernstein.md b/data/jurisdictions/us/states/sc/people/beth-bernstein.md
index 0101f14e54..091f7d51ab 100644
--- a/data/jurisdictions/us/states/sc/people/beth-bernstein.md
+++ b/data/jurisdictions/us/states/sc/people/beth-bernstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 78"
+represents: "us/states/sc/districts/house/78"
 tenure:
   start: "2012-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 78 (SC State House of Representatives District 78).
 
+Represents [SC State House of Representatives District 78](/us/states/sc/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/bill-chumley.md b/data/jurisdictions/us/states/sc/people/bill-chumley.md
index 75a131251c..b48f492c3b 100644
--- a/data/jurisdictions/us/states/sc/people/bill-chumley.md
+++ b/data/jurisdictions/us/states/sc/people/bill-chumley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 35"
+represents: "us/states/sc/districts/house/35"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 35 (SC State House of Representatives District 35).
 
+Represents [SC State House of Representatives District 35](/us/states/sc/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/bill-clyburn.md b/data/jurisdictions/us/states/sc/people/bill-clyburn.md
index 9ad1755172..6c54fdbbe8 100644
--- a/data/jurisdictions/us/states/sc/people/bill-clyburn.md
+++ b/data/jurisdictions/us/states/sc/people/bill-clyburn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 82"
+represents: "us/states/sc/districts/house/82"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 82 (SC State House of Representatives District 82).
 
+Represents [SC State House of Representatives District 82](/us/states/sc/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/bill-hager.md b/data/jurisdictions/us/states/sc/people/bill-hager.md
index fbef832028..117c6f5646 100644
--- a/data/jurisdictions/us/states/sc/people/bill-hager.md
+++ b/data/jurisdictions/us/states/sc/people/bill-hager.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 122"
+represents: "us/states/sc/districts/house/122"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 122 (SC State House of Representatives District 122).
 
+Represents [SC State House of Representatives District 122](/us/states/sc/districts/house/122.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/bill-herbkersman.md b/data/jurisdictions/us/states/sc/people/bill-herbkersman.md
index f3b4428426..cf4c98a4e9 100644
--- a/data/jurisdictions/us/states/sc/people/bill-herbkersman.md
+++ b/data/jurisdictions/us/states/sc/people/bill-herbkersman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 118"
+represents: "us/states/sc/districts/house/118"
 tenure:
   start: "2002-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 118 (SC State House of Representatives District 118).
 
+Represents [SC State House of Representatives District 118](/us/states/sc/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/bill-hixon.md b/data/jurisdictions/us/states/sc/people/bill-hixon.md
index 34cd12078c..5bb7b79511 100644
--- a/data/jurisdictions/us/states/sc/people/bill-hixon.md
+++ b/data/jurisdictions/us/states/sc/people/bill-hixon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 83"
+represents: "us/states/sc/districts/house/83"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 83 (SC State House of Representatives District 83).
 
+Represents [SC State House of Representatives District 83](/us/states/sc/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/bill-taylor.md b/data/jurisdictions/us/states/sc/people/bill-taylor.md
index d8bc390d91..64fb827ec2 100644
--- a/data/jurisdictions/us/states/sc/people/bill-taylor.md
+++ b/data/jurisdictions/us/states/sc/people/bill-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 86"
+represents: "us/states/sc/districts/house/86"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 86 (SC State House of Representatives District 86).
 
+Represents [SC State House of Representatives District 86](/us/states/sc/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/bill-whitmire.md b/data/jurisdictions/us/states/sc/people/bill-whitmire.md
index a824aac674..b85c46bb46 100644
--- a/data/jurisdictions/us/states/sc/people/bill-whitmire.md
+++ b/data/jurisdictions/us/states/sc/people/bill-whitmire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 1"
+represents: "us/states/sc/districts/house/1"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 1 (SC State House of Representatives District 1).
 
+Represents [SC State House of Representatives District 1](/us/states/sc/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/billy-garrett.md b/data/jurisdictions/us/states/sc/people/billy-garrett.md
index 3e7186389d..a7e5ae982c 100644
--- a/data/jurisdictions/us/states/sc/people/billy-garrett.md
+++ b/data/jurisdictions/us/states/sc/people/billy-garrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 10"
+represents: "us/states/sc/districts/senate/10"
 tenure:
   start: "2020-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 10 (SC State Senate District 10).
 
+Represents [SC State Senate District 10](/us/states/sc/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/blake-sanders.md b/data/jurisdictions/us/states/sc/people/blake-sanders.md
index 340f08ceda..35938a9c16 100644
--- a/data/jurisdictions/us/states/sc/people/blake-sanders.md
+++ b/data/jurisdictions/us/states/sc/people/blake-sanders.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 9"
+represents: "us/states/sc/districts/house/9"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 9 (SC State House of Representatives District 9).
 
+Represents [SC State House of Representatives District 9](/us/states/sc/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/brad-hutto.md b/data/jurisdictions/us/states/sc/people/brad-hutto.md
index bb6c50bb4c..d918474d63 100644
--- a/data/jurisdictions/us/states/sc/people/brad-hutto.md
+++ b/data/jurisdictions/us/states/sc/people/brad-hutto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 40"
+represents: "us/states/sc/districts/senate/40"
 tenure:
   start: "1996-04-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 40 (SC State Senate District 40).
 
+Represents [SC State Senate District 40](/us/states/sc/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/brandon-cox.md b/data/jurisdictions/us/states/sc/people/brandon-cox.md
index 9853dc736f..1272abd987 100644
--- a/data/jurisdictions/us/states/sc/people/brandon-cox.md
+++ b/data/jurisdictions/us/states/sc/people/brandon-cox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 92"
+represents: "us/states/sc/districts/house/92"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 92 (SC State House of Representatives District 92).
 
+Represents [SC State House of Representatives District 92](/us/states/sc/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/brandon-guffey.md b/data/jurisdictions/us/states/sc/people/brandon-guffey.md
index f6b7bf280b..dbc47fb433 100644
--- a/data/jurisdictions/us/states/sc/people/brandon-guffey.md
+++ b/data/jurisdictions/us/states/sc/people/brandon-guffey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 48"
+represents: "us/states/sc/districts/house/48"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 48 (SC State House of Representatives District 48).
 
+Represents [SC State House of Representatives District 48](/us/states/sc/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/brandon-newton.md b/data/jurisdictions/us/states/sc/people/brandon-newton.md
index 4e35b628d8..a2159c987e 100644
--- a/data/jurisdictions/us/states/sc/people/brandon-newton.md
+++ b/data/jurisdictions/us/states/sc/people/brandon-newton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 45"
+represents: "us/states/sc/districts/house/45"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 45 (SC State House of Representatives District 45).
 
+Represents [SC State House of Representatives District 45](/us/states/sc/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/brian-adams.md b/data/jurisdictions/us/states/sc/people/brian-adams.md
index 176aef102e..27a0f97d46 100644
--- a/data/jurisdictions/us/states/sc/people/brian-adams.md
+++ b/data/jurisdictions/us/states/sc/people/brian-adams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 44"
+represents: "us/states/sc/districts/senate/44"
 tenure:
   start: "2020-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 44 (SC State Senate District 44).
 
+Represents [SC State Senate District 44](/us/states/sc/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/brian-lawson.md b/data/jurisdictions/us/states/sc/people/brian-lawson.md
index b25f109907..8b36e094a2 100644
--- a/data/jurisdictions/us/states/sc/people/brian-lawson.md
+++ b/data/jurisdictions/us/states/sc/people/brian-lawson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 30"
+represents: "us/states/sc/districts/house/30"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 30 (SC State House of Representatives District 30).
 
+Represents [SC State House of Representatives District 30](/us/states/sc/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/bruce-bannister.md b/data/jurisdictions/us/states/sc/people/bruce-bannister.md
index d780a48020..fa506c0121 100644
--- a/data/jurisdictions/us/states/sc/people/bruce-bannister.md
+++ b/data/jurisdictions/us/states/sc/people/bruce-bannister.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 24"
+represents: "us/states/sc/districts/house/24"
 tenure:
   start: "2005-10-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 24 (SC State House of Representatives District 24).
 
+Represents [SC State House of Representatives District 24](/us/states/sc/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/cal-forrest.md b/data/jurisdictions/us/states/sc/people/cal-forrest.md
index 8c591df2a1..a901d5a080 100644
--- a/data/jurisdictions/us/states/sc/people/cal-forrest.md
+++ b/data/jurisdictions/us/states/sc/people/cal-forrest.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 39"
+represents: "us/states/sc/districts/house/39"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 39 (SC State House of Representatives District 39).
 
+Represents [SC State House of Representatives District 39](/us/states/sc/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/carl-anderson.md b/data/jurisdictions/us/states/sc/people/carl-anderson.md
index 7429968480..b4249fbea6 100644
--- a/data/jurisdictions/us/states/sc/people/carl-anderson.md
+++ b/data/jurisdictions/us/states/sc/people/carl-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 103"
+represents: "us/states/sc/districts/house/103"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 103 (SC State House of Representatives District 103).
 
+Represents [SC State House of Representatives District 103](/us/states/sc/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/carla-schuessler.md b/data/jurisdictions/us/states/sc/people/carla-schuessler.md
index 32c110346a..61fa2198b0 100644
--- a/data/jurisdictions/us/states/sc/people/carla-schuessler.md
+++ b/data/jurisdictions/us/states/sc/people/carla-schuessler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 61"
+represents: "us/states/sc/districts/house/61"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 61 (SC State House of Representatives District 61).
 
+Represents [SC State House of Representatives District 61](/us/states/sc/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/carlisle-kennedy.md b/data/jurisdictions/us/states/sc/people/carlisle-kennedy.md
index 191233ba56..3a920095d2 100644
--- a/data/jurisdictions/us/states/sc/people/carlisle-kennedy.md
+++ b/data/jurisdictions/us/states/sc/people/carlisle-kennedy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 23"
+represents: "us/states/sc/districts/senate/23"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 23 (SC State Senate District 23).
 
+Represents [SC State Senate District 23](/us/states/sc/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/case-brittain.md b/data/jurisdictions/us/states/sc/people/case-brittain.md
index c26e05b850..d9bb5de6be 100644
--- a/data/jurisdictions/us/states/sc/people/case-brittain.md
+++ b/data/jurisdictions/us/states/sc/people/case-brittain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 107"
+represents: "us/states/sc/districts/house/107"
 tenure:
   start: "2020-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 107 (SC State House of Representatives District 107).
 
+Represents [SC State House of Representatives District 107](/us/states/sc/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/chandra-dillard.md b/data/jurisdictions/us/states/sc/people/chandra-dillard.md
index bfe9389353..68be36aa59 100644
--- a/data/jurisdictions/us/states/sc/people/chandra-dillard.md
+++ b/data/jurisdictions/us/states/sc/people/chandra-dillard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 23"
+represents: "us/states/sc/districts/house/23"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 23 (SC State House of Representatives District 23).
 
+Represents [SC State House of Representatives District 23](/us/states/sc/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/charlie-hartz.md b/data/jurisdictions/us/states/sc/people/charlie-hartz.md
index 231462e923..6e6e724f67 100644
--- a/data/jurisdictions/us/states/sc/people/charlie-hartz.md
+++ b/data/jurisdictions/us/states/sc/people/charlie-hartz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 81"
+represents: "us/states/sc/districts/house/81"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 81 (SC State House of Representatives District 81).
 
+Represents [SC State House of Representatives District 81](/us/states/sc/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/chip-campsen.md b/data/jurisdictions/us/states/sc/people/chip-campsen.md
index a070532bc8..2dfda88df2 100644
--- a/data/jurisdictions/us/states/sc/people/chip-campsen.md
+++ b/data/jurisdictions/us/states/sc/people/chip-campsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 43"
+represents: "us/states/sc/districts/senate/43"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 43 (SC State Senate District 43).
 
+Represents [SC State Senate District 43](/us/states/sc/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/chris-hart.md b/data/jurisdictions/us/states/sc/people/chris-hart.md
index 07ca773c11..ebbceb35ac 100644
--- a/data/jurisdictions/us/states/sc/people/chris-hart.md
+++ b/data/jurisdictions/us/states/sc/people/chris-hart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 73"
+represents: "us/states/sc/districts/house/73"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 73 (SC State House of Representatives District 73).
 
+Represents [SC State House of Representatives District 73](/us/states/sc/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/chris-huff.md b/data/jurisdictions/us/states/sc/people/chris-huff.md
index a510b911f7..a8f0699a6d 100644
--- a/data/jurisdictions/us/states/sc/people/chris-huff.md
+++ b/data/jurisdictions/us/states/sc/people/chris-huff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 28"
+represents: "us/states/sc/districts/house/28"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 28 (SC State House of Representatives District 28).
 
+Represents [SC State House of Representatives District 28](/us/states/sc/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/chris-wooten.md b/data/jurisdictions/us/states/sc/people/chris-wooten.md
index 5804bbb56a..7777413614 100644
--- a/data/jurisdictions/us/states/sc/people/chris-wooten.md
+++ b/data/jurisdictions/us/states/sc/people/chris-wooten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 69"
+represents: "us/states/sc/districts/house/69"
 tenure:
   start: "2018-05-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 69 (SC State House of Representatives District 69).
 
+Represents [SC State House of Representatives District 69](/us/states/sc/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/cody-mitchell.md b/data/jurisdictions/us/states/sc/people/cody-mitchell.md
index 08c84164f2..e2e09068ef 100644
--- a/data/jurisdictions/us/states/sc/people/cody-mitchell.md
+++ b/data/jurisdictions/us/states/sc/people/cody-mitchell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 65"
+represents: "us/states/sc/districts/house/65"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 65 (SC State House of Representatives District 65).
 
+Represents [SC State House of Representatives District 65](/us/states/sc/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/courtney-waters.md b/data/jurisdictions/us/states/sc/people/courtney-waters.md
index 7049792cf1..13e649b3e0 100644
--- a/data/jurisdictions/us/states/sc/people/courtney-waters.md
+++ b/data/jurisdictions/us/states/sc/people/courtney-waters.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 113"
+represents: "us/states/sc/districts/house/113"
 tenure:
   start: "2025-04-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 113 (SC State House of Representatives District 113).
 
+Represents [SC State House of Representatives District 113](/us/states/sc/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/craig-gagnon.md b/data/jurisdictions/us/states/sc/people/craig-gagnon.md
index f6f26bddd7..07f1d9311a 100644
--- a/data/jurisdictions/us/states/sc/people/craig-gagnon.md
+++ b/data/jurisdictions/us/states/sc/people/craig-gagnon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 11"
+represents: "us/states/sc/districts/house/11"
 tenure:
   start: "2012-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 11 (SC State House of Representatives District 11).
 
+Represents [SC State House of Representatives District 11](/us/states/sc/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/daniel-gibson.md b/data/jurisdictions/us/states/sc/people/daniel-gibson.md
index 6df8a5975e..bd731c1a01 100644
--- a/data/jurisdictions/us/states/sc/people/daniel-gibson.md
+++ b/data/jurisdictions/us/states/sc/people/daniel-gibson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 12"
+represents: "us/states/sc/districts/house/12"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 12 (SC State House of Representatives District 12).
 
+Represents [SC State House of Representatives District 12](/us/states/sc/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/danny-verdin.md b/data/jurisdictions/us/states/sc/people/danny-verdin.md
index 4283053714..681bc730c4 100644
--- a/data/jurisdictions/us/states/sc/people/danny-verdin.md
+++ b/data/jurisdictions/us/states/sc/people/danny-verdin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 9"
+represents: "us/states/sc/districts/senate/9"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 9 (SC State Senate District 9).
 
+Represents [SC State Senate District 9](/us/states/sc/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/darrell-jackson.md b/data/jurisdictions/us/states/sc/people/darrell-jackson.md
index d02e2c94fb..4bc8ae9a6f 100644
--- a/data/jurisdictions/us/states/sc/people/darrell-jackson.md
+++ b/data/jurisdictions/us/states/sc/people/darrell-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 21"
+represents: "us/states/sc/districts/senate/21"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 21 (SC State Senate District 21).
 
+Represents [SC State Senate District 21](/us/states/sc/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/davey-hiott.md b/data/jurisdictions/us/states/sc/people/davey-hiott.md
index f958dac4fb..88cd13ad59 100644
--- a/data/jurisdictions/us/states/sc/people/davey-hiott.md
+++ b/data/jurisdictions/us/states/sc/people/davey-hiott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 4"
+represents: "us/states/sc/districts/house/4"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 4 (SC State House of Representatives District 4).
 
+Represents [SC State House of Representatives District 4](/us/states/sc/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/david-martin.md b/data/jurisdictions/us/states/sc/people/david-martin.md
index dca06ead78..2f042067a8 100644
--- a/data/jurisdictions/us/states/sc/people/david-martin.md
+++ b/data/jurisdictions/us/states/sc/people/david-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 26"
+represents: "us/states/sc/districts/house/26"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 26 (SC State House of Representatives District 26).
 
+Represents [SC State House of Representatives District 26](/us/states/sc/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/david-vaughan.md b/data/jurisdictions/us/states/sc/people/david-vaughan.md
index ff47e797c1..b615640655 100644
--- a/data/jurisdictions/us/states/sc/people/david-vaughan.md
+++ b/data/jurisdictions/us/states/sc/people/david-vaughan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 27"
+represents: "us/states/sc/districts/house/27"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 27 (SC State House of Representatives District 27).
 
+Represents [SC State House of Representatives District 27](/us/states/sc/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/david-weeks.md b/data/jurisdictions/us/states/sc/people/david-weeks.md
index 6d487773af..9d816a8a3c 100644
--- a/data/jurisdictions/us/states/sc/people/david-weeks.md
+++ b/data/jurisdictions/us/states/sc/people/david-weeks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 51"
+represents: "us/states/sc/districts/house/51"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 51 (SC State House of Representatives District 51).
 
+Represents [SC State House of Representatives District 51](/us/states/sc/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/dennis-moss.md b/data/jurisdictions/us/states/sc/people/dennis-moss.md
index e996531c9d..0db52f36e7 100644
--- a/data/jurisdictions/us/states/sc/people/dennis-moss.md
+++ b/data/jurisdictions/us/states/sc/people/dennis-moss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 29"
+represents: "us/states/sc/districts/house/29"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 29 (SC State House of Representatives District 29).
 
+Represents [SC State House of Representatives District 29](/us/states/sc/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/deon-tedder.md b/data/jurisdictions/us/states/sc/people/deon-tedder.md
index c724b1786b..f6d3365a85 100644
--- a/data/jurisdictions/us/states/sc/people/deon-tedder.md
+++ b/data/jurisdictions/us/states/sc/people/deon-tedder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 42"
+represents: "us/states/sc/districts/senate/42"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 42 (SC State Senate District 42).
 
+Represents [SC State Senate District 42](/us/states/sc/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/dianne-mitchell.md b/data/jurisdictions/us/states/sc/people/dianne-mitchell.md
index b3caab9452..25118e6e49 100644
--- a/data/jurisdictions/us/states/sc/people/dianne-mitchell.md
+++ b/data/jurisdictions/us/states/sc/people/dianne-mitchell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 21"
+represents: "us/states/sc/districts/house/21"
 tenure:
   start: "2026-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 21 (SC State House of Representatives District 21).
 
+Represents [SC State House of Representatives District 21](/us/states/sc/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/don-chapman.md b/data/jurisdictions/us/states/sc/people/don-chapman.md
index 1b49443cb4..73278e0edb 100644
--- a/data/jurisdictions/us/states/sc/people/don-chapman.md
+++ b/data/jurisdictions/us/states/sc/people/don-chapman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 8"
+represents: "us/states/sc/districts/house/8"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 8 (SC State House of Representatives District 8).
 
+Represents [SC State House of Representatives District 8](/us/states/sc/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/doug-gilliam.md b/data/jurisdictions/us/states/sc/people/doug-gilliam.md
index 43d7f90626..8402420c12 100644
--- a/data/jurisdictions/us/states/sc/people/doug-gilliam.md
+++ b/data/jurisdictions/us/states/sc/people/doug-gilliam.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 42"
+represents: "us/states/sc/districts/house/42"
 tenure:
   start: "2018-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 42 (SC State House of Representatives District 42).
 
+Represents [SC State House of Representatives District 42](/us/states/sc/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/ed-sutton.md b/data/jurisdictions/us/states/sc/people/ed-sutton.md
index e2cd6b3b26..cf994c1cfd 100644
--- a/data/jurisdictions/us/states/sc/people/ed-sutton.md
+++ b/data/jurisdictions/us/states/sc/people/ed-sutton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 20"
+represents: "us/states/sc/districts/senate/20"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 20 (SC State Senate District 20).
 
+Represents [SC State Senate District 20](/us/states/sc/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/everett-stubbs.md b/data/jurisdictions/us/states/sc/people/everett-stubbs.md
index ab64f5835b..a859d5921d 100644
--- a/data/jurisdictions/us/states/sc/people/everett-stubbs.md
+++ b/data/jurisdictions/us/states/sc/people/everett-stubbs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 17"
+represents: "us/states/sc/districts/senate/17"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 17 (SC State Senate District 17).
 
+Represents [SC State Senate District 17](/us/states/sc/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/fawn-pedalino.md b/data/jurisdictions/us/states/sc/people/fawn-pedalino.md
index 1e3a883926..44a4ad9bba 100644
--- a/data/jurisdictions/us/states/sc/people/fawn-pedalino.md
+++ b/data/jurisdictions/us/states/sc/people/fawn-pedalino.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 64"
+represents: "us/states/sc/districts/house/64"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 64 (SC State House of Representatives District 64).
 
+Represents [SC State House of Representatives District 64](/us/states/sc/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/gary-brewer.md b/data/jurisdictions/us/states/sc/people/gary-brewer.md
index 1f26f687b2..32ca7ab227 100644
--- a/data/jurisdictions/us/states/sc/people/gary-brewer.md
+++ b/data/jurisdictions/us/states/sc/people/gary-brewer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 114"
+represents: "us/states/sc/districts/house/114"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 114 (SC State House of Representatives District 114).
 
+Represents [SC State House of Representatives District 114](/us/states/sc/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/gil-gatch.md b/data/jurisdictions/us/states/sc/people/gil-gatch.md
index 693a8f7cc4..07df9f5881 100644
--- a/data/jurisdictions/us/states/sc/people/gil-gatch.md
+++ b/data/jurisdictions/us/states/sc/people/gil-gatch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 94"
+represents: "us/states/sc/districts/house/94"
 tenure:
   start: "2020-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 94 (SC State House of Representatives District 94).
 
+Represents [SC State House of Representatives District 94](/us/states/sc/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/gilda-cobb-hunter.md b/data/jurisdictions/us/states/sc/people/gilda-cobb-hunter.md
index 218dabce17..7553f9a1f6 100644
--- a/data/jurisdictions/us/states/sc/people/gilda-cobb-hunter.md
+++ b/data/jurisdictions/us/states/sc/people/gilda-cobb-hunter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 95"
+represents: "us/states/sc/districts/house/95"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 95 (SC State House of Representatives District 95).
 
+Represents [SC State House of Representatives District 95](/us/states/sc/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/greg-ford.md b/data/jurisdictions/us/states/sc/people/greg-ford.md
index 0664d8b1b8..d13fd56701 100644
--- a/data/jurisdictions/us/states/sc/people/greg-ford.md
+++ b/data/jurisdictions/us/states/sc/people/greg-ford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 98"
+represents: "us/states/sc/districts/house/98"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 98 (SC State House of Representatives District 98).
 
+Represents [SC State House of Representatives District 98](/us/states/sc/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/greg-hembree.md b/data/jurisdictions/us/states/sc/people/greg-hembree.md
index 697603f5b5..1d973769d6 100644
--- a/data/jurisdictions/us/states/sc/people/greg-hembree.md
+++ b/data/jurisdictions/us/states/sc/people/greg-hembree.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 28"
+represents: "us/states/sc/districts/senate/28"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 28 (SC State Senate District 28).
 
+Represents [SC State Senate District 28](/us/states/sc/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/hamilton-grant.md b/data/jurisdictions/us/states/sc/people/hamilton-grant.md
index 874dcd7259..a9bd8bd23e 100644
--- a/data/jurisdictions/us/states/sc/people/hamilton-grant.md
+++ b/data/jurisdictions/us/states/sc/people/hamilton-grant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 79"
+represents: "us/states/sc/districts/house/79"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 79 (SC State House of Representatives District 79).
 
+Represents [SC State House of Representatives District 79](/us/states/sc/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/harriet-holman.md b/data/jurisdictions/us/states/sc/people/harriet-holman.md
index dbeca37a53..a3c5de0a49 100644
--- a/data/jurisdictions/us/states/sc/people/harriet-holman.md
+++ b/data/jurisdictions/us/states/sc/people/harriet-holman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 102"
+represents: "us/states/sc/districts/house/102"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 102 (SC State House of Representatives District 102).
 
+Represents [SC State House of Representatives District 102](/us/states/sc/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/harvey-peeler.md b/data/jurisdictions/us/states/sc/people/harvey-peeler.md
index bf664c263e..ab5c0436b8 100644
--- a/data/jurisdictions/us/states/sc/people/harvey-peeler.md
+++ b/data/jurisdictions/us/states/sc/people/harvey-peeler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 14"
+represents: "us/states/sc/districts/senate/14"
 tenure:
   start: "1980-11-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 14 (SC State Senate District 14).
 
+Represents [SC State Senate District 14](/us/states/sc/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/heath-sessions.md b/data/jurisdictions/us/states/sc/people/heath-sessions.md
index ab22ccd381..e98c2b7314 100644
--- a/data/jurisdictions/us/states/sc/people/heath-sessions.md
+++ b/data/jurisdictions/us/states/sc/people/heath-sessions.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 46"
+represents: "us/states/sc/districts/house/46"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 46 (SC State House of Representatives District 46).
 
+Represents [SC State House of Representatives District 46](/us/states/sc/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/heather-bauer.md b/data/jurisdictions/us/states/sc/people/heather-bauer.md
index 2f2d93eba8..f31a616292 100644
--- a/data/jurisdictions/us/states/sc/people/heather-bauer.md
+++ b/data/jurisdictions/us/states/sc/people/heather-bauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 75"
+represents: "us/states/sc/districts/house/75"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 75 (SC State House of Representatives District 75).
 
+Represents [SC State House of Representatives District 75](/us/states/sc/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/heather-crawford.md b/data/jurisdictions/us/states/sc/people/heather-crawford.md
index b6ee9d2d51..79d7e4eec1 100644
--- a/data/jurisdictions/us/states/sc/people/heather-crawford.md
+++ b/data/jurisdictions/us/states/sc/people/heather-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 68"
+represents: "us/states/sc/districts/house/68"
 tenure:
   start: "2012-08-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 68 (SC State House of Representatives District 68).
 
+Represents [SC State House of Representatives District 68](/us/states/sc/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/j-a-moore.md b/data/jurisdictions/us/states/sc/people/j-a-moore.md
index 1b2e2f1093..212c504a21 100644
--- a/data/jurisdictions/us/states/sc/people/j-a-moore.md
+++ b/data/jurisdictions/us/states/sc/people/j-a-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 15"
+represents: "us/states/sc/districts/house/15"
 tenure:
   start: "2018-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 15 (SC State House of Representatives District 15).
 
+Represents [SC State House of Representatives District 15](/us/states/sc/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/j-d-chaplin.md b/data/jurisdictions/us/states/sc/people/j-d-chaplin.md
index 4f924d39c4..7ec5b24dfb 100644
--- a/data/jurisdictions/us/states/sc/people/j-d-chaplin.md
+++ b/data/jurisdictions/us/states/sc/people/j-d-chaplin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 29"
+represents: "us/states/sc/districts/senate/29"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 29 (SC State Senate District 29).
 
+Represents [SC State Senate District 29](/us/states/sc/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jackie-hayes.md b/data/jurisdictions/us/states/sc/people/jackie-hayes.md
index 98ba3923e1..3c891d8e9c 100644
--- a/data/jurisdictions/us/states/sc/people/jackie-hayes.md
+++ b/data/jurisdictions/us/states/sc/people/jackie-hayes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 55"
+represents: "us/states/sc/districts/house/55"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 55 (SC State House of Representatives District 55).
 
+Represents [SC State House of Representatives District 55](/us/states/sc/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jackie-terribile.md b/data/jurisdictions/us/states/sc/people/jackie-terribile.md
index c4e78d8333..738c8ff2a3 100644
--- a/data/jurisdictions/us/states/sc/people/jackie-terribile.md
+++ b/data/jurisdictions/us/states/sc/people/jackie-terribile.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 66"
+represents: "us/states/sc/districts/house/66"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 66 (SC State House of Representatives District 66).
 
+Represents [SC State House of Representatives District 66](/us/states/sc/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/james-teeple.md b/data/jurisdictions/us/states/sc/people/james-teeple.md
index 833fa5b192..b2db208211 100644
--- a/data/jurisdictions/us/states/sc/people/james-teeple.md
+++ b/data/jurisdictions/us/states/sc/people/james-teeple.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 116"
+represents: "us/states/sc/districts/house/116"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 116 (SC State House of Representatives District 116).
 
+Represents [SC State House of Representatives District 116](/us/states/sc/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jason-elliott.md b/data/jurisdictions/us/states/sc/people/jason-elliott.md
index 31e63310ba..4f0eda2cb5 100644
--- a/data/jurisdictions/us/states/sc/people/jason-elliott.md
+++ b/data/jurisdictions/us/states/sc/people/jason-elliott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 6"
+represents: "us/states/sc/districts/senate/6"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 6 (SC State Senate District 6).
 
+Represents [SC State Senate District 6](/us/states/sc/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jason-luck.md b/data/jurisdictions/us/states/sc/people/jason-luck.md
index 311de80495..bdc9114043 100644
--- a/data/jurisdictions/us/states/sc/people/jason-luck.md
+++ b/data/jurisdictions/us/states/sc/people/jason-luck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 54"
+represents: "us/states/sc/districts/house/54"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 54 (SC State House of Representatives District 54).
 
+Represents [SC State House of Representatives District 54](/us/states/sc/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jay-jordan.md b/data/jurisdictions/us/states/sc/people/jay-jordan.md
index 1caaf7a0b1..f7cb986984 100644
--- a/data/jurisdictions/us/states/sc/people/jay-jordan.md
+++ b/data/jurisdictions/us/states/sc/people/jay-jordan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 63"
+represents: "us/states/sc/districts/house/63"
 tenure:
   start: "2015-04-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 63 (SC State House of Representatives District 63).
 
+Represents [SC State House of Representatives District 63](/us/states/sc/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jay-kilmartin.md b/data/jurisdictions/us/states/sc/people/jay-kilmartin.md
index f6f024cc76..5a390615c5 100644
--- a/data/jurisdictions/us/states/sc/people/jay-kilmartin.md
+++ b/data/jurisdictions/us/states/sc/people/jay-kilmartin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 85"
+represents: "us/states/sc/districts/house/85"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 85 (SC State House of Representatives District 85).
 
+Represents [SC State House of Representatives District 85](/us/states/sc/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jeff-bradley.md b/data/jurisdictions/us/states/sc/people/jeff-bradley.md
index 0c85cde2c8..9b45df319a 100644
--- a/data/jurisdictions/us/states/sc/people/jeff-bradley.md
+++ b/data/jurisdictions/us/states/sc/people/jeff-bradley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 123"
+represents: "us/states/sc/districts/house/123"
 tenure:
   start: "2014-11-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 123 (SC State House of Representatives District 123).
 
+Represents [SC State House of Representatives District 123](/us/states/sc/districts/house/123.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jeff-johnson.md b/data/jurisdictions/us/states/sc/people/jeff-johnson.md
index 12082cbae9..b030048533 100644
--- a/data/jurisdictions/us/states/sc/people/jeff-johnson.md
+++ b/data/jurisdictions/us/states/sc/people/jeff-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 58"
+represents: "us/states/sc/districts/house/58"
 tenure:
   start: "2014-11-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 58 (SC State House of Representatives District 58).
 
+Represents [SC State House of Representatives District 58](/us/states/sc/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jeff-zell.md b/data/jurisdictions/us/states/sc/people/jeff-zell.md
index f62b7adbbc..1583ce1040 100644
--- a/data/jurisdictions/us/states/sc/people/jeff-zell.md
+++ b/data/jurisdictions/us/states/sc/people/jeff-zell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 36"
+represents: "us/states/sc/districts/senate/36"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 36 (SC State Senate District 36).
 
+Represents [SC State Senate District 36](/us/states/sc/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jeffrey-graham.md b/data/jurisdictions/us/states/sc/people/jeffrey-graham.md
index 8941ce10a6..d9e9e291f0 100644
--- a/data/jurisdictions/us/states/sc/people/jeffrey-graham.md
+++ b/data/jurisdictions/us/states/sc/people/jeffrey-graham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 35"
+represents: "us/states/sc/districts/senate/35"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 35 (SC State Senate District 35).
 
+Represents [SC State Senate District 35](/us/states/sc/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jermaine-johnson.md b/data/jurisdictions/us/states/sc/people/jermaine-johnson.md
index 41b11dd455..b4c9ca5882 100644
--- a/data/jurisdictions/us/states/sc/people/jermaine-johnson.md
+++ b/data/jurisdictions/us/states/sc/people/jermaine-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 52"
+represents: "us/states/sc/districts/house/52"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 52 (SC State House of Representatives District 52).
 
+Represents [SC State House of Representatives District 52](/us/states/sc/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jerry-govan.md b/data/jurisdictions/us/states/sc/people/jerry-govan.md
index 48af289f7a..e2abaeed72 100644
--- a/data/jurisdictions/us/states/sc/people/jerry-govan.md
+++ b/data/jurisdictions/us/states/sc/people/jerry-govan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 93"
+represents: "us/states/sc/districts/house/93"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 93 (SC State House of Representatives District 93).
 
+Represents [SC State House of Representatives District 93](/us/states/sc/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/joe-bustos.md b/data/jurisdictions/us/states/sc/people/joe-bustos.md
index 7a9d50a846..af5bc1f2db 100644
--- a/data/jurisdictions/us/states/sc/people/joe-bustos.md
+++ b/data/jurisdictions/us/states/sc/people/joe-bustos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 112"
+represents: "us/states/sc/districts/house/112"
 tenure:
   start: "2020-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 112 (SC State House of Representatives District 112).
 
+Represents [SC State House of Representatives District 112](/us/states/sc/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/joe-white.md b/data/jurisdictions/us/states/sc/people/joe-white.md
index 2ada794f3d..17484fa9e7 100644
--- a/data/jurisdictions/us/states/sc/people/joe-white.md
+++ b/data/jurisdictions/us/states/sc/people/joe-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 40"
+represents: "us/states/sc/districts/house/40"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 40 (SC State House of Representatives District 40).
 
+Represents [SC State House of Representatives District 40](/us/states/sc/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/john-king.md b/data/jurisdictions/us/states/sc/people/john-king.md
index 8fb9c82fc8..79b5465e97 100644
--- a/data/jurisdictions/us/states/sc/people/john-king.md
+++ b/data/jurisdictions/us/states/sc/people/john-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 49"
+represents: "us/states/sc/districts/house/49"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 49 (SC State House of Representatives District 49).
 
+Represents [SC State House of Representatives District 49](/us/states/sc/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/john-lastinger.md b/data/jurisdictions/us/states/sc/people/john-lastinger.md
index b4a1737004..79a3e5949d 100644
--- a/data/jurisdictions/us/states/sc/people/john-lastinger.md
+++ b/data/jurisdictions/us/states/sc/people/john-lastinger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 88"
+represents: "us/states/sc/districts/house/88"
 tenure:
   start: "2026-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 88 (SC State House of Representatives District 88).
 
+Represents [SC State House of Representatives District 88](/us/states/sc/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/john-mccravy.md b/data/jurisdictions/us/states/sc/people/john-mccravy.md
index 14b05a6a8d..64841178f3 100644
--- a/data/jurisdictions/us/states/sc/people/john-mccravy.md
+++ b/data/jurisdictions/us/states/sc/people/john-mccravy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 13"
+represents: "us/states/sc/districts/house/13"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 13 (SC State House of Representatives District 13).
 
+Represents [SC State House of Representatives District 13](/us/states/sc/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/jordan-pace.md b/data/jurisdictions/us/states/sc/people/jordan-pace.md
index 2e007bc423..bad7441479 100644
--- a/data/jurisdictions/us/states/sc/people/jordan-pace.md
+++ b/data/jurisdictions/us/states/sc/people/jordan-pace.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 117"
+represents: "us/states/sc/districts/house/117"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 117 (SC State House of Representatives District 117).
 
+Represents [SC State House of Representatives District 117](/us/states/sc/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/josh-kimbrell.md b/data/jurisdictions/us/states/sc/people/josh-kimbrell.md
index cb729dd234..03e04e4cbb 100644
--- a/data/jurisdictions/us/states/sc/people/josh-kimbrell.md
+++ b/data/jurisdictions/us/states/sc/people/josh-kimbrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 11"
+represents: "us/states/sc/districts/senate/11"
 tenure:
   start: "2020-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 11 (SC State Senate District 11).
 
+Represents [SC State Senate District 11](/us/states/sc/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/josiah-magnuson.md b/data/jurisdictions/us/states/sc/people/josiah-magnuson.md
index cc0c1b6001..6611287de9 100644
--- a/data/jurisdictions/us/states/sc/people/josiah-magnuson.md
+++ b/data/jurisdictions/us/states/sc/people/josiah-magnuson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 38"
+represents: "us/states/sc/districts/house/38"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 38 (SC State House of Representatives District 38).
 
+Represents [SC State House of Representatives District 38](/us/states/sc/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/justin-bamberg.md b/data/jurisdictions/us/states/sc/people/justin-bamberg.md
index 0d2b48482d..25b01dce40 100644
--- a/data/jurisdictions/us/states/sc/people/justin-bamberg.md
+++ b/data/jurisdictions/us/states/sc/people/justin-bamberg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 90"
+represents: "us/states/sc/districts/house/90"
 tenure:
   start: "2014-11-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 90 (SC State House of Representatives District 90).
 
+Represents [SC State House of Representatives District 90](/us/states/sc/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/kambrell-garvin.md b/data/jurisdictions/us/states/sc/people/kambrell-garvin.md
index c8b044587d..c56c064d45 100644
--- a/data/jurisdictions/us/states/sc/people/kambrell-garvin.md
+++ b/data/jurisdictions/us/states/sc/people/kambrell-garvin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 77"
+represents: "us/states/sc/districts/house/77"
 tenure:
   start: "2018-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 77 (SC State House of Representatives District 77).
 
+Represents [SC State House of Representatives District 77](/us/states/sc/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/karl-allen.md b/data/jurisdictions/us/states/sc/people/karl-allen.md
index 66202f1234..25de685f5b 100644
--- a/data/jurisdictions/us/states/sc/people/karl-allen.md
+++ b/data/jurisdictions/us/states/sc/people/karl-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 7"
+represents: "us/states/sc/districts/senate/7"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 7 (SC State Senate District 7).
 
+Represents [SC State Senate District 7](/us/states/sc/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/kathy-landing.md b/data/jurisdictions/us/states/sc/people/kathy-landing.md
index ed2710667b..81b8f48914 100644
--- a/data/jurisdictions/us/states/sc/people/kathy-landing.md
+++ b/data/jurisdictions/us/states/sc/people/kathy-landing.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 80"
+represents: "us/states/sc/districts/house/80"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 80 (SC State House of Representatives District 80).
 
+Represents [SC State House of Representatives District 80](/us/states/sc/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/keishan-scott.md b/data/jurisdictions/us/states/sc/people/keishan-scott.md
index 091a97e243..de96897e1a 100644
--- a/data/jurisdictions/us/states/sc/people/keishan-scott.md
+++ b/data/jurisdictions/us/states/sc/people/keishan-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 50"
+represents: "us/states/sc/districts/house/50"
 tenure:
   start: "2025-06-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 50 (SC State House of Representatives District 50).
 
+Represents [SC State House of Representatives District 50](/us/states/sc/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/kent-williams.md b/data/jurisdictions/us/states/sc/people/kent-williams.md
index 00a2badd01..e5b336ca89 100644
--- a/data/jurisdictions/us/states/sc/people/kent-williams.md
+++ b/data/jurisdictions/us/states/sc/people/kent-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 30"
+represents: "us/states/sc/districts/senate/30"
 tenure:
   start: "2004-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 30 (SC State Senate District 30).
 
+Represents [SC State Senate District 30](/us/states/sc/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/kevin-hardee.md b/data/jurisdictions/us/states/sc/people/kevin-hardee.md
index 7fe29d572c..119b5029d0 100644
--- a/data/jurisdictions/us/states/sc/people/kevin-hardee.md
+++ b/data/jurisdictions/us/states/sc/people/kevin-hardee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 105"
+represents: "us/states/sc/districts/house/105"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 105 (SC State House of Representatives District 105).
 
+Represents [SC State House of Representatives District 105](/us/states/sc/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/larry-grooms.md b/data/jurisdictions/us/states/sc/people/larry-grooms.md
index 8aa935f98b..3edd86fcf1 100644
--- a/data/jurisdictions/us/states/sc/people/larry-grooms.md
+++ b/data/jurisdictions/us/states/sc/people/larry-grooms.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 37"
+represents: "us/states/sc/districts/senate/37"
 tenure:
   start: "1997-11-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 37 (SC State Senate District 37).
 
+Represents [SC State Senate District 37](/us/states/sc/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/lee-bright.md b/data/jurisdictions/us/states/sc/people/lee-bright.md
index 417d6a60e5..eaa279232a 100644
--- a/data/jurisdictions/us/states/sc/people/lee-bright.md
+++ b/data/jurisdictions/us/states/sc/people/lee-bright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 12"
+represents: "us/states/sc/districts/senate/12"
 tenure:
   start: "2026-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 12 (SC State Senate District 12).
 
+Represents [SC State Senate District 12](/us/states/sc/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/lee-gilreath.md b/data/jurisdictions/us/states/sc/people/lee-gilreath.md
index bb5829bc99..e9869df8ae 100644
--- a/data/jurisdictions/us/states/sc/people/lee-gilreath.md
+++ b/data/jurisdictions/us/states/sc/people/lee-gilreath.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 7"
+represents: "us/states/sc/districts/house/7"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 7 (SC State House of Representatives District 7).
 
+Represents [SC State House of Representatives District 7](/us/states/sc/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/lee-hewitt.md b/data/jurisdictions/us/states/sc/people/lee-hewitt.md
index 5d8feb2bca..73aca7be2b 100644
--- a/data/jurisdictions/us/states/sc/people/lee-hewitt.md
+++ b/data/jurisdictions/us/states/sc/people/lee-hewitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 108"
+represents: "us/states/sc/districts/house/108"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 108 (SC State House of Representatives District 108).
 
+Represents [SC State House of Representatives District 108](/us/states/sc/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/leon-howard.md b/data/jurisdictions/us/states/sc/people/leon-howard.md
index 180d754027..22fd1bbbf5 100644
--- a/data/jurisdictions/us/states/sc/people/leon-howard.md
+++ b/data/jurisdictions/us/states/sc/people/leon-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 76"
+represents: "us/states/sc/districts/house/76"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 76 (SC State House of Representatives District 76).
 
+Represents [SC State House of Representatives District 76](/us/states/sc/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/leon-stavrinakis.md b/data/jurisdictions/us/states/sc/people/leon-stavrinakis.md
index ffd6577760..179902e6c7 100644
--- a/data/jurisdictions/us/states/sc/people/leon-stavrinakis.md
+++ b/data/jurisdictions/us/states/sc/people/leon-stavrinakis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 119"
+represents: "us/states/sc/districts/house/119"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 119 (SC State House of Representatives District 119).
 
+Represents [SC State House of Representatives District 119](/us/states/sc/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/lonnie-hosey.md b/data/jurisdictions/us/states/sc/people/lonnie-hosey.md
index 92dc594d84..b4bd364297 100644
--- a/data/jurisdictions/us/states/sc/people/lonnie-hosey.md
+++ b/data/jurisdictions/us/states/sc/people/lonnie-hosey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 91"
+represents: "us/states/sc/districts/house/91"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 91 (SC State House of Representatives District 91).
 
+Represents [SC State House of Representatives District 91](/us/states/sc/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/lucas-atkinson.md b/data/jurisdictions/us/states/sc/people/lucas-atkinson.md
index 8b23b120c5..9532279554 100644
--- a/data/jurisdictions/us/states/sc/people/lucas-atkinson.md
+++ b/data/jurisdictions/us/states/sc/people/lucas-atkinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 57"
+represents: "us/states/sc/districts/house/57"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 57 (SC State House of Representatives District 57).
 
+Represents [SC State House of Representatives District 57](/us/states/sc/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/luke-rankin-62cb0cd5.md b/data/jurisdictions/us/states/sc/people/luke-rankin-62cb0cd5.md
index 7c4056b9e1..abfcd6546c 100644
--- a/data/jurisdictions/us/states/sc/people/luke-rankin-62cb0cd5.md
+++ b/data/jurisdictions/us/states/sc/people/luke-rankin-62cb0cd5.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 14"
+represents: "us/states/sc/districts/house/14"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 14 (SC State House of Representatives District 14).
 
+Represents [SC State House of Representatives District 14](/us/states/sc/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/luke-rankin-a548796c.md b/data/jurisdictions/us/states/sc/people/luke-rankin-a548796c.md
index edc27ce196..b702c766c4 100644
--- a/data/jurisdictions/us/states/sc/people/luke-rankin-a548796c.md
+++ b/data/jurisdictions/us/states/sc/people/luke-rankin-a548796c.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 33"
+represents: "us/states/sc/districts/senate/33"
 tenure:
   start: "1992-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 33 (SC State Senate District 33).
 
+Represents [SC State Senate District 33](/us/states/sc/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/margie-bright-matthews.md b/data/jurisdictions/us/states/sc/people/margie-bright-matthews.md
index 13c06f4e49..ace58ccd1c 100644
--- a/data/jurisdictions/us/states/sc/people/margie-bright-matthews.md
+++ b/data/jurisdictions/us/states/sc/people/margie-bright-matthews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 45"
+represents: "us/states/sc/districts/senate/45"
 tenure:
   start: "2015-10-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 45 (SC State Senate District 45).
 
+Represents [SC State Senate District 45](/us/states/sc/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/mark-smith.md b/data/jurisdictions/us/states/sc/people/mark-smith.md
index b379eda8d0..aed9722a33 100644
--- a/data/jurisdictions/us/states/sc/people/mark-smith.md
+++ b/data/jurisdictions/us/states/sc/people/mark-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 99"
+represents: "us/states/sc/districts/house/99"
 tenure:
   start: "2020-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 99 (SC State House of Representatives District 99).
 
+Represents [SC State House of Representatives District 99](/us/states/sc/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/mark-willis.md b/data/jurisdictions/us/states/sc/people/mark-willis.md
index 0d27fdd876..ecda8dc33e 100644
--- a/data/jurisdictions/us/states/sc/people/mark-willis.md
+++ b/data/jurisdictions/us/states/sc/people/mark-willis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 16"
+represents: "us/states/sc/districts/house/16"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 16 (SC State House of Representatives District 16).
 
+Represents [SC State House of Representatives District 16](/us/states/sc/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/matt-leber.md b/data/jurisdictions/us/states/sc/people/matt-leber.md
index 13f6dd9307..b904f0c7aa 100644
--- a/data/jurisdictions/us/states/sc/people/matt-leber.md
+++ b/data/jurisdictions/us/states/sc/people/matt-leber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 41"
+represents: "us/states/sc/districts/senate/41"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 41 (SC State Senate District 41).
 
+Represents [SC State Senate District 41](/us/states/sc/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/melissa-oremus.md b/data/jurisdictions/us/states/sc/people/melissa-oremus.md
index 8a0f8633e8..1380f58315 100644
--- a/data/jurisdictions/us/states/sc/people/melissa-oremus.md
+++ b/data/jurisdictions/us/states/sc/people/melissa-oremus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 84"
+represents: "us/states/sc/districts/house/84"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 84 (SC State House of Representatives District 84).
 
+Represents [SC State House of Representatives District 84](/us/states/sc/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/micah-caskey.md b/data/jurisdictions/us/states/sc/people/micah-caskey.md
index 7f1ef88b05..84f738245e 100644
--- a/data/jurisdictions/us/states/sc/people/micah-caskey.md
+++ b/data/jurisdictions/us/states/sc/people/micah-caskey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 89"
+represents: "us/states/sc/districts/house/89"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 89 (SC State House of Representatives District 89).
 
+Represents [SC State House of Representatives District 89](/us/states/sc/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/michael-johnson.md b/data/jurisdictions/us/states/sc/people/michael-johnson.md
index cacc8e4929..afdb4a5583 100644
--- a/data/jurisdictions/us/states/sc/people/michael-johnson.md
+++ b/data/jurisdictions/us/states/sc/people/michael-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 16"
+represents: "us/states/sc/districts/senate/16"
 tenure:
   start: "2020-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 16 (SC State Senate District 16).
 
+Represents [SC State Senate District 16](/us/states/sc/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/michael-rivers.md b/data/jurisdictions/us/states/sc/people/michael-rivers.md
index 1e407f9ae9..9fba0674c8 100644
--- a/data/jurisdictions/us/states/sc/people/michael-rivers.md
+++ b/data/jurisdictions/us/states/sc/people/michael-rivers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 121"
+represents: "us/states/sc/districts/house/121"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 121 (SC State House of Representatives District 121).
 
+Represents [SC State House of Representatives District 121](/us/states/sc/districts/house/121.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/mike-burns.md b/data/jurisdictions/us/states/sc/people/mike-burns.md
index 24b1bbb137..df99e757fa 100644
--- a/data/jurisdictions/us/states/sc/people/mike-burns.md
+++ b/data/jurisdictions/us/states/sc/people/mike-burns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 17"
+represents: "us/states/sc/districts/house/17"
 tenure:
   start: "2013-03-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 17 (SC State House of Representatives District 17).
 
+Represents [SC State House of Representatives District 17](/us/states/sc/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/mike-gambrell.md b/data/jurisdictions/us/states/sc/people/mike-gambrell.md
index 1c9e9180e2..c49926c7fc 100644
--- a/data/jurisdictions/us/states/sc/people/mike-gambrell.md
+++ b/data/jurisdictions/us/states/sc/people/mike-gambrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 4"
+represents: "us/states/sc/districts/senate/4"
 tenure:
   start: "2016-05-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 4 (SC State Senate District 4).
 
+Represents [SC State Senate District 4](/us/states/sc/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/mike-neese.md b/data/jurisdictions/us/states/sc/people/mike-neese.md
index 2674732850..9785699dc1 100644
--- a/data/jurisdictions/us/states/sc/people/mike-neese.md
+++ b/data/jurisdictions/us/states/sc/people/mike-neese.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 44"
+represents: "us/states/sc/districts/house/44"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 44 (SC State House of Representatives District 44).
 
+Represents [SC State House of Representatives District 44](/us/states/sc/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/mike-reichenbach.md b/data/jurisdictions/us/states/sc/people/mike-reichenbach.md
index 666855c3d7..0078cb46c5 100644
--- a/data/jurisdictions/us/states/sc/people/mike-reichenbach.md
+++ b/data/jurisdictions/us/states/sc/people/mike-reichenbach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 31"
+represents: "us/states/sc/districts/senate/31"
 tenure:
   start: "2022-04-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 31 (SC State Senate District 31).
 
+Represents [SC State Senate District 31](/us/states/sc/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/murrell-smith.md b/data/jurisdictions/us/states/sc/people/murrell-smith.md
index 95ee3900ad..ff38f22810 100644
--- a/data/jurisdictions/us/states/sc/people/murrell-smith.md
+++ b/data/jurisdictions/us/states/sc/people/murrell-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 67"
+represents: "us/states/sc/districts/house/67"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 67 (SC State House of Representatives District 67).
 
+Represents [SC State House of Representatives District 67](/us/states/sc/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/nathan-ballentine.md b/data/jurisdictions/us/states/sc/people/nathan-ballentine.md
index 54b9fba296..cab0101669 100644
--- a/data/jurisdictions/us/states/sc/people/nathan-ballentine.md
+++ b/data/jurisdictions/us/states/sc/people/nathan-ballentine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 71"
+represents: "us/states/sc/districts/house/71"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 71 (SC State House of Representatives District 71).
 
+Represents [SC State House of Representatives District 71](/us/states/sc/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/neal-collins.md b/data/jurisdictions/us/states/sc/people/neal-collins.md
index eaeaf595aa..6af219a43c 100644
--- a/data/jurisdictions/us/states/sc/people/neal-collins.md
+++ b/data/jurisdictions/us/states/sc/people/neal-collins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 5"
+represents: "us/states/sc/districts/house/5"
 tenure:
   start: "2014-11-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 5 (SC State House of Representatives District 5).
 
+Represents [SC State House of Representatives District 5](/us/states/sc/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/overture-walker.md b/data/jurisdictions/us/states/sc/people/overture-walker.md
index f12af48d7c..70b72473c7 100644
--- a/data/jurisdictions/us/states/sc/people/overture-walker.md
+++ b/data/jurisdictions/us/states/sc/people/overture-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 22"
+represents: "us/states/sc/districts/senate/22"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 22 (SC State Senate District 22).
 
+Represents [SC State Senate District 22](/us/states/sc/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/patrick-haddon.md b/data/jurisdictions/us/states/sc/people/patrick-haddon.md
index 63ee795bb1..22c41fb934 100644
--- a/data/jurisdictions/us/states/sc/people/patrick-haddon.md
+++ b/data/jurisdictions/us/states/sc/people/patrick-haddon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 19"
+represents: "us/states/sc/districts/house/19"
 tenure:
   start: "2020-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 19 (SC State House of Representatives District 19).
 
+Represents [SC State House of Representatives District 19](/us/states/sc/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/paul-wickensimer.md b/data/jurisdictions/us/states/sc/people/paul-wickensimer.md
index 702227e1ef..24ae8b039d 100644
--- a/data/jurisdictions/us/states/sc/people/paul-wickensimer.md
+++ b/data/jurisdictions/us/states/sc/people/paul-wickensimer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 22"
+represents: "us/states/sc/districts/house/22"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 22 (SC State House of Representatives District 22).
 
+Represents [SC State House of Representatives District 22](/us/states/sc/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/paula-calhoon.md b/data/jurisdictions/us/states/sc/people/paula-calhoon.md
index d2b2f07db5..043d8085cf 100644
--- a/data/jurisdictions/us/states/sc/people/paula-calhoon.md
+++ b/data/jurisdictions/us/states/sc/people/paula-calhoon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 87"
+represents: "us/states/sc/districts/house/87"
 tenure:
   start: "2018-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 87 (SC State House of Representatives District 87).
 
+Represents [SC State House of Representatives District 87](/us/states/sc/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/phillip-bowers.md b/data/jurisdictions/us/states/sc/people/phillip-bowers.md
index cbe673b90a..5efeebd920 100644
--- a/data/jurisdictions/us/states/sc/people/phillip-bowers.md
+++ b/data/jurisdictions/us/states/sc/people/phillip-bowers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 3"
+represents: "us/states/sc/districts/house/3"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 3 (SC State House of Representatives District 3).
 
+Represents [SC State House of Representatives District 3](/us/states/sc/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/phillip-lowe.md b/data/jurisdictions/us/states/sc/people/phillip-lowe.md
index dc6b837957..0cd9760e77 100644
--- a/data/jurisdictions/us/states/sc/people/phillip-lowe.md
+++ b/data/jurisdictions/us/states/sc/people/phillip-lowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 60"
+represents: "us/states/sc/districts/house/60"
 tenure:
   start: "2006-11-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 60 (SC State House of Representatives District 60).
 
+Represents [SC State House of Representatives District 60](/us/states/sc/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/randy-ligon.md b/data/jurisdictions/us/states/sc/people/randy-ligon.md
index bf49e1756b..628499f56c 100644
--- a/data/jurisdictions/us/states/sc/people/randy-ligon.md
+++ b/data/jurisdictions/us/states/sc/people/randy-ligon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 43"
+represents: "us/states/sc/districts/house/43"
 tenure:
   start: "2018-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 43 (SC State House of Representatives District 43).
 
+Represents [SC State House of Representatives District 43](/us/states/sc/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/rex-rice.md b/data/jurisdictions/us/states/sc/people/rex-rice.md
index 6abc627f2e..37ce6d4133 100644
--- a/data/jurisdictions/us/states/sc/people/rex-rice.md
+++ b/data/jurisdictions/us/states/sc/people/rex-rice.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 2"
+represents: "us/states/sc/districts/senate/2"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 2 (SC State Senate District 2).
 
+Represents [SC State Senate District 2](/us/states/sc/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/richard-cash.md b/data/jurisdictions/us/states/sc/people/richard-cash.md
index 84f32a358a..799141d733 100644
--- a/data/jurisdictions/us/states/sc/people/richard-cash.md
+++ b/data/jurisdictions/us/states/sc/people/richard-cash.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 3"
+represents: "us/states/sc/districts/senate/3"
 tenure:
   start: "2017-06-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 3 (SC State Senate District 3).
 
+Represents [SC State Senate District 3](/us/states/sc/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/richie-yow.md b/data/jurisdictions/us/states/sc/people/richie-yow.md
index 750a28001e..a6ab7d5942 100644
--- a/data/jurisdictions/us/states/sc/people/richie-yow.md
+++ b/data/jurisdictions/us/states/sc/people/richie-yow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 53"
+represents: "us/states/sc/districts/house/53"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 53 (SC State House of Representatives District 53).
 
+Represents [SC State House of Representatives District 53](/us/states/sc/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/rob-harris.md b/data/jurisdictions/us/states/sc/people/rob-harris.md
index c93c049749..45acc8fa7d 100644
--- a/data/jurisdictions/us/states/sc/people/rob-harris.md
+++ b/data/jurisdictions/us/states/sc/people/rob-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 36"
+represents: "us/states/sc/districts/house/36"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 36 (SC State House of Representatives District 36).
 
+Represents [SC State House of Representatives District 36](/us/states/sc/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/robby-robbins.md b/data/jurisdictions/us/states/sc/people/robby-robbins.md
index a32c44f449..10c182fe2b 100644
--- a/data/jurisdictions/us/states/sc/people/robby-robbins.md
+++ b/data/jurisdictions/us/states/sc/people/robby-robbins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 97"
+represents: "us/states/sc/districts/house/97"
 tenure:
   start: "2022-05-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 97 (SC State House of Representatives District 97).
 
+Represents [SC State House of Representatives District 97](/us/states/sc/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/robert-reese.md b/data/jurisdictions/us/states/sc/people/robert-reese.md
index 513aa2c907..073ce079a3 100644
--- a/data/jurisdictions/us/states/sc/people/robert-reese.md
+++ b/data/jurisdictions/us/states/sc/people/robert-reese.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 70"
+represents: "us/states/sc/districts/house/70"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 70 (SC State House of Representatives District 70).
 
+Represents [SC State House of Representatives District 70](/us/states/sc/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/robert-williams.md b/data/jurisdictions/us/states/sc/people/robert-williams.md
index a928265b1c..0b3b2dd0ad 100644
--- a/data/jurisdictions/us/states/sc/people/robert-williams.md
+++ b/data/jurisdictions/us/states/sc/people/robert-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 62"
+represents: "us/states/sc/districts/house/62"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 62 (SC State House of Representatives District 62).
 
+Represents [SC State House of Representatives District 62](/us/states/sc/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/roger-kirby.md b/data/jurisdictions/us/states/sc/people/roger-kirby.md
index 6b3c83bb29..e8146fc663 100644
--- a/data/jurisdictions/us/states/sc/people/roger-kirby.md
+++ b/data/jurisdictions/us/states/sc/people/roger-kirby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 101"
+represents: "us/states/sc/districts/house/101"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 101 (SC State House of Representatives District 101).
 
+Represents [SC State House of Representatives District 101](/us/states/sc/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/ronnie-cromer.md b/data/jurisdictions/us/states/sc/people/ronnie-cromer.md
index 72236321ea..b6c18419a4 100644
--- a/data/jurisdictions/us/states/sc/people/ronnie-cromer.md
+++ b/data/jurisdictions/us/states/sc/people/ronnie-cromer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 18"
+represents: "us/states/sc/districts/senate/18"
 tenure:
   start: "2003-04-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 18 (SC State Senate District 18).
 
+Represents [SC State Senate District 18](/us/states/sc/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/ronnie-sabb.md b/data/jurisdictions/us/states/sc/people/ronnie-sabb.md
index d1e88e2f66..d11b62651f 100644
--- a/data/jurisdictions/us/states/sc/people/ronnie-sabb.md
+++ b/data/jurisdictions/us/states/sc/people/ronnie-sabb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 32"
+represents: "us/states/sc/districts/senate/32"
 tenure:
   start: "2014-11-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 32 (SC State Senate District 32).
 
+Represents [SC State Senate District 32](/us/states/sc/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/rosalyn-henderson-myers.md b/data/jurisdictions/us/states/sc/people/rosalyn-henderson-myers.md
index c941555667..7ea786cba7 100644
--- a/data/jurisdictions/us/states/sc/people/rosalyn-henderson-myers.md
+++ b/data/jurisdictions/us/states/sc/people/rosalyn-henderson-myers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 31"
+represents: "us/states/sc/districts/house/31"
 tenure:
   start: "2017-09-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 31 (SC State House of Representatives District 31).
 
+Represents [SC State House of Representatives District 31](/us/states/sc/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/ross-turner.md b/data/jurisdictions/us/states/sc/people/ross-turner.md
index cb44407dc4..c84c93922d 100644
--- a/data/jurisdictions/us/states/sc/people/ross-turner.md
+++ b/data/jurisdictions/us/states/sc/people/ross-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 8"
+represents: "us/states/sc/districts/senate/8"
 tenure:
   start: "2012-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 8 (SC State Senate District 8).
 
+Represents [SC State Senate District 8](/us/states/sc/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/russell-ott.md b/data/jurisdictions/us/states/sc/people/russell-ott.md
index ff0250731b..45efe60bd8 100644
--- a/data/jurisdictions/us/states/sc/people/russell-ott.md
+++ b/data/jurisdictions/us/states/sc/people/russell-ott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 26"
+represents: "us/states/sc/districts/senate/26"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 26 (SC State Senate District 26).
 
+Represents [SC State Senate District 26](/us/states/sc/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/ryan-mccabe.md b/data/jurisdictions/us/states/sc/people/ryan-mccabe.md
index a4dc24faf2..d39395e25f 100644
--- a/data/jurisdictions/us/states/sc/people/ryan-mccabe.md
+++ b/data/jurisdictions/us/states/sc/people/ryan-mccabe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 96"
+represents: "us/states/sc/districts/house/96"
 tenure:
   start: "2020-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 96 (SC State House of Representatives District 96).
 
+Represents [SC State House of Representatives District 96](/us/states/sc/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/sarita-edgerton.md b/data/jurisdictions/us/states/sc/people/sarita-edgerton.md
index e60f226d30..be02ef3b03 100644
--- a/data/jurisdictions/us/states/sc/people/sarita-edgerton.md
+++ b/data/jurisdictions/us/states/sc/people/sarita-edgerton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 34"
+represents: "us/states/sc/districts/house/34"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 34 (SC State House of Representatives District 34).
 
+Represents [SC State House of Representatives District 34](/us/states/sc/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/scott-montgomery.md b/data/jurisdictions/us/states/sc/people/scott-montgomery.md
index 7d62c772de..476e358f53 100644
--- a/data/jurisdictions/us/states/sc/people/scott-montgomery.md
+++ b/data/jurisdictions/us/states/sc/people/scott-montgomery.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 32"
+represents: "us/states/sc/districts/house/32"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 32 (SC State House of Representatives District 32).
 
+Represents [SC State House of Representatives District 32](/us/states/sc/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/sean-bennett.md b/data/jurisdictions/us/states/sc/people/sean-bennett.md
index 58430637f8..b68b819460 100644
--- a/data/jurisdictions/us/states/sc/people/sean-bennett.md
+++ b/data/jurisdictions/us/states/sc/people/sean-bennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 38"
+represents: "us/states/sc/districts/senate/38"
 tenure:
   start: "2012-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 38 (SC State Senate District 38).
 
+Represents [SC State Senate District 38](/us/states/sc/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/seth-rose.md b/data/jurisdictions/us/states/sc/people/seth-rose.md
index c50881f7e5..5de67cfe0a 100644
--- a/data/jurisdictions/us/states/sc/people/seth-rose.md
+++ b/data/jurisdictions/us/states/sc/people/seth-rose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 72"
+represents: "us/states/sc/districts/house/72"
 tenure:
   start: "2018-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 72 (SC State House of Representatives District 72).
 
+Represents [SC State House of Representatives District 72](/us/states/sc/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/shane-martin.md b/data/jurisdictions/us/states/sc/people/shane-martin.md
index 70cd7c4d61..4547c90ffe 100644
--- a/data/jurisdictions/us/states/sc/people/shane-martin.md
+++ b/data/jurisdictions/us/states/sc/people/shane-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 13"
+represents: "us/states/sc/districts/senate/13"
 tenure:
   start: "2008-11-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 13 (SC State Senate District 13).
 
+Represents [SC State Senate District 13](/us/states/sc/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/shane-massey.md b/data/jurisdictions/us/states/sc/people/shane-massey.md
index 237f12124e..fe5fb3f3fd 100644
--- a/data/jurisdictions/us/states/sc/people/shane-massey.md
+++ b/data/jurisdictions/us/states/sc/people/shane-massey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 25"
+represents: "us/states/sc/districts/senate/25"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 25 (SC State Senate District 25).
 
+Represents [SC State Senate District 25](/us/states/sc/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/shannon-erickson.md b/data/jurisdictions/us/states/sc/people/shannon-erickson.md
index 868bf4eac3..7f8f5381d4 100644
--- a/data/jurisdictions/us/states/sc/people/shannon-erickson.md
+++ b/data/jurisdictions/us/states/sc/people/shannon-erickson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 124"
+represents: "us/states/sc/districts/house/124"
 tenure:
   start: "2007-10-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 124 (SC State House of Representatives District 124).
 
+Represents [SC State House of Representatives District 124](/us/states/sc/districts/house/124.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/spencer-wetmore.md b/data/jurisdictions/us/states/sc/people/spencer-wetmore.md
index 14cc934221..726f87a9e3 100644
--- a/data/jurisdictions/us/states/sc/people/spencer-wetmore.md
+++ b/data/jurisdictions/us/states/sc/people/spencer-wetmore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 115"
+represents: "us/states/sc/districts/house/115"
 tenure:
   start: "2020-09-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 115 (SC State House of Representatives District 115).
 
+Represents [SC State House of Representatives District 115](/us/states/sc/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/stephen-frank.md b/data/jurisdictions/us/states/sc/people/stephen-frank.md
index 13e9bdef38..bb85f07708 100644
--- a/data/jurisdictions/us/states/sc/people/stephen-frank.md
+++ b/data/jurisdictions/us/states/sc/people/stephen-frank.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 20"
+represents: "us/states/sc/districts/house/20"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 20 (SC State House of Representatives District 20).
 
+Represents [SC State House of Representatives District 20](/us/states/sc/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/stephen-goldfinch.md b/data/jurisdictions/us/states/sc/people/stephen-goldfinch.md
index 3cb8dc9250..72ea218c9c 100644
--- a/data/jurisdictions/us/states/sc/people/stephen-goldfinch.md
+++ b/data/jurisdictions/us/states/sc/people/stephen-goldfinch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 34"
+represents: "us/states/sc/districts/senate/34"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 34 (SC State Senate District 34).
 
+Represents [SC State Senate District 34](/us/states/sc/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/steven-long.md b/data/jurisdictions/us/states/sc/people/steven-long.md
index aa429e8217..5f69d23e48 100644
--- a/data/jurisdictions/us/states/sc/people/steven-long.md
+++ b/data/jurisdictions/us/states/sc/people/steven-long.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 37"
+represents: "us/states/sc/districts/house/37"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 37 (SC State House of Representatives District 37).
 
+Represents [SC State House of Representatives District 37](/us/states/sc/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/sylleste-davis.md b/data/jurisdictions/us/states/sc/people/sylleste-davis.md
index 9c31e24964..9f62a7ad58 100644
--- a/data/jurisdictions/us/states/sc/people/sylleste-davis.md
+++ b/data/jurisdictions/us/states/sc/people/sylleste-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 100"
+represents: "us/states/sc/districts/house/100"
 tenure:
   start: "2016-06-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 100 (SC State House of Representatives District 100).
 
+Represents [SC State House of Representatives District 100](/us/states/sc/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/tameika-isaac-devine.md b/data/jurisdictions/us/states/sc/people/tameika-isaac-devine.md
index d0ef8a0d89..653cab7e9b 100644
--- a/data/jurisdictions/us/states/sc/people/tameika-isaac-devine.md
+++ b/data/jurisdictions/us/states/sc/people/tameika-isaac-devine.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 19"
+represents: "us/states/sc/districts/senate/19"
 tenure:
   start: "2024-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 19 (SC State Senate District 19).
 
+Represents [SC State Senate District 19](/us/states/sc/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/terry-alexander.md b/data/jurisdictions/us/states/sc/people/terry-alexander.md
index 121675276b..4555600970 100644
--- a/data/jurisdictions/us/states/sc/people/terry-alexander.md
+++ b/data/jurisdictions/us/states/sc/people/terry-alexander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 59"
+represents: "us/states/sc/districts/house/59"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 59 (SC State House of Representatives District 59).
 
+Represents [SC State House of Representatives District 59](/us/states/sc/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/thomas-beach.md b/data/jurisdictions/us/states/sc/people/thomas-beach.md
index ed38de89d3..56967bf884 100644
--- a/data/jurisdictions/us/states/sc/people/thomas-beach.md
+++ b/data/jurisdictions/us/states/sc/people/thomas-beach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 10"
+represents: "us/states/sc/districts/house/10"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 10 (SC State House of Representatives District 10).
 
+Represents [SC State House of Representatives District 10](/us/states/sc/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/tiffany-spann-wilder.md b/data/jurisdictions/us/states/sc/people/tiffany-spann-wilder.md
index b51b062369..96f4bf8bdf 100644
--- a/data/jurisdictions/us/states/sc/people/tiffany-spann-wilder.md
+++ b/data/jurisdictions/us/states/sc/people/tiffany-spann-wilder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 109"
+represents: "us/states/sc/districts/house/109"
 tenure:
   start: "2024-04-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 109 (SC State House of Representatives District 109).
 
+Represents [SC State House of Representatives District 109](/us/states/sc/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/tim-mcginnis.md b/data/jurisdictions/us/states/sc/people/tim-mcginnis.md
index 1b4ea7c0e7..656696fa4a 100644
--- a/data/jurisdictions/us/states/sc/people/tim-mcginnis.md
+++ b/data/jurisdictions/us/states/sc/people/tim-mcginnis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 56"
+represents: "us/states/sc/districts/house/56"
 tenure:
   start: "2018-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 56 (SC State House of Representatives District 56).
 
+Represents [SC State House of Representatives District 56](/us/states/sc/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/todd-rutherford.md b/data/jurisdictions/us/states/sc/people/todd-rutherford.md
index b8659dc5f5..5905d3a64e 100644
--- a/data/jurisdictions/us/states/sc/people/todd-rutherford.md
+++ b/data/jurisdictions/us/states/sc/people/todd-rutherford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 74"
+represents: "us/states/sc/districts/house/74"
 tenure:
   start: "1998-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 74 (SC State House of Representatives District 74).
 
+Represents [SC State House of Representatives District 74](/us/states/sc/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/tom-alexander.md b/data/jurisdictions/us/states/sc/people/tom-alexander.md
index 27033a0397..640540fe78 100644
--- a/data/jurisdictions/us/states/sc/people/tom-alexander.md
+++ b/data/jurisdictions/us/states/sc/people/tom-alexander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 1"
+represents: "us/states/sc/districts/senate/1"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 1 (SC State Senate District 1).
 
+Represents [SC State Senate District 1](/us/states/sc/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/tom-corbin.md b/data/jurisdictions/us/states/sc/people/tom-corbin.md
index dfb6c8be0e..5d05d8d5c0 100644
--- a/data/jurisdictions/us/states/sc/people/tom-corbin.md
+++ b/data/jurisdictions/us/states/sc/people/tom-corbin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 5"
+represents: "us/states/sc/districts/senate/5"
 tenure:
   start: "2012-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 5 (SC State Senate District 5).
 
+Represents [SC State Senate District 5](/us/states/sc/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/tom-davis.md b/data/jurisdictions/us/states/sc/people/tom-davis.md
index f9c69509ee..343091a690 100644
--- a/data/jurisdictions/us/states/sc/people/tom-davis.md
+++ b/data/jurisdictions/us/states/sc/people/tom-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 46"
+represents: "us/states/sc/districts/senate/46"
 tenure:
   start: "2009-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 46 (SC State Senate District 46).
 
+Represents [SC State Senate District 46](/us/states/sc/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/tom-fernandez.md b/data/jurisdictions/us/states/sc/people/tom-fernandez.md
index 16812ea7b8..a35e1f3fad 100644
--- a/data/jurisdictions/us/states/sc/people/tom-fernandez.md
+++ b/data/jurisdictions/us/states/sc/people/tom-fernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 39"
+represents: "us/states/sc/districts/senate/39"
 tenure:
   start: "2024-11-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 39 (SC State Senate District 39).
 
+Represents [SC State Senate District 39](/us/states/sc/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/tom-hartnett.md b/data/jurisdictions/us/states/sc/people/tom-hartnett.md
index 3c26b23ca6..fc677450c2 100644
--- a/data/jurisdictions/us/states/sc/people/tom-hartnett.md
+++ b/data/jurisdictions/us/states/sc/people/tom-hartnett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 110"
+represents: "us/states/sc/districts/house/110"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 110 (SC State House of Representatives District 110).
 
+Represents [SC State House of Representatives District 110](/us/states/sc/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/tom-young.md b/data/jurisdictions/us/states/sc/people/tom-young.md
index 2b67e1e645..e5699ca5de 100644
--- a/data/jurisdictions/us/states/sc/people/tom-young.md
+++ b/data/jurisdictions/us/states/sc/people/tom-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 24"
+represents: "us/states/sc/districts/senate/24"
 tenure:
   start: "2012-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 24 (SC State Senate District 24).
 
+Represents [SC State Senate District 24](/us/states/sc/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/tommy-pope.md b/data/jurisdictions/us/states/sc/people/tommy-pope.md
index 4b2bf59d0c..cfd7f13eca 100644
--- a/data/jurisdictions/us/states/sc/people/tommy-pope.md
+++ b/data/jurisdictions/us/states/sc/people/tommy-pope.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 47"
+represents: "us/states/sc/districts/house/47"
 tenure:
   start: "2010-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 47 (SC State House of Representatives District 47).
 
+Represents [SC State House of Representatives District 47](/us/states/sc/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/travis-moore.md b/data/jurisdictions/us/states/sc/people/travis-moore.md
index 5e88719f09..832cba28cf 100644
--- a/data/jurisdictions/us/states/sc/people/travis-moore.md
+++ b/data/jurisdictions/us/states/sc/people/travis-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 33"
+represents: "us/states/sc/districts/house/33"
 tenure:
   start: "2020-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 33 (SC State House of Representatives District 33).
 
+Represents [SC State House of Representatives District 33](/us/states/sc/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/val-guest.md b/data/jurisdictions/us/states/sc/people/val-guest.md
index 8a25628943..cc896cb8aa 100644
--- a/data/jurisdictions/us/states/sc/people/val-guest.md
+++ b/data/jurisdictions/us/states/sc/people/val-guest.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 106"
+represents: "us/states/sc/districts/house/106"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 106 (SC State House of Representatives District 106).
 
+Represents [SC State House of Representatives District 106](/us/states/sc/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/wendell-gilliard.md b/data/jurisdictions/us/states/sc/people/wendell-gilliard.md
index 8b422e5d9b..94eb8a0804 100644
--- a/data/jurisdictions/us/states/sc/people/wendell-gilliard.md
+++ b/data/jurisdictions/us/states/sc/people/wendell-gilliard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 111"
+represents: "us/states/sc/districts/house/111"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 111 (SC State House of Representatives District 111).
 
+Represents [SC State House of Representatives District 111](/us/states/sc/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/wendell-jones.md b/data/jurisdictions/us/states/sc/people/wendell-jones.md
index 8fabfe3bad..db8f7839e6 100644
--- a/data/jurisdictions/us/states/sc/people/wendell-jones.md
+++ b/data/jurisdictions/us/states/sc/people/wendell-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 25"
+represents: "us/states/sc/districts/house/25"
 tenure:
   start: "2022-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 25 (SC State House of Representatives District 25).
 
+Represents [SC State House of Representatives District 25](/us/states/sc/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/wes-climer.md b/data/jurisdictions/us/states/sc/people/wes-climer.md
index d9bb70d00b..5e6c5a9026 100644
--- a/data/jurisdictions/us/states/sc/people/wes-climer.md
+++ b/data/jurisdictions/us/states/sc/people/wes-climer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State Senate District 15"
+represents: "us/states/sc/districts/senate/15"
 tenure:
   start: "2016-11-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC Senate District 15 (SC State Senate District 15).
 
+Represents [SC State Senate District 15](/us/states/sc/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/weston-newton.md b/data/jurisdictions/us/states/sc/people/weston-newton.md
index e4d2e68382..28c129ec29 100644
--- a/data/jurisdictions/us/states/sc/people/weston-newton.md
+++ b/data/jurisdictions/us/states/sc/people/weston-newton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 120"
+represents: "us/states/sc/districts/house/120"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 120 (SC State House of Representatives District 120).
 
+Represents [SC State House of Representatives District 120](/us/states/sc/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sc/people/william-bailey.md b/data/jurisdictions/us/states/sc/people/william-bailey.md
index 3b9cf700c4..b08ba39cd6 100644
--- a/data/jurisdictions/us/states/sc/people/william-bailey.md
+++ b/data/jurisdictions/us/states/sc/people/william-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SC"
 district: "SC State House of Representatives District 104"
+represents: "us/states/sc/districts/house/104"
 tenure:
   start: "2018-11-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SC House District 104 (SC State House of Representatives District 104).
 
+Represents [SC State House of Representatives District 104](/us/states/sc/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/counties/aurora/index.md b/data/jurisdictions/us/states/sd/counties/aurora/index.md
index 0b7dab3bd2..2fef8b0890 100644
--- a/data/jurisdictions/us/states/sd/counties/aurora/index.md
+++ b/data/jurisdictions/us/states/sd/counties/aurora/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 184
   bachelors_plus: 441
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/21"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 184 |
 | Bachelor's or higher | 441 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 21](/us/states/sd/districts/senate/21.md) — 100% (state senate)
+- [SD House District 21](/us/states/sd/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/beadle/index.md b/data/jurisdictions/us/states/sd/counties/beadle/index.md
index 6a01908e26..628b14af76 100644
--- a/data/jurisdictions/us/states/sd/counties/beadle/index.md
+++ b/data/jurisdictions/us/states/sd/counties/beadle/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 290
   hispanic: 2878
   bachelors_plus: 4403
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/22"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/house/22"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2878 |
 | Bachelor's or higher | 4403 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 22](/us/states/sd/districts/senate/22.md) — 100% (state senate)
+- [SD House District 22](/us/states/sd/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/bennett/index.md b/data/jurisdictions/us/states/sd/counties/bennett/index.md
index f427e591b9..1c5aedc76d 100644
--- a/data/jurisdictions/us/states/sd/counties/bennett/index.md
+++ b/data/jurisdictions/us/states/sd/counties/bennett/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1942
   hispanic: 169
   bachelors_plus: 375
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/house/27"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 169 |
 | Bachelor's or higher | 375 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 27](/us/states/sd/districts/senate/27.md) — 100% (state senate)
+- [SD House District 27](/us/states/sd/districts/house/27.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/bon-homme/index.md b/data/jurisdictions/us/states/sd/counties/bon-homme/index.md
index cd0f19d7ee..a9e3963e72 100644
--- a/data/jurisdictions/us/states/sd/counties/bon-homme/index.md
+++ b/data/jurisdictions/us/states/sd/counties/bon-homme/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 404
   hispanic: 166
   bachelors_plus: 1348
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/sd/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/sd/districts/house/19"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 166 |
 | Bachelor's or higher | 1348 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 19](/us/states/sd/districts/senate/19.md) — 100% (state senate)
+- [SD House District 19](/us/states/sd/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/brookings/index.md b/data/jurisdictions/us/states/sd/counties/brookings/index.md
index aefab6a28f..acd1af43c9 100644
--- a/data/jurisdictions/us/states/sd/counties/brookings/index.md
+++ b/data/jurisdictions/us/states/sd/counties/brookings/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 460
   hispanic: 1609
   bachelors_plus: 10900
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/senate/8"
+    rel: in-district
+    area_weight: 0.865
+  - to: "us/states/sd/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1349
+  - to: "us/states/sd/districts/house/8"
+    rel: in-district
+    area_weight: 0.865
+  - to: "us/states/sd/districts/house/7"
+    rel: in-district
+    area_weight: 0.1349
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 1609 |
 | Bachelor's or higher | 10900 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 8](/us/states/sd/districts/senate/8.md) — 86% (state senate)
+- [SD Senate District 7](/us/states/sd/districts/senate/7.md) — 13% (state senate)
+- [SD House District 8](/us/states/sd/districts/house/8.md) — 86% (state house)
+- [SD House District 7](/us/states/sd/districts/house/7.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/brown/index.md b/data/jurisdictions/us/states/sd/counties/brown/index.md
index 1a52d619ef..05ae30eb73 100644
--- a/data/jurisdictions/us/states/sd/counties/brown/index.md
+++ b/data/jurisdictions/us/states/sd/counties/brown/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1154
   hispanic: 1770
   bachelors_plus: 11184
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9538
+  - to: "us/states/sd/districts/senate/23"
+    rel: in-district
+    area_weight: 0.025
+  - to: "us/states/sd/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0212
+  - to: "us/states/sd/districts/house/1"
+    rel: in-district
+    area_weight: 0.9538
+  - to: "us/states/sd/districts/house/23"
+    rel: in-district
+    area_weight: 0.025
+  - to: "us/states/sd/districts/house/3"
+    rel: in-district
+    area_weight: 0.0212
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1770 |
 | Bachelor's or higher | 11184 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 1](/us/states/sd/districts/senate/1.md) — 95% (state senate)
+- [SD Senate District 23](/us/states/sd/districts/senate/23.md) — 2% (state senate)
+- [SD Senate District 3](/us/states/sd/districts/senate/3.md) — 2% (state senate)
+- [SD House District 1](/us/states/sd/districts/house/1.md) — 95% (state house)
+- [SD House District 23](/us/states/sd/districts/house/23.md) — 2% (state house)
+- [SD House District 3](/us/states/sd/districts/house/3.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/brule/index.md b/data/jurisdictions/us/states/sd/counties/brule/index.md
index 46ec640dd6..6991bb7a3b 100644
--- a/data/jurisdictions/us/states/sd/counties/brule/index.md
+++ b/data/jurisdictions/us/states/sd/counties/brule/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 541
   hispanic: 121
   bachelors_plus: 1312
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/26b"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 121 |
 | Bachelor's or higher | 1312 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 26](/us/states/sd/districts/senate/26.md) — 100% (state senate)
+- [SD House District 26B](/us/states/sd/districts/house/26b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/buffalo/index.md b/data/jurisdictions/us/states/sd/counties/buffalo/index.md
index 3491efc4f4..c308ecb848 100644
--- a/data/jurisdictions/us/states/sd/counties/buffalo/index.md
+++ b/data/jurisdictions/us/states/sd/counties/buffalo/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1428
   hispanic: 31
   bachelors_plus: 101
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/26b"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 31 |
 | Bachelor's or higher | 101 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 26](/us/states/sd/districts/senate/26.md) — 100% (state senate)
+- [SD House District 26B](/us/states/sd/districts/house/26b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/butte/index.md b/data/jurisdictions/us/states/sd/counties/butte/index.md
index 11df254462..86eb456d12 100644
--- a/data/jurisdictions/us/states/sd/counties/butte/index.md
+++ b/data/jurisdictions/us/states/sd/counties/butte/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 167
   hispanic: 456
   bachelors_plus: 1815
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/28b"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 456 |
 | Bachelor's or higher | 1815 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 28](/us/states/sd/districts/senate/28.md) — 100% (state senate)
+- [SD House District 28B](/us/states/sd/districts/house/28b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/campbell/index.md b/data/jurisdictions/us/states/sd/counties/campbell/index.md
index 0bdfba6b56..18ac99f7d8 100644
--- a/data/jurisdictions/us/states/sd/counties/campbell/index.md
+++ b/data/jurisdictions/us/states/sd/counties/campbell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 125
   bachelors_plus: 529
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/23"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 125 |
 | Bachelor's or higher | 529 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 23](/us/states/sd/districts/senate/23.md) — 100% (state senate)
+- [SD House District 23](/us/states/sd/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/charles-mix/index.md b/data/jurisdictions/us/states/sd/counties/charles-mix/index.md
index 6b2f281fc9..c2d606b312 100644
--- a/data/jurisdictions/us/states/sd/counties/charles-mix/index.md
+++ b/data/jurisdictions/us/states/sd/counties/charles-mix/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2625
   hispanic: 274
   bachelors_plus: 1882
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/house/21"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 274 |
 | Bachelor's or higher | 1882 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 21](/us/states/sd/districts/senate/21.md) — 100% (state senate)
+- [SD House District 21](/us/states/sd/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/clark/index.md b/data/jurisdictions/us/states/sd/counties/clark/index.md
index 0a009cb919..ffcc023850 100644
--- a/data/jurisdictions/us/states/sd/counties/clark/index.md
+++ b/data/jurisdictions/us/states/sd/counties/clark/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 29
   hispanic: 209
   bachelors_plus: 564
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.8158
+  - to: "us/states/sd/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1841
+  - to: "us/states/sd/districts/house/4"
+    rel: in-district
+    area_weight: 0.8158
+  - to: "us/states/sd/districts/house/22"
+    rel: in-district
+    area_weight: 0.1841
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 209 |
 | Bachelor's or higher | 564 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 4](/us/states/sd/districts/senate/4.md) — 82% (state senate)
+- [SD Senate District 22](/us/states/sd/districts/senate/22.md) — 18% (state senate)
+- [SD House District 4](/us/states/sd/districts/house/4.md) — 82% (state house)
+- [SD House District 22](/us/states/sd/districts/house/22.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/clay/index.md b/data/jurisdictions/us/states/sd/counties/clay/index.md
index 7ab1e29706..401de211a1 100644
--- a/data/jurisdictions/us/states/sd/counties/clay/index.md
+++ b/data/jurisdictions/us/states/sd/counties/clay/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 574
   hispanic: 504
   bachelors_plus: 4977
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/sd/districts/senate/17"
+    rel: in-district
+    area_weight: 0.8275
+  - to: "us/states/sd/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1722
+  - to: "us/states/sd/districts/house/17"
+    rel: in-district
+    area_weight: 0.8275
+  - to: "us/states/sd/districts/house/18"
+    rel: in-district
+    area_weight: 0.1722
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 504 |
 | Bachelor's or higher | 4977 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 17](/us/states/sd/districts/senate/17.md) — 83% (state senate)
+- [SD Senate District 18](/us/states/sd/districts/senate/18.md) — 17% (state senate)
+- [SD House District 17](/us/states/sd/districts/house/17.md) — 83% (state house)
+- [SD House District 18](/us/states/sd/districts/house/18.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/codington/index.md b/data/jurisdictions/us/states/sd/counties/codington/index.md
index 27912232c4..72604ceae5 100644
--- a/data/jurisdictions/us/states/sd/counties/codington/index.md
+++ b/data/jurisdictions/us/states/sd/counties/codington/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 538
   hispanic: 946
   bachelors_plus: 5318
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.8005
+  - to: "us/states/sd/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1994
+  - to: "us/states/sd/districts/house/4"
+    rel: in-district
+    area_weight: 0.8005
+  - to: "us/states/sd/districts/house/5"
+    rel: in-district
+    area_weight: 0.1994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 946 |
 | Bachelor's or higher | 5318 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 4](/us/states/sd/districts/senate/4.md) — 80% (state senate)
+- [SD Senate District 5](/us/states/sd/districts/senate/5.md) — 20% (state senate)
+- [SD House District 4](/us/states/sd/districts/house/4.md) — 80% (state house)
+- [SD House District 5](/us/states/sd/districts/house/5.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/corson/index.md b/data/jurisdictions/us/states/sd/counties/corson/index.md
index c7a61c2a02..9aeba50dd0 100644
--- a/data/jurisdictions/us/states/sd/counties/corson/index.md
+++ b/data/jurisdictions/us/states/sd/counties/corson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2538
   hispanic: 20
   bachelors_plus: 478
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/28a"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 20 |
 | Bachelor's or higher | 478 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 28](/us/states/sd/districts/senate/28.md) — 100% (state senate)
+- [SD House District 28A](/us/states/sd/districts/house/28a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/custer/index.md b/data/jurisdictions/us/states/sd/counties/custer/index.md
index eb7695c0d1..855c5bcda9 100644
--- a/data/jurisdictions/us/states/sd/counties/custer/index.md
+++ b/data/jurisdictions/us/states/sd/counties/custer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 177
   hispanic: 274
   bachelors_plus: 3235
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/30"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 274 |
 | Bachelor's or higher | 3235 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 30](/us/states/sd/districts/senate/30.md) — 100% (state senate)
+- [SD House District 30](/us/states/sd/districts/house/30.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/davison/index.md b/data/jurisdictions/us/states/sd/counties/davison/index.md
index f0b4879dad..f151ef681e 100644
--- a/data/jurisdictions/us/states/sd/counties/davison/index.md
+++ b/data/jurisdictions/us/states/sd/counties/davison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 824
   hispanic: 1017
   bachelors_plus: 3832
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/20"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1017 |
 | Bachelor's or higher | 3832 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 20](/us/states/sd/districts/senate/20.md) — 100% (state senate)
+- [SD House District 20](/us/states/sd/districts/house/20.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/day/index.md b/data/jurisdictions/us/states/sd/counties/day/index.md
index b4ba2608b1..d9cd816598 100644
--- a/data/jurisdictions/us/states/sd/counties/day/index.md
+++ b/data/jurisdictions/us/states/sd/counties/day/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 534
   hispanic: 154
   bachelors_plus: 1088
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/house/1"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 154 |
 | Bachelor's or higher | 1088 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 1](/us/states/sd/districts/senate/1.md) — 100% (state senate)
+- [SD House District 1](/us/states/sd/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/deuel/index.md b/data/jurisdictions/us/states/sd/counties/deuel/index.md
index 51f9d01c29..2e1cb66e1c 100644
--- a/data/jurisdictions/us/states/sd/counties/deuel/index.md
+++ b/data/jurisdictions/us/states/sd/counties/deuel/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 136
   bachelors_plus: 900
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/sd/districts/house/4"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 136 |
 | Bachelor's or higher | 900 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 4](/us/states/sd/districts/senate/4.md) — 100% (state senate)
+- [SD House District 4](/us/states/sd/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/dewey/index.md b/data/jurisdictions/us/states/sd/counties/dewey/index.md
index c2d8aebc82..8b15700d43 100644
--- a/data/jurisdictions/us/states/sd/counties/dewey/index.md
+++ b/data/jurisdictions/us/states/sd/counties/dewey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3862
   hispanic: 54
   bachelors_plus: 680
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/house/28a"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 54 |
 | Bachelor's or higher | 680 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 28](/us/states/sd/districts/senate/28.md) — 100% (state senate)
+- [SD House District 28A](/us/states/sd/districts/house/28a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/douglas/index.md b/data/jurisdictions/us/states/sd/counties/douglas/index.md
index bfd9624f18..b33a30a5dd 100644
--- a/data/jurisdictions/us/states/sd/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/sd/counties/douglas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 64
   hispanic: 84
   bachelors_plus: 585
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/21"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 84 |
 | Bachelor's or higher | 585 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 21](/us/states/sd/districts/senate/21.md) — 100% (state senate)
+- [SD House District 21](/us/states/sd/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/edmunds/index.md b/data/jurisdictions/us/states/sd/counties/edmunds/index.md
index 9cb2c3057c..0020515366 100644
--- a/data/jurisdictions/us/states/sd/counties/edmunds/index.md
+++ b/data/jurisdictions/us/states/sd/counties/edmunds/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 20
   hispanic: 108
   bachelors_plus: 982
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/house/23"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 108 |
 | Bachelor's or higher | 982 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 23](/us/states/sd/districts/senate/23.md) — 100% (state senate)
+- [SD House District 23](/us/states/sd/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/fall-river/index.md b/data/jurisdictions/us/states/sd/counties/fall-river/index.md
index 789db3d230..215ce644cd 100644
--- a/data/jurisdictions/us/states/sd/counties/fall-river/index.md
+++ b/data/jurisdictions/us/states/sd/counties/fall-river/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 376
   hispanic: 249
   bachelors_plus: 2251
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/30"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 249 |
 | Bachelor's or higher | 2251 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 30](/us/states/sd/districts/senate/30.md) — 100% (state senate)
+- [SD House District 30](/us/states/sd/districts/house/30.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/faulk/index.md b/data/jurisdictions/us/states/sd/counties/faulk/index.md
index 988d904078..5009c34fb8 100644
--- a/data/jurisdictions/us/states/sd/counties/faulk/index.md
+++ b/data/jurisdictions/us/states/sd/counties/faulk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 28
   bachelors_plus: 418
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/23"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 28 |
 | Bachelor's or higher | 418 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 23](/us/states/sd/districts/senate/23.md) — 100% (state senate)
+- [SD House District 23](/us/states/sd/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/grant/index.md b/data/jurisdictions/us/states/sd/counties/grant/index.md
index 1d5650c3d3..07a7e16429 100644
--- a/data/jurisdictions/us/states/sd/counties/grant/index.md
+++ b/data/jurisdictions/us/states/sd/counties/grant/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 203
   hispanic: 559
   bachelors_plus: 1718
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/4"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 559 |
 | Bachelor's or higher | 1718 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 4](/us/states/sd/districts/senate/4.md) — 100% (state senate)
+- [SD House District 4](/us/states/sd/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/gregory/index.md b/data/jurisdictions/us/states/sd/counties/gregory/index.md
index 414b68325c..10801e3157 100644
--- a/data/jurisdictions/us/states/sd/counties/gregory/index.md
+++ b/data/jurisdictions/us/states/sd/counties/gregory/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 162
   hispanic: 24
   bachelors_plus: 805
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/house/21"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 24 |
 | Bachelor's or higher | 805 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 21](/us/states/sd/districts/senate/21.md) — 100% (state senate)
+- [SD House District 21](/us/states/sd/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/haakon/index.md b/data/jurisdictions/us/states/sd/counties/haakon/index.md
index 350571378c..4fe8667951 100644
--- a/data/jurisdictions/us/states/sd/counties/haakon/index.md
+++ b/data/jurisdictions/us/states/sd/counties/haakon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 108
   hispanic: 2
   bachelors_plus: 318
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/sd/districts/house/24"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2 |
 | Bachelor's or higher | 318 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 24](/us/states/sd/districts/senate/24.md) — 100% (state senate)
+- [SD House District 24](/us/states/sd/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/hamlin/index.md b/data/jurisdictions/us/states/sd/counties/hamlin/index.md
index e614cce79d..746247d8da 100644
--- a/data/jurisdictions/us/states/sd/counties/hamlin/index.md
+++ b/data/jurisdictions/us/states/sd/counties/hamlin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 375
   bachelors_plus: 1126
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/4"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/house/4"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 375 |
 | Bachelor's or higher | 1126 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 4](/us/states/sd/districts/senate/4.md) — 100% (state senate)
+- [SD House District 4](/us/states/sd/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/hand/index.md b/data/jurisdictions/us/states/sd/counties/hand/index.md
index 912c43fb56..33283de971 100644
--- a/data/jurisdictions/us/states/sd/counties/hand/index.md
+++ b/data/jurisdictions/us/states/sd/counties/hand/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 45
   hispanic: 65
   bachelors_plus: 728
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/23"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 65 |
 | Bachelor's or higher | 728 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 23](/us/states/sd/districts/senate/23.md) — 100% (state senate)
+- [SD House District 23](/us/states/sd/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/hanson/index.md b/data/jurisdictions/us/states/sd/counties/hanson/index.md
index fb67f62308..2d9b000be8 100644
--- a/data/jurisdictions/us/states/sd/counties/hanson/index.md
+++ b/data/jurisdictions/us/states/sd/counties/hanson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 48
   bachelors_plus: 628
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/sd/districts/house/19"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 48 |
 | Bachelor's or higher | 628 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 19](/us/states/sd/districts/senate/19.md) — 100% (state senate)
+- [SD House District 19](/us/states/sd/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/harding/index.md b/data/jurisdictions/us/states/sd/counties/harding/index.md
index 932b8b66c0..2d22288b91 100644
--- a/data/jurisdictions/us/states/sd/counties/harding/index.md
+++ b/data/jurisdictions/us/states/sd/counties/harding/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 16
   bachelors_plus: 278
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/28b"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 16 |
 | Bachelor's or higher | 278 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 28](/us/states/sd/districts/senate/28.md) — 100% (state senate)
+- [SD House District 28B](/us/states/sd/districts/house/28b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/hughes/index.md b/data/jurisdictions/us/states/sd/counties/hughes/index.md
index 2fcf53a697..b274dd3ea6 100644
--- a/data/jurisdictions/us/states/sd/counties/hughes/index.md
+++ b/data/jurisdictions/us/states/sd/counties/hughes/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1941
   hispanic: 580
   bachelors_plus: 6532
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/24"
+    rel: in-district
+    area_weight: 0.8499
+  - to: "us/states/sd/districts/senate/26"
+    rel: in-district
+    area_weight: 0.1501
+  - to: "us/states/sd/districts/house/24"
+    rel: in-district
+    area_weight: 0.8499
+  - to: "us/states/sd/districts/house/26b"
+    rel: in-district
+    area_weight: 0.1501
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 580 |
 | Bachelor's or higher | 6532 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 24](/us/states/sd/districts/senate/24.md) — 85% (state senate)
+- [SD Senate District 26](/us/states/sd/districts/senate/26.md) — 15% (state senate)
+- [SD House District 24](/us/states/sd/districts/house/24.md) — 85% (state house)
+- [SD House District 26B](/us/states/sd/districts/house/26b.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/hutchinson/index.md b/data/jurisdictions/us/states/sd/counties/hutchinson/index.md
index aa40239911..e5a236731f 100644
--- a/data/jurisdictions/us/states/sd/counties/hutchinson/index.md
+++ b/data/jurisdictions/us/states/sd/counties/hutchinson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 75
   hispanic: 200
   bachelors_plus: 1754
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/19"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 200 |
 | Bachelor's or higher | 1754 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 19](/us/states/sd/districts/senate/19.md) — 100% (state senate)
+- [SD House District 19](/us/states/sd/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/hyde/index.md b/data/jurisdictions/us/states/sd/counties/hyde/index.md
index cbbec3072a..456da2806f 100644
--- a/data/jurisdictions/us/states/sd/counties/hyde/index.md
+++ b/data/jurisdictions/us/states/sd/counties/hyde/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 11
   hispanic: 19
   bachelors_plus: 204
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9025
+  - to: "us/states/sd/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0975
+  - to: "us/states/sd/districts/house/24"
+    rel: in-district
+    area_weight: 0.9025
+  - to: "us/states/sd/districts/house/26b"
+    rel: in-district
+    area_weight: 0.0975
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 19 |
 | Bachelor's or higher | 204 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 24](/us/states/sd/districts/senate/24.md) — 90% (state senate)
+- [SD Senate District 26](/us/states/sd/districts/senate/26.md) — 10% (state senate)
+- [SD House District 24](/us/states/sd/districts/house/24.md) — 90% (state house)
+- [SD House District 26B](/us/states/sd/districts/house/26b.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/jackson/index.md b/data/jurisdictions/us/states/sd/counties/jackson/index.md
index f8bc6bddca..1ea103e302 100644
--- a/data/jurisdictions/us/states/sd/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/sd/counties/jackson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1716
   hispanic: 12
   bachelors_plus: 248
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/27"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 12 |
 | Bachelor's or higher | 248 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 27](/us/states/sd/districts/senate/27.md) — 100% (state senate)
+- [SD House District 27](/us/states/sd/districts/house/27.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/jerauld/index.md b/data/jurisdictions/us/states/sd/counties/jerauld/index.md
index ed0d96982d..078653df63 100644
--- a/data/jurisdictions/us/states/sd/counties/jerauld/index.md
+++ b/data/jurisdictions/us/states/sd/counties/jerauld/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 124
   bachelors_plus: 322
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/house/20"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 124 |
 | Bachelor's or higher | 322 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 20](/us/states/sd/districts/senate/20.md) — 100% (state senate)
+- [SD House District 20](/us/states/sd/districts/house/20.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/jones/index.md b/data/jurisdictions/us/states/sd/counties/jones/index.md
index c5ad368cf6..5085f8393c 100644
--- a/data/jurisdictions/us/states/sd/counties/jones/index.md
+++ b/data/jurisdictions/us/states/sd/counties/jones/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 175
   hispanic: 10
   bachelors_plus: 235
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/26a"
+    rel: in-district
+    area_weight: 0.5724
+  - to: "us/states/sd/districts/house/26b"
+    rel: in-district
+    area_weight: 0.4275
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 10 |
 | Bachelor's or higher | 235 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 26](/us/states/sd/districts/senate/26.md) — 100% (state senate)
+- [SD House District 26A](/us/states/sd/districts/house/26a.md) — 57% (state house)
+- [SD House District 26B](/us/states/sd/districts/house/26b.md) — 43% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/kingsbury/index.md b/data/jurisdictions/us/states/sd/counties/kingsbury/index.md
index a3ac625769..db4e405557 100644
--- a/data/jurisdictions/us/states/sd/counties/kingsbury/index.md
+++ b/data/jurisdictions/us/states/sd/counties/kingsbury/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 49
   hispanic: 152
   bachelors_plus: 1029
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/8"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/house/8"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 152 |
 | Bachelor's or higher | 1029 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 8](/us/states/sd/districts/senate/8.md) — 100% (state senate)
+- [SD House District 8](/us/states/sd/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/lake/index.md b/data/jurisdictions/us/states/sd/counties/lake/index.md
index e9a21f0cfb..50e3cfc028 100644
--- a/data/jurisdictions/us/states/sd/counties/lake/index.md
+++ b/data/jurisdictions/us/states/sd/counties/lake/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 276
   hispanic: 577
   bachelors_plus: 3417
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/8"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/house/8"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 577 |
 | Bachelor's or higher | 3417 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 8](/us/states/sd/districts/senate/8.md) — 100% (state senate)
+- [SD House District 8](/us/states/sd/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/lawrence/index.md b/data/jurisdictions/us/states/sd/counties/lawrence/index.md
index c6ddcc7bec..79231a8eb0 100644
--- a/data/jurisdictions/us/states/sd/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/sd/counties/lawrence/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 683
   hispanic: 1057
   bachelors_plus: 8891
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/sd/districts/house/31"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1057 |
 | Bachelor's or higher | 8891 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 31](/us/states/sd/districts/senate/31.md) — 100% (state senate)
+- [SD House District 31](/us/states/sd/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/lincoln/index.md b/data/jurisdictions/us/states/sd/counties/lincoln/index.md
index 42604034da..ab5e5383af 100644
--- a/data/jurisdictions/us/states/sd/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/sd/counties/lincoln/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 361
   hispanic: 2226
   bachelors_plus: 27417
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/sd/districts/senate/16"
+    rel: in-district
+    area_weight: 0.7995
+  - to: "us/states/sd/districts/senate/6"
+    rel: in-district
+    area_weight: 0.1794
+  - to: "us/states/sd/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0119
+  - to: "us/states/sd/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0081
+  - to: "us/states/sd/districts/house/16"
+    rel: in-district
+    area_weight: 0.7995
+  - to: "us/states/sd/districts/house/6"
+    rel: in-district
+    area_weight: 0.1794
+  - to: "us/states/sd/districts/house/13"
+    rel: in-district
+    area_weight: 0.0119
+  - to: "us/states/sd/districts/house/12"
+    rel: in-district
+    area_weight: 0.0081
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 2226 |
 | Bachelor's or higher | 27417 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 16](/us/states/sd/districts/senate/16.md) — 80% (state senate)
+- [SD Senate District 6](/us/states/sd/districts/senate/6.md) — 18% (state senate)
+- [SD Senate District 13](/us/states/sd/districts/senate/13.md) — 1% (state senate)
+- [SD Senate District 12](/us/states/sd/districts/senate/12.md) — 1% (state senate)
+- [SD House District 16](/us/states/sd/districts/house/16.md) — 80% (state house)
+- [SD House District 6](/us/states/sd/districts/house/6.md) — 18% (state house)
+- [SD House District 13](/us/states/sd/districts/house/13.md) — 1% (state house)
+- [SD House District 12](/us/states/sd/districts/house/12.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/lyman/index.md b/data/jurisdictions/us/states/sd/counties/lyman/index.md
index 3b72175a93..4ba50ddeef 100644
--- a/data/jurisdictions/us/states/sd/counties/lyman/index.md
+++ b/data/jurisdictions/us/states/sd/counties/lyman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1467
   hispanic: 44
   bachelors_plus: 698
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/26b"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 44 |
 | Bachelor's or higher | 698 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 26](/us/states/sd/districts/senate/26.md) — 100% (state senate)
+- [SD House District 26B](/us/states/sd/districts/house/26b.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/marshall/index.md b/data/jurisdictions/us/states/sd/counties/marshall/index.md
index 5395b5e63a..61a416a833 100644
--- a/data/jurisdictions/us/states/sd/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/sd/counties/marshall/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 255
   hispanic: 278
   bachelors_plus: 929
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/sd/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/sd/districts/house/1"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 278 |
 | Bachelor's or higher | 929 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 1](/us/states/sd/districts/senate/1.md) — 100% (state senate)
+- [SD House District 1](/us/states/sd/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/mccook/index.md b/data/jurisdictions/us/states/sd/counties/mccook/index.md
index b2c4d0dc95..f8e82d00cd 100644
--- a/data/jurisdictions/us/states/sd/counties/mccook/index.md
+++ b/data/jurisdictions/us/states/sd/counties/mccook/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 103
   hispanic: 206
   bachelors_plus: 1477
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/19"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 206 |
 | Bachelor's or higher | 1477 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 19](/us/states/sd/districts/senate/19.md) — 100% (state senate)
+- [SD House District 19](/us/states/sd/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/mcpherson/index.md b/data/jurisdictions/us/states/sd/counties/mcpherson/index.md
index 799d7608aa..905cfa71ae 100644
--- a/data/jurisdictions/us/states/sd/counties/mcpherson/index.md
+++ b/data/jurisdictions/us/states/sd/counties/mcpherson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 3
   bachelors_plus: 488
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/23"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3 |
 | Bachelor's or higher | 488 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 23](/us/states/sd/districts/senate/23.md) — 100% (state senate)
+- [SD House District 23](/us/states/sd/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/meade/index.md b/data/jurisdictions/us/states/sd/counties/meade/index.md
index 8e1079f45b..2ec72ef90e 100644
--- a/data/jurisdictions/us/states/sd/counties/meade/index.md
+++ b/data/jurisdictions/us/states/sd/counties/meade/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 558
   hispanic: 1489
   bachelors_plus: 7174
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9941
+  - to: "us/states/sd/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/sd/districts/house/29"
+    rel: in-district
+    area_weight: 0.9941
+  - to: "us/states/sd/districts/house/33"
+    rel: in-district
+    area_weight: 0.0057
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1489 |
 | Bachelor's or higher | 7174 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 29](/us/states/sd/districts/senate/29.md) — 99% (state senate)
+- [SD Senate District 33](/us/states/sd/districts/senate/33.md) — 1% (state senate)
+- [SD House District 29](/us/states/sd/districts/house/29.md) — 99% (state house)
+- [SD House District 33](/us/states/sd/districts/house/33.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/mellette/index.md b/data/jurisdictions/us/states/sd/counties/mellette/index.md
index c7fc12b51d..f8f511ed65 100644
--- a/data/jurisdictions/us/states/sd/counties/mellette/index.md
+++ b/data/jurisdictions/us/states/sd/counties/mellette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1096
   hispanic: 17
   bachelors_plus: 310
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/26a"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 17 |
 | Bachelor's or higher | 310 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 26](/us/states/sd/districts/senate/26.md) — 100% (state senate)
+- [SD House District 26A](/us/states/sd/districts/house/26a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/miner/index.md b/data/jurisdictions/us/states/sd/counties/miner/index.md
index 3cea3117bc..781c2b4f88 100644
--- a/data/jurisdictions/us/states/sd/counties/miner/index.md
+++ b/data/jurisdictions/us/states/sd/counties/miner/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 17
   hispanic: 30
   bachelors_plus: 347
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/8"
+    rel: in-district
+    area_weight: 0.8111
+  - to: "us/states/sd/districts/senate/20"
+    rel: in-district
+    area_weight: 0.1889
+  - to: "us/states/sd/districts/house/8"
+    rel: in-district
+    area_weight: 0.8111
+  - to: "us/states/sd/districts/house/20"
+    rel: in-district
+    area_weight: 0.1889
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 30 |
 | Bachelor's or higher | 347 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 8](/us/states/sd/districts/senate/8.md) — 81% (state senate)
+- [SD Senate District 20](/us/states/sd/districts/senate/20.md) — 19% (state senate)
+- [SD House District 8](/us/states/sd/districts/house/8.md) — 81% (state house)
+- [SD House District 20](/us/states/sd/districts/house/20.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/minnehaha/index.md b/data/jurisdictions/us/states/sd/counties/minnehaha/index.md
index 66a51c0047..7c4a7a781a 100644
--- a/data/jurisdictions/us/states/sd/counties/minnehaha/index.md
+++ b/data/jurisdictions/us/states/sd/counties/minnehaha/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 3333
   hispanic: 15014
   bachelors_plus: 70016
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/senate/25"
+    rel: in-district
+    area_weight: 0.7076
+  - to: "us/states/sd/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1231
+  - to: "us/states/sd/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1084
+  - to: "us/states/sd/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0199
+  - to: "us/states/sd/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0152
+  - to: "us/states/sd/districts/senate/14"
+    rel: in-district
+    area_weight: 0.008
+  - to: "us/states/sd/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0076
+  - to: "us/states/sd/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0063
+  - to: "us/states/sd/districts/house/25"
+    rel: in-district
+    area_weight: 0.7076
+  - to: "us/states/sd/districts/house/2"
+    rel: in-district
+    area_weight: 0.1231
+  - to: "us/states/sd/districts/house/9"
+    rel: in-district
+    area_weight: 0.1084
+  - to: "us/states/sd/districts/house/15"
+    rel: in-district
+    area_weight: 0.0199
+  - to: "us/states/sd/districts/house/10"
+    rel: in-district
+    area_weight: 0.0152
+  - to: "us/states/sd/districts/house/14"
+    rel: in-district
+    area_weight: 0.008
+  - to: "us/states/sd/districts/house/11"
+    rel: in-district
+    area_weight: 0.0076
+  - to: "us/states/sd/districts/house/12"
+    rel: in-district
+    area_weight: 0.0063
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 15014 |
 | Bachelor's or higher | 70016 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 25](/us/states/sd/districts/senate/25.md) — 71% (state senate)
+- [SD Senate District 2](/us/states/sd/districts/senate/2.md) — 12% (state senate)
+- [SD Senate District 9](/us/states/sd/districts/senate/9.md) — 11% (state senate)
+- [SD Senate District 15](/us/states/sd/districts/senate/15.md) — 2% (state senate)
+- [SD Senate District 10](/us/states/sd/districts/senate/10.md) — 2% (state senate)
+- [SD Senate District 14](/us/states/sd/districts/senate/14.md) — 1% (state senate)
+- [SD Senate District 11](/us/states/sd/districts/senate/11.md) — 1% (state senate)
+- [SD Senate District 12](/us/states/sd/districts/senate/12.md) — 1% (state senate)
+- [SD House District 25](/us/states/sd/districts/house/25.md) — 71% (state house)
+- [SD House District 2](/us/states/sd/districts/house/2.md) — 12% (state house)
+- [SD House District 9](/us/states/sd/districts/house/9.md) — 11% (state house)
+- [SD House District 15](/us/states/sd/districts/house/15.md) — 2% (state house)
+- [SD House District 10](/us/states/sd/districts/house/10.md) — 2% (state house)
+- [SD House District 14](/us/states/sd/districts/house/14.md) — 1% (state house)
+- [SD House District 11](/us/states/sd/districts/house/11.md) — 1% (state house)
+- [SD House District 12](/us/states/sd/districts/house/12.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/moody/index.md b/data/jurisdictions/us/states/sd/counties/moody/index.md
index ffe7d07d0f..c649eb8c8e 100644
--- a/data/jurisdictions/us/states/sd/counties/moody/index.md
+++ b/data/jurisdictions/us/states/sd/counties/moody/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 822
   hispanic: 371
   bachelors_plus: 1728
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/house/25"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 371 |
 | Bachelor's or higher | 1728 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 25](/us/states/sd/districts/senate/25.md) — 100% (state senate)
+- [SD House District 25](/us/states/sd/districts/house/25.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/pennington/index.md b/data/jurisdictions/us/states/sd/counties/pennington/index.md
index 2efd8debc1..684ce7ced9 100644
--- a/data/jurisdictions/us/states/sd/counties/pennington/index.md
+++ b/data/jurisdictions/us/states/sd/counties/pennington/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 9062
   hispanic: 7116
   bachelors_plus: 40179
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/27"
+    rel: in-district
+    area_weight: 0.6395
+  - to: "us/states/sd/districts/senate/30"
+    rel: in-district
+    area_weight: 0.278
+  - to: "us/states/sd/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0499
+  - to: "us/states/sd/districts/senate/35"
+    rel: in-district
+    area_weight: 0.0163
+  - to: "us/states/sd/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0132
+  - to: "us/states/sd/districts/house/27"
+    rel: in-district
+    area_weight: 0.6395
+  - to: "us/states/sd/districts/house/30"
+    rel: in-district
+    area_weight: 0.278
+  - to: "us/states/sd/districts/house/33"
+    rel: in-district
+    area_weight: 0.0499
+  - to: "us/states/sd/districts/house/35"
+    rel: in-district
+    area_weight: 0.0163
+  - to: "us/states/sd/districts/house/34"
+    rel: in-district
+    area_weight: 0.0132
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7116 |
 | Bachelor's or higher | 40179 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 27](/us/states/sd/districts/senate/27.md) — 64% (state senate)
+- [SD Senate District 30](/us/states/sd/districts/senate/30.md) — 28% (state senate)
+- [SD Senate District 33](/us/states/sd/districts/senate/33.md) — 5% (state senate)
+- [SD Senate District 35](/us/states/sd/districts/senate/35.md) — 2% (state senate)
+- [SD Senate District 34](/us/states/sd/districts/senate/34.md) — 1% (state senate)
+- [SD House District 27](/us/states/sd/districts/house/27.md) — 64% (state house)
+- [SD House District 30](/us/states/sd/districts/house/30.md) — 28% (state house)
+- [SD House District 33](/us/states/sd/districts/house/33.md) — 5% (state house)
+- [SD House District 35](/us/states/sd/districts/house/35.md) — 2% (state house)
+- [SD House District 34](/us/states/sd/districts/house/34.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/perkins/index.md b/data/jurisdictions/us/states/sd/counties/perkins/index.md
index 79e3cbd2a1..5661ce1c9d 100644
--- a/data/jurisdictions/us/states/sd/counties/perkins/index.md
+++ b/data/jurisdictions/us/states/sd/counties/perkins/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 35
   hispanic: 32
   bachelors_plus: 726
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/28a"
+    rel: in-district
+    area_weight: 0.6729
+  - to: "us/states/sd/districts/house/28b"
+    rel: in-district
+    area_weight: 0.327
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 32 |
 | Bachelor's or higher | 726 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 28](/us/states/sd/districts/senate/28.md) — 100% (state senate)
+- [SD House District 28A](/us/states/sd/districts/house/28a.md) — 67% (state house)
+- [SD House District 28B](/us/states/sd/districts/house/28b.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/potter/index.md b/data/jurisdictions/us/states/sd/counties/potter/index.md
index 618e1c6037..f2e2bd3e9b 100644
--- a/data/jurisdictions/us/states/sd/counties/potter/index.md
+++ b/data/jurisdictions/us/states/sd/counties/potter/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 0
   bachelors_plus: 556
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/house/23"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 556 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 23](/us/states/sd/districts/senate/23.md) — 100% (state senate)
+- [SD House District 23](/us/states/sd/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/roberts/index.md b/data/jurisdictions/us/states/sd/counties/roberts/index.md
index aad786ff77..c29d5fb745 100644
--- a/data/jurisdictions/us/states/sd/counties/roberts/index.md
+++ b/data/jurisdictions/us/states/sd/counties/roberts/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3544
   hispanic: 269
   bachelors_plus: 1562
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/sd/districts/senate/1"
+    rel: in-district
+    area_weight: 0.8081
+  - to: "us/states/sd/districts/senate/4"
+    rel: in-district
+    area_weight: 0.1914
+  - to: "us/states/sd/districts/house/1"
+    rel: in-district
+    area_weight: 0.8081
+  - to: "us/states/sd/districts/house/4"
+    rel: in-district
+    area_weight: 0.1914
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 269 |
 | Bachelor's or higher | 1562 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 1](/us/states/sd/districts/senate/1.md) — 81% (state senate)
+- [SD Senate District 4](/us/states/sd/districts/senate/4.md) — 19% (state senate)
+- [SD House District 1](/us/states/sd/districts/house/1.md) — 81% (state house)
+- [SD House District 4](/us/states/sd/districts/house/4.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/sanborn/index.md b/data/jurisdictions/us/states/sd/counties/sanborn/index.md
index fa9b1b8ae1..a1df61a5b8 100644
--- a/data/jurisdictions/us/states/sd/counties/sanborn/index.md
+++ b/data/jurisdictions/us/states/sd/counties/sanborn/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 56
   hispanic: 123
   bachelors_plus: 449
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/20"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 123 |
 | Bachelor's or higher | 449 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 20](/us/states/sd/districts/senate/20.md) — 100% (state senate)
+- [SD House District 20](/us/states/sd/districts/house/20.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/spink/index.md b/data/jurisdictions/us/states/sd/counties/spink/index.md
index 06e710e3ea..27dd9b4651 100644
--- a/data/jurisdictions/us/states/sd/counties/spink/index.md
+++ b/data/jurisdictions/us/states/sd/counties/spink/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 28
   hispanic: 175
   bachelors_plus: 1528
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/22"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/house/22"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 175 |
 | Bachelor's or higher | 1528 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 22](/us/states/sd/districts/senate/22.md) — 100% (state senate)
+- [SD House District 22](/us/states/sd/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/stanley/index.md b/data/jurisdictions/us/states/sd/counties/stanley/index.md
index 508bd466a3..da9dd616fe 100644
--- a/data/jurisdictions/us/states/sd/counties/stanley/index.md
+++ b/data/jurisdictions/us/states/sd/counties/stanley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 78
   hispanic: 66
   bachelors_plus: 802
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/24"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 66 |
 | Bachelor's or higher | 802 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 24](/us/states/sd/districts/senate/24.md) — 100% (state senate)
+- [SD House District 24](/us/states/sd/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/sully/index.md b/data/jurisdictions/us/states/sd/counties/sully/index.md
index bd233e1242..3539a7892b 100644
--- a/data/jurisdictions/us/states/sd/counties/sully/index.md
+++ b/data/jurisdictions/us/states/sd/counties/sully/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 0
   bachelors_plus: 322
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/24"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/house/24"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 322 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 24](/us/states/sd/districts/senate/24.md) — 100% (state senate)
+- [SD House District 24](/us/states/sd/districts/house/24.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/todd/index.md b/data/jurisdictions/us/states/sd/counties/todd/index.md
index 3004381811..9a7c4799e9 100644
--- a/data/jurisdictions/us/states/sd/counties/todd/index.md
+++ b/data/jurisdictions/us/states/sd/counties/todd/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7739
   hispanic: 224
   bachelors_plus: 1006
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/26a"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 224 |
 | Bachelor's or higher | 1006 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 26](/us/states/sd/districts/senate/26.md) — 100% (state senate)
+- [SD House District 26A](/us/states/sd/districts/house/26a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/tripp/index.md b/data/jurisdictions/us/states/sd/counties/tripp/index.md
index ae37b2c341..69a6e92b9d 100644
--- a/data/jurisdictions/us/states/sd/counties/tripp/index.md
+++ b/data/jurisdictions/us/states/sd/counties/tripp/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 770
   hispanic: 107
   bachelors_plus: 863
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/sd/districts/house/21"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 107 |
 | Bachelor's or higher | 863 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 21](/us/states/sd/districts/senate/21.md) — 100% (state senate)
+- [SD House District 21](/us/states/sd/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/turner/index.md b/data/jurisdictions/us/states/sd/counties/turner/index.md
index bf2d4383c4..e8d5722ed6 100644
--- a/data/jurisdictions/us/states/sd/counties/turner/index.md
+++ b/data/jurisdictions/us/states/sd/counties/turner/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 67
   hispanic: 314
   bachelors_plus: 2079
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/16"
+    rel: in-district
+    area_weight: 0.8245
+  - to: "us/states/sd/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1754
+  - to: "us/states/sd/districts/house/16"
+    rel: in-district
+    area_weight: 0.8245
+  - to: "us/states/sd/districts/house/19"
+    rel: in-district
+    area_weight: 0.1754
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 314 |
 | Bachelor's or higher | 2079 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 16](/us/states/sd/districts/senate/16.md) — 82% (state senate)
+- [SD Senate District 19](/us/states/sd/districts/senate/19.md) — 18% (state senate)
+- [SD House District 16](/us/states/sd/districts/house/16.md) — 82% (state house)
+- [SD House District 19](/us/states/sd/districts/house/19.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/union/index.md b/data/jurisdictions/us/states/sd/counties/union/index.md
index e75fa0f29b..14549b6939 100644
--- a/data/jurisdictions/us/states/sd/counties/union/index.md
+++ b/data/jurisdictions/us/states/sd/counties/union/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 167
   hispanic: 823
   bachelors_plus: 5959
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9958
+  - to: "us/states/sd/districts/senate/16"
+    rel: in-district
+    area_weight: 0.6389
+  - to: "us/states/sd/districts/senate/17"
+    rel: in-district
+    area_weight: 0.3592
+  - to: "us/states/sd/districts/house/16"
+    rel: in-district
+    area_weight: 0.6389
+  - to: "us/states/sd/districts/house/17"
+    rel: in-district
+    area_weight: 0.3592
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 823 |
 | Bachelor's or higher | 5959 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 16](/us/states/sd/districts/senate/16.md) — 64% (state senate)
+- [SD Senate District 17](/us/states/sd/districts/senate/17.md) — 36% (state senate)
+- [SD House District 16](/us/states/sd/districts/house/16.md) — 64% (state house)
+- [SD House District 17](/us/states/sd/districts/house/17.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/walworth/index.md b/data/jurisdictions/us/states/sd/counties/walworth/index.md
index 98fb56064d..9899193375 100644
--- a/data/jurisdictions/us/states/sd/counties/walworth/index.md
+++ b/data/jurisdictions/us/states/sd/counties/walworth/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 561
   hispanic: 29
   bachelors_plus: 1488
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/house/23"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 29 |
 | Bachelor's or higher | 1488 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 23](/us/states/sd/districts/senate/23.md) — 100% (state senate)
+- [SD House District 23](/us/states/sd/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/yankton/index.md b/data/jurisdictions/us/states/sd/counties/yankton/index.md
index f8bec48282..7dd6df6e45 100644
--- a/data/jurisdictions/us/states/sd/counties/yankton/index.md
+++ b/data/jurisdictions/us/states/sd/counties/yankton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 643
   hispanic: 1370
   bachelors_plus: 7020
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/sd/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/sd/districts/house/18"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1370 |
 | Bachelor's or higher | 7020 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 18](/us/states/sd/districts/senate/18.md) — 100% (state senate)
+- [SD House District 18](/us/states/sd/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/counties/ziebach/index.md b/data/jurisdictions/us/states/sd/counties/ziebach/index.md
index 74070541ba..6d6145dc00 100644
--- a/data/jurisdictions/us/states/sd/counties/ziebach/index.md
+++ b/data/jurisdictions/us/states/sd/counties/ziebach/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1659
   hispanic: 35
   bachelors_plus: 259
+districts:
+  - to: "us/states/sd/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/sd/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/sd/districts/house/28a"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, sd]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 35 |
 | Bachelor's or higher | 259 |
 
+## Districts
+
+- [SD-00](/us/states/sd/districts/00.md) — 100% (congressional)
+- [SD Senate District 28](/us/states/sd/districts/senate/28.md) — 100% (state senate)
+- [SD House District 28A](/us/states/sd/districts/house/28a.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/sd/districts/00.md b/data/jurisdictions/us/states/sd/districts/00.md
index b113f3fc06..a1f3b61054 100644
--- a/data/jurisdictions/us/states/sd/districts/00.md
+++ b/data/jurisdictions/us/states/sd/districts/00.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 213053
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, sd]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/sd/districts/house/1.md b/data/jurisdictions/us/states/sd/districts/house/1.md
new file mode 100644
index 0000000000..bfa8f11df3
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 1"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 1
+
+State House district 1 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/10.md b/data/jurisdictions/us/states/sd/districts/house/10.md
new file mode 100644
index 0000000000..e9e40ba3b3
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 10"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 10
+
+State House district 10 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/11.md b/data/jurisdictions/us/states/sd/districts/house/11.md
new file mode 100644
index 0000000000..7de99a4eab
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 11"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 11
+
+State House district 11 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/12.md b/data/jurisdictions/us/states/sd/districts/house/12.md
new file mode 100644
index 0000000000..2d6b3fe146
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 12"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 12
+
+State House district 12 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/13.md b/data/jurisdictions/us/states/sd/districts/house/13.md
new file mode 100644
index 0000000000..8d566fd0ae
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 13"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 13
+
+State House district 13 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/14.md b/data/jurisdictions/us/states/sd/districts/house/14.md
new file mode 100644
index 0000000000..ea5b5c8fe1
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 14"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 14
+
+State House district 14 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/15.md b/data/jurisdictions/us/states/sd/districts/house/15.md
new file mode 100644
index 0000000000..bded42d114
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 15"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 15
+
+State House district 15 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/16.md b/data/jurisdictions/us/states/sd/districts/house/16.md
new file mode 100644
index 0000000000..abf2f01eaf
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 16"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 16
+
+State House district 16 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/17.md b/data/jurisdictions/us/states/sd/districts/house/17.md
new file mode 100644
index 0000000000..34be3b19a5
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 17"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 17
+
+State House district 17 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/18.md b/data/jurisdictions/us/states/sd/districts/house/18.md
new file mode 100644
index 0000000000..0adca2ecbb
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 18"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 18
+
+State House district 18 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/19.md b/data/jurisdictions/us/states/sd/districts/house/19.md
new file mode 100644
index 0000000000..371a2ba32c
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 19"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 19
+
+State House district 19 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/2.md b/data/jurisdictions/us/states/sd/districts/house/2.md
new file mode 100644
index 0000000000..d5b7e2e30c
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 2"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 2
+
+State House district 2 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/20.md b/data/jurisdictions/us/states/sd/districts/house/20.md
new file mode 100644
index 0000000000..1b8c271702
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 20"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 20
+
+State House district 20 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/21.md b/data/jurisdictions/us/states/sd/districts/house/21.md
new file mode 100644
index 0000000000..609713ae6a
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 21"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 21
+
+State House district 21 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/22.md b/data/jurisdictions/us/states/sd/districts/house/22.md
new file mode 100644
index 0000000000..e22d04b158
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 22"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 22
+
+State House district 22 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/23.md b/data/jurisdictions/us/states/sd/districts/house/23.md
new file mode 100644
index 0000000000..b51b54db3f
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 23"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 23
+
+State House district 23 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/24.md b/data/jurisdictions/us/states/sd/districts/house/24.md
new file mode 100644
index 0000000000..15c142aa29
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 24"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 24
+
+State House district 24 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/25.md b/data/jurisdictions/us/states/sd/districts/house/25.md
new file mode 100644
index 0000000000..a442168e4f
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 25"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 25
+
+State House district 25 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/26a.md b/data/jurisdictions/us/states/sd/districts/house/26a.md
new file mode 100644
index 0000000000..92fc1a2d30
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/26a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 26A"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "26A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 26A
+
+State House district 26A (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/26b.md b/data/jurisdictions/us/states/sd/districts/house/26b.md
new file mode 100644
index 0000000000..09397182be
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/26b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 26B"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "26B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 26B
+
+State House district 26B (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/27.md b/data/jurisdictions/us/states/sd/districts/house/27.md
new file mode 100644
index 0000000000..cdb3a519a2
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 27"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 27
+
+State House district 27 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/28a.md b/data/jurisdictions/us/states/sd/districts/house/28a.md
new file mode 100644
index 0000000000..78636d6430
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/28a.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 28A"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "28A"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 28A
+
+State House district 28A (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/28b.md b/data/jurisdictions/us/states/sd/districts/house/28b.md
new file mode 100644
index 0000000000..259cff04f0
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/28b.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 28B"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "28B"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 28B
+
+State House district 28B (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/29.md b/data/jurisdictions/us/states/sd/districts/house/29.md
new file mode 100644
index 0000000000..03cba7628e
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 29"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 29
+
+State House district 29 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/3.md b/data/jurisdictions/us/states/sd/districts/house/3.md
new file mode 100644
index 0000000000..104d20f792
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 3"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 3
+
+State House district 3 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/30.md b/data/jurisdictions/us/states/sd/districts/house/30.md
new file mode 100644
index 0000000000..4ba8741e70
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 30"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 30
+
+State House district 30 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/31.md b/data/jurisdictions/us/states/sd/districts/house/31.md
new file mode 100644
index 0000000000..d41b516278
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 31"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 31
+
+State House district 31 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/32.md b/data/jurisdictions/us/states/sd/districts/house/32.md
new file mode 100644
index 0000000000..388c09c5b6
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 32"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 32
+
+State House district 32 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/33.md b/data/jurisdictions/us/states/sd/districts/house/33.md
new file mode 100644
index 0000000000..f3d4ed18a6
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 33"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 33
+
+State House district 33 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/34.md b/data/jurisdictions/us/states/sd/districts/house/34.md
new file mode 100644
index 0000000000..c440a89ba0
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 34"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 34
+
+State House district 34 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/35.md b/data/jurisdictions/us/states/sd/districts/house/35.md
new file mode 100644
index 0000000000..55f94011bf
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 35"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 35
+
+State House district 35 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/4.md b/data/jurisdictions/us/states/sd/districts/house/4.md
new file mode 100644
index 0000000000..8a55b1a9a9
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 4"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 4
+
+State House district 4 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/5.md b/data/jurisdictions/us/states/sd/districts/house/5.md
new file mode 100644
index 0000000000..d3acd6bcb6
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 5"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 5
+
+State House district 5 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/6.md b/data/jurisdictions/us/states/sd/districts/house/6.md
new file mode 100644
index 0000000000..92bd34c9c2
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 6"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 6
+
+State House district 6 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/7.md b/data/jurisdictions/us/states/sd/districts/house/7.md
new file mode 100644
index 0000000000..a49a44bc36
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 7"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 7
+
+State House district 7 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/8.md b/data/jurisdictions/us/states/sd/districts/house/8.md
new file mode 100644
index 0000000000..12c4875005
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 8"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 8
+
+State House district 8 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/house/9.md b/data/jurisdictions/us/states/sd/districts/house/9.md
new file mode 100644
index 0000000000..b5174daffb
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD House District 9"
+classification: state-house-district
+state: "SD"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD House District 9
+
+State House district 9 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/1.md b/data/jurisdictions/us/states/sd/districts/senate/1.md
new file mode 100644
index 0000000000..2bcff4e785
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 1"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 1
+
+State Senate district 1 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/10.md b/data/jurisdictions/us/states/sd/districts/senate/10.md
new file mode 100644
index 0000000000..a46cefc728
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 10"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 10
+
+State Senate district 10 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/11.md b/data/jurisdictions/us/states/sd/districts/senate/11.md
new file mode 100644
index 0000000000..9a51f61235
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 11"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 11
+
+State Senate district 11 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/12.md b/data/jurisdictions/us/states/sd/districts/senate/12.md
new file mode 100644
index 0000000000..453787f15a
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 12"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 12
+
+State Senate district 12 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/13.md b/data/jurisdictions/us/states/sd/districts/senate/13.md
new file mode 100644
index 0000000000..b9ea98edf7
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 13"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 13
+
+State Senate district 13 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/14.md b/data/jurisdictions/us/states/sd/districts/senate/14.md
new file mode 100644
index 0000000000..17b18a6ade
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 14"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 14
+
+State Senate district 14 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/15.md b/data/jurisdictions/us/states/sd/districts/senate/15.md
new file mode 100644
index 0000000000..877e156b68
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 15"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 15
+
+State Senate district 15 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/16.md b/data/jurisdictions/us/states/sd/districts/senate/16.md
new file mode 100644
index 0000000000..199d66180a
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 16"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 16
+
+State Senate district 16 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/17.md b/data/jurisdictions/us/states/sd/districts/senate/17.md
new file mode 100644
index 0000000000..f58224647f
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 17"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 17
+
+State Senate district 17 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/18.md b/data/jurisdictions/us/states/sd/districts/senate/18.md
new file mode 100644
index 0000000000..72f5903188
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 18"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 18
+
+State Senate district 18 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/19.md b/data/jurisdictions/us/states/sd/districts/senate/19.md
new file mode 100644
index 0000000000..33bf1c6f94
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 19"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 19
+
+State Senate district 19 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/2.md b/data/jurisdictions/us/states/sd/districts/senate/2.md
new file mode 100644
index 0000000000..9dc2e47dad
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 2"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 2
+
+State Senate district 2 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/20.md b/data/jurisdictions/us/states/sd/districts/senate/20.md
new file mode 100644
index 0000000000..00e132ec4d
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 20"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 20
+
+State Senate district 20 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/21.md b/data/jurisdictions/us/states/sd/districts/senate/21.md
new file mode 100644
index 0000000000..0b9add7a62
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 21"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 21
+
+State Senate district 21 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/22.md b/data/jurisdictions/us/states/sd/districts/senate/22.md
new file mode 100644
index 0000000000..45fece595e
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 22"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 22
+
+State Senate district 22 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/23.md b/data/jurisdictions/us/states/sd/districts/senate/23.md
new file mode 100644
index 0000000000..6071e5e41c
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 23"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 23
+
+State Senate district 23 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/24.md b/data/jurisdictions/us/states/sd/districts/senate/24.md
new file mode 100644
index 0000000000..bf1324c518
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 24"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 24
+
+State Senate district 24 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/25.md b/data/jurisdictions/us/states/sd/districts/senate/25.md
new file mode 100644
index 0000000000..223ccd87b8
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 25"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 25
+
+State Senate district 25 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/26.md b/data/jurisdictions/us/states/sd/districts/senate/26.md
new file mode 100644
index 0000000000..d36775301e
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 26"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 26
+
+State Senate district 26 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/27.md b/data/jurisdictions/us/states/sd/districts/senate/27.md
new file mode 100644
index 0000000000..9a4f60a5b1
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 27"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 27
+
+State Senate district 27 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/28.md b/data/jurisdictions/us/states/sd/districts/senate/28.md
new file mode 100644
index 0000000000..fb1f38259f
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 28"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 28
+
+State Senate district 28 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/29.md b/data/jurisdictions/us/states/sd/districts/senate/29.md
new file mode 100644
index 0000000000..3904a405bb
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 29"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 29
+
+State Senate district 29 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/3.md b/data/jurisdictions/us/states/sd/districts/senate/3.md
new file mode 100644
index 0000000000..6384c81286
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 3"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 3
+
+State Senate district 3 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/30.md b/data/jurisdictions/us/states/sd/districts/senate/30.md
new file mode 100644
index 0000000000..5085102d66
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 30"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 30
+
+State Senate district 30 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/31.md b/data/jurisdictions/us/states/sd/districts/senate/31.md
new file mode 100644
index 0000000000..61783f6981
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 31"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 31
+
+State Senate district 31 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/32.md b/data/jurisdictions/us/states/sd/districts/senate/32.md
new file mode 100644
index 0000000000..3e153132a2
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 32"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 32
+
+State Senate district 32 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/33.md b/data/jurisdictions/us/states/sd/districts/senate/33.md
new file mode 100644
index 0000000000..60a0cb1771
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 33"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 33
+
+State Senate district 33 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/34.md b/data/jurisdictions/us/states/sd/districts/senate/34.md
new file mode 100644
index 0000000000..0bc99fc006
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 34"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 34
+
+State Senate district 34 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/35.md b/data/jurisdictions/us/states/sd/districts/senate/35.md
new file mode 100644
index 0000000000..ab922b1a55
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 35"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 35
+
+State Senate district 35 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/4.md b/data/jurisdictions/us/states/sd/districts/senate/4.md
new file mode 100644
index 0000000000..a72f9922a3
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 4"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 4
+
+State Senate district 4 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/5.md b/data/jurisdictions/us/states/sd/districts/senate/5.md
new file mode 100644
index 0000000000..e7fa89cdd1
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 5"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 5
+
+State Senate district 5 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/6.md b/data/jurisdictions/us/states/sd/districts/senate/6.md
new file mode 100644
index 0000000000..959fb79438
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 6"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 6
+
+State Senate district 6 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/7.md b/data/jurisdictions/us/states/sd/districts/senate/7.md
new file mode 100644
index 0000000000..98dd0a9b9e
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 7"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 7
+
+State Senate district 7 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/8.md b/data/jurisdictions/us/states/sd/districts/senate/8.md
new file mode 100644
index 0000000000..fcf7d27703
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 8"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 8
+
+State Senate district 8 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/districts/senate/9.md b/data/jurisdictions/us/states/sd/districts/senate/9.md
new file mode 100644
index 0000000000..27684b6aef
--- /dev/null
+++ b/data/jurisdictions/us/states/sd/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "SD Senate District 9"
+classification: state-senate-district
+state: "SD"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, sd]
+timestamp: "2026-07-03"
+---
+
+# SD Senate District 9
+
+State Senate district 9 (SD).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/sd/people/aaron-aylward.md b/data/jurisdictions/us/states/sd/people/aaron-aylward.md
index 88d1ef2d06..04aa958608 100644
--- a/data/jurisdictions/us/states/sd/people/aaron-aylward.md
+++ b/data/jurisdictions/us/states/sd/people/aaron-aylward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 6"
+represents: "us/states/sd/districts/house/6"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 6 (SD State House of Representatives District 6).
 
+Represents [SD State House of Representatives District 6](/us/states/sd/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/al-novstrup.md b/data/jurisdictions/us/states/sd/people/al-novstrup.md
index 342faced20..d314af4ebb 100644
--- a/data/jurisdictions/us/states/sd/people/al-novstrup.md
+++ b/data/jurisdictions/us/states/sd/people/al-novstrup.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 3"
+represents: "us/states/sd/districts/house/3"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 3 (SD State House of Representatives District 3).
 
+Represents [SD State House of Representatives District 3](/us/states/sd/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/amber-arlint.md b/data/jurisdictions/us/states/sd/people/amber-arlint.md
index 324982cb66..13aabf3019 100644
--- a/data/jurisdictions/us/states/sd/people/amber-arlint.md
+++ b/data/jurisdictions/us/states/sd/people/amber-arlint.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 12"
+represents: "us/states/sd/districts/house/12"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 12 (SD State House of Representatives District 12).
 
+Represents [SD State House of Representatives District 12](/us/states/sd/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/amber-hulse.md b/data/jurisdictions/us/states/sd/people/amber-hulse.md
index 0027bb4da0..b9e9a83b99 100644
--- a/data/jurisdictions/us/states/sd/people/amber-hulse.md
+++ b/data/jurisdictions/us/states/sd/people/amber-hulse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 30"
+represents: "us/states/sd/districts/senate/30"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 30 (SD State Senate District 30).
 
+Represents [SD State Senate District 30](/us/states/sd/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/arch-beal.md b/data/jurisdictions/us/states/sd/people/arch-beal.md
index 44e6f067bc..0274c4f01e 100644
--- a/data/jurisdictions/us/states/sd/people/arch-beal.md
+++ b/data/jurisdictions/us/states/sd/people/arch-beal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 12"
+represents: "us/states/sd/districts/senate/12"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 12 (SD State Senate District 12).
 
+Represents [SD State Senate District 12](/us/states/sd/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/bethany-soye.md b/data/jurisdictions/us/states/sd/people/bethany-soye.md
index 823a82150f..76e01f4a82 100644
--- a/data/jurisdictions/us/states/sd/people/bethany-soye.md
+++ b/data/jurisdictions/us/states/sd/people/bethany-soye.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 9"
+represents: "us/states/sd/districts/house/9"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 9 (SD State House of Representatives District 9).
 
+Represents [SD State House of Representatives District 9](/us/states/sd/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/bobbi-andera.md b/data/jurisdictions/us/states/sd/people/bobbi-andera.md
index f103e55e2d..01f2abd893 100644
--- a/data/jurisdictions/us/states/sd/people/bobbi-andera.md
+++ b/data/jurisdictions/us/states/sd/people/bobbi-andera.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 10"
+represents: "us/states/sd/districts/house/10"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 10 (SD State House of Representatives District 10).
 
+Represents [SD State House of Representatives District 10](/us/states/sd/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/brandei-schaefbauer.md b/data/jurisdictions/us/states/sd/people/brandei-schaefbauer.md
index c98424c65f..851538da24 100644
--- a/data/jurisdictions/us/states/sd/people/brandei-schaefbauer.md
+++ b/data/jurisdictions/us/states/sd/people/brandei-schaefbauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 3"
+represents: "us/states/sd/districts/house/3"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 3 (SD State House of Representatives District 3).
 
+Represents [SD State House of Representatives District 3](/us/states/sd/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/brandon-wipf.md b/data/jurisdictions/us/states/sd/people/brandon-wipf.md
index ca28282ae6..42dda02e0c 100644
--- a/data/jurisdictions/us/states/sd/people/brandon-wipf.md
+++ b/data/jurisdictions/us/states/sd/people/brandon-wipf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 22"
+represents: "us/states/sd/districts/senate/22"
 tenure:
   start: "2025-07-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 22 (SD State Senate District 22).
 
+Represents [SD State Senate District 22](/us/states/sd/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/brian-mulder.md b/data/jurisdictions/us/states/sd/people/brian-mulder.md
index ded74a7945..cad2175e20 100644
--- a/data/jurisdictions/us/states/sd/people/brian-mulder.md
+++ b/data/jurisdictions/us/states/sd/people/brian-mulder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 11"
+represents: "us/states/sd/districts/house/11"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 11 (SD State House of Representatives District 11).
 
+Represents [SD State House of Representatives District 11](/us/states/sd/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/carl-perry.md b/data/jurisdictions/us/states/sd/people/carl-perry.md
index 986c4ea0ef..c43e78fe0f 100644
--- a/data/jurisdictions/us/states/sd/people/carl-perry.md
+++ b/data/jurisdictions/us/states/sd/people/carl-perry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 3"
+represents: "us/states/sd/districts/senate/3"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 3 (SD State Senate District 3).
 
+Represents [SD State Senate District 3](/us/states/sd/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/casey-crabtree.md b/data/jurisdictions/us/states/sd/people/casey-crabtree.md
index 962af51064..2a9fc3980d 100644
--- a/data/jurisdictions/us/states/sd/people/casey-crabtree.md
+++ b/data/jurisdictions/us/states/sd/people/casey-crabtree.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 8"
+represents: "us/states/sd/districts/senate/8"
 tenure:
   start: "2020-07-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 8 (SD State Senate District 8).
 
+Represents [SD State Senate District 8](/us/states/sd/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/chris-karr.md b/data/jurisdictions/us/states/sd/people/chris-karr.md
index 5d0ce9fc94..4644d7590b 100644
--- a/data/jurisdictions/us/states/sd/people/chris-karr.md
+++ b/data/jurisdictions/us/states/sd/people/chris-karr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 11"
+represents: "us/states/sd/districts/senate/11"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 11 (SD State Senate District 11).
 
+Represents [SD State Senate District 11](/us/states/sd/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/chris-kassin.md b/data/jurisdictions/us/states/sd/people/chris-kassin.md
index 3fd4d07d01..3207410b00 100644
--- a/data/jurisdictions/us/states/sd/people/chris-kassin.md
+++ b/data/jurisdictions/us/states/sd/people/chris-kassin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 17"
+represents: "us/states/sd/districts/house/17"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 17 (SD State House of Representatives District 17).
 
+Represents [SD State House of Representatives District 17](/us/states/sd/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/curt-massie.md b/data/jurisdictions/us/states/sd/people/curt-massie.md
index 362e1de679..8f07ad0e8a 100644
--- a/data/jurisdictions/us/states/sd/people/curt-massie.md
+++ b/data/jurisdictions/us/states/sd/people/curt-massie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 33"
+represents: "us/states/sd/districts/house/33"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 33 (SD State House of Representatives District 33).
 
+Represents [SD State House of Representatives District 33](/us/states/sd/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/curt-voight.md b/data/jurisdictions/us/states/sd/people/curt-voight.md
index e4fe339fbe..28833e7693 100644
--- a/data/jurisdictions/us/states/sd/people/curt-voight.md
+++ b/data/jurisdictions/us/states/sd/people/curt-voight.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 33"
+represents: "us/states/sd/districts/senate/33"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 33 (SD State Senate District 33).
 
+Represents [SD State Senate District 33](/us/states/sd/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/david-kull.md b/data/jurisdictions/us/states/sd/people/david-kull.md
index 46c95d230e..216c0541f3 100644
--- a/data/jurisdictions/us/states/sd/people/david-kull.md
+++ b/data/jurisdictions/us/states/sd/people/david-kull.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 2"
+represents: "us/states/sd/districts/house/2"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 2 (SD State House of Representatives District 2).
 
+Represents [SD State House of Representatives District 2](/us/states/sd/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/drew-peterson.md b/data/jurisdictions/us/states/sd/people/drew-peterson.md
index b069e9ad62..e1cb2ef2ce 100644
--- a/data/jurisdictions/us/states/sd/people/drew-peterson.md
+++ b/data/jurisdictions/us/states/sd/people/drew-peterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 19"
+represents: "us/states/sd/districts/house/19"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 19 (SD State House of Representatives District 19).
 
+Represents [SD State House of Representatives District 19](/us/states/sd/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/dylan-jordan.md b/data/jurisdictions/us/states/sd/people/dylan-jordan.md
index 41403ca995..eeb603ee3c 100644
--- a/data/jurisdictions/us/states/sd/people/dylan-jordan.md
+++ b/data/jurisdictions/us/states/sd/people/dylan-jordan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 4"
+represents: "us/states/sd/districts/house/4"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 4 (SD State House of Representatives District 4).
 
+Represents [SD State House of Representatives District 4](/us/states/sd/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/eric-emery.md b/data/jurisdictions/us/states/sd/people/eric-emery.md
index 10c2ac98cb..debe60e1bc 100644
--- a/data/jurisdictions/us/states/sd/people/eric-emery.md
+++ b/data/jurisdictions/us/states/sd/people/eric-emery.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 26A"
+represents: "us/states/sd/districts/house/26a"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 26A (SD State House of Representatives District 26A).
 
+Represents [SD State House of Representatives District 26A](/us/states/sd/districts/house/26a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/erik-muckey.md b/data/jurisdictions/us/states/sd/people/erik-muckey.md
index a5599d4373..5aa3d72512 100644
--- a/data/jurisdictions/us/states/sd/people/erik-muckey.md
+++ b/data/jurisdictions/us/states/sd/people/erik-muckey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 15"
+represents: "us/states/sd/districts/house/15"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 15 (SD State House of Representatives District 15).
 
+Represents [SD State House of Representatives District 15](/us/states/sd/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/erin-healy.md b/data/jurisdictions/us/states/sd/people/erin-healy.md
index 538d1fb930..1076558704 100644
--- a/data/jurisdictions/us/states/sd/people/erin-healy.md
+++ b/data/jurisdictions/us/states/sd/people/erin-healy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 10"
+represents: "us/states/sd/districts/house/10"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 10 (SD State House of Representatives District 10).
 
+Represents [SD State House of Representatives District 10](/us/states/sd/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/ernie-otten.md b/data/jurisdictions/us/states/sd/people/ernie-otten.md
index e388bdabc7..d3017953ea 100644
--- a/data/jurisdictions/us/states/sd/people/ernie-otten.md
+++ b/data/jurisdictions/us/states/sd/people/ernie-otten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 6"
+represents: "us/states/sd/districts/senate/6"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 6 (SD State Senate District 6).
 
+Represents [SD State Senate District 6](/us/states/sd/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/glen-vilhauer.md b/data/jurisdictions/us/states/sd/people/glen-vilhauer.md
index 339c1ad23d..18aa03e8e7 100644
--- a/data/jurisdictions/us/states/sd/people/glen-vilhauer.md
+++ b/data/jurisdictions/us/states/sd/people/glen-vilhauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 5"
+represents: "us/states/sd/districts/senate/5"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 5 (SD State Senate District 5).
 
+Represents [SD State Senate District 5](/us/states/sd/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/greg-blanc.md b/data/jurisdictions/us/states/sd/people/greg-blanc.md
index 1680a083fd..f70766ea49 100644
--- a/data/jurisdictions/us/states/sd/people/greg-blanc.md
+++ b/data/jurisdictions/us/states/sd/people/greg-blanc.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 35"
+represents: "us/states/sd/districts/senate/35"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 35 (SD State Senate District 35).
 
+Represents [SD State Senate District 35](/us/states/sd/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/greg-jamison.md b/data/jurisdictions/us/states/sd/people/greg-jamison.md
index 72ae685d90..d37e60595d 100644
--- a/data/jurisdictions/us/states/sd/people/greg-jamison.md
+++ b/data/jurisdictions/us/states/sd/people/greg-jamison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 12"
+represents: "us/states/sd/districts/house/12"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 12 (SD State House of Representatives District 12).
 
+Represents [SD State House of Representatives District 12](/us/states/sd/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/heather-baxter.md b/data/jurisdictions/us/states/sd/people/heather-baxter.md
index 32e5270da3..8025b727fa 100644
--- a/data/jurisdictions/us/states/sd/people/heather-baxter.md
+++ b/data/jurisdictions/us/states/sd/people/heather-baxter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 34"
+represents: "us/states/sd/districts/house/34"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 34 (SD State House of Representatives District 34).
 
+Represents [SD State House of Representatives District 34](/us/states/sd/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/helene-duhamel.md b/data/jurisdictions/us/states/sd/people/helene-duhamel.md
index c3f5b626a5..cfdc4f10f4 100644
--- a/data/jurisdictions/us/states/sd/people/helene-duhamel.md
+++ b/data/jurisdictions/us/states/sd/people/helene-duhamel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 32"
+represents: "us/states/sd/districts/senate/32"
 tenure:
   start: "2019-12-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 32 (SD State Senate District 32).
 
+Represents [SD State Senate District 32](/us/states/sd/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/jack-kolbeck.md b/data/jurisdictions/us/states/sd/people/jack-kolbeck.md
index 550df2558d..45413813e8 100644
--- a/data/jurisdictions/us/states/sd/people/jack-kolbeck.md
+++ b/data/jurisdictions/us/states/sd/people/jack-kolbeck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 13"
+represents: "us/states/sd/districts/house/13"
 tenure:
   start: "2025-02-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 13 (SD State House of Representatives District 13).
 
+Represents [SD State House of Representatives District 13](/us/states/sd/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/jamie-smith.md b/data/jurisdictions/us/states/sd/people/jamie-smith.md
index c9e11a827a..e1b72d82d9 100644
--- a/data/jurisdictions/us/states/sd/people/jamie-smith.md
+++ b/data/jurisdictions/us/states/sd/people/jamie-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 15"
+represents: "us/states/sd/districts/senate/15"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 15 (SD State Senate District 15).
 
+Represents [SD State Senate District 15](/us/states/sd/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/jana-hunt.md b/data/jurisdictions/us/states/sd/people/jana-hunt.md
index 7d7251564b..37559b78ab 100644
--- a/data/jurisdictions/us/states/sd/people/jana-hunt.md
+++ b/data/jurisdictions/us/states/sd/people/jana-hunt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 28A"
+represents: "us/states/sd/districts/house/28a"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 28A (SD State House of Representatives District 28A).
 
+Represents [SD State House of Representatives District 28A](/us/states/sd/districts/house/28a.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/jeff-bathke.md b/data/jurisdictions/us/states/sd/people/jeff-bathke.md
index e6fc58aad2..f43885ef95 100644
--- a/data/jurisdictions/us/states/sd/people/jeff-bathke.md
+++ b/data/jurisdictions/us/states/sd/people/jeff-bathke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 20"
+represents: "us/states/sd/districts/house/20"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 20 (SD State House of Representatives District 20).
 
+Represents [SD State House of Representatives District 20](/us/states/sd/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/jessica-bahmuller.md b/data/jurisdictions/us/states/sd/people/jessica-bahmuller.md
index 52e3d82f5b..e8f7ac7334 100644
--- a/data/jurisdictions/us/states/sd/people/jessica-bahmuller.md
+++ b/data/jurisdictions/us/states/sd/people/jessica-bahmuller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 19"
+represents: "us/states/sd/districts/house/19"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 19 (SD State House of Representatives District 19).
 
+Represents [SD State House of Representatives District 19](/us/states/sd/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/jim-halverson.md b/data/jurisdictions/us/states/sd/people/jim-halverson.md
index 7a708cfbad..d508d889a1 100644
--- a/data/jurisdictions/us/states/sd/people/jim-halverson.md
+++ b/data/jurisdictions/us/states/sd/people/jim-halverson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 21"
+represents: "us/states/sd/districts/house/21"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 21 (SD State House of Representatives District 21).
 
+Represents [SD State House of Representatives District 21](/us/states/sd/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/jim-mehlhaff.md b/data/jurisdictions/us/states/sd/people/jim-mehlhaff.md
index cc52ca05f7..c76fcbfa30 100644
--- a/data/jurisdictions/us/states/sd/people/jim-mehlhaff.md
+++ b/data/jurisdictions/us/states/sd/people/jim-mehlhaff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 24"
+represents: "us/states/sd/districts/senate/24"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 24 (SD State Senate District 24).
 
+Represents [SD State Senate District 24](/us/states/sd/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/john-carley.md b/data/jurisdictions/us/states/sd/people/john-carley.md
index 94f5ddf2fe..abeb5b2056 100644
--- a/data/jurisdictions/us/states/sd/people/john-carley.md
+++ b/data/jurisdictions/us/states/sd/people/john-carley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 29"
+represents: "us/states/sd/districts/senate/29"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 29 (SD State Senate District 29).
 
+Represents [SD State Senate District 29](/us/states/sd/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/john-hughes.md b/data/jurisdictions/us/states/sd/people/john-hughes.md
index 7e8464f245..a268960d6c 100644
--- a/data/jurisdictions/us/states/sd/people/john-hughes.md
+++ b/data/jurisdictions/us/states/sd/people/john-hughes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 13"
+represents: "us/states/sd/districts/house/13"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 13 (SD State House of Representatives District 13).
 
+Represents [SD State House of Representatives District 13](/us/states/sd/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/john-shubeck.md b/data/jurisdictions/us/states/sd/people/john-shubeck.md
index af69ca0d7e..00e3236cc9 100644
--- a/data/jurisdictions/us/states/sd/people/john-shubeck.md
+++ b/data/jurisdictions/us/states/sd/people/john-shubeck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 16"
+represents: "us/states/sd/districts/house/16"
 tenure:
   start: "2025-09-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 16 (SD State House of Representatives District 16).
 
+Represents [SD State House of Representatives District 16](/us/states/sd/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/john-sjaarda.md b/data/jurisdictions/us/states/sd/people/john-sjaarda.md
index 4cf71cd8fe..4a18055c4f 100644
--- a/data/jurisdictions/us/states/sd/people/john-sjaarda.md
+++ b/data/jurisdictions/us/states/sd/people/john-sjaarda.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 2"
+represents: "us/states/sd/districts/house/2"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 2 (SD State House of Representatives District 2).
 
+Represents [SD State House of Representatives District 2](/us/states/sd/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/jon-hansen.md b/data/jurisdictions/us/states/sd/people/jon-hansen.md
index db9a124a50..4b45fe044a 100644
--- a/data/jurisdictions/us/states/sd/people/jon-hansen.md
+++ b/data/jurisdictions/us/states/sd/people/jon-hansen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 25"
+represents: "us/states/sd/districts/house/25"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 25 (SD State House of Representatives District 25).
 
+Represents [SD State House of Representatives District 25](/us/states/sd/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/josephine-garcia.md b/data/jurisdictions/us/states/sd/people/josephine-garcia.md
index 60590fcbda..916415a3c2 100644
--- a/data/jurisdictions/us/states/sd/people/josephine-garcia.md
+++ b/data/jurisdictions/us/states/sd/people/josephine-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 5"
+represents: "us/states/sd/districts/house/5"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 5 (SD State House of Representatives District 5).
 
+Represents [SD State House of Representatives District 5](/us/states/sd/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/joy-hohn.md b/data/jurisdictions/us/states/sd/people/joy-hohn.md
index e4c7ea3776..eb0e610059 100644
--- a/data/jurisdictions/us/states/sd/people/joy-hohn.md
+++ b/data/jurisdictions/us/states/sd/people/joy-hohn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 9"
+represents: "us/states/sd/districts/senate/9"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 9 (SD State Senate District 9).
 
+Represents [SD State Senate District 9](/us/states/sd/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/julie-auch.md b/data/jurisdictions/us/states/sd/people/julie-auch.md
index 43cccb4483..80c40ee62c 100644
--- a/data/jurisdictions/us/states/sd/people/julie-auch.md
+++ b/data/jurisdictions/us/states/sd/people/julie-auch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 18"
+represents: "us/states/sd/districts/house/18"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 18 (SD State House of Representatives District 18).
 
+Represents [SD State House of Representatives District 18](/us/states/sd/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/kadyn-wittman.md b/data/jurisdictions/us/states/sd/people/kadyn-wittman.md
index e4b0ff8ff3..4a83b8de69 100644
--- a/data/jurisdictions/us/states/sd/people/kadyn-wittman.md
+++ b/data/jurisdictions/us/states/sd/people/kadyn-wittman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 15"
+represents: "us/states/sd/districts/house/15"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 15 (SD State House of Representatives District 15).
 
+Represents [SD State House of Representatives District 15](/us/states/sd/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/kaley-nolz.md b/data/jurisdictions/us/states/sd/people/kaley-nolz.md
index 90bbb4008e..82708f4e90 100644
--- a/data/jurisdictions/us/states/sd/people/kaley-nolz.md
+++ b/data/jurisdictions/us/states/sd/people/kaley-nolz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 20"
+represents: "us/states/sd/districts/house/20"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 20 (SD State House of Representatives District 20).
 
+Represents [SD State House of Representatives District 20](/us/states/sd/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/karla-lems.md b/data/jurisdictions/us/states/sd/people/karla-lems.md
index cf8e4641bc..4ce6a44de8 100644
--- a/data/jurisdictions/us/states/sd/people/karla-lems.md
+++ b/data/jurisdictions/us/states/sd/people/karla-lems.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 16"
+represents: "us/states/sd/districts/house/16"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 16 (SD State House of Representatives District 16).
 
+Represents [SD State House of Representatives District 16](/us/states/sd/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/kathy-rice.md b/data/jurisdictions/us/states/sd/people/kathy-rice.md
index c852ceada3..ba60984d32 100644
--- a/data/jurisdictions/us/states/sd/people/kathy-rice.md
+++ b/data/jurisdictions/us/states/sd/people/kathy-rice.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 29"
+represents: "us/states/sd/districts/house/29"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 29 (SD State House of Representatives District 29).
 
+Represents [SD State House of Representatives District 29](/us/states/sd/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/kent-roe.md b/data/jurisdictions/us/states/sd/people/kent-roe.md
index a6ec24dacc..579687586f 100644
--- a/data/jurisdictions/us/states/sd/people/kent-roe.md
+++ b/data/jurisdictions/us/states/sd/people/kent-roe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 4"
+represents: "us/states/sd/districts/house/4"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 4 (SD State House of Representatives District 4).
 
+Represents [SD State House of Representatives District 4](/us/states/sd/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/keri-weems.md b/data/jurisdictions/us/states/sd/people/keri-weems.md
index 97a6a23213..f963779984 100644
--- a/data/jurisdictions/us/states/sd/people/keri-weems.md
+++ b/data/jurisdictions/us/states/sd/people/keri-weems.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 11"
+represents: "us/states/sd/districts/house/11"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 11 (SD State House of Representatives District 11).
 
+Represents [SD State House of Representatives District 11](/us/states/sd/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/kevin-jensen.md b/data/jurisdictions/us/states/sd/people/kevin-jensen.md
index 7e79be2419..584b5dcf82 100644
--- a/data/jurisdictions/us/states/sd/people/kevin-jensen.md
+++ b/data/jurisdictions/us/states/sd/people/kevin-jensen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 16"
+represents: "us/states/sd/districts/senate/16"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 16 (SD State Senate District 16).
 
+Represents [SD State Senate District 16](/us/states/sd/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/kevin-van-diepen.md b/data/jurisdictions/us/states/sd/people/kevin-van-diepen.md
index c42bbb3cde..1635904430 100644
--- a/data/jurisdictions/us/states/sd/people/kevin-van-diepen.md
+++ b/data/jurisdictions/us/states/sd/people/kevin-van-diepen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 22"
+represents: "us/states/sd/districts/house/22"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 22 (SD State House of Representatives District 22).
 
+Represents [SD State House of Representatives District 22](/us/states/sd/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/kyle-schoenfish.md b/data/jurisdictions/us/states/sd/people/kyle-schoenfish.md
index bb5b7887d3..6b81dd9308 100644
--- a/data/jurisdictions/us/states/sd/people/kyle-schoenfish.md
+++ b/data/jurisdictions/us/states/sd/people/kyle-schoenfish.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 19"
+represents: "us/states/sd/districts/senate/19"
 tenure:
   start: "2020-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 19 (SD State Senate District 19).
 
+Represents [SD State Senate District 19](/us/states/sd/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/lana-greenfield.md b/data/jurisdictions/us/states/sd/people/lana-greenfield.md
index 7f2a90ae06..3e6ec7419d 100644
--- a/data/jurisdictions/us/states/sd/people/lana-greenfield.md
+++ b/data/jurisdictions/us/states/sd/people/lana-greenfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 22"
+represents: "us/states/sd/districts/house/22"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 22 (SD State House of Representatives District 22).
 
+Represents [SD State House of Representatives District 22](/us/states/sd/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/larry-zikmund.md b/data/jurisdictions/us/states/sd/people/larry-zikmund.md
index 9e85439bd6..ea3f944440 100644
--- a/data/jurisdictions/us/states/sd/people/larry-zikmund.md
+++ b/data/jurisdictions/us/states/sd/people/larry-zikmund.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 14"
+represents: "us/states/sd/districts/senate/14"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 14 (SD State Senate District 14).
 
+Represents [SD State Senate District 14](/us/states/sd/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/lauren-nelson.md b/data/jurisdictions/us/states/sd/people/lauren-nelson.md
index 52dc3b7dc0..2835cd4070 100644
--- a/data/jurisdictions/us/states/sd/people/lauren-nelson.md
+++ b/data/jurisdictions/us/states/sd/people/lauren-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 18"
+represents: "us/states/sd/districts/senate/18"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 18 (SD State Senate District 18).
 
+Represents [SD State Senate District 18](/us/states/sd/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/les-heinemann.md b/data/jurisdictions/us/states/sd/people/les-heinemann.md
index 347ef71725..a697b81f5c 100644
--- a/data/jurisdictions/us/states/sd/people/les-heinemann.md
+++ b/data/jurisdictions/us/states/sd/people/les-heinemann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 25"
+represents: "us/states/sd/districts/house/25"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 25 (SD State House of Representatives District 25).
 
+Represents [SD State House of Representatives District 25](/us/states/sd/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/liz-larson.md b/data/jurisdictions/us/states/sd/people/liz-larson.md
index 2feffc7407..131f7903b3 100644
--- a/data/jurisdictions/us/states/sd/people/liz-larson.md
+++ b/data/jurisdictions/us/states/sd/people/liz-larson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 10"
+represents: "us/states/sd/districts/senate/10"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 10 (SD State Senate District 10).
 
+Represents [SD State Senate District 10](/us/states/sd/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/liz-may.md b/data/jurisdictions/us/states/sd/people/liz-may.md
index ef01047c97..dde06a25d5 100644
--- a/data/jurisdictions/us/states/sd/people/liz-may.md
+++ b/data/jurisdictions/us/states/sd/people/liz-may.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 27"
+represents: "us/states/sd/districts/house/27"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 27 (SD State House of Representatives District 27).
 
+Represents [SD State House of Representatives District 27](/us/states/sd/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/logan-manhart.md b/data/jurisdictions/us/states/sd/people/logan-manhart.md
index eb6fda9387..d2c911df3a 100644
--- a/data/jurisdictions/us/states/sd/people/logan-manhart.md
+++ b/data/jurisdictions/us/states/sd/people/logan-manhart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 1"
+represents: "us/states/sd/districts/house/1"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 1 (SD State House of Representatives District 1).
 
+Represents [SD State House of Representatives District 1](/us/states/sd/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/mark-lapka.md b/data/jurisdictions/us/states/sd/people/mark-lapka.md
index ab32613a6d..d704133fb8 100644
--- a/data/jurisdictions/us/states/sd/people/mark-lapka.md
+++ b/data/jurisdictions/us/states/sd/people/mark-lapka.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 23"
+represents: "us/states/sd/districts/senate/23"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 23 (SD State Senate District 23).
 
+Represents [SD State Senate District 23](/us/states/sd/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/marty-overweg.md b/data/jurisdictions/us/states/sd/people/marty-overweg.md
index a765ab116b..039400e7e1 100644
--- a/data/jurisdictions/us/states/sd/people/marty-overweg.md
+++ b/data/jurisdictions/us/states/sd/people/marty-overweg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 21"
+represents: "us/states/sd/districts/house/21"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 21 (SD State House of Representatives District 21).
 
+Represents [SD State House of Representatives District 21](/us/states/sd/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/mary-fitzgerald.md b/data/jurisdictions/us/states/sd/people/mary-fitzgerald.md
index 180498de52..0b11cab59f 100644
--- a/data/jurisdictions/us/states/sd/people/mary-fitzgerald.md
+++ b/data/jurisdictions/us/states/sd/people/mary-fitzgerald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 31"
+represents: "us/states/sd/districts/house/31"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 31 (SD State House of Representatives District 31).
 
+Represents [SD State House of Representatives District 31](/us/states/sd/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/matt-roby.md b/data/jurisdictions/us/states/sd/people/matt-roby.md
index 2249c4fc7c..9a3f9cab99 100644
--- a/data/jurisdictions/us/states/sd/people/matt-roby.md
+++ b/data/jurisdictions/us/states/sd/people/matt-roby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 5"
+represents: "us/states/sd/districts/house/5"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 5 (SD State House of Representatives District 5).
 
+Represents [SD State House of Representatives District 5](/us/states/sd/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/mellissa-heermann.md b/data/jurisdictions/us/states/sd/people/mellissa-heermann.md
index d06a93e748..8ae0216911 100644
--- a/data/jurisdictions/us/states/sd/people/mellissa-heermann.md
+++ b/data/jurisdictions/us/states/sd/people/mellissa-heermann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 7"
+represents: "us/states/sd/districts/house/7"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 7 (SD State House of Representatives District 7).
 
+Represents [SD State House of Representatives District 7](/us/states/sd/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/michael-rohl.md b/data/jurisdictions/us/states/sd/people/michael-rohl.md
index d87bbad46b..eb08b4a2f3 100644
--- a/data/jurisdictions/us/states/sd/people/michael-rohl.md
+++ b/data/jurisdictions/us/states/sd/people/michael-rohl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 1"
+represents: "us/states/sd/districts/senate/1"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 1 (SD State Senate District 1).
 
+Represents [SD State Senate District 1](/us/states/sd/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/mike-derby.md b/data/jurisdictions/us/states/sd/people/mike-derby.md
index 116f903be6..9a8274aee8 100644
--- a/data/jurisdictions/us/states/sd/people/mike-derby.md
+++ b/data/jurisdictions/us/states/sd/people/mike-derby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 34"
+represents: "us/states/sd/districts/house/34"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 34 (SD State House of Representatives District 34).
 
+Represents [SD State House of Representatives District 34](/us/states/sd/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/mike-stevens.md b/data/jurisdictions/us/states/sd/people/mike-stevens.md
index 08e2b0375d..2dddeccaa4 100644
--- a/data/jurisdictions/us/states/sd/people/mike-stevens.md
+++ b/data/jurisdictions/us/states/sd/people/mike-stevens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 18"
+represents: "us/states/sd/districts/house/18"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 18 (SD State House of Representatives District 18).
 
+Represents [SD State House of Representatives District 18](/us/states/sd/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/mike-weisgram.md b/data/jurisdictions/us/states/sd/people/mike-weisgram.md
index ff3cc17858..1171977e82 100644
--- a/data/jurisdictions/us/states/sd/people/mike-weisgram.md
+++ b/data/jurisdictions/us/states/sd/people/mike-weisgram.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 24"
+represents: "us/states/sd/districts/house/24"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 24 (SD State House of Representatives District 24).
 
+Represents [SD State House of Representatives District 24](/us/states/sd/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/mykala-voita.md b/data/jurisdictions/us/states/sd/people/mykala-voita.md
index 699f1a0c81..e38e9d8d02 100644
--- a/data/jurisdictions/us/states/sd/people/mykala-voita.md
+++ b/data/jurisdictions/us/states/sd/people/mykala-voita.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 21"
+represents: "us/states/sd/districts/senate/21"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 21 (SD State Senate District 21).
 
+Represents [SD State Senate District 21](/us/states/sd/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/nick-fosness.md b/data/jurisdictions/us/states/sd/people/nick-fosness.md
index fa726c92ff..7db9ad7d50 100644
--- a/data/jurisdictions/us/states/sd/people/nick-fosness.md
+++ b/data/jurisdictions/us/states/sd/people/nick-fosness.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 1"
+represents: "us/states/sd/districts/house/1"
 tenure:
   start: "2025-08-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 1 (SD State House of Representatives District 1).
 
+Represents [SD State House of Representatives District 1](/us/states/sd/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/nicole-uhre-balk.md b/data/jurisdictions/us/states/sd/people/nicole-uhre-balk.md
index 1c13f65197..9264c0dbec 100644
--- a/data/jurisdictions/us/states/sd/people/nicole-uhre-balk.md
+++ b/data/jurisdictions/us/states/sd/people/nicole-uhre-balk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 32"
+represents: "us/states/sd/districts/house/32"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 32 (SD State House of Representatives District 32).
 
+Represents [SD State House of Representatives District 32](/us/states/sd/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/paul-miskimins.md b/data/jurisdictions/us/states/sd/people/paul-miskimins.md
index 50c408a304..56e66170f9 100644
--- a/data/jurisdictions/us/states/sd/people/paul-miskimins.md
+++ b/data/jurisdictions/us/states/sd/people/paul-miskimins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 20"
+represents: "us/states/sd/districts/senate/20"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 20 (SD State Senate District 20).
 
+Represents [SD State Senate District 20](/us/states/sd/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/peri-pourier.md b/data/jurisdictions/us/states/sd/people/peri-pourier.md
index 948eaa7b27..d7ff078f50 100644
--- a/data/jurisdictions/us/states/sd/people/peri-pourier.md
+++ b/data/jurisdictions/us/states/sd/people/peri-pourier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 27"
+represents: "us/states/sd/districts/house/27"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 27 (SD State House of Representatives District 27).
 
+Represents [SD State House of Representatives District 27](/us/states/sd/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/phil-jensen.md b/data/jurisdictions/us/states/sd/people/phil-jensen.md
index 39356392ad..63f67f1085 100644
--- a/data/jurisdictions/us/states/sd/people/phil-jensen.md
+++ b/data/jurisdictions/us/states/sd/people/phil-jensen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 33"
+represents: "us/states/sd/districts/house/33"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 33 (SD State House of Representatives District 33).
 
+Represents [SD State House of Representatives District 33](/us/states/sd/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/randy-deibert.md b/data/jurisdictions/us/states/sd/people/randy-deibert.md
index d6a73d4b77..af8fcaac19 100644
--- a/data/jurisdictions/us/states/sd/people/randy-deibert.md
+++ b/data/jurisdictions/us/states/sd/people/randy-deibert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 31"
+represents: "us/states/sd/districts/senate/31"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 31 (SD State Senate District 31).
 
+Represents [SD State Senate District 31](/us/states/sd/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/rebecca-reimer.md b/data/jurisdictions/us/states/sd/people/rebecca-reimer.md
index e027a8cabf..fedc7a5605 100644
--- a/data/jurisdictions/us/states/sd/people/rebecca-reimer.md
+++ b/data/jurisdictions/us/states/sd/people/rebecca-reimer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 26B"
+represents: "us/states/sd/districts/house/26b"
 tenure:
   start: "2018-08-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 26B (SD State House of Representatives District 26B).
 
+Represents [SD State House of Representatives District 26B](/us/states/sd/districts/house/26b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/red-dawn-foster.md b/data/jurisdictions/us/states/sd/people/red-dawn-foster.md
index 7fea01309c..16dc8cc6e1 100644
--- a/data/jurisdictions/us/states/sd/people/red-dawn-foster.md
+++ b/data/jurisdictions/us/states/sd/people/red-dawn-foster.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 27"
+represents: "us/states/sd/districts/senate/27"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 27 (SD State Senate District 27).
 
+Represents [SD State Senate District 27](/us/states/sd/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/roger-degroot.md b/data/jurisdictions/us/states/sd/people/roger-degroot.md
index 95efa9de03..5a84654cf8 100644
--- a/data/jurisdictions/us/states/sd/people/roger-degroot.md
+++ b/data/jurisdictions/us/states/sd/people/roger-degroot.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 7"
+represents: "us/states/sd/districts/house/7"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 7 (SD State House of Representatives District 7).
 
+Represents [SD State House of Representatives District 7](/us/states/sd/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/sam-marty.md b/data/jurisdictions/us/states/sd/people/sam-marty.md
index b64e1247e2..ad3efc7689 100644
--- a/data/jurisdictions/us/states/sd/people/sam-marty.md
+++ b/data/jurisdictions/us/states/sd/people/sam-marty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 28"
+represents: "us/states/sd/districts/senate/28"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 28 (SD State Senate District 28).
 
+Represents [SD State Senate District 28](/us/states/sd/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/scott-moore.md b/data/jurisdictions/us/states/sd/people/scott-moore.md
index 1aa87cae01..0cf959e739 100644
--- a/data/jurisdictions/us/states/sd/people/scott-moore.md
+++ b/data/jurisdictions/us/states/sd/people/scott-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 23"
+represents: "us/states/sd/districts/house/23"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 23 (SD State House of Representatives District 23).
 
+Represents [SD State House of Representatives District 23](/us/states/sd/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/scott-odenbach.md b/data/jurisdictions/us/states/sd/people/scott-odenbach.md
index d80c2fa915..b1b5e875e1 100644
--- a/data/jurisdictions/us/states/sd/people/scott-odenbach.md
+++ b/data/jurisdictions/us/states/sd/people/scott-odenbach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 31"
+represents: "us/states/sd/districts/house/31"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 31 (SD State House of Representatives District 31).
 
+Represents [SD State House of Representatives District 31](/us/states/sd/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/spencer-gosch.md b/data/jurisdictions/us/states/sd/people/spencer-gosch.md
index c5217c1551..f759ea875b 100644
--- a/data/jurisdictions/us/states/sd/people/spencer-gosch.md
+++ b/data/jurisdictions/us/states/sd/people/spencer-gosch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 23"
+represents: "us/states/sd/districts/house/23"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 23 (SD State House of Representatives District 23).
 
+Represents [SD State House of Representatives District 23](/us/states/sd/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/stephanie-sauder.md b/data/jurisdictions/us/states/sd/people/stephanie-sauder.md
index 7fde198fa3..0cdfe10478 100644
--- a/data/jurisdictions/us/states/sd/people/stephanie-sauder.md
+++ b/data/jurisdictions/us/states/sd/people/stephanie-sauder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 4"
+represents: "us/states/sd/districts/senate/4"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 4 (SD State Senate District 4).
 
+Represents [SD State Senate District 4](/us/states/sd/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/steve-duffy.md b/data/jurisdictions/us/states/sd/people/steve-duffy.md
index bacaf71f71..4961ea37b2 100644
--- a/data/jurisdictions/us/states/sd/people/steve-duffy.md
+++ b/data/jurisdictions/us/states/sd/people/steve-duffy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 32"
+represents: "us/states/sd/districts/house/32"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 32 (SD State House of Representatives District 32).
 
+Represents [SD State House of Representatives District 32](/us/states/sd/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/steve-kolbeck.md b/data/jurisdictions/us/states/sd/people/steve-kolbeck.md
index ab75aac9f0..07f1652437 100644
--- a/data/jurisdictions/us/states/sd/people/steve-kolbeck.md
+++ b/data/jurisdictions/us/states/sd/people/steve-kolbeck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 2"
+represents: "us/states/sd/districts/senate/2"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 2 (SD State Senate District 2).
 
+Represents [SD State Senate District 2](/us/states/sd/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/sue-peterson.md b/data/jurisdictions/us/states/sd/people/sue-peterson.md
index 44b4a002f1..1566c244ca 100644
--- a/data/jurisdictions/us/states/sd/people/sue-peterson.md
+++ b/data/jurisdictions/us/states/sd/people/sue-peterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 13"
+represents: "us/states/sd/districts/senate/13"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 13 (SD State Senate District 13).
 
+Represents [SD State Senate District 13](/us/states/sd/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/sydney-davis.md b/data/jurisdictions/us/states/sd/people/sydney-davis.md
index 98b37a7e68..84cd4f7e2d 100644
--- a/data/jurisdictions/us/states/sd/people/sydney-davis.md
+++ b/data/jurisdictions/us/states/sd/people/sydney-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 17"
+represents: "us/states/sd/districts/senate/17"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 17 (SD State Senate District 17).
 
+Represents [SD State Senate District 17](/us/states/sd/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/taffy-howard.md b/data/jurisdictions/us/states/sd/people/taffy-howard.md
index 660d593658..135e6849db 100644
--- a/data/jurisdictions/us/states/sd/people/taffy-howard.md
+++ b/data/jurisdictions/us/states/sd/people/taffy-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 34"
+represents: "us/states/sd/districts/senate/34"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 34 (SD State Senate District 34).
 
+Represents [SD State Senate District 34](/us/states/sd/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tamara-grove.md b/data/jurisdictions/us/states/sd/people/tamara-grove.md
index ea5954430b..9869e85e50 100644
--- a/data/jurisdictions/us/states/sd/people/tamara-grove.md
+++ b/data/jurisdictions/us/states/sd/people/tamara-grove.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 26"
+represents: "us/states/sd/districts/senate/26"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 26 (SD State Senate District 26).
 
+Represents [SD State Senate District 26](/us/states/sd/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/taylor-rehfeldt.md b/data/jurisdictions/us/states/sd/people/taylor-rehfeldt.md
index 6481d39b28..7c018d73f4 100644
--- a/data/jurisdictions/us/states/sd/people/taylor-rehfeldt.md
+++ b/data/jurisdictions/us/states/sd/people/taylor-rehfeldt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 14"
+represents: "us/states/sd/districts/house/14"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 14 (SD State House of Representatives District 14).
 
+Represents [SD State House of Representatives District 14](/us/states/sd/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/terri-jorgenson.md b/data/jurisdictions/us/states/sd/people/terri-jorgenson.md
index 9664d71689..219da8a97a 100644
--- a/data/jurisdictions/us/states/sd/people/terri-jorgenson.md
+++ b/data/jurisdictions/us/states/sd/people/terri-jorgenson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 29"
+represents: "us/states/sd/districts/house/29"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 29 (SD State House of Representatives District 29).
 
+Represents [SD State House of Representatives District 29](/us/states/sd/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tesa-schwans.md b/data/jurisdictions/us/states/sd/people/tesa-schwans.md
index d998e5451a..de21c12cc2 100644
--- a/data/jurisdictions/us/states/sd/people/tesa-schwans.md
+++ b/data/jurisdictions/us/states/sd/people/tesa-schwans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 9"
+represents: "us/states/sd/districts/house/9"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 9 (SD State House of Representatives District 9).
 
+Represents [SD State House of Representatives District 9](/us/states/sd/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tim-czmowski.md b/data/jurisdictions/us/states/sd/people/tim-czmowski.md
index 1e56724d3c..48e44621d3 100644
--- a/data/jurisdictions/us/states/sd/people/tim-czmowski.md
+++ b/data/jurisdictions/us/states/sd/people/tim-czmowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 6"
+represents: "us/states/sd/districts/house/6"
 tenure:
   start: "2025-02-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 6 (SD State House of Representatives District 6).
 
+Represents [SD State House of Representatives District 6](/us/states/sd/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tim-goodwin.md b/data/jurisdictions/us/states/sd/people/tim-goodwin.md
index 52c7b0b744..19d0e8f552 100644
--- a/data/jurisdictions/us/states/sd/people/tim-goodwin.md
+++ b/data/jurisdictions/us/states/sd/people/tim-goodwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 30"
+represents: "us/states/sd/districts/house/30"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 30 (SD State House of Representatives District 30).
 
+Represents [SD State House of Representatives District 30](/us/states/sd/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tim-reed.md b/data/jurisdictions/us/states/sd/people/tim-reed.md
index d710d74167..30318d15d1 100644
--- a/data/jurisdictions/us/states/sd/people/tim-reed.md
+++ b/data/jurisdictions/us/states/sd/people/tim-reed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 7"
+represents: "us/states/sd/districts/senate/7"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 7 (SD State Senate District 7).
 
+Represents [SD State Senate District 7](/us/states/sd/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tim-reisch.md b/data/jurisdictions/us/states/sd/people/tim-reisch.md
index 468c50b446..67124d9f73 100644
--- a/data/jurisdictions/us/states/sd/people/tim-reisch.md
+++ b/data/jurisdictions/us/states/sd/people/tim-reisch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 8"
+represents: "us/states/sd/districts/house/8"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 8 (SD State House of Representatives District 8).
 
+Represents [SD State House of Representatives District 8](/us/states/sd/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tim-walburg.md b/data/jurisdictions/us/states/sd/people/tim-walburg.md
index 2f0cf16b4d..b86069f297 100644
--- a/data/jurisdictions/us/states/sd/people/tim-walburg.md
+++ b/data/jurisdictions/us/states/sd/people/tim-walburg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 8"
+represents: "us/states/sd/districts/house/8"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 8 (SD State House of Representatives District 8).
 
+Represents [SD State House of Representatives District 8](/us/states/sd/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tina-mulally.md b/data/jurisdictions/us/states/sd/people/tina-mulally.md
index 01568c5178..51d5580b01 100644
--- a/data/jurisdictions/us/states/sd/people/tina-mulally.md
+++ b/data/jurisdictions/us/states/sd/people/tina-mulally.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 35"
+represents: "us/states/sd/districts/house/35"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 35 (SD State House of Representatives District 35).
 
+Represents [SD State House of Representatives District 35](/us/states/sd/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tom-pischke.md b/data/jurisdictions/us/states/sd/people/tom-pischke.md
index 2e22a12eb5..faf314807a 100644
--- a/data/jurisdictions/us/states/sd/people/tom-pischke.md
+++ b/data/jurisdictions/us/states/sd/people/tom-pischke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State Senate District 25"
+represents: "us/states/sd/districts/senate/25"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD Senate District 25 (SD State Senate District 25).
 
+Represents [SD State Senate District 25](/us/states/sd/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tony-kayser.md b/data/jurisdictions/us/states/sd/people/tony-kayser.md
index 3db985fe61..0d1f06ad51 100644
--- a/data/jurisdictions/us/states/sd/people/tony-kayser.md
+++ b/data/jurisdictions/us/states/sd/people/tony-kayser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 14"
+represents: "us/states/sd/districts/house/14"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 14 (SD State House of Representatives District 14).
 
+Represents [SD State House of Representatives District 14](/us/states/sd/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/tony-randolph.md b/data/jurisdictions/us/states/sd/people/tony-randolph.md
index 2f95a3d5a5..642ce24e58 100644
--- a/data/jurisdictions/us/states/sd/people/tony-randolph.md
+++ b/data/jurisdictions/us/states/sd/people/tony-randolph.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 35"
+represents: "us/states/sd/districts/house/35"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 35 (SD State House of Representatives District 35).
 
+Represents [SD State House of Representatives District 35](/us/states/sd/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/travis-ismay.md b/data/jurisdictions/us/states/sd/people/travis-ismay.md
index c02d0ded9c..eeb29d481b 100644
--- a/data/jurisdictions/us/states/sd/people/travis-ismay.md
+++ b/data/jurisdictions/us/states/sd/people/travis-ismay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 28B"
+represents: "us/states/sd/districts/house/28b"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 28B (SD State House of Representatives District 28B).
 
+Represents [SD State House of Representatives District 28B](/us/states/sd/districts/house/28b.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/trish-ladner.md b/data/jurisdictions/us/states/sd/people/trish-ladner.md
index d74dea0894..8a7f76fe97 100644
--- a/data/jurisdictions/us/states/sd/people/trish-ladner.md
+++ b/data/jurisdictions/us/states/sd/people/trish-ladner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 30"
+represents: "us/states/sd/districts/house/30"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 30 (SD State House of Representatives District 30).
 
+Represents [SD State House of Representatives District 30](/us/states/sd/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/will-mortenson.md b/data/jurisdictions/us/states/sd/people/will-mortenson.md
index 649110a2f7..e9eba7d2f5 100644
--- a/data/jurisdictions/us/states/sd/people/will-mortenson.md
+++ b/data/jurisdictions/us/states/sd/people/will-mortenson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 24"
+represents: "us/states/sd/districts/house/24"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 24 (SD State House of Representatives District 24).
 
+Represents [SD State House of Representatives District 24](/us/states/sd/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/sd/people/william-shorma.md b/data/jurisdictions/us/states/sd/people/william-shorma.md
index f9d49827be..b5e19f422d 100644
--- a/data/jurisdictions/us/states/sd/people/william-shorma.md
+++ b/data/jurisdictions/us/states/sd/people/william-shorma.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "SD"
 district: "SD State House of Representatives District 17"
+represents: "us/states/sd/districts/house/17"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current SD House District 17 (SD State House of Representatives District 17).
 
+Represents [SD State House of Representatives District 17](/us/states/sd/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/counties/anderson/index.md b/data/jurisdictions/us/states/tn/counties/anderson/index.md
index 1cd5f83038..aaa95fcc2c 100644
--- a/data/jurisdictions/us/states/tn/counties/anderson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/anderson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 248
   hispanic: 3226
   bachelors_plus: 21992
+districts:
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.993
+  - to: "us/states/tn/districts/02"
+    rel: in-district
+    area_weight: 0.007
+  - to: "us/states/tn/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tn/districts/house/33"
+    rel: in-district
+    area_weight: 0.5847
+  - to: "us/states/tn/districts/house/41"
+    rel: in-district
+    area_weight: 0.4148
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 3226 |
 | Bachelor's or higher | 21992 |
 
+## Districts
+
+- [TN-03](/us/states/tn/districts/03.md) — 99% (congressional)
+- [TN-02](/us/states/tn/districts/02.md) — 1% (congressional)
+- [TN Senate District 5](/us/states/tn/districts/senate/5.md) — 100% (state senate)
+- [TN House District 33](/us/states/tn/districts/house/33.md) — 58% (state house)
+- [TN House District 41](/us/states/tn/districts/house/41.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/bedford/index.md b/data/jurisdictions/us/states/tn/counties/bedford/index.md
index a7ef328d76..c2c9a8300d 100644
--- a/data/jurisdictions/us/states/tn/counties/bedford/index.md
+++ b/data/jurisdictions/us/states/tn/counties/bedford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 555
   hispanic: 8364
   bachelors_plus: 7676
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tn/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/62"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8364 |
 | Bachelor's or higher | 7676 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 14](/us/states/tn/districts/senate/14.md) — 100% (state senate)
+- [TN House District 62](/us/states/tn/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/benton/index.md b/data/jurisdictions/us/states/tn/counties/benton/index.md
index 86c4c171b2..fd1abea566 100644
--- a/data/jurisdictions/us/states/tn/counties/benton/index.md
+++ b/data/jurisdictions/us/states/tn/counties/benton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 30
   hispanic: 454
   bachelors_plus: 2116
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.8263
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.1737
+  - to: "us/states/tn/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/74"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 454 |
 | Bachelor's or higher | 2116 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 83% (congressional)
+- [TN-08](/us/states/tn/districts/08.md) — 17% (congressional)
+- [TN Senate District 24](/us/states/tn/districts/senate/24.md) — 100% (state senate)
+- [TN House District 74](/us/states/tn/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/bledsoe/index.md b/data/jurisdictions/us/states/tn/counties/bledsoe/index.md
index 78927ad268..5a458ac90a 100644
--- a/data/jurisdictions/us/states/tn/counties/bledsoe/index.md
+++ b/data/jurisdictions/us/states/tn/counties/bledsoe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 45
   hispanic: 525
   bachelors_plus: 2086
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/tn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/31"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 525 |
 | Bachelor's or higher | 2086 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 10](/us/states/tn/districts/senate/10.md) — 100% (state senate)
+- [TN House District 31](/us/states/tn/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/blount/index.md b/data/jurisdictions/us/states/tn/counties/blount/index.md
index bc3d2f423d..161bcfecf5 100644
--- a/data/jurisdictions/us/states/tn/counties/blount/index.md
+++ b/data/jurisdictions/us/states/tn/counties/blount/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 131
   hispanic: 6517
   bachelors_plus: 39536
+districts:
+  - to: "us/states/tn/districts/02"
+    rel: in-district
+    area_weight: 0.996
+  - to: "us/states/tn/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tn/districts/house/8"
+    rel: in-district
+    area_weight: 0.7816
+  - to: "us/states/tn/districts/house/20"
+    rel: in-district
+    area_weight: 0.2176
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 6517 |
 | Bachelor's or higher | 39536 |
 
+## Districts
+
+- [TN-02](/us/states/tn/districts/02.md) — 100% (congressional)
+- [TN Senate District 2](/us/states/tn/districts/senate/2.md) — 100% (state senate)
+- [TN House District 8](/us/states/tn/districts/house/8.md) — 78% (state house)
+- [TN House District 20](/us/states/tn/districts/house/20.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/bradley/index.md b/data/jurisdictions/us/states/tn/counties/bradley/index.md
index b979b8c7bd..7f355ce895 100644
--- a/data/jurisdictions/us/states/tn/counties/bradley/index.md
+++ b/data/jurisdictions/us/states/tn/counties/bradley/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 209
   hispanic: 9320
   bachelors_plus: 26335
+districts:
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/tn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.8945
+  - to: "us/states/tn/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1054
+  - to: "us/states/tn/districts/house/22"
+    rel: in-district
+    area_weight: 0.734
+  - to: "us/states/tn/districts/house/24"
+    rel: in-district
+    area_weight: 0.2657
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 9320 |
 | Bachelor's or higher | 26335 |
 
+## Districts
+
+- [TN-03](/us/states/tn/districts/03.md) — 100% (congressional)
+- [TN Senate District 1](/us/states/tn/districts/senate/1.md) — 89% (state senate)
+- [TN Senate District 2](/us/states/tn/districts/senate/2.md) — 11% (state senate)
+- [TN House District 22](/us/states/tn/districts/house/22.md) — 73% (state house)
+- [TN House District 24](/us/states/tn/districts/house/24.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/campbell/index.md b/data/jurisdictions/us/states/tn/counties/campbell/index.md
index f514ca66ba..1aef1918e7 100644
--- a/data/jurisdictions/us/states/tn/counties/campbell/index.md
+++ b/data/jurisdictions/us/states/tn/counties/campbell/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 60
   hispanic: 636
   bachelors_plus: 5334
+districts:
+  - to: "us/states/tn/districts/02"
+    rel: in-district
+    area_weight: 0.6887
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.3095
+  - to: "us/states/tn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/36"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 636 |
 | Bachelor's or higher | 5334 |
 
+## Districts
+
+- [TN-02](/us/states/tn/districts/02.md) — 69% (congressional)
+- [TN-03](/us/states/tn/districts/03.md) — 31% (congressional)
+- [TN Senate District 12](/us/states/tn/districts/senate/12.md) — 100% (state senate)
+- [TN House District 36](/us/states/tn/districts/house/36.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/cannon/index.md b/data/jurisdictions/us/states/tn/counties/cannon/index.md
index 9a321fb855..4fe6e25dd1 100644
--- a/data/jurisdictions/us/states/tn/counties/cannon/index.md
+++ b/data/jurisdictions/us/states/tn/counties/cannon/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 26
   hispanic: 460
   bachelors_plus: 2363
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.9931
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.0069
+  - to: "us/states/tn/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/40"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 460 |
 | Bachelor's or higher | 2363 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 99% (congressional)
+- [TN-04](/us/states/tn/districts/04.md) — 1% (congressional)
+- [TN Senate District 14](/us/states/tn/districts/senate/14.md) — 100% (state senate)
+- [TN House District 40](/us/states/tn/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/carroll/index.md b/data/jurisdictions/us/states/tn/counties/carroll/index.md
index c39f080fd1..e775fe6b66 100644
--- a/data/jurisdictions/us/states/tn/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/tn/counties/carroll/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 33
   hispanic: 899
   bachelors_plus: 5007
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/79"
+    rel: in-district
+    area_weight: 0.656
+  - to: "us/states/tn/districts/house/76"
+    rel: in-district
+    area_weight: 0.3438
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 899 |
 | Bachelor's or higher | 5007 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 24](/us/states/tn/districts/senate/24.md) — 100% (state senate)
+- [TN House District 79](/us/states/tn/districts/house/79.md) — 66% (state house)
+- [TN House District 76](/us/states/tn/districts/house/76.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/carter/index.md b/data/jurisdictions/us/states/tn/counties/carter/index.md
index 1abea5bb2e..e768afd2fe 100644
--- a/data/jurisdictions/us/states/tn/counties/carter/index.md
+++ b/data/jurisdictions/us/states/tn/counties/carter/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 80
   hispanic: 1422
   bachelors_plus: 11778
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tn/districts/senate/3"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/tn/districts/house/4"
+    rel: in-district
+    area_weight: 0.6036
+  - to: "us/states/tn/districts/house/3"
+    rel: in-district
+    area_weight: 0.3957
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1422 |
 | Bachelor's or higher | 11778 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 100% (congressional)
+- [TN Senate District 3](/us/states/tn/districts/senate/3.md) — 100% (state senate)
+- [TN House District 4](/us/states/tn/districts/house/4.md) — 60% (state house)
+- [TN House District 3](/us/states/tn/districts/house/3.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/cheatham/index.md b/data/jurisdictions/us/states/tn/counties/cheatham/index.md
index 5064726130..c320985fae 100644
--- a/data/jurisdictions/us/states/tn/counties/cheatham/index.md
+++ b/data/jurisdictions/us/states/tn/counties/cheatham/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 108
   hispanic: 1993
   bachelors_plus: 10705
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/78"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1993 |
 | Bachelor's or higher | 10705 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 23](/us/states/tn/districts/senate/23.md) — 100% (state senate)
+- [TN House District 78](/us/states/tn/districts/house/78.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/chester/index.md b/data/jurisdictions/us/states/tn/counties/chester/index.md
index 11db5c5677..ac0eea17e9 100644
--- a/data/jurisdictions/us/states/tn/counties/chester/index.md
+++ b/data/jurisdictions/us/states/tn/counties/chester/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 593
   bachelors_plus: 3493
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/72"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 593 |
 | Bachelor's or higher | 3493 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 26](/us/states/tn/districts/senate/26.md) — 100% (state senate)
+- [TN House District 72](/us/states/tn/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/claiborne/index.md b/data/jurisdictions/us/states/tn/counties/claiborne/index.md
index ae031d9ef6..47070e78fa 100644
--- a/data/jurisdictions/us/states/tn/counties/claiborne/index.md
+++ b/data/jurisdictions/us/states/tn/counties/claiborne/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 22
   hispanic: 560
   bachelors_plus: 6375
+districts:
+  - to: "us/states/tn/districts/02"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tn/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/9"
+    rel: in-district
+    area_weight: 0.5206
+  - to: "us/states/tn/districts/house/36"
+    rel: in-district
+    area_weight: 0.4792
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 560 |
 | Bachelor's or higher | 6375 |
 
+## Districts
+
+- [TN-02](/us/states/tn/districts/02.md) — 100% (congressional)
+- [TN Senate District 8](/us/states/tn/districts/senate/8.md) — 100% (state senate)
+- [TN House District 9](/us/states/tn/districts/house/9.md) — 52% (state house)
+- [TN House District 36](/us/states/tn/districts/house/36.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/clay/index.md b/data/jurisdictions/us/states/tn/counties/clay/index.md
index 5490026086..966e1b3f05 100644
--- a/data/jurisdictions/us/states/tn/counties/clay/index.md
+++ b/data/jurisdictions/us/states/tn/counties/clay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 20
   hispanic: 18
   bachelors_plus: 1005
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/tn/districts/house/38"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 18 |
 | Bachelor's or higher | 1005 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 12](/us/states/tn/districts/senate/12.md) — 100% (state senate)
+- [TN House District 38](/us/states/tn/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/cocke/index.md b/data/jurisdictions/us/states/tn/counties/cocke/index.md
index 4c0c344a5e..2dd528dbb1 100644
--- a/data/jurisdictions/us/states/tn/counties/cocke/index.md
+++ b/data/jurisdictions/us/states/tn/counties/cocke/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 186
   hispanic: 1144
   bachelors_plus: 4036
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/tn/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/tn/districts/house/11"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1144 |
 | Bachelor's or higher | 4036 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 100% (congressional)
+- [TN Senate District 9](/us/states/tn/districts/senate/9.md) — 100% (state senate)
+- [TN House District 11](/us/states/tn/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/coffee/index.md b/data/jurisdictions/us/states/tn/counties/coffee/index.md
index 059a606ce8..fb7ae29aef 100644
--- a/data/jurisdictions/us/states/tn/counties/coffee/index.md
+++ b/data/jurisdictions/us/states/tn/counties/coffee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 3770
   bachelors_plus: 12422
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/tn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/47"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3770 |
 | Bachelor's or higher | 12422 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 16](/us/states/tn/districts/senate/16.md) — 100% (state senate)
+- [TN House District 47](/us/states/tn/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/crockett/index.md b/data/jurisdictions/us/states/tn/counties/crockett/index.md
index 91287cf4b7..bc3c9ed7d8 100644
--- a/data/jurisdictions/us/states/tn/counties/crockett/index.md
+++ b/data/jurisdictions/us/states/tn/counties/crockett/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 117
   hispanic: 1585
   bachelors_plus: 2160
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/tn/districts/house/82"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1585 |
 | Bachelor's or higher | 2160 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 25](/us/states/tn/districts/senate/25.md) — 100% (state senate)
+- [TN House District 82](/us/states/tn/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/cumberland/index.md b/data/jurisdictions/us/states/tn/counties/cumberland/index.md
index 09ed82123e..371c3275ed 100644
--- a/data/jurisdictions/us/states/tn/counties/cumberland/index.md
+++ b/data/jurisdictions/us/states/tn/counties/cumberland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 49
   hispanic: 2250
   bachelors_plus: 13062
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/tn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/25"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2250 |
 | Bachelor's or higher | 13062 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 15](/us/states/tn/districts/senate/15.md) — 100% (state senate)
+- [TN House District 25](/us/states/tn/districts/house/25.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/davidson/index.md b/data/jurisdictions/us/states/tn/counties/davidson/index.md
index 358f07ffb5..2e806af31b 100644
--- a/data/jurisdictions/us/states/tn/counties/davidson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/davidson/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 3571
   hispanic: 99569
   bachelors_plus: 333908
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.4002
+  - to: "us/states/tn/districts/05"
+    rel: in-district
+    area_weight: 0.3771
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.2217
+  - to: "us/states/tn/districts/senate/20"
+    rel: in-district
+    area_weight: 0.5368
+  - to: "us/states/tn/districts/senate/19"
+    rel: in-district
+    area_weight: 0.2267
+  - to: "us/states/tn/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1187
+  - to: "us/states/tn/districts/senate/17"
+    rel: in-district
+    area_weight: 0.1174
+  - to: "us/states/tn/districts/house/50"
+    rel: in-district
+    area_weight: 0.3108
+  - to: "us/states/tn/districts/house/59"
+    rel: in-district
+    area_weight: 0.1504
+  - to: "us/states/tn/districts/house/54"
+    rel: in-district
+    area_weight: 0.1178
+  - to: "us/states/tn/districts/house/52"
+    rel: in-district
+    area_weight: 0.1088
+  - to: "us/states/tn/districts/house/60"
+    rel: in-district
+    area_weight: 0.0888
+  - to: "us/states/tn/districts/house/51"
+    rel: in-district
+    area_weight: 0.0679
+  - to: "us/states/tn/districts/house/53"
+    rel: in-district
+    area_weight: 0.052
+  - to: "us/states/tn/districts/house/58"
+    rel: in-district
+    area_weight: 0.0376
+  - to: "us/states/tn/districts/house/55"
+    rel: in-district
+    area_weight: 0.0347
+  - to: "us/states/tn/districts/house/56"
+    rel: in-district
+    area_weight: 0.0307
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction.
 | Hispanic/Latino | 99569 |
 | Bachelor's or higher | 333908 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 40% (congressional)
+- [TN-05](/us/states/tn/districts/05.md) — 38% (congressional)
+- [TN-06](/us/states/tn/districts/06.md) — 22% (congressional)
+- [TN Senate District 20](/us/states/tn/districts/senate/20.md) — 54% (state senate)
+- [TN Senate District 19](/us/states/tn/districts/senate/19.md) — 23% (state senate)
+- [TN Senate District 21](/us/states/tn/districts/senate/21.md) — 12% (state senate)
+- [TN Senate District 17](/us/states/tn/districts/senate/17.md) — 12% (state senate)
+- [TN House District 50](/us/states/tn/districts/house/50.md) — 31% (state house)
+- [TN House District 59](/us/states/tn/districts/house/59.md) — 15% (state house)
+- [TN House District 54](/us/states/tn/districts/house/54.md) — 12% (state house)
+- [TN House District 52](/us/states/tn/districts/house/52.md) — 11% (state house)
+- [TN House District 60](/us/states/tn/districts/house/60.md) — 9% (state house)
+- [TN House District 51](/us/states/tn/districts/house/51.md) — 7% (state house)
+- [TN House District 53](/us/states/tn/districts/house/53.md) — 5% (state house)
+- [TN House District 58](/us/states/tn/districts/house/58.md) — 4% (state house)
+- [TN House District 55](/us/states/tn/districts/house/55.md) — 3% (state house)
+- [TN House District 56](/us/states/tn/districts/house/56.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/decatur/index.md b/data/jurisdictions/us/states/tn/counties/decatur/index.md
index dbff1a09f3..349b199b43 100644
--- a/data/jurisdictions/us/states/tn/counties/decatur/index.md
+++ b/data/jurisdictions/us/states/tn/counties/decatur/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 429
   bachelors_plus: 1419
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/tn/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/72"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 429 |
 | Bachelor's or higher | 1419 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 25](/us/states/tn/districts/senate/25.md) — 100% (state senate)
+- [TN House District 72](/us/states/tn/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/dekalb/index.md b/data/jurisdictions/us/states/tn/counties/dekalb/index.md
index 4c769ad7c4..bb5af9c50b 100644
--- a/data/jurisdictions/us/states/tn/counties/dekalb/index.md
+++ b/data/jurisdictions/us/states/tn/counties/dekalb/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 58
   hispanic: 1624
   bachelors_plus: 4237
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.9971
+  - to: "us/states/tn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/40"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1624 |
 | Bachelor's or higher | 4237 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 16](/us/states/tn/districts/senate/16.md) — 100% (state senate)
+- [TN House District 40](/us/states/tn/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/dickson/index.md b/data/jurisdictions/us/states/tn/counties/dickson/index.md
index 8d345d3062..a207f9ed30 100644
--- a/data/jurisdictions/us/states/tn/counties/dickson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/dickson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 101
   hispanic: 2835
   bachelors_plus: 11520
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/house/69"
+    rel: in-district
+    area_weight: 0.602
+  - to: "us/states/tn/districts/house/78"
+    rel: in-district
+    area_weight: 0.3979
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2835 |
 | Bachelor's or higher | 11520 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 23](/us/states/tn/districts/senate/23.md) — 100% (state senate)
+- [TN House District 69](/us/states/tn/districts/house/69.md) — 60% (state house)
+- [TN House District 78](/us/states/tn/districts/house/78.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/dyer/index.md b/data/jurisdictions/us/states/tn/counties/dyer/index.md
index f01e009f47..7f9777b5cd 100644
--- a/data/jurisdictions/us/states/tn/counties/dyer/index.md
+++ b/data/jurisdictions/us/states/tn/counties/dyer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 1444
   bachelors_plus: 7145
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tn/districts/house/77"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1444 |
 | Bachelor's or higher | 7145 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 25](/us/states/tn/districts/senate/25.md) — 100% (state senate)
+- [TN House District 77](/us/states/tn/districts/house/77.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/fayette/index.md b/data/jurisdictions/us/states/tn/counties/fayette/index.md
index ea4e7f8b49..c075d5e576 100644
--- a/data/jurisdictions/us/states/tn/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/tn/counties/fayette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 20
   hispanic: 1645
   bachelors_plus: 11481
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/94"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1645 |
 | Bachelor's or higher | 11481 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 26](/us/states/tn/districts/senate/26.md) — 100% (state senate)
+- [TN House District 94](/us/states/tn/districts/house/94.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/fentress/index.md b/data/jurisdictions/us/states/tn/counties/fentress/index.md
index 577197cba1..094f6e9e89 100644
--- a/data/jurisdictions/us/states/tn/counties/fentress/index.md
+++ b/data/jurisdictions/us/states/tn/counties/fentress/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 413
   bachelors_plus: 2862
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/tn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/38"
+    rel: in-district
+    area_weight: 0.5761
+  - to: "us/states/tn/districts/house/41"
+    rel: in-district
+    area_weight: 0.4238
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 413 |
 | Bachelor's or higher | 2862 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 12](/us/states/tn/districts/senate/12.md) — 100% (state senate)
+- [TN House District 38](/us/states/tn/districts/house/38.md) — 58% (state house)
+- [TN House District 41](/us/states/tn/districts/house/41.md) — 42% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/franklin/index.md b/data/jurisdictions/us/states/tn/counties/franklin/index.md
index 7e25578dc4..5c5dece7a3 100644
--- a/data/jurisdictions/us/states/tn/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/tn/counties/franklin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 190
   hispanic: 1678
   bachelors_plus: 10030
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tn/districts/house/39"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1678 |
 | Bachelor's or higher | 10030 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 16](/us/states/tn/districts/senate/16.md) — 100% (state senate)
+- [TN House District 39](/us/states/tn/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/gibson/index.md b/data/jurisdictions/us/states/tn/counties/gibson/index.md
index 1b19571039..42ee486e75 100644
--- a/data/jurisdictions/us/states/tn/counties/gibson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/gibson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 370
   hispanic: 1714
   bachelors_plus: 9767
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/82"
+    rel: in-district
+    area_weight: 0.5009
+  - to: "us/states/tn/districts/house/79"
+    rel: in-district
+    area_weight: 0.4988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1714 |
 | Bachelor's or higher | 9767 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 24](/us/states/tn/districts/senate/24.md) — 100% (state senate)
+- [TN House District 82](/us/states/tn/districts/house/82.md) — 50% (state house)
+- [TN House District 79](/us/states/tn/districts/house/79.md) — 50% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/giles/index.md b/data/jurisdictions/us/states/tn/counties/giles/index.md
index 6c899fda11..7e7aac9644 100644
--- a/data/jurisdictions/us/states/tn/counties/giles/index.md
+++ b/data/jurisdictions/us/states/tn/counties/giles/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 894
   bachelors_plus: 5848
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/tn/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/70"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 894 |
 | Bachelor's or higher | 5848 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 28](/us/states/tn/districts/senate/28.md) — 100% (state senate)
+- [TN House District 70](/us/states/tn/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/grainger/index.md b/data/jurisdictions/us/states/tn/counties/grainger/index.md
index 8aaffa0863..8bce2b283c 100644
--- a/data/jurisdictions/us/states/tn/counties/grainger/index.md
+++ b/data/jurisdictions/us/states/tn/counties/grainger/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 218
   hispanic: 877
   bachelors_plus: 4127
+districts:
+  - to: "us/states/tn/districts/02"
+    rel: in-district
+    area_weight: 0.9885
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.0115
+  - to: "us/states/tn/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/10"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 877 |
 | Bachelor's or higher | 4127 |
 
+## Districts
+
+- [TN-02](/us/states/tn/districts/02.md) — 99% (congressional)
+- [TN-01](/us/states/tn/districts/01.md) — 1% (congressional)
+- [TN Senate District 8](/us/states/tn/districts/senate/8.md) — 100% (state senate)
+- [TN House District 10](/us/states/tn/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/greene/index.md b/data/jurisdictions/us/states/tn/counties/greene/index.md
index d99bd7bb42..631e1a0f03 100644
--- a/data/jurisdictions/us/states/tn/counties/greene/index.md
+++ b/data/jurisdictions/us/states/tn/counties/greene/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 152
   hispanic: 2773
   bachelors_plus: 13394
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tn/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tn/districts/house/5"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2773 |
 | Bachelor's or higher | 13394 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 100% (congressional)
+- [TN Senate District 9](/us/states/tn/districts/senate/9.md) — 100% (state senate)
+- [TN House District 5](/us/states/tn/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/grundy/index.md b/data/jurisdictions/us/states/tn/counties/grundy/index.md
index 7842396ee6..49771272e9 100644
--- a/data/jurisdictions/us/states/tn/counties/grundy/index.md
+++ b/data/jurisdictions/us/states/tn/counties/grundy/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 56
   bachelors_plus: 2029
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/47"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 56 |
 | Bachelor's or higher | 2029 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 16](/us/states/tn/districts/senate/16.md) — 100% (state senate)
+- [TN House District 47](/us/states/tn/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/hamblen/index.md b/data/jurisdictions/us/states/tn/counties/hamblen/index.md
index 99bddc1870..0641ee35c3 100644
--- a/data/jurisdictions/us/states/tn/counties/hamblen/index.md
+++ b/data/jurisdictions/us/states/tn/counties/hamblen/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 273
   hispanic: 9926
   bachelors_plus: 12624
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9925
+  - to: "us/states/tn/districts/02"
+    rel: in-district
+    area_weight: 0.0075
+  - to: "us/states/tn/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tn/districts/house/11"
+    rel: in-district
+    area_weight: 0.5369
+  - to: "us/states/tn/districts/house/10"
+    rel: in-district
+    area_weight: 0.4627
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 9926 |
 | Bachelor's or higher | 12624 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 99% (congressional)
+- [TN-02](/us/states/tn/districts/02.md) — 1% (congressional)
+- [TN Senate District 9](/us/states/tn/districts/senate/9.md) — 100% (state senate)
+- [TN House District 11](/us/states/tn/districts/house/11.md) — 54% (state house)
+- [TN House District 10](/us/states/tn/districts/house/10.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/hamilton/index.md b/data/jurisdictions/us/states/tn/counties/hamilton/index.md
index b138de5ea4..33bf93baa8 100644
--- a/data/jurisdictions/us/states/tn/counties/hamilton/index.md
+++ b/data/jurisdictions/us/states/tn/counties/hamilton/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1084
   hispanic: 30267
   bachelors_plus: 136472
+districts:
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/tn/districts/senate/11"
+    rel: in-district
+    area_weight: 0.7795
+  - to: "us/states/tn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2203
+  - to: "us/states/tn/districts/house/27"
+    rel: in-district
+    area_weight: 0.317
+  - to: "us/states/tn/districts/house/29"
+    rel: in-district
+    area_weight: 0.2611
+  - to: "us/states/tn/districts/house/26"
+    rel: in-district
+    area_weight: 0.2396
+  - to: "us/states/tn/districts/house/30"
+    rel: in-district
+    area_weight: 0.0986
+  - to: "us/states/tn/districts/house/28"
+    rel: in-district
+    area_weight: 0.0834
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 30267 |
 | Bachelor's or higher | 136472 |
 
+## Districts
+
+- [TN-03](/us/states/tn/districts/03.md) — 100% (congressional)
+- [TN Senate District 11](/us/states/tn/districts/senate/11.md) — 78% (state senate)
+- [TN Senate District 10](/us/states/tn/districts/senate/10.md) — 22% (state senate)
+- [TN House District 27](/us/states/tn/districts/house/27.md) — 32% (state house)
+- [TN House District 29](/us/states/tn/districts/house/29.md) — 26% (state house)
+- [TN House District 26](/us/states/tn/districts/house/26.md) — 24% (state house)
+- [TN House District 30](/us/states/tn/districts/house/30.md) — 10% (state house)
+- [TN House District 28](/us/states/tn/districts/house/28.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/hancock/index.md b/data/jurisdictions/us/states/tn/counties/hancock/index.md
index 814c34faf2..6807da96e1 100644
--- a/data/jurisdictions/us/states/tn/counties/hancock/index.md
+++ b/data/jurisdictions/us/states/tn/counties/hancock/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 102
   bachelors_plus: 793
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/tn/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tn/districts/house/9"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 102 |
 | Bachelor's or higher | 793 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 100% (congressional)
+- [TN Senate District 8](/us/states/tn/districts/senate/8.md) — 100% (state senate)
+- [TN House District 9](/us/states/tn/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/hardeman/index.md b/data/jurisdictions/us/states/tn/counties/hardeman/index.md
index e0641a2241..b167f0952b 100644
--- a/data/jurisdictions/us/states/tn/counties/hardeman/index.md
+++ b/data/jurisdictions/us/states/tn/counties/hardeman/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 87
   hispanic: 560
   bachelors_plus: 2920
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/26"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/house/80"
+    rel: in-district
+    area_weight: 0.8718
+  - to: "us/states/tn/districts/house/94"
+    rel: in-district
+    area_weight: 0.1281
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 560 |
 | Bachelor's or higher | 2920 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 26](/us/states/tn/districts/senate/26.md) — 100% (state senate)
+- [TN House District 80](/us/states/tn/districts/house/80.md) — 87% (state house)
+- [TN House District 94](/us/states/tn/districts/house/94.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/hardin/index.md b/data/jurisdictions/us/states/tn/counties/hardin/index.md
index 321dc17ac7..fed29e84ae 100644
--- a/data/jurisdictions/us/states/tn/counties/hardin/index.md
+++ b/data/jurisdictions/us/states/tn/counties/hardin/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 33
   hispanic: 678
   bachelors_plus: 4025
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/tn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/72"
+    rel: in-district
+    area_weight: 0.87
+  - to: "us/states/tn/districts/house/71"
+    rel: in-district
+    area_weight: 0.1297
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 678 |
 | Bachelor's or higher | 4025 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 26](/us/states/tn/districts/senate/26.md) — 100% (state senate)
+- [TN House District 72](/us/states/tn/districts/house/72.md) — 87% (state house)
+- [TN House District 71](/us/states/tn/districts/house/71.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/hawkins/index.md b/data/jurisdictions/us/states/tn/counties/hawkins/index.md
index 7994ac1f2b..90db4903c5 100644
--- a/data/jurisdictions/us/states/tn/counties/hawkins/index.md
+++ b/data/jurisdictions/us/states/tn/counties/hawkins/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 36
   hispanic: 1181
   bachelors_plus: 9344
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tn/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/9"
+    rel: in-district
+    area_weight: 0.8087
+  - to: "us/states/tn/districts/house/3"
+    rel: in-district
+    area_weight: 0.191
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1181 |
 | Bachelor's or higher | 9344 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 100% (congressional)
+- [TN Senate District 4](/us/states/tn/districts/senate/4.md) — 100% (state senate)
+- [TN House District 9](/us/states/tn/districts/house/9.md) — 81% (state house)
+- [TN House District 3](/us/states/tn/districts/house/3.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/haywood/index.md b/data/jurisdictions/us/states/tn/counties/haywood/index.md
index 1be2dfe5b4..dc1377db92 100644
--- a/data/jurisdictions/us/states/tn/counties/haywood/index.md
+++ b/data/jurisdictions/us/states/tn/counties/haywood/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 23
   hispanic: 844
   bachelors_plus: 2303
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tn/districts/house/81"
+    rel: in-district
+    area_weight: 0.7152
+  - to: "us/states/tn/districts/house/80"
+    rel: in-district
+    area_weight: 0.2845
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 844 |
 | Bachelor's or higher | 2303 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 26](/us/states/tn/districts/senate/26.md) — 100% (state senate)
+- [TN House District 81](/us/states/tn/districts/house/81.md) — 72% (state house)
+- [TN House District 80](/us/states/tn/districts/house/80.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/henderson/index.md b/data/jurisdictions/us/states/tn/counties/henderson/index.md
index 8b5e01c063..0d844220c9 100644
--- a/data/jurisdictions/us/states/tn/counties/henderson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/henderson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 37
   hispanic: 835
   bachelors_plus: 4150
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.9962
+  - to: "us/states/tn/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/79"
+    rel: in-district
+    area_weight: 0.5945
+  - to: "us/states/tn/districts/house/72"
+    rel: in-district
+    area_weight: 0.4054
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 835 |
 | Bachelor's or higher | 4150 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 25](/us/states/tn/districts/senate/25.md) — 100% (state senate)
+- [TN House District 79](/us/states/tn/districts/house/79.md) — 59% (state house)
+- [TN House District 72](/us/states/tn/districts/house/72.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/henry/index.md b/data/jurisdictions/us/states/tn/counties/henry/index.md
index 2faaa43725..1b48292270 100644
--- a/data/jurisdictions/us/states/tn/counties/henry/index.md
+++ b/data/jurisdictions/us/states/tn/counties/henry/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 129
   hispanic: 977
   bachelors_plus: 6024
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/tn/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tn/districts/house/76"
+    rel: in-district
+    area_weight: 0.7897
+  - to: "us/states/tn/districts/house/74"
+    rel: in-district
+    area_weight: 0.2099
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 977 |
 | Bachelor's or higher | 6024 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 24](/us/states/tn/districts/senate/24.md) — 100% (state senate)
+- [TN House District 76](/us/states/tn/districts/house/76.md) — 79% (state house)
+- [TN House District 74](/us/states/tn/districts/house/74.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/hickman/index.md b/data/jurisdictions/us/states/tn/counties/hickman/index.md
index 262b56016d..86d5506611 100644
--- a/data/jurisdictions/us/states/tn/counties/hickman/index.md
+++ b/data/jurisdictions/us/states/tn/counties/hickman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 104
   hispanic: 858
   bachelors_plus: 3370
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/tn/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/69"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 858 |
 | Bachelor's or higher | 3370 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 23](/us/states/tn/districts/senate/23.md) — 100% (state senate)
+- [TN House District 69](/us/states/tn/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/houston/index.md b/data/jurisdictions/us/states/tn/counties/houston/index.md
index fd08a2795b..0274a858b9 100644
--- a/data/jurisdictions/us/states/tn/counties/houston/index.md
+++ b/data/jurisdictions/us/states/tn/counties/houston/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 269
   bachelors_plus: 1057
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tn/districts/house/74"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 269 |
 | Bachelor's or higher | 1057 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 24](/us/states/tn/districts/senate/24.md) — 100% (state senate)
+- [TN House District 74](/us/states/tn/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/humphreys/index.md b/data/jurisdictions/us/states/tn/counties/humphreys/index.md
index 2b2f51d82b..43c1c86c40 100644
--- a/data/jurisdictions/us/states/tn/counties/humphreys/index.md
+++ b/data/jurisdictions/us/states/tn/counties/humphreys/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 561
   bachelors_plus: 2789
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/74"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 561 |
 | Bachelor's or higher | 2789 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 23](/us/states/tn/districts/senate/23.md) — 100% (state senate)
+- [TN House District 74](/us/states/tn/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/jackson/index.md b/data/jurisdictions/us/states/tn/counties/jackson/index.md
index 3d5e5869b5..8f531a2da2 100644
--- a/data/jurisdictions/us/states/tn/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/jackson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 342
   bachelors_plus: 1729
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/40"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 342 |
 | Bachelor's or higher | 1729 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 15](/us/states/tn/districts/senate/15.md) — 100% (state senate)
+- [TN House District 40](/us/states/tn/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/jefferson/index.md b/data/jurisdictions/us/states/tn/counties/jefferson/index.md
index 763d9d9a10..498a779a27 100644
--- a/data/jurisdictions/us/states/tn/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/jefferson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 36
   hispanic: 2648
   bachelors_plus: 11781
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9685
+  - to: "us/states/tn/districts/02"
+    rel: in-district
+    area_weight: 0.0315
+  - to: "us/states/tn/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tn/districts/house/17"
+    rel: in-district
+    area_weight: 0.6443
+  - to: "us/states/tn/districts/house/11"
+    rel: in-district
+    area_weight: 0.3554
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2648 |
 | Bachelor's or higher | 11781 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 97% (congressional)
+- [TN-02](/us/states/tn/districts/02.md) — 3% (congressional)
+- [TN Senate District 8](/us/states/tn/districts/senate/8.md) — 100% (state senate)
+- [TN House District 17](/us/states/tn/districts/house/17.md) — 64% (state house)
+- [TN House District 11](/us/states/tn/districts/house/11.md) — 36% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/johnson/index.md b/data/jurisdictions/us/states/tn/counties/johnson/index.md
index 773231809b..5fa4e1e458 100644
--- a/data/jurisdictions/us/states/tn/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/johnson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 115
   hispanic: 591
   bachelors_plus: 3155
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/tn/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/tn/districts/house/3"
+    rel: in-district
+    area_weight: 0.9988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 591 |
 | Bachelor's or higher | 3155 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 100% (congressional)
+- [TN Senate District 3](/us/states/tn/districts/senate/3.md) — 100% (state senate)
+- [TN House District 3](/us/states/tn/districts/house/3.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/knox/index.md b/data/jurisdictions/us/states/tn/counties/knox/index.md
index 19f7f59c45..a09b6c9eb9 100644
--- a/data/jurisdictions/us/states/tn/counties/knox/index.md
+++ b/data/jurisdictions/us/states/tn/counties/knox/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 747
   hispanic: 31276
   bachelors_plus: 189644
+districts:
+  - to: "us/states/tn/districts/02"
+    rel: in-district
+    area_weight: 0.9956
+  - to: "us/states/tn/districts/senate/6"
+    rel: in-district
+    area_weight: 0.6261
+  - to: "us/states/tn/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2587
+  - to: "us/states/tn/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1149
+  - to: "us/states/tn/districts/house/19"
+    rel: in-district
+    area_weight: 0.4187
+  - to: "us/states/tn/districts/house/89"
+    rel: in-district
+    area_weight: 0.1275
+  - to: "us/states/tn/districts/house/18"
+    rel: in-district
+    area_weight: 0.1272
+  - to: "us/states/tn/districts/house/16"
+    rel: in-district
+    area_weight: 0.1107
+  - to: "us/states/tn/districts/house/14"
+    rel: in-district
+    area_weight: 0.1048
+  - to: "us/states/tn/districts/house/15"
+    rel: in-district
+    area_weight: 0.0578
+  - to: "us/states/tn/districts/house/90"
+    rel: in-district
+    area_weight: 0.0529
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 31276 |
 | Bachelor's or higher | 189644 |
 
+## Districts
+
+- [TN-02](/us/states/tn/districts/02.md) — 100% (congressional)
+- [TN Senate District 6](/us/states/tn/districts/senate/6.md) — 63% (state senate)
+- [TN Senate District 7](/us/states/tn/districts/senate/7.md) — 26% (state senate)
+- [TN Senate District 5](/us/states/tn/districts/senate/5.md) — 11% (state senate)
+- [TN House District 19](/us/states/tn/districts/house/19.md) — 42% (state house)
+- [TN House District 89](/us/states/tn/districts/house/89.md) — 13% (state house)
+- [TN House District 18](/us/states/tn/districts/house/18.md) — 13% (state house)
+- [TN House District 16](/us/states/tn/districts/house/16.md) — 11% (state house)
+- [TN House District 14](/us/states/tn/districts/house/14.md) — 10% (state house)
+- [TN House District 15](/us/states/tn/districts/house/15.md) — 6% (state house)
+- [TN House District 90](/us/states/tn/districts/house/90.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/lake/index.md b/data/jurisdictions/us/states/tn/counties/lake/index.md
index 5f5ad4fad9..00a971739e 100644
--- a/data/jurisdictions/us/states/tn/counties/lake/index.md
+++ b/data/jurisdictions/us/states/tn/counties/lake/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 58
   hispanic: 206
   bachelors_plus: 717
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/tn/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/tn/districts/house/77"
+    rel: in-district
+    area_weight: 0.9985
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 206 |
 | Bachelor's or higher | 717 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 25](/us/states/tn/districts/senate/25.md) — 100% (state senate)
+- [TN House District 77](/us/states/tn/districts/house/77.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/lauderdale/index.md b/data/jurisdictions/us/states/tn/counties/lauderdale/index.md
index 833af7f5ce..0f72498b61 100644
--- a/data/jurisdictions/us/states/tn/counties/lauderdale/index.md
+++ b/data/jurisdictions/us/states/tn/counties/lauderdale/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 48
   hispanic: 685
   bachelors_plus: 2688
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.996
+  - to: "us/states/tn/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tn/districts/house/82"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 685 |
 | Bachelor's or higher | 2688 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 32](/us/states/tn/districts/senate/32.md) — 100% (state senate)
+- [TN House District 82](/us/states/tn/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/lawrence/index.md b/data/jurisdictions/us/states/tn/counties/lawrence/index.md
index c9f9dd2e7b..fdb218635c 100644
--- a/data/jurisdictions/us/states/tn/counties/lawrence/index.md
+++ b/data/jurisdictions/us/states/tn/counties/lawrence/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 6
   hispanic: 1272
   bachelors_plus: 6444
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9962
+  - to: "us/states/tn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/70"
+    rel: in-district
+    area_weight: 0.6229
+  - to: "us/states/tn/districts/house/71"
+    rel: in-district
+    area_weight: 0.3769
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1272 |
 | Bachelor's or higher | 6444 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 26](/us/states/tn/districts/senate/26.md) — 100% (state senate)
+- [TN House District 70](/us/states/tn/districts/house/70.md) — 62% (state house)
+- [TN House District 71](/us/states/tn/districts/house/71.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/lewis/index.md b/data/jurisdictions/us/states/tn/counties/lewis/index.md
index 73bbe8bcf3..fee747b03a 100644
--- a/data/jurisdictions/us/states/tn/counties/lewis/index.md
+++ b/data/jurisdictions/us/states/tn/counties/lewis/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 410
   bachelors_plus: 1178
+districts:
+  - to: "us/states/tn/districts/05"
+    rel: in-district
+    area_weight: 0.995
+  - to: "us/states/tn/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tn/districts/house/69"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 410 |
 | Bachelor's or higher | 1178 |
 
+## Districts
+
+- [TN-05](/us/states/tn/districts/05.md) — 100% (congressional)
+- [TN Senate District 28](/us/states/tn/districts/senate/28.md) — 100% (state senate)
+- [TN House District 69](/us/states/tn/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/lincoln/index.md b/data/jurisdictions/us/states/tn/counties/lincoln/index.md
index 223b50dfc1..0ea3beaf95 100644
--- a/data/jurisdictions/us/states/tn/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/tn/counties/lincoln/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 88
   hispanic: 1482
   bachelors_plus: 7091
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/tn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/70"
+    rel: in-district
+    area_weight: 0.5096
+  - to: "us/states/tn/districts/house/62"
+    rel: in-district
+    area_weight: 0.4902
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1482 |
 | Bachelor's or higher | 7091 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 16](/us/states/tn/districts/senate/16.md) — 100% (state senate)
+- [TN House District 70](/us/states/tn/districts/house/70.md) — 51% (state house)
+- [TN House District 62](/us/states/tn/districts/house/62.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/loudon/index.md b/data/jurisdictions/us/states/tn/counties/loudon/index.md
index d8872fb254..a5dfcd060b 100644
--- a/data/jurisdictions/us/states/tn/counties/loudon/index.md
+++ b/data/jurisdictions/us/states/tn/counties/loudon/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 59
   hispanic: 6095
   bachelors_plus: 17829
+districts:
+  - to: "us/states/tn/districts/02"
+    rel: in-district
+    area_weight: 0.9809
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.0191
+  - to: "us/states/tn/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tn/districts/house/21"
+    rel: in-district
+    area_weight: 0.8046
+  - to: "us/states/tn/districts/house/32"
+    rel: in-district
+    area_weight: 0.1953
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 6095 |
 | Bachelor's or higher | 17829 |
 
+## Districts
+
+- [TN-02](/us/states/tn/districts/02.md) — 98% (congressional)
+- [TN-03](/us/states/tn/districts/03.md) — 2% (congressional)
+- [TN Senate District 5](/us/states/tn/districts/senate/5.md) — 100% (state senate)
+- [TN House District 21](/us/states/tn/districts/house/21.md) — 80% (state house)
+- [TN House District 32](/us/states/tn/districts/house/32.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/macon/index.md b/data/jurisdictions/us/states/tn/counties/macon/index.md
index 202098c575..970bf5d2f2 100644
--- a/data/jurisdictions/us/states/tn/counties/macon/index.md
+++ b/data/jurisdictions/us/states/tn/counties/macon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 1837
   bachelors_plus: 2830
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tn/districts/house/38"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1837 |
 | Bachelor's or higher | 2830 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 12](/us/states/tn/districts/senate/12.md) — 100% (state senate)
+- [TN House District 38](/us/states/tn/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/madison/index.md b/data/jurisdictions/us/states/tn/counties/madison/index.md
index 1776426561..a6f4f50dca 100644
--- a/data/jurisdictions/us/states/tn/counties/madison/index.md
+++ b/data/jurisdictions/us/states/tn/counties/madison/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 219
   hispanic: 5190
   bachelors_plus: 25091
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/73"
+    rel: in-district
+    area_weight: 0.7175
+  - to: "us/states/tn/districts/house/80"
+    rel: in-district
+    area_weight: 0.2823
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5190 |
 | Bachelor's or higher | 25091 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 25](/us/states/tn/districts/senate/25.md) — 100% (state senate)
+- [TN House District 73](/us/states/tn/districts/house/73.md) — 72% (state house)
+- [TN House District 80](/us/states/tn/districts/house/80.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/marion/index.md b/data/jurisdictions/us/states/tn/counties/marion/index.md
index 0ca36a412f..ce7809c8ca 100644
--- a/data/jurisdictions/us/states/tn/counties/marion/index.md
+++ b/data/jurisdictions/us/states/tn/counties/marion/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 45
   hispanic: 728
   bachelors_plus: 4937
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/tn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9925
+  - to: "us/states/tn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0074
+  - to: "us/states/tn/districts/house/39"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 728 |
 | Bachelor's or higher | 4937 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 10](/us/states/tn/districts/senate/10.md) — 99% (state senate)
+- [TN Senate District 16](/us/states/tn/districts/senate/16.md) — 1% (state senate)
+- [TN House District 39](/us/states/tn/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/marshall/index.md b/data/jurisdictions/us/states/tn/counties/marshall/index.md
index d4a0bf1106..ee4033b070 100644
--- a/data/jurisdictions/us/states/tn/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/tn/counties/marshall/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 30
   hispanic: 2542
   bachelors_plus: 7265
+districts:
+  - to: "us/states/tn/districts/05"
+    rel: in-district
+    area_weight: 0.9934
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.0066
+  - to: "us/states/tn/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/92"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2542 |
 | Bachelor's or higher | 7265 |
 
+## Districts
+
+- [TN-05](/us/states/tn/districts/05.md) — 99% (congressional)
+- [TN-04](/us/states/tn/districts/04.md) — 1% (congressional)
+- [TN Senate District 28](/us/states/tn/districts/senate/28.md) — 100% (state senate)
+- [TN House District 92](/us/states/tn/districts/house/92.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/maury/index.md b/data/jurisdictions/us/states/tn/counties/maury/index.md
index 102eba96fe..9cbcbde2ec 100644
--- a/data/jurisdictions/us/states/tn/counties/maury/index.md
+++ b/data/jurisdictions/us/states/tn/counties/maury/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 368
   hispanic: 8722
   bachelors_plus: 27476
+districts:
+  - to: "us/states/tn/districts/05"
+    rel: in-district
+    area_weight: 0.9971
+  - to: "us/states/tn/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/71"
+    rel: in-district
+    area_weight: 0.5729
+  - to: "us/states/tn/districts/house/64"
+    rel: in-district
+    area_weight: 0.4268
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8722 |
 | Bachelor's or higher | 27476 |
 
+## Districts
+
+- [TN-05](/us/states/tn/districts/05.md) — 100% (congressional)
+- [TN Senate District 28](/us/states/tn/districts/senate/28.md) — 100% (state senate)
+- [TN House District 71](/us/states/tn/districts/house/71.md) — 57% (state house)
+- [TN House District 64](/us/states/tn/districts/house/64.md) — 43% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/mcminn/index.md b/data/jurisdictions/us/states/tn/counties/mcminn/index.md
index 5ec8e57a84..e311265bc0 100644
--- a/data/jurisdictions/us/states/tn/counties/mcminn/index.md
+++ b/data/jurisdictions/us/states/tn/counties/mcminn/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 2506
   bachelors_plus: 9717
+districts:
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/tn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/23"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2506 |
 | Bachelor's or higher | 9717 |
 
+## Districts
+
+- [TN-03](/us/states/tn/districts/03.md) — 100% (congressional)
+- [TN Senate District 1](/us/states/tn/districts/senate/1.md) — 100% (state senate)
+- [TN House District 23](/us/states/tn/districts/house/23.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/mcnairy/index.md b/data/jurisdictions/us/states/tn/counties/mcnairy/index.md
index 0cef80897e..9483b29050 100644
--- a/data/jurisdictions/us/states/tn/counties/mcnairy/index.md
+++ b/data/jurisdictions/us/states/tn/counties/mcnairy/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 57
   hispanic: 561
   bachelors_plus: 3183
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/94"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 561 |
 | Bachelor's or higher | 3183 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 26](/us/states/tn/districts/senate/26.md) — 100% (state senate)
+- [TN House District 94](/us/states/tn/districts/house/94.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/meigs/index.md b/data/jurisdictions/us/states/tn/counties/meigs/index.md
index ef8f92f45d..c52730b747 100644
--- a/data/jurisdictions/us/states/tn/counties/meigs/index.md
+++ b/data/jurisdictions/us/states/tn/counties/meigs/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 17
   hispanic: 249
   bachelors_plus: 1759
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9846
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.0154
+  - to: "us/states/tn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/22"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 249 |
 | Bachelor's or higher | 1759 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 98% (congressional)
+- [TN-03](/us/states/tn/districts/03.md) — 2% (congressional)
+- [TN Senate District 1](/us/states/tn/districts/senate/1.md) — 100% (state senate)
+- [TN House District 22](/us/states/tn/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/monroe/index.md b/data/jurisdictions/us/states/tn/counties/monroe/index.md
index 94ba798fee..c95cb84706 100644
--- a/data/jurisdictions/us/states/tn/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/tn/counties/monroe/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 140
   hispanic: 2220
   bachelors_plus: 7953
+districts:
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.996
+  - to: "us/states/tn/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tn/districts/house/23"
+    rel: in-district
+    area_weight: 0.6778
+  - to: "us/states/tn/districts/house/21"
+    rel: in-district
+    area_weight: 0.3216
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2220 |
 | Bachelor's or higher | 7953 |
 
+## Districts
+
+- [TN-03](/us/states/tn/districts/03.md) — 100% (congressional)
+- [TN Senate District 2](/us/states/tn/districts/senate/2.md) — 100% (state senate)
+- [TN House District 23](/us/states/tn/districts/house/23.md) — 68% (state house)
+- [TN House District 21](/us/states/tn/districts/house/21.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/montgomery/index.md b/data/jurisdictions/us/states/tn/counties/montgomery/index.md
index 82f315c4b4..3f7e6e9e02 100644
--- a/data/jurisdictions/us/states/tn/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/tn/counties/montgomery/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 743
   hispanic: 26629
   bachelors_plus: 63230
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9666
+  - to: "us/states/tn/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0329
+  - to: "us/states/tn/districts/house/68"
+    rel: in-district
+    area_weight: 0.4919
+  - to: "us/states/tn/districts/house/75"
+    rel: in-district
+    area_weight: 0.4315
+  - to: "us/states/tn/districts/house/67"
+    rel: in-district
+    area_weight: 0.0761
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 26629 |
 | Bachelor's or higher | 63230 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 22](/us/states/tn/districts/senate/22.md) — 97% (state senate)
+- [TN Senate District 23](/us/states/tn/districts/senate/23.md) — 3% (state senate)
+- [TN House District 68](/us/states/tn/districts/house/68.md) — 49% (state house)
+- [TN House District 75](/us/states/tn/districts/house/75.md) — 43% (state house)
+- [TN House District 67](/us/states/tn/districts/house/67.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/moore/index.md b/data/jurisdictions/us/states/tn/counties/moore/index.md
index 06fd2fad58..b3bea85a13 100644
--- a/data/jurisdictions/us/states/tn/counties/moore/index.md
+++ b/data/jurisdictions/us/states/tn/counties/moore/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 140
   bachelors_plus: 1658
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tn/districts/house/62"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 140 |
 | Bachelor's or higher | 1658 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 14](/us/states/tn/districts/senate/14.md) — 100% (state senate)
+- [TN House District 62](/us/states/tn/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/morgan/index.md b/data/jurisdictions/us/states/tn/counties/morgan/index.md
index 5b1805de75..81c8fa85c1 100644
--- a/data/jurisdictions/us/states/tn/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/tn/counties/morgan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 33
   hispanic: 416
   bachelors_plus: 2926
+districts:
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.9963
+  - to: "us/states/tn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/41"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 416 |
 | Bachelor's or higher | 2926 |
 
+## Districts
+
+- [TN-03](/us/states/tn/districts/03.md) — 100% (congressional)
+- [TN Senate District 12](/us/states/tn/districts/senate/12.md) — 100% (state senate)
+- [TN House District 41](/us/states/tn/districts/house/41.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/obion/index.md b/data/jurisdictions/us/states/tn/counties/obion/index.md
index a6ac847902..2cbe08708a 100644
--- a/data/jurisdictions/us/states/tn/counties/obion/index.md
+++ b/data/jurisdictions/us/states/tn/counties/obion/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 29
   hispanic: 1686
   bachelors_plus: 5436
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/77"
+    rel: in-district
+    area_weight: 0.7019
+  - to: "us/states/tn/districts/house/82"
+    rel: in-district
+    area_weight: 0.2977
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1686 |
 | Bachelor's or higher | 5436 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 24](/us/states/tn/districts/senate/24.md) — 100% (state senate)
+- [TN House District 77](/us/states/tn/districts/house/77.md) — 70% (state house)
+- [TN House District 82](/us/states/tn/districts/house/82.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/overton/index.md b/data/jurisdictions/us/states/tn/counties/overton/index.md
index d39922e0f7..e5a0411227 100644
--- a/data/jurisdictions/us/states/tn/counties/overton/index.md
+++ b/data/jurisdictions/us/states/tn/counties/overton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 28
   hispanic: 512
   bachelors_plus: 3233
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/41"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 512 |
 | Bachelor's or higher | 3233 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 12](/us/states/tn/districts/senate/12.md) — 100% (state senate)
+- [TN House District 41](/us/states/tn/districts/house/41.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/perry/index.md b/data/jurisdictions/us/states/tn/counties/perry/index.md
index b46acd1701..d8694c404e 100644
--- a/data/jurisdictions/us/states/tn/counties/perry/index.md
+++ b/data/jurisdictions/us/states/tn/counties/perry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 107
   hispanic: 120
   bachelors_plus: 1144
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tn/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/72"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 120 |
 | Bachelor's or higher | 1144 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 25](/us/states/tn/districts/senate/25.md) — 100% (state senate)
+- [TN House District 72](/us/states/tn/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/pickett/index.md b/data/jurisdictions/us/states/tn/counties/pickett/index.md
index 2b444da851..0fa5681bf7 100644
--- a/data/jurisdictions/us/states/tn/counties/pickett/index.md
+++ b/data/jurisdictions/us/states/tn/counties/pickett/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 106
   bachelors_plus: 993
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tn/districts/house/38"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 106 |
 | Bachelor's or higher | 993 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 12](/us/states/tn/districts/senate/12.md) — 100% (state senate)
+- [TN House District 38](/us/states/tn/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/polk/index.md b/data/jurisdictions/us/states/tn/counties/polk/index.md
index 30754b50a5..af8f2f99c9 100644
--- a/data/jurisdictions/us/states/tn/counties/polk/index.md
+++ b/data/jurisdictions/us/states/tn/counties/polk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 388
   bachelors_plus: 3141
+districts:
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/22"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 388 |
 | Bachelor's or higher | 3141 |
 
+## Districts
+
+- [TN-03](/us/states/tn/districts/03.md) — 100% (congressional)
+- [TN Senate District 2](/us/states/tn/districts/senate/2.md) — 100% (state senate)
+- [TN House District 22](/us/states/tn/districts/house/22.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/putnam/index.md b/data/jurisdictions/us/states/tn/counties/putnam/index.md
index 67fc415438..d21a7255a1 100644
--- a/data/jurisdictions/us/states/tn/counties/putnam/index.md
+++ b/data/jurisdictions/us/states/tn/counties/putnam/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 213
   hispanic: 6928
   bachelors_plus: 22031
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/42"
+    rel: in-district
+    area_weight: 0.6689
+  - to: "us/states/tn/districts/house/25"
+    rel: in-district
+    area_weight: 0.3305
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 6928 |
 | Bachelor's or higher | 22031 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 15](/us/states/tn/districts/senate/15.md) — 100% (state senate)
+- [TN House District 42](/us/states/tn/districts/house/42.md) — 67% (state house)
+- [TN House District 25](/us/states/tn/districts/house/25.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/rhea/index.md b/data/jurisdictions/us/states/tn/counties/rhea/index.md
index 593d699494..86af7f08da 100644
--- a/data/jurisdictions/us/states/tn/counties/rhea/index.md
+++ b/data/jurisdictions/us/states/tn/counties/rhea/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 2142
   bachelors_plus: 5806
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/tn/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/31"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2142 |
 | Bachelor's or higher | 5806 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 1](/us/states/tn/districts/senate/1.md) — 100% (state senate)
+- [TN House District 31](/us/states/tn/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/roane/index.md b/data/jurisdictions/us/states/tn/counties/roane/index.md
index 0226ad6532..74806406af 100644
--- a/data/jurisdictions/us/states/tn/counties/roane/index.md
+++ b/data/jurisdictions/us/states/tn/counties/roane/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 153
   hispanic: 1357
   bachelors_plus: 12811
+districts:
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.9917
+  - to: "us/states/tn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/32"
+    rel: in-district
+    area_weight: 0.9551
+  - to: "us/states/tn/districts/house/41"
+    rel: in-district
+    area_weight: 0.0447
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1357 |
 | Bachelor's or higher | 12811 |
 
+## Districts
+
+- [TN-03](/us/states/tn/districts/03.md) — 99% (congressional)
+- [TN Senate District 12](/us/states/tn/districts/senate/12.md) — 100% (state senate)
+- [TN House District 32](/us/states/tn/districts/house/32.md) — 96% (state house)
+- [TN House District 41](/us/states/tn/districts/house/41.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/robertson/index.md b/data/jurisdictions/us/states/tn/counties/robertson/index.md
index ab7a94e8b1..6545669f0f 100644
--- a/data/jurisdictions/us/states/tn/counties/robertson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/robertson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 185
   hispanic: 7559
   bachelors_plus: 15356
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/tn/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tn/districts/house/66"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7559 |
 | Bachelor's or higher | 15356 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 23](/us/states/tn/districts/senate/23.md) — 100% (state senate)
+- [TN House District 66](/us/states/tn/districts/house/66.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/rutherford/index.md b/data/jurisdictions/us/states/tn/counties/rutherford/index.md
index 8a8b9e96dd..de6a7938d8 100644
--- a/data/jurisdictions/us/states/tn/counties/rutherford/index.md
+++ b/data/jurisdictions/us/states/tn/counties/rutherford/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 667
   hispanic: 43964
   bachelors_plus: 109128
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.992
+  - to: "us/states/tn/districts/05"
+    rel: in-district
+    area_weight: 0.007
+  - to: "us/states/tn/districts/senate/13"
+    rel: in-district
+    area_weight: 0.568
+  - to: "us/states/tn/districts/senate/14"
+    rel: in-district
+    area_weight: 0.4318
+  - to: "us/states/tn/districts/house/48"
+    rel: in-district
+    area_weight: 0.4243
+  - to: "us/states/tn/districts/house/13"
+    rel: in-district
+    area_weight: 0.1948
+  - to: "us/states/tn/districts/house/34"
+    rel: in-district
+    area_weight: 0.162
+  - to: "us/states/tn/districts/house/37"
+    rel: in-district
+    area_weight: 0.1271
+  - to: "us/states/tn/districts/house/49"
+    rel: in-district
+    area_weight: 0.0914
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 43964 |
 | Bachelor's or higher | 109128 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 99% (congressional)
+- [TN-05](/us/states/tn/districts/05.md) — 1% (congressional)
+- [TN Senate District 13](/us/states/tn/districts/senate/13.md) — 57% (state senate)
+- [TN Senate District 14](/us/states/tn/districts/senate/14.md) — 43% (state senate)
+- [TN House District 48](/us/states/tn/districts/house/48.md) — 42% (state house)
+- [TN House District 13](/us/states/tn/districts/house/13.md) — 19% (state house)
+- [TN House District 34](/us/states/tn/districts/house/34.md) — 16% (state house)
+- [TN House District 37](/us/states/tn/districts/house/37.md) — 13% (state house)
+- [TN House District 49](/us/states/tn/districts/house/49.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/scott/index.md b/data/jurisdictions/us/states/tn/counties/scott/index.md
index 94b3506f56..24131208a4 100644
--- a/data/jurisdictions/us/states/tn/counties/scott/index.md
+++ b/data/jurisdictions/us/states/tn/counties/scott/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 42
   hispanic: 47
   bachelors_plus: 2851
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.59
+  - to: "us/states/tn/districts/03"
+    rel: in-district
+    area_weight: 0.4087
+  - to: "us/states/tn/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/38"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 47 |
 | Bachelor's or higher | 2851 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 59% (congressional)
+- [TN-03](/us/states/tn/districts/03.md) — 41% (congressional)
+- [TN Senate District 12](/us/states/tn/districts/senate/12.md) — 100% (state senate)
+- [TN House District 38](/us/states/tn/districts/house/38.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/sequatchie/index.md b/data/jurisdictions/us/states/tn/counties/sequatchie/index.md
index 62de80b39d..fb3babbe8c 100644
--- a/data/jurisdictions/us/states/tn/counties/sequatchie/index.md
+++ b/data/jurisdictions/us/states/tn/counties/sequatchie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 831
   bachelors_plus: 3501
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/tn/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/31"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 831 |
 | Bachelor's or higher | 3501 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 100% (congressional)
+- [TN Senate District 10](/us/states/tn/districts/senate/10.md) — 100% (state senate)
+- [TN House District 31](/us/states/tn/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/sevier/index.md b/data/jurisdictions/us/states/tn/counties/sevier/index.md
index 4b7f2691e4..65ad8a1ebb 100644
--- a/data/jurisdictions/us/states/tn/counties/sevier/index.md
+++ b/data/jurisdictions/us/states/tn/counties/sevier/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 161
   hispanic: 9577
   bachelors_plus: 20978
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/tn/districts/senate/9"
+    rel: in-district
+    area_weight: 0.583
+  - to: "us/states/tn/districts/senate/8"
+    rel: in-district
+    area_weight: 0.4163
+  - to: "us/states/tn/districts/house/12"
+    rel: in-district
+    area_weight: 0.738
+  - to: "us/states/tn/districts/house/17"
+    rel: in-district
+    area_weight: 0.2613
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 9577 |
 | Bachelor's or higher | 20978 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 100% (congressional)
+- [TN Senate District 9](/us/states/tn/districts/senate/9.md) — 58% (state senate)
+- [TN Senate District 8](/us/states/tn/districts/senate/8.md) — 42% (state senate)
+- [TN House District 12](/us/states/tn/districts/house/12.md) — 74% (state house)
+- [TN House District 17](/us/states/tn/districts/house/17.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/shelby/index.md b/data/jurisdictions/us/states/tn/counties/shelby/index.md
index 1b6e489513..a1946126a8 100644
--- a/data/jurisdictions/us/states/tn/counties/shelby/index.md
+++ b/data/jurisdictions/us/states/tn/counties/shelby/index.md
@@ -22,9 +22,72 @@ demographics:
   race_native: 3475
   hispanic: 81334
   bachelors_plus: 292293
+districts:
+  - to: "us/states/tn/districts/09"
+    rel: in-district
+    area_weight: 0.6959
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.3022
+  - to: "us/states/tn/districts/senate/29"
+    rel: in-district
+    area_weight: 0.3966
+  - to: "us/states/tn/districts/senate/31"
+    rel: in-district
+    area_weight: 0.2158
+  - to: "us/states/tn/districts/senate/32"
+    rel: in-district
+    area_weight: 0.171
+  - to: "us/states/tn/districts/senate/33"
+    rel: in-district
+    area_weight: 0.1142
+  - to: "us/states/tn/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1006
+  - to: "us/states/tn/districts/house/86"
+    rel: in-district
+    area_weight: 0.2899
+  - to: "us/states/tn/districts/house/99"
+    rel: in-district
+    area_weight: 0.2111
+  - to: "us/states/tn/districts/house/95"
+    rel: in-district
+    area_weight: 0.1056
+  - to: "us/states/tn/districts/house/85"
+    rel: in-district
+    area_weight: 0.0492
+  - to: "us/states/tn/districts/house/88"
+    rel: in-district
+    area_weight: 0.0452
+  - to: "us/states/tn/districts/house/97"
+    rel: in-district
+    area_weight: 0.0445
+  - to: "us/states/tn/districts/house/83"
+    rel: in-district
+    area_weight: 0.0441
+  - to: "us/states/tn/districts/house/84"
+    rel: in-district
+    area_weight: 0.0413
+  - to: "us/states/tn/districts/house/96"
+    rel: in-district
+    area_weight: 0.0399
+  - to: "us/states/tn/districts/house/98"
+    rel: in-district
+    area_weight: 0.0352
+  - to: "us/states/tn/districts/house/91"
+    rel: in-district
+    area_weight: 0.035
+  - to: "us/states/tn/districts/house/87"
+    rel: in-district
+    area_weight: 0.0305
+  - to: "us/states/tn/districts/house/93"
+    rel: in-district
+    area_weight: 0.0265
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +119,30 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 81334 |
 | Bachelor's or higher | 292293 |
 
+## Districts
+
+- [TN-09](/us/states/tn/districts/09.md) — 70% (congressional)
+- [TN-08](/us/states/tn/districts/08.md) — 30% (congressional)
+- [TN Senate District 29](/us/states/tn/districts/senate/29.md) — 40% (state senate)
+- [TN Senate District 31](/us/states/tn/districts/senate/31.md) — 22% (state senate)
+- [TN Senate District 32](/us/states/tn/districts/senate/32.md) — 17% (state senate)
+- [TN Senate District 33](/us/states/tn/districts/senate/33.md) — 11% (state senate)
+- [TN Senate District 30](/us/states/tn/districts/senate/30.md) — 10% (state senate)
+- [TN House District 86](/us/states/tn/districts/house/86.md) — 29% (state house)
+- [TN House District 99](/us/states/tn/districts/house/99.md) — 21% (state house)
+- [TN House District 95](/us/states/tn/districts/house/95.md) — 11% (state house)
+- [TN House District 85](/us/states/tn/districts/house/85.md) — 5% (state house)
+- [TN House District 88](/us/states/tn/districts/house/88.md) — 5% (state house)
+- [TN House District 97](/us/states/tn/districts/house/97.md) — 4% (state house)
+- [TN House District 83](/us/states/tn/districts/house/83.md) — 4% (state house)
+- [TN House District 84](/us/states/tn/districts/house/84.md) — 4% (state house)
+- [TN House District 96](/us/states/tn/districts/house/96.md) — 4% (state house)
+- [TN House District 98](/us/states/tn/districts/house/98.md) — 4% (state house)
+- [TN House District 91](/us/states/tn/districts/house/91.md) — 4% (state house)
+- [TN House District 87](/us/states/tn/districts/house/87.md) — 3% (state house)
+- [TN House District 93](/us/states/tn/districts/house/93.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/smith/index.md b/data/jurisdictions/us/states/tn/counties/smith/index.md
index 23dfe57e1e..a7459db31c 100644
--- a/data/jurisdictions/us/states/tn/counties/smith/index.md
+++ b/data/jurisdictions/us/states/tn/counties/smith/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 44
   hispanic: 641
   bachelors_plus: 3459
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/40"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 641 |
 | Bachelor's or higher | 3459 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 15](/us/states/tn/districts/senate/15.md) — 100% (state senate)
+- [TN House District 40](/us/states/tn/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/stewart/index.md b/data/jurisdictions/us/states/tn/counties/stewart/index.md
index 8079aee03e..d32229611a 100644
--- a/data/jurisdictions/us/states/tn/counties/stewart/index.md
+++ b/data/jurisdictions/us/states/tn/counties/stewart/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 425
   bachelors_plus: 2371
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/tn/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/74"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 425 |
 | Bachelor's or higher | 2371 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 24](/us/states/tn/districts/senate/24.md) — 100% (state senate)
+- [TN House District 74](/us/states/tn/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/sullivan/index.md b/data/jurisdictions/us/states/tn/counties/sullivan/index.md
index 7cde3dd4ef..73c8b6103d 100644
--- a/data/jurisdictions/us/states/tn/counties/sullivan/index.md
+++ b/data/jurisdictions/us/states/tn/counties/sullivan/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 178
   hispanic: 4217
   bachelors_plus: 42268
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tn/districts/house/1"
+    rel: in-district
+    area_weight: 0.3598
+  - to: "us/states/tn/districts/house/3"
+    rel: in-district
+    area_weight: 0.3566
+  - to: "us/states/tn/districts/house/2"
+    rel: in-district
+    area_weight: 0.283
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 4217 |
 | Bachelor's or higher | 42268 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 100% (congressional)
+- [TN Senate District 4](/us/states/tn/districts/senate/4.md) — 100% (state senate)
+- [TN House District 1](/us/states/tn/districts/house/1.md) — 36% (state house)
+- [TN House District 3](/us/states/tn/districts/house/3.md) — 36% (state house)
+- [TN House District 2](/us/states/tn/districts/house/2.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/sumner/index.md b/data/jurisdictions/us/states/tn/counties/sumner/index.md
index 5034005ea4..c2e672013a 100644
--- a/data/jurisdictions/us/states/tn/counties/sumner/index.md
+++ b/data/jurisdictions/us/states/tn/counties/sumner/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 531
   hispanic: 14779
   bachelors_plus: 64172
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/tn/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/tn/districts/house/44"
+    rel: in-district
+    area_weight: 0.5931
+  - to: "us/states/tn/districts/house/35"
+    rel: in-district
+    area_weight: 0.2206
+  - to: "us/states/tn/districts/house/45"
+    rel: in-district
+    area_weight: 0.1841
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 14779 |
 | Bachelor's or higher | 64172 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 18](/us/states/tn/districts/senate/18.md) — 100% (state senate)
+- [TN House District 44](/us/states/tn/districts/house/44.md) — 59% (state house)
+- [TN House District 35](/us/states/tn/districts/house/35.md) — 22% (state house)
+- [TN House District 45](/us/states/tn/districts/house/45.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/tipton/index.md b/data/jurisdictions/us/states/tn/counties/tipton/index.md
index f21f903ca0..5ecb2f8975 100644
--- a/data/jurisdictions/us/states/tn/counties/tipton/index.md
+++ b/data/jurisdictions/us/states/tn/counties/tipton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 150
   hispanic: 1916
   bachelors_plus: 11757
+districts:
+  - to: "us/states/tn/districts/09"
+    rel: in-district
+    area_weight: 0.56
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.4382
+  - to: "us/states/tn/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tn/districts/house/81"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1916 |
 | Bachelor's or higher | 11757 |
 
+## Districts
+
+- [TN-09](/us/states/tn/districts/09.md) — 56% (congressional)
+- [TN-08](/us/states/tn/districts/08.md) — 44% (congressional)
+- [TN Senate District 32](/us/states/tn/districts/senate/32.md) — 100% (state senate)
+- [TN House District 81](/us/states/tn/districts/house/81.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/trousdale/index.md b/data/jurisdictions/us/states/tn/counties/trousdale/index.md
index 7b4a4b4091..436da9f7ef 100644
--- a/data/jurisdictions/us/states/tn/counties/trousdale/index.md
+++ b/data/jurisdictions/us/states/tn/counties/trousdale/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 485
   bachelors_plus: 1851
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/35"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 485 |
 | Bachelor's or higher | 1851 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 18](/us/states/tn/districts/senate/18.md) — 100% (state senate)
+- [TN House District 35](/us/states/tn/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/unicoi/index.md b/data/jurisdictions/us/states/tn/counties/unicoi/index.md
index dd757a049c..d08d52a9f4 100644
--- a/data/jurisdictions/us/states/tn/counties/unicoi/index.md
+++ b/data/jurisdictions/us/states/tn/counties/unicoi/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 43
   hispanic: 1188
   bachelors_plus: 3846
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/tn/districts/senate/9"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/tn/districts/house/4"
+    rel: in-district
+    area_weight: 0.9981
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1188 |
 | Bachelor's or higher | 3846 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 100% (congressional)
+- [TN Senate District 9](/us/states/tn/districts/senate/9.md) — 100% (state senate)
+- [TN House District 4](/us/states/tn/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/union/index.md b/data/jurisdictions/us/states/tn/counties/union/index.md
index 1bbdbd1b29..ec5502e1e2 100644
--- a/data/jurisdictions/us/states/tn/counties/union/index.md
+++ b/data/jurisdictions/us/states/tn/counties/union/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 485
   bachelors_plus: 2801
+districts:
+  - to: "us/states/tn/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/36"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 485 |
 | Bachelor's or higher | 2801 |
 
+## Districts
+
+- [TN-02](/us/states/tn/districts/02.md) — 100% (congressional)
+- [TN Senate District 8](/us/states/tn/districts/senate/8.md) — 100% (state senate)
+- [TN House District 36](/us/states/tn/districts/house/36.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/van-buren/index.md b/data/jurisdictions/us/states/tn/counties/van-buren/index.md
index 4ef1d731f1..0669823134 100644
--- a/data/jurisdictions/us/states/tn/counties/van-buren/index.md
+++ b/data/jurisdictions/us/states/tn/counties/van-buren/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 144
   bachelors_plus: 860
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/tn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/31"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 144 |
 | Bachelor's or higher | 860 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 15](/us/states/tn/districts/senate/15.md) — 100% (state senate)
+- [TN House District 31](/us/states/tn/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/warren/index.md b/data/jurisdictions/us/states/tn/counties/warren/index.md
index 99725c7748..6a81d7e598 100644
--- a/data/jurisdictions/us/states/tn/counties/warren/index.md
+++ b/data/jurisdictions/us/states/tn/counties/warren/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 330
   hispanic: 4199
   bachelors_plus: 5538
+districts:
+  - to: "us/states/tn/districts/04"
+    rel: in-district
+    area_weight: 0.9842
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.0158
+  - to: "us/states/tn/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/43"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4199 |
 | Bachelor's or higher | 5538 |
 
+## Districts
+
+- [TN-04](/us/states/tn/districts/04.md) — 98% (congressional)
+- [TN-06](/us/states/tn/districts/06.md) — 2% (congressional)
+- [TN Senate District 16](/us/states/tn/districts/senate/16.md) — 100% (state senate)
+- [TN House District 43](/us/states/tn/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/washington/index.md b/data/jurisdictions/us/states/tn/counties/washington/index.md
index 3afe70a2d9..1b1d9bc7b7 100644
--- a/data/jurisdictions/us/states/tn/counties/washington/index.md
+++ b/data/jurisdictions/us/states/tn/counties/washington/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 259
   hispanic: 6679
   bachelors_plus: 45990
+districts:
+  - to: "us/states/tn/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tn/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tn/districts/house/7"
+    rel: in-district
+    area_weight: 0.5128
+  - to: "us/states/tn/districts/house/6"
+    rel: in-district
+    area_weight: 0.4869
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6679 |
 | Bachelor's or higher | 45990 |
 
+## Districts
+
+- [TN-01](/us/states/tn/districts/01.md) — 100% (congressional)
+- [TN Senate District 3](/us/states/tn/districts/senate/3.md) — 100% (state senate)
+- [TN House District 7](/us/states/tn/districts/house/7.md) — 51% (state house)
+- [TN House District 6](/us/states/tn/districts/house/6.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/wayne/index.md b/data/jurisdictions/us/states/tn/counties/wayne/index.md
index c6ff5fe7d9..4c76dcb31d 100644
--- a/data/jurisdictions/us/states/tn/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/tn/counties/wayne/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 441
   bachelors_plus: 2306
+districts:
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/tn/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/71"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 441 |
 | Bachelor's or higher | 2306 |
 
+## Districts
+
+- [TN-07](/us/states/tn/districts/07.md) — 100% (congressional)
+- [TN Senate District 26](/us/states/tn/districts/senate/26.md) — 100% (state senate)
+- [TN House District 71](/us/states/tn/districts/house/71.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/weakley/index.md b/data/jurisdictions/us/states/tn/counties/weakley/index.md
index ed37b3a820..5bb6142ffd 100644
--- a/data/jurisdictions/us/states/tn/counties/weakley/index.md
+++ b/data/jurisdictions/us/states/tn/counties/weakley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 96
   hispanic: 1007
   bachelors_plus: 6647
+districts:
+  - to: "us/states/tn/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/76"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1007 |
 | Bachelor's or higher | 6647 |
 
+## Districts
+
+- [TN-08](/us/states/tn/districts/08.md) — 100% (congressional)
+- [TN Senate District 24](/us/states/tn/districts/senate/24.md) — 100% (state senate)
+- [TN House District 76](/us/states/tn/districts/house/76.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/white/index.md b/data/jurisdictions/us/states/tn/counties/white/index.md
index c449f9312f..209ce9c734 100644
--- a/data/jurisdictions/us/states/tn/counties/white/index.md
+++ b/data/jurisdictions/us/states/tn/counties/white/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 130
   hispanic: 909
   bachelors_plus: 4133
+districts:
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/tn/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tn/districts/house/43"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 909 |
 | Bachelor's or higher | 4133 |
 
+## Districts
+
+- [TN-06](/us/states/tn/districts/06.md) — 100% (congressional)
+- [TN Senate District 15](/us/states/tn/districts/senate/15.md) — 100% (state senate)
+- [TN House District 43](/us/states/tn/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/williamson/index.md b/data/jurisdictions/us/states/tn/counties/williamson/index.md
index 0e67b3c8cd..f0bc2f361e 100644
--- a/data/jurisdictions/us/states/tn/counties/williamson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/williamson/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 595
   hispanic: 15611
   bachelors_plus: 149131
+districts:
+  - to: "us/states/tn/districts/05"
+    rel: in-district
+    area_weight: 0.5311
+  - to: "us/states/tn/districts/07"
+    rel: in-district
+    area_weight: 0.4664
+  - to: "us/states/tn/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9836
+  - to: "us/states/tn/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0162
+  - to: "us/states/tn/districts/house/65"
+    rel: in-district
+    area_weight: 0.4695
+  - to: "us/states/tn/districts/house/63"
+    rel: in-district
+    area_weight: 0.2967
+  - to: "us/states/tn/districts/house/61"
+    rel: in-district
+    area_weight: 0.1535
+  - to: "us/states/tn/districts/house/92"
+    rel: in-district
+    area_weight: 0.0801
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 15611 |
 | Bachelor's or higher | 149131 |
 
+## Districts
+
+- [TN-05](/us/states/tn/districts/05.md) — 53% (congressional)
+- [TN-07](/us/states/tn/districts/07.md) — 47% (congressional)
+- [TN Senate District 27](/us/states/tn/districts/senate/27.md) — 98% (state senate)
+- [TN Senate District 28](/us/states/tn/districts/senate/28.md) — 2% (state senate)
+- [TN House District 65](/us/states/tn/districts/house/65.md) — 47% (state house)
+- [TN House District 63](/us/states/tn/districts/house/63.md) — 30% (state house)
+- [TN House District 61](/us/states/tn/districts/house/61.md) — 15% (state house)
+- [TN House District 92](/us/states/tn/districts/house/92.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/counties/wilson/index.md b/data/jurisdictions/us/states/tn/counties/wilson/index.md
index 23253e86c3..1b3d3714d5 100644
--- a/data/jurisdictions/us/states/tn/counties/wilson/index.md
+++ b/data/jurisdictions/us/states/tn/counties/wilson/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 426
   hispanic: 10359
   bachelors_plus: 55431
+districts:
+  - to: "us/states/tn/districts/05"
+    rel: in-district
+    area_weight: 0.5021
+  - to: "us/states/tn/districts/06"
+    rel: in-district
+    area_weight: 0.4964
+  - to: "us/states/tn/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tn/districts/house/46"
+    rel: in-district
+    area_weight: 0.7391
+  - to: "us/states/tn/districts/house/57"
+    rel: in-district
+    area_weight: 0.1965
+  - to: "us/states/tn/districts/house/40"
+    rel: in-district
+    area_weight: 0.0642
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tn]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10359 |
 | Bachelor's or higher | 55431 |
 
+## Districts
+
+- [TN-05](/us/states/tn/districts/05.md) — 50% (congressional)
+- [TN-06](/us/states/tn/districts/06.md) — 50% (congressional)
+- [TN Senate District 17](/us/states/tn/districts/senate/17.md) — 100% (state senate)
+- [TN House District 46](/us/states/tn/districts/house/46.md) — 74% (state house)
+- [TN House District 57](/us/states/tn/districts/house/57.md) — 20% (state house)
+- [TN House District 40](/us/states/tn/districts/house/40.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tn/districts/01.md b/data/jurisdictions/us/states/tn/districts/01.md
index 8b6865343f..d8ffd609d4 100644
--- a/data/jurisdictions/us/states/tn/districts/01.md
+++ b/data/jurisdictions/us/states/tn/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 135936
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tn/districts/02.md b/data/jurisdictions/us/states/tn/districts/02.md
index d46a74b776..9070289425 100644
--- a/data/jurisdictions/us/states/tn/districts/02.md
+++ b/data/jurisdictions/us/states/tn/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 201611
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tn/districts/03.md b/data/jurisdictions/us/states/tn/districts/03.md
index 9a8b97bd53..eba564ced7 100644
--- a/data/jurisdictions/us/states/tn/districts/03.md
+++ b/data/jurisdictions/us/states/tn/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 172134
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tn/districts/04.md b/data/jurisdictions/us/states/tn/districts/04.md
index fa05633404..ae600fa744 100644
--- a/data/jurisdictions/us/states/tn/districts/04.md
+++ b/data/jurisdictions/us/states/tn/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 146417
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tn/districts/05.md b/data/jurisdictions/us/states/tn/districts/05.md
index a63653b31b..1a0f170961 100644
--- a/data/jurisdictions/us/states/tn/districts/05.md
+++ b/data/jurisdictions/us/states/tn/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 280710
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tn/districts/06.md b/data/jurisdictions/us/states/tn/districts/06.md
index 84d1ded098..af9bd7cfef 100644
--- a/data/jurisdictions/us/states/tn/districts/06.md
+++ b/data/jurisdictions/us/states/tn/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 177942
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tn/districts/07.md b/data/jurisdictions/us/states/tn/districts/07.md
index 676b9e8959..847541ca1c 100644
--- a/data/jurisdictions/us/states/tn/districts/07.md
+++ b/data/jurisdictions/us/states/tn/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 203500
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tn/districts/08.md b/data/jurisdictions/us/states/tn/districts/08.md
index 6f4bbc4e72..bd543220b8 100644
--- a/data/jurisdictions/us/states/tn/districts/08.md
+++ b/data/jurisdictions/us/states/tn/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 170832
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tn/districts/09.md b/data/jurisdictions/us/states/tn/districts/09.md
index c9e5021a2b..59475a52f6 100644
--- a/data/jurisdictions/us/states/tn/districts/09.md
+++ b/data/jurisdictions/us/states/tn/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 130672
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tn]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tn/districts/house/1.md b/data/jurisdictions/us/states/tn/districts/house/1.md
new file mode 100644
index 0000000000..b3641cdff0
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 1"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 1
+
+State House district 1 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/10.md b/data/jurisdictions/us/states/tn/districts/house/10.md
new file mode 100644
index 0000000000..fcd8ce7407
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 10"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 10
+
+State House district 10 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/11.md b/data/jurisdictions/us/states/tn/districts/house/11.md
new file mode 100644
index 0000000000..ee4025b340
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 11"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 11
+
+State House district 11 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/12.md b/data/jurisdictions/us/states/tn/districts/house/12.md
new file mode 100644
index 0000000000..d7f02b84a4
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 12"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 12
+
+State House district 12 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/13.md b/data/jurisdictions/us/states/tn/districts/house/13.md
new file mode 100644
index 0000000000..5d18303f97
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 13"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 13
+
+State House district 13 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/14.md b/data/jurisdictions/us/states/tn/districts/house/14.md
new file mode 100644
index 0000000000..ba24caf1b0
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 14"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 14
+
+State House district 14 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/15.md b/data/jurisdictions/us/states/tn/districts/house/15.md
new file mode 100644
index 0000000000..0bb21f7280
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 15"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 15
+
+State House district 15 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/16.md b/data/jurisdictions/us/states/tn/districts/house/16.md
new file mode 100644
index 0000000000..7d0b9a1898
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 16"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 16
+
+State House district 16 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/17.md b/data/jurisdictions/us/states/tn/districts/house/17.md
new file mode 100644
index 0000000000..047f62f4dd
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 17"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 17
+
+State House district 17 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/18.md b/data/jurisdictions/us/states/tn/districts/house/18.md
new file mode 100644
index 0000000000..f73b5512d8
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 18"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 18
+
+State House district 18 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/19.md b/data/jurisdictions/us/states/tn/districts/house/19.md
new file mode 100644
index 0000000000..2c57e66f22
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 19"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 19
+
+State House district 19 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/2.md b/data/jurisdictions/us/states/tn/districts/house/2.md
new file mode 100644
index 0000000000..62e3b60a2b
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 2"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 2
+
+State House district 2 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/20.md b/data/jurisdictions/us/states/tn/districts/house/20.md
new file mode 100644
index 0000000000..d0d68cfb4b
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 20"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 20
+
+State House district 20 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/21.md b/data/jurisdictions/us/states/tn/districts/house/21.md
new file mode 100644
index 0000000000..1f57ff98df
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 21"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 21
+
+State House district 21 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/22.md b/data/jurisdictions/us/states/tn/districts/house/22.md
new file mode 100644
index 0000000000..8da9e1503a
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 22"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 22
+
+State House district 22 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/23.md b/data/jurisdictions/us/states/tn/districts/house/23.md
new file mode 100644
index 0000000000..4ddc161399
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 23"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 23
+
+State House district 23 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/24.md b/data/jurisdictions/us/states/tn/districts/house/24.md
new file mode 100644
index 0000000000..26bd0c8b61
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 24"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 24
+
+State House district 24 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/25.md b/data/jurisdictions/us/states/tn/districts/house/25.md
new file mode 100644
index 0000000000..a78ba7985b
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 25"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 25
+
+State House district 25 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/26.md b/data/jurisdictions/us/states/tn/districts/house/26.md
new file mode 100644
index 0000000000..83c885424f
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 26"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 26
+
+State House district 26 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/27.md b/data/jurisdictions/us/states/tn/districts/house/27.md
new file mode 100644
index 0000000000..969de5af3b
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 27"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 27
+
+State House district 27 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/28.md b/data/jurisdictions/us/states/tn/districts/house/28.md
new file mode 100644
index 0000000000..4c90777727
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 28"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 28
+
+State House district 28 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/29.md b/data/jurisdictions/us/states/tn/districts/house/29.md
new file mode 100644
index 0000000000..a451762bde
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 29"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 29
+
+State House district 29 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/3.md b/data/jurisdictions/us/states/tn/districts/house/3.md
new file mode 100644
index 0000000000..82294f77b4
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 3"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 3
+
+State House district 3 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/30.md b/data/jurisdictions/us/states/tn/districts/house/30.md
new file mode 100644
index 0000000000..967d5e5042
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 30"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 30
+
+State House district 30 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/31.md b/data/jurisdictions/us/states/tn/districts/house/31.md
new file mode 100644
index 0000000000..f1a17c0885
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 31"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 31
+
+State House district 31 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/32.md b/data/jurisdictions/us/states/tn/districts/house/32.md
new file mode 100644
index 0000000000..942cafb200
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 32"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 32
+
+State House district 32 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/33.md b/data/jurisdictions/us/states/tn/districts/house/33.md
new file mode 100644
index 0000000000..a426d5ebde
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 33"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 33
+
+State House district 33 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/34.md b/data/jurisdictions/us/states/tn/districts/house/34.md
new file mode 100644
index 0000000000..7f6e6bbb8a
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 34"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 34
+
+State House district 34 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/35.md b/data/jurisdictions/us/states/tn/districts/house/35.md
new file mode 100644
index 0000000000..e98def04ca
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 35"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 35
+
+State House district 35 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/36.md b/data/jurisdictions/us/states/tn/districts/house/36.md
new file mode 100644
index 0000000000..39a34cc0d0
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 36"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 36
+
+State House district 36 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/37.md b/data/jurisdictions/us/states/tn/districts/house/37.md
new file mode 100644
index 0000000000..fd513f53c4
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 37"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 37
+
+State House district 37 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/38.md b/data/jurisdictions/us/states/tn/districts/house/38.md
new file mode 100644
index 0000000000..96bba4c243
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 38"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 38
+
+State House district 38 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/39.md b/data/jurisdictions/us/states/tn/districts/house/39.md
new file mode 100644
index 0000000000..9edb7196b1
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 39"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 39
+
+State House district 39 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/4.md b/data/jurisdictions/us/states/tn/districts/house/4.md
new file mode 100644
index 0000000000..607c2217d0
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 4"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 4
+
+State House district 4 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/40.md b/data/jurisdictions/us/states/tn/districts/house/40.md
new file mode 100644
index 0000000000..d04eaeb136
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 40"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 40
+
+State House district 40 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/41.md b/data/jurisdictions/us/states/tn/districts/house/41.md
new file mode 100644
index 0000000000..f05631c2e5
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 41"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 41
+
+State House district 41 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/42.md b/data/jurisdictions/us/states/tn/districts/house/42.md
new file mode 100644
index 0000000000..e39935e94c
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 42"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 42
+
+State House district 42 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/43.md b/data/jurisdictions/us/states/tn/districts/house/43.md
new file mode 100644
index 0000000000..ed4c7fcafc
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 43"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 43
+
+State House district 43 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/44.md b/data/jurisdictions/us/states/tn/districts/house/44.md
new file mode 100644
index 0000000000..0d284e5553
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 44"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 44
+
+State House district 44 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/45.md b/data/jurisdictions/us/states/tn/districts/house/45.md
new file mode 100644
index 0000000000..7e6fb4fc34
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 45"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 45
+
+State House district 45 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/46.md b/data/jurisdictions/us/states/tn/districts/house/46.md
new file mode 100644
index 0000000000..b320f36876
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 46"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 46
+
+State House district 46 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/47.md b/data/jurisdictions/us/states/tn/districts/house/47.md
new file mode 100644
index 0000000000..a51b51d3ef
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 47"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 47
+
+State House district 47 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/48.md b/data/jurisdictions/us/states/tn/districts/house/48.md
new file mode 100644
index 0000000000..44ae284f8e
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 48"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 48
+
+State House district 48 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/49.md b/data/jurisdictions/us/states/tn/districts/house/49.md
new file mode 100644
index 0000000000..f17888d765
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 49"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 49
+
+State House district 49 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/5.md b/data/jurisdictions/us/states/tn/districts/house/5.md
new file mode 100644
index 0000000000..5190c93a8c
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 5"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 5
+
+State House district 5 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/50.md b/data/jurisdictions/us/states/tn/districts/house/50.md
new file mode 100644
index 0000000000..0089902099
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 50"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 50
+
+State House district 50 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/51.md b/data/jurisdictions/us/states/tn/districts/house/51.md
new file mode 100644
index 0000000000..3741e5b7be
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 51"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 51
+
+State House district 51 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/52.md b/data/jurisdictions/us/states/tn/districts/house/52.md
new file mode 100644
index 0000000000..4b7771ce08
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 52"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 52
+
+State House district 52 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/53.md b/data/jurisdictions/us/states/tn/districts/house/53.md
new file mode 100644
index 0000000000..10db411637
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 53"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 53
+
+State House district 53 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/54.md b/data/jurisdictions/us/states/tn/districts/house/54.md
new file mode 100644
index 0000000000..7796ddf152
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 54"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 54
+
+State House district 54 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/55.md b/data/jurisdictions/us/states/tn/districts/house/55.md
new file mode 100644
index 0000000000..5c4d382374
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 55"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 55
+
+State House district 55 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/56.md b/data/jurisdictions/us/states/tn/districts/house/56.md
new file mode 100644
index 0000000000..c033eddbd4
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 56"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 56
+
+State House district 56 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/57.md b/data/jurisdictions/us/states/tn/districts/house/57.md
new file mode 100644
index 0000000000..c60933d074
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 57"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 57
+
+State House district 57 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/58.md b/data/jurisdictions/us/states/tn/districts/house/58.md
new file mode 100644
index 0000000000..602c08b2be
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 58"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 58
+
+State House district 58 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/59.md b/data/jurisdictions/us/states/tn/districts/house/59.md
new file mode 100644
index 0000000000..1031e65bc9
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 59"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 59
+
+State House district 59 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/6.md b/data/jurisdictions/us/states/tn/districts/house/6.md
new file mode 100644
index 0000000000..4e10486c30
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 6"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 6
+
+State House district 6 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/60.md b/data/jurisdictions/us/states/tn/districts/house/60.md
new file mode 100644
index 0000000000..e18154e9ba
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 60"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 60
+
+State House district 60 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/61.md b/data/jurisdictions/us/states/tn/districts/house/61.md
new file mode 100644
index 0000000000..9dcb8c7144
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 61"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 61
+
+State House district 61 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/62.md b/data/jurisdictions/us/states/tn/districts/house/62.md
new file mode 100644
index 0000000000..4e16706088
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 62"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 62
+
+State House district 62 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/63.md b/data/jurisdictions/us/states/tn/districts/house/63.md
new file mode 100644
index 0000000000..19663ba36b
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 63"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 63
+
+State House district 63 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/64.md b/data/jurisdictions/us/states/tn/districts/house/64.md
new file mode 100644
index 0000000000..43cb782db9
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 64"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 64
+
+State House district 64 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/65.md b/data/jurisdictions/us/states/tn/districts/house/65.md
new file mode 100644
index 0000000000..842603ea1c
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 65"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 65
+
+State House district 65 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/66.md b/data/jurisdictions/us/states/tn/districts/house/66.md
new file mode 100644
index 0000000000..c398e278fa
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 66"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 66
+
+State House district 66 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/67.md b/data/jurisdictions/us/states/tn/districts/house/67.md
new file mode 100644
index 0000000000..c88609f2b8
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 67"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 67
+
+State House district 67 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/68.md b/data/jurisdictions/us/states/tn/districts/house/68.md
new file mode 100644
index 0000000000..8bdaeb1618
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 68"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 68
+
+State House district 68 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/69.md b/data/jurisdictions/us/states/tn/districts/house/69.md
new file mode 100644
index 0000000000..d171d433dd
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 69"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 69
+
+State House district 69 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/7.md b/data/jurisdictions/us/states/tn/districts/house/7.md
new file mode 100644
index 0000000000..ae79181a20
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 7"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 7
+
+State House district 7 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/70.md b/data/jurisdictions/us/states/tn/districts/house/70.md
new file mode 100644
index 0000000000..2ddfdbd856
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 70"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 70
+
+State House district 70 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/71.md b/data/jurisdictions/us/states/tn/districts/house/71.md
new file mode 100644
index 0000000000..55b800ddcf
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 71"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 71
+
+State House district 71 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/72.md b/data/jurisdictions/us/states/tn/districts/house/72.md
new file mode 100644
index 0000000000..94061db414
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 72"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 72
+
+State House district 72 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/73.md b/data/jurisdictions/us/states/tn/districts/house/73.md
new file mode 100644
index 0000000000..523667e6a2
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 73"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 73
+
+State House district 73 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/74.md b/data/jurisdictions/us/states/tn/districts/house/74.md
new file mode 100644
index 0000000000..2911137426
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 74"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 74
+
+State House district 74 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/75.md b/data/jurisdictions/us/states/tn/districts/house/75.md
new file mode 100644
index 0000000000..85e0e1b516
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 75"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 75
+
+State House district 75 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/76.md b/data/jurisdictions/us/states/tn/districts/house/76.md
new file mode 100644
index 0000000000..a0fcee2208
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 76"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 76
+
+State House district 76 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/77.md b/data/jurisdictions/us/states/tn/districts/house/77.md
new file mode 100644
index 0000000000..432d87220e
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 77"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 77
+
+State House district 77 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/78.md b/data/jurisdictions/us/states/tn/districts/house/78.md
new file mode 100644
index 0000000000..9ae048e9ca
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 78"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 78
+
+State House district 78 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/79.md b/data/jurisdictions/us/states/tn/districts/house/79.md
new file mode 100644
index 0000000000..6d0bbef0ce
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 79"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 79
+
+State House district 79 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/8.md b/data/jurisdictions/us/states/tn/districts/house/8.md
new file mode 100644
index 0000000000..fb0abfb668
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 8"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 8
+
+State House district 8 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/80.md b/data/jurisdictions/us/states/tn/districts/house/80.md
new file mode 100644
index 0000000000..78b2818d38
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 80"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 80
+
+State House district 80 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/81.md b/data/jurisdictions/us/states/tn/districts/house/81.md
new file mode 100644
index 0000000000..b361e5362e
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 81"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 81
+
+State House district 81 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/82.md b/data/jurisdictions/us/states/tn/districts/house/82.md
new file mode 100644
index 0000000000..3e93af2658
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 82"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 82
+
+State House district 82 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/83.md b/data/jurisdictions/us/states/tn/districts/house/83.md
new file mode 100644
index 0000000000..40aada2eb8
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 83"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 83
+
+State House district 83 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/84.md b/data/jurisdictions/us/states/tn/districts/house/84.md
new file mode 100644
index 0000000000..710b9468a7
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 84"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 84
+
+State House district 84 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/85.md b/data/jurisdictions/us/states/tn/districts/house/85.md
new file mode 100644
index 0000000000..fbc8e69aa3
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 85"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 85
+
+State House district 85 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/86.md b/data/jurisdictions/us/states/tn/districts/house/86.md
new file mode 100644
index 0000000000..6e5add69a3
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 86"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 86
+
+State House district 86 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/87.md b/data/jurisdictions/us/states/tn/districts/house/87.md
new file mode 100644
index 0000000000..2e39ee576c
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 87"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 87
+
+State House district 87 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/88.md b/data/jurisdictions/us/states/tn/districts/house/88.md
new file mode 100644
index 0000000000..2986f87eaf
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 88"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 88
+
+State House district 88 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/89.md b/data/jurisdictions/us/states/tn/districts/house/89.md
new file mode 100644
index 0000000000..8ebc2fe49e
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 89"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 89
+
+State House district 89 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/9.md b/data/jurisdictions/us/states/tn/districts/house/9.md
new file mode 100644
index 0000000000..b172501853
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 9"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 9
+
+State House district 9 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/90.md b/data/jurisdictions/us/states/tn/districts/house/90.md
new file mode 100644
index 0000000000..0b71f3e7cf
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 90"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 90
+
+State House district 90 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/91.md b/data/jurisdictions/us/states/tn/districts/house/91.md
new file mode 100644
index 0000000000..d1e1ba0820
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 91"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 91
+
+State House district 91 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/92.md b/data/jurisdictions/us/states/tn/districts/house/92.md
new file mode 100644
index 0000000000..136dd0757c
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 92"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 92
+
+State House district 92 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/93.md b/data/jurisdictions/us/states/tn/districts/house/93.md
new file mode 100644
index 0000000000..243747fefd
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 93"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 93
+
+State House district 93 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/94.md b/data/jurisdictions/us/states/tn/districts/house/94.md
new file mode 100644
index 0000000000..00da2ddc8c
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 94"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 94
+
+State House district 94 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/95.md b/data/jurisdictions/us/states/tn/districts/house/95.md
new file mode 100644
index 0000000000..c8367ec81c
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 95"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 95
+
+State House district 95 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/96.md b/data/jurisdictions/us/states/tn/districts/house/96.md
new file mode 100644
index 0000000000..0ddcb4eb7a
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 96"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 96
+
+State House district 96 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/97.md b/data/jurisdictions/us/states/tn/districts/house/97.md
new file mode 100644
index 0000000000..578c4a9d1b
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 97"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 97
+
+State House district 97 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/98.md b/data/jurisdictions/us/states/tn/districts/house/98.md
new file mode 100644
index 0000000000..1334e17187
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 98"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 98
+
+State House district 98 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/house/99.md b/data/jurisdictions/us/states/tn/districts/house/99.md
new file mode 100644
index 0000000000..55239a6a53
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN House District 99"
+classification: state-house-district
+state: "TN"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN House District 99
+
+State House district 99 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/1.md b/data/jurisdictions/us/states/tn/districts/senate/1.md
new file mode 100644
index 0000000000..9e854d73e3
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 1"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 1
+
+State Senate district 1 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/10.md b/data/jurisdictions/us/states/tn/districts/senate/10.md
new file mode 100644
index 0000000000..c611692db8
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 10"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 10
+
+State Senate district 10 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/11.md b/data/jurisdictions/us/states/tn/districts/senate/11.md
new file mode 100644
index 0000000000..5fa979474b
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 11"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 11
+
+State Senate district 11 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/12.md b/data/jurisdictions/us/states/tn/districts/senate/12.md
new file mode 100644
index 0000000000..52a401f272
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 12"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 12
+
+State Senate district 12 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/13.md b/data/jurisdictions/us/states/tn/districts/senate/13.md
new file mode 100644
index 0000000000..699174c07d
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 13"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 13
+
+State Senate district 13 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/14.md b/data/jurisdictions/us/states/tn/districts/senate/14.md
new file mode 100644
index 0000000000..c9edb65186
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 14"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 14
+
+State Senate district 14 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/15.md b/data/jurisdictions/us/states/tn/districts/senate/15.md
new file mode 100644
index 0000000000..301a6e8d90
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 15"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 15
+
+State Senate district 15 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/16.md b/data/jurisdictions/us/states/tn/districts/senate/16.md
new file mode 100644
index 0000000000..344d6ac1f4
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 16"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 16
+
+State Senate district 16 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/17.md b/data/jurisdictions/us/states/tn/districts/senate/17.md
new file mode 100644
index 0000000000..5ec5910574
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 17"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 17
+
+State Senate district 17 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/18.md b/data/jurisdictions/us/states/tn/districts/senate/18.md
new file mode 100644
index 0000000000..24f9377a13
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 18"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 18
+
+State Senate district 18 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/19.md b/data/jurisdictions/us/states/tn/districts/senate/19.md
new file mode 100644
index 0000000000..a652420a8b
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 19"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 19
+
+State Senate district 19 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/2.md b/data/jurisdictions/us/states/tn/districts/senate/2.md
new file mode 100644
index 0000000000..6bfd7b392c
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 2"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 2
+
+State Senate district 2 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/20.md b/data/jurisdictions/us/states/tn/districts/senate/20.md
new file mode 100644
index 0000000000..b5c2bc04e5
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 20"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 20
+
+State Senate district 20 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/21.md b/data/jurisdictions/us/states/tn/districts/senate/21.md
new file mode 100644
index 0000000000..edc3716367
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 21"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 21
+
+State Senate district 21 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/22.md b/data/jurisdictions/us/states/tn/districts/senate/22.md
new file mode 100644
index 0000000000..ffcc3f7645
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 22"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 22
+
+State Senate district 22 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/23.md b/data/jurisdictions/us/states/tn/districts/senate/23.md
new file mode 100644
index 0000000000..da15a614eb
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 23"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 23
+
+State Senate district 23 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/24.md b/data/jurisdictions/us/states/tn/districts/senate/24.md
new file mode 100644
index 0000000000..e0c2b99735
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 24"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 24
+
+State Senate district 24 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/25.md b/data/jurisdictions/us/states/tn/districts/senate/25.md
new file mode 100644
index 0000000000..07ca8408c0
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 25"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 25
+
+State Senate district 25 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/26.md b/data/jurisdictions/us/states/tn/districts/senate/26.md
new file mode 100644
index 0000000000..14d6aff85d
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 26"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 26
+
+State Senate district 26 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/27.md b/data/jurisdictions/us/states/tn/districts/senate/27.md
new file mode 100644
index 0000000000..770270f099
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 27"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 27
+
+State Senate district 27 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/28.md b/data/jurisdictions/us/states/tn/districts/senate/28.md
new file mode 100644
index 0000000000..9a122077cb
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 28"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 28
+
+State Senate district 28 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/29.md b/data/jurisdictions/us/states/tn/districts/senate/29.md
new file mode 100644
index 0000000000..09ce785b0e
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 29"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 29
+
+State Senate district 29 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/3.md b/data/jurisdictions/us/states/tn/districts/senate/3.md
new file mode 100644
index 0000000000..ea26eeeb35
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 3"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 3
+
+State Senate district 3 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/30.md b/data/jurisdictions/us/states/tn/districts/senate/30.md
new file mode 100644
index 0000000000..d70f5bb270
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 30"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 30
+
+State Senate district 30 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/31.md b/data/jurisdictions/us/states/tn/districts/senate/31.md
new file mode 100644
index 0000000000..3da959faf3
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 31"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 31
+
+State Senate district 31 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/32.md b/data/jurisdictions/us/states/tn/districts/senate/32.md
new file mode 100644
index 0000000000..3d27647cef
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 32"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 32
+
+State Senate district 32 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/33.md b/data/jurisdictions/us/states/tn/districts/senate/33.md
new file mode 100644
index 0000000000..7b7ccd5091
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 33"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 33
+
+State Senate district 33 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/4.md b/data/jurisdictions/us/states/tn/districts/senate/4.md
new file mode 100644
index 0000000000..eceee13b55
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 4"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 4
+
+State Senate district 4 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/5.md b/data/jurisdictions/us/states/tn/districts/senate/5.md
new file mode 100644
index 0000000000..ea0e6021d4
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 5"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 5
+
+State Senate district 5 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/6.md b/data/jurisdictions/us/states/tn/districts/senate/6.md
new file mode 100644
index 0000000000..9474c5836f
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 6"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 6
+
+State Senate district 6 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/7.md b/data/jurisdictions/us/states/tn/districts/senate/7.md
new file mode 100644
index 0000000000..87b25f45a9
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 7"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 7
+
+State Senate district 7 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/8.md b/data/jurisdictions/us/states/tn/districts/senate/8.md
new file mode 100644
index 0000000000..b23b207aca
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 8"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 8
+
+State Senate district 8 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/districts/senate/9.md b/data/jurisdictions/us/states/tn/districts/senate/9.md
new file mode 100644
index 0000000000..cd2c600eab
--- /dev/null
+++ b/data/jurisdictions/us/states/tn/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TN Senate District 9"
+classification: state-senate-district
+state: "TN"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tn]
+timestamp: "2026-07-03"
+---
+
+# TN Senate District 9
+
+State Senate district 9 (TN).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tn/people/adam-lowe.md b/data/jurisdictions/us/states/tn/people/adam-lowe.md
index e837cd8def..35989b1d66 100644
--- a/data/jurisdictions/us/states/tn/people/adam-lowe.md
+++ b/data/jurisdictions/us/states/tn/people/adam-lowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 1"
+represents: "us/states/tn/districts/senate/1"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 1 (TN State Senate District 1).
 
+Represents [TN State Senate District 1](/us/states/tn/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/aftyn-behn.md b/data/jurisdictions/us/states/tn/people/aftyn-behn.md
index 2a37edfab1..8fa7aa15f9 100644
--- a/data/jurisdictions/us/states/tn/people/aftyn-behn.md
+++ b/data/jurisdictions/us/states/tn/people/aftyn-behn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 51"
+represents: "us/states/tn/districts/house/51"
 tenure:
   start: "2023-10-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 51 (TN State House of Representatives District 51).
 
+Represents [TN State House of Representatives District 51](/us/states/tn/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/andrew-farmer.md b/data/jurisdictions/us/states/tn/people/andrew-farmer.md
index 8544aafab7..731ed197b4 100644
--- a/data/jurisdictions/us/states/tn/people/andrew-farmer.md
+++ b/data/jurisdictions/us/states/tn/people/andrew-farmer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 17"
+represents: "us/states/tn/districts/house/17"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 17 (TN State House of Representatives District 17).
 
+Represents [TN State House of Representatives District 17](/us/states/tn/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/antonio-parkinson.md b/data/jurisdictions/us/states/tn/people/antonio-parkinson.md
index bdfbc507ad..150b9548e4 100644
--- a/data/jurisdictions/us/states/tn/people/antonio-parkinson.md
+++ b/data/jurisdictions/us/states/tn/people/antonio-parkinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 98"
+represents: "us/states/tn/districts/house/98"
 tenure:
   start: "2011-03-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 98 (TN State House of Representatives District 98).
 
+Represents [TN State House of Representatives District 98](/us/states/tn/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/aron-maberry.md b/data/jurisdictions/us/states/tn/people/aron-maberry.md
index b1e8871b1a..8c26cc5369 100644
--- a/data/jurisdictions/us/states/tn/people/aron-maberry.md
+++ b/data/jurisdictions/us/states/tn/people/aron-maberry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 68"
+represents: "us/states/tn/districts/house/68"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 68 (TN State House of Representatives District 68).
 
+Represents [TN State House of Representatives District 68](/us/states/tn/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/becky-jo-alexander.md b/data/jurisdictions/us/states/tn/people/becky-jo-alexander.md
index 075ddb6568..7d8ad0a1f2 100644
--- a/data/jurisdictions/us/states/tn/people/becky-jo-alexander.md
+++ b/data/jurisdictions/us/states/tn/people/becky-jo-alexander.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 7"
+represents: "us/states/tn/districts/house/7"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 7 (TN State House of Representatives District 7).
 
+Represents [TN State House of Representatives District 7](/us/states/tn/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/becky-massey.md b/data/jurisdictions/us/states/tn/people/becky-massey.md
index a609cab14f..487f76b91e 100644
--- a/data/jurisdictions/us/states/tn/people/becky-massey.md
+++ b/data/jurisdictions/us/states/tn/people/becky-massey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 6"
+represents: "us/states/tn/districts/senate/6"
 tenure:
   start: "2011-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 6 (TN State Senate District 6).
 
+Represents [TN State Senate District 6](/us/states/tn/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/bill-powers.md b/data/jurisdictions/us/states/tn/people/bill-powers.md
index 48006c5713..578f7507ce 100644
--- a/data/jurisdictions/us/states/tn/people/bill-powers.md
+++ b/data/jurisdictions/us/states/tn/people/bill-powers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 22"
+represents: "us/states/tn/districts/senate/22"
 tenure:
   start: "2019-04-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 22 (TN State Senate District 22).
 
+Represents [TN State Senate District 22](/us/states/tn/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/bo-mitchell.md b/data/jurisdictions/us/states/tn/people/bo-mitchell.md
index 954f54210b..9447eaa51c 100644
--- a/data/jurisdictions/us/states/tn/people/bo-mitchell.md
+++ b/data/jurisdictions/us/states/tn/people/bo-mitchell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 50"
+represents: "us/states/tn/districts/house/50"
 tenure:
   start: "2012-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 50 (TN State House of Representatives District 50).
 
+Represents [TN State House of Representatives District 50](/us/states/tn/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/bo-watson.md b/data/jurisdictions/us/states/tn/people/bo-watson.md
index 2cc1ef73c0..f59982b7a9 100644
--- a/data/jurisdictions/us/states/tn/people/bo-watson.md
+++ b/data/jurisdictions/us/states/tn/people/bo-watson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 11"
+represents: "us/states/tn/districts/senate/11"
 tenure:
   start: "2007-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 11 (TN State Senate District 11).
 
+Represents [TN State Senate District 11](/us/states/tn/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/bob-freeman.md b/data/jurisdictions/us/states/tn/people/bob-freeman.md
index 6d4292ce78..b263a57ace 100644
--- a/data/jurisdictions/us/states/tn/people/bob-freeman.md
+++ b/data/jurisdictions/us/states/tn/people/bob-freeman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 56"
+represents: "us/states/tn/districts/house/56"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 56 (TN State House of Representatives District 56).
 
+Represents [TN State House of Representatives District 56](/us/states/tn/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/bobby-harshbarger.md b/data/jurisdictions/us/states/tn/people/bobby-harshbarger.md
index 5a554fb0f3..97065eaf4a 100644
--- a/data/jurisdictions/us/states/tn/people/bobby-harshbarger.md
+++ b/data/jurisdictions/us/states/tn/people/bobby-harshbarger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 4"
+represents: "us/states/tn/districts/senate/4"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 4 (TN State Senate District 4).
 
+Represents [TN State Senate District 4](/us/states/tn/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/brent-taylor.md b/data/jurisdictions/us/states/tn/people/brent-taylor.md
index 6a27313939..2f0c5e5ca0 100644
--- a/data/jurisdictions/us/states/tn/people/brent-taylor.md
+++ b/data/jurisdictions/us/states/tn/people/brent-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 31"
+represents: "us/states/tn/districts/senate/31"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 31 (TN State Senate District 31).
 
+Represents [TN State Senate District 31](/us/states/tn/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/brock-martin.md b/data/jurisdictions/us/states/tn/people/brock-martin.md
index 744bcaceb8..3e9870402a 100644
--- a/data/jurisdictions/us/states/tn/people/brock-martin.md
+++ b/data/jurisdictions/us/states/tn/people/brock-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 79"
+represents: "us/states/tn/districts/house/79"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 79 (TN State House of Representatives District 79).
 
+Represents [TN State House of Representatives District 79](/us/states/tn/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/bryan-terry.md b/data/jurisdictions/us/states/tn/people/bryan-terry.md
index 9df8a09c3b..37df55978b 100644
--- a/data/jurisdictions/us/states/tn/people/bryan-terry.md
+++ b/data/jurisdictions/us/states/tn/people/bryan-terry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 48"
+represents: "us/states/tn/districts/house/48"
 tenure:
   start: "2014-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 48 (TN State House of Representatives District 48).
 
+Represents [TN State House of Representatives District 48](/us/states/tn/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/bud-hulsey.md b/data/jurisdictions/us/states/tn/people/bud-hulsey.md
index 2153eb9914..e1929fff01 100644
--- a/data/jurisdictions/us/states/tn/people/bud-hulsey.md
+++ b/data/jurisdictions/us/states/tn/people/bud-hulsey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 2"
+represents: "us/states/tn/districts/house/2"
 tenure:
   start: "2014-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 2 (TN State House of Representatives District 2).
 
+Represents [TN State House of Representatives District 2](/us/states/tn/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/caleb-hemmer.md b/data/jurisdictions/us/states/tn/people/caleb-hemmer.md
index 85043b632a..b79008fe74 100644
--- a/data/jurisdictions/us/states/tn/people/caleb-hemmer.md
+++ b/data/jurisdictions/us/states/tn/people/caleb-hemmer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 59"
+represents: "us/states/tn/districts/house/59"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 59 (TN State House of Representatives District 59).
 
+Represents [TN State House of Representatives District 59](/us/states/tn/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/cameron-sexton.md b/data/jurisdictions/us/states/tn/people/cameron-sexton.md
index d98ec542fe..e15cc4dac1 100644
--- a/data/jurisdictions/us/states/tn/people/cameron-sexton.md
+++ b/data/jurisdictions/us/states/tn/people/cameron-sexton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 25"
+represents: "us/states/tn/districts/house/25"
 tenure:
   start: "2011-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 25 (TN State House of Representatives District 25).
 
+Represents [TN State House of Representatives District 25](/us/states/tn/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/charlane-oliver.md b/data/jurisdictions/us/states/tn/people/charlane-oliver.md
index d97da7fa2c..4e108777be 100644
--- a/data/jurisdictions/us/states/tn/people/charlane-oliver.md
+++ b/data/jurisdictions/us/states/tn/people/charlane-oliver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 19"
+represents: "us/states/tn/districts/senate/19"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 19 (TN State Senate District 19).
 
+Represents [TN State Senate District 19](/us/states/tn/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/charlie-baum.md b/data/jurisdictions/us/states/tn/people/charlie-baum.md
index c827d73817..2647323728 100644
--- a/data/jurisdictions/us/states/tn/people/charlie-baum.md
+++ b/data/jurisdictions/us/states/tn/people/charlie-baum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 37"
+represents: "us/states/tn/districts/house/37"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 37 (TN State House of Representatives District 37).
 
+Represents [TN State House of Representatives District 37](/us/states/tn/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/chris-hurt.md b/data/jurisdictions/us/states/tn/people/chris-hurt.md
index 80f73629b9..672adefb34 100644
--- a/data/jurisdictions/us/states/tn/people/chris-hurt.md
+++ b/data/jurisdictions/us/states/tn/people/chris-hurt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 82"
+represents: "us/states/tn/districts/house/82"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 82 (TN State House of Representatives District 82).
 
+Represents [TN State House of Representatives District 82](/us/states/tn/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/chris-todd.md b/data/jurisdictions/us/states/tn/people/chris-todd.md
index f57fa7facb..8f8bfa9403 100644
--- a/data/jurisdictions/us/states/tn/people/chris-todd.md
+++ b/data/jurisdictions/us/states/tn/people/chris-todd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 73"
+represents: "us/states/tn/districts/house/73"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 73 (TN State House of Representatives District 73).
 
+Represents [TN State House of Representatives District 73](/us/states/tn/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/clark-boyd.md b/data/jurisdictions/us/states/tn/people/clark-boyd.md
index 5270f32b68..73e163871c 100644
--- a/data/jurisdictions/us/states/tn/people/clark-boyd.md
+++ b/data/jurisdictions/us/states/tn/people/clark-boyd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 46"
+represents: "us/states/tn/districts/house/46"
 tenure:
   start: "2018-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 46 (TN State House of Representatives District 46).
 
+Represents [TN State House of Representatives District 46](/us/states/tn/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/clay-doggett.md b/data/jurisdictions/us/states/tn/people/clay-doggett.md
index 66c8f79532..20d10894aa 100644
--- a/data/jurisdictions/us/states/tn/people/clay-doggett.md
+++ b/data/jurisdictions/us/states/tn/people/clay-doggett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 70"
+represents: "us/states/tn/districts/house/70"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 70 (TN State House of Representatives District 70).
 
+Represents [TN State House of Representatives District 70](/us/states/tn/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/dan-howell.md b/data/jurisdictions/us/states/tn/people/dan-howell.md
index 1378dda770..e14bc03500 100644
--- a/data/jurisdictions/us/states/tn/people/dan-howell.md
+++ b/data/jurisdictions/us/states/tn/people/dan-howell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 22"
+represents: "us/states/tn/districts/house/22"
 tenure:
   start: "2014-08-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 22 (TN State House of Representatives District 22).
 
+Represents [TN State House of Representatives District 22](/us/states/tn/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/dave-wright.md b/data/jurisdictions/us/states/tn/people/dave-wright.md
index 0a3999917d..9ab324be74 100644
--- a/data/jurisdictions/us/states/tn/people/dave-wright.md
+++ b/data/jurisdictions/us/states/tn/people/dave-wright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 19"
+represents: "us/states/tn/districts/house/19"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 19 (TN State House of Representatives District 19).
 
+Represents [TN State House of Representatives District 19](/us/states/tn/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/david-hawk.md b/data/jurisdictions/us/states/tn/people/david-hawk.md
index 6b9e12fc65..432600b0bf 100644
--- a/data/jurisdictions/us/states/tn/people/david-hawk.md
+++ b/data/jurisdictions/us/states/tn/people/david-hawk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 5"
+represents: "us/states/tn/districts/house/5"
 tenure:
   start: "2002-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 5 (TN State House of Representatives District 5).
 
+Represents [TN State House of Representatives District 5](/us/states/tn/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/dawn-white.md b/data/jurisdictions/us/states/tn/people/dawn-white.md
index ae6fdcdeed..d169bf8958 100644
--- a/data/jurisdictions/us/states/tn/people/dawn-white.md
+++ b/data/jurisdictions/us/states/tn/people/dawn-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 13"
+represents: "us/states/tn/districts/senate/13"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 13 (TN State Senate District 13).
 
+Represents [TN State Senate District 13](/us/states/tn/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/debra-moody.md b/data/jurisdictions/us/states/tn/people/debra-moody.md
index 27cae55046..ca439382c2 100644
--- a/data/jurisdictions/us/states/tn/people/debra-moody.md
+++ b/data/jurisdictions/us/states/tn/people/debra-moody.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 81"
+represents: "us/states/tn/districts/house/81"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 81 (TN State House of Representatives District 81).
 
+Represents [TN State House of Representatives District 81](/us/states/tn/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/dennis-powers.md b/data/jurisdictions/us/states/tn/people/dennis-powers.md
index 82af4a742d..316b6c7af0 100644
--- a/data/jurisdictions/us/states/tn/people/dennis-powers.md
+++ b/data/jurisdictions/us/states/tn/people/dennis-powers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 36"
+represents: "us/states/tn/districts/house/36"
 tenure:
   start: "2010-11-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 36 (TN State House of Representatives District 36).
 
+Represents [TN State House of Representatives District 36](/us/states/tn/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/doc-kumar.md b/data/jurisdictions/us/states/tn/people/doc-kumar.md
index 737c257314..d5fdff9067 100644
--- a/data/jurisdictions/us/states/tn/people/doc-kumar.md
+++ b/data/jurisdictions/us/states/tn/people/doc-kumar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 66"
+represents: "us/states/tn/districts/house/66"
 tenure:
   start: "2014-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 66 (TN State House of Representatives District 66).
 
+Represents [TN State House of Representatives District 66](/us/states/tn/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/ed-butler.md b/data/jurisdictions/us/states/tn/people/ed-butler.md
index 6deef4c610..a03dc60a4b 100644
--- a/data/jurisdictions/us/states/tn/people/ed-butler.md
+++ b/data/jurisdictions/us/states/tn/people/ed-butler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 41"
+represents: "us/states/tn/districts/house/41"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 41 (TN State House of Representatives District 41).
 
+Represents [TN State House of Representatives District 41](/us/states/tn/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/ed-jackson.md b/data/jurisdictions/us/states/tn/people/ed-jackson.md
index 97158172e6..ed515fab20 100644
--- a/data/jurisdictions/us/states/tn/people/ed-jackson.md
+++ b/data/jurisdictions/us/states/tn/people/ed-jackson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 25"
+represents: "us/states/tn/districts/senate/25"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 25 (TN State Senate District 25).
 
+Represents [TN State Senate District 25](/us/states/tn/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/elaine-davis.md b/data/jurisdictions/us/states/tn/people/elaine-davis.md
index 3ef4f363d1..ba5313b157 100644
--- a/data/jurisdictions/us/states/tn/people/elaine-davis.md
+++ b/data/jurisdictions/us/states/tn/people/elaine-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 18"
+represents: "us/states/tn/districts/house/18"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 18 (TN State House of Representatives District 18).
 
+Represents [TN State House of Representatives District 18](/us/states/tn/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/esther-helton-haynes.md b/data/jurisdictions/us/states/tn/people/esther-helton-haynes.md
index 90f1573e75..76e72c3305 100644
--- a/data/jurisdictions/us/states/tn/people/esther-helton-haynes.md
+++ b/data/jurisdictions/us/states/tn/people/esther-helton-haynes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 30"
+represents: "us/states/tn/districts/house/30"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 30 (TN State House of Representatives District 30).
 
+Represents [TN State House of Representatives District 30](/us/states/tn/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/ferrell-haile.md b/data/jurisdictions/us/states/tn/people/ferrell-haile.md
index 55a2283415..095a7a4748 100644
--- a/data/jurisdictions/us/states/tn/people/ferrell-haile.md
+++ b/data/jurisdictions/us/states/tn/people/ferrell-haile.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 18"
+represents: "us/states/tn/districts/senate/18"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 18 (TN State Senate District 18).
 
+Represents [TN State Senate District 18](/us/states/tn/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/fred-atchley.md b/data/jurisdictions/us/states/tn/people/fred-atchley.md
index ef9cad35a5..28b874f506 100644
--- a/data/jurisdictions/us/states/tn/people/fred-atchley.md
+++ b/data/jurisdictions/us/states/tn/people/fred-atchley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 12"
+represents: "us/states/tn/districts/house/12"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 12 (TN State House of Representatives District 12).
 
+Represents [TN State House of Representatives District 12](/us/states/tn/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/gabby-salinas.md b/data/jurisdictions/us/states/tn/people/gabby-salinas.md
index 5885985a3a..9f10851acf 100644
--- a/data/jurisdictions/us/states/tn/people/gabby-salinas.md
+++ b/data/jurisdictions/us/states/tn/people/gabby-salinas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 96"
+represents: "us/states/tn/districts/house/96"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 96 (TN State House of Representatives District 96).
 
+Represents [TN State House of Representatives District 96](/us/states/tn/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/gary-hicks.md b/data/jurisdictions/us/states/tn/people/gary-hicks.md
index da9cadb288..288f663757 100644
--- a/data/jurisdictions/us/states/tn/people/gary-hicks.md
+++ b/data/jurisdictions/us/states/tn/people/gary-hicks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 9"
+represents: "us/states/tn/districts/house/9"
 tenure:
   start: "2016-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 9 (TN State House of Representatives District 9).
 
+Represents [TN State House of Representatives District 9](/us/states/tn/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/gino-bulso.md b/data/jurisdictions/us/states/tn/people/gino-bulso.md
index e0f439d27b..0d657bb2dd 100644
--- a/data/jurisdictions/us/states/tn/people/gino-bulso.md
+++ b/data/jurisdictions/us/states/tn/people/gino-bulso.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 61"
+represents: "us/states/tn/districts/house/61"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 61 (TN State House of Representatives District 61).
 
+Represents [TN State House of Representatives District 61](/us/states/tn/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/gloria-johnson.md b/data/jurisdictions/us/states/tn/people/gloria-johnson.md
index 64df52531f..33cd86eccd 100644
--- a/data/jurisdictions/us/states/tn/people/gloria-johnson.md
+++ b/data/jurisdictions/us/states/tn/people/gloria-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 90"
+represents: "us/states/tn/districts/house/90"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 90 (TN State House of Representatives District 90).
 
+Represents [TN State House of Representatives District 90](/us/states/tn/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/greg-martin.md b/data/jurisdictions/us/states/tn/people/greg-martin.md
index 8f74e358ec..3e91a664e4 100644
--- a/data/jurisdictions/us/states/tn/people/greg-martin.md
+++ b/data/jurisdictions/us/states/tn/people/greg-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 26"
+represents: "us/states/tn/districts/house/26"
 tenure:
   start: "2022-04-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 26 (TN State House of Representatives District 26).
 
+Represents [TN State House of Representatives District 26](/us/states/tn/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/greg-vital.md b/data/jurisdictions/us/states/tn/people/greg-vital.md
index d6b4c6ba6d..16ea01fbab 100644
--- a/data/jurisdictions/us/states/tn/people/greg-vital.md
+++ b/data/jurisdictions/us/states/tn/people/greg-vital.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 29"
+represents: "us/states/tn/districts/house/29"
 tenure:
   start: "2021-09-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 29 (TN State House of Representatives District 29).
 
+Represents [TN State House of Representatives District 29](/us/states/tn/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/harold-love.md b/data/jurisdictions/us/states/tn/people/harold-love.md
index b756b94aa6..2cbb858969 100644
--- a/data/jurisdictions/us/states/tn/people/harold-love.md
+++ b/data/jurisdictions/us/states/tn/people/harold-love.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 58"
+represents: "us/states/tn/districts/house/58"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 58 (TN State House of Representatives District 58).
 
+Represents [TN State House of Representatives District 58](/us/states/tn/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/heidi-campbell.md b/data/jurisdictions/us/states/tn/people/heidi-campbell.md
index 909d5d53ac..79ea80d04a 100644
--- a/data/jurisdictions/us/states/tn/people/heidi-campbell.md
+++ b/data/jurisdictions/us/states/tn/people/heidi-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 20"
+represents: "us/states/tn/districts/senate/20"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 20 (TN State Senate District 20).
 
+Represents [TN State Senate District 20](/us/states/tn/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/iris-rudder.md b/data/jurisdictions/us/states/tn/people/iris-rudder.md
index efffa19dd7..d7dced014c 100644
--- a/data/jurisdictions/us/states/tn/people/iris-rudder.md
+++ b/data/jurisdictions/us/states/tn/people/iris-rudder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 39"
+represents: "us/states/tn/districts/house/39"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 39 (TN State House of Representatives District 39).
 
+Represents [TN State House of Representatives District 39](/us/states/tn/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jack-johnson.md b/data/jurisdictions/us/states/tn/people/jack-johnson.md
index e225283d38..e32d4f0581 100644
--- a/data/jurisdictions/us/states/tn/people/jack-johnson.md
+++ b/data/jurisdictions/us/states/tn/people/jack-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 27"
+represents: "us/states/tn/districts/senate/27"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 27 (TN State Senate District 27).
 
+Represents [TN State Senate District 27](/us/states/tn/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jake-mccalmon.md b/data/jurisdictions/us/states/tn/people/jake-mccalmon.md
index 47adc59060..e928dad520 100644
--- a/data/jurisdictions/us/states/tn/people/jake-mccalmon.md
+++ b/data/jurisdictions/us/states/tn/people/jake-mccalmon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 63"
+represents: "us/states/tn/districts/house/63"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 63 (TN State House of Representatives District 63).
 
+Represents [TN State House of Representatives District 63](/us/states/tn/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/janice-bowling.md b/data/jurisdictions/us/states/tn/people/janice-bowling.md
index 114b3e1d68..3cff7193e0 100644
--- a/data/jurisdictions/us/states/tn/people/janice-bowling.md
+++ b/data/jurisdictions/us/states/tn/people/janice-bowling.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 16"
+represents: "us/states/tn/districts/senate/16"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 16 (TN State Senate District 16).
 
+Represents [TN State Senate District 16](/us/states/tn/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jason-powell.md b/data/jurisdictions/us/states/tn/people/jason-powell.md
index ff1f86d093..9e74741de1 100644
--- a/data/jurisdictions/us/states/tn/people/jason-powell.md
+++ b/data/jurisdictions/us/states/tn/people/jason-powell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 53"
+represents: "us/states/tn/districts/house/53"
 tenure:
   start: "2012-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 53 (TN State House of Representatives District 53).
 
+Represents [TN State House of Representatives District 53](/us/states/tn/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jason-zachary.md b/data/jurisdictions/us/states/tn/people/jason-zachary.md
index ed02718dff..a763a8220d 100644
--- a/data/jurisdictions/us/states/tn/people/jason-zachary.md
+++ b/data/jurisdictions/us/states/tn/people/jason-zachary.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 14"
+represents: "us/states/tn/districts/house/14"
 tenure:
   start: "2015-08-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 14 (TN State House of Representatives District 14).
 
+Represents [TN State House of Representatives District 14](/us/states/tn/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jay-reedy.md b/data/jurisdictions/us/states/tn/people/jay-reedy.md
index dc8858adda..43e9937dd3 100644
--- a/data/jurisdictions/us/states/tn/people/jay-reedy.md
+++ b/data/jurisdictions/us/states/tn/people/jay-reedy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 74"
+represents: "us/states/tn/districts/house/74"
 tenure:
   start: "2014-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 74 (TN State House of Representatives District 74).
 
+Represents [TN State House of Representatives District 74](/us/states/tn/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jeff-yarbro.md b/data/jurisdictions/us/states/tn/people/jeff-yarbro.md
index d95b59942b..08d286a9a6 100644
--- a/data/jurisdictions/us/states/tn/people/jeff-yarbro.md
+++ b/data/jurisdictions/us/states/tn/people/jeff-yarbro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 21"
+represents: "us/states/tn/districts/senate/21"
 tenure:
   start: "2014-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 21 (TN State Senate District 21).
 
+Represents [TN State Senate District 21](/us/states/tn/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jeremy-faison.md b/data/jurisdictions/us/states/tn/people/jeremy-faison.md
index e0bb5fc11b..bf43845d27 100644
--- a/data/jurisdictions/us/states/tn/people/jeremy-faison.md
+++ b/data/jurisdictions/us/states/tn/people/jeremy-faison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 11"
+represents: "us/states/tn/districts/house/11"
 tenure:
   start: "2010-11-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 11 (TN State House of Representatives District 11).
 
+Represents [TN State House of Representatives District 11](/us/states/tn/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jerome-moon.md b/data/jurisdictions/us/states/tn/people/jerome-moon.md
index 343fc68dfa..8de59fce8b 100644
--- a/data/jurisdictions/us/states/tn/people/jerome-moon.md
+++ b/data/jurisdictions/us/states/tn/people/jerome-moon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 8"
+represents: "us/states/tn/districts/house/8"
 tenure:
   start: "2017-12-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 8 (TN State House of Representatives District 8).
 
+Represents [TN State House of Representatives District 8](/us/states/tn/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jesse-chism.md b/data/jurisdictions/us/states/tn/people/jesse-chism.md
index 722109fc0c..46631fcfad 100644
--- a/data/jurisdictions/us/states/tn/people/jesse-chism.md
+++ b/data/jurisdictions/us/states/tn/people/jesse-chism.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 85"
+represents: "us/states/tn/districts/house/85"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 85 (TN State House of Representatives District 85).
 
+Represents [TN State House of Representatives District 85](/us/states/tn/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jessie-seal.md b/data/jurisdictions/us/states/tn/people/jessie-seal.md
index e9c0ce9b6b..d8679553c0 100644
--- a/data/jurisdictions/us/states/tn/people/jessie-seal.md
+++ b/data/jurisdictions/us/states/tn/people/jessie-seal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 8"
+represents: "us/states/tn/districts/senate/8"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 8 (TN State Senate District 8).
 
+Represents [TN State Senate District 8](/us/states/tn/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/jody-barrett.md b/data/jurisdictions/us/states/tn/people/jody-barrett.md
index 6acdf1322c..97b4f68aa9 100644
--- a/data/jurisdictions/us/states/tn/people/jody-barrett.md
+++ b/data/jurisdictions/us/states/tn/people/jody-barrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 69"
+represents: "us/states/tn/districts/house/69"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 69 (TN State House of Representatives District 69).
 
+Represents [TN State House of Representatives District 69](/us/states/tn/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/joe-towns.md b/data/jurisdictions/us/states/tn/people/joe-towns.md
index 2d28c9abdf..c8f45f9946 100644
--- a/data/jurisdictions/us/states/tn/people/joe-towns.md
+++ b/data/jurisdictions/us/states/tn/people/joe-towns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 84"
+represents: "us/states/tn/districts/house/84"
 tenure:
   start: "1994-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 84 (TN State House of Representatives District 84).
 
+Represents [TN State House of Representatives District 84](/us/states/tn/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/joey-hensley.md b/data/jurisdictions/us/states/tn/people/joey-hensley.md
index a253aa842f..11f33e3757 100644
--- a/data/jurisdictions/us/states/tn/people/joey-hensley.md
+++ b/data/jurisdictions/us/states/tn/people/joey-hensley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 28"
+represents: "us/states/tn/districts/senate/28"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 28 (TN State Senate District 28).
 
+Represents [TN State Senate District 28](/us/states/tn/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/john-clemmons.md b/data/jurisdictions/us/states/tn/people/john-clemmons.md
index 7b533ca539..37c3f3193f 100644
--- a/data/jurisdictions/us/states/tn/people/john-clemmons.md
+++ b/data/jurisdictions/us/states/tn/people/john-clemmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 55"
+represents: "us/states/tn/districts/house/55"
 tenure:
   start: "2014-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 55 (TN State House of Representatives District 55).
 
+Represents [TN State House of Representatives District 55](/us/states/tn/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/john-crawford.md b/data/jurisdictions/us/states/tn/people/john-crawford.md
index dedd954dc4..c4b837109b 100644
--- a/data/jurisdictions/us/states/tn/people/john-crawford.md
+++ b/data/jurisdictions/us/states/tn/people/john-crawford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 1"
+represents: "us/states/tn/districts/house/1"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 1 (TN State House of Representatives District 1).
 
+Represents [TN State House of Representatives District 1](/us/states/tn/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/john-gillespie.md b/data/jurisdictions/us/states/tn/people/john-gillespie.md
index 3ea61a18b7..3998a5804f 100644
--- a/data/jurisdictions/us/states/tn/people/john-gillespie.md
+++ b/data/jurisdictions/us/states/tn/people/john-gillespie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 97"
+represents: "us/states/tn/districts/house/97"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 97 (TN State House of Representatives District 97).
 
+Represents [TN State House of Representatives District 97](/us/states/tn/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/john-stevens.md b/data/jurisdictions/us/states/tn/people/john-stevens.md
index b19da17720..4e006dffcd 100644
--- a/data/jurisdictions/us/states/tn/people/john-stevens.md
+++ b/data/jurisdictions/us/states/tn/people/john-stevens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 24"
+represents: "us/states/tn/districts/senate/24"
 tenure:
   start: "2012-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 24 (TN State Senate District 24).
 
+Represents [TN State Senate District 24](/us/states/tn/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/johnny-garrett.md b/data/jurisdictions/us/states/tn/people/johnny-garrett.md
index 89522be1f3..bc1c50f047 100644
--- a/data/jurisdictions/us/states/tn/people/johnny-garrett.md
+++ b/data/jurisdictions/us/states/tn/people/johnny-garrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 45"
+represents: "us/states/tn/districts/house/45"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 45 (TN State House of Representatives District 45).
 
+Represents [TN State House of Representatives District 45](/us/states/tn/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/johnny-shaw.md b/data/jurisdictions/us/states/tn/people/johnny-shaw.md
index 6e14f04233..db2909d29b 100644
--- a/data/jurisdictions/us/states/tn/people/johnny-shaw.md
+++ b/data/jurisdictions/us/states/tn/people/johnny-shaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 80"
+represents: "us/states/tn/districts/house/80"
 tenure:
   start: "2000-11-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 80 (TN State House of Representatives District 80).
 
+Represents [TN State House of Representatives District 80](/us/states/tn/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/justin-jones.md b/data/jurisdictions/us/states/tn/people/justin-jones.md
index 9d868f79bc..1b35170f88 100644
--- a/data/jurisdictions/us/states/tn/people/justin-jones.md
+++ b/data/jurisdictions/us/states/tn/people/justin-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 52"
+represents: "us/states/tn/districts/house/52"
 tenure:
   start: "2023-04-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 52 (TN State House of Representatives District 52).
 
+Represents [TN State House of Representatives District 52](/us/states/tn/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/justin-lafferty.md b/data/jurisdictions/us/states/tn/people/justin-lafferty.md
index e91e525c8a..1abe2c4fe3 100644
--- a/data/jurisdictions/us/states/tn/people/justin-lafferty.md
+++ b/data/jurisdictions/us/states/tn/people/justin-lafferty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 89"
+represents: "us/states/tn/districts/house/89"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 89 (TN State House of Representatives District 89).
 
+Represents [TN State House of Representatives District 89](/us/states/tn/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/justin-pearson.md b/data/jurisdictions/us/states/tn/people/justin-pearson.md
index 1fed0b3012..0db5eba1ea 100644
--- a/data/jurisdictions/us/states/tn/people/justin-pearson.md
+++ b/data/jurisdictions/us/states/tn/people/justin-pearson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 86"
+represents: "us/states/tn/districts/house/86"
 tenure:
   start: "2023-04-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 86 (TN State House of Representatives District 86).
 
+Represents [TN State House of Representatives District 86](/us/states/tn/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/karen-camper.md b/data/jurisdictions/us/states/tn/people/karen-camper.md
index 2470dfa894..5a0e976d07 100644
--- a/data/jurisdictions/us/states/tn/people/karen-camper.md
+++ b/data/jurisdictions/us/states/tn/people/karen-camper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 87"
+represents: "us/states/tn/districts/house/87"
 tenure:
   start: "2008-03-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 87 (TN State House of Representatives District 87).
 
+Represents [TN State House of Representatives District 87](/us/states/tn/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/kelly-keisling.md b/data/jurisdictions/us/states/tn/people/kelly-keisling.md
index 204bbb0b6f..7fe0154a50 100644
--- a/data/jurisdictions/us/states/tn/people/kelly-keisling.md
+++ b/data/jurisdictions/us/states/tn/people/kelly-keisling.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 38"
+represents: "us/states/tn/districts/house/38"
 tenure:
   start: "2010-11-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 38 (TN State House of Representatives District 38).
 
+Represents [TN State House of Representatives District 38](/us/states/tn/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/ken-yager.md b/data/jurisdictions/us/states/tn/people/ken-yager.md
index 9c6def09c5..3550a05f9c 100644
--- a/data/jurisdictions/us/states/tn/people/ken-yager.md
+++ b/data/jurisdictions/us/states/tn/people/ken-yager.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 12"
+represents: "us/states/tn/districts/senate/12"
 tenure:
   start: "2009-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 12 (TN State Senate District 12).
 
+Represents [TN State Senate District 12](/us/states/tn/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/kerry-roberts.md b/data/jurisdictions/us/states/tn/people/kerry-roberts.md
index a1603ccca4..801b798dc3 100644
--- a/data/jurisdictions/us/states/tn/people/kerry-roberts.md
+++ b/data/jurisdictions/us/states/tn/people/kerry-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 23"
+represents: "us/states/tn/districts/senate/23"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 23 (TN State Senate District 23).
 
+Represents [TN State Senate District 23](/us/states/tn/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/kevin-raper.md b/data/jurisdictions/us/states/tn/people/kevin-raper.md
index 80adca22cf..cc0e7ada6a 100644
--- a/data/jurisdictions/us/states/tn/people/kevin-raper.md
+++ b/data/jurisdictions/us/states/tn/people/kevin-raper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 24"
+represents: "us/states/tn/districts/house/24"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 24 (TN State House of Representatives District 24).
 
+Represents [TN State House of Representatives District 24](/us/states/tn/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/kevin-vaughan.md b/data/jurisdictions/us/states/tn/people/kevin-vaughan.md
index e0f815193f..2526e04408 100644
--- a/data/jurisdictions/us/states/tn/people/kevin-vaughan.md
+++ b/data/jurisdictions/us/states/tn/people/kevin-vaughan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 95"
+represents: "us/states/tn/districts/house/95"
 tenure:
   start: "2017-06-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 95 (TN State House of Representatives District 95).
 
+Represents [TN State House of Representatives District 95](/us/states/tn/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/kip-capley.md b/data/jurisdictions/us/states/tn/people/kip-capley.md
index 032c9cbfed..006b6e25b2 100644
--- a/data/jurisdictions/us/states/tn/people/kip-capley.md
+++ b/data/jurisdictions/us/states/tn/people/kip-capley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 71"
+represents: "us/states/tn/districts/house/71"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 71 (TN State House of Representatives District 71).
 
+Represents [TN State House of Representatives District 71](/us/states/tn/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/kirk-haston.md b/data/jurisdictions/us/states/tn/people/kirk-haston.md
index 79e6478501..87200e951f 100644
--- a/data/jurisdictions/us/states/tn/people/kirk-haston.md
+++ b/data/jurisdictions/us/states/tn/people/kirk-haston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 72"
+represents: "us/states/tn/districts/house/72"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 72 (TN State House of Representatives District 72).
 
+Represents [TN State House of Representatives District 72](/us/states/tn/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/larry-miller.md b/data/jurisdictions/us/states/tn/people/larry-miller.md
index 240e85376b..7b822c7012 100644
--- a/data/jurisdictions/us/states/tn/people/larry-miller.md
+++ b/data/jurisdictions/us/states/tn/people/larry-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 88"
+represents: "us/states/tn/districts/house/88"
 tenure:
   start: "1994-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 88 (TN State House of Representatives District 88).
 
+Represents [TN State House of Representatives District 88](/us/states/tn/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/lee-reeves.md b/data/jurisdictions/us/states/tn/people/lee-reeves.md
index f8fc4f8310..e969741b0a 100644
--- a/data/jurisdictions/us/states/tn/people/lee-reeves.md
+++ b/data/jurisdictions/us/states/tn/people/lee-reeves.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 65"
+represents: "us/states/tn/districts/house/65"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 65 (TN State House of Representatives District 65).
 
+Represents [TN State House of Representatives District 65](/us/states/tn/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/london-lamar.md b/data/jurisdictions/us/states/tn/people/london-lamar.md
index 6ecf392d82..66d3933d25 100644
--- a/data/jurisdictions/us/states/tn/people/london-lamar.md
+++ b/data/jurisdictions/us/states/tn/people/london-lamar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 33"
+represents: "us/states/tn/districts/senate/33"
 tenure:
   start: "2022-03-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 33 (TN State Senate District 33).
 
+Represents [TN State Senate District 33](/us/states/tn/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/lowell-russell.md b/data/jurisdictions/us/states/tn/people/lowell-russell.md
index 6c8febbd2b..f98e94ce0a 100644
--- a/data/jurisdictions/us/states/tn/people/lowell-russell.md
+++ b/data/jurisdictions/us/states/tn/people/lowell-russell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 21"
+represents: "us/states/tn/districts/house/21"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 21 (TN State House of Representatives District 21).
 
+Represents [TN State House of Representatives District 21](/us/states/tn/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/mark-cochran.md b/data/jurisdictions/us/states/tn/people/mark-cochran.md
index 88f8994732..1408e8d25a 100644
--- a/data/jurisdictions/us/states/tn/people/mark-cochran.md
+++ b/data/jurisdictions/us/states/tn/people/mark-cochran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 23"
+represents: "us/states/tn/districts/house/23"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 23 (TN State House of Representatives District 23).
 
+Represents [TN State House of Representatives District 23](/us/states/tn/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/mark-pody.md b/data/jurisdictions/us/states/tn/people/mark-pody.md
index b3553ec9e0..9ebfcb9575 100644
--- a/data/jurisdictions/us/states/tn/people/mark-pody.md
+++ b/data/jurisdictions/us/states/tn/people/mark-pody.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 17"
+represents: "us/states/tn/districts/senate/17"
 tenure:
   start: "2017-12-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 17 (TN State Senate District 17).
 
+Represents [TN State Senate District 17](/us/states/tn/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/mark-white.md b/data/jurisdictions/us/states/tn/people/mark-white.md
index b794a0e549..4a3782b984 100644
--- a/data/jurisdictions/us/states/tn/people/mark-white.md
+++ b/data/jurisdictions/us/states/tn/people/mark-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 83"
+represents: "us/states/tn/districts/house/83"
 tenure:
   start: "2010-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 83 (TN State House of Representatives District 83).
 
+Represents [TN State House of Representatives District 83](/us/states/tn/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/mary-littleton.md b/data/jurisdictions/us/states/tn/people/mary-littleton.md
index 5b7e350802..dcb13f749a 100644
--- a/data/jurisdictions/us/states/tn/people/mary-littleton.md
+++ b/data/jurisdictions/us/states/tn/people/mary-littleton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 78"
+represents: "us/states/tn/districts/house/78"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 78 (TN State House of Representatives District 78).
 
+Represents [TN State House of Representatives District 78](/us/states/tn/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/michael-hale.md b/data/jurisdictions/us/states/tn/people/michael-hale.md
index 24c215d725..9ff7b715f9 100644
--- a/data/jurisdictions/us/states/tn/people/michael-hale.md
+++ b/data/jurisdictions/us/states/tn/people/michael-hale.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 40"
+represents: "us/states/tn/districts/house/40"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 40 (TN State House of Representatives District 40).
 
+Represents [TN State House of Representatives District 40](/us/states/tn/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/michael-lankford.md b/data/jurisdictions/us/states/tn/people/michael-lankford.md
index b2565c284a..0a3e041b2b 100644
--- a/data/jurisdictions/us/states/tn/people/michael-lankford.md
+++ b/data/jurisdictions/us/states/tn/people/michael-lankford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 75"
+represents: "us/states/tn/districts/house/75"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 75 (TN State House of Representatives District 75).
 
+Represents [TN State House of Representatives District 75](/us/states/tn/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/michele-carringer.md b/data/jurisdictions/us/states/tn/people/michele-carringer.md
index a3f61cf99f..201f68b466 100644
--- a/data/jurisdictions/us/states/tn/people/michele-carringer.md
+++ b/data/jurisdictions/us/states/tn/people/michele-carringer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 16"
+represents: "us/states/tn/districts/house/16"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 16 (TN State House of Representatives District 16).
 
+Represents [TN State House of Representatives District 16](/us/states/tn/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/michele-reneau.md b/data/jurisdictions/us/states/tn/people/michele-reneau.md
index fad2442196..8e08bed365 100644
--- a/data/jurisdictions/us/states/tn/people/michele-reneau.md
+++ b/data/jurisdictions/us/states/tn/people/michele-reneau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 27"
+represents: "us/states/tn/districts/house/27"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 27 (TN State House of Representatives District 27).
 
+Represents [TN State House of Representatives District 27](/us/states/tn/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/mike-sparks.md b/data/jurisdictions/us/states/tn/people/mike-sparks.md
index 43d7462cbe..66502335ce 100644
--- a/data/jurisdictions/us/states/tn/people/mike-sparks.md
+++ b/data/jurisdictions/us/states/tn/people/mike-sparks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 49"
+represents: "us/states/tn/districts/house/49"
 tenure:
   start: "2010-11-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 49 (TN State House of Representatives District 49).
 
+Represents [TN State House of Representatives District 49](/us/states/tn/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/monty-fritts.md b/data/jurisdictions/us/states/tn/people/monty-fritts.md
index 3c51d23dc5..8f52f2cb6c 100644
--- a/data/jurisdictions/us/states/tn/people/monty-fritts.md
+++ b/data/jurisdictions/us/states/tn/people/monty-fritts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 32"
+represents: "us/states/tn/districts/house/32"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 32 (TN State House of Representatives District 32).
 
+Represents [TN State House of Representatives District 32](/us/states/tn/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/page-walley.md b/data/jurisdictions/us/states/tn/people/page-walley.md
index 9c4af50d1d..aad86cbd88 100644
--- a/data/jurisdictions/us/states/tn/people/page-walley.md
+++ b/data/jurisdictions/us/states/tn/people/page-walley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 26"
+represents: "us/states/tn/districts/senate/26"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 26 (TN State Senate District 26).
 
+Represents [TN State Senate District 26](/us/states/tn/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/pat-marsh.md b/data/jurisdictions/us/states/tn/people/pat-marsh.md
index c144414be7..f960aa55b5 100644
--- a/data/jurisdictions/us/states/tn/people/pat-marsh.md
+++ b/data/jurisdictions/us/states/tn/people/pat-marsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 62"
+represents: "us/states/tn/districts/house/62"
 tenure:
   start: "2009-10-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 62 (TN State House of Representatives District 62).
 
+Represents [TN State House of Representatives District 62](/us/states/tn/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/paul-bailey.md b/data/jurisdictions/us/states/tn/people/paul-bailey.md
index 7ff7f6bb7f..e86e487bc5 100644
--- a/data/jurisdictions/us/states/tn/people/paul-bailey.md
+++ b/data/jurisdictions/us/states/tn/people/paul-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 15"
+represents: "us/states/tn/districts/senate/15"
 tenure:
   start: "2014-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 15 (TN State Senate District 15).
 
+Represents [TN State Senate District 15](/us/states/tn/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/paul-rose.md b/data/jurisdictions/us/states/tn/people/paul-rose.md
index 7c9a38f5cb..57fcd0910c 100644
--- a/data/jurisdictions/us/states/tn/people/paul-rose.md
+++ b/data/jurisdictions/us/states/tn/people/paul-rose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 32"
+represents: "us/states/tn/districts/senate/32"
 tenure:
   start: "2019-03-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 32 (TN State Senate District 32).
 
+Represents [TN State Senate District 32](/us/states/tn/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/paul-sherrell.md b/data/jurisdictions/us/states/tn/people/paul-sherrell.md
index 0e58db75ba..be86265b98 100644
--- a/data/jurisdictions/us/states/tn/people/paul-sherrell.md
+++ b/data/jurisdictions/us/states/tn/people/paul-sherrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 43"
+represents: "us/states/tn/districts/house/43"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 43 (TN State House of Representatives District 43).
 
+Represents [TN State House of Representatives District 43](/us/states/tn/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/randy-mcnally.md b/data/jurisdictions/us/states/tn/people/randy-mcnally.md
index d8d1e72ad8..0d3b7cbf0c 100644
--- a/data/jurisdictions/us/states/tn/people/randy-mcnally.md
+++ b/data/jurisdictions/us/states/tn/people/randy-mcnally.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 5"
+represents: "us/states/tn/districts/senate/5"
 tenure:
   start: "1987-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 5 (TN State Senate District 5).
 
+Represents [TN State Senate District 5](/us/states/tn/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/raumesh-akbari.md b/data/jurisdictions/us/states/tn/people/raumesh-akbari.md
index fc79bd1af6..d6af21af66 100644
--- a/data/jurisdictions/us/states/tn/people/raumesh-akbari.md
+++ b/data/jurisdictions/us/states/tn/people/raumesh-akbari.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 29"
+represents: "us/states/tn/districts/senate/29"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 29 (TN State Senate District 29).
 
+Represents [TN State Senate District 29](/us/states/tn/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/renea-jones.md b/data/jurisdictions/us/states/tn/people/renea-jones.md
index 1393590a3a..803288643d 100644
--- a/data/jurisdictions/us/states/tn/people/renea-jones.md
+++ b/data/jurisdictions/us/states/tn/people/renea-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 4"
+represents: "us/states/tn/districts/house/4"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 4 (TN State House of Representatives District 4).
 
+Represents [TN State House of Representatives District 4](/us/states/tn/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/richard-briggs.md b/data/jurisdictions/us/states/tn/people/richard-briggs.md
index 9b47cb6bef..6817390fd4 100644
--- a/data/jurisdictions/us/states/tn/people/richard-briggs.md
+++ b/data/jurisdictions/us/states/tn/people/richard-briggs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 7"
+represents: "us/states/tn/districts/senate/7"
 tenure:
   start: "2014-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 7 (TN State Senate District 7).
 
+Represents [TN State Senate District 7](/us/states/tn/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/rick-eldridge.md b/data/jurisdictions/us/states/tn/people/rick-eldridge.md
index 43932652ca..e2ee9acb6f 100644
--- a/data/jurisdictions/us/states/tn/people/rick-eldridge.md
+++ b/data/jurisdictions/us/states/tn/people/rick-eldridge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 10"
+represents: "us/states/tn/districts/house/10"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 10 (TN State House of Representatives District 10).
 
+Represents [TN State House of Representatives District 10](/us/states/tn/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/rick-scarbrough.md b/data/jurisdictions/us/states/tn/people/rick-scarbrough.md
index 3e10148f08..77e3baea2b 100644
--- a/data/jurisdictions/us/states/tn/people/rick-scarbrough.md
+++ b/data/jurisdictions/us/states/tn/people/rick-scarbrough.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 33"
+represents: "us/states/tn/districts/house/33"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 33 (TN State House of Representatives District 33).
 
+Represents [TN State House of Representatives District 33](/us/states/tn/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/robert-stevens.md b/data/jurisdictions/us/states/tn/people/robert-stevens.md
index 08d154593d..62f8c700c6 100644
--- a/data/jurisdictions/us/states/tn/people/robert-stevens.md
+++ b/data/jurisdictions/us/states/tn/people/robert-stevens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 13"
+represents: "us/states/tn/districts/house/13"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 13 (TN State House of Representatives District 13).
 
+Represents [TN State House of Representatives District 13](/us/states/tn/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/ron-gant.md b/data/jurisdictions/us/states/tn/people/ron-gant.md
index aa9c6e7a07..8f6e4cfff1 100644
--- a/data/jurisdictions/us/states/tn/people/ron-gant.md
+++ b/data/jurisdictions/us/states/tn/people/ron-gant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 94"
+represents: "us/states/tn/districts/house/94"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 94 (TN State House of Representatives District 94).
 
+Represents [TN State House of Representatives District 94](/us/states/tn/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/ron-travis.md b/data/jurisdictions/us/states/tn/people/ron-travis.md
index ba093967ee..d6f8d4335d 100644
--- a/data/jurisdictions/us/states/tn/people/ron-travis.md
+++ b/data/jurisdictions/us/states/tn/people/ron-travis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 31"
+represents: "us/states/tn/districts/house/31"
 tenure:
   start: "2012-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 31 (TN State House of Representatives District 31).
 
+Represents [TN State House of Representatives District 31](/us/states/tn/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/ronnie-glynn.md b/data/jurisdictions/us/states/tn/people/ronnie-glynn.md
index 2c9498323e..c538e615b6 100644
--- a/data/jurisdictions/us/states/tn/people/ronnie-glynn.md
+++ b/data/jurisdictions/us/states/tn/people/ronnie-glynn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 67"
+represents: "us/states/tn/districts/house/67"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 67 (TN State House of Representatives District 67).
 
+Represents [TN State House of Representatives District 67](/us/states/tn/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/rush-bricken.md b/data/jurisdictions/us/states/tn/people/rush-bricken.md
index 61db870c84..a4da076745 100644
--- a/data/jurisdictions/us/states/tn/people/rush-bricken.md
+++ b/data/jurisdictions/us/states/tn/people/rush-bricken.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 47"
+represents: "us/states/tn/districts/house/47"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 47 (TN State House of Representatives District 47).
 
+Represents [TN State House of Representatives District 47](/us/states/tn/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/rusty-crowe.md b/data/jurisdictions/us/states/tn/people/rusty-crowe.md
index 2e7c773a0e..c3aff68808 100644
--- a/data/jurisdictions/us/states/tn/people/rusty-crowe.md
+++ b/data/jurisdictions/us/states/tn/people/rusty-crowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 3"
+represents: "us/states/tn/districts/senate/3"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 3 (TN State Senate District 3).
 
+Represents [TN State Senate District 3](/us/states/tn/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/rusty-grills.md b/data/jurisdictions/us/states/tn/people/rusty-grills.md
index 788960213f..ed2aeeac91 100644
--- a/data/jurisdictions/us/states/tn/people/rusty-grills.md
+++ b/data/jurisdictions/us/states/tn/people/rusty-grills.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 77"
+represents: "us/states/tn/districts/house/77"
 tenure:
   start: "2020-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 77 (TN State House of Representatives District 77).
 
+Represents [TN State House of Representatives District 77](/us/states/tn/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/ryan-williams.md b/data/jurisdictions/us/states/tn/people/ryan-williams.md
index 61f9d096a3..c3239c7f99 100644
--- a/data/jurisdictions/us/states/tn/people/ryan-williams.md
+++ b/data/jurisdictions/us/states/tn/people/ryan-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 42"
+represents: "us/states/tn/districts/house/42"
 tenure:
   start: "2011-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 42 (TN State House of Representatives District 42).
 
+Represents [TN State House of Representatives District 42](/us/states/tn/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/sam-mckenzie.md b/data/jurisdictions/us/states/tn/people/sam-mckenzie.md
index ba1e081183..4045645c92 100644
--- a/data/jurisdictions/us/states/tn/people/sam-mckenzie.md
+++ b/data/jurisdictions/us/states/tn/people/sam-mckenzie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 15"
+represents: "us/states/tn/districts/house/15"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 15 (TN State House of Representatives District 15).
 
+Represents [TN State House of Representatives District 15](/us/states/tn/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/sara-kyle.md b/data/jurisdictions/us/states/tn/people/sara-kyle.md
index e4f183b519..2ae8f678d5 100644
--- a/data/jurisdictions/us/states/tn/people/sara-kyle.md
+++ b/data/jurisdictions/us/states/tn/people/sara-kyle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 30"
+represents: "us/states/tn/districts/senate/30"
 tenure:
   start: "2014-11-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 30 (TN State Senate District 30).
 
+Represents [TN State Senate District 30](/us/states/tn/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/scott-cepicky.md b/data/jurisdictions/us/states/tn/people/scott-cepicky.md
index b408280153..86a60ea81f 100644
--- a/data/jurisdictions/us/states/tn/people/scott-cepicky.md
+++ b/data/jurisdictions/us/states/tn/people/scott-cepicky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 64"
+represents: "us/states/tn/districts/house/64"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 64 (TN State House of Representatives District 64).
 
+Represents [TN State House of Representatives District 64](/us/states/tn/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/shane-reeves.md b/data/jurisdictions/us/states/tn/people/shane-reeves.md
index 2c55776f9b..6eff2cfcab 100644
--- a/data/jurisdictions/us/states/tn/people/shane-reeves.md
+++ b/data/jurisdictions/us/states/tn/people/shane-reeves.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 14"
+represents: "us/states/tn/districts/senate/14"
 tenure:
   start: "2018-03-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 14 (TN State Senate District 14).
 
+Represents [TN State Senate District 14](/us/states/tn/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/shaundelle-brooks.md b/data/jurisdictions/us/states/tn/people/shaundelle-brooks.md
index 960eed6d63..0152a14215 100644
--- a/data/jurisdictions/us/states/tn/people/shaundelle-brooks.md
+++ b/data/jurisdictions/us/states/tn/people/shaundelle-brooks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 60"
+represents: "us/states/tn/districts/house/60"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 60 (TN State House of Representatives District 60).
 
+Represents [TN State House of Representatives District 60](/us/states/tn/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/steve-southerland.md b/data/jurisdictions/us/states/tn/people/steve-southerland.md
index ff73bc49cb..656cf90687 100644
--- a/data/jurisdictions/us/states/tn/people/steve-southerland.md
+++ b/data/jurisdictions/us/states/tn/people/steve-southerland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 9"
+represents: "us/states/tn/districts/senate/9"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 9 (TN State Senate District 9).
 
+Represents [TN State Senate District 9](/us/states/tn/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/susan-lynn.md b/data/jurisdictions/us/states/tn/people/susan-lynn.md
index 40b9a09f66..e5cefcb3d2 100644
--- a/data/jurisdictions/us/states/tn/people/susan-lynn.md
+++ b/data/jurisdictions/us/states/tn/people/susan-lynn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 57"
+represents: "us/states/tn/districts/house/57"
 tenure:
   start: "2012-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 57 (TN State House of Representatives District 57).
 
+Represents [TN State House of Representatives District 57](/us/states/tn/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/t-j-hardaway.md b/data/jurisdictions/us/states/tn/people/t-j-hardaway.md
index fc774a3f9f..4d40b762ed 100644
--- a/data/jurisdictions/us/states/tn/people/t-j-hardaway.md
+++ b/data/jurisdictions/us/states/tn/people/t-j-hardaway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 93"
+represents: "us/states/tn/districts/house/93"
 tenure:
   start: "2026-05-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 93 (TN State House of Representatives District 93).
 
+Represents [TN State House of Representatives District 93](/us/states/tn/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/tandy-darby.md b/data/jurisdictions/us/states/tn/people/tandy-darby.md
index a97c9e9b17..fe6710a6ec 100644
--- a/data/jurisdictions/us/states/tn/people/tandy-darby.md
+++ b/data/jurisdictions/us/states/tn/people/tandy-darby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 76"
+represents: "us/states/tn/districts/house/76"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 76 (TN State House of Representatives District 76).
 
+Represents [TN State House of Representatives District 76](/us/states/tn/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/tim-hicks.md b/data/jurisdictions/us/states/tn/people/tim-hicks.md
index 402bd087a6..81bf97dba2 100644
--- a/data/jurisdictions/us/states/tn/people/tim-hicks.md
+++ b/data/jurisdictions/us/states/tn/people/tim-hicks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 6"
+represents: "us/states/tn/districts/house/6"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 6 (TN State House of Representatives District 6).
 
+Represents [TN State House of Representatives District 6](/us/states/tn/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/tim-rudd.md b/data/jurisdictions/us/states/tn/people/tim-rudd.md
index 6fedd71cf9..02b1585d89 100644
--- a/data/jurisdictions/us/states/tn/people/tim-rudd.md
+++ b/data/jurisdictions/us/states/tn/people/tim-rudd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 34"
+represents: "us/states/tn/districts/house/34"
 tenure:
   start: "2016-11-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 34 (TN State House of Representatives District 34).
 
+Represents [TN State House of Representatives District 34](/us/states/tn/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/timothy-hill.md b/data/jurisdictions/us/states/tn/people/timothy-hill.md
index 897c2e36d7..2b8fc4e49b 100644
--- a/data/jurisdictions/us/states/tn/people/timothy-hill.md
+++ b/data/jurisdictions/us/states/tn/people/timothy-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 3"
+represents: "us/states/tn/districts/house/3"
 tenure:
   start: "2023-05-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 3 (TN State House of Representatives District 3).
 
+Represents [TN State House of Representatives District 3](/us/states/tn/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/todd-gardenhire.md b/data/jurisdictions/us/states/tn/people/todd-gardenhire.md
index a2d89349b6..b53a36256b 100644
--- a/data/jurisdictions/us/states/tn/people/todd-gardenhire.md
+++ b/data/jurisdictions/us/states/tn/people/todd-gardenhire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 10"
+represents: "us/states/tn/districts/senate/10"
 tenure:
   start: "2012-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 10 (TN State Senate District 10).
 
+Represents [TN State Senate District 10](/us/states/tn/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/todd-warner.md b/data/jurisdictions/us/states/tn/people/todd-warner.md
index cc16dd28f2..5257b58932 100644
--- a/data/jurisdictions/us/states/tn/people/todd-warner.md
+++ b/data/jurisdictions/us/states/tn/people/todd-warner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 92"
+represents: "us/states/tn/districts/house/92"
 tenure:
   start: "2020-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 92 (TN State House of Representatives District 92).
 
+Represents [TN State House of Representatives District 92](/us/states/tn/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/tom-hatcher.md b/data/jurisdictions/us/states/tn/people/tom-hatcher.md
index d8a10a99d1..42cf990272 100644
--- a/data/jurisdictions/us/states/tn/people/tom-hatcher.md
+++ b/data/jurisdictions/us/states/tn/people/tom-hatcher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State Senate District 2"
+represents: "us/states/tn/districts/senate/2"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN Senate District 2 (TN State Senate District 2).
 
+Represents [TN State Senate District 2](/us/states/tn/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/tom-leatherwood.md b/data/jurisdictions/us/states/tn/people/tom-leatherwood.md
index b5233195b3..6b60743871 100644
--- a/data/jurisdictions/us/states/tn/people/tom-leatherwood.md
+++ b/data/jurisdictions/us/states/tn/people/tom-leatherwood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 99"
+represents: "us/states/tn/districts/house/99"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 99 (TN State House of Representatives District 99).
 
+Represents [TN State House of Representatives District 99](/us/states/tn/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/tommy-stinnett.md b/data/jurisdictions/us/states/tn/people/tommy-stinnett.md
index e97f5354f3..3a93882492 100644
--- a/data/jurisdictions/us/states/tn/people/tommy-stinnett.md
+++ b/data/jurisdictions/us/states/tn/people/tommy-stinnett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 20"
+represents: "us/states/tn/districts/house/20"
 tenure:
   start: "2024-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 20 (TN State House of Representatives District 20).
 
+Represents [TN State House of Representatives District 20](/us/states/tn/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/torrey-harris.md b/data/jurisdictions/us/states/tn/people/torrey-harris.md
index e5f354478c..cde439371e 100644
--- a/data/jurisdictions/us/states/tn/people/torrey-harris.md
+++ b/data/jurisdictions/us/states/tn/people/torrey-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 91"
+represents: "us/states/tn/districts/house/91"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 91 (TN State House of Representatives District 91).
 
+Represents [TN State House of Representatives District 91](/us/states/tn/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/vincent-dixie.md b/data/jurisdictions/us/states/tn/people/vincent-dixie.md
index 15b24010e9..29aff48ca4 100644
--- a/data/jurisdictions/us/states/tn/people/vincent-dixie.md
+++ b/data/jurisdictions/us/states/tn/people/vincent-dixie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 54"
+represents: "us/states/tn/districts/house/54"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 54 (TN State House of Representatives District 54).
 
+Represents [TN State House of Representatives District 54](/us/states/tn/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/william-lamberth.md b/data/jurisdictions/us/states/tn/people/william-lamberth.md
index 2e9c9902b3..3db75ccc9a 100644
--- a/data/jurisdictions/us/states/tn/people/william-lamberth.md
+++ b/data/jurisdictions/us/states/tn/people/william-lamberth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 44"
+represents: "us/states/tn/districts/house/44"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 44 (TN State House of Representatives District 44).
 
+Represents [TN State House of Representatives District 44](/us/states/tn/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/william-slater.md b/data/jurisdictions/us/states/tn/people/william-slater.md
index d6667c56e7..11af63f386 100644
--- a/data/jurisdictions/us/states/tn/people/william-slater.md
+++ b/data/jurisdictions/us/states/tn/people/william-slater.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 35"
+represents: "us/states/tn/districts/house/35"
 tenure:
   start: "2022-11-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 35 (TN State House of Representatives District 35).
 
+Represents [TN State House of Representatives District 35](/us/states/tn/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tn/people/yusuf-hakeem.md b/data/jurisdictions/us/states/tn/people/yusuf-hakeem.md
index 4c305a74ec..b8c780460f 100644
--- a/data/jurisdictions/us/states/tn/people/yusuf-hakeem.md
+++ b/data/jurisdictions/us/states/tn/people/yusuf-hakeem.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TN"
 district: "TN State House of Representatives District 28"
+represents: "us/states/tn/districts/house/28"
 tenure:
   start: "2018-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TN House District 28 (TN State House of Representatives District 28).
 
+Represents [TN State House of Representatives District 28](/us/states/tn/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/counties/anderson/index.md b/data/jurisdictions/us/states/tx/counties/anderson/index.md
index c3dca684ed..363aa4893f 100644
--- a/data/jurisdictions/us/states/tx/counties/anderson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/anderson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 854
   hispanic: 11442
   bachelors_plus: 8408
+districts:
+  - to: "us/states/tx/districts/06"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/8"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11442 |
 | Bachelor's or higher | 8408 |
 
+## Districts
+
+- [TX-06](/us/states/tx/districts/06.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 8](/us/states/tx/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/andrews/index.md b/data/jurisdictions/us/states/tx/counties/andrews/index.md
index f66b8c893f..69af4b12c9 100644
--- a/data/jurisdictions/us/states/tx/counties/andrews/index.md
+++ b/data/jurisdictions/us/states/tx/counties/andrews/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 64
   hispanic: 10707
   bachelors_plus: 2348
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10707 |
 | Bachelor's or higher | 2348 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/angelina/index.md b/data/jurisdictions/us/states/tx/counties/angelina/index.md
index 8b9519bb9e..25a5a024ba 100644
--- a/data/jurisdictions/us/states/tx/counties/angelina/index.md
+++ b/data/jurisdictions/us/states/tx/counties/angelina/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 899
   hispanic: 20528
   bachelors_plus: 14156
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/9"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 20528 |
 | Bachelor's or higher | 14156 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 9](/us/states/tx/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/aransas/index.md b/data/jurisdictions/us/states/tx/counties/aransas/index.md
index 4999ac9940..7390fe1d40 100644
--- a/data/jurisdictions/us/states/tx/counties/aransas/index.md
+++ b/data/jurisdictions/us/states/tx/counties/aransas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 330
   hispanic: 6736
   bachelors_plus: 7136
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.5931
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.5493
+  - to: "us/states/tx/districts/house/32"
+    rel: in-district
+    area_weight: 0.5492
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6736 |
 | Bachelor's or higher | 7136 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 59% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 55% (state senate)
+- [TX House District 32](/us/states/tx/districts/house/32.md) — 55% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/archer/index.md b/data/jurisdictions/us/states/tx/counties/archer/index.md
index 1ab6c4da75..0e12ba7797 100644
--- a/data/jurisdictions/us/states/tx/counties/archer/index.md
+++ b/data/jurisdictions/us/states/tx/counties/archer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 85
   hispanic: 837
   bachelors_plus: 2084
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 837 |
 | Bachelor's or higher | 2084 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/armstrong/index.md b/data/jurisdictions/us/states/tx/counties/armstrong/index.md
index ae751d7beb..a0ff0c37a8 100644
--- a/data/jurisdictions/us/states/tx/counties/armstrong/index.md
+++ b/data/jurisdictions/us/states/tx/counties/armstrong/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 218
   bachelors_plus: 486
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/86"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 218 |
 | Bachelor's or higher | 486 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 86](/us/states/tx/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/atascosa/index.md b/data/jurisdictions/us/states/tx/counties/atascosa/index.md
index 894ae9e1cf..5faf3e399c 100644
--- a/data/jurisdictions/us/states/tx/counties/atascosa/index.md
+++ b/data/jurisdictions/us/states/tx/counties/atascosa/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 441
   hispanic: 33363
   bachelors_plus: 6427
+districts:
+  - to: "us/states/tx/districts/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.7563
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.2436
+  - to: "us/states/tx/districts/house/80"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 33363 |
 | Bachelor's or higher | 6427 |
 
+## Districts
+
+- [TX-28](/us/states/tx/districts/28.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 76% (state senate)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 24% (state senate)
+- [TX House District 80](/us/states/tx/districts/house/80.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/austin/index.md b/data/jurisdictions/us/states/tx/counties/austin/index.md
index c3afe40c4d..5515ccd461 100644
--- a/data/jurisdictions/us/states/tx/counties/austin/index.md
+++ b/data/jurisdictions/us/states/tx/counties/austin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 115
   hispanic: 8661
   bachelors_plus: 6815
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/85"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8661 |
 | Bachelor's or higher | 6815 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 85](/us/states/tx/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/bailey/index.md b/data/jurisdictions/us/states/tx/counties/bailey/index.md
index a5a16f27c4..55bbc47038 100644
--- a/data/jurisdictions/us/states/tx/counties/bailey/index.md
+++ b/data/jurisdictions/us/states/tx/counties/bailey/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 4565
   bachelors_plus: 802
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4565 |
 | Bachelor's or higher | 802 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/bandera/index.md b/data/jurisdictions/us/states/tx/counties/bandera/index.md
index b6b9453299..5a3f7de392 100644
--- a/data/jurisdictions/us/states/tx/counties/bandera/index.md
+++ b/data/jurisdictions/us/states/tx/counties/bandera/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 131
   hispanic: 4619
   bachelors_plus: 6494
+districts:
+  - to: "us/states/tx/districts/21"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4619 |
 | Bachelor's or higher | 6494 |
 
+## Districts
+
+- [TX-21](/us/states/tx/districts/21.md) — 100% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/bastrop/index.md b/data/jurisdictions/us/states/tx/counties/bastrop/index.md
index c8707b0b90..6d239faa4a 100644
--- a/data/jurisdictions/us/states/tx/counties/bastrop/index.md
+++ b/data/jurisdictions/us/states/tx/counties/bastrop/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1279
   hispanic: 48002
   bachelors_plus: 23649
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.5146
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.4853
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/17"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 48002 |
 | Bachelor's or higher | 23649 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 51% (congressional)
+- [TX-27](/us/states/tx/districts/27.md) — 49% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 100% (state senate)
+- [TX House District 17](/us/states/tx/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/baylor/index.md b/data/jurisdictions/us/states/tx/counties/baylor/index.md
index 9c83358a9c..a21502b998 100644
--- a/data/jurisdictions/us/states/tx/counties/baylor/index.md
+++ b/data/jurisdictions/us/states/tx/counties/baylor/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 458
   bachelors_plus: 795
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 458 |
 | Bachelor's or higher | 795 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/bee/index.md b/data/jurisdictions/us/states/tx/counties/bee/index.md
index 189427a635..b788ac4631 100644
--- a/data/jurisdictions/us/states/tx/counties/bee/index.md
+++ b/data/jurisdictions/us/states/tx/counties/bee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 218
   hispanic: 19208
   bachelors_plus: 3926
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tx/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/43"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 19208 |
 | Bachelor's or higher | 3926 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 100% (congressional)
+- [TX Senate District 27](/us/states/tx/districts/senate/27.md) — 100% (state senate)
+- [TX House District 43](/us/states/tx/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/bell/index.md b/data/jurisdictions/us/states/tx/counties/bell/index.md
index eed48d8e4e..47385de985 100644
--- a/data/jurisdictions/us/states/tx/counties/bell/index.md
+++ b/data/jurisdictions/us/states/tx/counties/bell/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3317
   hispanic: 101713
   bachelors_plus: 86658
+districts:
+  - to: "us/states/tx/districts/31"
+    rel: in-district
+    area_weight: 0.8349
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.165
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/54"
+    rel: in-district
+    area_weight: 0.8062
+  - to: "us/states/tx/districts/house/55"
+    rel: in-district
+    area_weight: 0.1936
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 101713 |
 | Bachelor's or higher | 86658 |
 
+## Districts
+
+- [TX-31](/us/states/tx/districts/31.md) — 83% (congressional)
+- [TX-11](/us/states/tx/districts/11.md) — 16% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 54](/us/states/tx/districts/house/54.md) — 81% (state house)
+- [TX House District 55](/us/states/tx/districts/house/55.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/bexar/index.md b/data/jurisdictions/us/states/tx/counties/bexar/index.md
index 1ad146faad..c82433584b 100644
--- a/data/jurisdictions/us/states/tx/counties/bexar/index.md
+++ b/data/jurisdictions/us/states/tx/counties/bexar/index.md
@@ -22,9 +22,69 @@ demographics:
   race_native: 25205
   hispanic: 1234086
   bachelors_plus: 595909
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.4013
+  - to: "us/states/tx/districts/28"
+    rel: in-district
+    area_weight: 0.2738
+  - to: "us/states/tx/districts/20"
+    rel: in-district
+    area_weight: 0.1426
+  - to: "us/states/tx/districts/21"
+    rel: in-district
+    area_weight: 0.1136
+  - to: "us/states/tx/districts/35"
+    rel: in-district
+    area_weight: 0.0686
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.5077
+  - to: "us/states/tx/districts/senate/25"
+    rel: in-district
+    area_weight: 0.2439
+  - to: "us/states/tx/districts/senate/26"
+    rel: in-district
+    area_weight: 0.161
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0874
+  - to: "us/states/tx/districts/house/118"
+    rel: in-district
+    area_weight: 0.3832
+  - to: "us/states/tx/districts/house/122"
+    rel: in-district
+    area_weight: 0.1941
+  - to: "us/states/tx/districts/house/121"
+    rel: in-district
+    area_weight: 0.082
+  - to: "us/states/tx/districts/house/119"
+    rel: in-district
+    area_weight: 0.0738
+  - to: "us/states/tx/districts/house/117"
+    rel: in-district
+    area_weight: 0.0728
+  - to: "us/states/tx/districts/house/120"
+    rel: in-district
+    area_weight: 0.0497
+  - to: "us/states/tx/districts/house/124"
+    rel: in-district
+    area_weight: 0.0418
+  - to: "us/states/tx/districts/house/125"
+    rel: in-district
+    area_weight: 0.0358
+  - to: "us/states/tx/districts/house/123"
+    rel: in-district
+    area_weight: 0.0346
+  - to: "us/states/tx/districts/house/116"
+    rel: in-district
+    area_weight: 0.032
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +116,29 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 1234086 |
 | Bachelor's or higher | 595909 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 40% (congressional)
+- [TX-28](/us/states/tx/districts/28.md) — 27% (congressional)
+- [TX-20](/us/states/tx/districts/20.md) — 14% (congressional)
+- [TX-21](/us/states/tx/districts/21.md) — 11% (congressional)
+- [TX-35](/us/states/tx/districts/35.md) — 7% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 51% (state senate)
+- [TX Senate District 25](/us/states/tx/districts/senate/25.md) — 24% (state senate)
+- [TX Senate District 26](/us/states/tx/districts/senate/26.md) — 16% (state senate)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 9% (state senate)
+- [TX House District 118](/us/states/tx/districts/house/118.md) — 38% (state house)
+- [TX House District 122](/us/states/tx/districts/house/122.md) — 19% (state house)
+- [TX House District 121](/us/states/tx/districts/house/121.md) — 8% (state house)
+- [TX House District 119](/us/states/tx/districts/house/119.md) — 7% (state house)
+- [TX House District 117](/us/states/tx/districts/house/117.md) — 7% (state house)
+- [TX House District 120](/us/states/tx/districts/house/120.md) — 5% (state house)
+- [TX House District 124](/us/states/tx/districts/house/124.md) — 4% (state house)
+- [TX House District 125](/us/states/tx/districts/house/125.md) — 4% (state house)
+- [TX House District 123](/us/states/tx/districts/house/123.md) — 3% (state house)
+- [TX House District 116](/us/states/tx/districts/house/116.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/blanco/index.md b/data/jurisdictions/us/states/tx/counties/blanco/index.md
index f1b7e806c4..2689d39a85 100644
--- a/data/jurisdictions/us/states/tx/counties/blanco/index.md
+++ b/data/jurisdictions/us/states/tx/counties/blanco/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 2316
   bachelors_plus: 4371
+districts:
+  - to: "us/states/tx/districts/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/19"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2316 |
 | Bachelor's or higher | 4371 |
 
+## Districts
+
+- [TX-21](/us/states/tx/districts/21.md) — 100% (congressional)
+- [TX Senate District 25](/us/states/tx/districts/senate/25.md) — 100% (state senate)
+- [TX House District 19](/us/states/tx/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/borden/index.md b/data/jurisdictions/us/states/tx/counties/borden/index.md
index 8ed6d7bd55..a33b71c472 100644
--- a/data/jurisdictions/us/states/tx/counties/borden/index.md
+++ b/data/jurisdictions/us/states/tx/counties/borden/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 60
   bachelors_plus: 201
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 60 |
 | Bachelor's or higher | 201 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/bosque/index.md b/data/jurisdictions/us/states/tx/counties/bosque/index.md
index c47dfb130b..56fa02de2e 100644
--- a/data/jurisdictions/us/states/tx/counties/bosque/index.md
+++ b/data/jurisdictions/us/states/tx/counties/bosque/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 41
   hispanic: 3576
   bachelors_plus: 3687
+districts:
+  - to: "us/states/tx/districts/31"
+    rel: in-district
+    area_weight: 0.9958
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/13"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3576 |
 | Bachelor's or higher | 3687 |
 
+## Districts
+
+- [TX-31](/us/states/tx/districts/31.md) — 100% (congressional)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 100% (state senate)
+- [TX House District 13](/us/states/tx/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/bowie/index.md b/data/jurisdictions/us/states/tx/counties/bowie/index.md
index 47f81f7ccd..c1ec96ebc2 100644
--- a/data/jurisdictions/us/states/tx/counties/bowie/index.md
+++ b/data/jurisdictions/us/states/tx/counties/bowie/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 467
   hispanic: 7938
   bachelors_plus: 20253
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.6407
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.3515
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tx/districts/house/1"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 7938 |
 | Bachelor's or higher | 20253 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 64% (congressional)
+- [TX-04](/us/states/tx/districts/04.md) — 35% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 1](/us/states/tx/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/brazoria/index.md b/data/jurisdictions/us/states/tx/counties/brazoria/index.md
index 0b6c3e2443..3ebab94f36 100644
--- a/data/jurisdictions/us/states/tx/counties/brazoria/index.md
+++ b/data/jurisdictions/us/states/tx/counties/brazoria/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1831
   hispanic: 123657
   bachelors_plus: 118545
+districts:
+  - to: "us/states/tx/districts/14"
+    rel: in-district
+    area_weight: 0.7478
+  - to: "us/states/tx/districts/22"
+    rel: in-district
+    area_weight: 0.1414
+  - to: "us/states/tx/districts/09"
+    rel: in-district
+    area_weight: 0.0191
+  - to: "us/states/tx/districts/senate/17"
+    rel: in-district
+    area_weight: 0.6728
+  - to: "us/states/tx/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2334
+  - to: "us/states/tx/districts/house/25"
+    rel: in-district
+    area_weight: 0.5832
+  - to: "us/states/tx/districts/house/29"
+    rel: in-district
+    area_weight: 0.3228
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 6 officeholders mapped.
 | Hispanic/Latino | 123657 |
 | Bachelor's or higher | 118545 |
 
+## Districts
+
+- [TX-14](/us/states/tx/districts/14.md) — 75% (congressional)
+- [TX-22](/us/states/tx/districts/22.md) — 14% (congressional)
+- [TX-09](/us/states/tx/districts/09.md) — 2% (congressional)
+- [TX Senate District 17](/us/states/tx/districts/senate/17.md) — 67% (state senate)
+- [TX Senate District 11](/us/states/tx/districts/senate/11.md) — 23% (state senate)
+- [TX House District 25](/us/states/tx/districts/house/25.md) — 58% (state house)
+- [TX House District 29](/us/states/tx/districts/house/29.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/brazos/index.md b/data/jurisdictions/us/states/tx/counties/brazos/index.md
index 21fa38d4fc..801544629c 100644
--- a/data/jurisdictions/us/states/tx/counties/brazos/index.md
+++ b/data/jurisdictions/us/states/tx/counties/brazos/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1533
   hispanic: 66411
   bachelors_plus: 80244
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tx/districts/house/12"
+    rel: in-district
+    area_weight: 0.5978
+  - to: "us/states/tx/districts/house/14"
+    rel: in-district
+    area_weight: 0.402
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 66411 |
 | Bachelor's or higher | 80244 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 100% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 100% (state senate)
+- [TX House District 12](/us/states/tx/districts/house/12.md) — 60% (state house)
+- [TX House District 14](/us/states/tx/districts/house/14.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/brewster/index.md b/data/jurisdictions/us/states/tx/counties/brewster/index.md
index 044f74d422..092dbf76a0 100644
--- a/data/jurisdictions/us/states/tx/counties/brewster/index.md
+++ b/data/jurisdictions/us/states/tx/counties/brewster/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 3998
   bachelors_plus: 4517
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.5605
+  - to: "us/states/tx/districts/senate/29"
+    rel: in-district
+    area_weight: 0.4394
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3998 |
 | Bachelor's or higher | 4517 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 56% (state senate)
+- [TX Senate District 29](/us/states/tx/districts/senate/29.md) — 44% (state senate)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/briscoe/index.md b/data/jurisdictions/us/states/tx/counties/briscoe/index.md
index 0371a87616..8ec0a08b4f 100644
--- a/data/jurisdictions/us/states/tx/counties/briscoe/index.md
+++ b/data/jurisdictions/us/states/tx/counties/briscoe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 339
   bachelors_plus: 263
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 339 |
 | Bachelor's or higher | 263 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/brooks/index.md b/data/jurisdictions/us/states/tx/counties/brooks/index.md
index bb552e5d84..3884d23891 100644
--- a/data/jurisdictions/us/states/tx/counties/brooks/index.md
+++ b/data/jurisdictions/us/states/tx/counties/brooks/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 62
   hispanic: 6256
   bachelors_plus: 1035
+districts:
+  - to: "us/states/tx/districts/15"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6256 |
 | Bachelor's or higher | 1035 |
 
+## Districts
+
+- [TX-15](/us/states/tx/districts/15.md) — 100% (congressional)
+- [TX Senate District 20](/us/states/tx/districts/senate/20.md) — 100% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/brown/index.md b/data/jurisdictions/us/states/tx/counties/brown/index.md
index e4866a093b..62903da99f 100644
--- a/data/jurisdictions/us/states/tx/counties/brown/index.md
+++ b/data/jurisdictions/us/states/tx/counties/brown/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 69
   hispanic: 8617
   bachelors_plus: 7003
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8617 |
 | Bachelor's or higher | 7003 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 10](/us/states/tx/districts/senate/10.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/burleson/index.md b/data/jurisdictions/us/states/tx/counties/burleson/index.md
index 62e8c71f19..42cf5e4bb3 100644
--- a/data/jurisdictions/us/states/tx/counties/burleson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/burleson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 128
   hispanic: 4276
   bachelors_plus: 4203
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/17"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4276 |
 | Bachelor's or higher | 4203 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 17](/us/states/tx/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/burnet/index.md b/data/jurisdictions/us/states/tx/counties/burnet/index.md
index 47169c1c1a..a59c26e4a4 100644
--- a/data/jurisdictions/us/states/tx/counties/burnet/index.md
+++ b/data/jurisdictions/us/states/tx/counties/burnet/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 356
   hispanic: 12318
   bachelors_plus: 14472
+districts:
+  - to: "us/states/tx/districts/31"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/19"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 12318 |
 | Bachelor's or higher | 14472 |
 
+## Districts
+
+- [TX-31](/us/states/tx/districts/31.md) — 100% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 19](/us/states/tx/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/caldwell/index.md b/data/jurisdictions/us/states/tx/counties/caldwell/index.md
index 343f0766d1..261baabd48 100644
--- a/data/jurisdictions/us/states/tx/counties/caldwell/index.md
+++ b/data/jurisdictions/us/states/tx/counties/caldwell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 575
   hispanic: 27728
   bachelors_plus: 8107
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.996
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/17"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 27728 |
 | Bachelor's or higher | 8107 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 17](/us/states/tx/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/calhoun/index.md b/data/jurisdictions/us/states/tx/counties/calhoun/index.md
index ed243d33e7..5de9d9ad46 100644
--- a/data/jurisdictions/us/states/tx/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/tx/counties/calhoun/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 9821
   bachelors_plus: 3827
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.7342
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.7217
+  - to: "us/states/tx/districts/house/43"
+    rel: in-district
+    area_weight: 0.7216
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 9821 |
 | Bachelor's or higher | 3827 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 73% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 72% (state senate)
+- [TX House District 43](/us/states/tx/districts/house/43.md) — 72% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/callahan/index.md b/data/jurisdictions/us/states/tx/counties/callahan/index.md
index bf02c65d86..9ec9304e12 100644
--- a/data/jurisdictions/us/states/tx/counties/callahan/index.md
+++ b/data/jurisdictions/us/states/tx/counties/callahan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 5
   hispanic: 1598
   bachelors_plus: 3055
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 0.9169
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.0828
+  - to: "us/states/tx/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/71"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1598 |
 | Bachelor's or higher | 3055 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 92% (congressional)
+- [TX-19](/us/states/tx/districts/19.md) — 8% (congressional)
+- [TX Senate District 10](/us/states/tx/districts/senate/10.md) — 100% (state senate)
+- [TX House District 71](/us/states/tx/districts/house/71.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/cameron/index.md b/data/jurisdictions/us/states/tx/counties/cameron/index.md
index 8e0ffb405d..614f8fb949 100644
--- a/data/jurisdictions/us/states/tx/counties/cameron/index.md
+++ b/data/jurisdictions/us/states/tx/counties/cameron/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 2250
   hispanic: 380524
   bachelors_plus: 74818
+districts:
+  - to: "us/states/tx/districts/34"
+    rel: in-district
+    area_weight: 0.7903
+  - to: "us/states/tx/districts/senate/27"
+    rel: in-district
+    area_weight: 0.7854
+  - to: "us/states/tx/districts/house/37"
+    rel: in-district
+    area_weight: 0.5851
+  - to: "us/states/tx/districts/house/35"
+    rel: in-district
+    area_weight: 0.145
+  - to: "us/states/tx/districts/house/38"
+    rel: in-district
+    area_weight: 0.0553
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 380524 |
 | Bachelor's or higher | 74818 |
 
+## Districts
+
+- [TX-34](/us/states/tx/districts/34.md) — 79% (congressional)
+- [TX Senate District 27](/us/states/tx/districts/senate/27.md) — 79% (state senate)
+- [TX House District 37](/us/states/tx/districts/house/37.md) — 59% (state house)
+- [TX House District 35](/us/states/tx/districts/house/35.md) — 14% (state house)
+- [TX House District 38](/us/states/tx/districts/house/38.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/camp/index.md b/data/jurisdictions/us/states/tx/counties/camp/index.md
index a08430c3c9..fa675f1fe1 100644
--- a/data/jurisdictions/us/states/tx/counties/camp/index.md
+++ b/data/jurisdictions/us/states/tx/counties/camp/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 3504
   bachelors_plus: 2358
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9971
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/5"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3504 |
 | Bachelor's or higher | 2358 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 5](/us/states/tx/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/carson/index.md b/data/jurisdictions/us/states/tx/counties/carson/index.md
index 8c0c4f37d8..635b75371b 100644
--- a/data/jurisdictions/us/states/tx/counties/carson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/carson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 635
   bachelors_plus: 1414
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/87"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 635 |
 | Bachelor's or higher | 1414 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 87](/us/states/tx/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/cass/index.md b/data/jurisdictions/us/states/tx/counties/cass/index.md
index 79678b2a92..91591ae570 100644
--- a/data/jurisdictions/us/states/tx/counties/cass/index.md
+++ b/data/jurisdictions/us/states/tx/counties/cass/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 180
   hispanic: 1548
   bachelors_plus: 5031
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/1"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1548 |
 | Bachelor's or higher | 5031 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 1](/us/states/tx/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/castro/index.md b/data/jurisdictions/us/states/tx/counties/castro/index.md
index a35cf8db4f..6cbf154a3c 100644
--- a/data/jurisdictions/us/states/tx/counties/castro/index.md
+++ b/data/jurisdictions/us/states/tx/counties/castro/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 4817
   bachelors_plus: 1000
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4817 |
 | Bachelor's or higher | 1000 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/chambers/index.md b/data/jurisdictions/us/states/tx/counties/chambers/index.md
index 27cda351b5..a230f0ac3e 100644
--- a/data/jurisdictions/us/states/tx/counties/chambers/index.md
+++ b/data/jurisdictions/us/states/tx/counties/chambers/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 85
   hispanic: 13637
   bachelors_plus: 8946
+districts:
+  - to: "us/states/tx/districts/36"
+    rel: in-district
+    area_weight: 0.7165
+  - to: "us/states/tx/districts/14"
+    rel: in-district
+    area_weight: 0.0062
+  - to: "us/states/tx/districts/senate/4"
+    rel: in-district
+    area_weight: 0.7257
+  - to: "us/states/tx/districts/house/23"
+    rel: in-district
+    area_weight: 0.7257
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 13637 |
 | Bachelor's or higher | 8946 |
 
+## Districts
+
+- [TX-36](/us/states/tx/districts/36.md) — 72% (congressional)
+- [TX-14](/us/states/tx/districts/14.md) — 1% (congressional)
+- [TX Senate District 4](/us/states/tx/districts/senate/4.md) — 73% (state senate)
+- [TX House District 23](/us/states/tx/districts/house/23.md) — 73% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/cherokee/index.md b/data/jurisdictions/us/states/tx/counties/cherokee/index.md
index 147122e7c6..c6f6a67189 100644
--- a/data/jurisdictions/us/states/tx/counties/cherokee/index.md
+++ b/data/jurisdictions/us/states/tx/counties/cherokee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 791
   hispanic: 12422
   bachelors_plus: 8759
+districts:
+  - to: "us/states/tx/districts/06"
+    rel: in-district
+    area_weight: 0.9965
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/8"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12422 |
 | Bachelor's or higher | 8759 |
 
+## Districts
+
+- [TX-06](/us/states/tx/districts/06.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 8](/us/states/tx/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/childress/index.md b/data/jurisdictions/us/states/tx/counties/childress/index.md
index 82a64f034d..d6c5447b78 100644
--- a/data/jurisdictions/us/states/tx/counties/childress/index.md
+++ b/data/jurisdictions/us/states/tx/counties/childress/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 100
   hispanic: 2153
   bachelors_plus: 725
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2153 |
 | Bachelor's or higher | 725 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/clay/index.md b/data/jurisdictions/us/states/tx/counties/clay/index.md
index 2973182d1d..fdab4ca42d 100644
--- a/data/jurisdictions/us/states/tx/counties/clay/index.md
+++ b/data/jurisdictions/us/states/tx/counties/clay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 61
   hispanic: 746
   bachelors_plus: 2173
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 746 |
 | Bachelor's or higher | 2173 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/cochran/index.md b/data/jurisdictions/us/states/tx/counties/cochran/index.md
index ac5d5238cd..c96ad79129 100644
--- a/data/jurisdictions/us/states/tx/counties/cochran/index.md
+++ b/data/jurisdictions/us/states/tx/counties/cochran/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 1536
   bachelors_plus: 157
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1536 |
 | Bachelor's or higher | 157 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/coke/index.md b/data/jurisdictions/us/states/tx/counties/coke/index.md
index 1ed7fe8aa8..1f8666dadd 100644
--- a/data/jurisdictions/us/states/tx/counties/coke/index.md
+++ b/data/jurisdictions/us/states/tx/counties/coke/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 706
   bachelors_plus: 723
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/72"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 706 |
 | Bachelor's or higher | 723 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 72](/us/states/tx/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/coleman/index.md b/data/jurisdictions/us/states/tx/counties/coleman/index.md
index 7993aeba3c..26d95787ad 100644
--- a/data/jurisdictions/us/states/tx/counties/coleman/index.md
+++ b/data/jurisdictions/us/states/tx/counties/coleman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 1297
   bachelors_plus: 1163
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/72"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1297 |
 | Bachelor's or higher | 1163 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 72](/us/states/tx/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/collin/index.md b/data/jurisdictions/us/states/tx/counties/collin/index.md
index 28117604ba..535d7b6ea4 100644
--- a/data/jurisdictions/us/states/tx/counties/collin/index.md
+++ b/data/jurisdictions/us/states/tx/counties/collin/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 5198
   hispanic: 187150
   bachelors_plus: 606798
+districts:
+  - to: "us/states/tx/districts/03"
+    rel: in-district
+    area_weight: 0.8069
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.1711
+  - to: "us/states/tx/districts/32"
+    rel: in-district
+    area_weight: 0.0219
+  - to: "us/states/tx/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9288
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 0.0505
+  - to: "us/states/tx/districts/senate/2"
+    rel: in-district
+    area_weight: 0.0206
+  - to: "us/states/tx/districts/house/67"
+    rel: in-district
+    area_weight: 0.3757
+  - to: "us/states/tx/districts/house/89"
+    rel: in-district
+    area_weight: 0.2454
+  - to: "us/states/tx/districts/house/66"
+    rel: in-district
+    area_weight: 0.1597
+  - to: "us/states/tx/districts/house/61"
+    rel: in-district
+    area_weight: 0.1503
+  - to: "us/states/tx/districts/house/70"
+    rel: in-district
+    area_weight: 0.0412
+  - to: "us/states/tx/districts/house/33"
+    rel: in-district
+    area_weight: 0.0277
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 9 officeholders mapped.
 | Hispanic/Latino | 187150 |
 | Bachelor's or higher | 606798 |
 
+## Districts
+
+- [TX-03](/us/states/tx/districts/03.md) — 81% (congressional)
+- [TX-04](/us/states/tx/districts/04.md) — 17% (congressional)
+- [TX-32](/us/states/tx/districts/32.md) — 2% (congressional)
+- [TX Senate District 8](/us/states/tx/districts/senate/8.md) — 93% (state senate)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 5% (state senate)
+- [TX Senate District 2](/us/states/tx/districts/senate/2.md) — 2% (state senate)
+- [TX House District 67](/us/states/tx/districts/house/67.md) — 38% (state house)
+- [TX House District 89](/us/states/tx/districts/house/89.md) — 25% (state house)
+- [TX House District 66](/us/states/tx/districts/house/66.md) — 16% (state house)
+- [TX House District 61](/us/states/tx/districts/house/61.md) — 15% (state house)
+- [TX House District 70](/us/states/tx/districts/house/70.md) — 4% (state house)
+- [TX House District 33](/us/states/tx/districts/house/33.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/collingsworth/index.md b/data/jurisdictions/us/states/tx/counties/collingsworth/index.md
index faefd4b8ae..72ca2145b6 100644
--- a/data/jurisdictions/us/states/tx/counties/collingsworth/index.md
+++ b/data/jurisdictions/us/states/tx/counties/collingsworth/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 49
   hispanic: 844
   bachelors_plus: 581
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 844 |
 | Bachelor's or higher | 581 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/colorado/index.md b/data/jurisdictions/us/states/tx/counties/colorado/index.md
index fc7d2e94dd..c7e923c630 100644
--- a/data/jurisdictions/us/states/tx/counties/colorado/index.md
+++ b/data/jurisdictions/us/states/tx/counties/colorado/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 106
   hispanic: 6409
   bachelors_plus: 4375
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tx/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/85"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 6409 |
 | Bachelor's or higher | 4375 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 100% (congressional)
+- [TX Senate District 17](/us/states/tx/districts/senate/17.md) — 100% (state senate)
+- [TX House District 85](/us/states/tx/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/comal/index.md b/data/jurisdictions/us/states/tx/counties/comal/index.md
index c78068a388..8d2de5e920 100644
--- a/data/jurisdictions/us/states/tx/counties/comal/index.md
+++ b/data/jurisdictions/us/states/tx/counties/comal/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 825
   hispanic: 52232
   bachelors_plus: 75605
+districts:
+  - to: "us/states/tx/districts/21"
+    rel: in-district
+    area_weight: 0.9502
+  - to: "us/states/tx/districts/35"
+    rel: in-district
+    area_weight: 0.0487
+  - to: "us/states/tx/districts/senate/25"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/73"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 52232 |
 | Bachelor's or higher | 75605 |
 
+## Districts
+
+- [TX-21](/us/states/tx/districts/21.md) — 95% (congressional)
+- [TX-35](/us/states/tx/districts/35.md) — 5% (congressional)
+- [TX Senate District 25](/us/states/tx/districts/senate/25.md) — 100% (state senate)
+- [TX House District 73](/us/states/tx/districts/house/73.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/comanche/index.md b/data/jurisdictions/us/states/tx/counties/comanche/index.md
index 0e69bd813d..df750b653d 100644
--- a/data/jurisdictions/us/states/tx/counties/comanche/index.md
+++ b/data/jurisdictions/us/states/tx/counties/comanche/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 69
   hispanic: 4110
   bachelors_plus: 2755
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4110 |
 | Bachelor's or higher | 2755 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 100% (congressional)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/concho/index.md b/data/jurisdictions/us/states/tx/counties/concho/index.md
index 9a6a77ad57..a654381085 100644
--- a/data/jurisdictions/us/states/tx/counties/concho/index.md
+++ b/data/jurisdictions/us/states/tx/counties/concho/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 1062
   bachelors_plus: 513
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/72"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1062 |
 | Bachelor's or higher | 513 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 72](/us/states/tx/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/cooke/index.md b/data/jurisdictions/us/states/tx/counties/cooke/index.md
index 49d3f31c70..079a199755 100644
--- a/data/jurisdictions/us/states/tx/counties/cooke/index.md
+++ b/data/jurisdictions/us/states/tx/counties/cooke/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 156
   hispanic: 8999
   bachelors_plus: 9237
+districts:
+  - to: "us/states/tx/districts/26"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 8999 |
 | Bachelor's or higher | 9237 |
 
+## Districts
+
+- [TX-26](/us/states/tx/districts/26.md) — 100% (congressional)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/coryell/index.md b/data/jurisdictions/us/states/tx/counties/coryell/index.md
index 77955bbc23..c2fb9c4c4f 100644
--- a/data/jurisdictions/us/states/tx/counties/coryell/index.md
+++ b/data/jurisdictions/us/states/tx/counties/coryell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 764
   hispanic: 17559
   bachelors_plus: 14047
+districts:
+  - to: "us/states/tx/districts/31"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/59"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 17559 |
 | Bachelor's or higher | 14047 |
 
+## Districts
+
+- [TX-31](/us/states/tx/districts/31.md) — 100% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 59](/us/states/tx/districts/house/59.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/cottle/index.md b/data/jurisdictions/us/states/tx/counties/cottle/index.md
index ec3492f223..c1f4c7055c 100644
--- a/data/jurisdictions/us/states/tx/counties/cottle/index.md
+++ b/data/jurisdictions/us/states/tx/counties/cottle/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 574
   bachelors_plus: 248
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 574 |
 | Bachelor's or higher | 248 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/crane/index.md b/data/jurisdictions/us/states/tx/counties/crane/index.md
index 0c3be867a8..c31a3b3c42 100644
--- a/data/jurisdictions/us/states/tx/counties/crane/index.md
+++ b/data/jurisdictions/us/states/tx/counties/crane/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 3177
   bachelors_plus: 440
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3177 |
 | Bachelor's or higher | 440 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/crockett/index.md b/data/jurisdictions/us/states/tx/counties/crockett/index.md
index 1d8c05c93a..08d2b07fd9 100644
--- a/data/jurisdictions/us/states/tx/counties/crockett/index.md
+++ b/data/jurisdictions/us/states/tx/counties/crockett/index.md
@@ -21,9 +21,21 @@ demographics:
   race_native: 0
   hispanic: 1886
   bachelors_plus: 321
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -54,6 +66,13 @@ County jurisdiction.
 | Hispanic/Latino | 1886 |
 | Bachelor's or higher | 321 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/crosby/index.md b/data/jurisdictions/us/states/tx/counties/crosby/index.md
index 06ce054cce..21c76b7fcd 100644
--- a/data/jurisdictions/us/states/tx/counties/crosby/index.md
+++ b/data/jurisdictions/us/states/tx/counties/crosby/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 2837
   bachelors_plus: 604
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2837 |
 | Bachelor's or higher | 604 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/culberson/index.md b/data/jurisdictions/us/states/tx/counties/culberson/index.md
index 1f2cc7d740..31557ed2cb 100644
--- a/data/jurisdictions/us/states/tx/counties/culberson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/culberson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 64
   hispanic: 1712
   bachelors_plus: 253
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/29"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1712 |
 | Bachelor's or higher | 253 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 29](/us/states/tx/districts/senate/29.md) — 100% (state senate)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/dallam/index.md b/data/jurisdictions/us/states/tx/counties/dallam/index.md
index c24cd9d650..268bc8ce46 100644
--- a/data/jurisdictions/us/states/tx/counties/dallam/index.md
+++ b/data/jurisdictions/us/states/tx/counties/dallam/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 264
   hispanic: 3965
   bachelors_plus: 662
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/86"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3965 |
 | Bachelor's or higher | 662 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 86](/us/states/tx/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/dallas/index.md b/data/jurisdictions/us/states/tx/counties/dallas/index.md
index ad608b86f1..d8c647f335 100644
--- a/data/jurisdictions/us/states/tx/counties/dallas/index.md
+++ b/data/jurisdictions/us/states/tx/counties/dallas/index.md
@@ -22,9 +22,84 @@ demographics:
   race_native: 23770
   hispanic: 1081496
   bachelors_plus: 844750
+districts:
+  - to: "us/states/tx/districts/30"
+    rel: in-district
+    area_weight: 0.3904
+  - to: "us/states/tx/districts/05"
+    rel: in-district
+    area_weight: 0.1941
+  - to: "us/states/tx/districts/32"
+    rel: in-district
+    area_weight: 0.1399
+  - to: "us/states/tx/districts/33"
+    rel: in-district
+    area_weight: 0.115
+  - to: "us/states/tx/districts/24"
+    rel: in-district
+    area_weight: 0.1043
+  - to: "us/states/tx/districts/06"
+    rel: in-district
+    area_weight: 0.0562
+  - to: "us/states/tx/districts/senate/23"
+    rel: in-district
+    area_weight: 0.4092
+  - to: "us/states/tx/districts/senate/16"
+    rel: in-district
+    area_weight: 0.2895
+  - to: "us/states/tx/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1893
+  - to: "us/states/tx/districts/senate/12"
+    rel: in-district
+    area_weight: 0.112
+  - to: "us/states/tx/districts/house/109"
+    rel: in-district
+    area_weight: 0.2248
+  - to: "us/states/tx/districts/house/112"
+    rel: in-district
+    area_weight: 0.0923
+  - to: "us/states/tx/districts/house/110"
+    rel: in-district
+    area_weight: 0.0805
+  - to: "us/states/tx/districts/house/111"
+    rel: in-district
+    area_weight: 0.0738
+  - to: "us/states/tx/districts/house/103"
+    rel: in-district
+    area_weight: 0.0696
+  - to: "us/states/tx/districts/house/115"
+    rel: in-district
+    area_weight: 0.0665
+  - to: "us/states/tx/districts/house/104"
+    rel: in-district
+    area_weight: 0.0663
+  - to: "us/states/tx/districts/house/113"
+    rel: in-district
+    area_weight: 0.0615
+  - to: "us/states/tx/districts/house/100"
+    rel: in-district
+    area_weight: 0.0545
+  - to: "us/states/tx/districts/house/105"
+    rel: in-district
+    area_weight: 0.0509
+  - to: "us/states/tx/districts/house/108"
+    rel: in-district
+    area_weight: 0.0476
+  - to: "us/states/tx/districts/house/107"
+    rel: in-district
+    area_weight: 0.0416
+  - to: "us/states/tx/districts/house/102"
+    rel: in-district
+    area_weight: 0.035
+  - to: "us/states/tx/districts/house/114"
+    rel: in-district
+    area_weight: 0.035
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +131,34 @@ County jurisdiction — 15 officeholders mapped.
 | Hispanic/Latino | 1081496 |
 | Bachelor's or higher | 844750 |
 
+## Districts
+
+- [TX-30](/us/states/tx/districts/30.md) — 39% (congressional)
+- [TX-05](/us/states/tx/districts/05.md) — 19% (congressional)
+- [TX-32](/us/states/tx/districts/32.md) — 14% (congressional)
+- [TX-33](/us/states/tx/districts/33.md) — 12% (congressional)
+- [TX-24](/us/states/tx/districts/24.md) — 10% (congressional)
+- [TX-06](/us/states/tx/districts/06.md) — 6% (congressional)
+- [TX Senate District 23](/us/states/tx/districts/senate/23.md) — 41% (state senate)
+- [TX Senate District 16](/us/states/tx/districts/senate/16.md) — 29% (state senate)
+- [TX Senate District 2](/us/states/tx/districts/senate/2.md) — 19% (state senate)
+- [TX Senate District 12](/us/states/tx/districts/senate/12.md) — 11% (state senate)
+- [TX House District 109](/us/states/tx/districts/house/109.md) — 22% (state house)
+- [TX House District 112](/us/states/tx/districts/house/112.md) — 9% (state house)
+- [TX House District 110](/us/states/tx/districts/house/110.md) — 8% (state house)
+- [TX House District 111](/us/states/tx/districts/house/111.md) — 7% (state house)
+- [TX House District 103](/us/states/tx/districts/house/103.md) — 7% (state house)
+- [TX House District 115](/us/states/tx/districts/house/115.md) — 7% (state house)
+- [TX House District 104](/us/states/tx/districts/house/104.md) — 7% (state house)
+- [TX House District 113](/us/states/tx/districts/house/113.md) — 6% (state house)
+- [TX House District 100](/us/states/tx/districts/house/100.md) — 5% (state house)
+- [TX House District 105](/us/states/tx/districts/house/105.md) — 5% (state house)
+- [TX House District 108](/us/states/tx/districts/house/108.md) — 5% (state house)
+- [TX House District 107](/us/states/tx/districts/house/107.md) — 4% (state house)
+- [TX House District 102](/us/states/tx/districts/house/102.md) — 4% (state house)
+- [TX House District 114](/us/states/tx/districts/house/114.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/dawson/index.md b/data/jurisdictions/us/states/tx/counties/dawson/index.md
index dc20e676c6..cc7b037742 100644
--- a/data/jurisdictions/us/states/tx/counties/dawson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/dawson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 6770
   bachelors_plus: 1225
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/82"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6770 |
 | Bachelor's or higher | 1225 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 82](/us/states/tx/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/deaf-smith/index.md b/data/jurisdictions/us/states/tx/counties/deaf-smith/index.md
index aa54d74fdb..649a31ee78 100644
--- a/data/jurisdictions/us/states/tx/counties/deaf-smith/index.md
+++ b/data/jurisdictions/us/states/tx/counties/deaf-smith/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 113
   hispanic: 14110
   bachelors_plus: 1566
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/86"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 14110 |
 | Bachelor's or higher | 1566 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 86](/us/states/tx/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/delta/index.md b/data/jurisdictions/us/states/tx/counties/delta/index.md
index a783d551db..2be54cfda9 100644
--- a/data/jurisdictions/us/states/tx/counties/delta/index.md
+++ b/data/jurisdictions/us/states/tx/counties/delta/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 499
   bachelors_plus: 760
+districts:
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/62"
+    rel: in-district
+    area_weight: 0.9981
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 499 |
 | Bachelor's or higher | 760 |
 
+## Districts
+
+- [TX-04](/us/states/tx/districts/04.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 62](/us/states/tx/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/denton/index.md b/data/jurisdictions/us/states/tx/counties/denton/index.md
index f4673f36e4..5873d79c96 100644
--- a/data/jurisdictions/us/states/tx/counties/denton/index.md
+++ b/data/jurisdictions/us/states/tx/counties/denton/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 6852
   hispanic: 200647
   bachelors_plus: 442127
+districts:
+  - to: "us/states/tx/districts/26"
+    rel: in-district
+    area_weight: 0.7399
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.2383
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.0175
+  - to: "us/states/tx/districts/senate/12"
+    rel: in-district
+    area_weight: 0.5517
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 0.4483
+  - to: "us/states/tx/districts/house/106"
+    rel: in-district
+    area_weight: 0.2998
+  - to: "us/states/tx/districts/house/64"
+    rel: in-district
+    area_weight: 0.255
+  - to: "us/states/tx/districts/house/57"
+    rel: in-district
+    area_weight: 0.2033
+  - to: "us/states/tx/districts/house/65"
+    rel: in-district
+    area_weight: 0.1594
+  - to: "us/states/tx/districts/house/63"
+    rel: in-district
+    area_weight: 0.0824
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 9 officeholders mapped.
 | Hispanic/Latino | 200647 |
 | Bachelor's or higher | 442127 |
 
+## Districts
+
+- [TX-26](/us/states/tx/districts/26.md) — 74% (congressional)
+- [TX-13](/us/states/tx/districts/13.md) — 24% (congressional)
+- [TX-04](/us/states/tx/districts/04.md) — 2% (congressional)
+- [TX Senate District 12](/us/states/tx/districts/senate/12.md) — 55% (state senate)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 45% (state senate)
+- [TX House District 106](/us/states/tx/districts/house/106.md) — 30% (state house)
+- [TX House District 64](/us/states/tx/districts/house/64.md) — 26% (state house)
+- [TX House District 57](/us/states/tx/districts/house/57.md) — 20% (state house)
+- [TX House District 65](/us/states/tx/districts/house/65.md) — 16% (state house)
+- [TX House District 63](/us/states/tx/districts/house/63.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/dewitt/index.md b/data/jurisdictions/us/states/tx/counties/dewitt/index.md
index 7b385f3b04..9f79f4b7de 100644
--- a/data/jurisdictions/us/states/tx/counties/dewitt/index.md
+++ b/data/jurisdictions/us/states/tx/counties/dewitt/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 163
   hispanic: 7143
   bachelors_plus: 3149
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/30"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7143 |
 | Bachelor's or higher | 3149 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 30](/us/states/tx/districts/house/30.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/dickens/index.md b/data/jurisdictions/us/states/tx/counties/dickens/index.md
index 062a16f024..f3dff6aca1 100644
--- a/data/jurisdictions/us/states/tx/counties/dickens/index.md
+++ b/data/jurisdictions/us/states/tx/counties/dickens/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 573
   bachelors_plus: 291
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 573 |
 | Bachelor's or higher | 291 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/dimmit/index.md b/data/jurisdictions/us/states/tx/counties/dimmit/index.md
index 9809e73848..ebeedde722 100644
--- a/data/jurisdictions/us/states/tx/counties/dimmit/index.md
+++ b/data/jurisdictions/us/states/tx/counties/dimmit/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 234
   hispanic: 7303
   bachelors_plus: 661
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/80"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7303 |
 | Bachelor's or higher | 661 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 80](/us/states/tx/districts/house/80.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/donley/index.md b/data/jurisdictions/us/states/tx/counties/donley/index.md
index e3bf1c8dbb..2df890da87 100644
--- a/data/jurisdictions/us/states/tx/counties/donley/index.md
+++ b/data/jurisdictions/us/states/tx/counties/donley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 410
   bachelors_plus: 486
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 410 |
 | Bachelor's or higher | 486 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/duval/index.md b/data/jurisdictions/us/states/tx/counties/duval/index.md
index b6985c3a9f..283198e047 100644
--- a/data/jurisdictions/us/states/tx/counties/duval/index.md
+++ b/data/jurisdictions/us/states/tx/counties/duval/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 82
   hispanic: 7950
   bachelors_plus: 598
+districts:
+  - to: "us/states/tx/districts/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7950 |
 | Bachelor's or higher | 598 |
 
+## Districts
+
+- [TX-28](/us/states/tx/districts/28.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/eastland/index.md b/data/jurisdictions/us/states/tx/counties/eastland/index.md
index a1d41d1107..a150b9e010 100644
--- a/data/jurisdictions/us/states/tx/counties/eastland/index.md
+++ b/data/jurisdictions/us/states/tx/counties/eastland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 90
   hispanic: 3109
   bachelors_plus: 3635
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 3109 |
 | Bachelor's or higher | 3635 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 100% (congressional)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/ector/index.md b/data/jurisdictions/us/states/tx/counties/ector/index.md
index fd4712cec7..0e74fc14c6 100644
--- a/data/jurisdictions/us/states/tx/counties/ector/index.md
+++ b/data/jurisdictions/us/states/tx/counties/ector/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 942
   hispanic: 104530
   bachelors_plus: 22798
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/81"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 104530 |
 | Bachelor's or higher | 22798 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 81](/us/states/tx/districts/house/81.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/edwards/index.md b/data/jurisdictions/us/states/tx/counties/edwards/index.md
index de9231d006..a1f4cbcb60 100644
--- a/data/jurisdictions/us/states/tx/counties/edwards/index.md
+++ b/data/jurisdictions/us/states/tx/counties/edwards/index.md
@@ -21,9 +21,21 @@ demographics:
   race_native: 2
   hispanic: 555
   bachelors_plus: 215
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -54,6 +66,13 @@ County jurisdiction.
 | Hispanic/Latino | 555 |
 | Bachelor's or higher | 215 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/el-paso/index.md b/data/jurisdictions/us/states/tx/counties/el-paso/index.md
index 4225a1efe2..ac64ef7e2e 100644
--- a/data/jurisdictions/us/states/tx/counties/el-paso/index.md
+++ b/data/jurisdictions/us/states/tx/counties/el-paso/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 8239
   hispanic: 720158
   bachelors_plus: 189363
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.6865
+  - to: "us/states/tx/districts/16"
+    rel: in-district
+    area_weight: 0.3118
+  - to: "us/states/tx/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tx/districts/house/75"
+    rel: in-district
+    area_weight: 0.4689
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 0.2317
+  - to: "us/states/tx/districts/house/78"
+    rel: in-district
+    area_weight: 0.1463
+  - to: "us/states/tx/districts/house/79"
+    rel: in-district
+    area_weight: 0.094
+  - to: "us/states/tx/districts/house/77"
+    rel: in-district
+    area_weight: 0.0585
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 720158 |
 | Bachelor's or higher | 189363 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 69% (congressional)
+- [TX-16](/us/states/tx/districts/16.md) — 31% (congressional)
+- [TX Senate District 29](/us/states/tx/districts/senate/29.md) — 100% (state senate)
+- [TX House District 75](/us/states/tx/districts/house/75.md) — 47% (state house)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 23% (state house)
+- [TX House District 78](/us/states/tx/districts/house/78.md) — 15% (state house)
+- [TX House District 79](/us/states/tx/districts/house/79.md) — 9% (state house)
+- [TX House District 77](/us/states/tx/districts/house/77.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/ellis/index.md b/data/jurisdictions/us/states/tx/counties/ellis/index.md
index afbb6877d0..8c948b4aa9 100644
--- a/data/jurisdictions/us/states/tx/counties/ellis/index.md
+++ b/data/jurisdictions/us/states/tx/counties/ellis/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1111
   hispanic: 60062
   bachelors_plus: 55591
+districts:
+  - to: "us/states/tx/districts/06"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/tx/districts/senate/2"
+    rel: in-district
+    area_weight: 0.5944
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 0.4056
+  - to: "us/states/tx/districts/house/10"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 6 officeholders mapped.
 | Hispanic/Latino | 60062 |
 | Bachelor's or higher | 55591 |
 
+## Districts
+
+- [TX-06](/us/states/tx/districts/06.md) — 100% (congressional)
+- [TX Senate District 2](/us/states/tx/districts/senate/2.md) — 59% (state senate)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 41% (state senate)
+- [TX House District 10](/us/states/tx/districts/house/10.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/erath/index.md b/data/jurisdictions/us/states/tx/counties/erath/index.md
index cff92ed13f..59793f2384 100644
--- a/data/jurisdictions/us/states/tx/counties/erath/index.md
+++ b/data/jurisdictions/us/states/tx/counties/erath/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 335
   hispanic: 9757
   bachelors_plus: 11350
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/59"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 9757 |
 | Bachelor's or higher | 11350 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 100% (congressional)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 100% (state senate)
+- [TX House District 59](/us/states/tx/districts/house/59.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/falls/index.md b/data/jurisdictions/us/states/tx/counties/falls/index.md
index 283de19a48..b609df8abb 100644
--- a/data/jurisdictions/us/states/tx/counties/falls/index.md
+++ b/data/jurisdictions/us/states/tx/counties/falls/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 69
   hispanic: 4324
   bachelors_plus: 3076
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/13"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4324 |
 | Bachelor's or higher | 3076 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 100% (congressional)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 100% (state senate)
+- [TX House District 13](/us/states/tx/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/fannin/index.md b/data/jurisdictions/us/states/tx/counties/fannin/index.md
index 21e240a12c..de1d1b7cb0 100644
--- a/data/jurisdictions/us/states/tx/counties/fannin/index.md
+++ b/data/jurisdictions/us/states/tx/counties/fannin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 162
   hispanic: 4902
   bachelors_plus: 6910
+districts:
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/house/62"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4902 |
 | Bachelor's or higher | 6910 |
 
+## Districts
+
+- [TX-04](/us/states/tx/districts/04.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 62](/us/states/tx/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/fayette/index.md b/data/jurisdictions/us/states/tx/counties/fayette/index.md
index 311e54d88b..5880fc000a 100644
--- a/data/jurisdictions/us/states/tx/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/tx/counties/fayette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 90
   hispanic: 5522
   bachelors_plus: 6414
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/85"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5522 |
 | Bachelor's or higher | 6414 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 85](/us/states/tx/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/fisher/index.md b/data/jurisdictions/us/states/tx/counties/fisher/index.md
index b08fd9bf0a..3e9e749166 100644
--- a/data/jurisdictions/us/states/tx/counties/fisher/index.md
+++ b/data/jurisdictions/us/states/tx/counties/fisher/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 1023
   bachelors_plus: 590
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1023 |
 | Bachelor's or higher | 590 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/floyd/index.md b/data/jurisdictions/us/states/tx/counties/floyd/index.md
index 4961e0973f..1c85331ef2 100644
--- a/data/jurisdictions/us/states/tx/counties/floyd/index.md
+++ b/data/jurisdictions/us/states/tx/counties/floyd/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 35
   hispanic: 3030
   bachelors_plus: 662
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3030 |
 | Bachelor's or higher | 662 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/foard/index.md b/data/jurisdictions/us/states/tx/counties/foard/index.md
index 45f8cc8a27..5ea8b7fe94 100644
--- a/data/jurisdictions/us/states/tx/counties/foard/index.md
+++ b/data/jurisdictions/us/states/tx/counties/foard/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 118
   bachelors_plus: 175
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 118 |
 | Bachelor's or higher | 175 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/fort-bend/index.md b/data/jurisdictions/us/states/tx/counties/fort-bend/index.md
index b19d0b0f79..a7c321ca46 100644
--- a/data/jurisdictions/us/states/tx/counties/fort-bend/index.md
+++ b/data/jurisdictions/us/states/tx/counties/fort-bend/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 3781
   hispanic: 220445
   bachelors_plus: 410511
+districts:
+  - to: "us/states/tx/districts/22"
+    rel: in-district
+    area_weight: 0.8564
+  - to: "us/states/tx/districts/09"
+    rel: in-district
+    area_weight: 0.0746
+  - to: "us/states/tx/districts/07"
+    rel: in-district
+    area_weight: 0.0677
+  - to: "us/states/tx/districts/senate/17"
+    rel: in-district
+    area_weight: 0.5757
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.3324
+  - to: "us/states/tx/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0918
+  - to: "us/states/tx/districts/house/28"
+    rel: in-district
+    area_weight: 0.4764
+  - to: "us/states/tx/districts/house/85"
+    rel: in-district
+    area_weight: 0.2643
+  - to: "us/states/tx/districts/house/27"
+    rel: in-district
+    area_weight: 0.1038
+  - to: "us/states/tx/districts/house/26"
+    rel: in-district
+    area_weight: 0.0932
+  - to: "us/states/tx/districts/house/76"
+    rel: in-district
+    area_weight: 0.0622
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 220445 |
 | Bachelor's or higher | 410511 |
 
+## Districts
+
+- [TX-22](/us/states/tx/districts/22.md) — 86% (congressional)
+- [TX-09](/us/states/tx/districts/09.md) — 7% (congressional)
+- [TX-07](/us/states/tx/districts/07.md) — 7% (congressional)
+- [TX Senate District 17](/us/states/tx/districts/senate/17.md) — 58% (state senate)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 33% (state senate)
+- [TX Senate District 13](/us/states/tx/districts/senate/13.md) — 9% (state senate)
+- [TX House District 28](/us/states/tx/districts/house/28.md) — 48% (state house)
+- [TX House District 85](/us/states/tx/districts/house/85.md) — 26% (state house)
+- [TX House District 27](/us/states/tx/districts/house/27.md) — 10% (state house)
+- [TX House District 26](/us/states/tx/districts/house/26.md) — 9% (state house)
+- [TX House District 76](/us/states/tx/districts/house/76.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/franklin/index.md b/data/jurisdictions/us/states/tx/counties/franklin/index.md
index 1312b62cbd..0fd6ce2ec8 100644
--- a/data/jurisdictions/us/states/tx/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/tx/counties/franklin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 18
   hispanic: 1567
   bachelors_plus: 2802
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/62"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1567 |
 | Bachelor's or higher | 2802 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 62](/us/states/tx/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/freestone/index.md b/data/jurisdictions/us/states/tx/counties/freestone/index.md
index bc5b6af792..b8405d2ee8 100644
--- a/data/jurisdictions/us/states/tx/counties/freestone/index.md
+++ b/data/jurisdictions/us/states/tx/counties/freestone/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 92
   hispanic: 3455
   bachelors_plus: 2957
+districts:
+  - to: "us/states/tx/districts/06"
+    rel: in-district
+    area_weight: 0.5883
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.4117
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/13"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3455 |
 | Bachelor's or higher | 2957 |
 
+## Districts
+
+- [TX-06](/us/states/tx/districts/06.md) — 59% (congressional)
+- [TX-17](/us/states/tx/districts/17.md) — 41% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 100% (state senate)
+- [TX House District 13](/us/states/tx/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/frio/index.md b/data/jurisdictions/us/states/tx/counties/frio/index.md
index 15e6d87d32..a67d798184 100644
--- a/data/jurisdictions/us/states/tx/counties/frio/index.md
+++ b/data/jurisdictions/us/states/tx/counties/frio/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 53
   hispanic: 14461
   bachelors_plus: 1788
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/80"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 14461 |
 | Bachelor's or higher | 1788 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 100% (state senate)
+- [TX House District 80](/us/states/tx/districts/house/80.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/gaines/index.md b/data/jurisdictions/us/states/tx/counties/gaines/index.md
index bc939d77f3..5739bafc56 100644
--- a/data/jurisdictions/us/states/tx/counties/gaines/index.md
+++ b/data/jurisdictions/us/states/tx/counties/gaines/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 8954
   bachelors_plus: 1628
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 8954 |
 | Bachelor's or higher | 1628 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/galveston/index.md b/data/jurisdictions/us/states/tx/counties/galveston/index.md
index 3a0d925702..a530b54fd4 100644
--- a/data/jurisdictions/us/states/tx/counties/galveston/index.md
+++ b/data/jurisdictions/us/states/tx/counties/galveston/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1950
   hispanic: 94669
   bachelors_plus: 113517
+districts:
+  - to: "us/states/tx/districts/14"
+    rel: in-district
+    area_weight: 0.4878
+  - to: "us/states/tx/districts/senate/11"
+    rel: in-district
+    area_weight: 0.4037
+  - to: "us/states/tx/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0673
+  - to: "us/states/tx/districts/house/24"
+    rel: in-district
+    area_weight: 0.2398
+  - to: "us/states/tx/districts/house/23"
+    rel: in-district
+    area_weight: 0.2309
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 8 officeholders mapped.
 | Hispanic/Latino | 94669 |
 | Bachelor's or higher | 113517 |
 
+## Districts
+
+- [TX-14](/us/states/tx/districts/14.md) — 49% (congressional)
+- [TX Senate District 11](/us/states/tx/districts/senate/11.md) — 40% (state senate)
+- [TX Senate District 4](/us/states/tx/districts/senate/4.md) — 7% (state senate)
+- [TX House District 24](/us/states/tx/districts/house/24.md) — 24% (state house)
+- [TX House District 23](/us/states/tx/districts/house/23.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/garza/index.md b/data/jurisdictions/us/states/tx/counties/garza/index.md
index a6ea97a440..e197b45f35 100644
--- a/data/jurisdictions/us/states/tx/counties/garza/index.md
+++ b/data/jurisdictions/us/states/tx/counties/garza/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 183
   hispanic: 2533
   bachelors_plus: 466
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2533 |
 | Bachelor's or higher | 466 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/gillespie/index.md b/data/jurisdictions/us/states/tx/counties/gillespie/index.md
index 47ae6a3970..9797821e47 100644
--- a/data/jurisdictions/us/states/tx/counties/gillespie/index.md
+++ b/data/jurisdictions/us/states/tx/counties/gillespie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 124
   hispanic: 6307
   bachelors_plus: 10571
+districts:
+  - to: "us/states/tx/districts/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/19"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6307 |
 | Bachelor's or higher | 10571 |
 
+## Districts
+
+- [TX-21](/us/states/tx/districts/21.md) — 100% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 19](/us/states/tx/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/glasscock/index.md b/data/jurisdictions/us/states/tx/counties/glasscock/index.md
index 3a43568cf1..aeb17c7c2b 100644
--- a/data/jurisdictions/us/states/tx/counties/glasscock/index.md
+++ b/data/jurisdictions/us/states/tx/counties/glasscock/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 288
   bachelors_plus: 276
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/72"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 288 |
 | Bachelor's or higher | 276 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 72](/us/states/tx/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/goliad/index.md b/data/jurisdictions/us/states/tx/counties/goliad/index.md
index 6ef6656f1d..edcb0550a7 100644
--- a/data/jurisdictions/us/states/tx/counties/goliad/index.md
+++ b/data/jurisdictions/us/states/tx/counties/goliad/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 31
   hispanic: 2308
   bachelors_plus: 1471
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/30"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2308 |
 | Bachelor's or higher | 1471 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 30](/us/states/tx/districts/house/30.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/gonzales/index.md b/data/jurisdictions/us/states/tx/counties/gonzales/index.md
index 769438f09c..b3ce3bb873 100644
--- a/data/jurisdictions/us/states/tx/counties/gonzales/index.md
+++ b/data/jurisdictions/us/states/tx/counties/gonzales/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 244
   hispanic: 10139
   bachelors_plus: 1974
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/44"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10139 |
 | Bachelor's or higher | 1974 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 44](/us/states/tx/districts/house/44.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/gray/index.md b/data/jurisdictions/us/states/tx/counties/gray/index.md
index 13e384dd93..03425365e0 100644
--- a/data/jurisdictions/us/states/tx/counties/gray/index.md
+++ b/data/jurisdictions/us/states/tx/counties/gray/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 300
   hispanic: 6614
   bachelors_plus: 2709
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6614 |
 | Bachelor's or higher | 2709 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/grayson/index.md b/data/jurisdictions/us/states/tx/counties/grayson/index.md
index 9b60b263f4..123aa53c72 100644
--- a/data/jurisdictions/us/states/tx/counties/grayson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/grayson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1050
   hispanic: 23433
   bachelors_plus: 30706
+districts:
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/62"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 23433 |
 | Bachelor's or higher | 30706 |
 
+## Districts
+
+- [TX-04](/us/states/tx/districts/04.md) — 100% (congressional)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 100% (state senate)
+- [TX House District 62](/us/states/tx/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/gregg/index.md b/data/jurisdictions/us/states/tx/counties/gregg/index.md
index 0d40a8d4f2..614e8896e7 100644
--- a/data/jurisdictions/us/states/tx/counties/gregg/index.md
+++ b/data/jurisdictions/us/states/tx/counties/gregg/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 624
   hispanic: 25347
   bachelors_plus: 24731
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 25347 |
 | Bachelor's or higher | 24731 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 7](/us/states/tx/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/grimes/index.md b/data/jurisdictions/us/states/tx/counties/grimes/index.md
index 671cbda502..3725cf453f 100644
--- a/data/jurisdictions/us/states/tx/counties/grimes/index.md
+++ b/data/jurisdictions/us/states/tx/counties/grimes/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 175
   hispanic: 7998
   bachelors_plus: 5631
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/12"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7998 |
 | Bachelor's or higher | 5631 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 12](/us/states/tx/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/guadalupe/index.md b/data/jurisdictions/us/states/tx/counties/guadalupe/index.md
index 5d05f36159..7d8bc7a0b3 100644
--- a/data/jurisdictions/us/states/tx/counties/guadalupe/index.md
+++ b/data/jurisdictions/us/states/tx/counties/guadalupe/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 983
   hispanic: 71699
   bachelors_plus: 52298
+districts:
+  - to: "us/states/tx/districts/15"
+    rel: in-district
+    area_weight: 0.7863
+  - to: "us/states/tx/districts/28"
+    rel: in-district
+    area_weight: 0.2113
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.601
+  - to: "us/states/tx/districts/senate/25"
+    rel: in-district
+    area_weight: 0.2322
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1668
+  - to: "us/states/tx/districts/house/44"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 71699 |
 | Bachelor's or higher | 52298 |
 
+## Districts
+
+- [TX-15](/us/states/tx/districts/15.md) — 79% (congressional)
+- [TX-28](/us/states/tx/districts/28.md) — 21% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 60% (state senate)
+- [TX Senate District 25](/us/states/tx/districts/senate/25.md) — 23% (state senate)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 17% (state senate)
+- [TX House District 44](/us/states/tx/districts/house/44.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hale/index.md b/data/jurisdictions/us/states/tx/counties/hale/index.md
index a864280ac7..e658dd6205 100644
--- a/data/jurisdictions/us/states/tx/counties/hale/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hale/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 523
   hispanic: 19688
   bachelors_plus: 4179
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 19688 |
 | Bachelor's or higher | 4179 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hall/index.md b/data/jurisdictions/us/states/tx/counties/hall/index.md
index 5972618fd0..6580bb469b 100644
--- a/data/jurisdictions/us/states/tx/counties/hall/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hall/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 31
   hispanic: 1002
   bachelors_plus: 560
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1002 |
 | Bachelor's or higher | 560 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hamilton/index.md b/data/jurisdictions/us/states/tx/counties/hamilton/index.md
index 69e3e30112..d999902a73 100644
--- a/data/jurisdictions/us/states/tx/counties/hamilton/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hamilton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 1196
   bachelors_plus: 2055
+districts:
+  - to: "us/states/tx/districts/31"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/59"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1196 |
 | Bachelor's or higher | 2055 |
 
+## Districts
+
+- [TX-31](/us/states/tx/districts/31.md) — 100% (congressional)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 100% (state senate)
+- [TX House District 59](/us/states/tx/districts/house/59.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hansford/index.md b/data/jurisdictions/us/states/tx/counties/hansford/index.md
index 23704cebd8..4c65691e3f 100644
--- a/data/jurisdictions/us/states/tx/counties/hansford/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hansford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 57
   hispanic: 2572
   bachelors_plus: 1490
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/87"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2572 |
 | Bachelor's or higher | 1490 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 87](/us/states/tx/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hardeman/index.md b/data/jurisdictions/us/states/tx/counties/hardeman/index.md
index 4218a106a0..021836d3c1 100644
--- a/data/jurisdictions/us/states/tx/counties/hardeman/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hardeman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 39
   hispanic: 897
   bachelors_plus: 521
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 897 |
 | Bachelor's or higher | 521 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hardin/index.md b/data/jurisdictions/us/states/tx/counties/hardin/index.md
index 7014d69246..4cb7cf2f0f 100644
--- a/data/jurisdictions/us/states/tx/counties/hardin/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hardin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 147
   hispanic: 3936
   bachelors_plus: 10308
+districts:
+  - to: "us/states/tx/districts/36"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/18"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 3936 |
 | Bachelor's or higher | 10308 |
 
+## Districts
+
+- [TX-36](/us/states/tx/districts/36.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 18](/us/states/tx/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/harris/index.md b/data/jurisdictions/us/states/tx/counties/harris/index.md
index 9064998b74..b480cf9cc8 100644
--- a/data/jurisdictions/us/states/tx/counties/harris/index.md
+++ b/data/jurisdictions/us/states/tx/counties/harris/index.md
@@ -22,9 +22,135 @@ demographics:
   race_native: 49729
   hispanic: 2126581
   bachelors_plus: 1483440
+districts:
+  - to: "us/states/tx/districts/38"
+    rel: in-district
+    area_weight: 0.175
+  - to: "us/states/tx/districts/02"
+    rel: in-district
+    area_weight: 0.1695
+  - to: "us/states/tx/districts/36"
+    rel: in-district
+    area_weight: 0.1557
+  - to: "us/states/tx/districts/18"
+    rel: in-district
+    area_weight: 0.1307
+  - to: "us/states/tx/districts/08"
+    rel: in-district
+    area_weight: 0.1291
+  - to: "us/states/tx/districts/29"
+    rel: in-district
+    area_weight: 0.1178
+  - to: "us/states/tx/districts/09"
+    rel: in-district
+    area_weight: 0.0687
+  - to: "us/states/tx/districts/07"
+    rel: in-district
+    area_weight: 0.0406
+  - to: "us/states/tx/districts/22"
+    rel: in-district
+    area_weight: 0.0103
+  - to: "us/states/tx/districts/senate/6"
+    rel: in-district
+    area_weight: 0.189
+  - to: "us/states/tx/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1881
+  - to: "us/states/tx/districts/senate/15"
+    rel: in-district
+    area_weight: 0.1462
+  - to: "us/states/tx/districts/senate/4"
+    rel: in-district
+    area_weight: 0.1436
+  - to: "us/states/tx/districts/senate/11"
+    rel: in-district
+    area_weight: 0.0971
+  - to: "us/states/tx/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0901
+  - to: "us/states/tx/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0737
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0685
+  - to: "us/states/tx/districts/house/128"
+    rel: in-district
+    area_weight: 0.1199
+  - to: "us/states/tx/districts/house/130"
+    rel: in-district
+    area_weight: 0.0899
+  - to: "us/states/tx/districts/house/132"
+    rel: in-district
+    area_weight: 0.0844
+  - to: "us/states/tx/districts/house/127"
+    rel: in-district
+    area_weight: 0.0621
+  - to: "us/states/tx/districts/house/142"
+    rel: in-district
+    area_weight: 0.0613
+  - to: "us/states/tx/districts/house/129"
+    rel: in-district
+    area_weight: 0.0563
+  - to: "us/states/tx/districts/house/141"
+    rel: in-district
+    area_weight: 0.0528
+  - to: "us/states/tx/districts/house/143"
+    rel: in-district
+    area_weight: 0.0505
+  - to: "us/states/tx/districts/house/150"
+    rel: in-district
+    area_weight: 0.0434
+  - to: "us/states/tx/districts/house/138"
+    rel: in-district
+    area_weight: 0.0382
+  - to: "us/states/tx/districts/house/144"
+    rel: in-district
+    area_weight: 0.033
+  - to: "us/states/tx/districts/house/149"
+    rel: in-district
+    area_weight: 0.0298
+  - to: "us/states/tx/districts/house/131"
+    rel: in-district
+    area_weight: 0.0288
+  - to: "us/states/tx/districts/house/126"
+    rel: in-district
+    area_weight: 0.0286
+  - to: "us/states/tx/districts/house/140"
+    rel: in-district
+    area_weight: 0.0271
+  - to: "us/states/tx/districts/house/148"
+    rel: in-district
+    area_weight: 0.0266
+  - to: "us/states/tx/districts/house/139"
+    rel: in-district
+    area_weight: 0.025
+  - to: "us/states/tx/districts/house/147"
+    rel: in-district
+    area_weight: 0.0238
+  - to: "us/states/tx/districts/house/146"
+    rel: in-district
+    area_weight: 0.0236
+  - to: "us/states/tx/districts/house/135"
+    rel: in-district
+    area_weight: 0.0216
+  - to: "us/states/tx/districts/house/145"
+    rel: in-district
+    area_weight: 0.0207
+  - to: "us/states/tx/districts/house/134"
+    rel: in-district
+    area_weight: 0.0186
+  - to: "us/states/tx/districts/house/133"
+    rel: in-district
+    area_weight: 0.0185
+  - to: "us/states/tx/districts/house/137"
+    rel: in-district
+    area_weight: 0.0116
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +182,51 @@ County jurisdiction — 10 officeholders mapped.
 | Hispanic/Latino | 2126581 |
 | Bachelor's or higher | 1483440 |
 
+## Districts
+
+- [TX-38](/us/states/tx/districts/38.md) — 18% (congressional)
+- [TX-02](/us/states/tx/districts/02.md) — 17% (congressional)
+- [TX-36](/us/states/tx/districts/36.md) — 16% (congressional)
+- [TX-18](/us/states/tx/districts/18.md) — 13% (congressional)
+- [TX-08](/us/states/tx/districts/08.md) — 13% (congressional)
+- [TX-29](/us/states/tx/districts/29.md) — 12% (congressional)
+- [TX-09](/us/states/tx/districts/09.md) — 7% (congressional)
+- [TX-07](/us/states/tx/districts/07.md) — 4% (congressional)
+- [TX-22](/us/states/tx/districts/22.md) — 1% (congressional)
+- [TX Senate District 6](/us/states/tx/districts/senate/6.md) — 19% (state senate)
+- [TX Senate District 7](/us/states/tx/districts/senate/7.md) — 19% (state senate)
+- [TX Senate District 15](/us/states/tx/districts/senate/15.md) — 15% (state senate)
+- [TX Senate District 4](/us/states/tx/districts/senate/4.md) — 14% (state senate)
+- [TX Senate District 11](/us/states/tx/districts/senate/11.md) — 10% (state senate)
+- [TX Senate District 13](/us/states/tx/districts/senate/13.md) — 9% (state senate)
+- [TX Senate District 17](/us/states/tx/districts/senate/17.md) — 7% (state senate)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 7% (state senate)
+- [TX House District 128](/us/states/tx/districts/house/128.md) — 12% (state house)
+- [TX House District 130](/us/states/tx/districts/house/130.md) — 9% (state house)
+- [TX House District 132](/us/states/tx/districts/house/132.md) — 8% (state house)
+- [TX House District 127](/us/states/tx/districts/house/127.md) — 6% (state house)
+- [TX House District 142](/us/states/tx/districts/house/142.md) — 6% (state house)
+- [TX House District 129](/us/states/tx/districts/house/129.md) — 6% (state house)
+- [TX House District 141](/us/states/tx/districts/house/141.md) — 5% (state house)
+- [TX House District 143](/us/states/tx/districts/house/143.md) — 5% (state house)
+- [TX House District 150](/us/states/tx/districts/house/150.md) — 4% (state house)
+- [TX House District 138](/us/states/tx/districts/house/138.md) — 4% (state house)
+- [TX House District 144](/us/states/tx/districts/house/144.md) — 3% (state house)
+- [TX House District 149](/us/states/tx/districts/house/149.md) — 3% (state house)
+- [TX House District 131](/us/states/tx/districts/house/131.md) — 3% (state house)
+- [TX House District 126](/us/states/tx/districts/house/126.md) — 3% (state house)
+- [TX House District 140](/us/states/tx/districts/house/140.md) — 3% (state house)
+- [TX House District 148](/us/states/tx/districts/house/148.md) — 3% (state house)
+- [TX House District 139](/us/states/tx/districts/house/139.md) — 2% (state house)
+- [TX House District 147](/us/states/tx/districts/house/147.md) — 2% (state house)
+- [TX House District 146](/us/states/tx/districts/house/146.md) — 2% (state house)
+- [TX House District 135](/us/states/tx/districts/house/135.md) — 2% (state house)
+- [TX House District 145](/us/states/tx/districts/house/145.md) — 2% (state house)
+- [TX House District 134](/us/states/tx/districts/house/134.md) — 2% (state house)
+- [TX House District 133](/us/states/tx/districts/house/133.md) — 2% (state house)
+- [TX House District 137](/us/states/tx/districts/house/137.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/harrison/index.md b/data/jurisdictions/us/states/tx/counties/harrison/index.md
index 608fc2fa9d..ad95fa4bec 100644
--- a/data/jurisdictions/us/states/tx/counties/harrison/index.md
+++ b/data/jurisdictions/us/states/tx/counties/harrison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 233
   hispanic: 10404
   bachelors_plus: 13687
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10404 |
 | Bachelor's or higher | 13687 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 7](/us/states/tx/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hartley/index.md b/data/jurisdictions/us/states/tx/counties/hartley/index.md
index de6632d111..622e7aab19 100644
--- a/data/jurisdictions/us/states/tx/counties/hartley/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hartley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 1626
   bachelors_plus: 1077
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/86"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1626 |
 | Bachelor's or higher | 1077 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 86](/us/states/tx/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/haskell/index.md b/data/jurisdictions/us/states/tx/counties/haskell/index.md
index c2c59609ab..775d90f769 100644
--- a/data/jurisdictions/us/states/tx/counties/haskell/index.md
+++ b/data/jurisdictions/us/states/tx/counties/haskell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 1432
   bachelors_plus: 1308
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1432 |
 | Bachelor's or higher | 1308 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hays/index.md b/data/jurisdictions/us/states/tx/counties/hays/index.md
index 77fd3530d4..1ba9a952f8 100644
--- a/data/jurisdictions/us/states/tx/counties/hays/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hays/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 1966
   hispanic: 105942
   bachelors_plus: 98680
+districts:
+  - to: "us/states/tx/districts/21"
+    rel: in-district
+    area_weight: 0.8196
+  - to: "us/states/tx/districts/35"
+    rel: in-district
+    area_weight: 0.1801
+  - to: "us/states/tx/districts/senate/25"
+    rel: in-district
+    area_weight: 0.6929
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.3071
+  - to: "us/states/tx/districts/house/73"
+    rel: in-district
+    area_weight: 0.5387
+  - to: "us/states/tx/districts/house/45"
+    rel: in-district
+    area_weight: 0.4612
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 105942 |
 | Bachelor's or higher | 98680 |
 
+## Districts
+
+- [TX-21](/us/states/tx/districts/21.md) — 82% (congressional)
+- [TX-35](/us/states/tx/districts/35.md) — 18% (congressional)
+- [TX Senate District 25](/us/states/tx/districts/senate/25.md) — 69% (state senate)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 31% (state senate)
+- [TX House District 73](/us/states/tx/districts/house/73.md) — 54% (state house)
+- [TX House District 45](/us/states/tx/districts/house/45.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hemphill/index.md b/data/jurisdictions/us/states/tx/counties/hemphill/index.md
index 4c5a46a5d5..65b5b4aadd 100644
--- a/data/jurisdictions/us/states/tx/counties/hemphill/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hemphill/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 1054
   bachelors_plus: 581
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1054 |
 | Bachelor's or higher | 581 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/henderson/index.md b/data/jurisdictions/us/states/tx/counties/henderson/index.md
index d39b984cd8..d2220e38e2 100644
--- a/data/jurisdictions/us/states/tx/counties/henderson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/henderson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 259
   hispanic: 12555
   bachelors_plus: 16540
+districts:
+  - to: "us/states/tx/districts/05"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/8"
+    rel: in-district
+    area_weight: 0.6137
+  - to: "us/states/tx/districts/house/4"
+    rel: in-district
+    area_weight: 0.3861
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 12555 |
 | Bachelor's or higher | 16540 |
 
+## Districts
+
+- [TX-05](/us/states/tx/districts/05.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 8](/us/states/tx/districts/house/8.md) — 61% (state house)
+- [TX House District 4](/us/states/tx/districts/house/4.md) — 39% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hidalgo/index.md b/data/jurisdictions/us/states/tx/counties/hidalgo/index.md
index 1bd017b9af..ef69d7fa2a 100644
--- a/data/jurisdictions/us/states/tx/counties/hidalgo/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hidalgo/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 3751
   hispanic: 819984
   bachelors_plus: 140423
+districts:
+  - to: "us/states/tx/districts/15"
+    rel: in-district
+    area_weight: 0.8063
+  - to: "us/states/tx/districts/34"
+    rel: in-district
+    area_weight: 0.1907
+  - to: "us/states/tx/districts/senate/20"
+    rel: in-district
+    area_weight: 0.7102
+  - to: "us/states/tx/districts/senate/27"
+    rel: in-district
+    area_weight: 0.2893
+  - to: "us/states/tx/districts/house/35"
+    rel: in-district
+    area_weight: 0.6008
+  - to: "us/states/tx/districts/house/40"
+    rel: in-district
+    area_weight: 0.1473
+  - to: "us/states/tx/districts/house/39"
+    rel: in-district
+    area_weight: 0.1415
+  - to: "us/states/tx/districts/house/36"
+    rel: in-district
+    area_weight: 0.0692
+  - to: "us/states/tx/districts/house/41"
+    rel: in-district
+    area_weight: 0.0406
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 9 officeholders mapped.
 | Hispanic/Latino | 819984 |
 | Bachelor's or higher | 140423 |
 
+## Districts
+
+- [TX-15](/us/states/tx/districts/15.md) — 81% (congressional)
+- [TX-34](/us/states/tx/districts/34.md) — 19% (congressional)
+- [TX Senate District 20](/us/states/tx/districts/senate/20.md) — 71% (state senate)
+- [TX Senate District 27](/us/states/tx/districts/senate/27.md) — 29% (state senate)
+- [TX House District 35](/us/states/tx/districts/house/35.md) — 60% (state house)
+- [TX House District 40](/us/states/tx/districts/house/40.md) — 15% (state house)
+- [TX House District 39](/us/states/tx/districts/house/39.md) — 14% (state house)
+- [TX House District 36](/us/states/tx/districts/house/36.md) — 7% (state house)
+- [TX House District 41](/us/states/tx/districts/house/41.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hill/index.md b/data/jurisdictions/us/states/tx/counties/hill/index.md
index 0ca22185cf..b196152c25 100644
--- a/data/jurisdictions/us/states/tx/counties/hill/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hill/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 300
   hispanic: 8635
   bachelors_plus: 6188
+districts:
+  - to: "us/states/tx/districts/06"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/13"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8635 |
 | Bachelor's or higher | 6188 |
 
+## Districts
+
+- [TX-06](/us/states/tx/districts/06.md) — 100% (congressional)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 100% (state senate)
+- [TX House District 13](/us/states/tx/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hockley/index.md b/data/jurisdictions/us/states/tx/counties/hockley/index.md
index 218a3f6c81..f336ae41cf 100644
--- a/data/jurisdictions/us/states/tx/counties/hockley/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hockley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 76
   hispanic: 10718
   bachelors_plus: 3394
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10718 |
 | Bachelor's or higher | 3394 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hood/index.md b/data/jurisdictions/us/states/tx/counties/hood/index.md
index 7afd4186cc..7c8dc0bc64 100644
--- a/data/jurisdictions/us/states/tx/counties/hood/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hood/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 275
   hispanic: 9069
   bachelors_plus: 20734
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/59"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 9069 |
 | Bachelor's or higher | 20734 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 100% (congressional)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 100% (state senate)
+- [TX House District 59](/us/states/tx/districts/house/59.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hopkins/index.md b/data/jurisdictions/us/states/tx/counties/hopkins/index.md
index 581ef9edc2..0ba4be73e0 100644
--- a/data/jurisdictions/us/states/tx/counties/hopkins/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hopkins/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 227
   hispanic: 7066
   bachelors_plus: 7513
+districts:
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/2"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7066 |
 | Bachelor's or higher | 7513 |
 
+## Districts
+
+- [TX-04](/us/states/tx/districts/04.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 2](/us/states/tx/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/houston/index.md b/data/jurisdictions/us/states/tx/counties/houston/index.md
index 7a61ea7204..bf44d7bb0d 100644
--- a/data/jurisdictions/us/states/tx/counties/houston/index.md
+++ b/data/jurisdictions/us/states/tx/counties/houston/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 216
   hispanic: 3187
   bachelors_plus: 3214
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.9975
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/9"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3187 |
 | Bachelor's or higher | 3214 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 9](/us/states/tx/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/howard/index.md b/data/jurisdictions/us/states/tx/counties/howard/index.md
index 7de9c76c08..ce7d98ae26 100644
--- a/data/jurisdictions/us/states/tx/counties/howard/index.md
+++ b/data/jurisdictions/us/states/tx/counties/howard/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 125
   hispanic: 15408
   bachelors_plus: 4578
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/72"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 15408 |
 | Bachelor's or higher | 4578 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 72](/us/states/tx/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hudspeth/index.md b/data/jurisdictions/us/states/tx/counties/hudspeth/index.md
index 09db71c2b9..54e2de9067 100644
--- a/data/jurisdictions/us/states/tx/counties/hudspeth/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hudspeth/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 20
   hispanic: 2270
   bachelors_plus: 248
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tx/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2270 |
 | Bachelor's or higher | 248 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 29](/us/states/tx/districts/senate/29.md) — 100% (state senate)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hunt/index.md b/data/jurisdictions/us/states/tx/counties/hunt/index.md
index 230cc32444..108199317b 100644
--- a/data/jurisdictions/us/states/tx/counties/hunt/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hunt/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 920
   hispanic: 23418
   bachelors_plus: 21560
+districts:
+  - to: "us/states/tx/districts/03"
+    rel: in-district
+    area_weight: 0.8865
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.1134
+  - to: "us/states/tx/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/2"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 23418 |
 | Bachelor's or higher | 21560 |
 
+## Districts
+
+- [TX-03](/us/states/tx/districts/03.md) — 89% (congressional)
+- [TX-04](/us/states/tx/districts/04.md) — 11% (congressional)
+- [TX Senate District 8](/us/states/tx/districts/senate/8.md) — 100% (state senate)
+- [TX House District 2](/us/states/tx/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/hutchinson/index.md b/data/jurisdictions/us/states/tx/counties/hutchinson/index.md
index 05ff952a0b..5757cc36dc 100644
--- a/data/jurisdictions/us/states/tx/counties/hutchinson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/hutchinson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 404
   hispanic: 5012
   bachelors_plus: 2793
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/87"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5012 |
 | Bachelor's or higher | 2793 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 87](/us/states/tx/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/irion/index.md b/data/jurisdictions/us/states/tx/counties/irion/index.md
index d98f7df1b1..63e0f31952 100644
--- a/data/jurisdictions/us/states/tx/counties/irion/index.md
+++ b/data/jurisdictions/us/states/tx/counties/irion/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 40
   hispanic: 388
   bachelors_plus: 351
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/house/72"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 388 |
 | Bachelor's or higher | 351 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 72](/us/states/tx/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/jack/index.md b/data/jurisdictions/us/states/tx/counties/jack/index.md
index 0fc9d2efef..95b930d1fc 100644
--- a/data/jurisdictions/us/states/tx/counties/jack/index.md
+++ b/data/jurisdictions/us/states/tx/counties/jack/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 1660
   bachelors_plus: 1133
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1660 |
 | Bachelor's or higher | 1133 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 100% (congressional)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/jackson/index.md b/data/jurisdictions/us/states/tx/counties/jackson/index.md
index 943514f898..10bbe59acb 100644
--- a/data/jurisdictions/us/states/tx/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/jackson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 5055
   bachelors_plus: 2130
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/30"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5055 |
 | Bachelor's or higher | 2130 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 100% (congressional)
+- [TX Senate District 17](/us/states/tx/districts/senate/17.md) — 100% (state senate)
+- [TX House District 30](/us/states/tx/districts/house/30.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/jasper/index.md b/data/jurisdictions/us/states/tx/counties/jasper/index.md
index 81d6cd716f..7b9d71f041 100644
--- a/data/jurisdictions/us/states/tx/counties/jasper/index.md
+++ b/data/jurisdictions/us/states/tx/counties/jasper/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 26
   hispanic: 2288
   bachelors_plus: 4245
+districts:
+  - to: "us/states/tx/districts/36"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/21"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2288 |
 | Bachelor's or higher | 4245 |
 
+## Districts
+
+- [TX-36](/us/states/tx/districts/36.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 21](/us/states/tx/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/jeff-davis/index.md b/data/jurisdictions/us/states/tx/counties/jeff-davis/index.md
index 1445207226..60d2c8a3b2 100644
--- a/data/jurisdictions/us/states/tx/counties/jeff-davis/index.md
+++ b/data/jurisdictions/us/states/tx/counties/jeff-davis/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 562
   bachelors_plus: 776
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/29"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 562 |
 | Bachelor's or higher | 776 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 29](/us/states/tx/districts/senate/29.md) — 100% (state senate)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/jefferson/index.md b/data/jurisdictions/us/states/tx/counties/jefferson/index.md
index 3a8c4b5983..3b198e2a3f 100644
--- a/data/jurisdictions/us/states/tx/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/jefferson/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 1566
   hispanic: 61240
   bachelors_plus: 44212
+districts:
+  - to: "us/states/tx/districts/14"
+    rel: in-district
+    area_weight: 0.6542
+  - to: "us/states/tx/districts/36"
+    rel: in-district
+    area_weight: 0.2322
+  - to: "us/states/tx/districts/senate/4"
+    rel: in-district
+    area_weight: 0.7334
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.1527
+  - to: "us/states/tx/districts/house/21"
+    rel: in-district
+    area_weight: 0.6769
+  - to: "us/states/tx/districts/house/22"
+    rel: in-district
+    area_weight: 0.2089
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 61240 |
 | Bachelor's or higher | 44212 |
 
+## Districts
+
+- [TX-14](/us/states/tx/districts/14.md) — 65% (congressional)
+- [TX-36](/us/states/tx/districts/36.md) — 23% (congressional)
+- [TX Senate District 4](/us/states/tx/districts/senate/4.md) — 73% (state senate)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 15% (state senate)
+- [TX House District 21](/us/states/tx/districts/house/21.md) — 68% (state house)
+- [TX House District 22](/us/states/tx/districts/house/22.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/jim-hogg/index.md b/data/jurisdictions/us/states/tx/counties/jim-hogg/index.md
index b9b402c08c..dd56f87990 100644
--- a/data/jurisdictions/us/states/tx/counties/jim-hogg/index.md
+++ b/data/jurisdictions/us/states/tx/counties/jim-hogg/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 4322
   bachelors_plus: 506
+districts:
+  - to: "us/states/tx/districts/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4322 |
 | Bachelor's or higher | 506 |
 
+## Districts
+
+- [TX-28](/us/states/tx/districts/28.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/jim-wells/index.md b/data/jurisdictions/us/states/tx/counties/jim-wells/index.md
index 188b2af7ba..3518646d4b 100644
--- a/data/jurisdictions/us/states/tx/counties/jim-wells/index.md
+++ b/data/jurisdictions/us/states/tx/counties/jim-wells/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 204
   hispanic: 30899
   bachelors_plus: 5212
+districts:
+  - to: "us/states/tx/districts/15"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tx/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/43"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 30899 |
 | Bachelor's or higher | 5212 |
 
+## Districts
+
+- [TX-15](/us/states/tx/districts/15.md) — 100% (congressional)
+- [TX Senate District 20](/us/states/tx/districts/senate/20.md) — 100% (state senate)
+- [TX House District 43](/us/states/tx/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/johnson/index.md b/data/jurisdictions/us/states/tx/counties/johnson/index.md
index 4b1e59290f..f43fa7eab1 100644
--- a/data/jurisdictions/us/states/tx/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/johnson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1532
   hispanic: 49502
   bachelors_plus: 41916
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 0.68
+  - to: "us/states/tx/districts/06"
+    rel: in-district
+    area_weight: 0.3192
+  - to: "us/states/tx/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/58"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 49502 |
 | Bachelor's or higher | 41916 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 68% (congressional)
+- [TX-06](/us/states/tx/districts/06.md) — 32% (congressional)
+- [TX Senate District 10](/us/states/tx/districts/senate/10.md) — 100% (state senate)
+- [TX House District 58](/us/states/tx/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/jones/index.md b/data/jurisdictions/us/states/tx/counties/jones/index.md
index 4fc0c2fb28..fa6cae7b16 100644
--- a/data/jurisdictions/us/states/tx/counties/jones/index.md
+++ b/data/jurisdictions/us/states/tx/counties/jones/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 164
   hispanic: 5816
   bachelors_plus: 2229
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/71"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5816 |
 | Bachelor's or higher | 2229 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 71](/us/states/tx/districts/house/71.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/karnes/index.md b/data/jurisdictions/us/states/tx/counties/karnes/index.md
index 45872d86ce..5fe66c905d 100644
--- a/data/jurisdictions/us/states/tx/counties/karnes/index.md
+++ b/data/jurisdictions/us/states/tx/counties/karnes/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 28
   hispanic: 7991
   bachelors_plus: 2063
+districts:
+  - to: "us/states/tx/districts/15"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7991 |
 | Bachelor's or higher | 2063 |
 
+## Districts
+
+- [TX-15](/us/states/tx/districts/15.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/kaufman/index.md b/data/jurisdictions/us/states/tx/counties/kaufman/index.md
index 048c6b2ba6..4a7e4204cf 100644
--- a/data/jurisdictions/us/states/tx/counties/kaufman/index.md
+++ b/data/jurisdictions/us/states/tx/counties/kaufman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1450
   hispanic: 47209
   bachelors_plus: 37148
+districts:
+  - to: "us/states/tx/districts/05"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/tx/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/4"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 47209 |
 | Bachelor's or higher | 37148 |
 
+## Districts
+
+- [TX-05](/us/states/tx/districts/05.md) — 100% (congressional)
+- [TX Senate District 2](/us/states/tx/districts/senate/2.md) — 100% (state senate)
+- [TX House District 4](/us/states/tx/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/kendall/index.md b/data/jurisdictions/us/states/tx/counties/kendall/index.md
index 76596151e4..b8d7e3934d 100644
--- a/data/jurisdictions/us/states/tx/counties/kendall/index.md
+++ b/data/jurisdictions/us/states/tx/counties/kendall/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 107
   hispanic: 11835
   bachelors_plus: 22404
+districts:
+  - to: "us/states/tx/districts/21"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tx/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/19"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 11835 |
 | Bachelor's or higher | 22404 |
 
+## Districts
+
+- [TX-21](/us/states/tx/districts/21.md) — 100% (congressional)
+- [TX Senate District 25](/us/states/tx/districts/senate/25.md) — 100% (state senate)
+- [TX House District 19](/us/states/tx/districts/house/19.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/kenedy/index.md b/data/jurisdictions/us/states/tx/counties/kenedy/index.md
index 101c66d1bd..1826a12203 100644
--- a/data/jurisdictions/us/states/tx/counties/kenedy/index.md
+++ b/data/jurisdictions/us/states/tx/counties/kenedy/index.md
@@ -21,9 +21,21 @@ demographics:
   race_native: 1
   hispanic: 128
   bachelors_plus: 27
+districts:
+  - to: "us/states/tx/districts/34"
+    rel: in-district
+    area_weight: 0.8029
+  - to: "us/states/tx/districts/senate/27"
+    rel: in-district
+    area_weight: 0.7933
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 0.7933
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -54,6 +66,13 @@ County jurisdiction.
 | Hispanic/Latino | 128 |
 | Bachelor's or higher | 27 |
 
+## Districts
+
+- [TX-34](/us/states/tx/districts/34.md) — 80% (congressional)
+- [TX Senate District 27](/us/states/tx/districts/senate/27.md) — 79% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 79% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/kent/index.md b/data/jurisdictions/us/states/tx/counties/kent/index.md
index 8c6b0f135d..3d004b3d6f 100644
--- a/data/jurisdictions/us/states/tx/counties/kent/index.md
+++ b/data/jurisdictions/us/states/tx/counties/kent/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 118
   bachelors_plus: 212
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 118 |
 | Bachelor's or higher | 212 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/kerr/index.md b/data/jurisdictions/us/states/tx/counties/kerr/index.md
index a776f25dfb..0e1cc71c6b 100644
--- a/data/jurisdictions/us/states/tx/counties/kerr/index.md
+++ b/data/jurisdictions/us/states/tx/counties/kerr/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 368
   hispanic: 14337
   bachelors_plus: 17218
+districts:
+  - to: "us/states/tx/districts/21"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 14337 |
 | Bachelor's or higher | 17218 |
 
+## Districts
+
+- [TX-21](/us/states/tx/districts/21.md) — 100% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/kimble/index.md b/data/jurisdictions/us/states/tx/counties/kimble/index.md
index b3f5e52d17..2de36096de 100644
--- a/data/jurisdictions/us/states/tx/counties/kimble/index.md
+++ b/data/jurisdictions/us/states/tx/counties/kimble/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 50
   hispanic: 1162
   bachelors_plus: 1205
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1162 |
 | Bachelor's or higher | 1205 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/king/index.md b/data/jurisdictions/us/states/tx/counties/king/index.md
index 2cd5dfbb36..c6fe656619 100644
--- a/data/jurisdictions/us/states/tx/counties/king/index.md
+++ b/data/jurisdictions/us/states/tx/counties/king/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 35
   bachelors_plus: 79
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 35 |
 | Bachelor's or higher | 79 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/kinney/index.md b/data/jurisdictions/us/states/tx/counties/kinney/index.md
index 354b475619..01d5a7b558 100644
--- a/data/jurisdictions/us/states/tx/counties/kinney/index.md
+++ b/data/jurisdictions/us/states/tx/counties/kinney/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 65
   hispanic: 1814
   bachelors_plus: 344
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1814 |
 | Bachelor's or higher | 344 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 100% (state senate)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/kleberg/index.md b/data/jurisdictions/us/states/tx/counties/kleberg/index.md
index 5b36679a35..d3c8b3df45 100644
--- a/data/jurisdictions/us/states/tx/counties/kleberg/index.md
+++ b/data/jurisdictions/us/states/tx/counties/kleberg/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 208
   hispanic: 21825
   bachelors_plus: 5422
+districts:
+  - to: "us/states/tx/districts/34"
+    rel: in-district
+    area_weight: 0.8523
+  - to: "us/states/tx/districts/senate/27"
+    rel: in-district
+    area_weight: 0.8328
+  - to: "us/states/tx/districts/house/43"
+    rel: in-district
+    area_weight: 0.8327
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 21825 |
 | Bachelor's or higher | 5422 |
 
+## Districts
+
+- [TX-34](/us/states/tx/districts/34.md) — 85% (congressional)
+- [TX Senate District 27](/us/states/tx/districts/senate/27.md) — 83% (state senate)
+- [TX House District 43](/us/states/tx/districts/house/43.md) — 83% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/knox/index.md b/data/jurisdictions/us/states/tx/counties/knox/index.md
index 7fbd450119..5d15e95945 100644
--- a/data/jurisdictions/us/states/tx/counties/knox/index.md
+++ b/data/jurisdictions/us/states/tx/counties/knox/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 1109
   bachelors_plus: 376
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1109 |
 | Bachelor's or higher | 376 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/la-salle/index.md b/data/jurisdictions/us/states/tx/counties/la-salle/index.md
index 0c276d9716..41a156f65b 100644
--- a/data/jurisdictions/us/states/tx/counties/la-salle/index.md
+++ b/data/jurisdictions/us/states/tx/counties/la-salle/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 36
   hispanic: 4910
   bachelors_plus: 747
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4910 |
 | Bachelor's or higher | 747 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/lamar/index.md b/data/jurisdictions/us/states/tx/counties/lamar/index.md
index ec3b98e40e..d02ee9d85c 100644
--- a/data/jurisdictions/us/states/tx/counties/lamar/index.md
+++ b/data/jurisdictions/us/states/tx/counties/lamar/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 368
   hispanic: 4871
   bachelors_plus: 9969
+districts:
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/house/1"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4871 |
 | Bachelor's or higher | 9969 |
 
+## Districts
+
+- [TX-04](/us/states/tx/districts/04.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 1](/us/states/tx/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/lamb/index.md b/data/jurisdictions/us/states/tx/counties/lamb/index.md
index 024d4961bd..55fdaeea57 100644
--- a/data/jurisdictions/us/states/tx/counties/lamb/index.md
+++ b/data/jurisdictions/us/states/tx/counties/lamb/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 52
   hispanic: 7478
   bachelors_plus: 1540
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7478 |
 | Bachelor's or higher | 1540 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/lampasas/index.md b/data/jurisdictions/us/states/tx/counties/lampasas/index.md
index b699f601a8..ee4c1ece80 100644
--- a/data/jurisdictions/us/states/tx/counties/lampasas/index.md
+++ b/data/jurisdictions/us/states/tx/counties/lampasas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 159
   hispanic: 4657
   bachelors_plus: 5058
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4657 |
 | Bachelor's or higher | 5058 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/lavaca/index.md b/data/jurisdictions/us/states/tx/counties/lavaca/index.md
index 3c1c213dab..871de3ccb2 100644
--- a/data/jurisdictions/us/states/tx/counties/lavaca/index.md
+++ b/data/jurisdictions/us/states/tx/counties/lavaca/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 4129
   bachelors_plus: 4138
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/30"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4129 |
 | Bachelor's or higher | 4138 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 30](/us/states/tx/districts/house/30.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/lee/index.md b/data/jurisdictions/us/states/tx/counties/lee/index.md
index 365ebf0f98..30203e7990 100644
--- a/data/jurisdictions/us/states/tx/counties/lee/index.md
+++ b/data/jurisdictions/us/states/tx/counties/lee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 353
   hispanic: 4774
   bachelors_plus: 3225
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/17"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4774 |
 | Bachelor's or higher | 3225 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 17](/us/states/tx/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/leon/index.md b/data/jurisdictions/us/states/tx/counties/leon/index.md
index 619387f155..690be15d51 100644
--- a/data/jurisdictions/us/states/tx/counties/leon/index.md
+++ b/data/jurisdictions/us/states/tx/counties/leon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 175
   hispanic: 2712
   bachelors_plus: 2880
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/13"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2712 |
 | Bachelor's or higher | 2880 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 100% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 100% (state senate)
+- [TX House District 13](/us/states/tx/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/liberty/index.md b/data/jurisdictions/us/states/tx/counties/liberty/index.md
index 525b8fb0ab..3b073d14f9 100644
--- a/data/jurisdictions/us/states/tx/counties/liberty/index.md
+++ b/data/jurisdictions/us/states/tx/counties/liberty/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1060
   hispanic: 40921
   bachelors_plus: 9838
+districts:
+  - to: "us/states/tx/districts/36"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/18"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 40921 |
 | Bachelor's or higher | 9838 |
 
+## Districts
+
+- [TX-36](/us/states/tx/districts/36.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 18](/us/states/tx/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/limestone/index.md b/data/jurisdictions/us/states/tx/counties/limestone/index.md
index 408241ac34..5f1630c543 100644
--- a/data/jurisdictions/us/states/tx/counties/limestone/index.md
+++ b/data/jurisdictions/us/states/tx/counties/limestone/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 5243
   bachelors_plus: 3799
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/13"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5243 |
 | Bachelor's or higher | 3799 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 100% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 100% (state senate)
+- [TX House District 13](/us/states/tx/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/lipscomb/index.md b/data/jurisdictions/us/states/tx/counties/lipscomb/index.md
index 07236e71a6..e7e3bf457e 100644
--- a/data/jurisdictions/us/states/tx/counties/lipscomb/index.md
+++ b/data/jurisdictions/us/states/tx/counties/lipscomb/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 1127
   bachelors_plus: 475
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/87"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1127 |
 | Bachelor's or higher | 475 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 87](/us/states/tx/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/live-oak/index.md b/data/jurisdictions/us/states/tx/counties/live-oak/index.md
index 90f1f689cf..e088ef369e 100644
--- a/data/jurisdictions/us/states/tx/counties/live-oak/index.md
+++ b/data/jurisdictions/us/states/tx/counties/live-oak/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 4911
   bachelors_plus: 1902
+districts:
+  - to: "us/states/tx/districts/15"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4911 |
 | Bachelor's or higher | 1902 |
 
+## Districts
+
+- [TX-15](/us/states/tx/districts/15.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/llano/index.md b/data/jurisdictions/us/states/tx/counties/llano/index.md
index 1ce81744f7..ac1a5612fd 100644
--- a/data/jurisdictions/us/states/tx/counties/llano/index.md
+++ b/data/jurisdictions/us/states/tx/counties/llano/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 53
   hispanic: 2995
   bachelors_plus: 7512
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9969
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2995 |
 | Bachelor's or higher | 7512 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/loving/index.md b/data/jurisdictions/us/states/tx/counties/loving/index.md
index e3d1daea1e..fb406d73b9 100644
--- a/data/jurisdictions/us/states/tx/counties/loving/index.md
+++ b/data/jurisdictions/us/states/tx/counties/loving/index.md
@@ -18,9 +18,21 @@ demographics:
   race_asian: 2
   race_native: 0
   hispanic: 0
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/81"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -48,6 +60,13 @@ County jurisdiction.
 | Native | 0 |
 | Hispanic/Latino | 0 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 81](/us/states/tx/districts/house/81.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/lubbock/index.md b/data/jurisdictions/us/states/tx/counties/lubbock/index.md
index 1717df0976..7c44e06f94 100644
--- a/data/jurisdictions/us/states/tx/counties/lubbock/index.md
+++ b/data/jurisdictions/us/states/tx/counties/lubbock/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1836
   hispanic: 115556
   bachelors_plus: 89566
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 0.692
+  - to: "us/states/tx/districts/house/84"
+    rel: in-district
+    area_weight: 0.308
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 115556 |
 | Bachelor's or higher | 89566 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 69% (state house)
+- [TX House District 84](/us/states/tx/districts/house/84.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/lynn/index.md b/data/jurisdictions/us/states/tx/counties/lynn/index.md
index d3ebd6893f..1a45aeeb36 100644
--- a/data/jurisdictions/us/states/tx/counties/lynn/index.md
+++ b/data/jurisdictions/us/states/tx/counties/lynn/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 88
   hispanic: 2370
   bachelors_plus: 1395
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2370 |
 | Bachelor's or higher | 1395 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/madison/index.md b/data/jurisdictions/us/states/tx/counties/madison/index.md
index 7367811adb..4e5c082ae1 100644
--- a/data/jurisdictions/us/states/tx/counties/madison/index.md
+++ b/data/jurisdictions/us/states/tx/counties/madison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 36
   hispanic: 3573
   bachelors_plus: 2050
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/12"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3573 |
 | Bachelor's or higher | 2050 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 100% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 100% (state senate)
+- [TX House District 12](/us/states/tx/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/marion/index.md b/data/jurisdictions/us/states/tx/counties/marion/index.md
index e1a7a2b574..db3481d964 100644
--- a/data/jurisdictions/us/states/tx/counties/marion/index.md
+++ b/data/jurisdictions/us/states/tx/counties/marion/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 40
   hispanic: 468
   bachelors_plus: 1343
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/7"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 468 |
 | Bachelor's or higher | 1343 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 7](/us/states/tx/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/martin/index.md b/data/jurisdictions/us/states/tx/counties/martin/index.md
index f6206c2861..e619569e38 100644
--- a/data/jurisdictions/us/states/tx/counties/martin/index.md
+++ b/data/jurisdictions/us/states/tx/counties/martin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 2488
   bachelors_plus: 798
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/82"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2488 |
 | Bachelor's or higher | 798 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 82](/us/states/tx/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/mason/index.md b/data/jurisdictions/us/states/tx/counties/mason/index.md
index 86bcbcf152..23a34d0773 100644
--- a/data/jurisdictions/us/states/tx/counties/mason/index.md
+++ b/data/jurisdictions/us/states/tx/counties/mason/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 749
   bachelors_plus: 1591
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 749 |
 | Bachelor's or higher | 1591 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/matagorda/index.md b/data/jurisdictions/us/states/tx/counties/matagorda/index.md
index 950d3b1a12..9de423e188 100644
--- a/data/jurisdictions/us/states/tx/counties/matagorda/index.md
+++ b/data/jurisdictions/us/states/tx/counties/matagorda/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 128
   hispanic: 15889
   bachelors_plus: 7321
+districts:
+  - to: "us/states/tx/districts/22"
+    rel: in-district
+    area_weight: 0.857
+  - to: "us/states/tx/districts/senate/17"
+    rel: in-district
+    area_weight: 0.8576
+  - to: "us/states/tx/districts/house/30"
+    rel: in-district
+    area_weight: 0.8575
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 15889 |
 | Bachelor's or higher | 7321 |
 
+## Districts
+
+- [TX-22](/us/states/tx/districts/22.md) — 86% (congressional)
+- [TX Senate District 17](/us/states/tx/districts/senate/17.md) — 86% (state senate)
+- [TX House District 30](/us/states/tx/districts/house/30.md) — 86% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/maverick/index.md b/data/jurisdictions/us/states/tx/counties/maverick/index.md
index 6a2b46f68c..f0dbb0894a 100644
--- a/data/jurisdictions/us/states/tx/counties/maverick/index.md
+++ b/data/jurisdictions/us/states/tx/counties/maverick/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1005
   hispanic: 55049
   bachelors_plus: 6269
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 55049 |
 | Bachelor's or higher | 6269 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 100% (state senate)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/mcculloch/index.md b/data/jurisdictions/us/states/tx/counties/mcculloch/index.md
index 2391832eb1..7cb4e12793 100644
--- a/data/jurisdictions/us/states/tx/counties/mcculloch/index.md
+++ b/data/jurisdictions/us/states/tx/counties/mcculloch/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 36
   hispanic: 2289
   bachelors_plus: 1748
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2289 |
 | Bachelor's or higher | 1748 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/mclennan/index.md b/data/jurisdictions/us/states/tx/counties/mclennan/index.md
index 1568a0105a..34ad95c9e5 100644
--- a/data/jurisdictions/us/states/tx/counties/mclennan/index.md
+++ b/data/jurisdictions/us/states/tx/counties/mclennan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1097
   hispanic: 71761
   bachelors_plus: 65879
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/56"
+    rel: in-district
+    area_weight: 0.7571
+  - to: "us/states/tx/districts/house/13"
+    rel: in-district
+    area_weight: 0.2429
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 71761 |
 | Bachelor's or higher | 65879 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 100% (congressional)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 100% (state senate)
+- [TX House District 56](/us/states/tx/districts/house/56.md) — 76% (state house)
+- [TX House District 13](/us/states/tx/districts/house/13.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/mcmullen/index.md b/data/jurisdictions/us/states/tx/counties/mcmullen/index.md
index fe3e8bcf36..793c9e8cf6 100644
--- a/data/jurisdictions/us/states/tx/counties/mcmullen/index.md
+++ b/data/jurisdictions/us/states/tx/counties/mcmullen/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3
   hispanic: 435
   bachelors_plus: 81
+districts:
+  - to: "us/states/tx/districts/28"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 435 |
 | Bachelor's or higher | 81 |
 
+## Districts
+
+- [TX-28](/us/states/tx/districts/28.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/medina/index.md b/data/jurisdictions/us/states/tx/counties/medina/index.md
index ff2d28afeb..d297e3f894 100644
--- a/data/jurisdictions/us/states/tx/counties/medina/index.md
+++ b/data/jurisdictions/us/states/tx/counties/medina/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 305
   hispanic: 27578
   bachelors_plus: 11509
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 27578 |
 | Bachelor's or higher | 11509 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/menard/index.md b/data/jurisdictions/us/states/tx/counties/menard/index.md
index a8ede8aeb8..ea9612897d 100644
--- a/data/jurisdictions/us/states/tx/counties/menard/index.md
+++ b/data/jurisdictions/us/states/tx/counties/menard/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 503
   bachelors_plus: 474
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 503 |
 | Bachelor's or higher | 474 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/midland/index.md b/data/jurisdictions/us/states/tx/counties/midland/index.md
index 7abae8dcaa..30f4d4a8d9 100644
--- a/data/jurisdictions/us/states/tx/counties/midland/index.md
+++ b/data/jurisdictions/us/states/tx/counties/midland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 988
   hispanic: 80341
   bachelors_plus: 44359
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/82"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 80341 |
 | Bachelor's or higher | 44359 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 82](/us/states/tx/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/milam/index.md b/data/jurisdictions/us/states/tx/counties/milam/index.md
index 0765ced3dc..6c088e9cf7 100644
--- a/data/jurisdictions/us/states/tx/counties/milam/index.md
+++ b/data/jurisdictions/us/states/tx/counties/milam/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 40
   hispanic: 6638
   bachelors_plus: 4826
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/17"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6638 |
 | Bachelor's or higher | 4826 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 100% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 100% (state senate)
+- [TX House District 17](/us/states/tx/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/mills/index.md b/data/jurisdictions/us/states/tx/counties/mills/index.md
index fea2ac7ee7..b6510ffeef 100644
--- a/data/jurisdictions/us/states/tx/counties/mills/index.md
+++ b/data/jurisdictions/us/states/tx/counties/mills/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 947
   bachelors_plus: 1216
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 947 |
 | Bachelor's or higher | 1216 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/mitchell/index.md b/data/jurisdictions/us/states/tx/counties/mitchell/index.md
index 48a526257a..ffdc2fec3e 100644
--- a/data/jurisdictions/us/states/tx/counties/mitchell/index.md
+++ b/data/jurisdictions/us/states/tx/counties/mitchell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 73
   hispanic: 3500
   bachelors_plus: 932
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3500 |
 | Bachelor's or higher | 932 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/montague/index.md b/data/jurisdictions/us/states/tx/counties/montague/index.md
index b2970fb6a9..7af471abf1 100644
--- a/data/jurisdictions/us/states/tx/counties/montague/index.md
+++ b/data/jurisdictions/us/states/tx/counties/montague/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 105
   hispanic: 2586
   bachelors_plus: 3650
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2586 |
 | Bachelor's or higher | 3650 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/montgomery/index.md b/data/jurisdictions/us/states/tx/counties/montgomery/index.md
index eeb44aeba1..6aca5eb436 100644
--- a/data/jurisdictions/us/states/tx/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/tx/counties/montgomery/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 3486
   hispanic: 191006
   bachelors_plus: 236051
+districts:
+  - to: "us/states/tx/districts/08"
+    rel: in-district
+    area_weight: 0.6675
+  - to: "us/states/tx/districts/02"
+    rel: in-district
+    area_weight: 0.3321
+  - to: "us/states/tx/districts/senate/4"
+    rel: in-district
+    area_weight: 0.7618
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1512
+  - to: "us/states/tx/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0868
+  - to: "us/states/tx/districts/house/16"
+    rel: in-district
+    area_weight: 0.4969
+  - to: "us/states/tx/districts/house/3"
+    rel: in-district
+    area_weight: 0.3254
+  - to: "us/states/tx/districts/house/15"
+    rel: in-district
+    area_weight: 0.1003
+  - to: "us/states/tx/districts/house/18"
+    rel: in-district
+    area_weight: 0.0772
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 191006 |
 | Bachelor's or higher | 236051 |
 
+## Districts
+
+- [TX-08](/us/states/tx/districts/08.md) — 67% (congressional)
+- [TX-02](/us/states/tx/districts/02.md) — 33% (congressional)
+- [TX Senate District 4](/us/states/tx/districts/senate/4.md) — 76% (state senate)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 15% (state senate)
+- [TX Senate District 7](/us/states/tx/districts/senate/7.md) — 9% (state senate)
+- [TX House District 16](/us/states/tx/districts/house/16.md) — 50% (state house)
+- [TX House District 3](/us/states/tx/districts/house/3.md) — 33% (state house)
+- [TX House District 15](/us/states/tx/districts/house/15.md) — 10% (state house)
+- [TX House District 18](/us/states/tx/districts/house/18.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/moore/index.md b/data/jurisdictions/us/states/tx/counties/moore/index.md
index 504c3b4d18..a0b8466936 100644
--- a/data/jurisdictions/us/states/tx/counties/moore/index.md
+++ b/data/jurisdictions/us/states/tx/counties/moore/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 589
   hispanic: 13048
   bachelors_plus: 1915
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/87"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 13048 |
 | Bachelor's or higher | 1915 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 87](/us/states/tx/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/morris/index.md b/data/jurisdictions/us/states/tx/counties/morris/index.md
index 5b22099e0e..6e7752dd55 100644
--- a/data/jurisdictions/us/states/tx/counties/morris/index.md
+++ b/data/jurisdictions/us/states/tx/counties/morris/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 88
   hispanic: 1355
   bachelors_plus: 1719
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/1"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1355 |
 | Bachelor's or higher | 1719 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 1](/us/states/tx/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/motley/index.md b/data/jurisdictions/us/states/tx/counties/motley/index.md
index 20e4901908..8fde40653a 100644
--- a/data/jurisdictions/us/states/tx/counties/motley/index.md
+++ b/data/jurisdictions/us/states/tx/counties/motley/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 119
   bachelors_plus: 231
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 119 |
 | Bachelor's or higher | 231 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/nacogdoches/index.md b/data/jurisdictions/us/states/tx/counties/nacogdoches/index.md
index b2a2a1c6ff..c9398740fd 100644
--- a/data/jurisdictions/us/states/tx/counties/nacogdoches/index.md
+++ b/data/jurisdictions/us/states/tx/counties/nacogdoches/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 299
   hispanic: 14101
   bachelors_plus: 14898
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/11"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 14101 |
 | Bachelor's or higher | 14898 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 11](/us/states/tx/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/navarro/index.md b/data/jurisdictions/us/states/tx/counties/navarro/index.md
index ed28f08a6f..723a427734 100644
--- a/data/jurisdictions/us/states/tx/counties/navarro/index.md
+++ b/data/jurisdictions/us/states/tx/counties/navarro/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 297
   hispanic: 17568
   bachelors_plus: 8357
+districts:
+  - to: "us/states/tx/districts/06"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/tx/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/8"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 17568 |
 | Bachelor's or higher | 8357 |
 
+## Districts
+
+- [TX-06](/us/states/tx/districts/06.md) — 100% (congressional)
+- [TX Senate District 2](/us/states/tx/districts/senate/2.md) — 100% (state senate)
+- [TX House District 8](/us/states/tx/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/newton/index.md b/data/jurisdictions/us/states/tx/counties/newton/index.md
index 56b8ce6254..1e5b353874 100644
--- a/data/jurisdictions/us/states/tx/counties/newton/index.md
+++ b/data/jurisdictions/us/states/tx/counties/newton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 111
   hispanic: 439
   bachelors_plus: 816
+districts:
+  - to: "us/states/tx/districts/36"
+    rel: in-district
+    area_weight: 0.9949
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.005
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/tx/districts/house/11"
+    rel: in-district
+    area_weight: 0.9988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 439 |
 | Bachelor's or higher | 816 |
 
+## Districts
+
+- [TX-36](/us/states/tx/districts/36.md) — 99% (congressional)
+- [LA-04](/us/states/la/districts/04.md) — 0% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 11](/us/states/tx/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/nolan/index.md b/data/jurisdictions/us/states/tx/counties/nolan/index.md
index 832aa63512..97cc25e46f 100644
--- a/data/jurisdictions/us/states/tx/counties/nolan/index.md
+++ b/data/jurisdictions/us/states/tx/counties/nolan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 195
   hispanic: 5404
   bachelors_plus: 2029
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/house/71"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5404 |
 | Bachelor's or higher | 2029 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 71](/us/states/tx/districts/house/71.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/nueces/index.md b/data/jurisdictions/us/states/tx/counties/nueces/index.md
index c2ee5059d5..cc75c593b5 100644
--- a/data/jurisdictions/us/states/tx/counties/nueces/index.md
+++ b/data/jurisdictions/us/states/tx/counties/nueces/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1665
   hispanic: 220501
   bachelors_plus: 75152
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.7498
+  - to: "us/states/tx/districts/senate/27"
+    rel: in-district
+    area_weight: 0.4761
+  - to: "us/states/tx/districts/senate/20"
+    rel: in-district
+    area_weight: 0.2714
+  - to: "us/states/tx/districts/house/34"
+    rel: in-district
+    area_weight: 0.5365
+  - to: "us/states/tx/districts/house/32"
+    rel: in-district
+    area_weight: 0.2106
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 220501 |
 | Bachelor's or higher | 75152 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 75% (congressional)
+- [TX Senate District 27](/us/states/tx/districts/senate/27.md) — 48% (state senate)
+- [TX Senate District 20](/us/states/tx/districts/senate/20.md) — 27% (state senate)
+- [TX House District 34](/us/states/tx/districts/house/34.md) — 54% (state house)
+- [TX House District 32](/us/states/tx/districts/house/32.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/ochiltree/index.md b/data/jurisdictions/us/states/tx/counties/ochiltree/index.md
index b5d5d73f71..c6db8eb4d1 100644
--- a/data/jurisdictions/us/states/tx/counties/ochiltree/index.md
+++ b/data/jurisdictions/us/states/tx/counties/ochiltree/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 143
   hispanic: 5562
   bachelors_plus: 1592
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/87"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5562 |
 | Bachelor's or higher | 1592 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 87](/us/states/tx/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/oldham/index.md b/data/jurisdictions/us/states/tx/counties/oldham/index.md
index 0cda147b43..764bd88b93 100644
--- a/data/jurisdictions/us/states/tx/counties/oldham/index.md
+++ b/data/jurisdictions/us/states/tx/counties/oldham/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 625
   bachelors_plus: 337
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/86"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 625 |
 | Bachelor's or higher | 337 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 86](/us/states/tx/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/orange/index.md b/data/jurisdictions/us/states/tx/counties/orange/index.md
index 5768207fe0..72bcd77ca3 100644
--- a/data/jurisdictions/us/states/tx/counties/orange/index.md
+++ b/data/jurisdictions/us/states/tx/counties/orange/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 148
   hispanic: 8216
   bachelors_plus: 12966
+districts:
+  - to: "us/states/tx/districts/14"
+    rel: in-district
+    area_weight: 0.9949
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/tx/districts/house/21"
+    rel: in-district
+    area_weight: 0.9987
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 8216 |
 | Bachelor's or higher | 12966 |
 
+## Districts
+
+- [TX-14](/us/states/tx/districts/14.md) — 99% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 21](/us/states/tx/districts/house/21.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/palo-pinto/index.md b/data/jurisdictions/us/states/tx/counties/palo-pinto/index.md
index 4663941911..c2b11c2eaa 100644
--- a/data/jurisdictions/us/states/tx/counties/palo-pinto/index.md
+++ b/data/jurisdictions/us/states/tx/counties/palo-pinto/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 370
   hispanic: 6034
   bachelors_plus: 4712
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/60"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6034 |
 | Bachelor's or higher | 4712 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 100% (congressional)
+- [TX Senate District 10](/us/states/tx/districts/senate/10.md) — 100% (state senate)
+- [TX House District 60](/us/states/tx/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/panola/index.md b/data/jurisdictions/us/states/tx/counties/panola/index.md
index 611040a594..4a1f7fe44d 100644
--- a/data/jurisdictions/us/states/tx/counties/panola/index.md
+++ b/data/jurisdictions/us/states/tx/counties/panola/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 2359
   bachelors_plus: 3568
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/11"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2359 |
 | Bachelor's or higher | 3568 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 11](/us/states/tx/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/parker/index.md b/data/jurisdictions/us/states/tx/counties/parker/index.md
index c959cfb4d1..16bcd2b077 100644
--- a/data/jurisdictions/us/states/tx/counties/parker/index.md
+++ b/data/jurisdictions/us/states/tx/counties/parker/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 744
   hispanic: 24246
   bachelors_plus: 48006
+districts:
+  - to: "us/states/tx/districts/12"
+    rel: in-district
+    area_weight: 0.6595
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 0.3404
+  - to: "us/states/tx/districts/senate/10"
+    rel: in-district
+    area_weight: 0.5964
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 0.4035
+  - to: "us/states/tx/districts/house/60"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 24246 |
 | Bachelor's or higher | 48006 |
 
+## Districts
+
+- [TX-12](/us/states/tx/districts/12.md) — 66% (congressional)
+- [TX-25](/us/states/tx/districts/25.md) — 34% (congressional)
+- [TX Senate District 10](/us/states/tx/districts/senate/10.md) — 60% (state senate)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 40% (state senate)
+- [TX House District 60](/us/states/tx/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/parmer/index.md b/data/jurisdictions/us/states/tx/counties/parmer/index.md
index 7d31e4d461..8e931bc19c 100644
--- a/data/jurisdictions/us/states/tx/counties/parmer/index.md
+++ b/data/jurisdictions/us/states/tx/counties/parmer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 56
   hispanic: 6487
   bachelors_plus: 1268
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/86"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6487 |
 | Bachelor's or higher | 1268 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 86](/us/states/tx/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/pecos/index.md b/data/jurisdictions/us/states/tx/counties/pecos/index.md
index c6e5c334ee..bf25a46724 100644
--- a/data/jurisdictions/us/states/tx/counties/pecos/index.md
+++ b/data/jurisdictions/us/states/tx/counties/pecos/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 63
   hispanic: 10627
   bachelors_plus: 2061
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10627 |
 | Bachelor's or higher | 2061 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 29](/us/states/tx/districts/senate/29.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/polk/index.md b/data/jurisdictions/us/states/tx/counties/polk/index.md
index e15c183737..d4b887b869 100644
--- a/data/jurisdictions/us/states/tx/counties/polk/index.md
+++ b/data/jurisdictions/us/states/tx/counties/polk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 741
   hispanic: 8100
   bachelors_plus: 8256
+districts:
+  - to: "us/states/tx/districts/08"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/9"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 8100 |
 | Bachelor's or higher | 8256 |
 
+## Districts
+
+- [TX-08](/us/states/tx/districts/08.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 9](/us/states/tx/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/potter/index.md b/data/jurisdictions/us/states/tx/counties/potter/index.md
index b381fa6fe0..7cc741d2fc 100644
--- a/data/jurisdictions/us/states/tx/counties/potter/index.md
+++ b/data/jurisdictions/us/states/tx/counties/potter/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 854
   hispanic: 45527
   bachelors_plus: 18111
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/87"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 45527 |
 | Bachelor's or higher | 18111 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 87](/us/states/tx/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/presidio/index.md b/data/jurisdictions/us/states/tx/counties/presidio/index.md
index 436f6e53fe..e28f9b7948 100644
--- a/data/jurisdictions/us/states/tx/counties/presidio/index.md
+++ b/data/jurisdictions/us/states/tx/counties/presidio/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 45
   hispanic: 4715
   bachelors_plus: 1362
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/tx/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4715 |
 | Bachelor's or higher | 1362 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 29](/us/states/tx/districts/senate/29.md) — 100% (state senate)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/rains/index.md b/data/jurisdictions/us/states/tx/counties/rains/index.md
index 2e75dee618..0cf76d7d44 100644
--- a/data/jurisdictions/us/states/tx/counties/rains/index.md
+++ b/data/jurisdictions/us/states/tx/counties/rains/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 61
   hispanic: 1311
   bachelors_plus: 2415
+districts:
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.9969
+  - to: "us/states/tx/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tx/districts/house/5"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1311 |
 | Bachelor's or higher | 2415 |
 
+## Districts
+
+- [TX-04](/us/states/tx/districts/04.md) — 100% (congressional)
+- [TX Senate District 8](/us/states/tx/districts/senate/8.md) — 100% (state senate)
+- [TX House District 5](/us/states/tx/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/randall/index.md b/data/jurisdictions/us/states/tx/counties/randall/index.md
index 8b66bab0d8..3092a78db2 100644
--- a/data/jurisdictions/us/states/tx/counties/randall/index.md
+++ b/data/jurisdictions/us/states/tx/counties/randall/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 997
   hispanic: 35886
   bachelors_plus: 44059
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/86"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 35886 |
 | Bachelor's or higher | 44059 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 86](/us/states/tx/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/reagan/index.md b/data/jurisdictions/us/states/tx/counties/reagan/index.md
index 2589ef8f92..ecc8846d35 100644
--- a/data/jurisdictions/us/states/tx/counties/reagan/index.md
+++ b/data/jurisdictions/us/states/tx/counties/reagan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 35
   hispanic: 2220
   bachelors_plus: 339
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/72"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2220 |
 | Bachelor's or higher | 339 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 72](/us/states/tx/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/real/index.md b/data/jurisdictions/us/states/tx/counties/real/index.md
index 81852bcadf..0aa4629581 100644
--- a/data/jurisdictions/us/states/tx/counties/real/index.md
+++ b/data/jurisdictions/us/states/tx/counties/real/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 530
   bachelors_plus: 500
+districts:
+  - to: "us/states/tx/districts/21"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 530 |
 | Bachelor's or higher | 500 |
 
+## Districts
+
+- [TX-21](/us/states/tx/districts/21.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/red-river/index.md b/data/jurisdictions/us/states/tx/counties/red-river/index.md
index 8bac11fec0..793a0072d8 100644
--- a/data/jurisdictions/us/states/tx/counties/red-river/index.md
+++ b/data/jurisdictions/us/states/tx/counties/red-river/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 524
   hispanic: 869
   bachelors_plus: 1778
+districts:
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.5083
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.4857
+  - to: "us/states/ok/districts/02"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tx/districts/house/1"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 869 |
 | Bachelor's or higher | 1778 |
 
+## Districts
+
+- [TX-04](/us/states/tx/districts/04.md) — 51% (congressional)
+- [TX-01](/us/states/tx/districts/01.md) — 49% (congressional)
+- [OK-02](/us/states/ok/districts/02.md) — 1% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 1](/us/states/tx/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/reeves/index.md b/data/jurisdictions/us/states/tx/counties/reeves/index.md
index 7e1b2026eb..5fce37a4e3 100644
--- a/data/jurisdictions/us/states/tx/counties/reeves/index.md
+++ b/data/jurisdictions/us/states/tx/counties/reeves/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 166
   hispanic: 10798
   bachelors_plus: 748
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/29"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10798 |
 | Bachelor's or higher | 748 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 29](/us/states/tx/districts/senate/29.md) — 100% (state senate)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/refugio/index.md b/data/jurisdictions/us/states/tx/counties/refugio/index.md
index b662a3cfe1..fd273cec9b 100644
--- a/data/jurisdictions/us/states/tx/counties/refugio/index.md
+++ b/data/jurisdictions/us/states/tx/counties/refugio/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 3382
   bachelors_plus: 819
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.9768
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9596
+  - to: "us/states/tx/districts/house/43"
+    rel: in-district
+    area_weight: 0.9594
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3382 |
 | Bachelor's or higher | 819 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 98% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 96% (state senate)
+- [TX House District 43](/us/states/tx/districts/house/43.md) — 96% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/roberts/index.md b/data/jurisdictions/us/states/tx/counties/roberts/index.md
index a4f0037018..a0c6446d2a 100644
--- a/data/jurisdictions/us/states/tx/counties/roberts/index.md
+++ b/data/jurisdictions/us/states/tx/counties/roberts/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 55
   bachelors_plus: 130
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 55 |
 | Bachelor's or higher | 130 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/robertson/index.md b/data/jurisdictions/us/states/tx/counties/robertson/index.md
index 4ef7cbd809..4673910779 100644
--- a/data/jurisdictions/us/states/tx/counties/robertson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/robertson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 68
   hispanic: 3805
   bachelors_plus: 3442
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/12"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3805 |
 | Bachelor's or higher | 3442 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 100% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 100% (state senate)
+- [TX House District 12](/us/states/tx/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/rockwall/index.md b/data/jurisdictions/us/states/tx/counties/rockwall/index.md
index 855338115a..28f89fa861 100644
--- a/data/jurisdictions/us/states/tx/counties/rockwall/index.md
+++ b/data/jurisdictions/us/states/tx/counties/rockwall/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 559
   hispanic: 25723
   bachelors_plus: 48616
+districts:
+  - to: "us/states/tx/districts/04"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tx/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/33"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 25723 |
 | Bachelor's or higher | 48616 |
 
+## Districts
+
+- [TX-04](/us/states/tx/districts/04.md) — 100% (congressional)
+- [TX Senate District 2](/us/states/tx/districts/senate/2.md) — 100% (state senate)
+- [TX House District 33](/us/states/tx/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/runnels/index.md b/data/jurisdictions/us/states/tx/counties/runnels/index.md
index 347a8c6651..349f5e354d 100644
--- a/data/jurisdictions/us/states/tx/counties/runnels/index.md
+++ b/data/jurisdictions/us/states/tx/counties/runnels/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 23
   hispanic: 3442
   bachelors_plus: 1715
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/72"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3442 |
 | Bachelor's or higher | 1715 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 72](/us/states/tx/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/rusk/index.md b/data/jurisdictions/us/states/tx/counties/rusk/index.md
index 26be1e588f..c1a52d733b 100644
--- a/data/jurisdictions/us/states/tx/counties/rusk/index.md
+++ b/data/jurisdictions/us/states/tx/counties/rusk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 68
   hispanic: 10088
   bachelors_plus: 8538
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/11"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 10088 |
 | Bachelor's or higher | 8538 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 11](/us/states/tx/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/sabine/index.md b/data/jurisdictions/us/states/tx/counties/sabine/index.md
index 1100790442..30596d9d82 100644
--- a/data/jurisdictions/us/states/tx/counties/sabine/index.md
+++ b/data/jurisdictions/us/states/tx/counties/sabine/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 4
   hispanic: 165
   bachelors_plus: 1473
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9909
+  - to: "us/states/la/districts/04"
+    rel: in-district
+    area_weight: 0.009
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tx/districts/house/11"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 165 |
 | Bachelor's or higher | 1473 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 99% (congressional)
+- [LA-04](/us/states/la/districts/04.md) — 1% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 11](/us/states/tx/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/san-augustine/index.md b/data/jurisdictions/us/states/tx/counties/san-augustine/index.md
index 0954a5d150..22d10549da 100644
--- a/data/jurisdictions/us/states/tx/counties/san-augustine/index.md
+++ b/data/jurisdictions/us/states/tx/counties/san-augustine/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 39
   hispanic: 657
   bachelors_plus: 1099
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9936
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.0057
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/9"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 657 |
 | Bachelor's or higher | 1099 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 99% (congressional)
+- [TX-17](/us/states/tx/districts/17.md) — 1% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 9](/us/states/tx/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/san-jacinto/index.md b/data/jurisdictions/us/states/tx/counties/san-jacinto/index.md
index b0aa9b80d5..7d8686d551 100644
--- a/data/jurisdictions/us/states/tx/counties/san-jacinto/index.md
+++ b/data/jurisdictions/us/states/tx/counties/san-jacinto/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 164
   hispanic: 5452
   bachelors_plus: 4550
+districts:
+  - to: "us/states/tx/districts/08"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/18"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5452 |
 | Bachelor's or higher | 4550 |
 
+## Districts
+
+- [TX-08](/us/states/tx/districts/08.md) — 100% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 100% (state senate)
+- [TX House District 18](/us/states/tx/districts/house/18.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/san-patricio/index.md b/data/jurisdictions/us/states/tx/counties/san-patricio/index.md
index de1b656b97..dc441152a8 100644
--- a/data/jurisdictions/us/states/tx/counties/san-patricio/index.md
+++ b/data/jurisdictions/us/states/tx/counties/san-patricio/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 872
   hispanic: 39623
   bachelors_plus: 10737
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 0.9909
+  - to: "us/states/tx/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/tx/districts/house/43"
+    rel: in-district
+    area_weight: 0.9968
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 39623 |
 | Bachelor's or higher | 10737 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 99% (congressional)
+- [TX Senate District 27](/us/states/tx/districts/senate/27.md) — 100% (state senate)
+- [TX House District 43](/us/states/tx/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/san-saba/index.md b/data/jurisdictions/us/states/tx/counties/san-saba/index.md
index 57fc45e9a5..ecd568eb2c 100644
--- a/data/jurisdictions/us/states/tx/counties/san-saba/index.md
+++ b/data/jurisdictions/us/states/tx/counties/san-saba/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 18
   hispanic: 1746
   bachelors_plus: 1316
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1746 |
 | Bachelor's or higher | 1316 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/schleicher/index.md b/data/jurisdictions/us/states/tx/counties/schleicher/index.md
index f6ea0036ae..d1c61917fb 100644
--- a/data/jurisdictions/us/states/tx/counties/schleicher/index.md
+++ b/data/jurisdictions/us/states/tx/counties/schleicher/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 1266
   bachelors_plus: 372
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1266 |
 | Bachelor's or higher | 372 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/scurry/index.md b/data/jurisdictions/us/states/tx/counties/scurry/index.md
index 901a5867a2..bce4936aa8 100644
--- a/data/jurisdictions/us/states/tx/counties/scurry/index.md
+++ b/data/jurisdictions/us/states/tx/counties/scurry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 121
   hispanic: 7145
   bachelors_plus: 1704
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 7145 |
 | Bachelor's or higher | 1704 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/shackelford/index.md b/data/jurisdictions/us/states/tx/counties/shackelford/index.md
index 0ae20be489..44952b3628 100644
--- a/data/jurisdictions/us/states/tx/counties/shackelford/index.md
+++ b/data/jurisdictions/us/states/tx/counties/shackelford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 411
   bachelors_plus: 975
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 411 |
 | Bachelor's or higher | 975 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 10](/us/states/tx/districts/senate/10.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/shelby/index.md b/data/jurisdictions/us/states/tx/counties/shelby/index.md
index 895b969a42..c6f3c4350a 100644
--- a/data/jurisdictions/us/states/tx/counties/shelby/index.md
+++ b/data/jurisdictions/us/states/tx/counties/shelby/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 493
   hispanic: 4802
   bachelors_plus: 3032
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9955
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tx/districts/house/11"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4802 |
 | Bachelor's or higher | 3032 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 11](/us/states/tx/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/sherman/index.md b/data/jurisdictions/us/states/tx/counties/sherman/index.md
index c40ce8661a..a72dcb451d 100644
--- a/data/jurisdictions/us/states/tx/counties/sherman/index.md
+++ b/data/jurisdictions/us/states/tx/counties/sherman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 1070
   bachelors_plus: 621
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/87"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1070 |
 | Bachelor's or higher | 621 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 87](/us/states/tx/districts/house/87.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/smith/index.md b/data/jurisdictions/us/states/tx/counties/smith/index.md
index 8a5bc39e2a..228fd9cd74 100644
--- a/data/jurisdictions/us/states/tx/counties/smith/index.md
+++ b/data/jurisdictions/us/states/tx/counties/smith/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 991
   hispanic: 50591
   bachelors_plus: 61495
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.9968
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/6"
+    rel: in-district
+    area_weight: 0.5003
+  - to: "us/states/tx/districts/house/5"
+    rel: in-district
+    area_weight: 0.4995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 50591 |
 | Bachelor's or higher | 61495 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 6](/us/states/tx/districts/house/6.md) — 50% (state house)
+- [TX House District 5](/us/states/tx/districts/house/5.md) — 50% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/somervell/index.md b/data/jurisdictions/us/states/tx/counties/somervell/index.md
index bc28d20332..4c2e02b78d 100644
--- a/data/jurisdictions/us/states/tx/counties/somervell/index.md
+++ b/data/jurisdictions/us/states/tx/counties/somervell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 41
   hispanic: 1759
   bachelors_plus: 2484
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/58"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1759 |
 | Bachelor's or higher | 2484 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 100% (congressional)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 100% (state senate)
+- [TX House District 58](/us/states/tx/districts/house/58.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/starr/index.md b/data/jurisdictions/us/states/tx/counties/starr/index.md
index 613136bd3a..ae8ef99474 100644
--- a/data/jurisdictions/us/states/tx/counties/starr/index.md
+++ b/data/jurisdictions/us/states/tx/counties/starr/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 90
   hispanic: 64218
   bachelors_plus: 6793
+districts:
+  - to: "us/states/tx/districts/28"
+    rel: in-district
+    area_weight: 0.9971
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 64218 |
 | Bachelor's or higher | 6793 |
 
+## Districts
+
+- [TX-28](/us/states/tx/districts/28.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/stephens/index.md b/data/jurisdictions/us/states/tx/counties/stephens/index.md
index 0c9d35054a..344e6eab18 100644
--- a/data/jurisdictions/us/states/tx/counties/stephens/index.md
+++ b/data/jurisdictions/us/states/tx/counties/stephens/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 55
   hispanic: 2349
   bachelors_plus: 1492
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/60"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2349 |
 | Bachelor's or higher | 1492 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 100% (congressional)
+- [TX Senate District 10](/us/states/tx/districts/senate/10.md) — 100% (state senate)
+- [TX House District 60](/us/states/tx/districts/house/60.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/sterling/index.md b/data/jurisdictions/us/states/tx/counties/sterling/index.md
index 0b0340c1b9..b2d1cae7e5 100644
--- a/data/jurisdictions/us/states/tx/counties/sterling/index.md
+++ b/data/jurisdictions/us/states/tx/counties/sterling/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 524
   bachelors_plus: 286
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/72"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 524 |
 | Bachelor's or higher | 286 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 72](/us/states/tx/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/stonewall/index.md b/data/jurisdictions/us/states/tx/counties/stonewall/index.md
index 880c44f617..68ca4ad7ab 100644
--- a/data/jurisdictions/us/states/tx/counties/stonewall/index.md
+++ b/data/jurisdictions/us/states/tx/counties/stonewall/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 245
   bachelors_plus: 203
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 245 |
 | Bachelor's or higher | 203 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/sutton/index.md b/data/jurisdictions/us/states/tx/counties/sutton/index.md
index 17c18a09ee..0857f63c7b 100644
--- a/data/jurisdictions/us/states/tx/counties/sutton/index.md
+++ b/data/jurisdictions/us/states/tx/counties/sutton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 2077
   bachelors_plus: 517
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2077 |
 | Bachelor's or higher | 517 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/swisher/index.md b/data/jurisdictions/us/states/tx/counties/swisher/index.md
index bda4739bb7..c9668d77e0 100644
--- a/data/jurisdictions/us/states/tx/counties/swisher/index.md
+++ b/data/jurisdictions/us/states/tx/counties/swisher/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 43
   hispanic: 3212
   bachelors_plus: 877
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3212 |
 | Bachelor's or higher | 877 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/tarrant/index.md b/data/jurisdictions/us/states/tx/counties/tarrant/index.md
index dd15a19f93..ac07c43d88 100644
--- a/data/jurisdictions/us/states/tx/counties/tarrant/index.md
+++ b/data/jurisdictions/us/states/tx/counties/tarrant/index.md
@@ -22,9 +22,78 @@ demographics:
   race_native: 12664
   hispanic: 655747
   bachelors_plus: 663843
+districts:
+  - to: "us/states/tx/districts/12"
+    rel: in-district
+    area_weight: 0.4365
+  - to: "us/states/tx/districts/24"
+    rel: in-district
+    area_weight: 0.2031
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 0.1587
+  - to: "us/states/tx/districts/33"
+    rel: in-district
+    area_weight: 0.132
+  - to: "us/states/tx/districts/06"
+    rel: in-district
+    area_weight: 0.051
+  - to: "us/states/tx/districts/30"
+    rel: in-district
+    area_weight: 0.0163
+  - to: "us/states/tx/districts/senate/9"
+    rel: in-district
+    area_weight: 0.5304
+  - to: "us/states/tx/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2701
+  - to: "us/states/tx/districts/senate/22"
+    rel: in-district
+    area_weight: 0.1125
+  - to: "us/states/tx/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0603
+  - to: "us/states/tx/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0267
+  - to: "us/states/tx/districts/house/99"
+    rel: in-district
+    area_weight: 0.1646
+  - to: "us/states/tx/districts/house/97"
+    rel: in-district
+    area_weight: 0.1549
+  - to: "us/states/tx/districts/house/98"
+    rel: in-district
+    area_weight: 0.1163
+  - to: "us/states/tx/districts/house/96"
+    rel: in-district
+    area_weight: 0.1124
+  - to: "us/states/tx/districts/house/93"
+    rel: in-district
+    area_weight: 0.0996
+  - to: "us/states/tx/districts/house/94"
+    rel: in-district
+    area_weight: 0.0722
+  - to: "us/states/tx/districts/house/95"
+    rel: in-district
+    area_weight: 0.0717
+  - to: "us/states/tx/districts/house/90"
+    rel: in-district
+    area_weight: 0.0602
+  - to: "us/states/tx/districts/house/101"
+    rel: in-district
+    area_weight: 0.0503
+  - to: "us/states/tx/districts/house/92"
+    rel: in-district
+    area_weight: 0.0489
+  - to: "us/states/tx/districts/house/91"
+    rel: in-district
+    area_weight: 0.0487
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +125,32 @@ County jurisdiction — 17 officeholders mapped.
 | Hispanic/Latino | 655747 |
 | Bachelor's or higher | 663843 |
 
+## Districts
+
+- [TX-12](/us/states/tx/districts/12.md) — 44% (congressional)
+- [TX-24](/us/states/tx/districts/24.md) — 20% (congressional)
+- [TX-25](/us/states/tx/districts/25.md) — 16% (congressional)
+- [TX-33](/us/states/tx/districts/33.md) — 13% (congressional)
+- [TX-06](/us/states/tx/districts/06.md) — 5% (congressional)
+- [TX-30](/us/states/tx/districts/30.md) — 2% (congressional)
+- [TX Senate District 9](/us/states/tx/districts/senate/9.md) — 53% (state senate)
+- [TX Senate District 10](/us/states/tx/districts/senate/10.md) — 27% (state senate)
+- [TX Senate District 22](/us/states/tx/districts/senate/22.md) — 11% (state senate)
+- [TX Senate District 12](/us/states/tx/districts/senate/12.md) — 6% (state senate)
+- [TX Senate District 23](/us/states/tx/districts/senate/23.md) — 3% (state senate)
+- [TX House District 99](/us/states/tx/districts/house/99.md) — 16% (state house)
+- [TX House District 97](/us/states/tx/districts/house/97.md) — 15% (state house)
+- [TX House District 98](/us/states/tx/districts/house/98.md) — 12% (state house)
+- [TX House District 96](/us/states/tx/districts/house/96.md) — 11% (state house)
+- [TX House District 93](/us/states/tx/districts/house/93.md) — 10% (state house)
+- [TX House District 94](/us/states/tx/districts/house/94.md) — 7% (state house)
+- [TX House District 95](/us/states/tx/districts/house/95.md) — 7% (state house)
+- [TX House District 90](/us/states/tx/districts/house/90.md) — 6% (state house)
+- [TX House District 101](/us/states/tx/districts/house/101.md) — 5% (state house)
+- [TX House District 92](/us/states/tx/districts/house/92.md) — 5% (state house)
+- [TX House District 91](/us/states/tx/districts/house/91.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/taylor/index.md b/data/jurisdictions/us/states/tx/counties/taylor/index.md
index c62b9f8221..535f72462d 100644
--- a/data/jurisdictions/us/states/tx/counties/taylor/index.md
+++ b/data/jurisdictions/us/states/tx/counties/taylor/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 534
   hispanic: 36641
   bachelors_plus: 35760
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/71"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 36641 |
 | Bachelor's or higher | 35760 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 71](/us/states/tx/districts/house/71.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/terrell/index.md b/data/jurisdictions/us/states/tx/counties/terrell/index.md
index bda8607aad..9c1ba1319a 100644
--- a/data/jurisdictions/us/states/tx/counties/terrell/index.md
+++ b/data/jurisdictions/us/states/tx/counties/terrell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 335
   bachelors_plus: 231
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 335 |
 | Bachelor's or higher | 231 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 100% (state senate)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/terry/index.md b/data/jurisdictions/us/states/tx/counties/terry/index.md
index cd7f680564..85f8c18b10 100644
--- a/data/jurisdictions/us/states/tx/counties/terry/index.md
+++ b/data/jurisdictions/us/states/tx/counties/terry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 76
   hispanic: 6619
   bachelors_plus: 931
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/83"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6619 |
 | Bachelor's or higher | 931 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 83](/us/states/tx/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/throckmorton/index.md b/data/jurisdictions/us/states/tx/counties/throckmorton/index.md
index fbb45807e5..257e66859c 100644
--- a/data/jurisdictions/us/states/tx/counties/throckmorton/index.md
+++ b/data/jurisdictions/us/states/tx/counties/throckmorton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 168
   bachelors_plus: 345
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 168 |
 | Bachelor's or higher | 345 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/titus/index.md b/data/jurisdictions/us/states/tx/counties/titus/index.md
index a4eb49da28..02f8ca84b4 100644
--- a/data/jurisdictions/us/states/tx/counties/titus/index.md
+++ b/data/jurisdictions/us/states/tx/counties/titus/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 210
   hispanic: 14103
   bachelors_plus: 4087
+districts:
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/5"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 14103 |
 | Bachelor's or higher | 4087 |
 
+## Districts
+
+- [TX-01](/us/states/tx/districts/01.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 5](/us/states/tx/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/tom-green/index.md b/data/jurisdictions/us/states/tx/counties/tom-green/index.md
index 9a5ff6732e..496d7c1466 100644
--- a/data/jurisdictions/us/states/tx/counties/tom-green/index.md
+++ b/data/jurisdictions/us/states/tx/counties/tom-green/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 549
   hispanic: 48530
   bachelors_plus: 26782
+districts:
+  - to: "us/states/tx/districts/11"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/72"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 48530 |
 | Bachelor's or higher | 26782 |
 
+## Districts
+
+- [TX-11](/us/states/tx/districts/11.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 72](/us/states/tx/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/travis/index.md b/data/jurisdictions/us/states/tx/counties/travis/index.md
index c1565d8425..d1418da8b9 100644
--- a/data/jurisdictions/us/states/tx/counties/travis/index.md
+++ b/data/jurisdictions/us/states/tx/counties/travis/index.md
@@ -22,9 +22,57 @@ demographics:
   race_native: 10618
   hispanic: 433057
   bachelors_plus: 736330
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.4029
+  - to: "us/states/tx/districts/35"
+    rel: in-district
+    area_weight: 0.2822
+  - to: "us/states/tx/districts/37"
+    rel: in-district
+    area_weight: 0.2064
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.0626
+  - to: "us/states/tx/districts/21"
+    rel: in-district
+    area_weight: 0.0454
+  - to: "us/states/tx/districts/senate/14"
+    rel: in-district
+    area_weight: 0.5075
+  - to: "us/states/tx/districts/senate/25"
+    rel: in-district
+    area_weight: 0.328
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1645
+  - to: "us/states/tx/districts/house/19"
+    rel: in-district
+    area_weight: 0.2413
+  - to: "us/states/tx/districts/house/46"
+    rel: in-district
+    area_weight: 0.2212
+  - to: "us/states/tx/districts/house/47"
+    rel: in-district
+    area_weight: 0.1958
+  - to: "us/states/tx/districts/house/51"
+    rel: in-district
+    area_weight: 0.1693
+  - to: "us/states/tx/districts/house/48"
+    rel: in-district
+    area_weight: 0.0833
+  - to: "us/states/tx/districts/house/50"
+    rel: in-district
+    area_weight: 0.0542
+  - to: "us/states/tx/districts/house/49"
+    rel: in-district
+    area_weight: 0.0348
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +104,25 @@ County jurisdiction — 4 officeholders mapped.
 | Hispanic/Latino | 433057 |
 | Bachelor's or higher | 736330 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 40% (congressional)
+- [TX-35](/us/states/tx/districts/35.md) — 28% (congressional)
+- [TX-37](/us/states/tx/districts/37.md) — 21% (congressional)
+- [TX-17](/us/states/tx/districts/17.md) — 6% (congressional)
+- [TX-21](/us/states/tx/districts/21.md) — 5% (congressional)
+- [TX Senate District 14](/us/states/tx/districts/senate/14.md) — 51% (state senate)
+- [TX Senate District 25](/us/states/tx/districts/senate/25.md) — 33% (state senate)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 16% (state senate)
+- [TX House District 19](/us/states/tx/districts/house/19.md) — 24% (state house)
+- [TX House District 46](/us/states/tx/districts/house/46.md) — 22% (state house)
+- [TX House District 47](/us/states/tx/districts/house/47.md) — 20% (state house)
+- [TX House District 51](/us/states/tx/districts/house/51.md) — 17% (state house)
+- [TX House District 48](/us/states/tx/districts/house/48.md) — 8% (state house)
+- [TX House District 50](/us/states/tx/districts/house/50.md) — 5% (state house)
+- [TX House District 49](/us/states/tx/districts/house/49.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/trinity/index.md b/data/jurisdictions/us/states/tx/counties/trinity/index.md
index e59d9dc0b5..8ff9e2a354 100644
--- a/data/jurisdictions/us/states/tx/counties/trinity/index.md
+++ b/data/jurisdictions/us/states/tx/counties/trinity/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 1569
   bachelors_plus: 2153
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/9"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1569 |
 | Bachelor's or higher | 2153 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 9](/us/states/tx/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/tyler/index.md b/data/jurisdictions/us/states/tx/counties/tyler/index.md
index e15c962fe3..1fe53f9c3c 100644
--- a/data/jurisdictions/us/states/tx/counties/tyler/index.md
+++ b/data/jurisdictions/us/states/tx/counties/tyler/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 24
   hispanic: 1696
   bachelors_plus: 2377
+districts:
+  - to: "us/states/tx/districts/36"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/9"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1696 |
 | Bachelor's or higher | 2377 |
 
+## Districts
+
+- [TX-36](/us/states/tx/districts/36.md) — 100% (congressional)
+- [TX Senate District 3](/us/states/tx/districts/senate/3.md) — 100% (state senate)
+- [TX House District 9](/us/states/tx/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/upshur/index.md b/data/jurisdictions/us/states/tx/counties/upshur/index.md
index dd7298e271..0e0634800a 100644
--- a/data/jurisdictions/us/states/tx/counties/upshur/index.md
+++ b/data/jurisdictions/us/states/tx/counties/upshur/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 87
   hispanic: 4434
   bachelors_plus: 6821
+districts:
+  - to: "us/states/tx/districts/05"
+    rel: in-district
+    area_weight: 0.5033
+  - to: "us/states/tx/districts/01"
+    rel: in-district
+    area_weight: 0.4967
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/5"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4434 |
 | Bachelor's or higher | 6821 |
 
+## Districts
+
+- [TX-05](/us/states/tx/districts/05.md) — 50% (congressional)
+- [TX-01](/us/states/tx/districts/01.md) — 50% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 5](/us/states/tx/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/upton/index.md b/data/jurisdictions/us/states/tx/counties/upton/index.md
index 569d712469..1dba7fa3d7 100644
--- a/data/jurisdictions/us/states/tx/counties/upton/index.md
+++ b/data/jurisdictions/us/states/tx/counties/upton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 1747
   bachelors_plus: 249
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/53"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1747 |
 | Bachelor's or higher | 249 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 53](/us/states/tx/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/uvalde/index.md b/data/jurisdictions/us/states/tx/counties/uvalde/index.md
index b444984e47..fe7df75de2 100644
--- a/data/jurisdictions/us/states/tx/counties/uvalde/index.md
+++ b/data/jurisdictions/us/states/tx/counties/uvalde/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 367
   hispanic: 17635
   bachelors_plus: 4037
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/80"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 17635 |
 | Bachelor's or higher | 4037 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 100% (state senate)
+- [TX House District 80](/us/states/tx/districts/house/80.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/val-verde/index.md b/data/jurisdictions/us/states/tx/counties/val-verde/index.md
index 4aa24032f2..55889d2a24 100644
--- a/data/jurisdictions/us/states/tx/counties/val-verde/index.md
+++ b/data/jurisdictions/us/states/tx/counties/val-verde/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 242
   hispanic: 38761
   bachelors_plus: 9357
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/74"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 38761 |
 | Bachelor's or higher | 9357 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 100% (state senate)
+- [TX House District 74](/us/states/tx/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/van-zandt/index.md b/data/jurisdictions/us/states/tx/counties/van-zandt/index.md
index b33610efe3..fd9f66b6bf 100644
--- a/data/jurisdictions/us/states/tx/counties/van-zandt/index.md
+++ b/data/jurisdictions/us/states/tx/counties/van-zandt/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 226
   hispanic: 8407
   bachelors_plus: 11715
+districts:
+  - to: "us/states/tx/districts/05"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/tx/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/house/2"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8407 |
 | Bachelor's or higher | 11715 |
 
+## Districts
+
+- [TX-05](/us/states/tx/districts/05.md) — 100% (congressional)
+- [TX Senate District 2](/us/states/tx/districts/senate/2.md) — 100% (state senate)
+- [TX House District 2](/us/states/tx/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/victoria/index.md b/data/jurisdictions/us/states/tx/counties/victoria/index.md
index 0fddc575b7..a950764bbe 100644
--- a/data/jurisdictions/us/states/tx/counties/victoria/index.md
+++ b/data/jurisdictions/us/states/tx/counties/victoria/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 223
   hispanic: 43995
   bachelors_plus: 15515
+districts:
+  - to: "us/states/tx/districts/27"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/30"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 43995 |
 | Bachelor's or higher | 15515 |
 
+## Districts
+
+- [TX-27](/us/states/tx/districts/27.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 30](/us/states/tx/districts/house/30.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/walker/index.md b/data/jurisdictions/us/states/tx/counties/walker/index.md
index bcc9601c52..25b835de57 100644
--- a/data/jurisdictions/us/states/tx/counties/walker/index.md
+++ b/data/jurisdictions/us/states/tx/counties/walker/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 335
   hispanic: 17492
   bachelors_plus: 15428
+districts:
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.6052
+  - to: "us/states/tx/districts/08"
+    rel: in-district
+    area_weight: 0.3925
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/12"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 17492 |
 | Bachelor's or higher | 15428 |
 
+## Districts
+
+- [TX-17](/us/states/tx/districts/17.md) — 61% (congressional)
+- [TX-08](/us/states/tx/districts/08.md) — 39% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 100% (state senate)
+- [TX House District 12](/us/states/tx/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/waller/index.md b/data/jurisdictions/us/states/tx/counties/waller/index.md
index 4059886625..c0f0bbb393 100644
--- a/data/jurisdictions/us/states/tx/counties/waller/index.md
+++ b/data/jurisdictions/us/states/tx/counties/waller/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 823
   hispanic: 20629
   bachelors_plus: 12577
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 0.7007
+  - to: "us/states/tx/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2993
+  - to: "us/states/tx/districts/house/85"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 20629 |
 | Bachelor's or higher | 12577 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 70% (state senate)
+- [TX Senate District 17](/us/states/tx/districts/senate/17.md) — 30% (state senate)
+- [TX House District 85](/us/states/tx/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/ward/index.md b/data/jurisdictions/us/states/tx/counties/ward/index.md
index 00fc0889d1..7e4474664b 100644
--- a/data/jurisdictions/us/states/tx/counties/ward/index.md
+++ b/data/jurisdictions/us/states/tx/counties/ward/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 97
   hispanic: 6263
   bachelors_plus: 1159
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/house/81"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 6263 |
 | Bachelor's or higher | 1159 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 81](/us/states/tx/districts/house/81.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/washington/index.md b/data/jurisdictions/us/states/tx/counties/washington/index.md
index addd310702..9ba08aeaa3 100644
--- a/data/jurisdictions/us/states/tx/counties/washington/index.md
+++ b/data/jurisdictions/us/states/tx/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 258
   hispanic: 6772
   bachelors_plus: 10006
+districts:
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/18"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/12"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6772 |
 | Bachelor's or higher | 10006 |
 
+## Districts
+
+- [TX-10](/us/states/tx/districts/10.md) — 100% (congressional)
+- [TX Senate District 18](/us/states/tx/districts/senate/18.md) — 100% (state senate)
+- [TX House District 12](/us/states/tx/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/webb/index.md b/data/jurisdictions/us/states/tx/counties/webb/index.md
index 0b7b54e20e..3117b3aa6c 100644
--- a/data/jurisdictions/us/states/tx/counties/webb/index.md
+++ b/data/jurisdictions/us/states/tx/counties/webb/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 909
   hispanic: 255830
   bachelors_plus: 42656
+districts:
+  - to: "us/states/tx/districts/28"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/80"
+    rel: in-district
+    area_weight: 0.8606
+  - to: "us/states/tx/districts/house/42"
+    rel: in-district
+    area_weight: 0.1392
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 255830 |
 | Bachelor's or higher | 42656 |
 
+## Districts
+
+- [TX-28](/us/states/tx/districts/28.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 80](/us/states/tx/districts/house/80.md) — 86% (state house)
+- [TX House District 42](/us/states/tx/districts/house/42.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/wharton/index.md b/data/jurisdictions/us/states/tx/counties/wharton/index.md
index 07da78c438..28c273e348 100644
--- a/data/jurisdictions/us/states/tx/counties/wharton/index.md
+++ b/data/jurisdictions/us/states/tx/counties/wharton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 122
   hispanic: 17560
   bachelors_plus: 7054
+districts:
+  - to: "us/states/tx/districts/22"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/tx/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/85"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 17560 |
 | Bachelor's or higher | 7054 |
 
+## Districts
+
+- [TX-22](/us/states/tx/districts/22.md) — 100% (congressional)
+- [TX Senate District 17](/us/states/tx/districts/senate/17.md) — 100% (state senate)
+- [TX House District 85](/us/states/tx/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/wheeler/index.md b/data/jurisdictions/us/states/tx/counties/wheeler/index.md
index b2d74afbe9..a672d7928e 100644
--- a/data/jurisdictions/us/states/tx/counties/wheeler/index.md
+++ b/data/jurisdictions/us/states/tx/counties/wheeler/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 82
   hispanic: 1233
   bachelors_plus: 682
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1233 |
 | Bachelor's or higher | 682 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/wichita/index.md b/data/jurisdictions/us/states/tx/counties/wichita/index.md
index 941464e34c..0de8169bbd 100644
--- a/data/jurisdictions/us/states/tx/counties/wichita/index.md
+++ b/data/jurisdictions/us/states/tx/counties/wichita/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 947
   hispanic: 26848
   bachelors_plus: 28244
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.8524
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1472
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 26848 |
 | Bachelor's or higher | 28244 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 85% (state senate)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 15% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/wilbarger/index.md b/data/jurisdictions/us/states/tx/counties/wilbarger/index.md
index 2ade1c1ba9..ffcba67770 100644
--- a/data/jurisdictions/us/states/tx/counties/wilbarger/index.md
+++ b/data/jurisdictions/us/states/tx/counties/wilbarger/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 31
   hispanic: 3816
   bachelors_plus: 1944
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/tx/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/house/69"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3816 |
 | Bachelor's or higher | 1944 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 100% (congressional)
+- [TX Senate District 28](/us/states/tx/districts/senate/28.md) — 100% (state senate)
+- [TX House District 69](/us/states/tx/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/willacy/index.md b/data/jurisdictions/us/states/tx/counties/willacy/index.md
index b987890836..0e009684b2 100644
--- a/data/jurisdictions/us/states/tx/counties/willacy/index.md
+++ b/data/jurisdictions/us/states/tx/counties/willacy/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 35
   hispanic: 17577
   bachelors_plus: 2244
+districts:
+  - to: "us/states/tx/districts/34"
+    rel: in-district
+    area_weight: 0.8093
+  - to: "us/states/tx/districts/senate/27"
+    rel: in-district
+    area_weight: 0.8026
+  - to: "us/states/tx/districts/house/37"
+    rel: in-district
+    area_weight: 0.8025
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 17577 |
 | Bachelor's or higher | 2244 |
 
+## Districts
+
+- [TX-34](/us/states/tx/districts/34.md) — 81% (congressional)
+- [TX Senate District 27](/us/states/tx/districts/senate/27.md) — 80% (state senate)
+- [TX House District 37](/us/states/tx/districts/house/37.md) — 80% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/williamson/index.md b/data/jurisdictions/us/states/tx/counties/williamson/index.md
index 0263f6b504..5ea06e0dae 100644
--- a/data/jurisdictions/us/states/tx/counties/williamson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/williamson/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 2935
   hispanic: 166454
   bachelors_plus: 303533
+districts:
+  - to: "us/states/tx/districts/31"
+    rel: in-district
+    area_weight: 0.7816
+  - to: "us/states/tx/districts/17"
+    rel: in-district
+    area_weight: 0.1867
+  - to: "us/states/tx/districts/10"
+    rel: in-district
+    area_weight: 0.0175
+  - to: "us/states/tx/districts/37"
+    rel: in-district
+    area_weight: 0.0142
+  - to: "us/states/tx/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9007
+  - to: "us/states/tx/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0992
+  - to: "us/states/tx/districts/house/52"
+    rel: in-district
+    area_weight: 0.6081
+  - to: "us/states/tx/districts/house/20"
+    rel: in-district
+    area_weight: 0.3396
+  - to: "us/states/tx/districts/house/136"
+    rel: in-district
+    area_weight: 0.0522
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 166454 |
 | Bachelor's or higher | 303533 |
 
+## Districts
+
+- [TX-31](/us/states/tx/districts/31.md) — 78% (congressional)
+- [TX-17](/us/states/tx/districts/17.md) — 19% (congressional)
+- [TX-10](/us/states/tx/districts/10.md) — 2% (congressional)
+- [TX-37](/us/states/tx/districts/37.md) — 1% (congressional)
+- [TX Senate District 5](/us/states/tx/districts/senate/5.md) — 90% (state senate)
+- [TX Senate District 24](/us/states/tx/districts/senate/24.md) — 10% (state senate)
+- [TX House District 52](/us/states/tx/districts/house/52.md) — 61% (state house)
+- [TX House District 20](/us/states/tx/districts/house/20.md) — 34% (state house)
+- [TX House District 136](/us/states/tx/districts/house/136.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/wilson/index.md b/data/jurisdictions/us/states/tx/counties/wilson/index.md
index 025a714ede..08e9bb4ff1 100644
--- a/data/jurisdictions/us/states/tx/counties/wilson/index.md
+++ b/data/jurisdictions/us/states/tx/counties/wilson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 263
   hispanic: 21077
   bachelors_plus: 12279
+districts:
+  - to: "us/states/tx/districts/15"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 21077 |
 | Bachelor's or higher | 12279 |
 
+## Districts
+
+- [TX-15](/us/states/tx/districts/15.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/winkler/index.md b/data/jurisdictions/us/states/tx/counties/winkler/index.md
index ef0ca692e3..fd2b9eaaec 100644
--- a/data/jurisdictions/us/states/tx/counties/winkler/index.md
+++ b/data/jurisdictions/us/states/tx/counties/winkler/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 181
   hispanic: 4657
   bachelors_plus: 560
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/81"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4657 |
 | Bachelor's or higher | 560 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 81](/us/states/tx/districts/house/81.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/wise/index.md b/data/jurisdictions/us/states/tx/counties/wise/index.md
index afa2fcea0a..580857568a 100644
--- a/data/jurisdictions/us/states/tx/counties/wise/index.md
+++ b/data/jurisdictions/us/states/tx/counties/wise/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 568
   hispanic: 15852
   bachelors_plus: 14672
+districts:
+  - to: "us/states/tx/districts/13"
+    rel: in-district
+    area_weight: 0.5095
+  - to: "us/states/tx/districts/26"
+    rel: in-district
+    area_weight: 0.4904
+  - to: "us/states/tx/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/64"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 15852 |
 | Bachelor's or higher | 14672 |
 
+## Districts
+
+- [TX-13](/us/states/tx/districts/13.md) — 51% (congressional)
+- [TX-26](/us/states/tx/districts/26.md) — 49% (congressional)
+- [TX Senate District 12](/us/states/tx/districts/senate/12.md) — 100% (state senate)
+- [TX House District 64](/us/states/tx/districts/house/64.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/wood/index.md b/data/jurisdictions/us/states/tx/counties/wood/index.md
index bb84f138e3..449f384870 100644
--- a/data/jurisdictions/us/states/tx/counties/wood/index.md
+++ b/data/jurisdictions/us/states/tx/counties/wood/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 15
   hispanic: 5433
   bachelors_plus: 10199
+districts:
+  - to: "us/states/tx/districts/05"
+    rel: in-district
+    area_weight: 0.9962
+  - to: "us/states/tx/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/house/5"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 5433 |
 | Bachelor's or higher | 10199 |
 
+## Districts
+
+- [TX-05](/us/states/tx/districts/05.md) — 100% (congressional)
+- [TX Senate District 1](/us/states/tx/districts/senate/1.md) — 100% (state senate)
+- [TX House District 5](/us/states/tx/districts/house/5.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/yoakum/index.md b/data/jurisdictions/us/states/tx/counties/yoakum/index.md
index 5b2edd38d5..5d19b18afb 100644
--- a/data/jurisdictions/us/states/tx/counties/yoakum/index.md
+++ b/data/jurisdictions/us/states/tx/counties/yoakum/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 98
   hispanic: 4966
   bachelors_plus: 1125
+districts:
+  - to: "us/states/tx/districts/19"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/88"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4966 |
 | Bachelor's or higher | 1125 |
 
+## Districts
+
+- [TX-19](/us/states/tx/districts/19.md) — 100% (congressional)
+- [TX Senate District 31](/us/states/tx/districts/senate/31.md) — 100% (state senate)
+- [TX House District 88](/us/states/tx/districts/house/88.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/young/index.md b/data/jurisdictions/us/states/tx/counties/young/index.md
index fb5a9fba90..bb12a1289a 100644
--- a/data/jurisdictions/us/states/tx/counties/young/index.md
+++ b/data/jurisdictions/us/states/tx/counties/young/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 47
   hispanic: 3692
   bachelors_plus: 3927
+districts:
+  - to: "us/states/tx/districts/25"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/tx/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/68"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3692 |
 | Bachelor's or higher | 3927 |
 
+## Districts
+
+- [TX-25](/us/states/tx/districts/25.md) — 100% (congressional)
+- [TX Senate District 30](/us/states/tx/districts/senate/30.md) — 100% (state senate)
+- [TX House District 68](/us/states/tx/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/zapata/index.md b/data/jurisdictions/us/states/tx/counties/zapata/index.md
index af94fb7a7b..878899dea1 100644
--- a/data/jurisdictions/us/states/tx/counties/zapata/index.md
+++ b/data/jurisdictions/us/states/tx/counties/zapata/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 12999
   bachelors_plus: 1638
+districts:
+  - to: "us/states/tx/districts/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/tx/districts/senate/21"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/tx/districts/house/31"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 12999 |
 | Bachelor's or higher | 1638 |
 
+## Districts
+
+- [TX-28](/us/states/tx/districts/28.md) — 100% (congressional)
+- [TX Senate District 21](/us/states/tx/districts/senate/21.md) — 100% (state senate)
+- [TX House District 31](/us/states/tx/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/counties/zavala/index.md b/data/jurisdictions/us/states/tx/counties/zavala/index.md
index 85d5e2ca0a..ae66d51cda 100644
--- a/data/jurisdictions/us/states/tx/counties/zavala/index.md
+++ b/data/jurisdictions/us/states/tx/counties/zavala/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 8717
   bachelors_plus: 696
+districts:
+  - to: "us/states/tx/districts/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/tx/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/tx/districts/house/80"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, tx]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 8717 |
 | Bachelor's or higher | 696 |
 
+## Districts
+
+- [TX-23](/us/states/tx/districts/23.md) — 100% (congressional)
+- [TX Senate District 19](/us/states/tx/districts/senate/19.md) — 100% (state senate)
+- [TX House District 80](/us/states/tx/districts/house/80.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/tx/districts/01.md b/data/jurisdictions/us/states/tx/districts/01.md
index d6a231b803..96fbe4d9e7 100644
--- a/data/jurisdictions/us/states/tx/districts/01.md
+++ b/data/jurisdictions/us/states/tx/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 131029
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/02.md b/data/jurisdictions/us/states/tx/districts/02.md
index d9cf1f1df0..019683464d 100644
--- a/data/jurisdictions/us/states/tx/districts/02.md
+++ b/data/jurisdictions/us/states/tx/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 225118
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/03.md b/data/jurisdictions/us/states/tx/districts/03.md
index 4c16c4e6f9..e5080d767e 100644
--- a/data/jurisdictions/us/states/tx/districts/03.md
+++ b/data/jurisdictions/us/states/tx/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 326007
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/04.md b/data/jurisdictions/us/states/tx/districts/04.md
index 299fd03125..c7726f07c6 100644
--- a/data/jurisdictions/us/states/tx/districts/04.md
+++ b/data/jurisdictions/us/states/tx/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 268167
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/05.md b/data/jurisdictions/us/states/tx/districts/05.md
index eda1e0008b..db198e24ee 100644
--- a/data/jurisdictions/us/states/tx/districts/05.md
+++ b/data/jurisdictions/us/states/tx/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 131761
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/06.md b/data/jurisdictions/us/states/tx/districts/06.md
index e104d26f7a..eccd3a2bc1 100644
--- a/data/jurisdictions/us/states/tx/districts/06.md
+++ b/data/jurisdictions/us/states/tx/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 160388
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/07.md b/data/jurisdictions/us/states/tx/districts/07.md
index 753be0a753..da96d9eb6b 100644
--- a/data/jurisdictions/us/states/tx/districts/07.md
+++ b/data/jurisdictions/us/states/tx/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 263041
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/08.md b/data/jurisdictions/us/states/tx/districts/08.md
index 08d1bc567a..0c026caf7d 100644
--- a/data/jurisdictions/us/states/tx/districts/08.md
+++ b/data/jurisdictions/us/states/tx/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 231508
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/09.md b/data/jurisdictions/us/states/tx/districts/09.md
index a49fd78147..95bf25582c 100644
--- a/data/jurisdictions/us/states/tx/districts/09.md
+++ b/data/jurisdictions/us/states/tx/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 170466
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/10.md b/data/jurisdictions/us/states/tx/districts/10.md
index 2fa3d834c9..20955336a1 100644
--- a/data/jurisdictions/us/states/tx/districts/10.md
+++ b/data/jurisdictions/us/states/tx/districts/10.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 234434
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/11.md b/data/jurisdictions/us/states/tx/districts/11.md
index 2db1260d87..2c9a92f647 100644
--- a/data/jurisdictions/us/states/tx/districts/11.md
+++ b/data/jurisdictions/us/states/tx/districts/11.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 125371
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/12.md b/data/jurisdictions/us/states/tx/districts/12.md
index 66c8847252..811393b77c 100644
--- a/data/jurisdictions/us/states/tx/districts/12.md
+++ b/data/jurisdictions/us/states/tx/districts/12.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 192889
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/13.md b/data/jurisdictions/us/states/tx/districts/13.md
index 7abf7ea31f..20f57db072 100644
--- a/data/jurisdictions/us/states/tx/districts/13.md
+++ b/data/jurisdictions/us/states/tx/districts/13.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 145280
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/14.md b/data/jurisdictions/us/states/tx/districts/14.md
index 5b55d26e97..3e3e119eda 100644
--- a/data/jurisdictions/us/states/tx/districts/14.md
+++ b/data/jurisdictions/us/states/tx/districts/14.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 142694
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/15.md b/data/jurisdictions/us/states/tx/districts/15.md
index ca01451d28..f255fdf83e 100644
--- a/data/jurisdictions/us/states/tx/districts/15.md
+++ b/data/jurisdictions/us/states/tx/districts/15.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 119978
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/16.md b/data/jurisdictions/us/states/tx/districts/16.md
index b36e2d89bc..531b9fcb80 100644
--- a/data/jurisdictions/us/states/tx/districts/16.md
+++ b/data/jurisdictions/us/states/tx/districts/16.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 140192
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/17.md b/data/jurisdictions/us/states/tx/districts/17.md
index fd604051e2..a84b1be923 100644
--- a/data/jurisdictions/us/states/tx/districts/17.md
+++ b/data/jurisdictions/us/states/tx/districts/17.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 154305
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/18.md b/data/jurisdictions/us/states/tx/districts/18.md
index e0965f7c6b..1e63cf5ca7 100644
--- a/data/jurisdictions/us/states/tx/districts/18.md
+++ b/data/jurisdictions/us/states/tx/districts/18.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 160761
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/19.md b/data/jurisdictions/us/states/tx/districts/19.md
index 0e3097f5a5..643b348cdb 100644
--- a/data/jurisdictions/us/states/tx/districts/19.md
+++ b/data/jurisdictions/us/states/tx/districts/19.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 123325
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/20.md b/data/jurisdictions/us/states/tx/districts/20.md
index d60f97abf9..729e813a57 100644
--- a/data/jurisdictions/us/states/tx/districts/20.md
+++ b/data/jurisdictions/us/states/tx/districts/20.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 128256
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/21.md b/data/jurisdictions/us/states/tx/districts/21.md
index 809db919f6..ad543cf5b8 100644
--- a/data/jurisdictions/us/states/tx/districts/21.md
+++ b/data/jurisdictions/us/states/tx/districts/21.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 289194
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/22.md b/data/jurisdictions/us/states/tx/districts/22.md
index 71a333d3f1..87913fb931 100644
--- a/data/jurisdictions/us/states/tx/districts/22.md
+++ b/data/jurisdictions/us/states/tx/districts/22.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 289014
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/23.md b/data/jurisdictions/us/states/tx/districts/23.md
index a91e8b1da7..2632ba3f8d 100644
--- a/data/jurisdictions/us/states/tx/districts/23.md
+++ b/data/jurisdictions/us/states/tx/districts/23.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 164420
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/24.md b/data/jurisdictions/us/states/tx/districts/24.md
index 86fcf74486..b438ee1511 100644
--- a/data/jurisdictions/us/states/tx/districts/24.md
+++ b/data/jurisdictions/us/states/tx/districts/24.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 293696
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/25.md b/data/jurisdictions/us/states/tx/districts/25.md
index 69212f9aa3..72199b7813 100644
--- a/data/jurisdictions/us/states/tx/districts/25.md
+++ b/data/jurisdictions/us/states/tx/districts/25.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 179059
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/26.md b/data/jurisdictions/us/states/tx/districts/26.md
index 2dbcb65622..3c06d758d4 100644
--- a/data/jurisdictions/us/states/tx/districts/26.md
+++ b/data/jurisdictions/us/states/tx/districts/26.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 316301
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/27.md b/data/jurisdictions/us/states/tx/districts/27.md
index 63957b19bf..e82cb5d47d 100644
--- a/data/jurisdictions/us/states/tx/districts/27.md
+++ b/data/jurisdictions/us/states/tx/districts/27.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 131097
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/28.md b/data/jurisdictions/us/states/tx/districts/28.md
index 1bb04ece02..40f4955f83 100644
--- a/data/jurisdictions/us/states/tx/districts/28.md
+++ b/data/jurisdictions/us/states/tx/districts/28.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 109741
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/29.md b/data/jurisdictions/us/states/tx/districts/29.md
index febbbe9a4f..fb0efbea7b 100644
--- a/data/jurisdictions/us/states/tx/districts/29.md
+++ b/data/jurisdictions/us/states/tx/districts/29.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 70495
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/30.md b/data/jurisdictions/us/states/tx/districts/30.md
index 7bbd26e2ba..c4711b4564 100644
--- a/data/jurisdictions/us/states/tx/districts/30.md
+++ b/data/jurisdictions/us/states/tx/districts/30.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 167902
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/31.md b/data/jurisdictions/us/states/tx/districts/31.md
index 6dcc1f0926..89a4af9f4f 100644
--- a/data/jurisdictions/us/states/tx/districts/31.md
+++ b/data/jurisdictions/us/states/tx/districts/31.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 234408
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/32.md b/data/jurisdictions/us/states/tx/districts/32.md
index 8b8629a2cb..0d2fc8e40d 100644
--- a/data/jurisdictions/us/states/tx/districts/32.md
+++ b/data/jurisdictions/us/states/tx/districts/32.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 222598
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/33.md b/data/jurisdictions/us/states/tx/districts/33.md
index 680ae69753..2b1a505140 100644
--- a/data/jurisdictions/us/states/tx/districts/33.md
+++ b/data/jurisdictions/us/states/tx/districts/33.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 120673
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/34.md b/data/jurisdictions/us/states/tx/districts/34.md
index 939a896c74..5ee665a05a 100644
--- a/data/jurisdictions/us/states/tx/districts/34.md
+++ b/data/jurisdictions/us/states/tx/districts/34.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 98573
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/35.md b/data/jurisdictions/us/states/tx/districts/35.md
index 5595408b01..80ba41f88b 100644
--- a/data/jurisdictions/us/states/tx/districts/35.md
+++ b/data/jurisdictions/us/states/tx/districts/35.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 193403
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/36.md b/data/jurisdictions/us/states/tx/districts/36.md
index 93855ceedd..5891900640 100644
--- a/data/jurisdictions/us/states/tx/districts/36.md
+++ b/data/jurisdictions/us/states/tx/districts/36.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 132423
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/37.md b/data/jurisdictions/us/states/tx/districts/37.md
index 99f0ee4c66..239410edfa 100644
--- a/data/jurisdictions/us/states/tx/districts/37.md
+++ b/data/jurisdictions/us/states/tx/districts/37.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 365846
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/38.md b/data/jurisdictions/us/states/tx/districts/38.md
index 57ec2f5581..edb481d893 100644
--- a/data/jurisdictions/us/states/tx/districts/38.md
+++ b/data/jurisdictions/us/states/tx/districts/38.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 281834
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, tx]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/tx/districts/house/1.md b/data/jurisdictions/us/states/tx/districts/house/1.md
new file mode 100644
index 0000000000..9be679ff75
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 1"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 1
+
+State House district 1 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/10.md b/data/jurisdictions/us/states/tx/districts/house/10.md
new file mode 100644
index 0000000000..587ddf76dd
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 10"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 10
+
+State House district 10 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/100.md b/data/jurisdictions/us/states/tx/districts/house/100.md
new file mode 100644
index 0000000000..c6765c99d6
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 100"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 100
+
+State House district 100 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/101.md b/data/jurisdictions/us/states/tx/districts/house/101.md
new file mode 100644
index 0000000000..3886d3b8da
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/101.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 101"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "101"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 101
+
+State House district 101 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/102.md b/data/jurisdictions/us/states/tx/districts/house/102.md
new file mode 100644
index 0000000000..97c4f6f10d
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/102.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 102"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "102"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 102
+
+State House district 102 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/103.md b/data/jurisdictions/us/states/tx/districts/house/103.md
new file mode 100644
index 0000000000..bfcd7cdf30
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/103.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 103"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "103"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 103
+
+State House district 103 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/104.md b/data/jurisdictions/us/states/tx/districts/house/104.md
new file mode 100644
index 0000000000..cf5fd16d36
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/104.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 104"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "104"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 104
+
+State House district 104 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/105.md b/data/jurisdictions/us/states/tx/districts/house/105.md
new file mode 100644
index 0000000000..dbc3f16fb0
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/105.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 105"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "105"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 105
+
+State House district 105 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/106.md b/data/jurisdictions/us/states/tx/districts/house/106.md
new file mode 100644
index 0000000000..985bd880b8
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/106.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 106"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "106"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 106
+
+State House district 106 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/107.md b/data/jurisdictions/us/states/tx/districts/house/107.md
new file mode 100644
index 0000000000..387ff55021
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/107.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 107"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "107"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 107
+
+State House district 107 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/108.md b/data/jurisdictions/us/states/tx/districts/house/108.md
new file mode 100644
index 0000000000..a75bfff1d4
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/108.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 108"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "108"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 108
+
+State House district 108 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/109.md b/data/jurisdictions/us/states/tx/districts/house/109.md
new file mode 100644
index 0000000000..e2a2a69f99
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/109.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 109"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "109"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 109
+
+State House district 109 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/11.md b/data/jurisdictions/us/states/tx/districts/house/11.md
new file mode 100644
index 0000000000..b048fec4c3
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 11"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 11
+
+State House district 11 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/110.md b/data/jurisdictions/us/states/tx/districts/house/110.md
new file mode 100644
index 0000000000..03458e4e02
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/110.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 110"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "110"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 110
+
+State House district 110 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/111.md b/data/jurisdictions/us/states/tx/districts/house/111.md
new file mode 100644
index 0000000000..7882fddb95
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/111.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 111"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "111"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 111
+
+State House district 111 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/112.md b/data/jurisdictions/us/states/tx/districts/house/112.md
new file mode 100644
index 0000000000..1e0d3dc35f
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/112.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 112"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "112"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 112
+
+State House district 112 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/113.md b/data/jurisdictions/us/states/tx/districts/house/113.md
new file mode 100644
index 0000000000..05ecfcda33
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/113.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 113"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "113"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 113
+
+State House district 113 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/114.md b/data/jurisdictions/us/states/tx/districts/house/114.md
new file mode 100644
index 0000000000..9534470333
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/114.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 114"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "114"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 114
+
+State House district 114 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/115.md b/data/jurisdictions/us/states/tx/districts/house/115.md
new file mode 100644
index 0000000000..c8de70eb97
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/115.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 115"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "115"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 115
+
+State House district 115 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/116.md b/data/jurisdictions/us/states/tx/districts/house/116.md
new file mode 100644
index 0000000000..ad8c78dd30
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/116.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 116"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "116"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 116
+
+State House district 116 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/117.md b/data/jurisdictions/us/states/tx/districts/house/117.md
new file mode 100644
index 0000000000..0d4f1cc1e7
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/117.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 117"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "117"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 117
+
+State House district 117 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/118.md b/data/jurisdictions/us/states/tx/districts/house/118.md
new file mode 100644
index 0000000000..0509d951f1
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/118.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 118"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "118"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 118
+
+State House district 118 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/119.md b/data/jurisdictions/us/states/tx/districts/house/119.md
new file mode 100644
index 0000000000..c5653971b2
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/119.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 119"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "119"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 119
+
+State House district 119 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/12.md b/data/jurisdictions/us/states/tx/districts/house/12.md
new file mode 100644
index 0000000000..af739c046d
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 12"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 12
+
+State House district 12 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/120.md b/data/jurisdictions/us/states/tx/districts/house/120.md
new file mode 100644
index 0000000000..5153eb990f
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/120.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 120"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "120"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 120
+
+State House district 120 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/121.md b/data/jurisdictions/us/states/tx/districts/house/121.md
new file mode 100644
index 0000000000..2e02d95a0d
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/121.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 121"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "121"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 121
+
+State House district 121 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/122.md b/data/jurisdictions/us/states/tx/districts/house/122.md
new file mode 100644
index 0000000000..bc56552922
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/122.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 122"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "122"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 122
+
+State House district 122 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/123.md b/data/jurisdictions/us/states/tx/districts/house/123.md
new file mode 100644
index 0000000000..bbab7f8adf
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/123.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 123"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "123"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 123
+
+State House district 123 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/124.md b/data/jurisdictions/us/states/tx/districts/house/124.md
new file mode 100644
index 0000000000..58d5ed3323
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/124.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 124"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "124"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 124
+
+State House district 124 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/125.md b/data/jurisdictions/us/states/tx/districts/house/125.md
new file mode 100644
index 0000000000..85995331f9
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/125.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 125"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "125"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 125
+
+State House district 125 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/126.md b/data/jurisdictions/us/states/tx/districts/house/126.md
new file mode 100644
index 0000000000..0631305ff0
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/126.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 126"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "126"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 126
+
+State House district 126 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/127.md b/data/jurisdictions/us/states/tx/districts/house/127.md
new file mode 100644
index 0000000000..23435e9f84
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/127.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 127"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "127"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 127
+
+State House district 127 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/128.md b/data/jurisdictions/us/states/tx/districts/house/128.md
new file mode 100644
index 0000000000..871cef4f4a
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/128.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 128"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "128"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 128
+
+State House district 128 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/129.md b/data/jurisdictions/us/states/tx/districts/house/129.md
new file mode 100644
index 0000000000..48a79d4af2
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/129.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 129"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "129"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 129
+
+State House district 129 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/13.md b/data/jurisdictions/us/states/tx/districts/house/13.md
new file mode 100644
index 0000000000..163f1938fd
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 13"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 13
+
+State House district 13 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/130.md b/data/jurisdictions/us/states/tx/districts/house/130.md
new file mode 100644
index 0000000000..17e0ceaedb
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/130.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 130"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "130"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 130
+
+State House district 130 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/131.md b/data/jurisdictions/us/states/tx/districts/house/131.md
new file mode 100644
index 0000000000..048ab84fb6
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/131.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 131"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "131"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 131
+
+State House district 131 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/132.md b/data/jurisdictions/us/states/tx/districts/house/132.md
new file mode 100644
index 0000000000..67f3b7c594
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/132.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 132"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "132"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 132
+
+State House district 132 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/133.md b/data/jurisdictions/us/states/tx/districts/house/133.md
new file mode 100644
index 0000000000..7de4a4f7d1
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/133.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 133"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "133"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 133
+
+State House district 133 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/134.md b/data/jurisdictions/us/states/tx/districts/house/134.md
new file mode 100644
index 0000000000..23fe9f0863
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/134.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 134"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "134"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 134
+
+State House district 134 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/135.md b/data/jurisdictions/us/states/tx/districts/house/135.md
new file mode 100644
index 0000000000..d5fc29bade
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/135.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 135"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "135"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 135
+
+State House district 135 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/136.md b/data/jurisdictions/us/states/tx/districts/house/136.md
new file mode 100644
index 0000000000..51468a0f4f
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/136.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 136"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "136"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 136
+
+State House district 136 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/137.md b/data/jurisdictions/us/states/tx/districts/house/137.md
new file mode 100644
index 0000000000..3c1b252c55
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/137.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 137"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "137"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 137
+
+State House district 137 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/138.md b/data/jurisdictions/us/states/tx/districts/house/138.md
new file mode 100644
index 0000000000..4c1aeb20e4
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/138.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 138"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "138"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 138
+
+State House district 138 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/139.md b/data/jurisdictions/us/states/tx/districts/house/139.md
new file mode 100644
index 0000000000..d0615bc146
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/139.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 139"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "139"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 139
+
+State House district 139 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/14.md b/data/jurisdictions/us/states/tx/districts/house/14.md
new file mode 100644
index 0000000000..553018ed9e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 14"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 14
+
+State House district 14 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/140.md b/data/jurisdictions/us/states/tx/districts/house/140.md
new file mode 100644
index 0000000000..96fd2ea5c8
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/140.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 140"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "140"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 140
+
+State House district 140 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/141.md b/data/jurisdictions/us/states/tx/districts/house/141.md
new file mode 100644
index 0000000000..171700d633
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/141.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 141"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "141"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 141
+
+State House district 141 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/142.md b/data/jurisdictions/us/states/tx/districts/house/142.md
new file mode 100644
index 0000000000..518ecb502c
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/142.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 142"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "142"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 142
+
+State House district 142 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/143.md b/data/jurisdictions/us/states/tx/districts/house/143.md
new file mode 100644
index 0000000000..2868f5d259
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/143.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 143"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "143"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 143
+
+State House district 143 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/144.md b/data/jurisdictions/us/states/tx/districts/house/144.md
new file mode 100644
index 0000000000..ae4eeb7738
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/144.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 144"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "144"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 144
+
+State House district 144 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/145.md b/data/jurisdictions/us/states/tx/districts/house/145.md
new file mode 100644
index 0000000000..f724914e1a
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/145.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 145"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "145"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 145
+
+State House district 145 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/146.md b/data/jurisdictions/us/states/tx/districts/house/146.md
new file mode 100644
index 0000000000..7f0c7f512b
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/146.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 146"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "146"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 146
+
+State House district 146 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/147.md b/data/jurisdictions/us/states/tx/districts/house/147.md
new file mode 100644
index 0000000000..608738a1d2
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/147.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 147"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "147"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 147
+
+State House district 147 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/148.md b/data/jurisdictions/us/states/tx/districts/house/148.md
new file mode 100644
index 0000000000..cfe2457417
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/148.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 148"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "148"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 148
+
+State House district 148 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/149.md b/data/jurisdictions/us/states/tx/districts/house/149.md
new file mode 100644
index 0000000000..dfb6ab50ca
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/149.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 149"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "149"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 149
+
+State House district 149 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/15.md b/data/jurisdictions/us/states/tx/districts/house/15.md
new file mode 100644
index 0000000000..1c482a70fc
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 15"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 15
+
+State House district 15 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/150.md b/data/jurisdictions/us/states/tx/districts/house/150.md
new file mode 100644
index 0000000000..d5b044fd47
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/150.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 150"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "150"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 150
+
+State House district 150 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/16.md b/data/jurisdictions/us/states/tx/districts/house/16.md
new file mode 100644
index 0000000000..c317b9cd1e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 16"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 16
+
+State House district 16 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/17.md b/data/jurisdictions/us/states/tx/districts/house/17.md
new file mode 100644
index 0000000000..ac740a29c0
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 17"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 17
+
+State House district 17 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/18.md b/data/jurisdictions/us/states/tx/districts/house/18.md
new file mode 100644
index 0000000000..5914e98715
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 18"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 18
+
+State House district 18 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/19.md b/data/jurisdictions/us/states/tx/districts/house/19.md
new file mode 100644
index 0000000000..7bc49709bc
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 19"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 19
+
+State House district 19 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/2.md b/data/jurisdictions/us/states/tx/districts/house/2.md
new file mode 100644
index 0000000000..310f580f11
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 2"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 2
+
+State House district 2 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/20.md b/data/jurisdictions/us/states/tx/districts/house/20.md
new file mode 100644
index 0000000000..5d4a8145a5
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 20"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 20
+
+State House district 20 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/21.md b/data/jurisdictions/us/states/tx/districts/house/21.md
new file mode 100644
index 0000000000..a25f4da415
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 21"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 21
+
+State House district 21 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/22.md b/data/jurisdictions/us/states/tx/districts/house/22.md
new file mode 100644
index 0000000000..52accf51e9
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 22"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 22
+
+State House district 22 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/23.md b/data/jurisdictions/us/states/tx/districts/house/23.md
new file mode 100644
index 0000000000..4d656654c6
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 23"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 23
+
+State House district 23 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/24.md b/data/jurisdictions/us/states/tx/districts/house/24.md
new file mode 100644
index 0000000000..42f0b33ca1
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 24"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 24
+
+State House district 24 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/25.md b/data/jurisdictions/us/states/tx/districts/house/25.md
new file mode 100644
index 0000000000..61c390579b
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 25"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 25
+
+State House district 25 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/26.md b/data/jurisdictions/us/states/tx/districts/house/26.md
new file mode 100644
index 0000000000..979ac25983
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 26"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 26
+
+State House district 26 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/27.md b/data/jurisdictions/us/states/tx/districts/house/27.md
new file mode 100644
index 0000000000..26387e5559
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 27"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 27
+
+State House district 27 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/28.md b/data/jurisdictions/us/states/tx/districts/house/28.md
new file mode 100644
index 0000000000..441fd4c3f5
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 28"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 28
+
+State House district 28 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/29.md b/data/jurisdictions/us/states/tx/districts/house/29.md
new file mode 100644
index 0000000000..1b872fb216
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 29"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 29
+
+State House district 29 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/3.md b/data/jurisdictions/us/states/tx/districts/house/3.md
new file mode 100644
index 0000000000..e59af2960d
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 3"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 3
+
+State House district 3 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/30.md b/data/jurisdictions/us/states/tx/districts/house/30.md
new file mode 100644
index 0000000000..8752d5bda4
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 30"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 30
+
+State House district 30 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/31.md b/data/jurisdictions/us/states/tx/districts/house/31.md
new file mode 100644
index 0000000000..fbd743f0bb
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 31"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 31
+
+State House district 31 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/32.md b/data/jurisdictions/us/states/tx/districts/house/32.md
new file mode 100644
index 0000000000..5f2cd4100e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 32"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 32
+
+State House district 32 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/33.md b/data/jurisdictions/us/states/tx/districts/house/33.md
new file mode 100644
index 0000000000..8e1297d611
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 33"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 33
+
+State House district 33 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/34.md b/data/jurisdictions/us/states/tx/districts/house/34.md
new file mode 100644
index 0000000000..8922234315
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 34"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 34
+
+State House district 34 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/35.md b/data/jurisdictions/us/states/tx/districts/house/35.md
new file mode 100644
index 0000000000..362e64f493
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 35"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 35
+
+State House district 35 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/36.md b/data/jurisdictions/us/states/tx/districts/house/36.md
new file mode 100644
index 0000000000..025a0bb32e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 36"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 36
+
+State House district 36 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/37.md b/data/jurisdictions/us/states/tx/districts/house/37.md
new file mode 100644
index 0000000000..6f6fc9158c
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 37"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 37
+
+State House district 37 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/38.md b/data/jurisdictions/us/states/tx/districts/house/38.md
new file mode 100644
index 0000000000..0bd856ba13
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 38"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 38
+
+State House district 38 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/39.md b/data/jurisdictions/us/states/tx/districts/house/39.md
new file mode 100644
index 0000000000..28a83421e6
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 39"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 39
+
+State House district 39 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/4.md b/data/jurisdictions/us/states/tx/districts/house/4.md
new file mode 100644
index 0000000000..23e3fcdc46
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 4"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 4
+
+State House district 4 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/40.md b/data/jurisdictions/us/states/tx/districts/house/40.md
new file mode 100644
index 0000000000..e970d4f777
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 40"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 40
+
+State House district 40 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/41.md b/data/jurisdictions/us/states/tx/districts/house/41.md
new file mode 100644
index 0000000000..2f54a2f93e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 41"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 41
+
+State House district 41 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/42.md b/data/jurisdictions/us/states/tx/districts/house/42.md
new file mode 100644
index 0000000000..1ebcba34fc
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 42"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 42
+
+State House district 42 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/43.md b/data/jurisdictions/us/states/tx/districts/house/43.md
new file mode 100644
index 0000000000..294fe334f6
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 43"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 43
+
+State House district 43 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/44.md b/data/jurisdictions/us/states/tx/districts/house/44.md
new file mode 100644
index 0000000000..4b0e80ccc1
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 44"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 44
+
+State House district 44 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/45.md b/data/jurisdictions/us/states/tx/districts/house/45.md
new file mode 100644
index 0000000000..e82294bdaf
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 45"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 45
+
+State House district 45 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/46.md b/data/jurisdictions/us/states/tx/districts/house/46.md
new file mode 100644
index 0000000000..1d79bf9eab
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 46"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 46
+
+State House district 46 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/47.md b/data/jurisdictions/us/states/tx/districts/house/47.md
new file mode 100644
index 0000000000..f213d3a7e9
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 47"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 47
+
+State House district 47 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/48.md b/data/jurisdictions/us/states/tx/districts/house/48.md
new file mode 100644
index 0000000000..83650347c8
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 48"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 48
+
+State House district 48 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/49.md b/data/jurisdictions/us/states/tx/districts/house/49.md
new file mode 100644
index 0000000000..6aed5f0a06
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 49"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 49
+
+State House district 49 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/5.md b/data/jurisdictions/us/states/tx/districts/house/5.md
new file mode 100644
index 0000000000..18de605b88
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 5"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 5
+
+State House district 5 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/50.md b/data/jurisdictions/us/states/tx/districts/house/50.md
new file mode 100644
index 0000000000..8f881351db
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 50"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 50
+
+State House district 50 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/51.md b/data/jurisdictions/us/states/tx/districts/house/51.md
new file mode 100644
index 0000000000..02e96b001d
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 51"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 51
+
+State House district 51 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/52.md b/data/jurisdictions/us/states/tx/districts/house/52.md
new file mode 100644
index 0000000000..aaa0c7b2c2
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 52"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 52
+
+State House district 52 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/53.md b/data/jurisdictions/us/states/tx/districts/house/53.md
new file mode 100644
index 0000000000..2e3e0a7b2e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 53"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 53
+
+State House district 53 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/54.md b/data/jurisdictions/us/states/tx/districts/house/54.md
new file mode 100644
index 0000000000..2431a53ec9
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 54"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 54
+
+State House district 54 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/55.md b/data/jurisdictions/us/states/tx/districts/house/55.md
new file mode 100644
index 0000000000..35e7b25ca1
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 55"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 55
+
+State House district 55 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/56.md b/data/jurisdictions/us/states/tx/districts/house/56.md
new file mode 100644
index 0000000000..78fdf02f96
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 56"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 56
+
+State House district 56 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/57.md b/data/jurisdictions/us/states/tx/districts/house/57.md
new file mode 100644
index 0000000000..1aae78af9d
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 57"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 57
+
+State House district 57 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/58.md b/data/jurisdictions/us/states/tx/districts/house/58.md
new file mode 100644
index 0000000000..930fade84c
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 58"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 58
+
+State House district 58 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/59.md b/data/jurisdictions/us/states/tx/districts/house/59.md
new file mode 100644
index 0000000000..dee0a0de88
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 59"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 59
+
+State House district 59 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/6.md b/data/jurisdictions/us/states/tx/districts/house/6.md
new file mode 100644
index 0000000000..8f349d5fe1
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 6"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 6
+
+State House district 6 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/60.md b/data/jurisdictions/us/states/tx/districts/house/60.md
new file mode 100644
index 0000000000..4328faecb4
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 60"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 60
+
+State House district 60 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/61.md b/data/jurisdictions/us/states/tx/districts/house/61.md
new file mode 100644
index 0000000000..e4ae976fae
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 61"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 61
+
+State House district 61 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/62.md b/data/jurisdictions/us/states/tx/districts/house/62.md
new file mode 100644
index 0000000000..93168a0b1e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 62"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 62
+
+State House district 62 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/63.md b/data/jurisdictions/us/states/tx/districts/house/63.md
new file mode 100644
index 0000000000..296d6a79ba
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 63"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 63
+
+State House district 63 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/64.md b/data/jurisdictions/us/states/tx/districts/house/64.md
new file mode 100644
index 0000000000..ff06ae1d27
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 64"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 64
+
+State House district 64 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/65.md b/data/jurisdictions/us/states/tx/districts/house/65.md
new file mode 100644
index 0000000000..d2ca581cd3
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 65"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 65
+
+State House district 65 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/66.md b/data/jurisdictions/us/states/tx/districts/house/66.md
new file mode 100644
index 0000000000..ab09f7b685
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 66"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 66
+
+State House district 66 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/67.md b/data/jurisdictions/us/states/tx/districts/house/67.md
new file mode 100644
index 0000000000..5b0af8cbd5
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 67"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 67
+
+State House district 67 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/68.md b/data/jurisdictions/us/states/tx/districts/house/68.md
new file mode 100644
index 0000000000..3a8e04322b
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 68"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 68
+
+State House district 68 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/69.md b/data/jurisdictions/us/states/tx/districts/house/69.md
new file mode 100644
index 0000000000..fa133c9134
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 69"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 69
+
+State House district 69 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/7.md b/data/jurisdictions/us/states/tx/districts/house/7.md
new file mode 100644
index 0000000000..52117c3a9e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 7"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 7
+
+State House district 7 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/70.md b/data/jurisdictions/us/states/tx/districts/house/70.md
new file mode 100644
index 0000000000..8f3f8e5624
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 70"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 70
+
+State House district 70 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/71.md b/data/jurisdictions/us/states/tx/districts/house/71.md
new file mode 100644
index 0000000000..ae85d6d1b1
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 71"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 71
+
+State House district 71 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/72.md b/data/jurisdictions/us/states/tx/districts/house/72.md
new file mode 100644
index 0000000000..51941cf6cb
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 72"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 72
+
+State House district 72 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/73.md b/data/jurisdictions/us/states/tx/districts/house/73.md
new file mode 100644
index 0000000000..d410e4b832
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 73"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 73
+
+State House district 73 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/74.md b/data/jurisdictions/us/states/tx/districts/house/74.md
new file mode 100644
index 0000000000..3720c6c568
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 74"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 74
+
+State House district 74 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/75.md b/data/jurisdictions/us/states/tx/districts/house/75.md
new file mode 100644
index 0000000000..2b73cc05f4
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 75"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 75
+
+State House district 75 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/76.md b/data/jurisdictions/us/states/tx/districts/house/76.md
new file mode 100644
index 0000000000..733f60e883
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 76"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 76
+
+State House district 76 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/77.md b/data/jurisdictions/us/states/tx/districts/house/77.md
new file mode 100644
index 0000000000..1de6bef31d
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 77"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 77
+
+State House district 77 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/78.md b/data/jurisdictions/us/states/tx/districts/house/78.md
new file mode 100644
index 0000000000..7b54090a8c
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 78"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 78
+
+State House district 78 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/79.md b/data/jurisdictions/us/states/tx/districts/house/79.md
new file mode 100644
index 0000000000..b04834d1c5
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 79"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 79
+
+State House district 79 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/8.md b/data/jurisdictions/us/states/tx/districts/house/8.md
new file mode 100644
index 0000000000..3407ea184d
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 8"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 8
+
+State House district 8 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/80.md b/data/jurisdictions/us/states/tx/districts/house/80.md
new file mode 100644
index 0000000000..6ec75da22a
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 80"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 80
+
+State House district 80 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/81.md b/data/jurisdictions/us/states/tx/districts/house/81.md
new file mode 100644
index 0000000000..e4a4fd589b
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 81"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 81
+
+State House district 81 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/82.md b/data/jurisdictions/us/states/tx/districts/house/82.md
new file mode 100644
index 0000000000..74d696e589
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 82"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 82
+
+State House district 82 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/83.md b/data/jurisdictions/us/states/tx/districts/house/83.md
new file mode 100644
index 0000000000..88e95a8e9c
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 83"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 83
+
+State House district 83 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/84.md b/data/jurisdictions/us/states/tx/districts/house/84.md
new file mode 100644
index 0000000000..b8e614067c
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 84"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 84
+
+State House district 84 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/85.md b/data/jurisdictions/us/states/tx/districts/house/85.md
new file mode 100644
index 0000000000..e052159fc3
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 85"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 85
+
+State House district 85 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/86.md b/data/jurisdictions/us/states/tx/districts/house/86.md
new file mode 100644
index 0000000000..577197970e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 86"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 86
+
+State House district 86 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/87.md b/data/jurisdictions/us/states/tx/districts/house/87.md
new file mode 100644
index 0000000000..08faa63ffe
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 87"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 87
+
+State House district 87 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/88.md b/data/jurisdictions/us/states/tx/districts/house/88.md
new file mode 100644
index 0000000000..14dd27d689
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 88"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 88
+
+State House district 88 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/89.md b/data/jurisdictions/us/states/tx/districts/house/89.md
new file mode 100644
index 0000000000..15c613fc8d
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 89"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 89
+
+State House district 89 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/9.md b/data/jurisdictions/us/states/tx/districts/house/9.md
new file mode 100644
index 0000000000..5d1652ceb4
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 9"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 9
+
+State House district 9 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/90.md b/data/jurisdictions/us/states/tx/districts/house/90.md
new file mode 100644
index 0000000000..19b6e239e0
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 90"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 90
+
+State House district 90 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/91.md b/data/jurisdictions/us/states/tx/districts/house/91.md
new file mode 100644
index 0000000000..4ad9227208
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 91"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 91
+
+State House district 91 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/92.md b/data/jurisdictions/us/states/tx/districts/house/92.md
new file mode 100644
index 0000000000..8e8cb81ac8
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 92"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 92
+
+State House district 92 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/93.md b/data/jurisdictions/us/states/tx/districts/house/93.md
new file mode 100644
index 0000000000..5820d31887
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 93"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 93
+
+State House district 93 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/94.md b/data/jurisdictions/us/states/tx/districts/house/94.md
new file mode 100644
index 0000000000..603d9bc74b
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 94"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 94
+
+State House district 94 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/95.md b/data/jurisdictions/us/states/tx/districts/house/95.md
new file mode 100644
index 0000000000..b2c7eb3e62
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 95"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 95
+
+State House district 95 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/96.md b/data/jurisdictions/us/states/tx/districts/house/96.md
new file mode 100644
index 0000000000..ebdfc3a671
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 96"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 96
+
+State House district 96 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/97.md b/data/jurisdictions/us/states/tx/districts/house/97.md
new file mode 100644
index 0000000000..b74ffd888e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 97"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 97
+
+State House district 97 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/98.md b/data/jurisdictions/us/states/tx/districts/house/98.md
new file mode 100644
index 0000000000..2cf60ca330
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 98"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 98
+
+State House district 98 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/house/99.md b/data/jurisdictions/us/states/tx/districts/house/99.md
new file mode 100644
index 0000000000..b2d8efa497
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX House District 99"
+classification: state-house-district
+state: "TX"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX House District 99
+
+State House district 99 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/1.md b/data/jurisdictions/us/states/tx/districts/senate/1.md
new file mode 100644
index 0000000000..9abfd08b74
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 1"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 1
+
+State Senate district 1 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/10.md b/data/jurisdictions/us/states/tx/districts/senate/10.md
new file mode 100644
index 0000000000..daf150cee8
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 10"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 10
+
+State Senate district 10 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/11.md b/data/jurisdictions/us/states/tx/districts/senate/11.md
new file mode 100644
index 0000000000..412f186d09
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 11"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 11
+
+State Senate district 11 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/12.md b/data/jurisdictions/us/states/tx/districts/senate/12.md
new file mode 100644
index 0000000000..33a3611038
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 12"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 12
+
+State Senate district 12 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/13.md b/data/jurisdictions/us/states/tx/districts/senate/13.md
new file mode 100644
index 0000000000..b2815252cb
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 13"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 13
+
+State Senate district 13 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/14.md b/data/jurisdictions/us/states/tx/districts/senate/14.md
new file mode 100644
index 0000000000..a7ee720329
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 14"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 14
+
+State Senate district 14 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/15.md b/data/jurisdictions/us/states/tx/districts/senate/15.md
new file mode 100644
index 0000000000..69e5a5d84c
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 15"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 15
+
+State Senate district 15 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/16.md b/data/jurisdictions/us/states/tx/districts/senate/16.md
new file mode 100644
index 0000000000..f8b67d4bab
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 16"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 16
+
+State Senate district 16 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/17.md b/data/jurisdictions/us/states/tx/districts/senate/17.md
new file mode 100644
index 0000000000..7f1672e107
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 17"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 17
+
+State Senate district 17 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/18.md b/data/jurisdictions/us/states/tx/districts/senate/18.md
new file mode 100644
index 0000000000..5114da7cae
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 18"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 18
+
+State Senate district 18 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/19.md b/data/jurisdictions/us/states/tx/districts/senate/19.md
new file mode 100644
index 0000000000..d8e5fb1572
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 19"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 19
+
+State Senate district 19 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/2.md b/data/jurisdictions/us/states/tx/districts/senate/2.md
new file mode 100644
index 0000000000..a2e0ce3bb9
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 2"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 2
+
+State Senate district 2 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/20.md b/data/jurisdictions/us/states/tx/districts/senate/20.md
new file mode 100644
index 0000000000..2370175e0f
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 20"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 20
+
+State Senate district 20 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/21.md b/data/jurisdictions/us/states/tx/districts/senate/21.md
new file mode 100644
index 0000000000..20c347aa57
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 21"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 21
+
+State Senate district 21 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/22.md b/data/jurisdictions/us/states/tx/districts/senate/22.md
new file mode 100644
index 0000000000..dd1e3909bb
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 22"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 22
+
+State Senate district 22 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/23.md b/data/jurisdictions/us/states/tx/districts/senate/23.md
new file mode 100644
index 0000000000..bcb3e76ec6
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 23"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 23
+
+State Senate district 23 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/24.md b/data/jurisdictions/us/states/tx/districts/senate/24.md
new file mode 100644
index 0000000000..6a098f1386
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 24"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 24
+
+State Senate district 24 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/25.md b/data/jurisdictions/us/states/tx/districts/senate/25.md
new file mode 100644
index 0000000000..a1e56d2a9d
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 25"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 25
+
+State Senate district 25 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/26.md b/data/jurisdictions/us/states/tx/districts/senate/26.md
new file mode 100644
index 0000000000..dc23b29a44
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 26"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 26
+
+State Senate district 26 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/27.md b/data/jurisdictions/us/states/tx/districts/senate/27.md
new file mode 100644
index 0000000000..c644756ce9
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 27"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 27
+
+State Senate district 27 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/28.md b/data/jurisdictions/us/states/tx/districts/senate/28.md
new file mode 100644
index 0000000000..3252fbeeea
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 28"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 28
+
+State Senate district 28 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/29.md b/data/jurisdictions/us/states/tx/districts/senate/29.md
new file mode 100644
index 0000000000..3ebc3207ba
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 29"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 29
+
+State Senate district 29 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/3.md b/data/jurisdictions/us/states/tx/districts/senate/3.md
new file mode 100644
index 0000000000..6cc6bfe062
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 3"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 3
+
+State Senate district 3 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/30.md b/data/jurisdictions/us/states/tx/districts/senate/30.md
new file mode 100644
index 0000000000..1572f04105
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 30"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 30
+
+State Senate district 30 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/31.md b/data/jurisdictions/us/states/tx/districts/senate/31.md
new file mode 100644
index 0000000000..680366aaf5
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 31"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 31
+
+State Senate district 31 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/4.md b/data/jurisdictions/us/states/tx/districts/senate/4.md
new file mode 100644
index 0000000000..40e446d7c6
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 4"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 4
+
+State Senate district 4 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/5.md b/data/jurisdictions/us/states/tx/districts/senate/5.md
new file mode 100644
index 0000000000..b71126f84e
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 5"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 5
+
+State Senate district 5 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/6.md b/data/jurisdictions/us/states/tx/districts/senate/6.md
new file mode 100644
index 0000000000..577ca7301f
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 6"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 6
+
+State Senate district 6 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/7.md b/data/jurisdictions/us/states/tx/districts/senate/7.md
new file mode 100644
index 0000000000..7bd63bb664
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 7"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 7
+
+State Senate district 7 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/8.md b/data/jurisdictions/us/states/tx/districts/senate/8.md
new file mode 100644
index 0000000000..7988bbeb47
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 8"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 8
+
+State Senate district 8 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/districts/senate/9.md b/data/jurisdictions/us/states/tx/districts/senate/9.md
new file mode 100644
index 0000000000..56f626dbeb
--- /dev/null
+++ b/data/jurisdictions/us/states/tx/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "TX Senate District 9"
+classification: state-senate-district
+state: "TX"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, tx]
+timestamp: "2026-07-03"
+---
+
+# TX Senate District 9
+
+State Senate district 9 (TX).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/tx/people/a-j-louderback.md b/data/jurisdictions/us/states/tx/people/a-j-louderback.md
index 92649ff640..0d1acd5513 100644
--- a/data/jurisdictions/us/states/tx/people/a-j-louderback.md
+++ b/data/jurisdictions/us/states/tx/people/a-j-louderback.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 30"
+represents: "us/states/tx/districts/house/30"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 30 (TX State House of Representatives District 30).
 
+Represents [TX State House of Representatives District 30](/us/states/tx/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/adam-hinojosa.md b/data/jurisdictions/us/states/tx/people/adam-hinojosa.md
index 6fc431466d..7b1a874051 100644
--- a/data/jurisdictions/us/states/tx/people/adam-hinojosa.md
+++ b/data/jurisdictions/us/states/tx/people/adam-hinojosa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 27"
+represents: "us/states/tx/districts/senate/27"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 27 (TX State Senate District 27).
 
+Represents [TX State Senate District 27](/us/states/tx/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/aicha-davis.md b/data/jurisdictions/us/states/tx/people/aicha-davis.md
index 9dfbc5eaf9..0a80b5ed77 100644
--- a/data/jurisdictions/us/states/tx/people/aicha-davis.md
+++ b/data/jurisdictions/us/states/tx/people/aicha-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 109"
+represents: "us/states/tx/districts/house/109"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 109 (TX State House of Representatives District 109).
 
+Represents [TX State House of Representatives District 109](/us/states/tx/districts/house/109.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/alan-schoolcraft.md b/data/jurisdictions/us/states/tx/people/alan-schoolcraft.md
index d70f784779..60509a1642 100644
--- a/data/jurisdictions/us/states/tx/people/alan-schoolcraft.md
+++ b/data/jurisdictions/us/states/tx/people/alan-schoolcraft.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 44"
+represents: "us/states/tx/districts/house/44"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 44 (TX State House of Representatives District 44).
 
+Represents [TX State House of Representatives District 44](/us/states/tx/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/alma-allen.md b/data/jurisdictions/us/states/tx/people/alma-allen.md
index cbe98debc2..2d355a47a5 100644
--- a/data/jurisdictions/us/states/tx/people/alma-allen.md
+++ b/data/jurisdictions/us/states/tx/people/alma-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 131"
+represents: "us/states/tx/districts/house/131"
 tenure:
   start: "2005-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 131 (TX State House of Representatives District 131).
 
+Represents [TX State House of Representatives District 131](/us/states/tx/districts/house/131.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/ana-hernandez.md b/data/jurisdictions/us/states/tx/people/ana-hernandez.md
index 480d0cd85c..b9210c0bfc 100644
--- a/data/jurisdictions/us/states/tx/people/ana-hernandez.md
+++ b/data/jurisdictions/us/states/tx/people/ana-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 143"
+represents: "us/states/tx/districts/house/143"
 tenure:
   start: "2005-12-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 143 (TX State House of Representatives District 143).
 
+Represents [TX State House of Representatives District 143](/us/states/tx/districts/house/143.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/ana-maria-rodriguez-ramos.md b/data/jurisdictions/us/states/tx/people/ana-maria-rodriguez-ramos.md
index b1c3bd5ca3..b771df2e03 100644
--- a/data/jurisdictions/us/states/tx/people/ana-maria-rodriguez-ramos.md
+++ b/data/jurisdictions/us/states/tx/people/ana-maria-rodriguez-ramos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 102"
+represents: "us/states/tx/districts/house/102"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 102 (TX State House of Representatives District 102).
 
+Represents [TX State House of Representatives District 102](/us/states/tx/districts/house/102.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/andy-hopper.md b/data/jurisdictions/us/states/tx/people/andy-hopper.md
index 798d24bda9..e0b7c43d1b 100644
--- a/data/jurisdictions/us/states/tx/people/andy-hopper.md
+++ b/data/jurisdictions/us/states/tx/people/andy-hopper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 64"
+represents: "us/states/tx/districts/house/64"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 64 (TX State House of Representatives District 64).
 
+Represents [TX State House of Representatives District 64](/us/states/tx/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/angela-paxton.md b/data/jurisdictions/us/states/tx/people/angela-paxton.md
index e94452f438..1c4d4105d6 100644
--- a/data/jurisdictions/us/states/tx/people/angela-paxton.md
+++ b/data/jurisdictions/us/states/tx/people/angela-paxton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 8"
+represents: "us/states/tx/districts/senate/8"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 8 (TX State Senate District 8).
 
+Represents [TX State Senate District 8](/us/states/tx/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/angelia-orr.md b/data/jurisdictions/us/states/tx/people/angelia-orr.md
index 578e2559e7..9328e81fec 100644
--- a/data/jurisdictions/us/states/tx/people/angelia-orr.md
+++ b/data/jurisdictions/us/states/tx/people/angelia-orr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 13"
+represents: "us/states/tx/districts/house/13"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 13 (TX State House of Representatives District 13).
 
+Represents [TX State House of Representatives District 13](/us/states/tx/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/angie-button.md b/data/jurisdictions/us/states/tx/people/angie-button.md
index 8d225de052..3a59bcc183 100644
--- a/data/jurisdictions/us/states/tx/people/angie-button.md
+++ b/data/jurisdictions/us/states/tx/people/angie-button.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 112"
+represents: "us/states/tx/districts/house/112"
 tenure:
   start: "2009-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 112 (TX State House of Representatives District 112).
 
+Represents [TX State House of Representatives District 112](/us/states/tx/districts/house/112.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/ann-johnson.md b/data/jurisdictions/us/states/tx/people/ann-johnson.md
index 5db357c3b7..538281ddcd 100644
--- a/data/jurisdictions/us/states/tx/people/ann-johnson.md
+++ b/data/jurisdictions/us/states/tx/people/ann-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 134"
+represents: "us/states/tx/districts/house/134"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 134 (TX State House of Representatives District 134).
 
+Represents [TX State House of Representatives District 134](/us/states/tx/districts/house/134.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/armando-walle.md b/data/jurisdictions/us/states/tx/people/armando-walle.md
index f8d2d0e318..53d3a2099f 100644
--- a/data/jurisdictions/us/states/tx/people/armando-walle.md
+++ b/data/jurisdictions/us/states/tx/people/armando-walle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 140"
+represents: "us/states/tx/districts/house/140"
 tenure:
   start: "2009-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 140 (TX State House of Representatives District 140).
 
+Represents [TX State House of Representatives District 140](/us/states/tx/districts/house/140.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/barbara-gervin-hawkins.md b/data/jurisdictions/us/states/tx/people/barbara-gervin-hawkins.md
index abcb1f98c6..4bce6bead5 100644
--- a/data/jurisdictions/us/states/tx/people/barbara-gervin-hawkins.md
+++ b/data/jurisdictions/us/states/tx/people/barbara-gervin-hawkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 120"
+represents: "us/states/tx/districts/house/120"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 120 (TX State House of Representatives District 120).
 
+Represents [TX State House of Representatives District 120](/us/states/tx/districts/house/120.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/ben-bumgarner.md b/data/jurisdictions/us/states/tx/people/ben-bumgarner.md
index 9241f9f623..4635638560 100644
--- a/data/jurisdictions/us/states/tx/people/ben-bumgarner.md
+++ b/data/jurisdictions/us/states/tx/people/ben-bumgarner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 63"
+represents: "us/states/tx/districts/house/63"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 63 (TX State House of Representatives District 63).
 
+Represents [TX State House of Representatives District 63](/us/states/tx/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/bob-hall.md b/data/jurisdictions/us/states/tx/people/bob-hall.md
index 8a8d53aaed..0028c2c23f 100644
--- a/data/jurisdictions/us/states/tx/people/bob-hall.md
+++ b/data/jurisdictions/us/states/tx/people/bob-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 2"
+represents: "us/states/tx/districts/senate/2"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 2 (TX State Senate District 2).
 
+Represents [TX State Senate District 2](/us/states/tx/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/bobby-guerra.md b/data/jurisdictions/us/states/tx/people/bobby-guerra.md
index a0f08490d8..bb0fe5a1e3 100644
--- a/data/jurisdictions/us/states/tx/people/bobby-guerra.md
+++ b/data/jurisdictions/us/states/tx/people/bobby-guerra.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 41"
+represents: "us/states/tx/districts/house/41"
 tenure:
   start: "2012-09-25"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 41 (TX State House of Representatives District 41).
 
+Represents [TX State House of Representatives District 41](/us/states/tx/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/borris-miles.md b/data/jurisdictions/us/states/tx/people/borris-miles.md
index 98c1473e8b..71b1491393 100644
--- a/data/jurisdictions/us/states/tx/people/borris-miles.md
+++ b/data/jurisdictions/us/states/tx/people/borris-miles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 13"
+represents: "us/states/tx/districts/senate/13"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 13 (TX State Senate District 13).
 
+Represents [TX State Senate District 13](/us/states/tx/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/brad-buckley.md b/data/jurisdictions/us/states/tx/people/brad-buckley.md
index 44bb305b68..fc155b5fd4 100644
--- a/data/jurisdictions/us/states/tx/people/brad-buckley.md
+++ b/data/jurisdictions/us/states/tx/people/brad-buckley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 54"
+represents: "us/states/tx/districts/house/54"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 54 (TX State House of Representatives District 54).
 
+Represents [TX State House of Representatives District 54](/us/states/tx/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/brent-hagenbuch.md b/data/jurisdictions/us/states/tx/people/brent-hagenbuch.md
index 8f07b436e4..03a6bf48cc 100644
--- a/data/jurisdictions/us/states/tx/people/brent-hagenbuch.md
+++ b/data/jurisdictions/us/states/tx/people/brent-hagenbuch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 30"
+represents: "us/states/tx/districts/senate/30"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 30 (TX State Senate District 30).
 
+Represents [TX State Senate District 30](/us/states/tx/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/brent-money.md b/data/jurisdictions/us/states/tx/people/brent-money.md
index e9e6a3a3fa..062bec6aa3 100644
--- a/data/jurisdictions/us/states/tx/people/brent-money.md
+++ b/data/jurisdictions/us/states/tx/people/brent-money.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 2"
+represents: "us/states/tx/districts/house/2"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 2 (TX State House of Representatives District 2).
 
+Represents [TX State House of Representatives District 2](/us/states/tx/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/brett-ligon.md b/data/jurisdictions/us/states/tx/people/brett-ligon.md
index 93285dcf2b..e982a3406c 100644
--- a/data/jurisdictions/us/states/tx/people/brett-ligon.md
+++ b/data/jurisdictions/us/states/tx/people/brett-ligon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 4"
+represents: "us/states/tx/districts/senate/4"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 4 (TX State Senate District 4).
 
+Represents [TX State Senate District 4](/us/states/tx/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/brian-birdwell.md b/data/jurisdictions/us/states/tx/people/brian-birdwell.md
index 9fe8b90d93..02d6c9e053 100644
--- a/data/jurisdictions/us/states/tx/people/brian-birdwell.md
+++ b/data/jurisdictions/us/states/tx/people/brian-birdwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 22"
+represents: "us/states/tx/districts/senate/22"
 tenure:
   start: "2010-07-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 22 (TX State Senate District 22).
 
+Represents [TX State Senate District 22](/us/states/tx/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/brian-harrison.md b/data/jurisdictions/us/states/tx/people/brian-harrison.md
index d0e904fc24..9cdfd31c03 100644
--- a/data/jurisdictions/us/states/tx/people/brian-harrison.md
+++ b/data/jurisdictions/us/states/tx/people/brian-harrison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 10"
+represents: "us/states/tx/districts/house/10"
 tenure:
   start: "2021-10-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 10 (TX State House of Representatives District 10).
 
+Represents [TX State House of Representatives District 10](/us/states/tx/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/briscoe-cain.md b/data/jurisdictions/us/states/tx/people/briscoe-cain.md
index dc5e5e3fe1..8588f5e906 100644
--- a/data/jurisdictions/us/states/tx/people/briscoe-cain.md
+++ b/data/jurisdictions/us/states/tx/people/briscoe-cain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 128"
+represents: "us/states/tx/districts/house/128"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 128 (TX State House of Representatives District 128).
 
+Represents [TX State House of Representatives District 128](/us/states/tx/districts/house/128.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/brooks-landgraf.md b/data/jurisdictions/us/states/tx/people/brooks-landgraf.md
index 66c5df4224..18eb01a270 100644
--- a/data/jurisdictions/us/states/tx/people/brooks-landgraf.md
+++ b/data/jurisdictions/us/states/tx/people/brooks-landgraf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 81"
+represents: "us/states/tx/districts/house/81"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 81 (TX State House of Representatives District 81).
 
+Represents [TX State House of Representatives District 81](/us/states/tx/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/bryan-hughes.md b/data/jurisdictions/us/states/tx/people/bryan-hughes.md
index 964db238aa..35d430dec2 100644
--- a/data/jurisdictions/us/states/tx/people/bryan-hughes.md
+++ b/data/jurisdictions/us/states/tx/people/bryan-hughes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 1"
+represents: "us/states/tx/districts/senate/1"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 1 (TX State Senate District 1).
 
+Represents [TX State Senate District 1](/us/states/tx/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/candy-noble.md b/data/jurisdictions/us/states/tx/people/candy-noble.md
index 3e9b65f818..c08a5a4f79 100644
--- a/data/jurisdictions/us/states/tx/people/candy-noble.md
+++ b/data/jurisdictions/us/states/tx/people/candy-noble.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 89"
+represents: "us/states/tx/districts/house/89"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 89 (TX State House of Representatives District 89).
 
+Represents [TX State House of Representatives District 89](/us/states/tx/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/carl-tepper.md b/data/jurisdictions/us/states/tx/people/carl-tepper.md
index b9c56c2bb9..d978bd13cf 100644
--- a/data/jurisdictions/us/states/tx/people/carl-tepper.md
+++ b/data/jurisdictions/us/states/tx/people/carl-tepper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 84"
+represents: "us/states/tx/districts/house/84"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 84 (TX State House of Representatives District 84).
 
+Represents [TX State House of Representatives District 84](/us/states/tx/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/carol-alvarado.md b/data/jurisdictions/us/states/tx/people/carol-alvarado.md
index 69bbfa0dc9..6872f6acda 100644
--- a/data/jurisdictions/us/states/tx/people/carol-alvarado.md
+++ b/data/jurisdictions/us/states/tx/people/carol-alvarado.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 6"
+represents: "us/states/tx/districts/senate/6"
 tenure:
   start: "2018-12-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 6 (TX State Senate District 6).
 
+Represents [TX State Senate District 6](/us/states/tx/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/caroline-fairly.md b/data/jurisdictions/us/states/tx/people/caroline-fairly.md
index e65f1e0a0e..6bc41fdfa5 100644
--- a/data/jurisdictions/us/states/tx/people/caroline-fairly.md
+++ b/data/jurisdictions/us/states/tx/people/caroline-fairly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 87"
+represents: "us/states/tx/districts/house/87"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 87 (TX State House of Representatives District 87).
 
+Represents [TX State House of Representatives District 87](/us/states/tx/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/caroline-harris-davila.md b/data/jurisdictions/us/states/tx/people/caroline-harris-davila.md
index 960f413fbc..3b270c1907 100644
--- a/data/jurisdictions/us/states/tx/people/caroline-harris-davila.md
+++ b/data/jurisdictions/us/states/tx/people/caroline-harris-davila.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 52"
+represents: "us/states/tx/districts/house/52"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 52 (TX State House of Representatives District 52).
 
+Represents [TX State House of Representatives District 52](/us/states/tx/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/carrie-isaac.md b/data/jurisdictions/us/states/tx/people/carrie-isaac.md
index d22b2f6583..cb29843f1b 100644
--- a/data/jurisdictions/us/states/tx/people/carrie-isaac.md
+++ b/data/jurisdictions/us/states/tx/people/carrie-isaac.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 73"
+represents: "us/states/tx/districts/house/73"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 73 (TX State House of Representatives District 73).
 
+Represents [TX State House of Representatives District 73](/us/states/tx/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/cas-garcia-hernandez.md b/data/jurisdictions/us/states/tx/people/cas-garcia-hernandez.md
index f697119931..f2566bc025 100644
--- a/data/jurisdictions/us/states/tx/people/cas-garcia-hernandez.md
+++ b/data/jurisdictions/us/states/tx/people/cas-garcia-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 115"
+represents: "us/states/tx/districts/house/115"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 115 (TX State House of Representatives District 115).
 
+Represents [TX State House of Representatives District 115](/us/states/tx/districts/house/115.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/cecil-bell.md b/data/jurisdictions/us/states/tx/people/cecil-bell.md
index d27051fb5e..4801879425 100644
--- a/data/jurisdictions/us/states/tx/people/cecil-bell.md
+++ b/data/jurisdictions/us/states/tx/people/cecil-bell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 3"
+represents: "us/states/tx/districts/house/3"
 tenure:
   start: "2013-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 3 (TX State House of Representatives District 3).
 
+Represents [TX State House of Representatives District 3](/us/states/tx/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/cesar-blanco.md b/data/jurisdictions/us/states/tx/people/cesar-blanco.md
index 4d40300b62..bbcb7f1c9c 100644
--- a/data/jurisdictions/us/states/tx/people/cesar-blanco.md
+++ b/data/jurisdictions/us/states/tx/people/cesar-blanco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 29"
+represents: "us/states/tx/districts/senate/29"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 29 (TX State Senate District 29).
 
+Represents [TX State Senate District 29](/us/states/tx/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/charlene-ward-johnson.md b/data/jurisdictions/us/states/tx/people/charlene-ward-johnson.md
index c02a7755f4..434c967e2d 100644
--- a/data/jurisdictions/us/states/tx/people/charlene-ward-johnson.md
+++ b/data/jurisdictions/us/states/tx/people/charlene-ward-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 139"
+represents: "us/states/tx/districts/house/139"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 139 (TX State House of Representatives District 139).
 
+Represents [TX State House of Representatives District 139](/us/states/tx/districts/house/139.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/charles-cunningham.md b/data/jurisdictions/us/states/tx/people/charles-cunningham.md
index 81fab92dc8..8fd1c3ee8c 100644
--- a/data/jurisdictions/us/states/tx/people/charles-cunningham.md
+++ b/data/jurisdictions/us/states/tx/people/charles-cunningham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 127"
+represents: "us/states/tx/districts/house/127"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 127 (TX State House of Representatives District 127).
 
+Represents [TX State House of Representatives District 127](/us/states/tx/districts/house/127.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/charles-perry.md b/data/jurisdictions/us/states/tx/people/charles-perry.md
index a7fb6284c6..2c8154f45e 100644
--- a/data/jurisdictions/us/states/tx/people/charles-perry.md
+++ b/data/jurisdictions/us/states/tx/people/charles-perry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 28"
+represents: "us/states/tx/districts/senate/28"
 tenure:
   start: "2014-09-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 28 (TX State Senate District 28).
 
+Represents [TX State Senate District 28](/us/states/tx/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/charles-schwertner.md b/data/jurisdictions/us/states/tx/people/charles-schwertner.md
index 0867f9aac2..f27b274169 100644
--- a/data/jurisdictions/us/states/tx/people/charles-schwertner.md
+++ b/data/jurisdictions/us/states/tx/people/charles-schwertner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 5"
+represents: "us/states/tx/districts/senate/5"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 5 (TX State Senate District 5).
 
+Represents [TX State Senate District 5](/us/states/tx/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/charlie-geren.md b/data/jurisdictions/us/states/tx/people/charlie-geren.md
index e03dd02979..6aacb63213 100644
--- a/data/jurisdictions/us/states/tx/people/charlie-geren.md
+++ b/data/jurisdictions/us/states/tx/people/charlie-geren.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 99"
+represents: "us/states/tx/districts/house/99"
 tenure:
   start: "2003-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 99 (TX State House of Representatives District 99).
 
+Represents [TX State House of Representatives District 99](/us/states/tx/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/chris-turner.md b/data/jurisdictions/us/states/tx/people/chris-turner.md
index 6a6f10c213..c3e78e7b59 100644
--- a/data/jurisdictions/us/states/tx/people/chris-turner.md
+++ b/data/jurisdictions/us/states/tx/people/chris-turner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 101"
+represents: "us/states/tx/districts/house/101"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 101 (TX State House of Representatives District 101).
 
+Represents [TX State House of Representatives District 101](/us/states/tx/districts/house/101.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/christian-manuel.md b/data/jurisdictions/us/states/tx/people/christian-manuel.md
index 35252a1043..2eab62b7b4 100644
--- a/data/jurisdictions/us/states/tx/people/christian-manuel.md
+++ b/data/jurisdictions/us/states/tx/people/christian-manuel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 22"
+represents: "us/states/tx/districts/house/22"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 22 (TX State House of Representatives District 22).
 
+Represents [TX State House of Representatives District 22](/us/states/tx/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/christina-morales.md b/data/jurisdictions/us/states/tx/people/christina-morales.md
index df79e85161..dbc216379d 100644
--- a/data/jurisdictions/us/states/tx/people/christina-morales.md
+++ b/data/jurisdictions/us/states/tx/people/christina-morales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 145"
+represents: "us/states/tx/districts/house/145"
 tenure:
   start: "2019-03-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 145 (TX State House of Representatives District 145).
 
+Represents [TX State House of Representatives District 145](/us/states/tx/districts/house/145.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/chuy-hinojosa.md b/data/jurisdictions/us/states/tx/people/chuy-hinojosa.md
index 6c9302e1fb..5eab222314 100644
--- a/data/jurisdictions/us/states/tx/people/chuy-hinojosa.md
+++ b/data/jurisdictions/us/states/tx/people/chuy-hinojosa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 20"
+represents: "us/states/tx/districts/senate/20"
 tenure:
   start: "2003-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 20 (TX State Senate District 20).
 
+Represents [TX State Senate District 20](/us/states/tx/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/claudia-ordaz.md b/data/jurisdictions/us/states/tx/people/claudia-ordaz.md
index ef9307613c..e786ef7983 100644
--- a/data/jurisdictions/us/states/tx/people/claudia-ordaz.md
+++ b/data/jurisdictions/us/states/tx/people/claudia-ordaz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 79"
+represents: "us/states/tx/districts/house/79"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 79 (TX State House of Representatives District 79).
 
+Represents [TX State House of Representatives District 79](/us/states/tx/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/cody-harris.md b/data/jurisdictions/us/states/tx/people/cody-harris.md
index 9706b4cfaa..f4b5046cb2 100644
--- a/data/jurisdictions/us/states/tx/people/cody-harris.md
+++ b/data/jurisdictions/us/states/tx/people/cody-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 8"
+represents: "us/states/tx/districts/house/8"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 8 (TX State House of Representatives District 8).
 
+Represents [TX State House of Representatives District 8](/us/states/tx/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/cody-vasut.md b/data/jurisdictions/us/states/tx/people/cody-vasut.md
index dfe37b042e..73fd4a8a49 100644
--- a/data/jurisdictions/us/states/tx/people/cody-vasut.md
+++ b/data/jurisdictions/us/states/tx/people/cody-vasut.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 25"
+represents: "us/states/tx/districts/house/25"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 25 (TX State House of Representatives District 25).
 
+Represents [TX State House of Representatives District 25](/us/states/tx/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/cole-hefner.md b/data/jurisdictions/us/states/tx/people/cole-hefner.md
index 6762380ddc..a2a6dffe56 100644
--- a/data/jurisdictions/us/states/tx/people/cole-hefner.md
+++ b/data/jurisdictions/us/states/tx/people/cole-hefner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 5"
+represents: "us/states/tx/districts/house/5"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 5 (TX State House of Representatives District 5).
 
+Represents [TX State House of Representatives District 5](/us/states/tx/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/dade-phelan.md b/data/jurisdictions/us/states/tx/people/dade-phelan.md
index 7e5c40e500..dfa39e8976 100644
--- a/data/jurisdictions/us/states/tx/people/dade-phelan.md
+++ b/data/jurisdictions/us/states/tx/people/dade-phelan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 21"
+represents: "us/states/tx/districts/house/21"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 21 (TX State House of Representatives District 21).
 
+Represents [TX State House of Representatives District 21](/us/states/tx/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/daniel-alders.md b/data/jurisdictions/us/states/tx/people/daniel-alders.md
index 73ca725692..3300b82076 100644
--- a/data/jurisdictions/us/states/tx/people/daniel-alders.md
+++ b/data/jurisdictions/us/states/tx/people/daniel-alders.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 6"
+represents: "us/states/tx/districts/house/6"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 6 (TX State House of Representatives District 6).
 
+Represents [TX State House of Representatives District 6](/us/states/tx/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/david-cook.md b/data/jurisdictions/us/states/tx/people/david-cook.md
index 3fb8b5f016..205d12dd82 100644
--- a/data/jurisdictions/us/states/tx/people/david-cook.md
+++ b/data/jurisdictions/us/states/tx/people/david-cook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 96"
+represents: "us/states/tx/districts/house/96"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 96 (TX State House of Representatives District 96).
 
+Represents [TX State House of Representatives District 96](/us/states/tx/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/david-lowe.md b/data/jurisdictions/us/states/tx/people/david-lowe.md
index dddb0989e5..1b44854665 100644
--- a/data/jurisdictions/us/states/tx/people/david-lowe.md
+++ b/data/jurisdictions/us/states/tx/people/david-lowe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 91"
+represents: "us/states/tx/districts/house/91"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 91 (TX State House of Representatives District 91).
 
+Represents [TX State House of Representatives District 91](/us/states/tx/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/david-spiller.md b/data/jurisdictions/us/states/tx/people/david-spiller.md
index 90a0671885..aa6bdf771d 100644
--- a/data/jurisdictions/us/states/tx/people/david-spiller.md
+++ b/data/jurisdictions/us/states/tx/people/david-spiller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 68"
+represents: "us/states/tx/districts/house/68"
 tenure:
   start: "2021-03-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 68 (TX State House of Representatives District 68).
 
+Represents [TX State House of Representatives District 68](/us/states/tx/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/denise-villalobos.md b/data/jurisdictions/us/states/tx/people/denise-villalobos.md
index c679ba2cdd..48f90a2604 100644
--- a/data/jurisdictions/us/states/tx/people/denise-villalobos.md
+++ b/data/jurisdictions/us/states/tx/people/denise-villalobos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 34"
+represents: "us/states/tx/districts/house/34"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 34 (TX State House of Representatives District 34).
 
+Represents [TX State House of Representatives District 34](/us/states/tx/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/dennis-paul.md b/data/jurisdictions/us/states/tx/people/dennis-paul.md
index c9af246769..cc90281743 100644
--- a/data/jurisdictions/us/states/tx/people/dennis-paul.md
+++ b/data/jurisdictions/us/states/tx/people/dennis-paul.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 129"
+represents: "us/states/tx/districts/house/129"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 129 (TX State House of Representatives District 129).
 
+Represents [TX State House of Representatives District 129](/us/states/tx/districts/house/129.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/diego-bernal.md b/data/jurisdictions/us/states/tx/people/diego-bernal.md
index 0fda0c726f..8ad9ed56ff 100644
--- a/data/jurisdictions/us/states/tx/people/diego-bernal.md
+++ b/data/jurisdictions/us/states/tx/people/diego-bernal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 123"
+represents: "us/states/tx/districts/house/123"
 tenure:
   start: "2015-03-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 123 (TX State House of Representatives District 123).
 
+Represents [TX State House of Representatives District 123](/us/states/tx/districts/house/123.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/don-mclaughlin.md b/data/jurisdictions/us/states/tx/people/don-mclaughlin.md
index b6a57b6c19..bc5cefb415 100644
--- a/data/jurisdictions/us/states/tx/people/don-mclaughlin.md
+++ b/data/jurisdictions/us/states/tx/people/don-mclaughlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 80"
+represents: "us/states/tx/districts/house/80"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 80 (TX State House of Representatives District 80).
 
+Represents [TX State House of Representatives District 80](/us/states/tx/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/donna-campbell.md b/data/jurisdictions/us/states/tx/people/donna-campbell.md
index 75ae54a6d0..b745b2cd66 100644
--- a/data/jurisdictions/us/states/tx/people/donna-campbell.md
+++ b/data/jurisdictions/us/states/tx/people/donna-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 25"
+represents: "us/states/tx/districts/senate/25"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 25 (TX State Senate District 25).
 
+Represents [TX State Senate District 25](/us/states/tx/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/donna-howard.md b/data/jurisdictions/us/states/tx/people/donna-howard.md
index 8dcae6c759..f30a8cdca3 100644
--- a/data/jurisdictions/us/states/tx/people/donna-howard.md
+++ b/data/jurisdictions/us/states/tx/people/donna-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 48"
+represents: "us/states/tx/districts/house/48"
 tenure:
   start: "2006-03-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 48 (TX State House of Representatives District 48).
 
+Represents [TX State House of Representatives District 48](/us/states/tx/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/drew-darby.md b/data/jurisdictions/us/states/tx/people/drew-darby.md
index 457e8fecef..dd217b60a2 100644
--- a/data/jurisdictions/us/states/tx/people/drew-darby.md
+++ b/data/jurisdictions/us/states/tx/people/drew-darby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 72"
+represents: "us/states/tx/districts/house/72"
 tenure:
   start: "2007-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 72 (TX State House of Representatives District 72).
 
+Represents [TX State House of Representatives District 72](/us/states/tx/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/dustin-burrows.md b/data/jurisdictions/us/states/tx/people/dustin-burrows.md
index 8b18f8832a..504299cabf 100644
--- a/data/jurisdictions/us/states/tx/people/dustin-burrows.md
+++ b/data/jurisdictions/us/states/tx/people/dustin-burrows.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 83"
+represents: "us/states/tx/districts/house/83"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 83 (TX State House of Representatives District 83).
 
+Represents [TX State House of Representatives District 83](/us/states/tx/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/eddie-morales.md b/data/jurisdictions/us/states/tx/people/eddie-morales.md
index 314c50d004..4d6c918bb3 100644
--- a/data/jurisdictions/us/states/tx/people/eddie-morales.md
+++ b/data/jurisdictions/us/states/tx/people/eddie-morales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 74"
+represents: "us/states/tx/districts/house/74"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 74 (TX State House of Representatives District 74).
 
+Represents [TX State House of Representatives District 74](/us/states/tx/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/ellen-troxclair.md b/data/jurisdictions/us/states/tx/people/ellen-troxclair.md
index 463a9d08dd..d58bbeca8c 100644
--- a/data/jurisdictions/us/states/tx/people/ellen-troxclair.md
+++ b/data/jurisdictions/us/states/tx/people/ellen-troxclair.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 19"
+represents: "us/states/tx/districts/house/19"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 19 (TX State House of Representatives District 19).
 
+Represents [TX State House of Representatives District 19](/us/states/tx/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/erin-gamez.md b/data/jurisdictions/us/states/tx/people/erin-gamez.md
index 43291a92b5..1d4ffd7bd1 100644
--- a/data/jurisdictions/us/states/tx/people/erin-gamez.md
+++ b/data/jurisdictions/us/states/tx/people/erin-gamez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 38"
+represents: "us/states/tx/districts/house/38"
 tenure:
   start: "2022-03-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 38 (TX State House of Representatives District 38).
 
+Represents [TX State House of Representatives District 38](/us/states/tx/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/erin-zwiener.md b/data/jurisdictions/us/states/tx/people/erin-zwiener.md
index 9af7563dfd..92c85abfde 100644
--- a/data/jurisdictions/us/states/tx/people/erin-zwiener.md
+++ b/data/jurisdictions/us/states/tx/people/erin-zwiener.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 45"
+represents: "us/states/tx/districts/house/45"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 45 (TX State House of Representatives District 45).
 
+Represents [TX State House of Representatives District 45](/us/states/tx/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/gary-gates.md b/data/jurisdictions/us/states/tx/people/gary-gates.md
index 64504b75be..f231107951 100644
--- a/data/jurisdictions/us/states/tx/people/gary-gates.md
+++ b/data/jurisdictions/us/states/tx/people/gary-gates.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 28"
+represents: "us/states/tx/districts/house/28"
 tenure:
   start: "2020-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 28 (TX State House of Representatives District 28).
 
+Represents [TX State House of Representatives District 28](/us/states/tx/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/gary-vandeaver.md b/data/jurisdictions/us/states/tx/people/gary-vandeaver.md
index 5f16e6a195..12aa09a78f 100644
--- a/data/jurisdictions/us/states/tx/people/gary-vandeaver.md
+++ b/data/jurisdictions/us/states/tx/people/gary-vandeaver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 1"
+represents: "us/states/tx/districts/house/1"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 1 (TX State House of Representatives District 1).
 
+Represents [TX State House of Representatives District 1](/us/states/tx/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/gene-wu.md b/data/jurisdictions/us/states/tx/people/gene-wu.md
index 90500d9444..f8111989fa 100644
--- a/data/jurisdictions/us/states/tx/people/gene-wu.md
+++ b/data/jurisdictions/us/states/tx/people/gene-wu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 137"
+represents: "us/states/tx/districts/house/137"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 137 (TX State House of Representatives District 137).
 
+Represents [TX State House of Representatives District 137](/us/states/tx/districts/house/137.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/gina-hinojosa.md b/data/jurisdictions/us/states/tx/people/gina-hinojosa.md
index e2029cfac6..94915e1674 100644
--- a/data/jurisdictions/us/states/tx/people/gina-hinojosa.md
+++ b/data/jurisdictions/us/states/tx/people/gina-hinojosa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 49"
+represents: "us/states/tx/districts/house/49"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 49 (TX State House of Representatives District 49).
 
+Represents [TX State House of Representatives District 49](/us/states/tx/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/giovanni-capriglione.md b/data/jurisdictions/us/states/tx/people/giovanni-capriglione.md
index 2cb42fa4ac..550f6e9924 100644
--- a/data/jurisdictions/us/states/tx/people/giovanni-capriglione.md
+++ b/data/jurisdictions/us/states/tx/people/giovanni-capriglione.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 98"
+represents: "us/states/tx/districts/house/98"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 98 (TX State House of Representatives District 98).
 
+Represents [TX State House of Representatives District 98](/us/states/tx/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/greg-bonnen.md b/data/jurisdictions/us/states/tx/people/greg-bonnen.md
index 6d11842454..3a85e622ca 100644
--- a/data/jurisdictions/us/states/tx/people/greg-bonnen.md
+++ b/data/jurisdictions/us/states/tx/people/greg-bonnen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 24"
+represents: "us/states/tx/districts/house/24"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 24 (TX State House of Representatives District 24).
 
+Represents [TX State House of Representatives District 24](/us/states/tx/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/harold-dutton.md b/data/jurisdictions/us/states/tx/people/harold-dutton.md
index a71226653a..cf167cdf2f 100644
--- a/data/jurisdictions/us/states/tx/people/harold-dutton.md
+++ b/data/jurisdictions/us/states/tx/people/harold-dutton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 142"
+represents: "us/states/tx/districts/house/142"
 tenure:
   start: "1985-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 142 (TX State House of Representatives District 142).
 
+Represents [TX State House of Representatives District 142](/us/states/tx/districts/house/142.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/helen-kerwin.md b/data/jurisdictions/us/states/tx/people/helen-kerwin.md
index 7724805499..ab027a44f9 100644
--- a/data/jurisdictions/us/states/tx/people/helen-kerwin.md
+++ b/data/jurisdictions/us/states/tx/people/helen-kerwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 58"
+represents: "us/states/tx/districts/house/58"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 58 (TX State House of Representatives District 58).
 
+Represents [TX State House of Representatives District 58](/us/states/tx/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/hillary-hickland.md b/data/jurisdictions/us/states/tx/people/hillary-hickland.md
index 3700fbbd03..4d1e66d2fd 100644
--- a/data/jurisdictions/us/states/tx/people/hillary-hickland.md
+++ b/data/jurisdictions/us/states/tx/people/hillary-hickland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 55"
+represents: "us/states/tx/districts/house/55"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 55 (TX State House of Representatives District 55).
 
+Represents [TX State House of Representatives District 55](/us/states/tx/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/hubert-vo.md b/data/jurisdictions/us/states/tx/people/hubert-vo.md
index b4cc10900e..3891f2ae05 100644
--- a/data/jurisdictions/us/states/tx/people/hubert-vo.md
+++ b/data/jurisdictions/us/states/tx/people/hubert-vo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 149"
+represents: "us/states/tx/districts/house/149"
 tenure:
   start: "2005-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 149 (TX State House of Representatives District 149).
 
+Represents [TX State House of Representatives District 149](/us/states/tx/districts/house/149.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/j-m-lozano.md b/data/jurisdictions/us/states/tx/people/j-m-lozano.md
index 2d8ff7cfab..533653f10e 100644
--- a/data/jurisdictions/us/states/tx/people/j-m-lozano.md
+++ b/data/jurisdictions/us/states/tx/people/j-m-lozano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 43"
+represents: "us/states/tx/districts/house/43"
 tenure:
   start: "2012-03-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 43 (TX State House of Representatives District 43).
 
+Represents [TX State House of Representatives District 43](/us/states/tx/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/james-frank.md b/data/jurisdictions/us/states/tx/people/james-frank.md
index 4460f706d9..4b937c185f 100644
--- a/data/jurisdictions/us/states/tx/people/james-frank.md
+++ b/data/jurisdictions/us/states/tx/people/james-frank.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 69"
+represents: "us/states/tx/districts/house/69"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 69 (TX State House of Representatives District 69).
 
+Represents [TX State House of Representatives District 69](/us/states/tx/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/james-talarico.md b/data/jurisdictions/us/states/tx/people/james-talarico.md
index f694d030d7..2edd9d1e19 100644
--- a/data/jurisdictions/us/states/tx/people/james-talarico.md
+++ b/data/jurisdictions/us/states/tx/people/james-talarico.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 50"
+represents: "us/states/tx/districts/house/50"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 50 (TX State House of Representatives District 50).
 
+Represents [TX State House of Representatives District 50](/us/states/tx/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/janie-lopez.md b/data/jurisdictions/us/states/tx/people/janie-lopez.md
index 00ff6d16c8..33f14fb262 100644
--- a/data/jurisdictions/us/states/tx/people/janie-lopez.md
+++ b/data/jurisdictions/us/states/tx/people/janie-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 37"
+represents: "us/states/tx/districts/house/37"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 37 (TX State House of Representatives District 37).
 
+Represents [TX State House of Representatives District 37](/us/states/tx/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/janis-holt.md b/data/jurisdictions/us/states/tx/people/janis-holt.md
index 58ea355fca..5890540097 100644
--- a/data/jurisdictions/us/states/tx/people/janis-holt.md
+++ b/data/jurisdictions/us/states/tx/people/janis-holt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 18"
+represents: "us/states/tx/districts/house/18"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 18 (TX State House of Representatives District 18).
 
+Represents [TX State House of Representatives District 18](/us/states/tx/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/jared-patterson.md b/data/jurisdictions/us/states/tx/people/jared-patterson.md
index a3e3d9cb01..18d8fcbcb4 100644
--- a/data/jurisdictions/us/states/tx/people/jared-patterson.md
+++ b/data/jurisdictions/us/states/tx/people/jared-patterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 106"
+represents: "us/states/tx/districts/house/106"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 106 (TX State House of Representatives District 106).
 
+Represents [TX State House of Representatives District 106](/us/states/tx/districts/house/106.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/jay-dean.md b/data/jurisdictions/us/states/tx/people/jay-dean.md
index e6568f36ea..b96224de5f 100644
--- a/data/jurisdictions/us/states/tx/people/jay-dean.md
+++ b/data/jurisdictions/us/states/tx/people/jay-dean.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 7"
+represents: "us/states/tx/districts/house/7"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 7 (TX State House of Representatives District 7).
 
+Represents [TX State House of Representatives District 7](/us/states/tx/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/jeff-barry.md b/data/jurisdictions/us/states/tx/people/jeff-barry.md
index 7ee4a7e012..13938490a8 100644
--- a/data/jurisdictions/us/states/tx/people/jeff-barry.md
+++ b/data/jurisdictions/us/states/tx/people/jeff-barry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 29"
+represents: "us/states/tx/districts/house/29"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 29 (TX State House of Representatives District 29).
 
+Represents [TX State House of Representatives District 29](/us/states/tx/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/jeff-leach.md b/data/jurisdictions/us/states/tx/people/jeff-leach.md
index 8cb545f00c..237d6117f4 100644
--- a/data/jurisdictions/us/states/tx/people/jeff-leach.md
+++ b/data/jurisdictions/us/states/tx/people/jeff-leach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 67"
+represents: "us/states/tx/districts/house/67"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 67 (TX State House of Representatives District 67).
 
+Represents [TX State House of Representatives District 67](/us/states/tx/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/jessica-gonzalez.md b/data/jurisdictions/us/states/tx/people/jessica-gonzalez.md
index da1d7ca92c..b29f248342 100644
--- a/data/jurisdictions/us/states/tx/people/jessica-gonzalez.md
+++ b/data/jurisdictions/us/states/tx/people/jessica-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 104"
+represents: "us/states/tx/districts/house/104"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 104 (TX State House of Representatives District 104).
 
+Represents [TX State House of Representatives District 104](/us/states/tx/districts/house/104.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/jo-jones.md b/data/jurisdictions/us/states/tx/people/jo-jones.md
index 1abf0dad64..0606703a19 100644
--- a/data/jurisdictions/us/states/tx/people/jo-jones.md
+++ b/data/jurisdictions/us/states/tx/people/jo-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 147"
+represents: "us/states/tx/districts/house/147"
 tenure:
   start: "2022-05-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 147 (TX State House of Representatives District 147).
 
+Represents [TX State House of Representatives District 147](/us/states/tx/districts/house/147.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/joan-huffman.md b/data/jurisdictions/us/states/tx/people/joan-huffman.md
index bb4780b156..44b6aa777f 100644
--- a/data/jurisdictions/us/states/tx/people/joan-huffman.md
+++ b/data/jurisdictions/us/states/tx/people/joan-huffman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 17"
+represents: "us/states/tx/districts/senate/17"
 tenure:
   start: "2008-12-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 17 (TX State Senate District 17).
 
+Represents [TX State Senate District 17](/us/states/tx/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/joanne-shofner.md b/data/jurisdictions/us/states/tx/people/joanne-shofner.md
index b2610fbd85..24b80b0d27 100644
--- a/data/jurisdictions/us/states/tx/people/joanne-shofner.md
+++ b/data/jurisdictions/us/states/tx/people/joanne-shofner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 11"
+represents: "us/states/tx/districts/house/11"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 11 (TX State House of Representatives District 11).
 
+Represents [TX State House of Representatives District 11](/us/states/tx/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/joe-moody.md b/data/jurisdictions/us/states/tx/people/joe-moody.md
index 69686d19e7..ab0e5984c5 100644
--- a/data/jurisdictions/us/states/tx/people/joe-moody.md
+++ b/data/jurisdictions/us/states/tx/people/joe-moody.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 78"
+represents: "us/states/tx/districts/house/78"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 78 (TX State House of Representatives District 78).
 
+Represents [TX State House of Representatives District 78](/us/states/tx/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/john-bryant.md b/data/jurisdictions/us/states/tx/people/john-bryant.md
index 5fc3e027ab..b532c7135b 100644
--- a/data/jurisdictions/us/states/tx/people/john-bryant.md
+++ b/data/jurisdictions/us/states/tx/people/john-bryant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 114"
+represents: "us/states/tx/districts/house/114"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 114 (TX State House of Representatives District 114).
 
+Represents [TX State House of Representatives District 114](/us/states/tx/districts/house/114.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/john-bucy.md b/data/jurisdictions/us/states/tx/people/john-bucy.md
index 0c2a05d589..2e39f5ca37 100644
--- a/data/jurisdictions/us/states/tx/people/john-bucy.md
+++ b/data/jurisdictions/us/states/tx/people/john-bucy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 136"
+represents: "us/states/tx/districts/house/136"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 136 (TX State House of Representatives District 136).
 
+Represents [TX State House of Representatives District 136](/us/states/tx/districts/house/136.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/john-lujan.md b/data/jurisdictions/us/states/tx/people/john-lujan.md
index 1f898402ab..d1467b2214 100644
--- a/data/jurisdictions/us/states/tx/people/john-lujan.md
+++ b/data/jurisdictions/us/states/tx/people/john-lujan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 118"
+represents: "us/states/tx/districts/house/118"
 tenure:
   start: "2021-11-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 118 (TX State House of Representatives District 118).
 
+Represents [TX State House of Representatives District 118](/us/states/tx/districts/house/118.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/john-mcqueeney.md b/data/jurisdictions/us/states/tx/people/john-mcqueeney.md
index 3026eb7ecc..22957cde06 100644
--- a/data/jurisdictions/us/states/tx/people/john-mcqueeney.md
+++ b/data/jurisdictions/us/states/tx/people/john-mcqueeney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 97"
+represents: "us/states/tx/districts/house/97"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 97 (TX State House of Representatives District 97).
 
+Represents [TX State House of Representatives District 97](/us/states/tx/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/john-smithee.md b/data/jurisdictions/us/states/tx/people/john-smithee.md
index 48f0b43728..24b4012e04 100644
--- a/data/jurisdictions/us/states/tx/people/john-smithee.md
+++ b/data/jurisdictions/us/states/tx/people/john-smithee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 86"
+represents: "us/states/tx/districts/house/86"
 tenure:
   start: "1985-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 86 (TX State House of Representatives District 86).
 
+Represents [TX State House of Representatives District 86](/us/states/tx/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/jon-rosenthal.md b/data/jurisdictions/us/states/tx/people/jon-rosenthal.md
index 0abbb6ed9d..7774049c4b 100644
--- a/data/jurisdictions/us/states/tx/people/jon-rosenthal.md
+++ b/data/jurisdictions/us/states/tx/people/jon-rosenthal.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 135"
+represents: "us/states/tx/districts/house/135"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 135 (TX State House of Representatives District 135).
 
+Represents [TX State House of Representatives District 135](/us/states/tx/districts/house/135.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/jose-menendez.md b/data/jurisdictions/us/states/tx/people/jose-menendez.md
index 3535441b9e..46279d1be0 100644
--- a/data/jurisdictions/us/states/tx/people/jose-menendez.md
+++ b/data/jurisdictions/us/states/tx/people/jose-menendez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 26"
+represents: "us/states/tx/districts/senate/26"
 tenure:
   start: "2015-03-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 26 (TX State Senate District 26).
 
+Represents [TX State Senate District 26](/us/states/tx/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/josey-garcia.md b/data/jurisdictions/us/states/tx/people/josey-garcia.md
index 17edd123fd..c8c430ad24 100644
--- a/data/jurisdictions/us/states/tx/people/josey-garcia.md
+++ b/data/jurisdictions/us/states/tx/people/josey-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 124"
+represents: "us/states/tx/districts/house/124"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 124 (TX State House of Representatives District 124).
 
+Represents [TX State House of Representatives District 124](/us/states/tx/districts/house/124.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/judith-zaffirini.md b/data/jurisdictions/us/states/tx/people/judith-zaffirini.md
index 2c85e51ff8..47559dd473 100644
--- a/data/jurisdictions/us/states/tx/people/judith-zaffirini.md
+++ b/data/jurisdictions/us/states/tx/people/judith-zaffirini.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 21"
+represents: "us/states/tx/districts/senate/21"
 tenure:
   start: "1987-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 21 (TX State Senate District 21).
 
+Represents [TX State Senate District 21](/us/states/tx/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/katrina-pierson.md b/data/jurisdictions/us/states/tx/people/katrina-pierson.md
index a25703215a..b1b5ba0d0b 100644
--- a/data/jurisdictions/us/states/tx/people/katrina-pierson.md
+++ b/data/jurisdictions/us/states/tx/people/katrina-pierson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 33"
+represents: "us/states/tx/districts/house/33"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 33 (TX State House of Representatives District 33).
 
+Represents [TX State House of Representatives District 33](/us/states/tx/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/keith-bell.md b/data/jurisdictions/us/states/tx/people/keith-bell.md
index f8acc2164f..e096b4a0e8 100644
--- a/data/jurisdictions/us/states/tx/people/keith-bell.md
+++ b/data/jurisdictions/us/states/tx/people/keith-bell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 4"
+represents: "us/states/tx/districts/house/4"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 4 (TX State House of Representatives District 4).
 
+Represents [TX State House of Representatives District 4](/us/states/tx/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/ken-king.md b/data/jurisdictions/us/states/tx/people/ken-king.md
index b2aa00cb1c..88ca6de661 100644
--- a/data/jurisdictions/us/states/tx/people/ken-king.md
+++ b/data/jurisdictions/us/states/tx/people/ken-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 88"
+represents: "us/states/tx/districts/house/88"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 88 (TX State House of Representatives District 88).
 
+Represents [TX State House of Representatives District 88](/us/states/tx/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/keresa-richardson.md b/data/jurisdictions/us/states/tx/people/keresa-richardson.md
index 0181f06e8d..ad7fb0a972 100644
--- a/data/jurisdictions/us/states/tx/people/keresa-richardson.md
+++ b/data/jurisdictions/us/states/tx/people/keresa-richardson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 61"
+represents: "us/states/tx/districts/house/61"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 61 (TX State House of Representatives District 61).
 
+Represents [TX State House of Representatives District 61](/us/states/tx/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/kevin-sparks.md b/data/jurisdictions/us/states/tx/people/kevin-sparks.md
index bd78ee69f5..67880f8c2d 100644
--- a/data/jurisdictions/us/states/tx/people/kevin-sparks.md
+++ b/data/jurisdictions/us/states/tx/people/kevin-sparks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 31"
+represents: "us/states/tx/districts/senate/31"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 31 (TX State Senate District 31).
 
+Represents [TX State Senate District 31](/us/states/tx/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/lacey-hull.md b/data/jurisdictions/us/states/tx/people/lacey-hull.md
index 9f0eaeab30..664385fac2 100644
--- a/data/jurisdictions/us/states/tx/people/lacey-hull.md
+++ b/data/jurisdictions/us/states/tx/people/lacey-hull.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 138"
+represents: "us/states/tx/districts/house/138"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 138 (TX State House of Representatives District 138).
 
+Represents [TX State House of Representatives District 138](/us/states/tx/districts/house/138.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/lauren-simmons.md b/data/jurisdictions/us/states/tx/people/lauren-simmons.md
index 7f13c8b8c8..e06e87ddd0 100644
--- a/data/jurisdictions/us/states/tx/people/lauren-simmons.md
+++ b/data/jurisdictions/us/states/tx/people/lauren-simmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 146"
+represents: "us/states/tx/districts/house/146"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 146 (TX State House of Representatives District 146).
 
+Represents [TX State House of Representatives District 146](/us/states/tx/districts/house/146.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/linda-garcia.md b/data/jurisdictions/us/states/tx/people/linda-garcia.md
index 3468132d4d..6cfe4b0d48 100644
--- a/data/jurisdictions/us/states/tx/people/linda-garcia.md
+++ b/data/jurisdictions/us/states/tx/people/linda-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 107"
+represents: "us/states/tx/districts/house/107"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 107 (TX State House of Representatives District 107).
 
+Represents [TX State House of Representatives District 107](/us/states/tx/districts/house/107.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/liz-campos.md b/data/jurisdictions/us/states/tx/people/liz-campos.md
index ebd1df02f5..cd0b4df132 100644
--- a/data/jurisdictions/us/states/tx/people/liz-campos.md
+++ b/data/jurisdictions/us/states/tx/people/liz-campos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 119"
+represents: "us/states/tx/districts/house/119"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 119 (TX State House of Representatives District 119).
 
+Represents [TX State House of Representatives District 119](/us/states/tx/districts/house/119.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/lois-kolkhorst.md b/data/jurisdictions/us/states/tx/people/lois-kolkhorst.md
index 388ddd1af6..1de513c657 100644
--- a/data/jurisdictions/us/states/tx/people/lois-kolkhorst.md
+++ b/data/jurisdictions/us/states/tx/people/lois-kolkhorst.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 18"
+represents: "us/states/tx/districts/senate/18"
 tenure:
   start: "2014-12-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 18 (TX State Senate District 18).
 
+Represents [TX State Senate District 18](/us/states/tx/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/lulu-flores.md b/data/jurisdictions/us/states/tx/people/lulu-flores.md
index 4a471fd1a1..0a0a673fe0 100644
--- a/data/jurisdictions/us/states/tx/people/lulu-flores.md
+++ b/data/jurisdictions/us/states/tx/people/lulu-flores.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 51"
+represents: "us/states/tx/districts/house/51"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 51 (TX State House of Representatives District 51).
 
+Represents [TX State House of Representatives District 51](/us/states/tx/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/mando-martinez.md b/data/jurisdictions/us/states/tx/people/mando-martinez.md
index 83c24682c9..647512d028 100644
--- a/data/jurisdictions/us/states/tx/people/mando-martinez.md
+++ b/data/jurisdictions/us/states/tx/people/mando-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 39"
+represents: "us/states/tx/districts/house/39"
 tenure:
   start: "2005-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 39 (TX State House of Representatives District 39).
 
+Represents [TX State House of Representatives District 39](/us/states/tx/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/mano-deayala.md b/data/jurisdictions/us/states/tx/people/mano-deayala.md
index bb8e48bb95..b43de258de 100644
--- a/data/jurisdictions/us/states/tx/people/mano-deayala.md
+++ b/data/jurisdictions/us/states/tx/people/mano-deayala.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 133"
+represents: "us/states/tx/districts/house/133"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 133 (TX State House of Representatives District 133).
 
+Represents [TX State House of Representatives District 133](/us/states/tx/districts/house/133.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/marc-lahood.md b/data/jurisdictions/us/states/tx/people/marc-lahood.md
index 1a398c9cc8..5742e1a86d 100644
--- a/data/jurisdictions/us/states/tx/people/marc-lahood.md
+++ b/data/jurisdictions/us/states/tx/people/marc-lahood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 121"
+represents: "us/states/tx/districts/house/121"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 121 (TX State House of Representatives District 121).
 
+Represents [TX State House of Representatives District 121](/us/states/tx/districts/house/121.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/mark-dorazio.md b/data/jurisdictions/us/states/tx/people/mark-dorazio.md
index c4c653c724..f9f08ef3bf 100644
--- a/data/jurisdictions/us/states/tx/people/mark-dorazio.md
+++ b/data/jurisdictions/us/states/tx/people/mark-dorazio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 122"
+represents: "us/states/tx/districts/house/122"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 122 (TX State House of Representatives District 122).
 
+Represents [TX State House of Representatives District 122](/us/states/tx/districts/house/122.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/mary-ann-perez.md b/data/jurisdictions/us/states/tx/people/mary-ann-perez.md
index 1ce7d96f74..2e5d9b6fc3 100644
--- a/data/jurisdictions/us/states/tx/people/mary-ann-perez.md
+++ b/data/jurisdictions/us/states/tx/people/mary-ann-perez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 144"
+represents: "us/states/tx/districts/house/144"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 144 (TX State House of Representatives District 144).
 
+Represents [TX State House of Representatives District 144](/us/states/tx/districts/house/144.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/mary-gonzalez.md b/data/jurisdictions/us/states/tx/people/mary-gonzalez.md
index 51a7c66516..1153a75191 100644
--- a/data/jurisdictions/us/states/tx/people/mary-gonzalez.md
+++ b/data/jurisdictions/us/states/tx/people/mary-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 75"
+represents: "us/states/tx/districts/house/75"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 75 (TX State House of Representatives District 75).
 
+Represents [TX State House of Representatives District 75](/us/states/tx/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/matt-morgan.md b/data/jurisdictions/us/states/tx/people/matt-morgan.md
index 1156bd2abc..b5008eb5d8 100644
--- a/data/jurisdictions/us/states/tx/people/matt-morgan.md
+++ b/data/jurisdictions/us/states/tx/people/matt-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 26"
+represents: "us/states/tx/districts/house/26"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 26 (TX State House of Representatives District 26).
 
+Represents [TX State House of Representatives District 26](/us/states/tx/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/matt-shaheen.md b/data/jurisdictions/us/states/tx/people/matt-shaheen.md
index 90acf9920f..193efbe502 100644
--- a/data/jurisdictions/us/states/tx/people/matt-shaheen.md
+++ b/data/jurisdictions/us/states/tx/people/matt-shaheen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 66"
+represents: "us/states/tx/districts/house/66"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 66 (TX State House of Representatives District 66).
 
+Represents [TX State House of Representatives District 66](/us/states/tx/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/mayes-middleton.md b/data/jurisdictions/us/states/tx/people/mayes-middleton.md
index adf9ac43e5..2f895d1782 100644
--- a/data/jurisdictions/us/states/tx/people/mayes-middleton.md
+++ b/data/jurisdictions/us/states/tx/people/mayes-middleton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 11"
+represents: "us/states/tx/districts/senate/11"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 11 (TX State Senate District 11).
 
+Represents [TX State Senate District 11](/us/states/tx/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/mihaela-plesa.md b/data/jurisdictions/us/states/tx/people/mihaela-plesa.md
index 0a67c2f847..fdb761016e 100644
--- a/data/jurisdictions/us/states/tx/people/mihaela-plesa.md
+++ b/data/jurisdictions/us/states/tx/people/mihaela-plesa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 70"
+represents: "us/states/tx/districts/house/70"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 70 (TX State House of Representatives District 70).
 
+Represents [TX State House of Representatives District 70](/us/states/tx/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/mike-olcott.md b/data/jurisdictions/us/states/tx/people/mike-olcott.md
index 7b936a252b..a727917d10 100644
--- a/data/jurisdictions/us/states/tx/people/mike-olcott.md
+++ b/data/jurisdictions/us/states/tx/people/mike-olcott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 60"
+represents: "us/states/tx/districts/house/60"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 60 (TX State House of Representatives District 60).
 
+Represents [TX State House of Representatives District 60](/us/states/tx/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/mike-schofield.md b/data/jurisdictions/us/states/tx/people/mike-schofield.md
index 60226ac508..2b4833b9fb 100644
--- a/data/jurisdictions/us/states/tx/people/mike-schofield.md
+++ b/data/jurisdictions/us/states/tx/people/mike-schofield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 132"
+represents: "us/states/tx/districts/house/132"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 132 (TX State House of Representatives District 132).
 
+Represents [TX State House of Representatives District 132](/us/states/tx/districts/house/132.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/mitch-little.md b/data/jurisdictions/us/states/tx/people/mitch-little.md
index edcc263328..0ddfc7c35b 100644
--- a/data/jurisdictions/us/states/tx/people/mitch-little.md
+++ b/data/jurisdictions/us/states/tx/people/mitch-little.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 65"
+represents: "us/states/tx/districts/house/65"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 65 (TX State House of Representatives District 65).
 
+Represents [TX State House of Representatives District 65](/us/states/tx/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/molly-cook.md b/data/jurisdictions/us/states/tx/people/molly-cook.md
index 198e8592e4..b1cfc88257 100644
--- a/data/jurisdictions/us/states/tx/people/molly-cook.md
+++ b/data/jurisdictions/us/states/tx/people/molly-cook.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 15"
+represents: "us/states/tx/districts/senate/15"
 tenure:
   start: "2024-05-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 15 (TX State Senate District 15).
 
+Represents [TX State Senate District 15](/us/states/tx/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/morgan-meyer.md b/data/jurisdictions/us/states/tx/people/morgan-meyer.md
index 3da08a7d3f..16c9b965f5 100644
--- a/data/jurisdictions/us/states/tx/people/morgan-meyer.md
+++ b/data/jurisdictions/us/states/tx/people/morgan-meyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 108"
+represents: "us/states/tx/districts/house/108"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 108 (TX State House of Representatives District 108).
 
+Represents [TX State House of Representatives District 108](/us/states/tx/districts/house/108.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/nate-schatzline.md b/data/jurisdictions/us/states/tx/people/nate-schatzline.md
index 3cbfa30606..141d390b82 100644
--- a/data/jurisdictions/us/states/tx/people/nate-schatzline.md
+++ b/data/jurisdictions/us/states/tx/people/nate-schatzline.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 93"
+represents: "us/states/tx/districts/house/93"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 93 (TX State House of Representatives District 93).
 
+Represents [TX State House of Representatives District 93](/us/states/tx/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/nathan-johnson.md b/data/jurisdictions/us/states/tx/people/nathan-johnson.md
index 17eb54d129..0b670d9e1b 100644
--- a/data/jurisdictions/us/states/tx/people/nathan-johnson.md
+++ b/data/jurisdictions/us/states/tx/people/nathan-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 16"
+represents: "us/states/tx/districts/senate/16"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 16 (TX State Senate District 16).
 
+Represents [TX State Senate District 16](/us/states/tx/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/nicole-collier.md b/data/jurisdictions/us/states/tx/people/nicole-collier.md
index d3f6c4064e..bf8bd935a9 100644
--- a/data/jurisdictions/us/states/tx/people/nicole-collier.md
+++ b/data/jurisdictions/us/states/tx/people/nicole-collier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 95"
+represents: "us/states/tx/districts/house/95"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 95 (TX State House of Representatives District 95).
 
+Represents [TX State House of Representatives District 95](/us/states/tx/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/oscar-longoria.md b/data/jurisdictions/us/states/tx/people/oscar-longoria.md
index 60789fe543..cf297f7458 100644
--- a/data/jurisdictions/us/states/tx/people/oscar-longoria.md
+++ b/data/jurisdictions/us/states/tx/people/oscar-longoria.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 35"
+represents: "us/states/tx/districts/house/35"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 35 (TX State House of Representatives District 35).
 
+Represents [TX State House of Representatives District 35](/us/states/tx/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/pat-curry.md b/data/jurisdictions/us/states/tx/people/pat-curry.md
index 3f4560b583..151af2d480 100644
--- a/data/jurisdictions/us/states/tx/people/pat-curry.md
+++ b/data/jurisdictions/us/states/tx/people/pat-curry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 56"
+represents: "us/states/tx/districts/house/56"
 tenure:
   start: "2024-11-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 56 (TX State House of Representatives District 56).
 
+Represents [TX State House of Representatives District 56](/us/states/tx/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/paul-bettencourt.md b/data/jurisdictions/us/states/tx/people/paul-bettencourt.md
index f0c2fa4ea6..01a13e9efc 100644
--- a/data/jurisdictions/us/states/tx/people/paul-bettencourt.md
+++ b/data/jurisdictions/us/states/tx/people/paul-bettencourt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 7"
+represents: "us/states/tx/districts/senate/7"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 7 (TX State Senate District 7).
 
+Represents [TX State Senate District 7](/us/states/tx/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/paul-dyson.md b/data/jurisdictions/us/states/tx/people/paul-dyson.md
index a174892f83..dc6da4b35c 100644
--- a/data/jurisdictions/us/states/tx/people/paul-dyson.md
+++ b/data/jurisdictions/us/states/tx/people/paul-dyson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 14"
+represents: "us/states/tx/districts/house/14"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 14 (TX State House of Representatives District 14).
 
+Represents [TX State House of Representatives District 14](/us/states/tx/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/penny-morales-shaw.md b/data/jurisdictions/us/states/tx/people/penny-morales-shaw.md
index 112fa23d5f..0c41610750 100644
--- a/data/jurisdictions/us/states/tx/people/penny-morales-shaw.md
+++ b/data/jurisdictions/us/states/tx/people/penny-morales-shaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 148"
+represents: "us/states/tx/districts/house/148"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 148 (TX State House of Representatives District 148).
 
+Represents [TX State House of Representatives District 148](/us/states/tx/districts/house/148.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/pete-flores.md b/data/jurisdictions/us/states/tx/people/pete-flores.md
index e2d0379b66..cf599f3350 100644
--- a/data/jurisdictions/us/states/tx/people/pete-flores.md
+++ b/data/jurisdictions/us/states/tx/people/pete-flores.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 24"
+represents: "us/states/tx/districts/senate/24"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 24 (TX State Senate District 24).
 
+Represents [TX State Senate District 24](/us/states/tx/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/phil-king.md b/data/jurisdictions/us/states/tx/people/phil-king.md
index d746bc0575..e80d53b8aa 100644
--- a/data/jurisdictions/us/states/tx/people/phil-king.md
+++ b/data/jurisdictions/us/states/tx/people/phil-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 10"
+represents: "us/states/tx/districts/senate/10"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 10 (TX State Senate District 10).
 
+Represents [TX State Senate District 10](/us/states/tx/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/philip-cortez.md b/data/jurisdictions/us/states/tx/people/philip-cortez.md
index 8b6a57b21a..80394e1f7a 100644
--- a/data/jurisdictions/us/states/tx/people/philip-cortez.md
+++ b/data/jurisdictions/us/states/tx/people/philip-cortez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 117"
+represents: "us/states/tx/districts/house/117"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 117 (TX State House of Representatives District 117).
 
+Represents [TX State House of Representatives District 117](/us/states/tx/districts/house/117.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/rafael-anchia.md b/data/jurisdictions/us/states/tx/people/rafael-anchia.md
index 577bb36047..6f2acbdd91 100644
--- a/data/jurisdictions/us/states/tx/people/rafael-anchia.md
+++ b/data/jurisdictions/us/states/tx/people/rafael-anchia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 103"
+represents: "us/states/tx/districts/house/103"
 tenure:
   start: "2005-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 103 (TX State House of Representatives District 103).
 
+Represents [TX State House of Representatives District 103](/us/states/tx/districts/house/103.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/ramon-romero.md b/data/jurisdictions/us/states/tx/people/ramon-romero.md
index 8aca847597..908a4cb36e 100644
--- a/data/jurisdictions/us/states/tx/people/ramon-romero.md
+++ b/data/jurisdictions/us/states/tx/people/ramon-romero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 90"
+represents: "us/states/tx/districts/house/90"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 90 (TX State House of Representatives District 90).
 
+Represents [TX State House of Representatives District 90](/us/states/tx/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/ray-lopez.md b/data/jurisdictions/us/states/tx/people/ray-lopez.md
index d20f385673..2d06337001 100644
--- a/data/jurisdictions/us/states/tx/people/ray-lopez.md
+++ b/data/jurisdictions/us/states/tx/people/ray-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 125"
+represents: "us/states/tx/districts/house/125"
 tenure:
   start: "2019-03-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 125 (TX State House of Representatives District 125).
 
+Represents [TX State House of Representatives District 125](/us/states/tx/districts/house/125.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/rhetta-bowers.md b/data/jurisdictions/us/states/tx/people/rhetta-bowers.md
index 88c2aae539..165f1c95ba 100644
--- a/data/jurisdictions/us/states/tx/people/rhetta-bowers.md
+++ b/data/jurisdictions/us/states/tx/people/rhetta-bowers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 113"
+represents: "us/states/tx/districts/house/113"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 113 (TX State House of Representatives District 113).
 
+Represents [TX State House of Representatives District 113](/us/states/tx/districts/house/113.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/richard-hayes.md b/data/jurisdictions/us/states/tx/people/richard-hayes.md
index dff1864495..0e378c2dcb 100644
--- a/data/jurisdictions/us/states/tx/people/richard-hayes.md
+++ b/data/jurisdictions/us/states/tx/people/richard-hayes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 57"
+represents: "us/states/tx/districts/house/57"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 57 (TX State House of Representatives District 57).
 
+Represents [TX State House of Representatives District 57](/us/states/tx/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/richard-raymond.md b/data/jurisdictions/us/states/tx/people/richard-raymond.md
index f3d75cff29..d9bb8eb5c0 100644
--- a/data/jurisdictions/us/states/tx/people/richard-raymond.md
+++ b/data/jurisdictions/us/states/tx/people/richard-raymond.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 42"
+represents: "us/states/tx/districts/house/42"
 tenure:
   start: "2021-01-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 42 (TX State House of Representatives District 42).
 
+Represents [TX State House of Representatives District 42](/us/states/tx/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/robert-nichols.md b/data/jurisdictions/us/states/tx/people/robert-nichols.md
index 9d377fa077..349502facb 100644
--- a/data/jurisdictions/us/states/tx/people/robert-nichols.md
+++ b/data/jurisdictions/us/states/tx/people/robert-nichols.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 3"
+represents: "us/states/tx/districts/senate/3"
 tenure:
   start: "2007-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 3 (TX State Senate District 3).
 
+Represents [TX State Senate District 3](/us/states/tx/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/roland-gutierrez.md b/data/jurisdictions/us/states/tx/people/roland-gutierrez.md
index ab5196d66a..40293e64a6 100644
--- a/data/jurisdictions/us/states/tx/people/roland-gutierrez.md
+++ b/data/jurisdictions/us/states/tx/people/roland-gutierrez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 19"
+represents: "us/states/tx/districts/senate/19"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 19 (TX State Senate District 19).
 
+Represents [TX State Senate District 19](/us/states/tx/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/ron-reynolds.md b/data/jurisdictions/us/states/tx/people/ron-reynolds.md
index 62e5f74ac1..6a0f2916ee 100644
--- a/data/jurisdictions/us/states/tx/people/ron-reynolds.md
+++ b/data/jurisdictions/us/states/tx/people/ron-reynolds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 27"
+represents: "us/states/tx/districts/house/27"
 tenure:
   start: "2011-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 27 (TX State House of Representatives District 27).
 
+Represents [TX State House of Representatives District 27](/us/states/tx/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/royce-west.md b/data/jurisdictions/us/states/tx/people/royce-west.md
index f9f62f8d50..7b72c98af5 100644
--- a/data/jurisdictions/us/states/tx/people/royce-west.md
+++ b/data/jurisdictions/us/states/tx/people/royce-west.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 23"
+represents: "us/states/tx/districts/senate/23"
 tenure:
   start: "1993-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 23 (TX State Senate District 23).
 
+Represents [TX State Senate District 23](/us/states/tx/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/ryan-guillen.md b/data/jurisdictions/us/states/tx/people/ryan-guillen.md
index 5be3b41268..8fc05912cd 100644
--- a/data/jurisdictions/us/states/tx/people/ryan-guillen.md
+++ b/data/jurisdictions/us/states/tx/people/ryan-guillen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 31"
+represents: "us/states/tx/districts/house/31"
 tenure:
   start: "2003-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 31 (TX State House of Representatives District 31).
 
+Represents [TX State House of Representatives District 31](/us/states/tx/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/salman-bhojani.md b/data/jurisdictions/us/states/tx/people/salman-bhojani.md
index 407e6c66b4..42998dd59f 100644
--- a/data/jurisdictions/us/states/tx/people/salman-bhojani.md
+++ b/data/jurisdictions/us/states/tx/people/salman-bhojani.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 92"
+represents: "us/states/tx/districts/house/92"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 92 (TX State House of Representatives District 92).
 
+Represents [TX State House of Representatives District 92](/us/states/tx/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/sam-harless.md b/data/jurisdictions/us/states/tx/people/sam-harless.md
index 8865d46156..8dcbf21869 100644
--- a/data/jurisdictions/us/states/tx/people/sam-harless.md
+++ b/data/jurisdictions/us/states/tx/people/sam-harless.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 126"
+represents: "us/states/tx/districts/house/126"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 126 (TX State House of Representatives District 126).
 
+Represents [TX State House of Representatives District 126](/us/states/tx/districts/house/126.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/sarah-eckhardt.md b/data/jurisdictions/us/states/tx/people/sarah-eckhardt.md
index a2b88936ed..0e3ec49c56 100644
--- a/data/jurisdictions/us/states/tx/people/sarah-eckhardt.md
+++ b/data/jurisdictions/us/states/tx/people/sarah-eckhardt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 14"
+represents: "us/states/tx/districts/senate/14"
 tenure:
   start: "2020-07-31"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 14 (TX State Senate District 14).
 
+Represents [TX State Senate District 14](/us/states/tx/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/senfronia-thompson.md b/data/jurisdictions/us/states/tx/people/senfronia-thompson.md
index 989859432d..980d47d0eb 100644
--- a/data/jurisdictions/us/states/tx/people/senfronia-thompson.md
+++ b/data/jurisdictions/us/states/tx/people/senfronia-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 141"
+represents: "us/states/tx/districts/house/141"
 tenure:
   start: "1983-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 141 (TX State House of Representatives District 141).
 
+Represents [TX State House of Representatives District 141](/us/states/tx/districts/house/141.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/sergio-munoz.md b/data/jurisdictions/us/states/tx/people/sergio-munoz.md
index 24e5b534b6..dacd12cfdd 100644
--- a/data/jurisdictions/us/states/tx/people/sergio-munoz.md
+++ b/data/jurisdictions/us/states/tx/people/sergio-munoz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 36"
+represents: "us/states/tx/districts/house/36"
 tenure:
   start: "2011-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 36 (TX State House of Representatives District 36).
 
+Represents [TX State House of Representatives District 36](/us/states/tx/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/shelby-slawson.md b/data/jurisdictions/us/states/tx/people/shelby-slawson.md
index 9c79f89c1b..fc0c1e9ff0 100644
--- a/data/jurisdictions/us/states/tx/people/shelby-slawson.md
+++ b/data/jurisdictions/us/states/tx/people/shelby-slawson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 59"
+represents: "us/states/tx/districts/house/59"
 tenure:
   start: "2021-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 59 (TX State House of Representatives District 59).
 
+Represents [TX State House of Representatives District 59](/us/states/tx/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/shelley-luther.md b/data/jurisdictions/us/states/tx/people/shelley-luther.md
index 835f614938..563347cb9b 100644
--- a/data/jurisdictions/us/states/tx/people/shelley-luther.md
+++ b/data/jurisdictions/us/states/tx/people/shelley-luther.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 62"
+represents: "us/states/tx/districts/house/62"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 62 (TX State House of Representatives District 62).
 
+Represents [TX State House of Representatives District 62](/us/states/tx/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/sheryl-cole.md b/data/jurisdictions/us/states/tx/people/sheryl-cole.md
index 002a0620ca..533ba0a536 100644
--- a/data/jurisdictions/us/states/tx/people/sheryl-cole.md
+++ b/data/jurisdictions/us/states/tx/people/sheryl-cole.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 46"
+represents: "us/states/tx/districts/house/46"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 46 (TX State House of Representatives District 46).
 
+Represents [TX State House of Representatives District 46](/us/states/tx/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/stan-gerdes.md b/data/jurisdictions/us/states/tx/people/stan-gerdes.md
index bc397dd5ca..99c770dc46 100644
--- a/data/jurisdictions/us/states/tx/people/stan-gerdes.md
+++ b/data/jurisdictions/us/states/tx/people/stan-gerdes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 17"
+represents: "us/states/tx/districts/house/17"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 17 (TX State House of Representatives District 17).
 
+Represents [TX State House of Representatives District 17](/us/states/tx/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/stan-kitzman.md b/data/jurisdictions/us/states/tx/people/stan-kitzman.md
index b599e5c535..eadb1689fe 100644
--- a/data/jurisdictions/us/states/tx/people/stan-kitzman.md
+++ b/data/jurisdictions/us/states/tx/people/stan-kitzman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 85"
+represents: "us/states/tx/districts/house/85"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 85 (TX State House of Representatives District 85).
 
+Represents [TX State House of Representatives District 85](/us/states/tx/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/stan-lambert.md b/data/jurisdictions/us/states/tx/people/stan-lambert.md
index c21e229527..6c2457ebc2 100644
--- a/data/jurisdictions/us/states/tx/people/stan-lambert.md
+++ b/data/jurisdictions/us/states/tx/people/stan-lambert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 71"
+represents: "us/states/tx/districts/house/71"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 71 (TX State House of Representatives District 71).
 
+Represents [TX State House of Representatives District 71](/us/states/tx/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/steve-toth.md b/data/jurisdictions/us/states/tx/people/steve-toth.md
index 18b9ad1630..450c614ed2 100644
--- a/data/jurisdictions/us/states/tx/people/steve-toth.md
+++ b/data/jurisdictions/us/states/tx/people/steve-toth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 15"
+represents: "us/states/tx/districts/house/15"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 15 (TX State House of Representatives District 15).
 
+Represents [TX State House of Representatives District 15](/us/states/tx/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/suleman-lalani.md b/data/jurisdictions/us/states/tx/people/suleman-lalani.md
index 7dc2058625..969ed226e3 100644
--- a/data/jurisdictions/us/states/tx/people/suleman-lalani.md
+++ b/data/jurisdictions/us/states/tx/people/suleman-lalani.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 76"
+represents: "us/states/tx/districts/house/76"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 76 (TX State House of Representatives District 76).
 
+Represents [TX State House of Representatives District 76](/us/states/tx/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/tan-parker.md b/data/jurisdictions/us/states/tx/people/tan-parker.md
index e38cebd681..0bbc78a824 100644
--- a/data/jurisdictions/us/states/tx/people/tan-parker.md
+++ b/data/jurisdictions/us/states/tx/people/tan-parker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 12"
+represents: "us/states/tx/districts/senate/12"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 12 (TX State Senate District 12).
 
+Represents [TX State Senate District 12](/us/states/tx/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/taylor-rehmet.md b/data/jurisdictions/us/states/tx/people/taylor-rehmet.md
index 1d103a5c82..4fd173418d 100644
--- a/data/jurisdictions/us/states/tx/people/taylor-rehmet.md
+++ b/data/jurisdictions/us/states/tx/people/taylor-rehmet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State Senate District 9"
+represents: "us/states/tx/districts/senate/9"
 tenure:
   start: "2026-02-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX Senate District 9 (TX State Senate District 9).
 
+Represents [TX State Senate District 9](/us/states/tx/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/terri-leo-wilson.md b/data/jurisdictions/us/states/tx/people/terri-leo-wilson.md
index ecbbf00356..589b551f6a 100644
--- a/data/jurisdictions/us/states/tx/people/terri-leo-wilson.md
+++ b/data/jurisdictions/us/states/tx/people/terri-leo-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 23"
+represents: "us/states/tx/districts/house/23"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 23 (TX State House of Representatives District 23).
 
+Represents [TX State House of Representatives District 23](/us/states/tx/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/terry-canales.md b/data/jurisdictions/us/states/tx/people/terry-canales.md
index 45b6d7ce28..bb0b7937df 100644
--- a/data/jurisdictions/us/states/tx/people/terry-canales.md
+++ b/data/jurisdictions/us/states/tx/people/terry-canales.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 40"
+represents: "us/states/tx/districts/house/40"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 40 (TX State House of Representatives District 40).
 
+Represents [TX State House of Representatives District 40](/us/states/tx/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/terry-meza.md b/data/jurisdictions/us/states/tx/people/terry-meza.md
index 59cf365210..dbcb0a8cb6 100644
--- a/data/jurisdictions/us/states/tx/people/terry-meza.md
+++ b/data/jurisdictions/us/states/tx/people/terry-meza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 105"
+represents: "us/states/tx/districts/house/105"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 105 (TX State House of Representatives District 105).
 
+Represents [TX State House of Representatives District 105](/us/states/tx/districts/house/105.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/terry-wilson.md b/data/jurisdictions/us/states/tx/people/terry-wilson.md
index 9931b9e04f..419a44b338 100644
--- a/data/jurisdictions/us/states/tx/people/terry-wilson.md
+++ b/data/jurisdictions/us/states/tx/people/terry-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 20"
+represents: "us/states/tx/districts/house/20"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 20 (TX State House of Representatives District 20).
 
+Represents [TX State House of Representatives District 20](/us/states/tx/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/todd-hunter.md b/data/jurisdictions/us/states/tx/people/todd-hunter.md
index ad0af89236..990c374b69 100644
--- a/data/jurisdictions/us/states/tx/people/todd-hunter.md
+++ b/data/jurisdictions/us/states/tx/people/todd-hunter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 32"
+represents: "us/states/tx/districts/house/32"
 tenure:
   start: "2009-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 32 (TX State House of Representatives District 32).
 
+Represents [TX State House of Representatives District 32](/us/states/tx/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/tom-craddick.md b/data/jurisdictions/us/states/tx/people/tom-craddick.md
index 34699eb8d6..20483d686a 100644
--- a/data/jurisdictions/us/states/tx/people/tom-craddick.md
+++ b/data/jurisdictions/us/states/tx/people/tom-craddick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 82"
+represents: "us/states/tx/districts/house/82"
 tenure:
   start: "1993-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 82 (TX State House of Representatives District 82).
 
+Represents [TX State House of Representatives District 82](/us/states/tx/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/tom-oliverson.md b/data/jurisdictions/us/states/tx/people/tom-oliverson.md
index 664c38db9a..eb7459f803 100644
--- a/data/jurisdictions/us/states/tx/people/tom-oliverson.md
+++ b/data/jurisdictions/us/states/tx/people/tom-oliverson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 130"
+represents: "us/states/tx/districts/house/130"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 130 (TX State House of Representatives District 130).
 
+Represents [TX State House of Representatives District 130](/us/states/tx/districts/house/130.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/toni-rose.md b/data/jurisdictions/us/states/tx/people/toni-rose.md
index c1dbda6019..e000e17a2c 100644
--- a/data/jurisdictions/us/states/tx/people/toni-rose.md
+++ b/data/jurisdictions/us/states/tx/people/toni-rose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 110"
+represents: "us/states/tx/districts/house/110"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 110 (TX State House of Representatives District 110).
 
+Represents [TX State House of Representatives District 110](/us/states/tx/districts/house/110.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/tony-tinderholt.md b/data/jurisdictions/us/states/tx/people/tony-tinderholt.md
index 5776b8933d..7109963e6c 100644
--- a/data/jurisdictions/us/states/tx/people/tony-tinderholt.md
+++ b/data/jurisdictions/us/states/tx/people/tony-tinderholt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 94"
+represents: "us/states/tx/districts/house/94"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 94 (TX State House of Representatives District 94).
 
+Represents [TX State House of Representatives District 94](/us/states/tx/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/trent-ashby.md b/data/jurisdictions/us/states/tx/people/trent-ashby.md
index 0b31b97fc4..e87cefdd81 100644
--- a/data/jurisdictions/us/states/tx/people/trent-ashby.md
+++ b/data/jurisdictions/us/states/tx/people/trent-ashby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 9"
+represents: "us/states/tx/districts/house/9"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 9 (TX State House of Representatives District 9).
 
+Represents [TX State House of Representatives District 9](/us/states/tx/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/trey-martinez-fischer.md b/data/jurisdictions/us/states/tx/people/trey-martinez-fischer.md
index e4c2268d77..a1297c2cfa 100644
--- a/data/jurisdictions/us/states/tx/people/trey-martinez-fischer.md
+++ b/data/jurisdictions/us/states/tx/people/trey-martinez-fischer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 116"
+represents: "us/states/tx/districts/house/116"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 116 (TX State House of Representatives District 116).
 
+Represents [TX State House of Representatives District 116](/us/states/tx/districts/house/116.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/trey-wharton.md b/data/jurisdictions/us/states/tx/people/trey-wharton.md
index ee69c23342..45e8b1d6b8 100644
--- a/data/jurisdictions/us/states/tx/people/trey-wharton.md
+++ b/data/jurisdictions/us/states/tx/people/trey-wharton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 12"
+represents: "us/states/tx/districts/house/12"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 12 (TX State House of Representatives District 12).
 
+Represents [TX State House of Representatives District 12](/us/states/tx/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/valoree-swanson.md b/data/jurisdictions/us/states/tx/people/valoree-swanson.md
index 0f1530b217..4a3c8b2058 100644
--- a/data/jurisdictions/us/states/tx/people/valoree-swanson.md
+++ b/data/jurisdictions/us/states/tx/people/valoree-swanson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 150"
+represents: "us/states/tx/districts/house/150"
 tenure:
   start: "2017-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 150 (TX State House of Representatives District 150).
 
+Represents [TX State House of Representatives District 150](/us/states/tx/districts/house/150.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/venton-jones.md b/data/jurisdictions/us/states/tx/people/venton-jones.md
index 0b5a9a65d9..b18b990103 100644
--- a/data/jurisdictions/us/states/tx/people/venton-jones.md
+++ b/data/jurisdictions/us/states/tx/people/venton-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 100"
+represents: "us/states/tx/districts/house/100"
 tenure:
   start: "2023-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 100 (TX State House of Representatives District 100).
 
+Represents [TX State House of Representatives District 100](/us/states/tx/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/vikki-goodwin.md b/data/jurisdictions/us/states/tx/people/vikki-goodwin.md
index a6598a8204..e2634a29f4 100644
--- a/data/jurisdictions/us/states/tx/people/vikki-goodwin.md
+++ b/data/jurisdictions/us/states/tx/people/vikki-goodwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 47"
+represents: "us/states/tx/districts/house/47"
 tenure:
   start: "2019-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 47 (TX State House of Representatives District 47).
 
+Represents [TX State House of Representatives District 47](/us/states/tx/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/vince-perez.md b/data/jurisdictions/us/states/tx/people/vince-perez.md
index 8bfb9558a9..4c12c4fb27 100644
--- a/data/jurisdictions/us/states/tx/people/vince-perez.md
+++ b/data/jurisdictions/us/states/tx/people/vince-perez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 77"
+represents: "us/states/tx/districts/house/77"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 77 (TX State House of Representatives District 77).
 
+Represents [TX State House of Representatives District 77](/us/states/tx/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/wes-virdell.md b/data/jurisdictions/us/states/tx/people/wes-virdell.md
index 4ea00b7ae0..ca1656d1ee 100644
--- a/data/jurisdictions/us/states/tx/people/wes-virdell.md
+++ b/data/jurisdictions/us/states/tx/people/wes-virdell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 53"
+represents: "us/states/tx/districts/house/53"
 tenure:
   start: "2025-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 53 (TX State House of Representatives District 53).
 
+Represents [TX State House of Representatives District 53](/us/states/tx/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/will-metcalf.md b/data/jurisdictions/us/states/tx/people/will-metcalf.md
index c55093d1e8..539a385a1e 100644
--- a/data/jurisdictions/us/states/tx/people/will-metcalf.md
+++ b/data/jurisdictions/us/states/tx/people/will-metcalf.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 16"
+represents: "us/states/tx/districts/house/16"
 tenure:
   start: "2015-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 16 (TX State House of Representatives District 16).
 
+Represents [TX State House of Representatives District 16](/us/states/tx/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/tx/people/yvonne-davis.md b/data/jurisdictions/us/states/tx/people/yvonne-davis.md
index f6aa0e7284..26e31a0c9f 100644
--- a/data/jurisdictions/us/states/tx/people/yvonne-davis.md
+++ b/data/jurisdictions/us/states/tx/people/yvonne-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "TX"
 district: "TX State House of Representatives District 111"
+represents: "us/states/tx/districts/house/111"
 tenure:
   start: "1993-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current TX House District 111 (TX State House of Representatives District 111).
 
+Represents [TX State House of Representatives District 111](/us/states/tx/districts/house/111.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/counties/beaver/index.md b/data/jurisdictions/us/states/ut/counties/beaver/index.md
index 24568d2723..3c4c78745c 100644
--- a/data/jurisdictions/us/states/ut/counties/beaver/index.md
+++ b/data/jurisdictions/us/states/ut/counties/beaver/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 1088
   bachelors_plus: 1304
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ut/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/house/70"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1088 |
 | Bachelor's or higher | 1304 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 100% (congressional)
+- [UT Senate District 28](/us/states/ut/districts/senate/28.md) — 100% (state senate)
+- [UT House District 70](/us/states/ut/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/box-elder/index.md b/data/jurisdictions/us/states/ut/counties/box-elder/index.md
index 541aac2c2a..a91e401020 100644
--- a/data/jurisdictions/us/states/ut/counties/box-elder/index.md
+++ b/data/jurisdictions/us/states/ut/counties/box-elder/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 543
   hispanic: 6263
   bachelors_plus: 12492
+districts:
+  - to: "us/states/ut/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ut/districts/house/1"
+    rel: in-district
+    area_weight: 0.9898
+  - to: "us/states/ut/districts/house/6"
+    rel: in-district
+    area_weight: 0.0102
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6263 |
 | Bachelor's or higher | 12492 |
 
+## Districts
+
+- [UT-01](/us/states/ut/districts/01.md) — 100% (congressional)
+- [UT Senate District 1](/us/states/ut/districts/senate/1.md) — 100% (state senate)
+- [UT House District 1](/us/states/ut/districts/house/1.md) — 99% (state house)
+- [UT House District 6](/us/states/ut/districts/house/6.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/cache/index.md b/data/jurisdictions/us/states/ut/counties/cache/index.md
index c09b61d89d..6cae3c0a95 100644
--- a/data/jurisdictions/us/states/ut/counties/cache/index.md
+++ b/data/jurisdictions/us/states/ut/counties/cache/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 323
   hispanic: 16428
   bachelors_plus: 41982
+districts:
+  - to: "us/states/ut/districts/01"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/senate/2"
+    rel: in-district
+    area_weight: 0.6156
+  - to: "us/states/ut/districts/senate/1"
+    rel: in-district
+    area_weight: 0.3843
+  - to: "us/states/ut/districts/house/5"
+    rel: in-district
+    area_weight: 0.4331
+  - to: "us/states/ut/districts/house/3"
+    rel: in-district
+    area_weight: 0.3547
+  - to: "us/states/ut/districts/house/2"
+    rel: in-district
+    area_weight: 0.1385
+  - to: "us/states/ut/districts/house/1"
+    rel: in-district
+    area_weight: 0.0736
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 16428 |
 | Bachelor's or higher | 41982 |
 
+## Districts
+
+- [UT-01](/us/states/ut/districts/01.md) — 100% (congressional)
+- [UT Senate District 2](/us/states/ut/districts/senate/2.md) — 62% (state senate)
+- [UT Senate District 1](/us/states/ut/districts/senate/1.md) — 38% (state senate)
+- [UT House District 5](/us/states/ut/districts/house/5.md) — 43% (state house)
+- [UT House District 3](/us/states/ut/districts/house/3.md) — 35% (state house)
+- [UT House District 2](/us/states/ut/districts/house/2.md) — 14% (state house)
+- [UT House District 1](/us/states/ut/districts/house/1.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/carbon/index.md b/data/jurisdictions/us/states/ut/counties/carbon/index.md
index 380bc78397..0eb8f1ea61 100644
--- a/data/jurisdictions/us/states/ut/counties/carbon/index.md
+++ b/data/jurisdictions/us/states/ut/counties/carbon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 115
   hispanic: 2728
   bachelors_plus: 3303
+districts:
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ut/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ut/districts/house/67"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2728 |
 | Bachelor's or higher | 3303 |
 
+## Districts
+
+- [UT-03](/us/states/ut/districts/03.md) — 100% (congressional)
+- [UT Senate District 26](/us/states/ut/districts/senate/26.md) — 100% (state senate)
+- [UT House District 67](/us/states/ut/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/daggett/index.md b/data/jurisdictions/us/states/ut/counties/daggett/index.md
index f1fa8db85e..87606627a2 100644
--- a/data/jurisdictions/us/states/ut/counties/daggett/index.md
+++ b/data/jurisdictions/us/states/ut/counties/daggett/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 22
   bachelors_plus: 141
+districts:
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ut/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ut/districts/house/68"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 22 |
 | Bachelor's or higher | 141 |
 
+## Districts
+
+- [UT-03](/us/states/ut/districts/03.md) — 100% (congressional)
+- [UT Senate District 20](/us/states/ut/districts/senate/20.md) — 100% (state senate)
+- [UT House District 68](/us/states/ut/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/davis/index.md b/data/jurisdictions/us/states/ut/counties/davis/index.md
index e2fc5567eb..288fb67e6f 100644
--- a/data/jurisdictions/us/states/ut/counties/davis/index.md
+++ b/data/jurisdictions/us/states/ut/counties/davis/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 1385
   hispanic: 43362
   bachelors_plus: 117940
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.6298
+  - to: "us/states/ut/districts/01"
+    rel: in-district
+    area_weight: 0.3702
+  - to: "us/states/ut/districts/senate/6"
+    rel: in-district
+    area_weight: 0.6709
+  - to: "us/states/ut/districts/senate/7"
+    rel: in-district
+    area_weight: 0.1824
+  - to: "us/states/ut/districts/senate/8"
+    rel: in-district
+    area_weight: 0.092
+  - to: "us/states/ut/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0283
+  - to: "us/states/ut/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0264
+  - to: "us/states/ut/districts/house/15"
+    rel: in-district
+    area_weight: 0.5797
+  - to: "us/states/ut/districts/house/18"
+    rel: in-district
+    area_weight: 0.1047
+  - to: "us/states/ut/districts/house/12"
+    rel: in-district
+    area_weight: 0.0773
+  - to: "us/states/ut/districts/house/19"
+    rel: in-district
+    area_weight: 0.0584
+  - to: "us/states/ut/districts/house/17"
+    rel: in-district
+    area_weight: 0.0516
+  - to: "us/states/ut/districts/house/16"
+    rel: in-district
+    area_weight: 0.0323
+  - to: "us/states/ut/districts/house/20"
+    rel: in-district
+    area_weight: 0.0317
+  - to: "us/states/ut/districts/house/11"
+    rel: in-district
+    area_weight: 0.0257
+  - to: "us/states/ut/districts/house/14"
+    rel: in-district
+    area_weight: 0.0199
+  - to: "us/states/ut/districts/house/13"
+    rel: in-district
+    area_weight: 0.0185
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 43362 |
 | Bachelor's or higher | 117940 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 63% (congressional)
+- [UT-01](/us/states/ut/districts/01.md) — 37% (congressional)
+- [UT Senate District 6](/us/states/ut/districts/senate/6.md) — 67% (state senate)
+- [UT Senate District 7](/us/states/ut/districts/senate/7.md) — 18% (state senate)
+- [UT Senate District 8](/us/states/ut/districts/senate/8.md) — 9% (state senate)
+- [UT Senate District 5](/us/states/ut/districts/senate/5.md) — 3% (state senate)
+- [UT Senate District 4](/us/states/ut/districts/senate/4.md) — 3% (state senate)
+- [UT House District 15](/us/states/ut/districts/house/15.md) — 58% (state house)
+- [UT House District 18](/us/states/ut/districts/house/18.md) — 10% (state house)
+- [UT House District 12](/us/states/ut/districts/house/12.md) — 8% (state house)
+- [UT House District 19](/us/states/ut/districts/house/19.md) — 6% (state house)
+- [UT House District 17](/us/states/ut/districts/house/17.md) — 5% (state house)
+- [UT House District 16](/us/states/ut/districts/house/16.md) — 3% (state house)
+- [UT House District 20](/us/states/ut/districts/house/20.md) — 3% (state house)
+- [UT House District 11](/us/states/ut/districts/house/11.md) — 3% (state house)
+- [UT House District 14](/us/states/ut/districts/house/14.md) — 2% (state house)
+- [UT House District 13](/us/states/ut/districts/house/13.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/duchesne/index.md b/data/jurisdictions/us/states/ut/counties/duchesne/index.md
index 1eb7c01604..f424641ee3 100644
--- a/data/jurisdictions/us/states/ut/counties/duchesne/index.md
+++ b/data/jurisdictions/us/states/ut/counties/duchesne/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 677
   hispanic: 1509
   bachelors_plus: 2932
+districts:
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ut/districts/senate/20"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ut/districts/house/67"
+    rel: in-district
+    area_weight: 0.506
+  - to: "us/states/ut/districts/house/68"
+    rel: in-district
+    area_weight: 0.494
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1509 |
 | Bachelor's or higher | 2932 |
 
+## Districts
+
+- [UT-03](/us/states/ut/districts/03.md) — 100% (congressional)
+- [UT Senate District 20](/us/states/ut/districts/senate/20.md) — 100% (state senate)
+- [UT House District 67](/us/states/ut/districts/house/67.md) — 51% (state house)
+- [UT House District 68](/us/states/ut/districts/house/68.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/emery/index.md b/data/jurisdictions/us/states/ut/counties/emery/index.md
index 8bb01909d7..86af144bed 100644
--- a/data/jurisdictions/us/states/ut/counties/emery/index.md
+++ b/data/jurisdictions/us/states/ut/counties/emery/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 75
   hispanic: 752
   bachelors_plus: 1600
+districts:
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/senate/26"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ut/districts/house/69"
+    rel: in-district
+    area_weight: 0.8358
+  - to: "us/states/ut/districts/house/67"
+    rel: in-district
+    area_weight: 0.1641
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 752 |
 | Bachelor's or higher | 1600 |
 
+## Districts
+
+- [UT-03](/us/states/ut/districts/03.md) — 100% (congressional)
+- [UT Senate District 26](/us/states/ut/districts/senate/26.md) — 100% (state senate)
+- [UT House District 69](/us/states/ut/districts/house/69.md) — 84% (state house)
+- [UT House District 67](/us/states/ut/districts/house/67.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/garfield/index.md b/data/jurisdictions/us/states/ut/counties/garfield/index.md
index 4df20e6040..a33082c1cc 100644
--- a/data/jurisdictions/us/states/ut/counties/garfield/index.md
+++ b/data/jurisdictions/us/states/ut/counties/garfield/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 27
   hispanic: 381
   bachelors_plus: 1376
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/senate/27"
+    rel: in-district
+    area_weight: 0.7008
+  - to: "us/states/ut/districts/senate/26"
+    rel: in-district
+    area_weight: 0.2992
+  - to: "us/states/ut/districts/house/69"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 381 |
 | Bachelor's or higher | 1376 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 100% (congressional)
+- [UT Senate District 27](/us/states/ut/districts/senate/27.md) — 70% (state senate)
+- [UT Senate District 26](/us/states/ut/districts/senate/26.md) — 30% (state senate)
+- [UT House District 69](/us/states/ut/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/grand/index.md b/data/jurisdictions/us/states/ut/counties/grand/index.md
index 95505c14c1..9fb96a9342 100644
--- a/data/jurisdictions/us/states/ut/counties/grand/index.md
+++ b/data/jurisdictions/us/states/ut/counties/grand/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 314
   hispanic: 1265
   bachelors_plus: 3486
+districts:
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/house/69"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1265 |
 | Bachelor's or higher | 3486 |
 
+## Districts
+
+- [UT-03](/us/states/ut/districts/03.md) — 100% (congressional)
+- [UT Senate District 26](/us/states/ut/districts/senate/26.md) — 100% (state senate)
+- [UT House District 69](/us/states/ut/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/iron/index.md b/data/jurisdictions/us/states/ut/counties/iron/index.md
index 196a7b7531..2ae290db37 100644
--- a/data/jurisdictions/us/states/ut/counties/iron/index.md
+++ b/data/jurisdictions/us/states/ut/counties/iron/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 883
   hispanic: 6534
   bachelors_plus: 15120
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/house/70"
+    rel: in-district
+    area_weight: 0.7183
+  - to: "us/states/ut/districts/house/71"
+    rel: in-district
+    area_weight: 0.2815
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 6534 |
 | Bachelor's or higher | 15120 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 100% (congressional)
+- [UT Senate District 28](/us/states/ut/districts/senate/28.md) — 100% (state senate)
+- [UT House District 70](/us/states/ut/districts/house/70.md) — 72% (state house)
+- [UT House District 71](/us/states/ut/districts/house/71.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/juab/index.md b/data/jurisdictions/us/states/ut/counties/juab/index.md
index adcf99c898..31130fe793 100644
--- a/data/jurisdictions/us/states/ut/counties/juab/index.md
+++ b/data/jurisdictions/us/states/ut/counties/juab/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 108
   hispanic: 687
   bachelors_plus: 1902
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.726
+  - to: "us/states/ut/districts/04"
+    rel: in-district
+    area_weight: 0.274
+  - to: "us/states/ut/districts/senate/28"
+    rel: in-district
+    area_weight: 0.5545
+  - to: "us/states/ut/districts/senate/27"
+    rel: in-district
+    area_weight: 0.4454
+  - to: "us/states/ut/districts/house/29"
+    rel: in-district
+    area_weight: 0.7052
+  - to: "us/states/ut/districts/house/66"
+    rel: in-district
+    area_weight: 0.2948
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 687 |
 | Bachelor's or higher | 1902 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 73% (congressional)
+- [UT-04](/us/states/ut/districts/04.md) — 27% (congressional)
+- [UT Senate District 28](/us/states/ut/districts/senate/28.md) — 55% (state senate)
+- [UT Senate District 27](/us/states/ut/districts/senate/27.md) — 45% (state senate)
+- [UT House District 29](/us/states/ut/districts/house/29.md) — 71% (state house)
+- [UT House District 66](/us/states/ut/districts/house/66.md) — 29% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/kane/index.md b/data/jurisdictions/us/states/ut/counties/kane/index.md
index a3f6050ff9..12b0bb6393 100644
--- a/data/jurisdictions/us/states/ut/counties/kane/index.md
+++ b/data/jurisdictions/us/states/ut/counties/kane/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 189
   hispanic: 409
   bachelors_plus: 2201
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/ut/districts/senate/26"
+    rel: in-district
+    area_weight: 0.7692
+  - to: "us/states/ut/districts/senate/27"
+    rel: in-district
+    area_weight: 0.2307
+  - to: "us/states/ut/districts/house/69"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 409 |
 | Bachelor's or higher | 2201 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 100% (congressional)
+- [UT Senate District 26](/us/states/ut/districts/senate/26.md) — 77% (state senate)
+- [UT Senate District 27](/us/states/ut/districts/senate/27.md) — 23% (state senate)
+- [UT House District 69](/us/states/ut/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/millard/index.md b/data/jurisdictions/us/states/ut/counties/millard/index.md
index b045af85ac..40f44dfcbd 100644
--- a/data/jurisdictions/us/states/ut/counties/millard/index.md
+++ b/data/jurisdictions/us/states/ut/counties/millard/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 164
   hispanic: 1805
   bachelors_plus: 2318
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ut/districts/senate/28"
+    rel: in-district
+    area_weight: 0.8089
+  - to: "us/states/ut/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1911
+  - to: "us/states/ut/districts/house/29"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1805 |
 | Bachelor's or higher | 2318 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 100% (congressional)
+- [UT Senate District 28](/us/states/ut/districts/senate/28.md) — 81% (state senate)
+- [UT Senate District 27](/us/states/ut/districts/senate/27.md) — 19% (state senate)
+- [UT House District 29](/us/states/ut/districts/house/29.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/morgan/index.md b/data/jurisdictions/us/states/ut/counties/morgan/index.md
index b9a8d7239f..ec17d4f495 100644
--- a/data/jurisdictions/us/states/ut/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/ut/counties/morgan/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 9
   hispanic: 375
   bachelors_plus: 3945
+districts:
+  - to: "us/states/ut/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ut/districts/senate/3"
+    rel: in-district
+    area_weight: 0.8311
+  - to: "us/states/ut/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0862
+  - to: "us/states/ut/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0826
+  - to: "us/states/ut/districts/house/4"
+    rel: in-district
+    area_weight: 0.9783
+  - to: "us/states/ut/districts/house/8"
+    rel: in-district
+    area_weight: 0.0215
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 375 |
 | Bachelor's or higher | 3945 |
 
+## Districts
+
+- [UT-01](/us/states/ut/districts/01.md) — 100% (congressional)
+- [UT Senate District 3](/us/states/ut/districts/senate/3.md) — 83% (state senate)
+- [UT Senate District 5](/us/states/ut/districts/senate/5.md) — 9% (state senate)
+- [UT Senate District 7](/us/states/ut/districts/senate/7.md) — 8% (state senate)
+- [UT House District 4](/us/states/ut/districts/house/4.md) — 98% (state house)
+- [UT House District 8](/us/states/ut/districts/house/8.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/piute/index.md b/data/jurisdictions/us/states/ut/counties/piute/index.md
index 5f152ac02d..be8aee98a9 100644
--- a/data/jurisdictions/us/states/ut/counties/piute/index.md
+++ b/data/jurisdictions/us/states/ut/counties/piute/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 128
   bachelors_plus: 327
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ut/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/house/70"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 128 |
 | Bachelor's or higher | 327 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 100% (congressional)
+- [UT Senate District 27](/us/states/ut/districts/senate/27.md) — 100% (state senate)
+- [UT House District 70](/us/states/ut/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/rich/index.md b/data/jurisdictions/us/states/ut/counties/rich/index.md
index 9557794ffe..6f9f94753c 100644
--- a/data/jurisdictions/us/states/ut/counties/rich/index.md
+++ b/data/jurisdictions/us/states/ut/counties/rich/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 142
   bachelors_plus: 542
+districts:
+  - to: "us/states/ut/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ut/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ut/districts/house/4"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 142 |
 | Bachelor's or higher | 542 |
 
+## Districts
+
+- [UT-01](/us/states/ut/districts/01.md) — 100% (congressional)
+- [UT Senate District 2](/us/states/ut/districts/senate/2.md) — 100% (state senate)
+- [UT House District 4](/us/states/ut/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/salt-lake/index.md b/data/jurisdictions/us/states/ut/counties/salt-lake/index.md
index 5bf5c93416..7b8c8db924 100644
--- a/data/jurisdictions/us/states/ut/counties/salt-lake/index.md
+++ b/data/jurisdictions/us/states/ut/counties/salt-lake/index.md
@@ -22,9 +22,144 @@ demographics:
   race_native: 12690
   hispanic: 246878
   bachelors_plus: 418009
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.3266
+  - to: "us/states/ut/districts/04"
+    rel: in-district
+    area_weight: 0.2738
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 0.2489
+  - to: "us/states/ut/districts/01"
+    rel: in-district
+    area_weight: 0.1506
+  - to: "us/states/ut/districts/senate/10"
+    rel: in-district
+    area_weight: 0.221
+  - to: "us/states/ut/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1655
+  - to: "us/states/ut/districts/senate/15"
+    rel: in-district
+    area_weight: 0.1513
+  - to: "us/states/ut/districts/senate/9"
+    rel: in-district
+    area_weight: 0.126
+  - to: "us/states/ut/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0806
+  - to: "us/states/ut/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0627
+  - to: "us/states/ut/districts/senate/17"
+    rel: in-district
+    area_weight: 0.0424
+  - to: "us/states/ut/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0353
+  - to: "us/states/ut/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0325
+  - to: "us/states/ut/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0289
+  - to: "us/states/ut/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0279
+  - to: "us/states/ut/districts/senate/12"
+    rel: in-district
+    area_weight: 0.0198
+  - to: "us/states/ut/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0059
+  - to: "us/states/ut/districts/house/27"
+    rel: in-district
+    area_weight: 0.1556
+  - to: "us/states/ut/districts/house/21"
+    rel: in-district
+    area_weight: 0.1493
+  - to: "us/states/ut/districts/house/41"
+    rel: in-district
+    area_weight: 0.1189
+  - to: "us/states/ut/districts/house/23"
+    rel: in-district
+    area_weight: 0.0997
+  - to: "us/states/ut/districts/house/49"
+    rel: in-district
+    area_weight: 0.0625
+  - to: "us/states/ut/districts/house/33"
+    rel: in-district
+    area_weight: 0.0561
+  - to: "us/states/ut/districts/house/22"
+    rel: in-district
+    area_weight: 0.0498
+  - to: "us/states/ut/districts/house/46"
+    rel: in-district
+    area_weight: 0.042
+  - to: "us/states/ut/districts/house/25"
+    rel: in-district
+    area_weight: 0.0309
+  - to: "us/states/ut/districts/house/26"
+    rel: in-district
+    area_weight: 0.0253
+  - to: "us/states/ut/districts/house/47"
+    rel: in-district
+    area_weight: 0.0211
+  - to: "us/states/ut/districts/house/42"
+    rel: in-district
+    area_weight: 0.0173
+  - to: "us/states/ut/districts/house/38"
+    rel: in-district
+    area_weight: 0.0163
+  - to: "us/states/ut/districts/house/48"
+    rel: in-district
+    area_weight: 0.016
+  - to: "us/states/ut/districts/house/45"
+    rel: in-district
+    area_weight: 0.0136
+  - to: "us/states/ut/districts/house/39"
+    rel: in-district
+    area_weight: 0.0131
+  - to: "us/states/ut/districts/house/43"
+    rel: in-district
+    area_weight: 0.0126
+  - to: "us/states/ut/districts/house/35"
+    rel: in-district
+    area_weight: 0.0125
+  - to: "us/states/ut/districts/house/32"
+    rel: in-district
+    area_weight: 0.0116
+  - to: "us/states/ut/districts/house/44"
+    rel: in-district
+    area_weight: 0.0111
+  - to: "us/states/ut/districts/house/34"
+    rel: in-district
+    area_weight: 0.0109
+  - to: "us/states/ut/districts/house/40"
+    rel: in-district
+    area_weight: 0.0102
+  - to: "us/states/ut/districts/house/36"
+    rel: in-district
+    area_weight: 0.0098
+  - to: "us/states/ut/districts/house/31"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/ut/districts/house/24"
+    rel: in-district
+    area_weight: 0.0086
+  - to: "us/states/ut/districts/house/30"
+    rel: in-district
+    area_weight: 0.0081
+  - to: "us/states/ut/districts/house/37"
+    rel: in-district
+    area_weight: 0.0074
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +191,54 @@ County jurisdiction — 11 officeholders mapped.
 | Hispanic/Latino | 246878 |
 | Bachelor's or higher | 418009 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 33% (congressional)
+- [UT-04](/us/states/ut/districts/04.md) — 27% (congressional)
+- [UT-03](/us/states/ut/districts/03.md) — 25% (congressional)
+- [UT-01](/us/states/ut/districts/01.md) — 15% (congressional)
+- [UT Senate District 10](/us/states/ut/districts/senate/10.md) — 22% (state senate)
+- [UT Senate District 11](/us/states/ut/districts/senate/11.md) — 17% (state senate)
+- [UT Senate District 15](/us/states/ut/districts/senate/15.md) — 15% (state senate)
+- [UT Senate District 9](/us/states/ut/districts/senate/9.md) — 13% (state senate)
+- [UT Senate District 19](/us/states/ut/districts/senate/19.md) — 8% (state senate)
+- [UT Senate District 18](/us/states/ut/districts/senate/18.md) — 6% (state senate)
+- [UT Senate District 17](/us/states/ut/districts/senate/17.md) — 4% (state senate)
+- [UT Senate District 8](/us/states/ut/districts/senate/8.md) — 4% (state senate)
+- [UT Senate District 14](/us/states/ut/districts/senate/14.md) — 3% (state senate)
+- [UT Senate District 16](/us/states/ut/districts/senate/16.md) — 3% (state senate)
+- [UT Senate District 13](/us/states/ut/districts/senate/13.md) — 3% (state senate)
+- [UT Senate District 12](/us/states/ut/districts/senate/12.md) — 2% (state senate)
+- [UT Senate District 22](/us/states/ut/districts/senate/22.md) — 1% (state senate)
+- [UT House District 27](/us/states/ut/districts/house/27.md) — 16% (state house)
+- [UT House District 21](/us/states/ut/districts/house/21.md) — 15% (state house)
+- [UT House District 41](/us/states/ut/districts/house/41.md) — 12% (state house)
+- [UT House District 23](/us/states/ut/districts/house/23.md) — 10% (state house)
+- [UT House District 49](/us/states/ut/districts/house/49.md) — 6% (state house)
+- [UT House District 33](/us/states/ut/districts/house/33.md) — 6% (state house)
+- [UT House District 22](/us/states/ut/districts/house/22.md) — 5% (state house)
+- [UT House District 46](/us/states/ut/districts/house/46.md) — 4% (state house)
+- [UT House District 25](/us/states/ut/districts/house/25.md) — 3% (state house)
+- [UT House District 26](/us/states/ut/districts/house/26.md) — 3% (state house)
+- [UT House District 47](/us/states/ut/districts/house/47.md) — 2% (state house)
+- [UT House District 42](/us/states/ut/districts/house/42.md) — 2% (state house)
+- [UT House District 38](/us/states/ut/districts/house/38.md) — 2% (state house)
+- [UT House District 48](/us/states/ut/districts/house/48.md) — 2% (state house)
+- [UT House District 45](/us/states/ut/districts/house/45.md) — 1% (state house)
+- [UT House District 39](/us/states/ut/districts/house/39.md) — 1% (state house)
+- [UT House District 43](/us/states/ut/districts/house/43.md) — 1% (state house)
+- [UT House District 35](/us/states/ut/districts/house/35.md) — 1% (state house)
+- [UT House District 32](/us/states/ut/districts/house/32.md) — 1% (state house)
+- [UT House District 44](/us/states/ut/districts/house/44.md) — 1% (state house)
+- [UT House District 34](/us/states/ut/districts/house/34.md) — 1% (state house)
+- [UT House District 40](/us/states/ut/districts/house/40.md) — 1% (state house)
+- [UT House District 36](/us/states/ut/districts/house/36.md) — 1% (state house)
+- [UT House District 31](/us/states/ut/districts/house/31.md) — 1% (state house)
+- [UT House District 24](/us/states/ut/districts/house/24.md) — 1% (state house)
+- [UT House District 30](/us/states/ut/districts/house/30.md) — 1% (state house)
+- [UT House District 37](/us/states/ut/districts/house/37.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/san-juan/index.md b/data/jurisdictions/us/states/ut/counties/san-juan/index.md
index 0289eb0f15..e1e49dbc90 100644
--- a/data/jurisdictions/us/states/ut/counties/san-juan/index.md
+++ b/data/jurisdictions/us/states/ut/counties/san-juan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6583
   hispanic: 833
   bachelors_plus: 2484
+districts:
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/ut/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ut/districts/house/69"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 833 |
 | Bachelor's or higher | 2484 |
 
+## Districts
+
+- [UT-03](/us/states/ut/districts/03.md) — 100% (congressional)
+- [UT Senate District 26](/us/states/ut/districts/senate/26.md) — 100% (state senate)
+- [UT House District 69](/us/states/ut/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/sanpete/index.md b/data/jurisdictions/us/states/ut/counties/sanpete/index.md
index c9946df12b..539a551933 100644
--- a/data/jurisdictions/us/states/ut/counties/sanpete/index.md
+++ b/data/jurisdictions/us/states/ut/counties/sanpete/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 239
   hispanic: 3185
   bachelors_plus: 6041
+districts:
+  - to: "us/states/ut/districts/04"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/ut/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/house/66"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3185 |
 | Bachelor's or higher | 6041 |
 
+## Districts
+
+- [UT-04](/us/states/ut/districts/04.md) — 100% (congressional)
+- [UT Senate District 27](/us/states/ut/districts/senate/27.md) — 100% (state senate)
+- [UT House District 66](/us/states/ut/districts/house/66.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/sevier/index.md b/data/jurisdictions/us/states/ut/counties/sevier/index.md
index 178cf27e51..bac13582d4 100644
--- a/data/jurisdictions/us/states/ut/counties/sevier/index.md
+++ b/data/jurisdictions/us/states/ut/counties/sevier/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 152
   hispanic: 1171
   bachelors_plus: 4253
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/senate/27"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ut/districts/house/70"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1171 |
 | Bachelor's or higher | 4253 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 100% (congressional)
+- [UT Senate District 27](/us/states/ut/districts/senate/27.md) — 100% (state senate)
+- [UT House District 70](/us/states/ut/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/summit/index.md b/data/jurisdictions/us/states/ut/counties/summit/index.md
index 8ffc63c889..a4cc42d590 100644
--- a/data/jurisdictions/us/states/ut/counties/summit/index.md
+++ b/data/jurisdictions/us/states/ut/counties/summit/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 206
   hispanic: 4914
   bachelors_plus: 24338
+districts:
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 0.6044
+  - to: "us/states/ut/districts/01"
+    rel: in-district
+    area_weight: 0.3956
+  - to: "us/states/ut/districts/senate/20"
+    rel: in-district
+    area_weight: 0.7618
+  - to: "us/states/ut/districts/senate/3"
+    rel: in-district
+    area_weight: 0.2381
+  - to: "us/states/ut/districts/house/4"
+    rel: in-district
+    area_weight: 0.6278
+  - to: "us/states/ut/districts/house/68"
+    rel: in-district
+    area_weight: 0.3494
+  - to: "us/states/ut/districts/house/59"
+    rel: in-district
+    area_weight: 0.0213
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 4914 |
 | Bachelor's or higher | 24338 |
 
+## Districts
+
+- [UT-03](/us/states/ut/districts/03.md) — 60% (congressional)
+- [UT-01](/us/states/ut/districts/01.md) — 40% (congressional)
+- [UT Senate District 20](/us/states/ut/districts/senate/20.md) — 76% (state senate)
+- [UT Senate District 3](/us/states/ut/districts/senate/3.md) — 24% (state senate)
+- [UT House District 4](/us/states/ut/districts/house/4.md) — 63% (state house)
+- [UT House District 68](/us/states/ut/districts/house/68.md) — 35% (state house)
+- [UT House District 59](/us/states/ut/districts/house/59.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/tooele/index.md b/data/jurisdictions/us/states/ut/counties/tooele/index.md
index fc35574fbd..8f7d4e3b1a 100644
--- a/data/jurisdictions/us/states/ut/counties/tooele/index.md
+++ b/data/jurisdictions/us/states/ut/counties/tooele/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 456
   hispanic: 11935
   bachelors_plus: 14545
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/ut/districts/senate/11"
+    rel: in-district
+    area_weight: 0.7528
+  - to: "us/states/ut/districts/senate/1"
+    rel: in-district
+    area_weight: 0.2471
+  - to: "us/states/ut/districts/house/29"
+    rel: in-district
+    area_weight: 0.9854
+  - to: "us/states/ut/districts/house/28"
+    rel: in-district
+    area_weight: 0.0145
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 11935 |
 | Bachelor's or higher | 14545 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 100% (congressional)
+- [UT Senate District 11](/us/states/ut/districts/senate/11.md) — 75% (state senate)
+- [UT Senate District 1](/us/states/ut/districts/senate/1.md) — 25% (state senate)
+- [UT House District 29](/us/states/ut/districts/house/29.md) — 99% (state house)
+- [UT House District 28](/us/states/ut/districts/house/28.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/uintah/index.md b/data/jurisdictions/us/states/ut/counties/uintah/index.md
index 2bd7b0bb15..aa6991a726 100644
--- a/data/jurisdictions/us/states/ut/counties/uintah/index.md
+++ b/data/jurisdictions/us/states/ut/counties/uintah/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1489
   hispanic: 3249
   bachelors_plus: 4703
+districts:
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/ut/districts/house/68"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3249 |
 | Bachelor's or higher | 4703 |
 
+## Districts
+
+- [UT-03](/us/states/ut/districts/03.md) — 100% (congressional)
+- [UT Senate District 20](/us/states/ut/districts/senate/20.md) — 100% (state senate)
+- [UT House District 68](/us/states/ut/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/utah/index.md b/data/jurisdictions/us/states/ut/counties/utah/index.md
index 55416f704a..ad564738b6 100644
--- a/data/jurisdictions/us/states/ut/counties/utah/index.md
+++ b/data/jurisdictions/us/states/ut/counties/utah/index.md
@@ -22,9 +22,93 @@ demographics:
   race_native: 4049
   hispanic: 102417
   bachelors_plus: 211287
+districts:
+  - to: "us/states/ut/districts/04"
+    rel: in-district
+    area_weight: 0.828
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 0.171
+  - to: "us/states/ut/districts/senate/26"
+    rel: in-district
+    area_weight: 0.4086
+  - to: "us/states/ut/districts/senate/25"
+    rel: in-district
+    area_weight: 0.1463
+  - to: "us/states/ut/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1362
+  - to: "us/states/ut/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1332
+  - to: "us/states/ut/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0592
+  - to: "us/states/ut/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0476
+  - to: "us/states/ut/districts/senate/22"
+    rel: in-district
+    area_weight: 0.031
+  - to: "us/states/ut/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0164
+  - to: "us/states/ut/districts/senate/23"
+    rel: in-district
+    area_weight: 0.0152
+  - to: "us/states/ut/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0063
+  - to: "us/states/ut/districts/house/66"
+    rel: in-district
+    area_weight: 0.2763
+  - to: "us/states/ut/districts/house/50"
+    rel: in-district
+    area_weight: 0.222
+  - to: "us/states/ut/districts/house/63"
+    rel: in-district
+    area_weight: 0.2108
+  - to: "us/states/ut/districts/house/65"
+    rel: in-district
+    area_weight: 0.0518
+  - to: "us/states/ut/districts/house/58"
+    rel: in-district
+    area_weight: 0.0505
+  - to: "us/states/ut/districts/house/61"
+    rel: in-district
+    area_weight: 0.0455
+  - to: "us/states/ut/districts/house/54"
+    rel: in-district
+    area_weight: 0.0449
+  - to: "us/states/ut/districts/house/64"
+    rel: in-district
+    area_weight: 0.0298
+  - to: "us/states/ut/districts/house/51"
+    rel: in-district
+    area_weight: 0.0126
+  - to: "us/states/ut/districts/house/55"
+    rel: in-district
+    area_weight: 0.0108
+  - to: "us/states/ut/districts/house/52"
+    rel: in-district
+    area_weight: 0.009
+  - to: "us/states/ut/districts/house/62"
+    rel: in-district
+    area_weight: 0.0085
+  - to: "us/states/ut/districts/house/60"
+    rel: in-district
+    area_weight: 0.0075
+  - to: "us/states/ut/districts/house/53"
+    rel: in-district
+    area_weight: 0.0072
+  - to: "us/states/ut/districts/house/56"
+    rel: in-district
+    area_weight: 0.0068
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +140,37 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 102417 |
 | Bachelor's or higher | 211287 |
 
+## Districts
+
+- [UT-04](/us/states/ut/districts/04.md) — 83% (congressional)
+- [UT-03](/us/states/ut/districts/03.md) — 17% (congressional)
+- [UT Senate District 26](/us/states/ut/districts/senate/26.md) — 41% (state senate)
+- [UT Senate District 25](/us/states/ut/districts/senate/25.md) — 15% (state senate)
+- [UT Senate District 11](/us/states/ut/districts/senate/11.md) — 14% (state senate)
+- [UT Senate District 27](/us/states/ut/districts/senate/27.md) — 13% (state senate)
+- [UT Senate District 24](/us/states/ut/districts/senate/24.md) — 6% (state senate)
+- [UT Senate District 21](/us/states/ut/districts/senate/21.md) — 5% (state senate)
+- [UT Senate District 22](/us/states/ut/districts/senate/22.md) — 3% (state senate)
+- [UT Senate District 19](/us/states/ut/districts/senate/19.md) — 2% (state senate)
+- [UT Senate District 23](/us/states/ut/districts/senate/23.md) — 2% (state senate)
+- [UT Senate District 18](/us/states/ut/districts/senate/18.md) — 1% (state senate)
+- [UT House District 66](/us/states/ut/districts/house/66.md) — 28% (state house)
+- [UT House District 50](/us/states/ut/districts/house/50.md) — 22% (state house)
+- [UT House District 63](/us/states/ut/districts/house/63.md) — 21% (state house)
+- [UT House District 65](/us/states/ut/districts/house/65.md) — 5% (state house)
+- [UT House District 58](/us/states/ut/districts/house/58.md) — 5% (state house)
+- [UT House District 61](/us/states/ut/districts/house/61.md) — 5% (state house)
+- [UT House District 54](/us/states/ut/districts/house/54.md) — 4% (state house)
+- [UT House District 64](/us/states/ut/districts/house/64.md) — 3% (state house)
+- [UT House District 51](/us/states/ut/districts/house/51.md) — 1% (state house)
+- [UT House District 55](/us/states/ut/districts/house/55.md) — 1% (state house)
+- [UT House District 52](/us/states/ut/districts/house/52.md) — 1% (state house)
+- [UT House District 62](/us/states/ut/districts/house/62.md) — 1% (state house)
+- [UT House District 60](/us/states/ut/districts/house/60.md) — 1% (state house)
+- [UT House District 53](/us/states/ut/districts/house/53.md) — 1% (state house)
+- [UT House District 56](/us/states/ut/districts/house/56.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/wasatch/index.md b/data/jurisdictions/us/states/ut/counties/wasatch/index.md
index 8af203663b..f52cb182da 100644
--- a/data/jurisdictions/us/states/ut/counties/wasatch/index.md
+++ b/data/jurisdictions/us/states/ut/counties/wasatch/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 98
   hispanic: 5387
   bachelors_plus: 16026
+districts:
+  - to: "us/states/ut/districts/03"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/ut/districts/senate/20"
+    rel: in-district
+    area_weight: 0.8051
+  - to: "us/states/ut/districts/senate/26"
+    rel: in-district
+    area_weight: 0.1457
+  - to: "us/states/ut/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0492
+  - to: "us/states/ut/districts/house/59"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5387 |
 | Bachelor's or higher | 16026 |
 
+## Districts
+
+- [UT-03](/us/states/ut/districts/03.md) — 100% (congressional)
+- [UT Senate District 20](/us/states/ut/districts/senate/20.md) — 81% (state senate)
+- [UT Senate District 26](/us/states/ut/districts/senate/26.md) — 15% (state senate)
+- [UT Senate District 24](/us/states/ut/districts/senate/24.md) — 5% (state senate)
+- [UT House District 59](/us/states/ut/districts/house/59.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/washington/index.md b/data/jurisdictions/us/states/ut/counties/washington/index.md
index 5d47f84c34..5068f9cb32 100644
--- a/data/jurisdictions/us/states/ut/counties/washington/index.md
+++ b/data/jurisdictions/us/states/ut/counties/washington/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1524
   hispanic: 23790
   bachelors_plus: 62615
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/ut/districts/senate/29"
+    rel: in-district
+    area_weight: 0.5375
+  - to: "us/states/ut/districts/senate/27"
+    rel: in-district
+    area_weight: 0.3355
+  - to: "us/states/ut/districts/senate/28"
+    rel: in-district
+    area_weight: 0.1268
+  - to: "us/states/ut/districts/house/72"
+    rel: in-district
+    area_weight: 0.4064
+  - to: "us/states/ut/districts/house/75"
+    rel: in-district
+    area_weight: 0.3565
+  - to: "us/states/ut/districts/house/74"
+    rel: in-district
+    area_weight: 0.1749
+  - to: "us/states/ut/districts/house/73"
+    rel: in-district
+    area_weight: 0.062
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 23790 |
 | Bachelor's or higher | 62615 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 100% (congressional)
+- [UT Senate District 29](/us/states/ut/districts/senate/29.md) — 54% (state senate)
+- [UT Senate District 27](/us/states/ut/districts/senate/27.md) — 34% (state senate)
+- [UT Senate District 28](/us/states/ut/districts/senate/28.md) — 13% (state senate)
+- [UT House District 72](/us/states/ut/districts/house/72.md) — 41% (state house)
+- [UT House District 75](/us/states/ut/districts/house/75.md) — 36% (state house)
+- [UT House District 74](/us/states/ut/districts/house/74.md) — 17% (state house)
+- [UT House District 73](/us/states/ut/districts/house/73.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/wayne/index.md b/data/jurisdictions/us/states/ut/counties/wayne/index.md
index c504d2b128..8533526d90 100644
--- a/data/jurisdictions/us/states/ut/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/ut/counties/wayne/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 78
   bachelors_plus: 617
+districts:
+  - to: "us/states/ut/districts/02"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/ut/districts/senate/26"
+    rel: in-district
+    area_weight: 0.6328
+  - to: "us/states/ut/districts/senate/27"
+    rel: in-district
+    area_weight: 0.3672
+  - to: "us/states/ut/districts/house/69"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 78 |
 | Bachelor's or higher | 617 |
 
+## Districts
+
+- [UT-02](/us/states/ut/districts/02.md) — 100% (congressional)
+- [UT Senate District 26](/us/states/ut/districts/senate/26.md) — 63% (state senate)
+- [UT Senate District 27](/us/states/ut/districts/senate/27.md) — 37% (state senate)
+- [UT House District 69](/us/states/ut/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/counties/weber/index.md b/data/jurisdictions/us/states/ut/counties/weber/index.md
index 770b5e7645..8f923b31e3 100644
--- a/data/jurisdictions/us/states/ut/counties/weber/index.md
+++ b/data/jurisdictions/us/states/ut/counties/weber/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 1883
   hispanic: 51905
   bachelors_plus: 64193
+districts:
+  - to: "us/states/ut/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/ut/districts/senate/3"
+    rel: in-district
+    area_weight: 0.5353
+  - to: "us/states/ut/districts/senate/4"
+    rel: in-district
+    area_weight: 0.3704
+  - to: "us/states/ut/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0941
+  - to: "us/states/ut/districts/house/8"
+    rel: in-district
+    area_weight: 0.5543
+  - to: "us/states/ut/districts/house/12"
+    rel: in-district
+    area_weight: 0.212
+  - to: "us/states/ut/districts/house/6"
+    rel: in-district
+    area_weight: 0.1351
+  - to: "us/states/ut/districts/house/9"
+    rel: in-district
+    area_weight: 0.0344
+  - to: "us/states/ut/districts/house/10"
+    rel: in-district
+    area_weight: 0.0275
+  - to: "us/states/ut/districts/house/7"
+    rel: in-district
+    area_weight: 0.0202
+  - to: "us/states/ut/districts/house/11"
+    rel: in-district
+    area_weight: 0.0162
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, ut]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 51905 |
 | Bachelor's or higher | 64193 |
 
+## Districts
+
+- [UT-01](/us/states/ut/districts/01.md) — 100% (congressional)
+- [UT Senate District 3](/us/states/ut/districts/senate/3.md) — 54% (state senate)
+- [UT Senate District 4](/us/states/ut/districts/senate/4.md) — 37% (state senate)
+- [UT Senate District 5](/us/states/ut/districts/senate/5.md) — 9% (state senate)
+- [UT House District 8](/us/states/ut/districts/house/8.md) — 55% (state house)
+- [UT House District 12](/us/states/ut/districts/house/12.md) — 21% (state house)
+- [UT House District 6](/us/states/ut/districts/house/6.md) — 14% (state house)
+- [UT House District 9](/us/states/ut/districts/house/9.md) — 3% (state house)
+- [UT House District 10](/us/states/ut/districts/house/10.md) — 3% (state house)
+- [UT House District 7](/us/states/ut/districts/house/7.md) — 2% (state house)
+- [UT House District 11](/us/states/ut/districts/house/11.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/ut/districts/01.md b/data/jurisdictions/us/states/ut/districts/01.md
index f46baa6bb0..54b9917c91 100644
--- a/data/jurisdictions/us/states/ut/districts/01.md
+++ b/data/jurisdictions/us/states/ut/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 210051
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ut]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ut/districts/02.md b/data/jurisdictions/us/states/ut/districts/02.md
index 060517d50f..83d1a79300 100644
--- a/data/jurisdictions/us/states/ut/districts/02.md
+++ b/data/jurisdictions/us/states/ut/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 200071
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ut]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ut/districts/03.md b/data/jurisdictions/us/states/ut/districts/03.md
index 1b3dab6753..1630848cf6 100644
--- a/data/jurisdictions/us/states/ut/districts/03.md
+++ b/data/jurisdictions/us/states/ut/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 225795
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ut]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ut/districts/04.md b/data/jurisdictions/us/states/ut/districts/04.md
index c779a6b082..f231b9839c 100644
--- a/data/jurisdictions/us/states/ut/districts/04.md
+++ b/data/jurisdictions/us/states/ut/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 206364
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, ut]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/ut/districts/house/1.md b/data/jurisdictions/us/states/ut/districts/house/1.md
new file mode 100644
index 0000000000..85ffd45675
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 1"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 1
+
+State House district 1 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/10.md b/data/jurisdictions/us/states/ut/districts/house/10.md
new file mode 100644
index 0000000000..e2c5f885eb
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 10"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 10
+
+State House district 10 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/11.md b/data/jurisdictions/us/states/ut/districts/house/11.md
new file mode 100644
index 0000000000..346c2eb7e7
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 11"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 11
+
+State House district 11 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/12.md b/data/jurisdictions/us/states/ut/districts/house/12.md
new file mode 100644
index 0000000000..869ea38baf
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 12"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 12
+
+State House district 12 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/13.md b/data/jurisdictions/us/states/ut/districts/house/13.md
new file mode 100644
index 0000000000..dd5bcf07a5
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 13"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 13
+
+State House district 13 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/14.md b/data/jurisdictions/us/states/ut/districts/house/14.md
new file mode 100644
index 0000000000..84de25acc4
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 14"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 14
+
+State House district 14 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/15.md b/data/jurisdictions/us/states/ut/districts/house/15.md
new file mode 100644
index 0000000000..674d10cf24
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 15"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 15
+
+State House district 15 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/16.md b/data/jurisdictions/us/states/ut/districts/house/16.md
new file mode 100644
index 0000000000..1b7ffa5108
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 16"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 16
+
+State House district 16 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/17.md b/data/jurisdictions/us/states/ut/districts/house/17.md
new file mode 100644
index 0000000000..948dddde41
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 17"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 17
+
+State House district 17 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/18.md b/data/jurisdictions/us/states/ut/districts/house/18.md
new file mode 100644
index 0000000000..1d4aefd882
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 18"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 18
+
+State House district 18 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/19.md b/data/jurisdictions/us/states/ut/districts/house/19.md
new file mode 100644
index 0000000000..f6ea9a5083
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 19"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 19
+
+State House district 19 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/2.md b/data/jurisdictions/us/states/ut/districts/house/2.md
new file mode 100644
index 0000000000..9bfe2d27dc
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 2"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 2
+
+State House district 2 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/20.md b/data/jurisdictions/us/states/ut/districts/house/20.md
new file mode 100644
index 0000000000..9930469409
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 20"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 20
+
+State House district 20 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/21.md b/data/jurisdictions/us/states/ut/districts/house/21.md
new file mode 100644
index 0000000000..6fdad95ebb
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 21"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 21
+
+State House district 21 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/22.md b/data/jurisdictions/us/states/ut/districts/house/22.md
new file mode 100644
index 0000000000..b38c1b2b59
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 22"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 22
+
+State House district 22 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/23.md b/data/jurisdictions/us/states/ut/districts/house/23.md
new file mode 100644
index 0000000000..b170d316a6
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 23"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 23
+
+State House district 23 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/24.md b/data/jurisdictions/us/states/ut/districts/house/24.md
new file mode 100644
index 0000000000..e4d1b38340
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 24"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 24
+
+State House district 24 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/25.md b/data/jurisdictions/us/states/ut/districts/house/25.md
new file mode 100644
index 0000000000..2585a5fab7
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 25"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 25
+
+State House district 25 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/26.md b/data/jurisdictions/us/states/ut/districts/house/26.md
new file mode 100644
index 0000000000..6b5658da52
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 26"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 26
+
+State House district 26 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/27.md b/data/jurisdictions/us/states/ut/districts/house/27.md
new file mode 100644
index 0000000000..abc42b2968
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 27"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 27
+
+State House district 27 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/28.md b/data/jurisdictions/us/states/ut/districts/house/28.md
new file mode 100644
index 0000000000..115ea359db
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 28"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 28
+
+State House district 28 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/29.md b/data/jurisdictions/us/states/ut/districts/house/29.md
new file mode 100644
index 0000000000..59af8356ff
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 29"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 29
+
+State House district 29 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/3.md b/data/jurisdictions/us/states/ut/districts/house/3.md
new file mode 100644
index 0000000000..28bb3fb223
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 3"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 3
+
+State House district 3 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/30.md b/data/jurisdictions/us/states/ut/districts/house/30.md
new file mode 100644
index 0000000000..a70d77f4c6
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 30"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 30
+
+State House district 30 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/31.md b/data/jurisdictions/us/states/ut/districts/house/31.md
new file mode 100644
index 0000000000..d09bb0e203
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 31"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 31
+
+State House district 31 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/32.md b/data/jurisdictions/us/states/ut/districts/house/32.md
new file mode 100644
index 0000000000..6f1fc9f707
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 32"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 32
+
+State House district 32 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/33.md b/data/jurisdictions/us/states/ut/districts/house/33.md
new file mode 100644
index 0000000000..3fdf53e66f
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 33"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 33
+
+State House district 33 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/34.md b/data/jurisdictions/us/states/ut/districts/house/34.md
new file mode 100644
index 0000000000..cf1906687d
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 34"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 34
+
+State House district 34 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/35.md b/data/jurisdictions/us/states/ut/districts/house/35.md
new file mode 100644
index 0000000000..62c522d9ce
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 35"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 35
+
+State House district 35 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/36.md b/data/jurisdictions/us/states/ut/districts/house/36.md
new file mode 100644
index 0000000000..a469b59283
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 36"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 36
+
+State House district 36 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/37.md b/data/jurisdictions/us/states/ut/districts/house/37.md
new file mode 100644
index 0000000000..de92d38fe6
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 37"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 37
+
+State House district 37 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/38.md b/data/jurisdictions/us/states/ut/districts/house/38.md
new file mode 100644
index 0000000000..ca9321590d
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 38"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 38
+
+State House district 38 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/39.md b/data/jurisdictions/us/states/ut/districts/house/39.md
new file mode 100644
index 0000000000..d6d7758f75
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 39"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 39
+
+State House district 39 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/4.md b/data/jurisdictions/us/states/ut/districts/house/4.md
new file mode 100644
index 0000000000..2dc0098c9b
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 4"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 4
+
+State House district 4 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/40.md b/data/jurisdictions/us/states/ut/districts/house/40.md
new file mode 100644
index 0000000000..b488d8d376
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 40"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 40
+
+State House district 40 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/41.md b/data/jurisdictions/us/states/ut/districts/house/41.md
new file mode 100644
index 0000000000..f0fe5e68cd
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 41"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 41
+
+State House district 41 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/42.md b/data/jurisdictions/us/states/ut/districts/house/42.md
new file mode 100644
index 0000000000..3de83e833f
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 42"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 42
+
+State House district 42 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/43.md b/data/jurisdictions/us/states/ut/districts/house/43.md
new file mode 100644
index 0000000000..9d46e0203e
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 43"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 43
+
+State House district 43 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/44.md b/data/jurisdictions/us/states/ut/districts/house/44.md
new file mode 100644
index 0000000000..15733dda90
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 44"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 44
+
+State House district 44 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/45.md b/data/jurisdictions/us/states/ut/districts/house/45.md
new file mode 100644
index 0000000000..c1dafb49db
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 45"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 45
+
+State House district 45 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/46.md b/data/jurisdictions/us/states/ut/districts/house/46.md
new file mode 100644
index 0000000000..76c231015e
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 46"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 46
+
+State House district 46 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/47.md b/data/jurisdictions/us/states/ut/districts/house/47.md
new file mode 100644
index 0000000000..f40c442dd2
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 47"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 47
+
+State House district 47 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/48.md b/data/jurisdictions/us/states/ut/districts/house/48.md
new file mode 100644
index 0000000000..6153387697
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 48"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 48
+
+State House district 48 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/49.md b/data/jurisdictions/us/states/ut/districts/house/49.md
new file mode 100644
index 0000000000..8ce8a72fda
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 49"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 49
+
+State House district 49 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/5.md b/data/jurisdictions/us/states/ut/districts/house/5.md
new file mode 100644
index 0000000000..f00089f6bd
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 5"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 5
+
+State House district 5 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/50.md b/data/jurisdictions/us/states/ut/districts/house/50.md
new file mode 100644
index 0000000000..597fbdb7bb
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 50"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 50
+
+State House district 50 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/51.md b/data/jurisdictions/us/states/ut/districts/house/51.md
new file mode 100644
index 0000000000..8a98102cf4
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 51"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 51
+
+State House district 51 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/52.md b/data/jurisdictions/us/states/ut/districts/house/52.md
new file mode 100644
index 0000000000..314dd716d5
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 52"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 52
+
+State House district 52 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/53.md b/data/jurisdictions/us/states/ut/districts/house/53.md
new file mode 100644
index 0000000000..dd4c85d5d3
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 53"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 53
+
+State House district 53 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/54.md b/data/jurisdictions/us/states/ut/districts/house/54.md
new file mode 100644
index 0000000000..0f17168a16
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 54"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 54
+
+State House district 54 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/55.md b/data/jurisdictions/us/states/ut/districts/house/55.md
new file mode 100644
index 0000000000..b844beb772
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 55"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 55
+
+State House district 55 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/56.md b/data/jurisdictions/us/states/ut/districts/house/56.md
new file mode 100644
index 0000000000..dff6038607
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 56"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 56
+
+State House district 56 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/58.md b/data/jurisdictions/us/states/ut/districts/house/58.md
new file mode 100644
index 0000000000..d2f1e64515
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 58"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 58
+
+State House district 58 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/59.md b/data/jurisdictions/us/states/ut/districts/house/59.md
new file mode 100644
index 0000000000..825806ab57
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 59"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 59
+
+State House district 59 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/6.md b/data/jurisdictions/us/states/ut/districts/house/6.md
new file mode 100644
index 0000000000..ad9ecb9d49
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 6"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 6
+
+State House district 6 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/60.md b/data/jurisdictions/us/states/ut/districts/house/60.md
new file mode 100644
index 0000000000..60fbebe098
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 60"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 60
+
+State House district 60 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/61.md b/data/jurisdictions/us/states/ut/districts/house/61.md
new file mode 100644
index 0000000000..7f82038d77
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 61"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 61
+
+State House district 61 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/62.md b/data/jurisdictions/us/states/ut/districts/house/62.md
new file mode 100644
index 0000000000..0861ef4a70
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 62"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 62
+
+State House district 62 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/63.md b/data/jurisdictions/us/states/ut/districts/house/63.md
new file mode 100644
index 0000000000..93aeade0f1
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 63"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 63
+
+State House district 63 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/64.md b/data/jurisdictions/us/states/ut/districts/house/64.md
new file mode 100644
index 0000000000..84e382cb52
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 64"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 64
+
+State House district 64 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/65.md b/data/jurisdictions/us/states/ut/districts/house/65.md
new file mode 100644
index 0000000000..105e47720b
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 65"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 65
+
+State House district 65 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/66.md b/data/jurisdictions/us/states/ut/districts/house/66.md
new file mode 100644
index 0000000000..861420e5b6
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 66"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 66
+
+State House district 66 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/67.md b/data/jurisdictions/us/states/ut/districts/house/67.md
new file mode 100644
index 0000000000..9fbaa00f78
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 67"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 67
+
+State House district 67 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/68.md b/data/jurisdictions/us/states/ut/districts/house/68.md
new file mode 100644
index 0000000000..68b7222343
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 68"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 68
+
+State House district 68 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/69.md b/data/jurisdictions/us/states/ut/districts/house/69.md
new file mode 100644
index 0000000000..fd63e6849e
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 69"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 69
+
+State House district 69 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/7.md b/data/jurisdictions/us/states/ut/districts/house/7.md
new file mode 100644
index 0000000000..c56f95c15e
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 7"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 7
+
+State House district 7 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/70.md b/data/jurisdictions/us/states/ut/districts/house/70.md
new file mode 100644
index 0000000000..3d7b37a0b2
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 70"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 70
+
+State House district 70 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/71.md b/data/jurisdictions/us/states/ut/districts/house/71.md
new file mode 100644
index 0000000000..3e4ee4d874
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 71"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 71
+
+State House district 71 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/72.md b/data/jurisdictions/us/states/ut/districts/house/72.md
new file mode 100644
index 0000000000..5b18795c97
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 72"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 72
+
+State House district 72 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/73.md b/data/jurisdictions/us/states/ut/districts/house/73.md
new file mode 100644
index 0000000000..53746ddf6e
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 73"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 73
+
+State House district 73 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/74.md b/data/jurisdictions/us/states/ut/districts/house/74.md
new file mode 100644
index 0000000000..10fb918a93
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 74"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 74
+
+State House district 74 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/75.md b/data/jurisdictions/us/states/ut/districts/house/75.md
new file mode 100644
index 0000000000..c571b230fa
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 75"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 75
+
+State House district 75 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/8.md b/data/jurisdictions/us/states/ut/districts/house/8.md
new file mode 100644
index 0000000000..f945f6407d
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 8"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 8
+
+State House district 8 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/house/9.md b/data/jurisdictions/us/states/ut/districts/house/9.md
new file mode 100644
index 0000000000..e33e84d80b
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT House District 9"
+classification: state-house-district
+state: "UT"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT House District 9
+
+State House district 9 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/1.md b/data/jurisdictions/us/states/ut/districts/senate/1.md
new file mode 100644
index 0000000000..c6556283bc
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 1"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 1
+
+State Senate district 1 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/10.md b/data/jurisdictions/us/states/ut/districts/senate/10.md
new file mode 100644
index 0000000000..3fc9dc609b
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 10"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 10
+
+State Senate district 10 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/11.md b/data/jurisdictions/us/states/ut/districts/senate/11.md
new file mode 100644
index 0000000000..c067b00078
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 11"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 11
+
+State Senate district 11 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/12.md b/data/jurisdictions/us/states/ut/districts/senate/12.md
new file mode 100644
index 0000000000..4d1bf875a0
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 12"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 12
+
+State Senate district 12 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/13.md b/data/jurisdictions/us/states/ut/districts/senate/13.md
new file mode 100644
index 0000000000..6dbf1cc4ff
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 13"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 13
+
+State Senate district 13 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/14.md b/data/jurisdictions/us/states/ut/districts/senate/14.md
new file mode 100644
index 0000000000..ab5d91258e
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 14"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 14
+
+State Senate district 14 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/15.md b/data/jurisdictions/us/states/ut/districts/senate/15.md
new file mode 100644
index 0000000000..c1369b7568
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 15"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 15
+
+State Senate district 15 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/16.md b/data/jurisdictions/us/states/ut/districts/senate/16.md
new file mode 100644
index 0000000000..27f0996a0e
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 16"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 16
+
+State Senate district 16 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/17.md b/data/jurisdictions/us/states/ut/districts/senate/17.md
new file mode 100644
index 0000000000..f477c900dc
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 17"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 17
+
+State Senate district 17 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/18.md b/data/jurisdictions/us/states/ut/districts/senate/18.md
new file mode 100644
index 0000000000..0fffe652d7
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 18"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 18
+
+State Senate district 18 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/19.md b/data/jurisdictions/us/states/ut/districts/senate/19.md
new file mode 100644
index 0000000000..f4abe70fbe
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 19"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 19
+
+State Senate district 19 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/2.md b/data/jurisdictions/us/states/ut/districts/senate/2.md
new file mode 100644
index 0000000000..75bf32d82d
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 2"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 2
+
+State Senate district 2 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/20.md b/data/jurisdictions/us/states/ut/districts/senate/20.md
new file mode 100644
index 0000000000..9d87590cda
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 20"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 20
+
+State Senate district 20 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/21.md b/data/jurisdictions/us/states/ut/districts/senate/21.md
new file mode 100644
index 0000000000..8d883e7df3
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 21"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 21
+
+State Senate district 21 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/22.md b/data/jurisdictions/us/states/ut/districts/senate/22.md
new file mode 100644
index 0000000000..0b15ee1de7
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 22"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 22
+
+State Senate district 22 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/23.md b/data/jurisdictions/us/states/ut/districts/senate/23.md
new file mode 100644
index 0000000000..7a9ed70061
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 23"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 23
+
+State Senate district 23 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/24.md b/data/jurisdictions/us/states/ut/districts/senate/24.md
new file mode 100644
index 0000000000..a8ff0f28c3
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 24"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 24
+
+State Senate district 24 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/25.md b/data/jurisdictions/us/states/ut/districts/senate/25.md
new file mode 100644
index 0000000000..ec29086fce
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 25"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 25
+
+State Senate district 25 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/26.md b/data/jurisdictions/us/states/ut/districts/senate/26.md
new file mode 100644
index 0000000000..4870d6d52c
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 26"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 26
+
+State Senate district 26 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/27.md b/data/jurisdictions/us/states/ut/districts/senate/27.md
new file mode 100644
index 0000000000..422c461d4a
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 27"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 27
+
+State Senate district 27 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/28.md b/data/jurisdictions/us/states/ut/districts/senate/28.md
new file mode 100644
index 0000000000..1c807b9a3a
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 28"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 28
+
+State Senate district 28 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/29.md b/data/jurisdictions/us/states/ut/districts/senate/29.md
new file mode 100644
index 0000000000..02bff6a321
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 29"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 29
+
+State Senate district 29 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/3.md b/data/jurisdictions/us/states/ut/districts/senate/3.md
new file mode 100644
index 0000000000..f822a31e80
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 3"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 3
+
+State Senate district 3 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/4.md b/data/jurisdictions/us/states/ut/districts/senate/4.md
new file mode 100644
index 0000000000..53e8605d35
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 4"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 4
+
+State Senate district 4 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/5.md b/data/jurisdictions/us/states/ut/districts/senate/5.md
new file mode 100644
index 0000000000..dba0ee2699
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 5"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 5
+
+State Senate district 5 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/6.md b/data/jurisdictions/us/states/ut/districts/senate/6.md
new file mode 100644
index 0000000000..20701bc867
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 6"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 6
+
+State Senate district 6 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/7.md b/data/jurisdictions/us/states/ut/districts/senate/7.md
new file mode 100644
index 0000000000..d0bbd2da93
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 7"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 7
+
+State Senate district 7 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/8.md b/data/jurisdictions/us/states/ut/districts/senate/8.md
new file mode 100644
index 0000000000..d81af3315d
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 8"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 8
+
+State Senate district 8 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/districts/senate/9.md b/data/jurisdictions/us/states/ut/districts/senate/9.md
new file mode 100644
index 0000000000..41492118ac
--- /dev/null
+++ b/data/jurisdictions/us/states/ut/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "UT Senate District 9"
+classification: state-senate-district
+state: "UT"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, ut]
+timestamp: "2026-07-03"
+---
+
+# UT Senate District 9
+
+State Senate district 9 (UT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/ut/people/andrew-stoddard.md b/data/jurisdictions/us/states/ut/people/andrew-stoddard.md
index 01eed4b526..6d8ef4a3c8 100644
--- a/data/jurisdictions/us/states/ut/people/andrew-stoddard.md
+++ b/data/jurisdictions/us/states/ut/people/andrew-stoddard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 40"
+represents: "us/states/ut/districts/house/40"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 40 (UT State House of Representatives District 40).
 
+Represents [UT State House of Representatives District 40](/us/states/ut/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/angela-romero.md b/data/jurisdictions/us/states/ut/people/angela-romero.md
index 96e6a8565c..9b4f3f2566 100644
--- a/data/jurisdictions/us/states/ut/people/angela-romero.md
+++ b/data/jurisdictions/us/states/ut/people/angela-romero.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 25"
+represents: "us/states/ut/districts/house/25"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 25 (UT State House of Representatives District 25).
 
+Represents [UT State House of Representatives District 25](/us/states/ut/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/ann-millner.md b/data/jurisdictions/us/states/ut/people/ann-millner.md
index 824b5ef04a..7dc9127351 100644
--- a/data/jurisdictions/us/states/ut/people/ann-millner.md
+++ b/data/jurisdictions/us/states/ut/people/ann-millner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 5"
+represents: "us/states/ut/districts/senate/5"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 5 (UT State Senate District 5).
 
+Represents [UT State Senate District 5](/us/states/ut/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/anthony-loubet.md b/data/jurisdictions/us/states/ut/people/anthony-loubet.md
index 73fe6f2613..421a082085 100644
--- a/data/jurisdictions/us/states/ut/people/anthony-loubet.md
+++ b/data/jurisdictions/us/states/ut/people/anthony-loubet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 27"
+represents: "us/states/ut/districts/house/27"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 27 (UT State House of Representatives District 27).
 
+Represents [UT State House of Representatives District 27](/us/states/ut/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/ariel-defay.md b/data/jurisdictions/us/states/ut/people/ariel-defay.md
index 4755767c19..5f1fd83bdc 100644
--- a/data/jurisdictions/us/states/ut/people/ariel-defay.md
+++ b/data/jurisdictions/us/states/ut/people/ariel-defay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 15"
+represents: "us/states/ut/districts/house/15"
 tenure:
   start: "2023-11-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 15 (UT State House of Representatives District 15).
 
+Represents [UT State House of Representatives District 15](/us/states/ut/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/ashlee-matthews.md b/data/jurisdictions/us/states/ut/people/ashlee-matthews.md
index 1aadae069d..b82fab1ada 100644
--- a/data/jurisdictions/us/states/ut/people/ashlee-matthews.md
+++ b/data/jurisdictions/us/states/ut/people/ashlee-matthews.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 37"
+represents: "us/states/ut/districts/house/37"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 37 (UT State House of Representatives District 37).
 
+Represents [UT State House of Representatives District 37](/us/states/ut/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/brady-brammer.md b/data/jurisdictions/us/states/ut/people/brady-brammer.md
index 6de5f6f045..3cf2346274 100644
--- a/data/jurisdictions/us/states/ut/people/brady-brammer.md
+++ b/data/jurisdictions/us/states/ut/people/brady-brammer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 21"
+represents: "us/states/ut/districts/senate/21"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 21 (UT State Senate District 21).
 
+Represents [UT State Senate District 21](/us/states/ut/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/bridger-bolinder.md b/data/jurisdictions/us/states/ut/people/bridger-bolinder.md
index 612ca217c4..7c4fbeb37a 100644
--- a/data/jurisdictions/us/states/ut/people/bridger-bolinder.md
+++ b/data/jurisdictions/us/states/ut/people/bridger-bolinder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 29"
+represents: "us/states/ut/districts/house/29"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 29 (UT State House of Representatives District 29).
 
+Represents [UT State House of Representatives District 29](/us/states/ut/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/cal-musselman.md b/data/jurisdictions/us/states/ut/people/cal-musselman.md
index 5f39e572c6..a27cac584b 100644
--- a/data/jurisdictions/us/states/ut/people/cal-musselman.md
+++ b/data/jurisdictions/us/states/ut/people/cal-musselman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 4"
+represents: "us/states/ut/districts/senate/4"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 4 (UT State Senate District 4).
 
+Represents [UT State Senate District 4](/us/states/ut/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/cal-roberts.md b/data/jurisdictions/us/states/ut/people/cal-roberts.md
index 70db7f0153..23a5df6ec6 100644
--- a/data/jurisdictions/us/states/ut/people/cal-roberts.md
+++ b/data/jurisdictions/us/states/ut/people/cal-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 46"
+represents: "us/states/ut/districts/house/46"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 46 (UT State House of Representatives District 46).
 
+Represents [UT State House of Representatives District 46](/us/states/ut/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/candice-pierucci.md b/data/jurisdictions/us/states/ut/people/candice-pierucci.md
index c4e26eb3a7..0cd8b6f8b1 100644
--- a/data/jurisdictions/us/states/ut/people/candice-pierucci.md
+++ b/data/jurisdictions/us/states/ut/people/candice-pierucci.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 49"
+represents: "us/states/ut/districts/house/49"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 49 (UT State House of Representatives District 49).
 
+Represents [UT State House of Representatives District 49](/us/states/ut/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/carl-albrecht.md b/data/jurisdictions/us/states/ut/people/carl-albrecht.md
index 56c7f23bbd..e203bf7755 100644
--- a/data/jurisdictions/us/states/ut/people/carl-albrecht.md
+++ b/data/jurisdictions/us/states/ut/people/carl-albrecht.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 70"
+represents: "us/states/ut/districts/house/70"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 70 (UT State House of Representatives District 70).
 
+Represents [UT State House of Representatives District 70](/us/states/ut/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/carol-moss.md b/data/jurisdictions/us/states/ut/people/carol-moss.md
index fe391e4159..e0acfef0b8 100644
--- a/data/jurisdictions/us/states/ut/people/carol-moss.md
+++ b/data/jurisdictions/us/states/ut/people/carol-moss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 34"
+represents: "us/states/ut/districts/house/34"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 34 (UT State House of Representatives District 34).
 
+Represents [UT State House of Representatives District 34](/us/states/ut/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/casey-snider.md b/data/jurisdictions/us/states/ut/people/casey-snider.md
index 354f48ca9f..199e92d5e4 100644
--- a/data/jurisdictions/us/states/ut/people/casey-snider.md
+++ b/data/jurisdictions/us/states/ut/people/casey-snider.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 5"
+represents: "us/states/ut/districts/house/5"
 tenure:
   start: "2018-10-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 5 (UT State House of Representatives District 5).
 
+Represents [UT State House of Representatives District 5](/us/states/ut/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/cheryl-acton.md b/data/jurisdictions/us/states/ut/people/cheryl-acton.md
index 6ff02476d1..cbf1b046dd 100644
--- a/data/jurisdictions/us/states/ut/people/cheryl-acton.md
+++ b/data/jurisdictions/us/states/ut/people/cheryl-acton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 38"
+represents: "us/states/ut/districts/house/38"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 38 (UT State House of Representatives District 38).
 
+Represents [UT State House of Representatives District 38](/us/states/ut/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/chris-wilson.md b/data/jurisdictions/us/states/ut/people/chris-wilson.md
index 9d5b18909b..1a7e5b6652 100644
--- a/data/jurisdictions/us/states/ut/people/chris-wilson.md
+++ b/data/jurisdictions/us/states/ut/people/chris-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 2"
+represents: "us/states/ut/districts/senate/2"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 2 (UT State Senate District 2).
 
+Represents [UT State Senate District 2](/us/states/ut/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/christine-watkins.md b/data/jurisdictions/us/states/ut/people/christine-watkins.md
index 16a931317e..452c0fe00f 100644
--- a/data/jurisdictions/us/states/ut/people/christine-watkins.md
+++ b/data/jurisdictions/us/states/ut/people/christine-watkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 67"
+represents: "us/states/ut/districts/house/67"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 67 (UT State House of Representatives District 67).
 
+Represents [UT State House of Representatives District 67](/us/states/ut/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/clint-okerlund.md b/data/jurisdictions/us/states/ut/people/clint-okerlund.md
index ffa9e3d8e9..764786065e 100644
--- a/data/jurisdictions/us/states/ut/people/clint-okerlund.md
+++ b/data/jurisdictions/us/states/ut/people/clint-okerlund.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 42"
+represents: "us/states/ut/districts/house/42"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 42 (UT State House of Representatives District 42).
 
+Represents [UT State House of Representatives District 42](/us/states/ut/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/colin-jack.md b/data/jurisdictions/us/states/ut/people/colin-jack.md
index 5a8b8dadee..5d12951e25 100644
--- a/data/jurisdictions/us/states/ut/people/colin-jack.md
+++ b/data/jurisdictions/us/states/ut/people/colin-jack.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 73"
+represents: "us/states/ut/districts/house/73"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 73 (UT State House of Representatives District 73).
 
+Represents [UT State House of Representatives District 73](/us/states/ut/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/cory-maloy.md b/data/jurisdictions/us/states/ut/people/cory-maloy.md
index 4f3ce3d2ce..90291a56b9 100644
--- a/data/jurisdictions/us/states/ut/people/cory-maloy.md
+++ b/data/jurisdictions/us/states/ut/people/cory-maloy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 52"
+represents: "us/states/ut/districts/house/52"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 52 (UT State House of Representatives District 52).
 
+Represents [UT State House of Representatives District 52](/us/states/ut/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/dan-mccay.md b/data/jurisdictions/us/states/ut/people/dan-mccay.md
index 563c7a42b1..47cba784af 100644
--- a/data/jurisdictions/us/states/ut/people/dan-mccay.md
+++ b/data/jurisdictions/us/states/ut/people/dan-mccay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 18"
+represents: "us/states/ut/districts/senate/18"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 18 (UT State Senate District 18).
 
+Represents [UT State Senate District 18](/us/states/ut/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/dave-shallenberger.md b/data/jurisdictions/us/states/ut/people/dave-shallenberger.md
index 2433ec8a6b..4ff55063ee 100644
--- a/data/jurisdictions/us/states/ut/people/dave-shallenberger.md
+++ b/data/jurisdictions/us/states/ut/people/dave-shallenberger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 58"
+represents: "us/states/ut/districts/house/58"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 58 (UT State House of Representatives District 58).
 
+Represents [UT State House of Representatives District 58](/us/states/ut/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/david-hinkins.md b/data/jurisdictions/us/states/ut/people/david-hinkins.md
index 63e4fd1349..e410ea05a2 100644
--- a/data/jurisdictions/us/states/ut/people/david-hinkins.md
+++ b/data/jurisdictions/us/states/ut/people/david-hinkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 26"
+represents: "us/states/ut/districts/senate/26"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 26 (UT State Senate District 26).
 
+Represents [UT State Senate District 26](/us/states/ut/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/derrin-owens.md b/data/jurisdictions/us/states/ut/people/derrin-owens.md
index d65c47b174..6ffe5fd36d 100644
--- a/data/jurisdictions/us/states/ut/people/derrin-owens.md
+++ b/data/jurisdictions/us/states/ut/people/derrin-owens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 27"
+represents: "us/states/ut/districts/senate/27"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 27 (UT State Senate District 27).
 
+Represents [UT State Senate District 27](/us/states/ut/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/don-ipson.md b/data/jurisdictions/us/states/ut/people/don-ipson.md
index 6f627beb28..aa43f33fe8 100644
--- a/data/jurisdictions/us/states/ut/people/don-ipson.md
+++ b/data/jurisdictions/us/states/ut/people/don-ipson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 29"
+represents: "us/states/ut/districts/senate/29"
 tenure:
   start: "2016-09-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 29 (UT State Senate District 29).
 
+Represents [UT State Senate District 29](/us/states/ut/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/doug-fiefia.md b/data/jurisdictions/us/states/ut/people/doug-fiefia.md
index 7e76045e72..1f307b6a6f 100644
--- a/data/jurisdictions/us/states/ut/people/doug-fiefia.md
+++ b/data/jurisdictions/us/states/ut/people/doug-fiefia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 48"
+represents: "us/states/ut/districts/house/48"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 48 (UT State House of Representatives District 48).
 
+Represents [UT State House of Representatives District 48](/us/states/ut/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/doug-owens.md b/data/jurisdictions/us/states/ut/people/doug-owens.md
index 129bb777e7..afe17e6916 100644
--- a/data/jurisdictions/us/states/ut/people/doug-owens.md
+++ b/data/jurisdictions/us/states/ut/people/doug-owens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 33"
+represents: "us/states/ut/districts/house/33"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 33 (UT State House of Representatives District 33).
 
+Represents [UT State House of Representatives District 33](/us/states/ut/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/doug-welton.md b/data/jurisdictions/us/states/ut/people/doug-welton.md
index 10aaabf346..52e26f2f3f 100644
--- a/data/jurisdictions/us/states/ut/people/doug-welton.md
+++ b/data/jurisdictions/us/states/ut/people/doug-welton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 65"
+represents: "us/states/ut/districts/house/65"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 65 (UT State House of Representatives District 65).
 
+Represents [UT State House of Representatives District 65](/us/states/ut/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/emily-buss.md b/data/jurisdictions/us/states/ut/people/emily-buss.md
index ef87b1782c..d7b49b0b6f 100644
--- a/data/jurisdictions/us/states/ut/people/emily-buss.md
+++ b/data/jurisdictions/us/states/ut/people/emily-buss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 11"
+represents: "us/states/ut/districts/senate/11"
 tenure:
   start: "2025-12-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 11 (UT State Senate District 11).
 
+Represents [UT State Senate District 11](/us/states/ut/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/evan-vickers.md b/data/jurisdictions/us/states/ut/people/evan-vickers.md
index ece6c2be09..fb5f0a548c 100644
--- a/data/jurisdictions/us/states/ut/people/evan-vickers.md
+++ b/data/jurisdictions/us/states/ut/people/evan-vickers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 28"
+represents: "us/states/ut/districts/senate/28"
 tenure:
   start: "2013-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 28 (UT State Senate District 28).
 
+Represents [UT State Senate District 28](/us/states/ut/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/grant-miller.md b/data/jurisdictions/us/states/ut/people/grant-miller.md
index da5134f1dd..3d973a8915 100644
--- a/data/jurisdictions/us/states/ut/people/grant-miller.md
+++ b/data/jurisdictions/us/states/ut/people/grant-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 24"
+represents: "us/states/ut/districts/house/24"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 24 (UT State House of Representatives District 24).
 
+Represents [UT State House of Representatives District 24](/us/states/ut/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/grant-pace.md b/data/jurisdictions/us/states/ut/people/grant-pace.md
index 365e8a03b9..3758ca098d 100644
--- a/data/jurisdictions/us/states/ut/people/grant-pace.md
+++ b/data/jurisdictions/us/states/ut/people/grant-pace.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 60"
+represents: "us/states/ut/districts/house/60"
 tenure:
   start: "2026-05-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 60 (UT State House of Representatives District 60).
 
+Represents [UT State House of Representatives District 60](/us/states/ut/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/heidi-balderree.md b/data/jurisdictions/us/states/ut/people/heidi-balderree.md
index 2af9e2e58f..83f1e185ff 100644
--- a/data/jurisdictions/us/states/ut/people/heidi-balderree.md
+++ b/data/jurisdictions/us/states/ut/people/heidi-balderree.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 22"
+represents: "us/states/ut/districts/senate/22"
 tenure:
   start: "2023-10-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 22 (UT State Senate District 22).
 
+Represents [UT State Senate District 22](/us/states/ut/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/hoang-nguyen.md b/data/jurisdictions/us/states/ut/people/hoang-nguyen.md
index 514d338cae..369f9aa8fd 100644
--- a/data/jurisdictions/us/states/ut/people/hoang-nguyen.md
+++ b/data/jurisdictions/us/states/ut/people/hoang-nguyen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 23"
+represents: "us/states/ut/districts/house/23"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 23 (UT State House of Representatives District 23).
 
+Represents [UT State House of Representatives District 23](/us/states/ut/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jackie-larson.md b/data/jurisdictions/us/states/ut/people/jackie-larson.md
index ed523cfbfa..2ea11a540d 100644
--- a/data/jurisdictions/us/states/ut/people/jackie-larson.md
+++ b/data/jurisdictions/us/states/ut/people/jackie-larson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 64"
+represents: "us/states/ut/districts/house/64"
 tenure:
   start: "2026-05-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 64 (UT State House of Representatives District 64).
 
+Represents [UT State House of Representatives District 64](/us/states/ut/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jake-fitisemanu.md b/data/jurisdictions/us/states/ut/people/jake-fitisemanu.md
index 6a59215d8f..639998e798 100644
--- a/data/jurisdictions/us/states/ut/people/jake-fitisemanu.md
+++ b/data/jurisdictions/us/states/ut/people/jake-fitisemanu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 30"
+represents: "us/states/ut/districts/house/30"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 30 (UT State House of Representatives District 30).
 
+Represents [UT State House of Representatives District 30](/us/states/ut/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jake-sawyer.md b/data/jurisdictions/us/states/ut/people/jake-sawyer.md
index 8b361ba3e0..72e4d5bc71 100644
--- a/data/jurisdictions/us/states/ut/people/jake-sawyer.md
+++ b/data/jurisdictions/us/states/ut/people/jake-sawyer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 9"
+represents: "us/states/ut/districts/house/9"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 9 (UT State House of Representatives District 9).
 
+Represents [UT State House of Representatives District 9](/us/states/ut/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jason-kyle.md b/data/jurisdictions/us/states/ut/people/jason-kyle.md
index c85712e943..dc0315220e 100644
--- a/data/jurisdictions/us/states/ut/people/jason-kyle.md
+++ b/data/jurisdictions/us/states/ut/people/jason-kyle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 8"
+represents: "us/states/ut/districts/house/8"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 8 (UT State House of Representatives District 8).
 
+Represents [UT State House of Representatives District 8](/us/states/ut/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jason-thompson.md b/data/jurisdictions/us/states/ut/people/jason-thompson.md
index ebd71178e1..4196afa81b 100644
--- a/data/jurisdictions/us/states/ut/people/jason-thompson.md
+++ b/data/jurisdictions/us/states/ut/people/jason-thompson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 3"
+represents: "us/states/ut/districts/house/3"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 3 (UT State House of Representatives District 3).
 
+Represents [UT State House of Representatives District 3](/us/states/ut/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jen-dailey-provost.md b/data/jurisdictions/us/states/ut/people/jen-dailey-provost.md
index f38c816d19..5b59f15f73 100644
--- a/data/jurisdictions/us/states/ut/people/jen-dailey-provost.md
+++ b/data/jurisdictions/us/states/ut/people/jen-dailey-provost.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 22"
+represents: "us/states/ut/districts/house/22"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 22 (UT State House of Representatives District 22).
 
+Represents [UT State House of Representatives District 22](/us/states/ut/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jen-plumb.md b/data/jurisdictions/us/states/ut/people/jen-plumb.md
index 10cc4ceab6..0fdf842007 100644
--- a/data/jurisdictions/us/states/ut/people/jen-plumb.md
+++ b/data/jurisdictions/us/states/ut/people/jen-plumb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 9"
+represents: "us/states/ut/districts/senate/9"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 9 (UT State Senate District 9).
 
+Represents [UT State Senate District 9](/us/states/ut/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jerry-stevenson.md b/data/jurisdictions/us/states/ut/people/jerry-stevenson.md
index 7d730ddbab..9b57bb65b8 100644
--- a/data/jurisdictions/us/states/ut/people/jerry-stevenson.md
+++ b/data/jurisdictions/us/states/ut/people/jerry-stevenson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 6"
+represents: "us/states/ut/districts/senate/6"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 6 (UT State Senate District 6).
 
+Represents [UT State Senate District 6](/us/states/ut/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jill-koford.md b/data/jurisdictions/us/states/ut/people/jill-koford.md
index 1f26801878..bebd03f3ea 100644
--- a/data/jurisdictions/us/states/ut/people/jill-koford.md
+++ b/data/jurisdictions/us/states/ut/people/jill-koford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 10"
+represents: "us/states/ut/districts/house/10"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 10 (UT State House of Representatives District 10).
 
+Represents [UT State House of Representatives District 10](/us/states/ut/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jim-dunnigan.md b/data/jurisdictions/us/states/ut/people/jim-dunnigan.md
index 99edc978d7..94f05b2d75 100644
--- a/data/jurisdictions/us/states/ut/people/jim-dunnigan.md
+++ b/data/jurisdictions/us/states/ut/people/jim-dunnigan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 36"
+represents: "us/states/ut/districts/house/36"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 36 (UT State House of Representatives District 36).
 
+Represents [UT State House of Representatives District 36](/us/states/ut/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/john-arthur.md b/data/jurisdictions/us/states/ut/people/john-arthur.md
index 88411062ba..5ff3b9f498 100644
--- a/data/jurisdictions/us/states/ut/people/john-arthur.md
+++ b/data/jurisdictions/us/states/ut/people/john-arthur.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 41"
+represents: "us/states/ut/districts/house/41"
 tenure:
   start: "2025-12-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 41 (UT State House of Representatives District 41).
 
+Represents [UT State House of Representatives District 41](/us/states/ut/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/john-johnson.md b/data/jurisdictions/us/states/ut/people/john-johnson.md
index 86ae6886be..f62dd2ed04 100644
--- a/data/jurisdictions/us/states/ut/people/john-johnson.md
+++ b/data/jurisdictions/us/states/ut/people/john-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 3"
+represents: "us/states/ut/districts/senate/3"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 3 (UT State Senate District 3).
 
+Represents [UT State Senate District 3](/us/states/ut/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jon-hawkins.md b/data/jurisdictions/us/states/ut/people/jon-hawkins.md
index c4e5b71cc9..665806913c 100644
--- a/data/jurisdictions/us/states/ut/people/jon-hawkins.md
+++ b/data/jurisdictions/us/states/ut/people/jon-hawkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 55"
+represents: "us/states/ut/districts/house/55"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 55 (UT State House of Representatives District 55).
 
+Represents [UT State House of Representatives District 55](/us/states/ut/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/jordan-teuscher.md b/data/jurisdictions/us/states/ut/people/jordan-teuscher.md
index 21a26b76d3..0f5c279eac 100644
--- a/data/jurisdictions/us/states/ut/people/jordan-teuscher.md
+++ b/data/jurisdictions/us/states/ut/people/jordan-teuscher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 44"
+represents: "us/states/ut/districts/house/44"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 44 (UT State House of Representatives District 44).
 
+Represents [UT State House of Representatives District 44](/us/states/ut/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/joseph-elison.md b/data/jurisdictions/us/states/ut/people/joseph-elison.md
index 59342b4ce2..be3022f25b 100644
--- a/data/jurisdictions/us/states/ut/people/joseph-elison.md
+++ b/data/jurisdictions/us/states/ut/people/joseph-elison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 72"
+represents: "us/states/ut/districts/house/72"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 72 (UT State House of Representatives District 72).
 
+Represents [UT State House of Representatives District 72](/us/states/ut/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/karen-kwan.md b/data/jurisdictions/us/states/ut/people/karen-kwan.md
index c0bce725b2..8501a20f6d 100644
--- a/data/jurisdictions/us/states/ut/people/karen-kwan.md
+++ b/data/jurisdictions/us/states/ut/people/karen-kwan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 12"
+represents: "us/states/ut/districts/senate/12"
 tenure:
   start: "2023-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 12 (UT State Senate District 12).
 
+Represents [UT State Senate District 12](/us/states/ut/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/karen-peterson.md b/data/jurisdictions/us/states/ut/people/karen-peterson.md
index c452b16065..bbba01ef2c 100644
--- a/data/jurisdictions/us/states/ut/people/karen-peterson.md
+++ b/data/jurisdictions/us/states/ut/people/karen-peterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 13"
+represents: "us/states/ut/districts/house/13"
 tenure:
   start: "2022-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 13 (UT State House of Representatives District 13).
 
+Represents [UT State House of Representatives District 13](/us/states/ut/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/karianne-lisonbee.md b/data/jurisdictions/us/states/ut/people/karianne-lisonbee.md
index 6992d76a6c..f7b0a95934 100644
--- a/data/jurisdictions/us/states/ut/people/karianne-lisonbee.md
+++ b/data/jurisdictions/us/states/ut/people/karianne-lisonbee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 14"
+represents: "us/states/ut/districts/house/14"
 tenure:
   start: "2017-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 14 (UT State House of Representatives District 14).
 
+Represents [UT State House of Representatives District 14](/us/states/ut/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/kathleen-riebe.md b/data/jurisdictions/us/states/ut/people/kathleen-riebe.md
index cadc7f270c..967c325469 100644
--- a/data/jurisdictions/us/states/ut/people/kathleen-riebe.md
+++ b/data/jurisdictions/us/states/ut/people/kathleen-riebe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 15"
+represents: "us/states/ut/districts/senate/15"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 15 (UT State Senate District 15).
 
+Represents [UT State Senate District 15](/us/states/ut/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/katy-hall.md b/data/jurisdictions/us/states/ut/people/katy-hall.md
index 5246254f2e..25acc5b62c 100644
--- a/data/jurisdictions/us/states/ut/people/katy-hall.md
+++ b/data/jurisdictions/us/states/ut/people/katy-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 11"
+represents: "us/states/ut/districts/house/11"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 11 (UT State House of Representatives District 11).
 
+Represents [UT State House of Representatives District 11](/us/states/ut/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/kay-christofferson.md b/data/jurisdictions/us/states/ut/people/kay-christofferson.md
index c8faa83597..faefedf43d 100644
--- a/data/jurisdictions/us/states/ut/people/kay-christofferson.md
+++ b/data/jurisdictions/us/states/ut/people/kay-christofferson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 53"
+represents: "us/states/ut/districts/house/53"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 53 (UT State House of Representatives District 53).
 
+Represents [UT State House of Representatives District 53](/us/states/ut/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/keith-grover.md b/data/jurisdictions/us/states/ut/people/keith-grover.md
index f6faeba755..41d499d322 100644
--- a/data/jurisdictions/us/states/ut/people/keith-grover.md
+++ b/data/jurisdictions/us/states/ut/people/keith-grover.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 23"
+represents: "us/states/ut/districts/senate/23"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 23 (UT State Senate District 23).
 
+Represents [UT State Senate District 23](/us/states/ut/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/ken-ivory.md b/data/jurisdictions/us/states/ut/people/ken-ivory.md
index 9d2cc7e2c0..90bb137197 100644
--- a/data/jurisdictions/us/states/ut/people/ken-ivory.md
+++ b/data/jurisdictions/us/states/ut/people/ken-ivory.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 39"
+represents: "us/states/ut/districts/house/39"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 39 (UT State House of Representatives District 39).
 
+Represents [UT State House of Representatives District 39](/us/states/ut/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/keven-stratton.md b/data/jurisdictions/us/states/ut/people/keven-stratton.md
index 1a6968feda..c990e3480b 100644
--- a/data/jurisdictions/us/states/ut/people/keven-stratton.md
+++ b/data/jurisdictions/us/states/ut/people/keven-stratton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 24"
+represents: "us/states/ut/districts/senate/24"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 24 (UT State Senate District 24).
 
+Represents [UT State Senate District 24](/us/states/ut/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/kirk-cullimore.md b/data/jurisdictions/us/states/ut/people/kirk-cullimore.md
index aa17c95354..0c973ae343 100644
--- a/data/jurisdictions/us/states/ut/people/kirk-cullimore.md
+++ b/data/jurisdictions/us/states/ut/people/kirk-cullimore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 19"
+represents: "us/states/ut/districts/senate/19"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 19 (UT State Senate District 19).
 
+Represents [UT State Senate District 19](/us/states/ut/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/kristen-chevrier.md b/data/jurisdictions/us/states/ut/people/kristen-chevrier.md
index 61f623b225..a60fedbbed 100644
--- a/data/jurisdictions/us/states/ut/people/kristen-chevrier.md
+++ b/data/jurisdictions/us/states/ut/people/kristen-chevrier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 54"
+represents: "us/states/ut/districts/house/54"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 54 (UT State House of Representatives District 54).
 
+Represents [UT State House of Representatives District 54](/us/states/ut/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/leah-hansen.md b/data/jurisdictions/us/states/ut/people/leah-hansen.md
index 2dfa2a3914..fb21f8ca1a 100644
--- a/data/jurisdictions/us/states/ut/people/leah-hansen.md
+++ b/data/jurisdictions/us/states/ut/people/leah-hansen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 51"
+represents: "us/states/ut/districts/house/51"
 tenure:
   start: "2025-08-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 51 (UT State House of Representatives District 51).
 
+Represents [UT State House of Representatives District 51](/us/states/ut/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/lincoln-fillmore.md b/data/jurisdictions/us/states/ut/people/lincoln-fillmore.md
index 8836d3c47e..3cba83abec 100644
--- a/data/jurisdictions/us/states/ut/people/lincoln-fillmore.md
+++ b/data/jurisdictions/us/states/ut/people/lincoln-fillmore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 17"
+represents: "us/states/ut/districts/senate/17"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 17 (UT State Senate District 17).
 
+Represents [UT State Senate District 17](/us/states/ut/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/lisa-shepherd.md b/data/jurisdictions/us/states/ut/people/lisa-shepherd.md
index 63b32e7364..1a9e91a51d 100644
--- a/data/jurisdictions/us/states/ut/people/lisa-shepherd.md
+++ b/data/jurisdictions/us/states/ut/people/lisa-shepherd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 61"
+represents: "us/states/ut/districts/house/61"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 61 (UT State House of Representatives District 61).
 
+Represents [UT State House of Representatives District 61](/us/states/ut/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/logan-monson.md b/data/jurisdictions/us/states/ut/people/logan-monson.md
index bbb7085969..a98d3aacc2 100644
--- a/data/jurisdictions/us/states/ut/people/logan-monson.md
+++ b/data/jurisdictions/us/states/ut/people/logan-monson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 69"
+represents: "us/states/ut/districts/house/69"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 69 (UT State House of Representatives District 69).
 
+Represents [UT State House of Representatives District 69](/us/states/ut/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/luz-escamilla.md b/data/jurisdictions/us/states/ut/people/luz-escamilla.md
index 6283c30074..5014e2b055 100644
--- a/data/jurisdictions/us/states/ut/people/luz-escamilla.md
+++ b/data/jurisdictions/us/states/ut/people/luz-escamilla.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 10"
+represents: "us/states/ut/districts/senate/10"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 10 (UT State Senate District 10).
 
+Represents [UT State Senate District 10](/us/states/ut/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/mark-strong.md b/data/jurisdictions/us/states/ut/people/mark-strong.md
index 594bdfd694..2a573c0c91 100644
--- a/data/jurisdictions/us/states/ut/people/mark-strong.md
+++ b/data/jurisdictions/us/states/ut/people/mark-strong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 47"
+represents: "us/states/ut/districts/house/47"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 47 (UT State House of Representatives District 47).
 
+Represents [UT State House of Representatives District 47](/us/states/ut/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/matt-macpherson.md b/data/jurisdictions/us/states/ut/people/matt-macpherson.md
index d2072e3803..58befcc5ac 100644
--- a/data/jurisdictions/us/states/ut/people/matt-macpherson.md
+++ b/data/jurisdictions/us/states/ut/people/matt-macpherson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 26"
+represents: "us/states/ut/districts/house/26"
 tenure:
   start: "2023-10-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 26 (UT State House of Representatives District 26).
 
+Represents [UT State House of Representatives District 26](/us/states/ut/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/melissa-ballard.md b/data/jurisdictions/us/states/ut/people/melissa-ballard.md
index 70ff4eb41f..099a18416f 100644
--- a/data/jurisdictions/us/states/ut/people/melissa-ballard.md
+++ b/data/jurisdictions/us/states/ut/people/melissa-ballard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 20"
+represents: "us/states/ut/districts/house/20"
 tenure:
   start: "2019-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 20 (UT State House of Representatives District 20).
 
+Represents [UT State House of Representatives District 20](/us/states/ut/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/mike-kohler.md b/data/jurisdictions/us/states/ut/people/mike-kohler.md
index 70e1d06fab..6d228046b9 100644
--- a/data/jurisdictions/us/states/ut/people/mike-kohler.md
+++ b/data/jurisdictions/us/states/ut/people/mike-kohler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 59"
+represents: "us/states/ut/districts/house/59"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 59 (UT State House of Representatives District 59).
 
+Represents [UT State House of Representatives District 59](/us/states/ut/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/mike-mckell.md b/data/jurisdictions/us/states/ut/people/mike-mckell.md
index 35cceb2e8c..eb2cf08aa2 100644
--- a/data/jurisdictions/us/states/ut/people/mike-mckell.md
+++ b/data/jurisdictions/us/states/ut/people/mike-mckell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 25"
+represents: "us/states/ut/districts/senate/25"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 25 (UT State Senate District 25).
 
+Represents [UT State Senate District 25](/us/states/ut/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/mike-petersen.md b/data/jurisdictions/us/states/ut/people/mike-petersen.md
index 78126925d2..cc752c75ce 100644
--- a/data/jurisdictions/us/states/ut/people/mike-petersen.md
+++ b/data/jurisdictions/us/states/ut/people/mike-petersen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 2"
+represents: "us/states/ut/districts/house/2"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 2 (UT State House of Representatives District 2).
 
+Represents [UT State House of Representatives District 2](/us/states/ut/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/mike-schultz.md b/data/jurisdictions/us/states/ut/people/mike-schultz.md
index 943200995b..07d46255ef 100644
--- a/data/jurisdictions/us/states/ut/people/mike-schultz.md
+++ b/data/jurisdictions/us/states/ut/people/mike-schultz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 12"
+represents: "us/states/ut/districts/house/12"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 12 (UT State House of Representatives District 12).
 
+Represents [UT State House of Representatives District 12](/us/states/ut/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/nate-blouin.md b/data/jurisdictions/us/states/ut/people/nate-blouin.md
index f1341cf3bd..3badd2dea0 100644
--- a/data/jurisdictions/us/states/ut/people/nate-blouin.md
+++ b/data/jurisdictions/us/states/ut/people/nate-blouin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 13"
+represents: "us/states/ut/districts/senate/13"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 13 (UT State Senate District 13).
 
+Represents [UT State Senate District 13](/us/states/ut/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/neil-walter.md b/data/jurisdictions/us/states/ut/people/neil-walter.md
index b29c4a66d5..c896ac50ae 100644
--- a/data/jurisdictions/us/states/ut/people/neil-walter.md
+++ b/data/jurisdictions/us/states/ut/people/neil-walter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 74"
+represents: "us/states/ut/districts/house/74"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 74 (UT State House of Representatives District 74).
 
+Represents [UT State House of Representatives District 74](/us/states/ut/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/nicholeen-peck.md b/data/jurisdictions/us/states/ut/people/nicholeen-peck.md
index 9bc521b827..7eac99ab9c 100644
--- a/data/jurisdictions/us/states/ut/people/nicholeen-peck.md
+++ b/data/jurisdictions/us/states/ut/people/nicholeen-peck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 28"
+represents: "us/states/ut/districts/house/28"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 28 (UT State House of Representatives District 28).
 
+Represents [UT State House of Representatives District 28](/us/states/ut/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/norm-thurston.md b/data/jurisdictions/us/states/ut/people/norm-thurston.md
index a1ab82415a..bfee171266 100644
--- a/data/jurisdictions/us/states/ut/people/norm-thurston.md
+++ b/data/jurisdictions/us/states/ut/people/norm-thurston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 62"
+represents: "us/states/ut/districts/house/62"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 62 (UT State House of Representatives District 62).
 
+Represents [UT State House of Representatives District 62](/us/states/ut/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/paul-cutler.md b/data/jurisdictions/us/states/ut/people/paul-cutler.md
index 819f2fff82..158e57dc2f 100644
--- a/data/jurisdictions/us/states/ut/people/paul-cutler.md
+++ b/data/jurisdictions/us/states/ut/people/paul-cutler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 18"
+represents: "us/states/ut/districts/house/18"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 18 (UT State House of Representatives District 18).
 
+Represents [UT State House of Representatives District 18](/us/states/ut/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/ray-ward.md b/data/jurisdictions/us/states/ut/people/ray-ward.md
index 504f2ca254..6427cf1330 100644
--- a/data/jurisdictions/us/states/ut/people/ray-ward.md
+++ b/data/jurisdictions/us/states/ut/people/ray-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 19"
+represents: "us/states/ut/districts/house/19"
 tenure:
   start: "2015-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 19 (UT State House of Representatives District 19).
 
+Represents [UT State House of Representatives District 19](/us/states/ut/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/rex-shipp.md b/data/jurisdictions/us/states/ut/people/rex-shipp.md
index b0102a76ad..063bc98f11 100644
--- a/data/jurisdictions/us/states/ut/people/rex-shipp.md
+++ b/data/jurisdictions/us/states/ut/people/rex-shipp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 71"
+represents: "us/states/ut/districts/house/71"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 71 (UT State House of Representatives District 71).
 
+Represents [UT State House of Representatives District 71](/us/states/ut/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/rob-bishop.md b/data/jurisdictions/us/states/ut/people/rob-bishop.md
index 10e0193a00..e1b3b39fe6 100644
--- a/data/jurisdictions/us/states/ut/people/rob-bishop.md
+++ b/data/jurisdictions/us/states/ut/people/rob-bishop.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 6"
+represents: "us/states/ut/districts/house/6"
 tenure:
   start: "2026-05-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 6 (UT State House of Representatives District 6).
 
+Represents [UT State House of Representatives District 6](/us/states/ut/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/ron-winterton.md b/data/jurisdictions/us/states/ut/people/ron-winterton.md
index e046a4285e..05d3aedb96 100644
--- a/data/jurisdictions/us/states/ut/people/ron-winterton.md
+++ b/data/jurisdictions/us/states/ut/people/ron-winterton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 20"
+represents: "us/states/ut/districts/senate/20"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 20 (UT State Senate District 20).
 
+Represents [UT State Senate District 20](/us/states/ut/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/rosalba-dominguez.md b/data/jurisdictions/us/states/ut/people/rosalba-dominguez.md
index 367655c62d..e18f67184d 100644
--- a/data/jurisdictions/us/states/ut/people/rosalba-dominguez.md
+++ b/data/jurisdictions/us/states/ut/people/rosalba-dominguez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 35"
+represents: "us/states/ut/districts/house/35"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 35 (UT State House of Representatives District 35).
 
+Represents [UT State House of Representatives District 35](/us/states/ut/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/ryan-wilcox.md b/data/jurisdictions/us/states/ut/people/ryan-wilcox.md
index f6f5d20f78..1fb909864c 100644
--- a/data/jurisdictions/us/states/ut/people/ryan-wilcox.md
+++ b/data/jurisdictions/us/states/ut/people/ryan-wilcox.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 7"
+represents: "us/states/ut/districts/house/7"
 tenure:
   start: "2021-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 7 (UT State House of Representatives District 7).
 
+Represents [UT State House of Representatives District 7](/us/states/ut/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/sahara-hayes.md b/data/jurisdictions/us/states/ut/people/sahara-hayes.md
index 38ce788406..8270cc9392 100644
--- a/data/jurisdictions/us/states/ut/people/sahara-hayes.md
+++ b/data/jurisdictions/us/states/ut/people/sahara-hayes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 32"
+represents: "us/states/ut/districts/house/32"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 32 (UT State House of Representatives District 32).
 
+Represents [UT State House of Representatives District 32](/us/states/ut/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/sandra-hollins.md b/data/jurisdictions/us/states/ut/people/sandra-hollins.md
index f58730eab4..63bf5bf2de 100644
--- a/data/jurisdictions/us/states/ut/people/sandra-hollins.md
+++ b/data/jurisdictions/us/states/ut/people/sandra-hollins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 21"
+represents: "us/states/ut/districts/house/21"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 21 (UT State House of Representatives District 21).
 
+Represents [UT State House of Representatives District 21](/us/states/ut/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/scott-chew.md b/data/jurisdictions/us/states/ut/people/scott-chew.md
index ba12cb51d5..366a1f5cde 100644
--- a/data/jurisdictions/us/states/ut/people/scott-chew.md
+++ b/data/jurisdictions/us/states/ut/people/scott-chew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 68"
+represents: "us/states/ut/districts/house/68"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 68 (UT State House of Representatives District 68).
 
+Represents [UT State House of Representatives District 68](/us/states/ut/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/scott-sandall.md b/data/jurisdictions/us/states/ut/people/scott-sandall.md
index db1a0f3560..b793174e36 100644
--- a/data/jurisdictions/us/states/ut/people/scott-sandall.md
+++ b/data/jurisdictions/us/states/ut/people/scott-sandall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 1"
+represents: "us/states/ut/districts/senate/1"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 1 (UT State Senate District 1).
 
+Represents [UT State Senate District 1](/us/states/ut/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/stephanie-gricius.md b/data/jurisdictions/us/states/ut/people/stephanie-gricius.md
index 856c78e44b..86fedd8dc6 100644
--- a/data/jurisdictions/us/states/ut/people/stephanie-gricius.md
+++ b/data/jurisdictions/us/states/ut/people/stephanie-gricius.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 50"
+represents: "us/states/ut/districts/house/50"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 50 (UT State House of Representatives District 50).
 
+Represents [UT State House of Representatives District 50](/us/states/ut/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/stephanie-pitcher.md b/data/jurisdictions/us/states/ut/people/stephanie-pitcher.md
index 8df3643a88..f737bf8760 100644
--- a/data/jurisdictions/us/states/ut/people/stephanie-pitcher.md
+++ b/data/jurisdictions/us/states/ut/people/stephanie-pitcher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 14"
+represents: "us/states/ut/districts/senate/14"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 14 (UT State Senate District 14).
 
+Represents [UT State Senate District 14](/us/states/ut/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/stephen-whyte.md b/data/jurisdictions/us/states/ut/people/stephen-whyte.md
index f73d24b747..86867818b5 100644
--- a/data/jurisdictions/us/states/ut/people/stephen-whyte.md
+++ b/data/jurisdictions/us/states/ut/people/stephen-whyte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 63"
+represents: "us/states/ut/districts/house/63"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 63 (UT State House of Representatives District 63).
 
+Represents [UT State House of Representatives District 63](/us/states/ut/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/steve-eliason.md b/data/jurisdictions/us/states/ut/people/steve-eliason.md
index 69d66caece..f1b8e53334 100644
--- a/data/jurisdictions/us/states/ut/people/steve-eliason.md
+++ b/data/jurisdictions/us/states/ut/people/steve-eliason.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 43"
+represents: "us/states/ut/districts/house/43"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 43 (UT State House of Representatives District 43).
 
+Represents [UT State House of Representatives District 43](/us/states/ut/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/stewart-barlow.md b/data/jurisdictions/us/states/ut/people/stewart-barlow.md
index 4b553c49a1..1e71ed4559 100644
--- a/data/jurisdictions/us/states/ut/people/stewart-barlow.md
+++ b/data/jurisdictions/us/states/ut/people/stewart-barlow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 17"
+represents: "us/states/ut/districts/house/17"
 tenure:
   start: "2011-09-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 17 (UT State House of Representatives District 17).
 
+Represents [UT State House of Representatives District 17](/us/states/ut/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/stuart-adams.md b/data/jurisdictions/us/states/ut/people/stuart-adams.md
index 8a12233b33..efdd619f5a 100644
--- a/data/jurisdictions/us/states/ut/people/stuart-adams.md
+++ b/data/jurisdictions/us/states/ut/people/stuart-adams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 7"
+represents: "us/states/ut/districts/senate/7"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 7 (UT State Senate District 7).
 
+Represents [UT State Senate District 7](/us/states/ut/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/tiara-auxier.md b/data/jurisdictions/us/states/ut/people/tiara-auxier.md
index 998d33caaf..0af56b4fca 100644
--- a/data/jurisdictions/us/states/ut/people/tiara-auxier.md
+++ b/data/jurisdictions/us/states/ut/people/tiara-auxier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 4"
+represents: "us/states/ut/districts/house/4"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 4 (UT State House of Representatives District 4).
 
+Represents [UT State House of Representatives District 4](/us/states/ut/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/todd-weiler.md b/data/jurisdictions/us/states/ut/people/todd-weiler.md
index 12ff254710..9cb6df7320 100644
--- a/data/jurisdictions/us/states/ut/people/todd-weiler.md
+++ b/data/jurisdictions/us/states/ut/people/todd-weiler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 8"
+represents: "us/states/ut/districts/senate/8"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 8 (UT State Senate District 8).
 
+Represents [UT State Senate District 8](/us/states/ut/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/tom-peterson.md b/data/jurisdictions/us/states/ut/people/tom-peterson.md
index 2b02d29fc0..8119e1e315 100644
--- a/data/jurisdictions/us/states/ut/people/tom-peterson.md
+++ b/data/jurisdictions/us/states/ut/people/tom-peterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 1"
+represents: "us/states/ut/districts/house/1"
 tenure:
   start: "2022-09-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 1 (UT State House of Representatives District 1).
 
+Represents [UT State House of Representatives District 1](/us/states/ut/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/tracy-miller.md b/data/jurisdictions/us/states/ut/people/tracy-miller.md
index 4de908b01b..e1f59c5a77 100644
--- a/data/jurisdictions/us/states/ut/people/tracy-miller.md
+++ b/data/jurisdictions/us/states/ut/people/tracy-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 45"
+represents: "us/states/ut/districts/house/45"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 45 (UT State House of Representatives District 45).
 
+Represents [UT State House of Representatives District 45](/us/states/ut/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/trevor-lee.md b/data/jurisdictions/us/states/ut/people/trevor-lee.md
index 0d46ce0e43..189cd6ed1c 100644
--- a/data/jurisdictions/us/states/ut/people/trevor-lee.md
+++ b/data/jurisdictions/us/states/ut/people/trevor-lee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 16"
+represents: "us/states/ut/districts/house/16"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 16 (UT State House of Representatives District 16).
 
+Represents [UT State House of Representatives District 16](/us/states/ut/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/troy-shelley.md b/data/jurisdictions/us/states/ut/people/troy-shelley.md
index d529c09ec7..0097665a74 100644
--- a/data/jurisdictions/us/states/ut/people/troy-shelley.md
+++ b/data/jurisdictions/us/states/ut/people/troy-shelley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 66"
+represents: "us/states/ut/districts/house/66"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 66 (UT State House of Representatives District 66).
 
+Represents [UT State House of Representatives District 66](/us/states/ut/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/val-peterson.md b/data/jurisdictions/us/states/ut/people/val-peterson.md
index ba23c790a5..c86e72d168 100644
--- a/data/jurisdictions/us/states/ut/people/val-peterson.md
+++ b/data/jurisdictions/us/states/ut/people/val-peterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 56"
+represents: "us/states/ut/districts/house/56"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 56 (UT State House of Representatives District 56).
 
+Represents [UT State House of Representatives District 56](/us/states/ut/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/verona-mauga.md b/data/jurisdictions/us/states/ut/people/verona-mauga.md
index 49710a106d..a9fce40f00 100644
--- a/data/jurisdictions/us/states/ut/people/verona-mauga.md
+++ b/data/jurisdictions/us/states/ut/people/verona-mauga.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 31"
+represents: "us/states/ut/districts/house/31"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 31 (UT State House of Representatives District 31).
 
+Represents [UT State House of Representatives District 31](/us/states/ut/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/walt-brooks.md b/data/jurisdictions/us/states/ut/people/walt-brooks.md
index d6d75cdf2f..feac1a666e 100644
--- a/data/jurisdictions/us/states/ut/people/walt-brooks.md
+++ b/data/jurisdictions/us/states/ut/people/walt-brooks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State House of Representatives District 75"
+represents: "us/states/ut/districts/house/75"
 tenure:
   start: "2016-09-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT House District 75 (UT State House of Representatives District 75).
 
+Represents [UT State House of Representatives District 75](/us/states/ut/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/ut/people/wayne-harper.md b/data/jurisdictions/us/states/ut/people/wayne-harper.md
index fc3e9cfecf..29a24ce627 100644
--- a/data/jurisdictions/us/states/ut/people/wayne-harper.md
+++ b/data/jurisdictions/us/states/ut/people/wayne-harper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "UT"
 district: "UT State Senate District 16"
+represents: "us/states/ut/districts/senate/16"
 tenure:
   start: "2023-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current UT Senate District 16 (UT State Senate District 16).
 
+Represents [UT State Senate District 16](/us/states/ut/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/counties/accomack/index.md b/data/jurisdictions/us/states/va/counties/accomack/index.md
index 5d8d916c01..5efb59f529 100644
--- a/data/jurisdictions/us/states/va/counties/accomack/index.md
+++ b/data/jurisdictions/us/states/va/counties/accomack/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 81
   hispanic: 3649
   bachelors_plus: 7384
+districts:
+  - to: "us/states/va/districts/02"
+    rel: in-district
+    area_weight: 0.449
+  - to: "us/states/va/districts/senate/20"
+    rel: in-district
+    area_weight: 0.4292
+  - to: "us/states/va/districts/house/100"
+    rel: in-district
+    area_weight: 0.4292
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 3649 |
 | Bachelor's or higher | 7384 |
 
+## Districts
+
+- [VA-02](/us/states/va/districts/02.md) — 45% (congressional)
+- [VA Senate District 20](/us/states/va/districts/senate/20.md) — 43% (state senate)
+- [VA House District 100](/us/states/va/districts/house/100.md) — 43% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/albemarle/index.md b/data/jurisdictions/us/states/va/counties/albemarle/index.md
index 530fcc3542..781dabc31f 100644
--- a/data/jurisdictions/us/states/va/counties/albemarle/index.md
+++ b/data/jurisdictions/us/states/va/counties/albemarle/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 399
   hispanic: 8647
   bachelors_plus: 73129
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.9865
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.0123
+  - to: "us/states/va/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/55"
+    rel: in-district
+    area_weight: 0.9718
+  - to: "us/states/va/districts/house/54"
+    rel: in-district
+    area_weight: 0.0281
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 8647 |
 | Bachelor's or higher | 73129 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 99% (congressional)
+- [VA-07](/us/states/va/districts/07.md) — 1% (congressional)
+- [VA Senate District 11](/us/states/va/districts/senate/11.md) — 100% (state senate)
+- [VA House District 55](/us/states/va/districts/house/55.md) — 97% (state house)
+- [VA House District 54](/us/states/va/districts/house/54.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/alexandria-city/index.md b/data/jurisdictions/us/states/va/counties/alexandria-city/index.md
index 7b25835cef..cc991613b1 100644
--- a/data/jurisdictions/us/states/va/counties/alexandria-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/alexandria-city/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1887
   hispanic: 29519
   bachelors_plus: 130281
+districts:
+  - to: "us/states/va/districts/08"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/va/districts/senate/39"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/va/districts/house/5"
+    rel: in-district
+    area_weight: 0.5804
+  - to: "us/states/va/districts/house/4"
+    rel: in-district
+    area_weight: 0.2243
+  - to: "us/states/va/districts/house/3"
+    rel: in-district
+    area_weight: 0.1932
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 29519 |
 | Bachelor's or higher | 130281 |
 
+## Districts
+
+- [VA-08](/us/states/va/districts/08.md) — 100% (congressional)
+- [VA Senate District 39](/us/states/va/districts/senate/39.md) — 100% (state senate)
+- [VA House District 5](/us/states/va/districts/house/5.md) — 58% (state house)
+- [VA House District 4](/us/states/va/districts/house/4.md) — 22% (state house)
+- [VA House District 3](/us/states/va/districts/house/3.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/alleghany/index.md b/data/jurisdictions/us/states/va/counties/alleghany/index.md
index 63e217d177..6306088d7f 100644
--- a/data/jurisdictions/us/states/va/counties/alleghany/index.md
+++ b/data/jurisdictions/us/states/va/counties/alleghany/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 237
   bachelors_plus: 2314
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/va/districts/house/37"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 237 |
 | Bachelor's or higher | 2314 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 100% (state senate)
+- [VA House District 37](/us/states/va/districts/house/37.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/amelia/index.md b/data/jurisdictions/us/states/va/counties/amelia/index.md
index d4b04920c7..328d345adb 100644
--- a/data/jurisdictions/us/states/va/counties/amelia/index.md
+++ b/data/jurisdictions/us/states/va/counties/amelia/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 528
   bachelors_plus: 2270
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.9952
+  - to: "us/states/va/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/va/districts/house/72"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 528 |
 | Bachelor's or higher | 2270 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 10](/us/states/va/districts/senate/10.md) — 100% (state senate)
+- [VA House District 72](/us/states/va/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/amherst/index.md b/data/jurisdictions/us/states/va/counties/amherst/index.md
index e058f1df68..af7fdddd56 100644
--- a/data/jurisdictions/us/states/va/counties/amherst/index.md
+++ b/data/jurisdictions/us/states/va/counties/amherst/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 67
   hispanic: 926
   bachelors_plus: 7606
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/va/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/va/districts/house/53"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 926 |
 | Bachelor's or higher | 7606 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 11](/us/states/va/districts/senate/11.md) — 100% (state senate)
+- [VA House District 53](/us/states/va/districts/house/53.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/appomattox/index.md b/data/jurisdictions/us/states/va/counties/appomattox/index.md
index 43840902f3..aebbd48e00 100644
--- a/data/jurisdictions/us/states/va/counties/appomattox/index.md
+++ b/data/jurisdictions/us/states/va/counties/appomattox/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 399
   bachelors_plus: 2760
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/va/districts/house/56"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 399 |
 | Bachelor's or higher | 2760 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 10](/us/states/va/districts/senate/10.md) — 100% (state senate)
+- [VA House District 56](/us/states/va/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/arlington/index.md b/data/jurisdictions/us/states/va/counties/arlington/index.md
index f71a4690e7..405ae52dac 100644
--- a/data/jurisdictions/us/states/va/counties/arlington/index.md
+++ b/data/jurisdictions/us/states/va/counties/arlington/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 1476
   hispanic: 37572
   bachelors_plus: 206673
+districts:
+  - to: "us/states/va/districts/08"
+    rel: in-district
+    area_weight: 0.9928
+  - to: "us/states/va/districts/senate/40"
+    rel: in-district
+    area_weight: 0.8709
+  - to: "us/states/va/districts/senate/39"
+    rel: in-district
+    area_weight: 0.1239
+  - to: "us/states/va/districts/house/1"
+    rel: in-district
+    area_weight: 0.444
+  - to: "us/states/va/districts/house/2"
+    rel: in-district
+    area_weight: 0.3342
+  - to: "us/states/va/districts/house/3"
+    rel: in-district
+    area_weight: 0.2164
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 37572 |
 | Bachelor's or higher | 206673 |
 
+## Districts
+
+- [VA-08](/us/states/va/districts/08.md) — 99% (congressional)
+- [VA Senate District 40](/us/states/va/districts/senate/40.md) — 87% (state senate)
+- [VA Senate District 39](/us/states/va/districts/senate/39.md) — 12% (state senate)
+- [VA House District 1](/us/states/va/districts/house/1.md) — 44% (state house)
+- [VA House District 2](/us/states/va/districts/house/2.md) — 33% (state house)
+- [VA House District 3](/us/states/va/districts/house/3.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/augusta/index.md b/data/jurisdictions/us/states/va/counties/augusta/index.md
index 37854ca5d7..8739cc5358 100644
--- a/data/jurisdictions/us/states/va/counties/augusta/index.md
+++ b/data/jurisdictions/us/states/va/counties/augusta/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 93
   hispanic: 3132
   bachelors_plus: 19539
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/va/districts/senate/2"
+    rel: in-district
+    area_weight: 0.7582
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 0.2417
+  - to: "us/states/va/districts/house/35"
+    rel: in-district
+    area_weight: 0.7582
+  - to: "us/states/va/districts/house/36"
+    rel: in-district
+    area_weight: 0.2417
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3132 |
 | Bachelor's or higher | 19539 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 2](/us/states/va/districts/senate/2.md) — 76% (state senate)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 24% (state senate)
+- [VA House District 35](/us/states/va/districts/house/35.md) — 76% (state house)
+- [VA House District 36](/us/states/va/districts/house/36.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/bath/index.md b/data/jurisdictions/us/states/va/counties/bath/index.md
index 7511e4e48e..6fbfccd7a6 100644
--- a/data/jurisdictions/us/states/va/counties/bath/index.md
+++ b/data/jurisdictions/us/states/va/counties/bath/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 125
   bachelors_plus: 735
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/va/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/va/districts/house/35"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 125 |
 | Bachelor's or higher | 735 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 2](/us/states/va/districts/senate/2.md) — 100% (state senate)
+- [VA House District 35](/us/states/va/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/bedford/index.md b/data/jurisdictions/us/states/va/counties/bedford/index.md
index b41ee4f734..49f47a012b 100644
--- a/data/jurisdictions/us/states/va/counties/bedford/index.md
+++ b/data/jurisdictions/us/states/va/counties/bedford/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 160
   hispanic: 2283
   bachelors_plus: 27797
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.8612
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.1351
+  - to: "us/states/va/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/va/districts/house/51"
+    rel: in-district
+    area_weight: 0.5218
+  - to: "us/states/va/districts/house/53"
+    rel: in-district
+    area_weight: 0.4778
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 2283 |
 | Bachelor's or higher | 27797 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 86% (congressional)
+- [VA-05](/us/states/va/districts/05.md) — 14% (congressional)
+- [VA Senate District 8](/us/states/va/districts/senate/8.md) — 100% (state senate)
+- [VA House District 51](/us/states/va/districts/house/51.md) — 52% (state house)
+- [VA House District 53](/us/states/va/districts/house/53.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/bland/index.md b/data/jurisdictions/us/states/va/counties/bland/index.md
index 18e6bf5576..b44bfd63cd 100644
--- a/data/jurisdictions/us/states/va/counties/bland/index.md
+++ b/data/jurisdictions/us/states/va/counties/bland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 73
   bachelors_plus: 1165
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/43"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 73 |
 | Bachelor's or higher | 1165 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 5](/us/states/va/districts/senate/5.md) — 100% (state senate)
+- [VA House District 43](/us/states/va/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/botetourt/index.md b/data/jurisdictions/us/states/va/counties/botetourt/index.md
index d4dbd7b7ca..37df57f253 100644
--- a/data/jurisdictions/us/states/va/counties/botetourt/index.md
+++ b/data/jurisdictions/us/states/va/counties/botetourt/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 70
   hispanic: 850
   bachelors_plus: 10096
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/37"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 850 |
 | Bachelor's or higher | 10096 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 100% (state senate)
+- [VA House District 37](/us/states/va/districts/house/37.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/bristol-city/index.md b/data/jurisdictions/us/states/va/counties/bristol-city/index.md
index 707c52342b..d6265c2c2b 100644
--- a/data/jurisdictions/us/states/va/counties/bristol-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/bristol-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 465
   bachelors_plus: 4177
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/va/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/va/districts/house/44"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 465 |
 | Bachelor's or higher | 4177 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 6](/us/states/va/districts/senate/6.md) — 100% (state senate)
+- [VA House District 44](/us/states/va/districts/house/44.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/brunswick/index.md b/data/jurisdictions/us/states/va/counties/brunswick/index.md
index a00324aa66..c6c0ecf0cd 100644
--- a/data/jurisdictions/us/states/va/counties/brunswick/index.md
+++ b/data/jurisdictions/us/states/va/counties/brunswick/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 60
   hispanic: 456
   bachelors_plus: 2739
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/va/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/83"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 456 |
 | Bachelor's or higher | 2739 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 100% (congressional)
+- [VA Senate District 17](/us/states/va/districts/senate/17.md) — 100% (state senate)
+- [VA House District 83](/us/states/va/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/buchanan/index.md b/data/jurisdictions/us/states/va/counties/buchanan/index.md
index d95d49ad4c..96774b117b 100644
--- a/data/jurisdictions/us/states/va/counties/buchanan/index.md
+++ b/data/jurisdictions/us/states/va/counties/buchanan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 213
   bachelors_plus: 2522
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/va/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/va/districts/house/43"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 213 |
 | Bachelor's or higher | 2522 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 6](/us/states/va/districts/senate/6.md) — 100% (state senate)
+- [VA House District 43](/us/states/va/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/buckingham/index.md b/data/jurisdictions/us/states/va/counties/buckingham/index.md
index d3652a22d8..846651d889 100644
--- a/data/jurisdictions/us/states/va/counties/buckingham/index.md
+++ b/data/jurisdictions/us/states/va/counties/buckingham/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 447
   bachelors_plus: 2419
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/56"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 447 |
 | Bachelor's or higher | 2419 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 10](/us/states/va/districts/senate/10.md) — 100% (state senate)
+- [VA House District 56](/us/states/va/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/buena-vista-city/index.md b/data/jurisdictions/us/states/va/counties/buena-vista-city/index.md
index d97829edb9..d08510a844 100644
--- a/data/jurisdictions/us/states/va/counties/buena-vista-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/buena-vista-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 83
   hispanic: 15
   bachelors_plus: 1339
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/37"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 15 |
 | Bachelor's or higher | 1339 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 100% (state senate)
+- [VA House District 37](/us/states/va/districts/house/37.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/campbell/index.md b/data/jurisdictions/us/states/va/counties/campbell/index.md
index 8b5e5e9b88..fb9be6771f 100644
--- a/data/jurisdictions/us/states/va/counties/campbell/index.md
+++ b/data/jurisdictions/us/states/va/counties/campbell/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 18
   hispanic: 1924
   bachelors_plus: 13892
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/51"
+    rel: in-district
+    area_weight: 0.9899
+  - to: "us/states/va/districts/house/52"
+    rel: in-district
+    area_weight: 0.0099
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1924 |
 | Bachelor's or higher | 13892 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 8](/us/states/va/districts/senate/8.md) — 100% (state senate)
+- [VA House District 51](/us/states/va/districts/house/51.md) — 99% (state house)
+- [VA House District 52](/us/states/va/districts/house/52.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/caroline/index.md b/data/jurisdictions/us/states/va/counties/caroline/index.md
index 135ffbf11c..826aff3cde 100644
--- a/data/jurisdictions/us/states/va/counties/caroline/index.md
+++ b/data/jurisdictions/us/states/va/counties/caroline/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 96
   hispanic: 2464
   bachelors_plus: 6801
+districts:
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.9925
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/67"
+    rel: in-district
+    area_weight: 0.6227
+  - to: "us/states/va/districts/house/66"
+    rel: in-district
+    area_weight: 0.3768
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2464 |
 | Bachelor's or higher | 6801 |
 
+## Districts
+
+- [VA-07](/us/states/va/districts/07.md) — 99% (congressional)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 100% (state senate)
+- [VA House District 67](/us/states/va/districts/house/67.md) — 62% (state house)
+- [VA House District 66](/us/states/va/districts/house/66.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/carroll/index.md b/data/jurisdictions/us/states/va/counties/carroll/index.md
index 83715afaf9..ed638d76fb 100644
--- a/data/jurisdictions/us/states/va/counties/carroll/index.md
+++ b/data/jurisdictions/us/states/va/counties/carroll/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 49
   hispanic: 1191
   bachelors_plus: 4921
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/47"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1191 |
 | Bachelor's or higher | 4921 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 7](/us/states/va/districts/senate/7.md) — 100% (state senate)
+- [VA House District 47](/us/states/va/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/charles-city/index.md b/data/jurisdictions/us/states/va/counties/charles-city/index.md
index 48bd059f31..50a1535a75 100644
--- a/data/jurisdictions/us/states/va/counties/charles-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/charles-city/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 367
   hispanic: 138
   bachelors_plus: 1198
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.9687
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.0107
+  - to: "us/states/va/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9799
+  - to: "us/states/va/districts/house/81"
+    rel: in-district
+    area_weight: 0.9798
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 138 |
 | Bachelor's or higher | 1198 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 97% (congressional)
+- [VA-01](/us/states/va/districts/01.md) — 1% (congressional)
+- [VA Senate District 13](/us/states/va/districts/senate/13.md) — 98% (state senate)
+- [VA House District 81](/us/states/va/districts/house/81.md) — 98% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/charlotte/index.md b/data/jurisdictions/us/states/va/counties/charlotte/index.md
index 8e93d54567..4da5864236 100644
--- a/data/jurisdictions/us/states/va/counties/charlotte/index.md
+++ b/data/jurisdictions/us/states/va/counties/charlotte/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 295
   bachelors_plus: 2343
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/9"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/50"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 295 |
 | Bachelor's or higher | 2343 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 9](/us/states/va/districts/senate/9.md) — 100% (state senate)
+- [VA House District 50](/us/states/va/districts/house/50.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/charlottesville-city/index.md b/data/jurisdictions/us/states/va/counties/charlottesville-city/index.md
index a34957822b..613a0613b4 100644
--- a/data/jurisdictions/us/states/va/counties/charlottesville-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/charlottesville-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 30
   hispanic: 3132
   bachelors_plus: 28510
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/11"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/54"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3132 |
 | Bachelor's or higher | 28510 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 11](/us/states/va/districts/senate/11.md) — 100% (state senate)
+- [VA House District 54](/us/states/va/districts/house/54.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/chesapeake-city/index.md b/data/jurisdictions/us/states/va/counties/chesapeake-city/index.md
index f474b5bed9..b253e3ddff 100644
--- a/data/jurisdictions/us/states/va/counties/chesapeake-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/chesapeake-city/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 557
   hispanic: 20969
   bachelors_plus: 82424
+districts:
+  - to: "us/states/va/districts/02"
+    rel: in-district
+    area_weight: 0.8618
+  - to: "us/states/va/districts/03"
+    rel: in-district
+    area_weight: 0.1377
+  - to: "us/states/va/districts/senate/19"
+    rel: in-district
+    area_weight: 0.8053
+  - to: "us/states/va/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1938
+  - to: "us/states/va/districts/house/90"
+    rel: in-district
+    area_weight: 0.5319
+  - to: "us/states/va/districts/house/89"
+    rel: in-district
+    area_weight: 0.3475
+  - to: "us/states/va/districts/house/91"
+    rel: in-district
+    area_weight: 0.1033
+  - to: "us/states/va/districts/house/92"
+    rel: in-district
+    area_weight: 0.0169
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 20969 |
 | Bachelor's or higher | 82424 |
 
+## Districts
+
+- [VA-02](/us/states/va/districts/02.md) — 86% (congressional)
+- [VA-03](/us/states/va/districts/03.md) — 14% (congressional)
+- [VA Senate District 19](/us/states/va/districts/senate/19.md) — 81% (state senate)
+- [VA Senate District 18](/us/states/va/districts/senate/18.md) — 19% (state senate)
+- [VA House District 90](/us/states/va/districts/house/90.md) — 53% (state house)
+- [VA House District 89](/us/states/va/districts/house/89.md) — 35% (state house)
+- [VA House District 91](/us/states/va/districts/house/91.md) — 10% (state house)
+- [VA House District 92](/us/states/va/districts/house/92.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/chesterfield/index.md b/data/jurisdictions/us/states/va/counties/chesterfield/index.md
index eb859a7005..d9e9dbf8dd 100644
--- a/data/jurisdictions/us/states/va/counties/chesterfield/index.md
+++ b/data/jurisdictions/us/states/va/counties/chesterfield/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 1276
   hispanic: 44796
   bachelors_plus: 155630
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.5107
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.4861
+  - to: "us/states/va/districts/senate/12"
+    rel: in-district
+    area_weight: 0.7211
+  - to: "us/states/va/districts/senate/15"
+    rel: in-district
+    area_weight: 0.2783
+  - to: "us/states/va/districts/house/73"
+    rel: in-district
+    area_weight: 0.3552
+  - to: "us/states/va/districts/house/74"
+    rel: in-district
+    area_weight: 0.3087
+  - to: "us/states/va/districts/house/75"
+    rel: in-district
+    area_weight: 0.1278
+  - to: "us/states/va/districts/house/76"
+    rel: in-district
+    area_weight: 0.0984
+  - to: "us/states/va/districts/house/72"
+    rel: in-district
+    area_weight: 0.0434
+  - to: "us/states/va/districts/house/77"
+    rel: in-district
+    area_weight: 0.0364
+  - to: "us/states/va/districts/house/81"
+    rel: in-district
+    area_weight: 0.03
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 44796 |
 | Bachelor's or higher | 155630 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 51% (congressional)
+- [VA-04](/us/states/va/districts/04.md) — 49% (congressional)
+- [VA Senate District 12](/us/states/va/districts/senate/12.md) — 72% (state senate)
+- [VA Senate District 15](/us/states/va/districts/senate/15.md) — 28% (state senate)
+- [VA House District 73](/us/states/va/districts/house/73.md) — 36% (state house)
+- [VA House District 74](/us/states/va/districts/house/74.md) — 31% (state house)
+- [VA House District 75](/us/states/va/districts/house/75.md) — 13% (state house)
+- [VA House District 76](/us/states/va/districts/house/76.md) — 10% (state house)
+- [VA House District 72](/us/states/va/districts/house/72.md) — 4% (state house)
+- [VA House District 77](/us/states/va/districts/house/77.md) — 4% (state house)
+- [VA House District 81](/us/states/va/districts/house/81.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/clarke/index.md b/data/jurisdictions/us/states/va/counties/clarke/index.md
index 5a780c9b4c..7dbe2554c4 100644
--- a/data/jurisdictions/us/states/va/counties/clarke/index.md
+++ b/data/jurisdictions/us/states/va/counties/clarke/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 48
   hispanic: 1184
   bachelors_plus: 6167
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/va/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/31"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1184 |
 | Bachelor's or higher | 6167 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 1](/us/states/va/districts/senate/1.md) — 100% (state senate)
+- [VA House District 31](/us/states/va/districts/house/31.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/colonial-heights-city/index.md b/data/jurisdictions/us/states/va/counties/colonial-heights-city/index.md
index 3b7436b32a..545bdb84f8 100644
--- a/data/jurisdictions/us/states/va/counties/colonial-heights-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/colonial-heights-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 150
   hispanic: 1528
   bachelors_plus: 4817
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9959
+  - to: "us/states/va/districts/house/74"
+    rel: in-district
+    area_weight: 0.9961
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1528 |
 | Bachelor's or higher | 4817 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 100% (congressional)
+- [VA Senate District 12](/us/states/va/districts/senate/12.md) — 100% (state senate)
+- [VA House District 74](/us/states/va/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/covington-city/index.md b/data/jurisdictions/us/states/va/counties/covington-city/index.md
index 925ed294bb..7092b9ce8e 100644
--- a/data/jurisdictions/us/states/va/counties/covington-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/covington-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 202
   bachelors_plus: 526
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/37"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 202 |
 | Bachelor's or higher | 526 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 100% (state senate)
+- [VA House District 37](/us/states/va/districts/house/37.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/craig/index.md b/data/jurisdictions/us/states/va/counties/craig/index.md
index b5586a6aac..b3ec033413 100644
--- a/data/jurisdictions/us/states/va/counties/craig/index.md
+++ b/data/jurisdictions/us/states/va/counties/craig/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 72
   bachelors_plus: 934
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9968
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/va/districts/house/37"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 72 |
 | Bachelor's or higher | 934 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 100% (state senate)
+- [VA House District 37](/us/states/va/districts/house/37.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/culpeper/index.md b/data/jurisdictions/us/states/va/counties/culpeper/index.md
index 19476f4ac7..a4fb9fe1bf 100644
--- a/data/jurisdictions/us/states/va/counties/culpeper/index.md
+++ b/data/jurisdictions/us/states/va/counties/culpeper/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 154
   hispanic: 8473
   bachelors_plus: 13388
+districts:
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.9961
+  - to: "us/states/va/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/62"
+    rel: in-district
+    area_weight: 0.6722
+  - to: "us/states/va/districts/house/61"
+    rel: in-district
+    area_weight: 0.3276
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 8473 |
 | Bachelor's or higher | 13388 |
 
+## Districts
+
+- [VA-07](/us/states/va/districts/07.md) — 100% (congressional)
+- [VA Senate District 28](/us/states/va/districts/senate/28.md) — 100% (state senate)
+- [VA House District 62](/us/states/va/districts/house/62.md) — 67% (state house)
+- [VA House District 61](/us/states/va/districts/house/61.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/cumberland/index.md b/data/jurisdictions/us/states/va/counties/cumberland/index.md
index 07203f8a5e..0d366d88e6 100644
--- a/data/jurisdictions/us/states/va/counties/cumberland/index.md
+++ b/data/jurisdictions/us/states/va/counties/cumberland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 201
   bachelors_plus: 2103
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/56"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 201 |
 | Bachelor's or higher | 2103 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 10](/us/states/va/districts/senate/10.md) — 100% (state senate)
+- [VA House District 56](/us/states/va/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/danville-city/index.md b/data/jurisdictions/us/states/va/counties/danville-city/index.md
index 69e4f63e70..c8b64267ff 100644
--- a/data/jurisdictions/us/states/va/counties/danville-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/danville-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 31
   hispanic: 2348
   bachelors_plus: 8128
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/49"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2348 |
 | Bachelor's or higher | 8128 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 9](/us/states/va/districts/senate/9.md) — 100% (state senate)
+- [VA House District 49](/us/states/va/districts/house/49.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/dickenson/index.md b/data/jurisdictions/us/states/va/counties/dickenson/index.md
index 75a9c07e52..e169f4967d 100644
--- a/data/jurisdictions/us/states/va/counties/dickenson/index.md
+++ b/data/jurisdictions/us/states/va/counties/dickenson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 30
   hispanic: 101
   bachelors_plus: 1290
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/va/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/va/districts/house/43"
+    rel: in-district
+    area_weight: 0.7801
+  - to: "us/states/va/districts/house/45"
+    rel: in-district
+    area_weight: 0.2193
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 101 |
 | Bachelor's or higher | 1290 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 6](/us/states/va/districts/senate/6.md) — 100% (state senate)
+- [VA House District 43](/us/states/va/districts/house/43.md) — 78% (state house)
+- [VA House District 45](/us/states/va/districts/house/45.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/dinwiddie/index.md b/data/jurisdictions/us/states/va/counties/dinwiddie/index.md
index 3474e86e0c..98379fda2b 100644
--- a/data/jurisdictions/us/states/va/counties/dinwiddie/index.md
+++ b/data/jurisdictions/us/states/va/counties/dinwiddie/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 7
   hispanic: 1236
   bachelors_plus: 5286
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.9975
+  - to: "us/states/va/districts/senate/13"
+    rel: in-district
+    area_weight: 0.5103
+  - to: "us/states/va/districts/senate/17"
+    rel: in-district
+    area_weight: 0.4894
+  - to: "us/states/va/districts/house/82"
+    rel: in-district
+    area_weight: 0.7892
+  - to: "us/states/va/districts/house/83"
+    rel: in-district
+    area_weight: 0.2105
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1236 |
 | Bachelor's or higher | 5286 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 100% (congressional)
+- [VA Senate District 13](/us/states/va/districts/senate/13.md) — 51% (state senate)
+- [VA Senate District 17](/us/states/va/districts/senate/17.md) — 49% (state senate)
+- [VA House District 82](/us/states/va/districts/house/82.md) — 79% (state house)
+- [VA House District 83](/us/states/va/districts/house/83.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/emporia-city/index.md b/data/jurisdictions/us/states/va/counties/emporia-city/index.md
index 9a848cf23e..a342405df1 100644
--- a/data/jurisdictions/us/states/va/counties/emporia-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/emporia-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 436
   bachelors_plus: 797
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/83"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 436 |
 | Bachelor's or higher | 797 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 100% (congressional)
+- [VA Senate District 17](/us/states/va/districts/senate/17.md) — 100% (state senate)
+- [VA House District 83](/us/states/va/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/essex/index.md b/data/jurisdictions/us/states/va/counties/essex/index.md
index 08bf1cd510..ed13b71d71 100644
--- a/data/jurisdictions/us/states/va/counties/essex/index.md
+++ b/data/jurisdictions/us/states/va/counties/essex/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 11
   hispanic: 488
   bachelors_plus: 1854
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.9212
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.0059
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9271
+  - to: "us/states/va/districts/house/68"
+    rel: in-district
+    area_weight: 0.9268
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 488 |
 | Bachelor's or higher | 1854 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 92% (congressional)
+- [VA-07](/us/states/va/districts/07.md) — 1% (congressional)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 93% (state senate)
+- [VA House District 68](/us/states/va/districts/house/68.md) — 93% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/fairfax-city/index.md b/data/jurisdictions/us/states/va/counties/fairfax-city/index.md
index e809e98c85..dd7616ca81 100644
--- a/data/jurisdictions/us/states/va/counties/fairfax-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/fairfax-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 61
   hispanic: 4728
   bachelors_plus: 15004
+districts:
+  - to: "us/states/va/districts/11"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/37"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/va/districts/house/11"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4728 |
 | Bachelor's or higher | 15004 |
 
+## Districts
+
+- [VA-11](/us/states/va/districts/11.md) — 100% (congressional)
+- [VA Senate District 37](/us/states/va/districts/senate/37.md) — 100% (state senate)
+- [VA House District 11](/us/states/va/districts/house/11.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/fairfax/index.md b/data/jurisdictions/us/states/va/counties/fairfax/index.md
index 1ea5eba925..2a695bb403 100644
--- a/data/jurisdictions/us/states/va/counties/fairfax/index.md
+++ b/data/jurisdictions/us/states/va/counties/fairfax/index.md
@@ -22,9 +22,87 @@ demographics:
   race_native: 5846
   hispanic: 202057
   bachelors_plus: 774272
+districts:
+  - to: "us/states/va/districts/11"
+    rel: in-district
+    area_weight: 0.6087
+  - to: "us/states/va/districts/08"
+    rel: in-district
+    area_weight: 0.2822
+  - to: "us/states/va/districts/10"
+    rel: in-district
+    area_weight: 0.1069
+  - to: "us/states/va/districts/senate/36"
+    rel: in-district
+    area_weight: 0.2382
+  - to: "us/states/va/districts/senate/38"
+    rel: in-district
+    area_weight: 0.2198
+  - to: "us/states/va/districts/senate/34"
+    rel: in-district
+    area_weight: 0.2075
+  - to: "us/states/va/districts/senate/35"
+    rel: in-district
+    area_weight: 0.127
+  - to: "us/states/va/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0995
+  - to: "us/states/va/districts/senate/33"
+    rel: in-district
+    area_weight: 0.0895
+  - to: "us/states/va/districts/senate/39"
+    rel: in-district
+    area_weight: 0.0068
+  - to: "us/states/va/districts/house/6"
+    rel: in-district
+    area_weight: 0.1499
+  - to: "us/states/va/districts/house/10"
+    rel: in-district
+    area_weight: 0.1187
+  - to: "us/states/va/districts/house/9"
+    rel: in-district
+    area_weight: 0.103
+  - to: "us/states/va/districts/house/19"
+    rel: in-district
+    area_weight: 0.0878
+  - to: "us/states/va/districts/house/15"
+    rel: in-district
+    area_weight: 0.0862
+  - to: "us/states/va/districts/house/7"
+    rel: in-district
+    area_weight: 0.0689
+  - to: "us/states/va/districts/house/18"
+    rel: in-district
+    area_weight: 0.0659
+  - to: "us/states/va/districts/house/16"
+    rel: in-district
+    area_weight: 0.0586
+  - to: "us/states/va/districts/house/14"
+    rel: in-district
+    area_weight: 0.0469
+  - to: "us/states/va/districts/house/12"
+    rel: in-district
+    area_weight: 0.0444
+  - to: "us/states/va/districts/house/17"
+    rel: in-district
+    area_weight: 0.0426
+  - to: "us/states/va/districts/house/8"
+    rel: in-district
+    area_weight: 0.0411
+  - to: "us/states/va/districts/house/11"
+    rel: in-district
+    area_weight: 0.0364
+  - to: "us/states/va/districts/house/13"
+    rel: in-district
+    area_weight: 0.0309
+  - to: "us/states/va/districts/house/4"
+    rel: in-district
+    area_weight: 0.0067
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +134,35 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 202057 |
 | Bachelor's or higher | 774272 |
 
+## Districts
+
+- [VA-11](/us/states/va/districts/11.md) — 61% (congressional)
+- [VA-08](/us/states/va/districts/08.md) — 28% (congressional)
+- [VA-10](/us/states/va/districts/10.md) — 11% (congressional)
+- [VA Senate District 36](/us/states/va/districts/senate/36.md) — 24% (state senate)
+- [VA Senate District 38](/us/states/va/districts/senate/38.md) — 22% (state senate)
+- [VA Senate District 34](/us/states/va/districts/senate/34.md) — 21% (state senate)
+- [VA Senate District 35](/us/states/va/districts/senate/35.md) — 13% (state senate)
+- [VA Senate District 37](/us/states/va/districts/senate/37.md) — 10% (state senate)
+- [VA Senate District 33](/us/states/va/districts/senate/33.md) — 9% (state senate)
+- [VA Senate District 39](/us/states/va/districts/senate/39.md) — 1% (state senate)
+- [VA House District 6](/us/states/va/districts/house/6.md) — 15% (state house)
+- [VA House District 10](/us/states/va/districts/house/10.md) — 12% (state house)
+- [VA House District 9](/us/states/va/districts/house/9.md) — 10% (state house)
+- [VA House District 19](/us/states/va/districts/house/19.md) — 9% (state house)
+- [VA House District 15](/us/states/va/districts/house/15.md) — 9% (state house)
+- [VA House District 7](/us/states/va/districts/house/7.md) — 7% (state house)
+- [VA House District 18](/us/states/va/districts/house/18.md) — 7% (state house)
+- [VA House District 16](/us/states/va/districts/house/16.md) — 6% (state house)
+- [VA House District 14](/us/states/va/districts/house/14.md) — 5% (state house)
+- [VA House District 12](/us/states/va/districts/house/12.md) — 4% (state house)
+- [VA House District 17](/us/states/va/districts/house/17.md) — 4% (state house)
+- [VA House District 8](/us/states/va/districts/house/8.md) — 4% (state house)
+- [VA House District 11](/us/states/va/districts/house/11.md) — 4% (state house)
+- [VA House District 13](/us/states/va/districts/house/13.md) — 3% (state house)
+- [VA House District 4](/us/states/va/districts/house/4.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/falls-church-city/index.md b/data/jurisdictions/us/states/va/counties/falls-church-city/index.md
index a6b351b30d..cbc046a078 100644
--- a/data/jurisdictions/us/states/va/counties/falls-church-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/falls-church-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 1587
   bachelors_plus: 13423
+districts:
+  - to: "us/states/va/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/37"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/13"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1587 |
 | Bachelor's or higher | 13423 |
 
+## Districts
+
+- [VA-08](/us/states/va/districts/08.md) — 100% (congressional)
+- [VA Senate District 37](/us/states/va/districts/senate/37.md) — 100% (state senate)
+- [VA House District 13](/us/states/va/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/fauquier/index.md b/data/jurisdictions/us/states/va/counties/fauquier/index.md
index 4bcd3fc098..dc57c96d4b 100644
--- a/data/jurisdictions/us/states/va/counties/fauquier/index.md
+++ b/data/jurisdictions/us/states/va/counties/fauquier/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 156
   hispanic: 9257
   bachelors_plus: 29805
+districts:
+  - to: "us/states/va/districts/10"
+    rel: in-district
+    area_weight: 0.9962
+  - to: "us/states/va/districts/senate/31"
+    rel: in-district
+    area_weight: 0.5609
+  - to: "us/states/va/districts/senate/28"
+    rel: in-district
+    area_weight: 0.439
+  - to: "us/states/va/districts/house/61"
+    rel: in-district
+    area_weight: 0.5689
+  - to: "us/states/va/districts/house/30"
+    rel: in-district
+    area_weight: 0.4309
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 9257 |
 | Bachelor's or higher | 29805 |
 
+## Districts
+
+- [VA-10](/us/states/va/districts/10.md) — 100% (congressional)
+- [VA Senate District 31](/us/states/va/districts/senate/31.md) — 56% (state senate)
+- [VA Senate District 28](/us/states/va/districts/senate/28.md) — 44% (state senate)
+- [VA House District 61](/us/states/va/districts/house/61.md) — 57% (state house)
+- [VA House District 30](/us/states/va/districts/house/30.md) — 43% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/floyd/index.md b/data/jurisdictions/us/states/va/counties/floyd/index.md
index b660047dc7..ef494a73fe 100644
--- a/data/jurisdictions/us/states/va/counties/floyd/index.md
+++ b/data/jurisdictions/us/states/va/counties/floyd/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 469
   bachelors_plus: 3927
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/va/districts/house/47"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 469 |
 | Bachelor's or higher | 3927 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 7](/us/states/va/districts/senate/7.md) — 100% (state senate)
+- [VA House District 47](/us/states/va/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/fluvanna/index.md b/data/jurisdictions/us/states/va/counties/fluvanna/index.md
index cda3c843b3..1e29f176df 100644
--- a/data/jurisdictions/us/states/va/counties/fluvanna/index.md
+++ b/data/jurisdictions/us/states/va/counties/fluvanna/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 56
   hispanic: 1288
   bachelors_plus: 10505
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/10"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/56"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1288 |
 | Bachelor's or higher | 10505 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 10](/us/states/va/districts/senate/10.md) — 100% (state senate)
+- [VA House District 56](/us/states/va/districts/house/56.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/franklin-city/index.md b/data/jurisdictions/us/states/va/counties/franklin-city/index.md
index d021473d44..331d4b3808 100644
--- a/data/jurisdictions/us/states/va/counties/franklin-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/franklin-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 261
   bachelors_plus: 2118
+districts:
+  - to: "us/states/va/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/84"
+    rel: in-district
+    area_weight: 0.9982
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 261 |
 | Bachelor's or higher | 2118 |
 
+## Districts
+
+- [VA-02](/us/states/va/districts/02.md) — 100% (congressional)
+- [VA Senate District 17](/us/states/va/districts/senate/17.md) — 100% (state senate)
+- [VA House District 84](/us/states/va/districts/house/84.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/franklin/index.md b/data/jurisdictions/us/states/va/counties/franklin/index.md
index eb76cbe569..2ceb80aa46 100644
--- a/data/jurisdictions/us/states/va/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/va/counties/franklin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 247
   hispanic: 2062
   bachelors_plus: 13726
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/va/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/39"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2062 |
 | Bachelor's or higher | 13726 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 7](/us/states/va/districts/senate/7.md) — 100% (state senate)
+- [VA House District 39](/us/states/va/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/frederick/index.md b/data/jurisdictions/us/states/va/counties/frederick/index.md
index ba32f426d7..7ac97fd06d 100644
--- a/data/jurisdictions/us/states/va/counties/frederick/index.md
+++ b/data/jurisdictions/us/states/va/counties/frederick/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 554
   hispanic: 11843
   bachelors_plus: 29727
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/va/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/va/districts/house/32"
+    rel: in-district
+    area_weight: 0.8227
+  - to: "us/states/va/districts/house/31"
+    rel: in-district
+    area_weight: 0.1765
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 11843 |
 | Bachelor's or higher | 29727 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 1](/us/states/va/districts/senate/1.md) — 100% (state senate)
+- [VA House District 32](/us/states/va/districts/house/32.md) — 82% (state house)
+- [VA House District 31](/us/states/va/districts/house/31.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/fredericksburg-city/index.md b/data/jurisdictions/us/states/va/counties/fredericksburg-city/index.md
index 9876e5d454..54835d17a5 100644
--- a/data/jurisdictions/us/states/va/counties/fredericksburg-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/fredericksburg-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 34
   hispanic: 3628
   bachelors_plus: 11610
+districts:
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/27"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/va/districts/house/65"
+    rel: in-district
+    area_weight: 0.9974
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3628 |
 | Bachelor's or higher | 11610 |
 
+## Districts
+
+- [VA-07](/us/states/va/districts/07.md) — 100% (congressional)
+- [VA Senate District 27](/us/states/va/districts/senate/27.md) — 100% (state senate)
+- [VA House District 65](/us/states/va/districts/house/65.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/galax-city/index.md b/data/jurisdictions/us/states/va/counties/galax-city/index.md
index 44d9dae191..a9c8f3cb7c 100644
--- a/data/jurisdictions/us/states/va/counties/galax-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/galax-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 950
   bachelors_plus: 1178
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/7"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/47"
+    rel: in-district
+    area_weight: 0.999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 950 |
 | Bachelor's or higher | 1178 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 7](/us/states/va/districts/senate/7.md) — 100% (state senate)
+- [VA House District 47](/us/states/va/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/giles/index.md b/data/jurisdictions/us/states/va/counties/giles/index.md
index c1a1d60a71..a414301053 100644
--- a/data/jurisdictions/us/states/va/counties/giles/index.md
+++ b/data/jurisdictions/us/states/va/counties/giles/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 291
   bachelors_plus: 3203
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/va/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/va/districts/house/42"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 291 |
 | Bachelor's or higher | 3203 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 5](/us/states/va/districts/senate/5.md) — 100% (state senate)
+- [VA House District 42](/us/states/va/districts/house/42.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/gloucester/index.md b/data/jurisdictions/us/states/va/counties/gloucester/index.md
index e78677dda5..4c205edeba 100644
--- a/data/jurisdictions/us/states/va/counties/gloucester/index.md
+++ b/data/jurisdictions/us/states/va/counties/gloucester/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 72
   hispanic: 1680
   bachelors_plus: 10144
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.8794
+  - to: "us/states/va/districts/senate/26"
+    rel: in-district
+    area_weight: 0.8619
+  - to: "us/states/va/districts/house/68"
+    rel: in-district
+    area_weight: 0.8324
+  - to: "us/states/va/districts/house/69"
+    rel: in-district
+    area_weight: 0.0298
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1680 |
 | Bachelor's or higher | 10144 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 88% (congressional)
+- [VA Senate District 26](/us/states/va/districts/senate/26.md) — 86% (state senate)
+- [VA House District 68](/us/states/va/districts/house/68.md) — 83% (state house)
+- [VA House District 69](/us/states/va/districts/house/69.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/goochland/index.md b/data/jurisdictions/us/states/va/counties/goochland/index.md
index 4ca5e2ba85..c729e6bf83 100644
--- a/data/jurisdictions/us/states/va/counties/goochland/index.md
+++ b/data/jurisdictions/us/states/va/counties/goochland/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 16
   hispanic: 1004
   bachelors_plus: 13312
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/va/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/56"
+    rel: in-district
+    area_weight: 0.8262
+  - to: "us/states/va/districts/house/57"
+    rel: in-district
+    area_weight: 0.173
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1004 |
 | Bachelor's or higher | 13312 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 10](/us/states/va/districts/senate/10.md) — 100% (state senate)
+- [VA House District 56](/us/states/va/districts/house/56.md) — 83% (state house)
+- [VA House District 57](/us/states/va/districts/house/57.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/grayson/index.md b/data/jurisdictions/us/states/va/counties/grayson/index.md
index 36304d4db2..b43d3483d4 100644
--- a/data/jurisdictions/us/states/va/counties/grayson/index.md
+++ b/data/jurisdictions/us/states/va/counties/grayson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 641
   bachelors_plus: 2398
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/va/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/va/districts/house/46"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 641 |
 | Bachelor's or higher | 2398 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 7](/us/states/va/districts/senate/7.md) — 100% (state senate)
+- [VA House District 46](/us/states/va/districts/house/46.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/greene/index.md b/data/jurisdictions/us/states/va/counties/greene/index.md
index ed56928ec7..5c534bdb9e 100644
--- a/data/jurisdictions/us/states/va/counties/greene/index.md
+++ b/data/jurisdictions/us/states/va/counties/greene/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 8
   hispanic: 1578
   bachelors_plus: 6475
+districts:
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.9884
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.0098
+  - to: "us/states/va/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/va/districts/house/62"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1578 |
 | Bachelor's or higher | 6475 |
 
+## Districts
+
+- [VA-07](/us/states/va/districts/07.md) — 99% (congressional)
+- [VA-06](/us/states/va/districts/06.md) — 1% (congressional)
+- [VA Senate District 28](/us/states/va/districts/senate/28.md) — 100% (state senate)
+- [VA House District 62](/us/states/va/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/greensville/index.md b/data/jurisdictions/us/states/va/counties/greensville/index.md
index 5c3b449e4c..69aed6509b 100644
--- a/data/jurisdictions/us/states/va/counties/greensville/index.md
+++ b/data/jurisdictions/us/states/va/counties/greensville/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 18
   hispanic: 325
   bachelors_plus: 1541
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/va/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/va/districts/house/83"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 325 |
 | Bachelor's or higher | 1541 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 100% (congressional)
+- [VA Senate District 17](/us/states/va/districts/senate/17.md) — 100% (state senate)
+- [VA House District 83](/us/states/va/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/halifax/index.md b/data/jurisdictions/us/states/va/counties/halifax/index.md
index 1978438b27..1ffc7bf456 100644
--- a/data/jurisdictions/us/states/va/counties/halifax/index.md
+++ b/data/jurisdictions/us/states/va/counties/halifax/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 31
   hispanic: 885
   bachelors_plus: 6698
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/9"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/50"
+    rel: in-district
+    area_weight: 0.5239
+  - to: "us/states/va/districts/house/49"
+    rel: in-district
+    area_weight: 0.4759
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 885 |
 | Bachelor's or higher | 6698 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 9](/us/states/va/districts/senate/9.md) — 100% (state senate)
+- [VA House District 50](/us/states/va/districts/house/50.md) — 52% (state house)
+- [VA House District 49](/us/states/va/districts/house/49.md) — 48% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/hampton-city/index.md b/data/jurisdictions/us/states/va/counties/hampton-city/index.md
index 9e7d272166..c7cd7e1d8a 100644
--- a/data/jurisdictions/us/states/va/counties/hampton-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/hampton-city/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 418
   hispanic: 9447
   bachelors_plus: 36966
+districts:
+  - to: "us/states/va/districts/03"
+    rel: in-district
+    area_weight: 0.4269
+  - to: "us/states/va/districts/senate/23"
+    rel: in-district
+    area_weight: 0.4294
+  - to: "us/states/va/districts/house/87"
+    rel: in-district
+    area_weight: 0.2153
+  - to: "us/states/va/districts/house/86"
+    rel: in-district
+    area_weight: 0.2142
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 9447 |
 | Bachelor's or higher | 36966 |
 
+## Districts
+
+- [VA-03](/us/states/va/districts/03.md) — 43% (congressional)
+- [VA Senate District 23](/us/states/va/districts/senate/23.md) — 43% (state senate)
+- [VA House District 87](/us/states/va/districts/house/87.md) — 22% (state house)
+- [VA House District 86](/us/states/va/districts/house/86.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/hanover/index.md b/data/jurisdictions/us/states/va/counties/hanover/index.md
index 4cc6bea4b3..b4c013cece 100644
--- a/data/jurisdictions/us/states/va/counties/hanover/index.md
+++ b/data/jurisdictions/us/states/va/counties/hanover/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 167
   hispanic: 4474
   bachelors_plus: 46492
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.5137
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.4788
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.0065
+  - to: "us/states/va/districts/senate/10"
+    rel: in-district
+    area_weight: 0.6687
+  - to: "us/states/va/districts/senate/26"
+    rel: in-district
+    area_weight: 0.3306
+  - to: "us/states/va/districts/house/59"
+    rel: in-district
+    area_weight: 0.6197
+  - to: "us/states/va/districts/house/60"
+    rel: in-district
+    area_weight: 0.3797
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 4474 |
 | Bachelor's or higher | 46492 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 51% (congressional)
+- [VA-05](/us/states/va/districts/05.md) — 48% (congressional)
+- [VA-07](/us/states/va/districts/07.md) — 1% (congressional)
+- [VA Senate District 10](/us/states/va/districts/senate/10.md) — 67% (state senate)
+- [VA Senate District 26](/us/states/va/districts/senate/26.md) — 33% (state senate)
+- [VA House District 59](/us/states/va/districts/house/59.md) — 62% (state house)
+- [VA House District 60](/us/states/va/districts/house/60.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/harrisonburg-city/index.md b/data/jurisdictions/us/states/va/counties/harrisonburg-city/index.md
index a99ad89422..6f380418df 100644
--- a/data/jurisdictions/us/states/va/counties/harrisonburg-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/harrisonburg-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 271
   hispanic: 12119
   bachelors_plus: 14450
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/2"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/34"
+    rel: in-district
+    area_weight: 0.9989
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12119 |
 | Bachelor's or higher | 14450 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 2](/us/states/va/districts/senate/2.md) — 100% (state senate)
+- [VA House District 34](/us/states/va/districts/house/34.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/henrico/index.md b/data/jurisdictions/us/states/va/counties/henrico/index.md
index 0c1fd08c17..500b4d2467 100644
--- a/data/jurisdictions/us/states/va/counties/henrico/index.md
+++ b/data/jurisdictions/us/states/va/counties/henrico/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 745
   hispanic: 23193
   bachelors_plus: 155518
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.697
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.3018
+  - to: "us/states/va/districts/senate/13"
+    rel: in-district
+    area_weight: 0.5566
+  - to: "us/states/va/districts/senate/16"
+    rel: in-district
+    area_weight: 0.3479
+  - to: "us/states/va/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0943
+  - to: "us/states/va/districts/house/81"
+    rel: in-district
+    area_weight: 0.5435
+  - to: "us/states/va/districts/house/80"
+    rel: in-district
+    area_weight: 0.162
+  - to: "us/states/va/districts/house/58"
+    rel: in-district
+    area_weight: 0.1319
+  - to: "us/states/va/districts/house/57"
+    rel: in-district
+    area_weight: 0.1093
+  - to: "us/states/va/districts/house/59"
+    rel: in-district
+    area_weight: 0.0526
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 23193 |
 | Bachelor's or higher | 155518 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 70% (congressional)
+- [VA-01](/us/states/va/districts/01.md) — 30% (congressional)
+- [VA Senate District 13](/us/states/va/districts/senate/13.md) — 56% (state senate)
+- [VA Senate District 16](/us/states/va/districts/senate/16.md) — 35% (state senate)
+- [VA Senate District 14](/us/states/va/districts/senate/14.md) — 9% (state senate)
+- [VA House District 81](/us/states/va/districts/house/81.md) — 54% (state house)
+- [VA House District 80](/us/states/va/districts/house/80.md) — 16% (state house)
+- [VA House District 58](/us/states/va/districts/house/58.md) — 13% (state house)
+- [VA House District 57](/us/states/va/districts/house/57.md) — 11% (state house)
+- [VA House District 59](/us/states/va/districts/house/59.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/henry/index.md b/data/jurisdictions/us/states/va/counties/henry/index.md
index a9debc3a70..10d8797ef8 100644
--- a/data/jurisdictions/us/states/va/counties/henry/index.md
+++ b/data/jurisdictions/us/states/va/counties/henry/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 127
   hispanic: 3476
   bachelors_plus: 7719
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/48"
+    rel: in-district
+    area_weight: 0.6943
+  - to: "us/states/va/districts/house/47"
+    rel: in-district
+    area_weight: 0.3054
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3476 |
 | Bachelor's or higher | 7719 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 7](/us/states/va/districts/senate/7.md) — 100% (state senate)
+- [VA House District 48](/us/states/va/districts/house/48.md) — 69% (state house)
+- [VA House District 47](/us/states/va/districts/house/47.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/highland/index.md b/data/jurisdictions/us/states/va/counties/highland/index.md
index 62a37d6c94..30af6b1e73 100644
--- a/data/jurisdictions/us/states/va/counties/highland/index.md
+++ b/data/jurisdictions/us/states/va/counties/highland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 0
   bachelors_plus: 718
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/va/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/va/districts/house/35"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 718 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 2](/us/states/va/districts/senate/2.md) — 100% (state senate)
+- [VA House District 35](/us/states/va/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/hopewell-city/index.md b/data/jurisdictions/us/states/va/counties/hopewell-city/index.md
index 9a7f000f50..68aa49dc41 100644
--- a/data/jurisdictions/us/states/va/counties/hopewell-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/hopewell-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 2052
   bachelors_plus: 2704
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/va/districts/house/75"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2052 |
 | Bachelor's or higher | 2704 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 100% (congressional)
+- [VA Senate District 13](/us/states/va/districts/senate/13.md) — 100% (state senate)
+- [VA House District 75](/us/states/va/districts/house/75.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/isle-of-wight/index.md b/data/jurisdictions/us/states/va/counties/isle-of-wight/index.md
index f1497f6c40..0eb8a9accf 100644
--- a/data/jurisdictions/us/states/va/counties/isle-of-wight/index.md
+++ b/data/jurisdictions/us/states/va/counties/isle-of-wight/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 98
   hispanic: 1653
   bachelors_plus: 12121
+districts:
+  - to: "us/states/va/districts/02"
+    rel: in-district
+    area_weight: 0.8924
+  - to: "us/states/va/districts/senate/17"
+    rel: in-district
+    area_weight: 0.8888
+  - to: "us/states/va/districts/house/83"
+    rel: in-district
+    area_weight: 0.4895
+  - to: "us/states/va/districts/house/84"
+    rel: in-district
+    area_weight: 0.3992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1653 |
 | Bachelor's or higher | 12121 |
 
+## Districts
+
+- [VA-02](/us/states/va/districts/02.md) — 89% (congressional)
+- [VA Senate District 17](/us/states/va/districts/senate/17.md) — 89% (state senate)
+- [VA House District 83](/us/states/va/districts/house/83.md) — 49% (state house)
+- [VA House District 84](/us/states/va/districts/house/84.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/james-city/index.md b/data/jurisdictions/us/states/va/counties/james-city/index.md
index 6551789c02..de7a1f79a8 100644
--- a/data/jurisdictions/us/states/va/counties/james-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/james-city/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 22
   hispanic: 5793
   bachelors_plus: 45261
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.8683
+  - to: "us/states/va/districts/senate/26"
+    rel: in-district
+    area_weight: 0.8227
+  - to: "us/states/va/districts/senate/24"
+    rel: in-district
+    area_weight: 0.0492
+  - to: "us/states/va/districts/house/71"
+    rel: in-district
+    area_weight: 0.703
+  - to: "us/states/va/districts/house/69"
+    rel: in-district
+    area_weight: 0.1689
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 5793 |
 | Bachelor's or higher | 45261 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 87% (congressional)
+- [VA Senate District 26](/us/states/va/districts/senate/26.md) — 82% (state senate)
+- [VA Senate District 24](/us/states/va/districts/senate/24.md) — 5% (state senate)
+- [VA House District 71](/us/states/va/districts/house/71.md) — 70% (state house)
+- [VA House District 69](/us/states/va/districts/house/69.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/king-and-queen/index.md b/data/jurisdictions/us/states/va/counties/king-and-queen/index.md
index f092a306e1..66da3cb934 100644
--- a/data/jurisdictions/us/states/va/counties/king-and-queen/index.md
+++ b/data/jurisdictions/us/states/va/counties/king-and-queen/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 47
   hispanic: 221
   bachelors_plus: 1218
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.8789
+  - to: "us/states/va/districts/senate/26"
+    rel: in-district
+    area_weight: 0.1211
+  - to: "us/states/va/districts/house/68"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 221 |
 | Bachelor's or higher | 1218 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 100% (congressional)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 88% (state senate)
+- [VA Senate District 26](/us/states/va/districts/senate/26.md) — 12% (state senate)
+- [VA House District 68](/us/states/va/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/king-george/index.md b/data/jurisdictions/us/states/va/counties/king-george/index.md
index f10109658a..2fee140cee 100644
--- a/data/jurisdictions/us/states/va/counties/king-george/index.md
+++ b/data/jurisdictions/us/states/va/counties/king-george/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 1932
   bachelors_plus: 9161
+districts:
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.9941
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9914
+  - to: "us/states/va/districts/house/67"
+    rel: in-district
+    area_weight: 0.9914
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1932 |
 | Bachelor's or higher | 9161 |
 
+## Districts
+
+- [VA-07](/us/states/va/districts/07.md) — 99% (congressional)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 99% (state senate)
+- [VA House District 67](/us/states/va/districts/house/67.md) — 99% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/king-william/index.md b/data/jurisdictions/us/states/va/counties/king-william/index.md
index c38baf78aa..7e41dd1387 100644
--- a/data/jurisdictions/us/states/va/counties/king-william/index.md
+++ b/data/jurisdictions/us/states/va/counties/king-william/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 208
   hispanic: 612
   bachelors_plus: 3877
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/va/districts/house/68"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 612 |
 | Bachelor's or higher | 3877 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 100% (congressional)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 100% (state senate)
+- [VA House District 68](/us/states/va/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/lancaster/index.md b/data/jurisdictions/us/states/va/counties/lancaster/index.md
index 9b876f2fa0..dc01dce527 100644
--- a/data/jurisdictions/us/states/va/counties/lancaster/index.md
+++ b/data/jurisdictions/us/states/va/counties/lancaster/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 192
   bachelors_plus: 5198
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.6404
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.6195
+  - to: "us/states/va/districts/house/67"
+    rel: in-district
+    area_weight: 0.6195
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 192 |
 | Bachelor's or higher | 5198 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 64% (congressional)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 62% (state senate)
+- [VA House District 67](/us/states/va/districts/house/67.md) — 62% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/lee/index.md b/data/jurisdictions/us/states/va/counties/lee/index.md
index f2cb7e0143..14e7888286 100644
--- a/data/jurisdictions/us/states/va/counties/lee/index.md
+++ b/data/jurisdictions/us/states/va/counties/lee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 48
   hispanic: 525
   bachelors_plus: 3067
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/va/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/va/districts/house/45"
+    rel: in-district
+    area_weight: 0.9987
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 525 |
 | Bachelor's or higher | 3067 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 6](/us/states/va/districts/senate/6.md) — 100% (state senate)
+- [VA House District 45](/us/states/va/districts/house/45.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/lexington-city/index.md b/data/jurisdictions/us/states/va/counties/lexington-city/index.md
index 6cad14edfe..025e01210e 100644
--- a/data/jurisdictions/us/states/va/counties/lexington-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/lexington-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 56
   hispanic: 472
   bachelors_plus: 2721
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/37"
+    rel: in-district
+    area_weight: 0.9958
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 472 |
 | Bachelor's or higher | 2721 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 100% (state senate)
+- [VA House District 37](/us/states/va/districts/house/37.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/loudoun/index.md b/data/jurisdictions/us/states/va/counties/loudoun/index.md
index d3543b70c2..e906fe3003 100644
--- a/data/jurisdictions/us/states/va/counties/loudoun/index.md
+++ b/data/jurisdictions/us/states/va/counties/loudoun/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1253
   hispanic: 61750
   bachelors_plus: 264511
+districts:
+  - to: "us/states/va/districts/10"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/va/districts/senate/31"
+    rel: in-district
+    area_weight: 0.8239
+  - to: "us/states/va/districts/senate/32"
+    rel: in-district
+    area_weight: 0.1752
+  - to: "us/states/va/districts/house/30"
+    rel: in-district
+    area_weight: 0.7266
+  - to: "us/states/va/districts/house/29"
+    rel: in-district
+    area_weight: 0.0924
+  - to: "us/states/va/districts/house/27"
+    rel: in-district
+    area_weight: 0.0732
+  - to: "us/states/va/districts/house/28"
+    rel: in-district
+    area_weight: 0.0541
+  - to: "us/states/va/districts/house/26"
+    rel: in-district
+    area_weight: 0.0528
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 61750 |
 | Bachelor's or higher | 264511 |
 
+## Districts
+
+- [VA-10](/us/states/va/districts/10.md) — 100% (congressional)
+- [VA Senate District 31](/us/states/va/districts/senate/31.md) — 82% (state senate)
+- [VA Senate District 32](/us/states/va/districts/senate/32.md) — 18% (state senate)
+- [VA House District 30](/us/states/va/districts/house/30.md) — 73% (state house)
+- [VA House District 29](/us/states/va/districts/house/29.md) — 9% (state house)
+- [VA House District 27](/us/states/va/districts/house/27.md) — 7% (state house)
+- [VA House District 28](/us/states/va/districts/house/28.md) — 5% (state house)
+- [VA House District 26](/us/states/va/districts/house/26.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/louisa/index.md b/data/jurisdictions/us/states/va/counties/louisa/index.md
index 27e199c3ba..18632b49df 100644
--- a/data/jurisdictions/us/states/va/counties/louisa/index.md
+++ b/data/jurisdictions/us/states/va/counties/louisa/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 183
   hispanic: 1659
   bachelors_plus: 12339
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/va/districts/senate/10"
+    rel: in-district
+    area_weight: 0.7778
+  - to: "us/states/va/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2219
+  - to: "us/states/va/districts/house/59"
+    rel: in-district
+    area_weight: 0.7777
+  - to: "us/states/va/districts/house/55"
+    rel: in-district
+    area_weight: 0.2219
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1659 |
 | Bachelor's or higher | 12339 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 10](/us/states/va/districts/senate/10.md) — 78% (state senate)
+- [VA Senate District 11](/us/states/va/districts/senate/11.md) — 22% (state senate)
+- [VA House District 59](/us/states/va/districts/house/59.md) — 78% (state house)
+- [VA House District 55](/us/states/va/districts/house/55.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/lunenburg/index.md b/data/jurisdictions/us/states/va/counties/lunenburg/index.md
index c929200fe7..f8e3703f66 100644
--- a/data/jurisdictions/us/states/va/counties/lunenburg/index.md
+++ b/data/jurisdictions/us/states/va/counties/lunenburg/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 104
   hispanic: 738
   bachelors_plus: 1387
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/9"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/50"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 738 |
 | Bachelor's or higher | 1387 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 9](/us/states/va/districts/senate/9.md) — 100% (state senate)
+- [VA House District 50](/us/states/va/districts/house/50.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/lynchburg-city/index.md b/data/jurisdictions/us/states/va/counties/lynchburg-city/index.md
index 5215932433..a7fbea4591 100644
--- a/data/jurisdictions/us/states/va/counties/lynchburg-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/lynchburg-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 259
   hispanic: 4041
   bachelors_plus: 24122
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/va/districts/house/52"
+    rel: in-district
+    area_weight: 0.9985
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4041 |
 | Bachelor's or higher | 24122 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 8](/us/states/va/districts/senate/8.md) — 100% (state senate)
+- [VA House District 52](/us/states/va/districts/house/52.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/madison/index.md b/data/jurisdictions/us/states/va/counties/madison/index.md
index a506316428..3c5aaf6e05 100644
--- a/data/jurisdictions/us/states/va/counties/madison/index.md
+++ b/data/jurisdictions/us/states/va/counties/madison/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 546
   bachelors_plus: 3949
+districts:
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/va/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/62"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 546 |
 | Bachelor's or higher | 3949 |
 
+## Districts
+
+- [VA-07](/us/states/va/districts/07.md) — 100% (congressional)
+- [VA Senate District 28](/us/states/va/districts/senate/28.md) — 100% (state senate)
+- [VA House District 62](/us/states/va/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/manassas-city/index.md b/data/jurisdictions/us/states/va/counties/manassas-city/index.md
index 156e3e3a45..a8c058b30f 100644
--- a/data/jurisdictions/us/states/va/counties/manassas-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/manassas-city/index.md
@@ -22,9 +22,18 @@ demographics:
   race_native: 254
   hispanic: 18865
   bachelors_plus: 12569
+districts:
+  - to: "us/states/va/districts/10"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9963
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +65,12 @@ County jurisdiction.
 | Hispanic/Latino | 18865 |
 | Bachelor's or higher | 12569 |
 
+## Districts
+
+- [VA-10](/us/states/va/districts/10.md) — 100% (congressional)
+- [VA Senate District 30](/us/states/va/districts/senate/30.md) — 100% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/manassas-park-city/index.md b/data/jurisdictions/us/states/va/counties/manassas-park-city/index.md
index 331b81d662..56b33005de 100644
--- a/data/jurisdictions/us/states/va/counties/manassas-park-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/manassas-park-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 845
   hispanic: 7867
   bachelors_plus: 4359
+districts:
+  - to: "us/states/va/districts/10"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/30"
+    rel: in-district
+    area_weight: 0.9911
+  - to: "us/states/va/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0089
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 7867 |
 | Bachelor's or higher | 4359 |
 
+## Districts
+
+- [VA-10](/us/states/va/districts/10.md) — 100% (congressional)
+- [VA Senate District 30](/us/states/va/districts/senate/30.md) — 99% (state senate)
+- [VA Senate District 29](/us/states/va/districts/senate/29.md) — 1% (state senate)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/martinsville-city/index.md b/data/jurisdictions/us/states/va/counties/martinsville-city/index.md
index 0404bbf8ad..e9710a8a94 100644
--- a/data/jurisdictions/us/states/va/counties/martinsville-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/martinsville-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 1168
   bachelors_plus: 2683
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/7"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/48"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1168 |
 | Bachelor's or higher | 2683 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 7](/us/states/va/districts/senate/7.md) — 100% (state senate)
+- [VA House District 48](/us/states/va/districts/house/48.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/mathews/index.md b/data/jurisdictions/us/states/va/counties/mathews/index.md
index 176f44d52f..50161df7b2 100644
--- a/data/jurisdictions/us/states/va/counties/mathews/index.md
+++ b/data/jurisdictions/us/states/va/counties/mathews/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 228
   bachelors_plus: 2462
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.4103
+  - to: "us/states/va/districts/senate/26"
+    rel: in-district
+    area_weight: 0.3889
+  - to: "us/states/va/districts/house/68"
+    rel: in-district
+    area_weight: 0.3889
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 228 |
 | Bachelor's or higher | 2462 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 41% (congressional)
+- [VA Senate District 26](/us/states/va/districts/senate/26.md) — 39% (state senate)
+- [VA House District 68](/us/states/va/districts/house/68.md) — 39% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/mecklenburg/index.md b/data/jurisdictions/us/states/va/counties/mecklenburg/index.md
index a164d0a558..0733c4e46c 100644
--- a/data/jurisdictions/us/states/va/counties/mecklenburg/index.md
+++ b/data/jurisdictions/us/states/va/counties/mecklenburg/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 47
   hispanic: 972
   bachelors_plus: 6648
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/50"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 972 |
 | Bachelor's or higher | 6648 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 9](/us/states/va/districts/senate/9.md) — 100% (state senate)
+- [VA House District 50](/us/states/va/districts/house/50.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/middlesex/index.md b/data/jurisdictions/us/states/va/counties/middlesex/index.md
index e99550da7e..6b20e46f72 100644
--- a/data/jurisdictions/us/states/va/counties/middlesex/index.md
+++ b/data/jurisdictions/us/states/va/counties/middlesex/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 6
   hispanic: 349
   bachelors_plus: 3913
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.6705
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.6618
+  - to: "us/states/va/districts/house/68"
+    rel: in-district
+    area_weight: 0.6622
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 349 |
 | Bachelor's or higher | 3913 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 67% (congressional)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 66% (state senate)
+- [VA House District 68](/us/states/va/districts/house/68.md) — 66% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/montgomery/index.md b/data/jurisdictions/us/states/va/counties/montgomery/index.md
index 7603dc5606..7e646ff3df 100644
--- a/data/jurisdictions/us/states/va/counties/montgomery/index.md
+++ b/data/jurisdictions/us/states/va/counties/montgomery/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 189
   hispanic: 4602
   bachelors_plus: 42057
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/4"
+    rel: in-district
+    area_weight: 0.5908
+  - to: "us/states/va/districts/senate/5"
+    rel: in-district
+    area_weight: 0.409
+  - to: "us/states/va/districts/house/41"
+    rel: in-district
+    area_weight: 0.8392
+  - to: "us/states/va/districts/house/42"
+    rel: in-district
+    area_weight: 0.1606
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 4602 |
 | Bachelor's or higher | 42057 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 4](/us/states/va/districts/senate/4.md) — 59% (state senate)
+- [VA Senate District 5](/us/states/va/districts/senate/5.md) — 41% (state senate)
+- [VA House District 41](/us/states/va/districts/house/41.md) — 84% (state house)
+- [VA House District 42](/us/states/va/districts/house/42.md) — 16% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/nelson/index.md b/data/jurisdictions/us/states/va/counties/nelson/index.md
index 5c4f7bf131..54184b4a62 100644
--- a/data/jurisdictions/us/states/va/counties/nelson/index.md
+++ b/data/jurisdictions/us/states/va/counties/nelson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 28
   hispanic: 705
   bachelors_plus: 5583
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.997
+  - to: "us/states/va/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/va/districts/house/53"
+    rel: in-district
+    area_weight: 0.7176
+  - to: "us/states/va/districts/house/55"
+    rel: in-district
+    area_weight: 0.282
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 705 |
 | Bachelor's or higher | 5583 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 11](/us/states/va/districts/senate/11.md) — 100% (state senate)
+- [VA House District 53](/us/states/va/districts/house/53.md) — 72% (state house)
+- [VA House District 55](/us/states/va/districts/house/55.md) — 28% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/new-kent/index.md b/data/jurisdictions/us/states/va/counties/new-kent/index.md
index 19065cd01e..49be38d1c2 100644
--- a/data/jurisdictions/us/states/va/counties/new-kent/index.md
+++ b/data/jurisdictions/us/states/va/counties/new-kent/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 160
   hispanic: 964
   bachelors_plus: 9324
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.9939
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.0061
+  - to: "us/states/va/districts/senate/26"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/va/districts/house/71"
+    rel: in-district
+    area_weight: 0.5944
+  - to: "us/states/va/districts/house/60"
+    rel: in-district
+    area_weight: 0.4048
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 964 |
 | Bachelor's or higher | 9324 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 99% (congressional)
+- [VA-04](/us/states/va/districts/04.md) — 1% (congressional)
+- [VA Senate District 26](/us/states/va/districts/senate/26.md) — 100% (state senate)
+- [VA House District 71](/us/states/va/districts/house/71.md) — 59% (state house)
+- [VA House District 60](/us/states/va/districts/house/60.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/newport-news-city/index.md b/data/jurisdictions/us/states/va/counties/newport-news-city/index.md
index 8bcee5c35a..21b2e21662 100644
--- a/data/jurisdictions/us/states/va/counties/newport-news-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/newport-news-city/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 500
   hispanic: 19873
   bachelors_plus: 50622
+districts:
+  - to: "us/states/va/districts/03"
+    rel: in-district
+    area_weight: 0.5996
+  - to: "us/states/va/districts/senate/24"
+    rel: in-district
+    area_weight: 0.4019
+  - to: "us/states/va/districts/senate/23"
+    rel: in-district
+    area_weight: 0.1849
+  - to: "us/states/va/districts/house/70"
+    rel: in-district
+    area_weight: 0.2386
+  - to: "us/states/va/districts/house/85"
+    rel: in-district
+    area_weight: 0.2175
+  - to: "us/states/va/districts/house/69"
+    rel: in-district
+    area_weight: 0.1304
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 19873 |
 | Bachelor's or higher | 50622 |
 
+## Districts
+
+- [VA-03](/us/states/va/districts/03.md) — 60% (congressional)
+- [VA Senate District 24](/us/states/va/districts/senate/24.md) — 40% (state senate)
+- [VA Senate District 23](/us/states/va/districts/senate/23.md) — 18% (state senate)
+- [VA House District 70](/us/states/va/districts/house/70.md) — 24% (state house)
+- [VA House District 85](/us/states/va/districts/house/85.md) — 22% (state house)
+- [VA House District 69](/us/states/va/districts/house/69.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/norfolk-city/index.md b/data/jurisdictions/us/states/va/counties/norfolk-city/index.md
index 4d91288669..4cc8aab2b8 100644
--- a/data/jurisdictions/us/states/va/counties/norfolk-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/norfolk-city/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1544
   hispanic: 23691
   bachelors_plus: 72093
+districts:
+  - to: "us/states/va/districts/03"
+    rel: in-district
+    area_weight: 0.6387
+  - to: "us/states/va/districts/02"
+    rel: in-district
+    area_weight: 0.0051
+  - to: "us/states/va/districts/senate/21"
+    rel: in-district
+    area_weight: 0.5692
+  - to: "us/states/va/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0507
+  - to: "us/states/va/districts/house/94"
+    rel: in-district
+    area_weight: 0.2222
+  - to: "us/states/va/districts/house/93"
+    rel: in-district
+    area_weight: 0.2187
+  - to: "us/states/va/districts/house/92"
+    rel: in-district
+    area_weight: 0.1351
+  - to: "us/states/va/districts/house/95"
+    rel: in-district
+    area_weight: 0.044
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 23691 |
 | Bachelor's or higher | 72093 |
 
+## Districts
+
+- [VA-03](/us/states/va/districts/03.md) — 64% (congressional)
+- [VA-02](/us/states/va/districts/02.md) — 1% (congressional)
+- [VA Senate District 21](/us/states/va/districts/senate/21.md) — 57% (state senate)
+- [VA Senate District 20](/us/states/va/districts/senate/20.md) — 5% (state senate)
+- [VA House District 94](/us/states/va/districts/house/94.md) — 22% (state house)
+- [VA House District 93](/us/states/va/districts/house/93.md) — 22% (state house)
+- [VA House District 92](/us/states/va/districts/house/92.md) — 14% (state house)
+- [VA House District 95](/us/states/va/districts/house/95.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/northampton/index.md b/data/jurisdictions/us/states/va/counties/northampton/index.md
index 7fdb3f1682..8583d1700e 100644
--- a/data/jurisdictions/us/states/va/counties/northampton/index.md
+++ b/data/jurisdictions/us/states/va/counties/northampton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 1124
   bachelors_plus: 4094
+districts:
+  - to: "us/states/va/districts/02"
+    rel: in-district
+    area_weight: 0.4378
+  - to: "us/states/va/districts/senate/20"
+    rel: in-district
+    area_weight: 0.4327
+  - to: "us/states/va/districts/house/100"
+    rel: in-district
+    area_weight: 0.4327
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1124 |
 | Bachelor's or higher | 4094 |
 
+## Districts
+
+- [VA-02](/us/states/va/districts/02.md) — 44% (congressional)
+- [VA Senate District 20](/us/states/va/districts/senate/20.md) — 43% (state senate)
+- [VA House District 100](/us/states/va/districts/house/100.md) — 43% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/northumberland/index.md b/data/jurisdictions/us/states/va/counties/northumberland/index.md
index acbfa55632..f3c97b7ba1 100644
--- a/data/jurisdictions/us/states/va/counties/northumberland/index.md
+++ b/data/jurisdictions/us/states/va/counties/northumberland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 432
   bachelors_plus: 4712
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.761
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.7416
+  - to: "us/states/va/districts/house/67"
+    rel: in-district
+    area_weight: 0.7416
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 432 |
 | Bachelor's or higher | 4712 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 76% (congressional)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 74% (state senate)
+- [VA House District 67](/us/states/va/districts/house/67.md) — 74% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/norton-city/index.md b/data/jurisdictions/us/states/va/counties/norton-city/index.md
index b2eaf7711a..63020efd77 100644
--- a/data/jurisdictions/us/states/va/counties/norton-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/norton-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 112
   bachelors_plus: 534
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/6"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/45"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 112 |
 | Bachelor's or higher | 534 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 6](/us/states/va/districts/senate/6.md) — 100% (state senate)
+- [VA House District 45](/us/states/va/districts/house/45.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/nottoway/index.md b/data/jurisdictions/us/states/va/counties/nottoway/index.md
index 02d7ce5b2a..a4c3354851 100644
--- a/data/jurisdictions/us/states/va/counties/nottoway/index.md
+++ b/data/jurisdictions/us/states/va/counties/nottoway/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 758
   bachelors_plus: 1951
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/va/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/va/districts/house/72"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 758 |
 | Bachelor's or higher | 1951 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 9](/us/states/va/districts/senate/9.md) — 100% (state senate)
+- [VA House District 72](/us/states/va/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/orange/index.md b/data/jurisdictions/us/states/va/counties/orange/index.md
index 410e4bbb58..2af35de441 100644
--- a/data/jurisdictions/us/states/va/counties/orange/index.md
+++ b/data/jurisdictions/us/states/va/counties/orange/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 12
   hispanic: 2650
   bachelors_plus: 10923
+districts:
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/va/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/62"
+    rel: in-district
+    area_weight: 0.5429
+  - to: "us/states/va/districts/house/63"
+    rel: in-district
+    area_weight: 0.4569
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2650 |
 | Bachelor's or higher | 10923 |
 
+## Districts
+
+- [VA-07](/us/states/va/districts/07.md) — 100% (congressional)
+- [VA Senate District 28](/us/states/va/districts/senate/28.md) — 100% (state senate)
+- [VA House District 62](/us/states/va/districts/house/62.md) — 54% (state house)
+- [VA House District 63](/us/states/va/districts/house/63.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/page/index.md b/data/jurisdictions/us/states/va/counties/page/index.md
index 9154149d80..048aeea831 100644
--- a/data/jurisdictions/us/states/va/counties/page/index.md
+++ b/data/jurisdictions/us/states/va/counties/page/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 37
   hispanic: 609
   bachelors_plus: 3619
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9947
+  - to: "us/states/va/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/va/districts/house/33"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 609 |
 | Bachelor's or higher | 3619 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 99% (congressional)
+- [VA Senate District 2](/us/states/va/districts/senate/2.md) — 100% (state senate)
+- [VA House District 33](/us/states/va/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/patrick/index.md b/data/jurisdictions/us/states/va/counties/patrick/index.md
index 0cc70cc858..d20b5a3457 100644
--- a/data/jurisdictions/us/states/va/counties/patrick/index.md
+++ b/data/jurisdictions/us/states/va/counties/patrick/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 615
   bachelors_plus: 2543
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/7"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/47"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 615 |
 | Bachelor's or higher | 2543 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 7](/us/states/va/districts/senate/7.md) — 100% (state senate)
+- [VA House District 47](/us/states/va/districts/house/47.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/petersburg-city/index.md b/data/jurisdictions/us/states/va/counties/petersburg-city/index.md
index b94dad419c..0aec24594d 100644
--- a/data/jurisdictions/us/states/va/counties/petersburg-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/petersburg-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 2183
   bachelors_plus: 8086
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/va/districts/house/82"
+    rel: in-district
+    area_weight: 0.9984
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2183 |
 | Bachelor's or higher | 8086 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 100% (congressional)
+- [VA Senate District 13](/us/states/va/districts/senate/13.md) — 100% (state senate)
+- [VA House District 82](/us/states/va/districts/house/82.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/pittsylvania/index.md b/data/jurisdictions/us/states/va/counties/pittsylvania/index.md
index f2e4e5b235..768f356e1a 100644
--- a/data/jurisdictions/us/states/va/counties/pittsylvania/index.md
+++ b/data/jurisdictions/us/states/va/counties/pittsylvania/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 33
   hispanic: 1857
   bachelors_plus: 9385
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/va/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/48"
+    rel: in-district
+    area_weight: 0.774
+  - to: "us/states/va/districts/house/49"
+    rel: in-district
+    area_weight: 0.1927
+  - to: "us/states/va/districts/house/51"
+    rel: in-district
+    area_weight: 0.0332
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1857 |
 | Bachelor's or higher | 9385 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 9](/us/states/va/districts/senate/9.md) — 100% (state senate)
+- [VA House District 48](/us/states/va/districts/house/48.md) — 77% (state house)
+- [VA House District 49](/us/states/va/districts/house/49.md) — 19% (state house)
+- [VA House District 51](/us/states/va/districts/house/51.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/poquoson-city/index.md b/data/jurisdictions/us/states/va/counties/poquoson-city/index.md
index 33a377bb91..c2002442bb 100644
--- a/data/jurisdictions/us/states/va/counties/poquoson-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/poquoson-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 86
   hispanic: 525
   bachelors_plus: 4703
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.259
+  - to: "us/states/va/districts/senate/24"
+    rel: in-district
+    area_weight: 0.2501
+  - to: "us/states/va/districts/house/86"
+    rel: in-district
+    area_weight: 0.2501
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 525 |
 | Bachelor's or higher | 4703 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 26% (congressional)
+- [VA Senate District 24](/us/states/va/districts/senate/24.md) — 25% (state senate)
+- [VA House District 86](/us/states/va/districts/house/86.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/portsmouth-city/index.md b/data/jurisdictions/us/states/va/counties/portsmouth-city/index.md
index 2ca6eeb013..1df82bffd9 100644
--- a/data/jurisdictions/us/states/va/counties/portsmouth-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/portsmouth-city/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 299
   hispanic: 5225
   bachelors_plus: 21912
+districts:
+  - to: "us/states/va/districts/03"
+    rel: in-district
+    area_weight: 0.8408
+  - to: "us/states/va/districts/senate/18"
+    rel: in-district
+    area_weight: 0.4965
+  - to: "us/states/va/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2664
+  - to: "us/states/va/districts/house/88"
+    rel: in-district
+    area_weight: 0.6851
+  - to: "us/states/va/districts/house/91"
+    rel: in-district
+    area_weight: 0.0772
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5225 |
 | Bachelor's or higher | 21912 |
 
+## Districts
+
+- [VA-03](/us/states/va/districts/03.md) — 84% (congressional)
+- [VA Senate District 18](/us/states/va/districts/senate/18.md) — 50% (state senate)
+- [VA Senate District 17](/us/states/va/districts/senate/17.md) — 27% (state senate)
+- [VA House District 88](/us/states/va/districts/house/88.md) — 69% (state house)
+- [VA House District 91](/us/states/va/districts/house/91.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/powhatan/index.md b/data/jurisdictions/us/states/va/counties/powhatan/index.md
index 84d63b6955..fd72957eef 100644
--- a/data/jurisdictions/us/states/va/counties/powhatan/index.md
+++ b/data/jurisdictions/us/states/va/counties/powhatan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 165
   hispanic: 919
   bachelors_plus: 10907
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/va/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/72"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 919 |
 | Bachelor's or higher | 10907 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 10](/us/states/va/districts/senate/10.md) — 100% (state senate)
+- [VA House District 72](/us/states/va/districts/house/72.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/prince-edward/index.md b/data/jurisdictions/us/states/va/counties/prince-edward/index.md
index 7c08891a6b..e01974b460 100644
--- a/data/jurisdictions/us/states/va/counties/prince-edward/index.md
+++ b/data/jurisdictions/us/states/va/counties/prince-edward/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 86
   hispanic: 1078
   bachelors_plus: 5353
+districts:
+  - to: "us/states/va/districts/05"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/9"
+    rel: in-district
+    area_weight: 0.7596
+  - to: "us/states/va/districts/senate/10"
+    rel: in-district
+    area_weight: 0.2404
+  - to: "us/states/va/districts/house/50"
+    rel: in-district
+    area_weight: 0.8166
+  - to: "us/states/va/districts/house/56"
+    rel: in-district
+    area_weight: 0.1834
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1078 |
 | Bachelor's or higher | 5353 |
 
+## Districts
+
+- [VA-05](/us/states/va/districts/05.md) — 100% (congressional)
+- [VA Senate District 9](/us/states/va/districts/senate/9.md) — 76% (state senate)
+- [VA Senate District 10](/us/states/va/districts/senate/10.md) — 24% (state senate)
+- [VA House District 50](/us/states/va/districts/house/50.md) — 82% (state house)
+- [VA House District 56](/us/states/va/districts/house/56.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/prince-george/index.md b/data/jurisdictions/us/states/va/counties/prince-george/index.md
index 55fea703f8..2647c55b26 100644
--- a/data/jurisdictions/us/states/va/counties/prince-george/index.md
+++ b/data/jurisdictions/us/states/va/counties/prince-george/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 267
   hispanic: 4487
   bachelors_plus: 9259
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/82"
+    rel: in-district
+    area_weight: 0.872
+  - to: "us/states/va/districts/house/75"
+    rel: in-district
+    area_weight: 0.1278
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 4487 |
 | Bachelor's or higher | 9259 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 100% (congressional)
+- [VA Senate District 13](/us/states/va/districts/senate/13.md) — 100% (state senate)
+- [VA House District 82](/us/states/va/districts/house/82.md) — 87% (state house)
+- [VA House District 75](/us/states/va/districts/house/75.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/prince-william/index.md b/data/jurisdictions/us/states/va/counties/prince-william/index.md
index 4c105f64ce..16d100f8e7 100644
--- a/data/jurisdictions/us/states/va/counties/prince-william/index.md
+++ b/data/jurisdictions/us/states/va/counties/prince-william/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 3271
   hispanic: 127463
   bachelors_plus: 199158
+districts:
+  - to: "us/states/va/districts/10"
+    rel: in-district
+    area_weight: 0.6034
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.3945
+  - to: "us/states/va/districts/senate/29"
+    rel: in-district
+    area_weight: 0.5535
+  - to: "us/states/va/districts/senate/30"
+    rel: in-district
+    area_weight: 0.3159
+  - to: "us/states/va/districts/senate/33"
+    rel: in-district
+    area_weight: 0.1165
+  - to: "us/states/va/districts/house/22"
+    rel: in-district
+    area_weight: 0.2982
+  - to: "us/states/va/districts/house/21"
+    rel: in-district
+    area_weight: 0.2476
+  - to: "us/states/va/districts/house/23"
+    rel: in-district
+    area_weight: 0.2192
+  - to: "us/states/va/districts/house/25"
+    rel: in-district
+    area_weight: 0.0951
+  - to: "us/states/va/districts/house/24"
+    rel: in-district
+    area_weight: 0.0702
+  - to: "us/states/va/districts/house/19"
+    rel: in-district
+    area_weight: 0.037
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction.
 | Hispanic/Latino | 127463 |
 | Bachelor's or higher | 199158 |
 
+## Districts
+
+- [VA-10](/us/states/va/districts/10.md) — 60% (congressional)
+- [VA-07](/us/states/va/districts/07.md) — 39% (congressional)
+- [VA Senate District 29](/us/states/va/districts/senate/29.md) — 55% (state senate)
+- [VA Senate District 30](/us/states/va/districts/senate/30.md) — 32% (state senate)
+- [VA Senate District 33](/us/states/va/districts/senate/33.md) — 12% (state senate)
+- [VA House District 22](/us/states/va/districts/house/22.md) — 30% (state house)
+- [VA House District 21](/us/states/va/districts/house/21.md) — 25% (state house)
+- [VA House District 23](/us/states/va/districts/house/23.md) — 22% (state house)
+- [VA House District 25](/us/states/va/districts/house/25.md) — 10% (state house)
+- [VA House District 24](/us/states/va/districts/house/24.md) — 7% (state house)
+- [VA House District 19](/us/states/va/districts/house/19.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/pulaski/index.md b/data/jurisdictions/us/states/va/counties/pulaski/index.md
index 357da18b36..ec7ec25122 100644
--- a/data/jurisdictions/us/states/va/counties/pulaski/index.md
+++ b/data/jurisdictions/us/states/va/counties/pulaski/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 17
   hispanic: 749
   bachelors_plus: 7224
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/42"
+    rel: in-district
+    area_weight: 0.7905
+  - to: "us/states/va/districts/house/46"
+    rel: in-district
+    area_weight: 0.2092
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 749 |
 | Bachelor's or higher | 7224 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 5](/us/states/va/districts/senate/5.md) — 100% (state senate)
+- [VA House District 42](/us/states/va/districts/house/42.md) — 79% (state house)
+- [VA House District 46](/us/states/va/districts/house/46.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/radford-city/index.md b/data/jurisdictions/us/states/va/counties/radford-city/index.md
index c2b22562c4..1559698724 100644
--- a/data/jurisdictions/us/states/va/counties/radford-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/radford-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 8
   hispanic: 731
   bachelors_plus: 4240
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/5"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/42"
+    rel: in-district
+    area_weight: 0.997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 731 |
 | Bachelor's or higher | 4240 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 5](/us/states/va/districts/senate/5.md) — 100% (state senate)
+- [VA House District 42](/us/states/va/districts/house/42.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/rappahannock/index.md b/data/jurisdictions/us/states/va/counties/rappahannock/index.md
index cb3acc6bfd..a1843dcb46 100644
--- a/data/jurisdictions/us/states/va/counties/rappahannock/index.md
+++ b/data/jurisdictions/us/states/va/counties/rappahannock/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 34
   hispanic: 358
   bachelors_plus: 2670
+districts:
+  - to: "us/states/va/districts/10"
+    rel: in-district
+    area_weight: 0.9917
+  - to: "us/states/va/districts/senate/28"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/va/districts/house/61"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 358 |
 | Bachelor's or higher | 2670 |
 
+## Districts
+
+- [VA-10](/us/states/va/districts/10.md) — 99% (congressional)
+- [VA Senate District 28](/us/states/va/districts/senate/28.md) — 100% (state senate)
+- [VA House District 61](/us/states/va/districts/house/61.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/richmond-city/index.md b/data/jurisdictions/us/states/va/counties/richmond-city/index.md
index 69c851dfc2..a9110d809a 100644
--- a/data/jurisdictions/us/states/va/counties/richmond-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/richmond-city/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 569
   hispanic: 24539
   bachelors_plus: 105217
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.9914
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.0086
+  - to: "us/states/va/districts/senate/14"
+    rel: in-district
+    area_weight: 0.7133
+  - to: "us/states/va/districts/senate/15"
+    rel: in-district
+    area_weight: 0.2857
+  - to: "us/states/va/districts/house/78"
+    rel: in-district
+    area_weight: 0.3971
+  - to: "us/states/va/districts/house/79"
+    rel: in-district
+    area_weight: 0.3694
+  - to: "us/states/va/districts/house/77"
+    rel: in-district
+    area_weight: 0.232
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 24539 |
 | Bachelor's or higher | 105217 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 99% (congressional)
+- [VA-01](/us/states/va/districts/01.md) — 1% (congressional)
+- [VA Senate District 14](/us/states/va/districts/senate/14.md) — 71% (state senate)
+- [VA Senate District 15](/us/states/va/districts/senate/15.md) — 29% (state senate)
+- [VA House District 78](/us/states/va/districts/house/78.md) — 40% (state house)
+- [VA House District 79](/us/states/va/districts/house/79.md) — 37% (state house)
+- [VA House District 77](/us/states/va/districts/house/77.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/richmond/index.md b/data/jurisdictions/us/states/va/counties/richmond/index.md
index 15a89f7986..55992bbf39 100644
--- a/data/jurisdictions/us/states/va/counties/richmond/index.md
+++ b/data/jurisdictions/us/states/va/counties/richmond/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 61
   hispanic: 686
   bachelors_plus: 1560
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.9082
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9022
+  - to: "us/states/va/districts/house/67"
+    rel: in-district
+    area_weight: 0.9022
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 686 |
 | Bachelor's or higher | 1560 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 91% (congressional)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 90% (state senate)
+- [VA House District 67](/us/states/va/districts/house/67.md) — 90% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/roanoke-city/index.md b/data/jurisdictions/us/states/va/counties/roanoke-city/index.md
index b566d8b3e4..28302c422f 100644
--- a/data/jurisdictions/us/states/va/counties/roanoke-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/roanoke-city/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 136
   hispanic: 8823
   bachelors_plus: 28585
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9959
+  - to: "us/states/va/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/va/districts/house/38"
+    rel: in-district
+    area_weight: 0.8674
+  - to: "us/states/va/districts/house/40"
+    rel: in-district
+    area_weight: 0.1317
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8823 |
 | Bachelor's or higher | 28585 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 4](/us/states/va/districts/senate/4.md) — 100% (state senate)
+- [VA House District 38](/us/states/va/districts/house/38.md) — 87% (state house)
+- [VA House District 40](/us/states/va/districts/house/40.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/roanoke/index.md b/data/jurisdictions/us/states/va/counties/roanoke/index.md
index 94df9e5202..ee9ef968b1 100644
--- a/data/jurisdictions/us/states/va/counties/roanoke/index.md
+++ b/data/jurisdictions/us/states/va/counties/roanoke/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 316
   hispanic: 3966
   bachelors_plus: 35462
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.652
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.348
+  - to: "us/states/va/districts/senate/4"
+    rel: in-district
+    area_weight: 0.5038
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 0.4958
+  - to: "us/states/va/districts/house/41"
+    rel: in-district
+    area_weight: 0.6533
+  - to: "us/states/va/districts/house/39"
+    rel: in-district
+    area_weight: 0.2111
+  - to: "us/states/va/districts/house/40"
+    rel: in-district
+    area_weight: 0.1351
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 3966 |
 | Bachelor's or higher | 35462 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 65% (congressional)
+- [VA-09](/us/states/va/districts/09.md) — 35% (congressional)
+- [VA Senate District 4](/us/states/va/districts/senate/4.md) — 50% (state senate)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 50% (state senate)
+- [VA House District 41](/us/states/va/districts/house/41.md) — 65% (state house)
+- [VA House District 39](/us/states/va/districts/house/39.md) — 21% (state house)
+- [VA House District 40](/us/states/va/districts/house/40.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/rockbridge/index.md b/data/jurisdictions/us/states/va/counties/rockbridge/index.md
index 802828a671..afb6a4fe15 100644
--- a/data/jurisdictions/us/states/va/counties/rockbridge/index.md
+++ b/data/jurisdictions/us/states/va/counties/rockbridge/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 41
   hispanic: 522
   bachelors_plus: 8383
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9966
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/37"
+    rel: in-district
+    area_weight: 0.685
+  - to: "us/states/va/districts/house/36"
+    rel: in-district
+    area_weight: 0.3148
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 522 |
 | Bachelor's or higher | 8383 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 100% (state senate)
+- [VA House District 37](/us/states/va/districts/house/37.md) — 68% (state house)
+- [VA House District 36](/us/states/va/districts/house/36.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/rockingham/index.md b/data/jurisdictions/us/states/va/counties/rockingham/index.md
index b672c734ac..f2cafdaeec 100644
--- a/data/jurisdictions/us/states/va/counties/rockingham/index.md
+++ b/data/jurisdictions/us/states/va/counties/rockingham/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 327
   hispanic: 7966
   bachelors_plus: 23937
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/va/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/34"
+    rel: in-district
+    area_weight: 0.3641
+  - to: "us/states/va/districts/house/35"
+    rel: in-district
+    area_weight: 0.3374
+  - to: "us/states/va/districts/house/33"
+    rel: in-district
+    area_weight: 0.2983
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 7966 |
 | Bachelor's or higher | 23937 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 2](/us/states/va/districts/senate/2.md) — 100% (state senate)
+- [VA House District 34](/us/states/va/districts/house/34.md) — 36% (state house)
+- [VA House District 35](/us/states/va/districts/house/35.md) — 34% (state house)
+- [VA House District 33](/us/states/va/districts/house/33.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/russell/index.md b/data/jurisdictions/us/states/va/counties/russell/index.md
index 102c9bc479..182067d065 100644
--- a/data/jurisdictions/us/states/va/counties/russell/index.md
+++ b/data/jurisdictions/us/states/va/counties/russell/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 35
   hispanic: 180
   bachelors_plus: 3293
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/44"
+    rel: in-district
+    area_weight: 0.6244
+  - to: "us/states/va/districts/house/43"
+    rel: in-district
+    area_weight: 0.3756
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 180 |
 | Bachelor's or higher | 3293 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 6](/us/states/va/districts/senate/6.md) — 100% (state senate)
+- [VA House District 44](/us/states/va/districts/house/44.md) — 62% (state house)
+- [VA House District 43](/us/states/va/districts/house/43.md) — 38% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/salem-city/index.md b/data/jurisdictions/us/states/va/counties/salem-city/index.md
index d7a0494bc6..caf3ee2f29 100644
--- a/data/jurisdictions/us/states/va/counties/salem-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/salem-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 67
   hispanic: 1227
   bachelors_plus: 7985
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9951
+  - to: "us/states/va/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9976
+  - to: "us/states/va/districts/house/40"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1227 |
 | Bachelor's or higher | 7985 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 4](/us/states/va/districts/senate/4.md) — 100% (state senate)
+- [VA House District 40](/us/states/va/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/scott/index.md b/data/jurisdictions/us/states/va/counties/scott/index.md
index 333f70e610..e5b9b90228 100644
--- a/data/jurisdictions/us/states/va/counties/scott/index.md
+++ b/data/jurisdictions/us/states/va/counties/scott/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 5
   hispanic: 329
   bachelors_plus: 3393
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/45"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 329 |
 | Bachelor's or higher | 3393 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 6](/us/states/va/districts/senate/6.md) — 100% (state senate)
+- [VA House District 45](/us/states/va/districts/house/45.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/shenandoah/index.md b/data/jurisdictions/us/states/va/counties/shenandoah/index.md
index 24b29947fe..c9acea0998 100644
--- a/data/jurisdictions/us/states/va/counties/shenandoah/index.md
+++ b/data/jurisdictions/us/states/va/counties/shenandoah/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 71
   hispanic: 4107
   bachelors_plus: 9705
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/va/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/va/districts/house/33"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 4107 |
 | Bachelor's or higher | 9705 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 1](/us/states/va/districts/senate/1.md) — 100% (state senate)
+- [VA House District 33](/us/states/va/districts/house/33.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/smyth/index.md b/data/jurisdictions/us/states/va/counties/smyth/index.md
index 7496990901..e752db761c 100644
--- a/data/jurisdictions/us/states/va/counties/smyth/index.md
+++ b/data/jurisdictions/us/states/va/counties/smyth/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 18
   hispanic: 629
   bachelors_plus: 4997
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/va/districts/house/46"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 629 |
 | Bachelor's or higher | 4997 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 5](/us/states/va/districts/senate/5.md) — 100% (state senate)
+- [VA House District 46](/us/states/va/districts/house/46.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/southampton/index.md b/data/jurisdictions/us/states/va/counties/southampton/index.md
index eb9f5cde91..9e7138f932 100644
--- a/data/jurisdictions/us/states/va/counties/southampton/index.md
+++ b/data/jurisdictions/us/states/va/counties/southampton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 57
   hispanic: 453
   bachelors_plus: 3555
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.6197
+  - to: "us/states/va/districts/02"
+    rel: in-district
+    area_weight: 0.3803
+  - to: "us/states/va/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/va/districts/house/83"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 453 |
 | Bachelor's or higher | 3555 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 62% (congressional)
+- [VA-02](/us/states/va/districts/02.md) — 38% (congressional)
+- [VA Senate District 17](/us/states/va/districts/senate/17.md) — 100% (state senate)
+- [VA House District 83](/us/states/va/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/spotsylvania/index.md b/data/jurisdictions/us/states/va/counties/spotsylvania/index.md
index c4973a57a1..06dc73ab4b 100644
--- a/data/jurisdictions/us/states/va/counties/spotsylvania/index.md
+++ b/data/jurisdictions/us/states/va/counties/spotsylvania/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 670
   hispanic: 22446
   bachelors_plus: 54696
+districts:
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.9975
+  - to: "us/states/va/districts/senate/28"
+    rel: in-district
+    area_weight: 0.4723
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.4033
+  - to: "us/states/va/districts/senate/27"
+    rel: in-district
+    area_weight: 0.1242
+  - to: "us/states/va/districts/house/63"
+    rel: in-district
+    area_weight: 0.5557
+  - to: "us/states/va/districts/house/66"
+    rel: in-district
+    area_weight: 0.4286
+  - to: "us/states/va/districts/house/65"
+    rel: in-district
+    area_weight: 0.0152
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 22446 |
 | Bachelor's or higher | 54696 |
 
+## Districts
+
+- [VA-07](/us/states/va/districts/07.md) — 100% (congressional)
+- [VA Senate District 28](/us/states/va/districts/senate/28.md) — 47% (state senate)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 40% (state senate)
+- [VA Senate District 27](/us/states/va/districts/senate/27.md) — 12% (state senate)
+- [VA House District 63](/us/states/va/districts/house/63.md) — 56% (state house)
+- [VA House District 66](/us/states/va/districts/house/66.md) — 43% (state house)
+- [VA House District 65](/us/states/va/districts/house/65.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/stafford/index.md b/data/jurisdictions/us/states/va/counties/stafford/index.md
index a760ecb885..a9affde3fd 100644
--- a/data/jurisdictions/us/states/va/counties/stafford/index.md
+++ b/data/jurisdictions/us/states/va/counties/stafford/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 530
   hispanic: 29991
   bachelors_plus: 70467
+districts:
+  - to: "us/states/va/districts/07"
+    rel: in-district
+    area_weight: 0.9972
+  - to: "us/states/va/districts/senate/27"
+    rel: in-district
+    area_weight: 0.7242
+  - to: "us/states/va/districts/senate/29"
+    rel: in-district
+    area_weight: 0.2711
+  - to: "us/states/va/districts/house/64"
+    rel: in-district
+    area_weight: 0.4979
+  - to: "us/states/va/districts/house/23"
+    rel: in-district
+    area_weight: 0.2645
+  - to: "us/states/va/districts/house/65"
+    rel: in-district
+    area_weight: 0.2329
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 29991 |
 | Bachelor's or higher | 70467 |
 
+## Districts
+
+- [VA-07](/us/states/va/districts/07.md) — 100% (congressional)
+- [VA Senate District 27](/us/states/va/districts/senate/27.md) — 72% (state senate)
+- [VA Senate District 29](/us/states/va/districts/senate/29.md) — 27% (state senate)
+- [VA House District 64](/us/states/va/districts/house/64.md) — 50% (state house)
+- [VA House District 23](/us/states/va/districts/house/23.md) — 26% (state house)
+- [VA House District 65](/us/states/va/districts/house/65.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/staunton-city/index.md b/data/jurisdictions/us/states/va/counties/staunton-city/index.md
index 65e525bed0..488696611f 100644
--- a/data/jurisdictions/us/states/va/counties/staunton-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/staunton-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 61
   hispanic: 1233
   bachelors_plus: 9999
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9987
+  - to: "us/states/va/districts/house/36"
+    rel: in-district
+    area_weight: 0.9987
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1233 |
 | Bachelor's or higher | 9999 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 100% (state senate)
+- [VA House District 36](/us/states/va/districts/house/36.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/suffolk-city/index.md b/data/jurisdictions/us/states/va/counties/suffolk-city/index.md
index 59f38bdca9..5036c30f71 100644
--- a/data/jurisdictions/us/states/va/counties/suffolk-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/suffolk-city/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 573
   hispanic: 5172
   bachelors_plus: 31430
+districts:
+  - to: "us/states/va/districts/02"
+    rel: in-district
+    area_weight: 0.9723
+  - to: "us/states/va/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9698
+  - to: "us/states/va/districts/house/89"
+    rel: in-district
+    area_weight: 0.7115
+  - to: "us/states/va/districts/house/84"
+    rel: in-district
+    area_weight: 0.2583
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5172 |
 | Bachelor's or higher | 31430 |
 
+## Districts
+
+- [VA-02](/us/states/va/districts/02.md) — 97% (congressional)
+- [VA Senate District 17](/us/states/va/districts/senate/17.md) — 97% (state senate)
+- [VA House District 89](/us/states/va/districts/house/89.md) — 71% (state house)
+- [VA House District 84](/us/states/va/districts/house/84.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/surry/index.md b/data/jurisdictions/us/states/va/counties/surry/index.md
index 3b46238f99..146d2b2d0c 100644
--- a/data/jurisdictions/us/states/va/counties/surry/index.md
+++ b/data/jurisdictions/us/states/va/counties/surry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 205
   bachelors_plus: 1795
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.9098
+  - to: "us/states/va/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9127
+  - to: "us/states/va/districts/house/82"
+    rel: in-district
+    area_weight: 0.9125
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 205 |
 | Bachelor's or higher | 1795 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 91% (congressional)
+- [VA Senate District 13](/us/states/va/districts/senate/13.md) — 91% (state senate)
+- [VA House District 82](/us/states/va/districts/house/82.md) — 91% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/sussex/index.md b/data/jurisdictions/us/states/va/counties/sussex/index.md
index 65c01c3ece..8bdc2e0dea 100644
--- a/data/jurisdictions/us/states/va/counties/sussex/index.md
+++ b/data/jurisdictions/us/states/va/counties/sussex/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 17
   hispanic: 120
   bachelors_plus: 1848
+districts:
+  - to: "us/states/va/districts/04"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/va/districts/house/83"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 120 |
 | Bachelor's or higher | 1848 |
 
+## Districts
+
+- [VA-04](/us/states/va/districts/04.md) — 100% (congressional)
+- [VA Senate District 13](/us/states/va/districts/senate/13.md) — 100% (state senate)
+- [VA House District 83](/us/states/va/districts/house/83.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/tazewell/index.md b/data/jurisdictions/us/states/va/counties/tazewell/index.md
index 898a58e302..ba7fedd9d1 100644
--- a/data/jurisdictions/us/states/va/counties/tazewell/index.md
+++ b/data/jurisdictions/us/states/va/counties/tazewell/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 535
   bachelors_plus: 6415
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9992
+  - to: "us/states/va/districts/senate/5"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/va/districts/house/43"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 535 |
 | Bachelor's or higher | 6415 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 5](/us/states/va/districts/senate/5.md) — 100% (state senate)
+- [VA House District 43](/us/states/va/districts/house/43.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/virginia-beach-city/index.md b/data/jurisdictions/us/states/va/counties/virginia-beach-city/index.md
index 6c1de6c620..e49b185460 100644
--- a/data/jurisdictions/us/states/va/counties/virginia-beach-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/virginia-beach-city/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 1042
   hispanic: 41512
   bachelors_plus: 179504
+districts:
+  - to: "us/states/va/districts/02"
+    rel: in-district
+    area_weight: 0.6153
+  - to: "us/states/va/districts/senate/19"
+    rel: in-district
+    area_weight: 0.4076
+  - to: "us/states/va/districts/senate/20"
+    rel: in-district
+    area_weight: 0.1243
+  - to: "us/states/va/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0844
+  - to: "us/states/va/districts/house/98"
+    rel: in-district
+    area_weight: 0.3985
+  - to: "us/states/va/districts/house/99"
+    rel: in-district
+    area_weight: 0.0809
+  - to: "us/states/va/districts/house/97"
+    rel: in-district
+    area_weight: 0.0395
+  - to: "us/states/va/districts/house/100"
+    rel: in-district
+    area_weight: 0.0347
+  - to: "us/states/va/districts/house/95"
+    rel: in-district
+    area_weight: 0.0314
+  - to: "us/states/va/districts/house/96"
+    rel: in-district
+    area_weight: 0.031
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 41512 |
 | Bachelor's or higher | 179504 |
 
+## Districts
+
+- [VA-02](/us/states/va/districts/02.md) — 62% (congressional)
+- [VA Senate District 19](/us/states/va/districts/senate/19.md) — 41% (state senate)
+- [VA Senate District 20](/us/states/va/districts/senate/20.md) — 12% (state senate)
+- [VA Senate District 22](/us/states/va/districts/senate/22.md) — 8% (state senate)
+- [VA House District 98](/us/states/va/districts/house/98.md) — 40% (state house)
+- [VA House District 99](/us/states/va/districts/house/99.md) — 8% (state house)
+- [VA House District 97](/us/states/va/districts/house/97.md) — 4% (state house)
+- [VA House District 100](/us/states/va/districts/house/100.md) — 3% (state house)
+- [VA House District 95](/us/states/va/districts/house/95.md) — 3% (state house)
+- [VA House District 96](/us/states/va/districts/house/96.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/warren/index.md b/data/jurisdictions/us/states/va/counties/warren/index.md
index 5e5e9d4399..1e0e41274e 100644
--- a/data/jurisdictions/us/states/va/counties/warren/index.md
+++ b/data/jurisdictions/us/states/va/counties/warren/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 46
   hispanic: 3064
   bachelors_plus: 10155
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 0.9962
+  - to: "us/states/va/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/va/districts/house/31"
+    rel: in-district
+    area_weight: 0.7268
+  - to: "us/states/va/districts/house/33"
+    rel: in-district
+    area_weight: 0.2729
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3064 |
 | Bachelor's or higher | 10155 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 1](/us/states/va/districts/senate/1.md) — 100% (state senate)
+- [VA House District 31](/us/states/va/districts/house/31.md) — 73% (state house)
+- [VA House District 33](/us/states/va/districts/house/33.md) — 27% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/washington/index.md b/data/jurisdictions/us/states/va/counties/washington/index.md
index 941fc6e196..4080b6ebff 100644
--- a/data/jurisdictions/us/states/va/counties/washington/index.md
+++ b/data/jurisdictions/us/states/va/counties/washington/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 42
   hispanic: 1001
   bachelors_plus: 14680
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/va/districts/house/44"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1001 |
 | Bachelor's or higher | 14680 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 6](/us/states/va/districts/senate/6.md) — 100% (state senate)
+- [VA House District 44](/us/states/va/districts/house/44.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/waynesboro-city/index.md b/data/jurisdictions/us/states/va/counties/waynesboro-city/index.md
index aedb65b096..024124ba1a 100644
--- a/data/jurisdictions/us/states/va/counties/waynesboro-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/waynesboro-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 2218
   bachelors_plus: 5697
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/va/districts/house/36"
+    rel: in-district
+    area_weight: 0.9982
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2218 |
 | Bachelor's or higher | 5697 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 3](/us/states/va/districts/senate/3.md) — 100% (state senate)
+- [VA House District 36](/us/states/va/districts/house/36.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/westmoreland/index.md b/data/jurisdictions/us/states/va/counties/westmoreland/index.md
index 1a9a055a21..d098b8a46d 100644
--- a/data/jurisdictions/us/states/va/counties/westmoreland/index.md
+++ b/data/jurisdictions/us/states/va/counties/westmoreland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 16
   hispanic: 1210
   bachelors_plus: 4505
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.9918
+  - to: "us/states/va/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9633
+  - to: "us/states/va/districts/house/67"
+    rel: in-district
+    area_weight: 0.9633
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1210 |
 | Bachelor's or higher | 4505 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 99% (congressional)
+- [VA Senate District 25](/us/states/va/districts/senate/25.md) — 96% (state senate)
+- [VA House District 67](/us/states/va/districts/house/67.md) — 96% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/williamsburg-city/index.md b/data/jurisdictions/us/states/va/counties/williamsburg-city/index.md
index ee646548ea..63754faf06 100644
--- a/data/jurisdictions/us/states/va/counties/williamsburg-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/williamsburg-city/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 78
   hispanic: 1318
   bachelors_plus: 5234
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9948
+  - to: "us/states/va/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0052
+  - to: "us/states/va/districts/house/71"
+    rel: in-district
+    area_weight: 0.9964
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1318 |
 | Bachelor's or higher | 5234 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 100% (congressional)
+- [VA Senate District 24](/us/states/va/districts/senate/24.md) — 99% (state senate)
+- [VA Senate District 26](/us/states/va/districts/senate/26.md) — 1% (state senate)
+- [VA House District 71](/us/states/va/districts/house/71.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/winchester-city/index.md b/data/jurisdictions/us/states/va/counties/winchester-city/index.md
index c12f5229be..c3ceb9917b 100644
--- a/data/jurisdictions/us/states/va/counties/winchester-city/index.md
+++ b/data/jurisdictions/us/states/va/counties/winchester-city/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 101
   hispanic: 5848
   bachelors_plus: 8445
+districts:
+  - to: "us/states/va/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/house/32"
+    rel: in-district
+    area_weight: 0.9991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 5848 |
 | Bachelor's or higher | 8445 |
 
+## Districts
+
+- [VA-06](/us/states/va/districts/06.md) — 100% (congressional)
+- [VA Senate District 1](/us/states/va/districts/senate/1.md) — 100% (state senate)
+- [VA House District 32](/us/states/va/districts/house/32.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/wise/index.md b/data/jurisdictions/us/states/va/counties/wise/index.md
index f1e30449c5..456da1b374 100644
--- a/data/jurisdictions/us/states/va/counties/wise/index.md
+++ b/data/jurisdictions/us/states/va/counties/wise/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 102
   hispanic: 509
   bachelors_plus: 5497
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/va/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/va/districts/house/45"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 509 |
 | Bachelor's or higher | 5497 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 6](/us/states/va/districts/senate/6.md) — 100% (state senate)
+- [VA House District 45](/us/states/va/districts/house/45.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/wythe/index.md b/data/jurisdictions/us/states/va/counties/wythe/index.md
index 248c9ae2c9..3a5ee0c91a 100644
--- a/data/jurisdictions/us/states/va/counties/wythe/index.md
+++ b/data/jurisdictions/us/states/va/counties/wythe/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 4
   hispanic: 449
   bachelors_plus: 5603
+districts:
+  - to: "us/states/va/districts/09"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/va/districts/senate/7"
+    rel: in-district
+    area_weight: 0.6217
+  - to: "us/states/va/districts/senate/5"
+    rel: in-district
+    area_weight: 0.3783
+  - to: "us/states/va/districts/house/46"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 449 |
 | Bachelor's or higher | 5603 |
 
+## Districts
+
+- [VA-09](/us/states/va/districts/09.md) — 100% (congressional)
+- [VA Senate District 7](/us/states/va/districts/senate/7.md) — 62% (state senate)
+- [VA Senate District 5](/us/states/va/districts/senate/5.md) — 38% (state senate)
+- [VA House District 46](/us/states/va/districts/house/46.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/counties/york/index.md b/data/jurisdictions/us/states/va/counties/york/index.md
index 9538f494be..901076324c 100644
--- a/data/jurisdictions/us/states/va/counties/york/index.md
+++ b/data/jurisdictions/us/states/va/counties/york/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 5896
   bachelors_plus: 34118
+districts:
+  - to: "us/states/va/districts/01"
+    rel: in-district
+    area_weight: 0.5835
+  - to: "us/states/va/districts/senate/24"
+    rel: in-district
+    area_weight: 0.5799
+  - to: "us/states/va/districts/house/69"
+    rel: in-district
+    area_weight: 0.541
+  - to: "us/states/va/districts/house/86"
+    rel: in-district
+    area_weight: 0.0388
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, va]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 5896 |
 | Bachelor's or higher | 34118 |
 
+## Districts
+
+- [VA-01](/us/states/va/districts/01.md) — 58% (congressional)
+- [VA Senate District 24](/us/states/va/districts/senate/24.md) — 58% (state senate)
+- [VA House District 69](/us/states/va/districts/house/69.md) — 54% (state house)
+- [VA House District 86](/us/states/va/districts/house/86.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/va/districts/01.md b/data/jurisdictions/us/states/va/districts/01.md
index 3fc03dd888..8d609082c5 100644
--- a/data/jurisdictions/us/states/va/districts/01.md
+++ b/data/jurisdictions/us/states/va/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 286778
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/02.md b/data/jurisdictions/us/states/va/districts/02.md
index 11e36f69f9..25887afd6b 100644
--- a/data/jurisdictions/us/states/va/districts/02.md
+++ b/data/jurisdictions/us/states/va/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 220908
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/03.md b/data/jurisdictions/us/states/va/districts/03.md
index 8adb5a11a3..18547c8d08 100644
--- a/data/jurisdictions/us/states/va/districts/03.md
+++ b/data/jurisdictions/us/states/va/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 159180
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/04.md b/data/jurisdictions/us/states/va/districts/04.md
index 3ee744f3ad..13a56aecde 100644
--- a/data/jurisdictions/us/states/va/districts/04.md
+++ b/data/jurisdictions/us/states/va/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 203208
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/05.md b/data/jurisdictions/us/states/va/districts/05.md
index e6567df89b..8033f29842 100644
--- a/data/jurisdictions/us/states/va/districts/05.md
+++ b/data/jurisdictions/us/states/va/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 196626
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/06.md b/data/jurisdictions/us/states/va/districts/06.md
index efda216b17..abdf69ca55 100644
--- a/data/jurisdictions/us/states/va/districts/06.md
+++ b/data/jurisdictions/us/states/va/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 165198
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/07.md b/data/jurisdictions/us/states/va/districts/07.md
index 36f77c7379..d819324a84 100644
--- a/data/jurisdictions/us/states/va/districts/07.md
+++ b/data/jurisdictions/us/states/va/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 212904
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/08.md b/data/jurisdictions/us/states/va/districts/08.md
index e0984322cc..4f2f2c345f 100644
--- a/data/jurisdictions/us/states/va/districts/08.md
+++ b/data/jurisdictions/us/states/va/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 380314
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/09.md b/data/jurisdictions/us/states/va/districts/09.md
index 8f04fc03f6..00ed558645 100644
--- a/data/jurisdictions/us/states/va/districts/09.md
+++ b/data/jurisdictions/us/states/va/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 134959
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/10.md b/data/jurisdictions/us/states/va/districts/10.md
index 1c84b8247b..ba96eb8cb3 100644
--- a/data/jurisdictions/us/states/va/districts/10.md
+++ b/data/jurisdictions/us/states/va/districts/10.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 308669
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/11.md b/data/jurisdictions/us/states/va/districts/11.md
index 32dbfe60fb..185ef7d487 100644
--- a/data/jurisdictions/us/states/va/districts/11.md
+++ b/data/jurisdictions/us/states/va/districts/11.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 380638
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, va]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/va/districts/house/1.md b/data/jurisdictions/us/states/va/districts/house/1.md
new file mode 100644
index 0000000000..9d81470674
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 1"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 1
+
+State House district 1 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/10.md b/data/jurisdictions/us/states/va/districts/house/10.md
new file mode 100644
index 0000000000..5db2e8ba7f
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 10"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 10
+
+State House district 10 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/100.md b/data/jurisdictions/us/states/va/districts/house/100.md
new file mode 100644
index 0000000000..1ffa6d8aab
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 100"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 100
+
+State House district 100 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/11.md b/data/jurisdictions/us/states/va/districts/house/11.md
new file mode 100644
index 0000000000..4994244845
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 11"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 11
+
+State House district 11 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/12.md b/data/jurisdictions/us/states/va/districts/house/12.md
new file mode 100644
index 0000000000..0eb8763cbf
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 12"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 12
+
+State House district 12 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/13.md b/data/jurisdictions/us/states/va/districts/house/13.md
new file mode 100644
index 0000000000..b59780a2f4
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 13"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 13
+
+State House district 13 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/14.md b/data/jurisdictions/us/states/va/districts/house/14.md
new file mode 100644
index 0000000000..96e32728f4
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 14"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 14
+
+State House district 14 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/15.md b/data/jurisdictions/us/states/va/districts/house/15.md
new file mode 100644
index 0000000000..4f941db44b
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 15"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 15
+
+State House district 15 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/16.md b/data/jurisdictions/us/states/va/districts/house/16.md
new file mode 100644
index 0000000000..238d4ab73e
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 16"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 16
+
+State House district 16 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/17.md b/data/jurisdictions/us/states/va/districts/house/17.md
new file mode 100644
index 0000000000..fb1b51d05d
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 17"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 17
+
+State House district 17 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/18.md b/data/jurisdictions/us/states/va/districts/house/18.md
new file mode 100644
index 0000000000..c145b3d844
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 18"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 18
+
+State House district 18 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/19.md b/data/jurisdictions/us/states/va/districts/house/19.md
new file mode 100644
index 0000000000..23efe735b4
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 19"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 19
+
+State House district 19 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/2.md b/data/jurisdictions/us/states/va/districts/house/2.md
new file mode 100644
index 0000000000..7db3524852
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 2"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 2
+
+State House district 2 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/21.md b/data/jurisdictions/us/states/va/districts/house/21.md
new file mode 100644
index 0000000000..6daafbd2bf
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 21"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 21
+
+State House district 21 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/22.md b/data/jurisdictions/us/states/va/districts/house/22.md
new file mode 100644
index 0000000000..be97d3fabf
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 22"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 22
+
+State House district 22 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/23.md b/data/jurisdictions/us/states/va/districts/house/23.md
new file mode 100644
index 0000000000..959bfa1218
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 23"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 23
+
+State House district 23 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/24.md b/data/jurisdictions/us/states/va/districts/house/24.md
new file mode 100644
index 0000000000..eef6a3b60a
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 24"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 24
+
+State House district 24 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/25.md b/data/jurisdictions/us/states/va/districts/house/25.md
new file mode 100644
index 0000000000..19fd634280
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 25"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 25
+
+State House district 25 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/26.md b/data/jurisdictions/us/states/va/districts/house/26.md
new file mode 100644
index 0000000000..b80cdc220c
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 26"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 26
+
+State House district 26 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/27.md b/data/jurisdictions/us/states/va/districts/house/27.md
new file mode 100644
index 0000000000..37abbc2cb5
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 27"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 27
+
+State House district 27 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/28.md b/data/jurisdictions/us/states/va/districts/house/28.md
new file mode 100644
index 0000000000..f5c88ae984
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 28"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 28
+
+State House district 28 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/29.md b/data/jurisdictions/us/states/va/districts/house/29.md
new file mode 100644
index 0000000000..229673500a
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 29"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 29
+
+State House district 29 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/3.md b/data/jurisdictions/us/states/va/districts/house/3.md
new file mode 100644
index 0000000000..18e7129b2a
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 3"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 3
+
+State House district 3 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/30.md b/data/jurisdictions/us/states/va/districts/house/30.md
new file mode 100644
index 0000000000..1d1103ddcb
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 30"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 30
+
+State House district 30 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/31.md b/data/jurisdictions/us/states/va/districts/house/31.md
new file mode 100644
index 0000000000..7fe5f24a52
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 31"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 31
+
+State House district 31 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/32.md b/data/jurisdictions/us/states/va/districts/house/32.md
new file mode 100644
index 0000000000..0012b0a8ba
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 32"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 32
+
+State House district 32 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/33.md b/data/jurisdictions/us/states/va/districts/house/33.md
new file mode 100644
index 0000000000..2ba80b5722
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 33"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 33
+
+State House district 33 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/34.md b/data/jurisdictions/us/states/va/districts/house/34.md
new file mode 100644
index 0000000000..14d01ab6cb
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 34"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 34
+
+State House district 34 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/35.md b/data/jurisdictions/us/states/va/districts/house/35.md
new file mode 100644
index 0000000000..bea0c6da7c
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 35"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 35
+
+State House district 35 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/36.md b/data/jurisdictions/us/states/va/districts/house/36.md
new file mode 100644
index 0000000000..0d4bc78dff
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 36"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 36
+
+State House district 36 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/37.md b/data/jurisdictions/us/states/va/districts/house/37.md
new file mode 100644
index 0000000000..e672859225
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 37"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 37
+
+State House district 37 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/38.md b/data/jurisdictions/us/states/va/districts/house/38.md
new file mode 100644
index 0000000000..bc4f3bfd8b
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 38"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 38
+
+State House district 38 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/39.md b/data/jurisdictions/us/states/va/districts/house/39.md
new file mode 100644
index 0000000000..b9ffca395a
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 39"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 39
+
+State House district 39 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/4.md b/data/jurisdictions/us/states/va/districts/house/4.md
new file mode 100644
index 0000000000..c4bca9820f
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 4"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 4
+
+State House district 4 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/40.md b/data/jurisdictions/us/states/va/districts/house/40.md
new file mode 100644
index 0000000000..431b41528b
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 40"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 40
+
+State House district 40 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/41.md b/data/jurisdictions/us/states/va/districts/house/41.md
new file mode 100644
index 0000000000..e94019e11a
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 41"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 41
+
+State House district 41 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/42.md b/data/jurisdictions/us/states/va/districts/house/42.md
new file mode 100644
index 0000000000..9db58cb91b
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 42"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 42
+
+State House district 42 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/43.md b/data/jurisdictions/us/states/va/districts/house/43.md
new file mode 100644
index 0000000000..df75c82b9a
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 43"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 43
+
+State House district 43 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/44.md b/data/jurisdictions/us/states/va/districts/house/44.md
new file mode 100644
index 0000000000..738a808125
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 44"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 44
+
+State House district 44 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/45.md b/data/jurisdictions/us/states/va/districts/house/45.md
new file mode 100644
index 0000000000..f4382db126
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 45"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 45
+
+State House district 45 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/46.md b/data/jurisdictions/us/states/va/districts/house/46.md
new file mode 100644
index 0000000000..9a561ed270
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 46"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 46
+
+State House district 46 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/47.md b/data/jurisdictions/us/states/va/districts/house/47.md
new file mode 100644
index 0000000000..ecf06be3a7
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 47"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 47
+
+State House district 47 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/48.md b/data/jurisdictions/us/states/va/districts/house/48.md
new file mode 100644
index 0000000000..389b13f5dc
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 48"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 48
+
+State House district 48 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/49.md b/data/jurisdictions/us/states/va/districts/house/49.md
new file mode 100644
index 0000000000..e89d705e6f
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 49"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 49
+
+State House district 49 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/5.md b/data/jurisdictions/us/states/va/districts/house/5.md
new file mode 100644
index 0000000000..19a2953a49
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 5"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 5
+
+State House district 5 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/50.md b/data/jurisdictions/us/states/va/districts/house/50.md
new file mode 100644
index 0000000000..263a8302fd
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 50"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 50
+
+State House district 50 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/51.md b/data/jurisdictions/us/states/va/districts/house/51.md
new file mode 100644
index 0000000000..63c3c8543e
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 51"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 51
+
+State House district 51 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/52.md b/data/jurisdictions/us/states/va/districts/house/52.md
new file mode 100644
index 0000000000..f686b1c2b6
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 52"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 52
+
+State House district 52 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/53.md b/data/jurisdictions/us/states/va/districts/house/53.md
new file mode 100644
index 0000000000..25ddf38546
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 53"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 53
+
+State House district 53 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/54.md b/data/jurisdictions/us/states/va/districts/house/54.md
new file mode 100644
index 0000000000..9d5ee4f0b5
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 54"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 54
+
+State House district 54 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/55.md b/data/jurisdictions/us/states/va/districts/house/55.md
new file mode 100644
index 0000000000..25f2765448
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 55"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 55
+
+State House district 55 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/56.md b/data/jurisdictions/us/states/va/districts/house/56.md
new file mode 100644
index 0000000000..2c3d78a780
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 56"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 56
+
+State House district 56 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/57.md b/data/jurisdictions/us/states/va/districts/house/57.md
new file mode 100644
index 0000000000..76113ed12d
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 57"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 57
+
+State House district 57 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/58.md b/data/jurisdictions/us/states/va/districts/house/58.md
new file mode 100644
index 0000000000..e2a441ab57
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 58"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 58
+
+State House district 58 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/59.md b/data/jurisdictions/us/states/va/districts/house/59.md
new file mode 100644
index 0000000000..cee5f1afd4
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 59"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 59
+
+State House district 59 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/6.md b/data/jurisdictions/us/states/va/districts/house/6.md
new file mode 100644
index 0000000000..720823e0e8
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 6"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 6
+
+State House district 6 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/60.md b/data/jurisdictions/us/states/va/districts/house/60.md
new file mode 100644
index 0000000000..46cf296a5c
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 60"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 60
+
+State House district 60 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/61.md b/data/jurisdictions/us/states/va/districts/house/61.md
new file mode 100644
index 0000000000..e1675dfea9
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 61"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 61
+
+State House district 61 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/62.md b/data/jurisdictions/us/states/va/districts/house/62.md
new file mode 100644
index 0000000000..2d9bd88b21
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 62"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 62
+
+State House district 62 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/63.md b/data/jurisdictions/us/states/va/districts/house/63.md
new file mode 100644
index 0000000000..25201923bf
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 63"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 63
+
+State House district 63 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/64.md b/data/jurisdictions/us/states/va/districts/house/64.md
new file mode 100644
index 0000000000..e4ca21976b
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 64"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 64
+
+State House district 64 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/65.md b/data/jurisdictions/us/states/va/districts/house/65.md
new file mode 100644
index 0000000000..a602bbca3a
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 65"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 65
+
+State House district 65 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/66.md b/data/jurisdictions/us/states/va/districts/house/66.md
new file mode 100644
index 0000000000..1fd202ae2d
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 66"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 66
+
+State House district 66 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/67.md b/data/jurisdictions/us/states/va/districts/house/67.md
new file mode 100644
index 0000000000..8073c0ce75
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 67"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 67
+
+State House district 67 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/68.md b/data/jurisdictions/us/states/va/districts/house/68.md
new file mode 100644
index 0000000000..e0f27c3338
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 68"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 68
+
+State House district 68 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/69.md b/data/jurisdictions/us/states/va/districts/house/69.md
new file mode 100644
index 0000000000..fdd646bb82
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 69"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 69
+
+State House district 69 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/7.md b/data/jurisdictions/us/states/va/districts/house/7.md
new file mode 100644
index 0000000000..5327460108
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 7"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 7
+
+State House district 7 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/70.md b/data/jurisdictions/us/states/va/districts/house/70.md
new file mode 100644
index 0000000000..ed39eb3baf
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 70"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 70
+
+State House district 70 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/71.md b/data/jurisdictions/us/states/va/districts/house/71.md
new file mode 100644
index 0000000000..cbaef0b602
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 71"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 71
+
+State House district 71 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/72.md b/data/jurisdictions/us/states/va/districts/house/72.md
new file mode 100644
index 0000000000..8037232140
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 72"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 72
+
+State House district 72 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/73.md b/data/jurisdictions/us/states/va/districts/house/73.md
new file mode 100644
index 0000000000..c69e0a6ec6
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 73"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 73
+
+State House district 73 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/74.md b/data/jurisdictions/us/states/va/districts/house/74.md
new file mode 100644
index 0000000000..77874a1a09
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 74"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 74
+
+State House district 74 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/75.md b/data/jurisdictions/us/states/va/districts/house/75.md
new file mode 100644
index 0000000000..a994fd897e
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 75"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 75
+
+State House district 75 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/76.md b/data/jurisdictions/us/states/va/districts/house/76.md
new file mode 100644
index 0000000000..fe1dc4f1ee
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 76"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 76
+
+State House district 76 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/77.md b/data/jurisdictions/us/states/va/districts/house/77.md
new file mode 100644
index 0000000000..955621333b
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 77"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 77
+
+State House district 77 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/78.md b/data/jurisdictions/us/states/va/districts/house/78.md
new file mode 100644
index 0000000000..0fae81a027
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 78"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 78
+
+State House district 78 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/79.md b/data/jurisdictions/us/states/va/districts/house/79.md
new file mode 100644
index 0000000000..251535c82d
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 79"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 79
+
+State House district 79 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/8.md b/data/jurisdictions/us/states/va/districts/house/8.md
new file mode 100644
index 0000000000..3c40ec27d8
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 8"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 8
+
+State House district 8 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/80.md b/data/jurisdictions/us/states/va/districts/house/80.md
new file mode 100644
index 0000000000..7bb42caf04
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 80"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 80
+
+State House district 80 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/81.md b/data/jurisdictions/us/states/va/districts/house/81.md
new file mode 100644
index 0000000000..c26b24af33
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 81"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 81
+
+State House district 81 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/82.md b/data/jurisdictions/us/states/va/districts/house/82.md
new file mode 100644
index 0000000000..2fb4c529db
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 82"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 82
+
+State House district 82 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/83.md b/data/jurisdictions/us/states/va/districts/house/83.md
new file mode 100644
index 0000000000..660fff6f74
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 83"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 83
+
+State House district 83 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/84.md b/data/jurisdictions/us/states/va/districts/house/84.md
new file mode 100644
index 0000000000..4bd6977632
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 84"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 84
+
+State House district 84 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/85.md b/data/jurisdictions/us/states/va/districts/house/85.md
new file mode 100644
index 0000000000..31d41a6cbb
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 85"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 85
+
+State House district 85 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/86.md b/data/jurisdictions/us/states/va/districts/house/86.md
new file mode 100644
index 0000000000..403b4475d6
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 86"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 86
+
+State House district 86 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/87.md b/data/jurisdictions/us/states/va/districts/house/87.md
new file mode 100644
index 0000000000..496e1f0bf6
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 87"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 87
+
+State House district 87 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/88.md b/data/jurisdictions/us/states/va/districts/house/88.md
new file mode 100644
index 0000000000..f540762a32
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 88"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 88
+
+State House district 88 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/89.md b/data/jurisdictions/us/states/va/districts/house/89.md
new file mode 100644
index 0000000000..d86198f05b
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 89"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 89
+
+State House district 89 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/9.md b/data/jurisdictions/us/states/va/districts/house/9.md
new file mode 100644
index 0000000000..94072ba809
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 9"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 9
+
+State House district 9 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/90.md b/data/jurisdictions/us/states/va/districts/house/90.md
new file mode 100644
index 0000000000..0212798599
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 90"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 90
+
+State House district 90 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/91.md b/data/jurisdictions/us/states/va/districts/house/91.md
new file mode 100644
index 0000000000..a93aea1005
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 91"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 91
+
+State House district 91 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/92.md b/data/jurisdictions/us/states/va/districts/house/92.md
new file mode 100644
index 0000000000..5519649776
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 92"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 92
+
+State House district 92 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/93.md b/data/jurisdictions/us/states/va/districts/house/93.md
new file mode 100644
index 0000000000..fa168f0f85
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 93"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 93
+
+State House district 93 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/94.md b/data/jurisdictions/us/states/va/districts/house/94.md
new file mode 100644
index 0000000000..b6bd2234e0
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 94"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 94
+
+State House district 94 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/95.md b/data/jurisdictions/us/states/va/districts/house/95.md
new file mode 100644
index 0000000000..5256efd4e7
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 95"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 95
+
+State House district 95 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/96.md b/data/jurisdictions/us/states/va/districts/house/96.md
new file mode 100644
index 0000000000..9bb04de491
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 96"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 96
+
+State House district 96 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/97.md b/data/jurisdictions/us/states/va/districts/house/97.md
new file mode 100644
index 0000000000..19213cc018
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 97"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 97
+
+State House district 97 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/98.md b/data/jurisdictions/us/states/va/districts/house/98.md
new file mode 100644
index 0000000000..aeaf14c356
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 98"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 98
+
+State House district 98 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/house/99.md b/data/jurisdictions/us/states/va/districts/house/99.md
new file mode 100644
index 0000000000..178ab599d6
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA House District 99"
+classification: state-house-district
+state: "VA"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA House District 99
+
+State House district 99 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/1.md b/data/jurisdictions/us/states/va/districts/senate/1.md
new file mode 100644
index 0000000000..a27c916261
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 1"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 1
+
+State Senate district 1 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/10.md b/data/jurisdictions/us/states/va/districts/senate/10.md
new file mode 100644
index 0000000000..62c2800bf8
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 10"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 10
+
+State Senate district 10 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/11.md b/data/jurisdictions/us/states/va/districts/senate/11.md
new file mode 100644
index 0000000000..0a3c044e1c
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 11"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 11
+
+State Senate district 11 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/12.md b/data/jurisdictions/us/states/va/districts/senate/12.md
new file mode 100644
index 0000000000..22a729a7e3
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 12"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 12
+
+State Senate district 12 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/13.md b/data/jurisdictions/us/states/va/districts/senate/13.md
new file mode 100644
index 0000000000..b63ff0cb80
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 13"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 13
+
+State Senate district 13 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/14.md b/data/jurisdictions/us/states/va/districts/senate/14.md
new file mode 100644
index 0000000000..d2de73f27e
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 14"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 14
+
+State Senate district 14 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/15.md b/data/jurisdictions/us/states/va/districts/senate/15.md
new file mode 100644
index 0000000000..f9fdbe1ce8
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 15"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 15
+
+State Senate district 15 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/16.md b/data/jurisdictions/us/states/va/districts/senate/16.md
new file mode 100644
index 0000000000..8a61008142
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 16"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 16
+
+State Senate district 16 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/17.md b/data/jurisdictions/us/states/va/districts/senate/17.md
new file mode 100644
index 0000000000..b3cd2b70d9
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 17"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 17
+
+State Senate district 17 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/18.md b/data/jurisdictions/us/states/va/districts/senate/18.md
new file mode 100644
index 0000000000..c291f4af67
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 18"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 18
+
+State Senate district 18 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/19.md b/data/jurisdictions/us/states/va/districts/senate/19.md
new file mode 100644
index 0000000000..7c22255cfb
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 19"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 19
+
+State Senate district 19 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/2.md b/data/jurisdictions/us/states/va/districts/senate/2.md
new file mode 100644
index 0000000000..44b83b492d
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 2"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 2
+
+State Senate district 2 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/20.md b/data/jurisdictions/us/states/va/districts/senate/20.md
new file mode 100644
index 0000000000..baae4cafa6
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 20"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 20
+
+State Senate district 20 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/21.md b/data/jurisdictions/us/states/va/districts/senate/21.md
new file mode 100644
index 0000000000..2c874b83a1
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 21"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 21
+
+State Senate district 21 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/22.md b/data/jurisdictions/us/states/va/districts/senate/22.md
new file mode 100644
index 0000000000..11fe5206ab
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 22"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 22
+
+State Senate district 22 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/23.md b/data/jurisdictions/us/states/va/districts/senate/23.md
new file mode 100644
index 0000000000..eebae293fc
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 23"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 23
+
+State Senate district 23 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/24.md b/data/jurisdictions/us/states/va/districts/senate/24.md
new file mode 100644
index 0000000000..ada0ac3f9d
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 24"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 24
+
+State Senate district 24 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/25.md b/data/jurisdictions/us/states/va/districts/senate/25.md
new file mode 100644
index 0000000000..c5a507a368
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 25"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 25
+
+State Senate district 25 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/26.md b/data/jurisdictions/us/states/va/districts/senate/26.md
new file mode 100644
index 0000000000..2033b88c94
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 26"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 26
+
+State Senate district 26 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/27.md b/data/jurisdictions/us/states/va/districts/senate/27.md
new file mode 100644
index 0000000000..ad34578e68
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 27"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 27
+
+State Senate district 27 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/28.md b/data/jurisdictions/us/states/va/districts/senate/28.md
new file mode 100644
index 0000000000..61e4466696
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 28"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 28
+
+State Senate district 28 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/29.md b/data/jurisdictions/us/states/va/districts/senate/29.md
new file mode 100644
index 0000000000..57edbf9ec7
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 29"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 29
+
+State Senate district 29 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/3.md b/data/jurisdictions/us/states/va/districts/senate/3.md
new file mode 100644
index 0000000000..d4a0d97a8d
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 3"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 3
+
+State Senate district 3 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/30.md b/data/jurisdictions/us/states/va/districts/senate/30.md
new file mode 100644
index 0000000000..80976bbe82
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 30"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 30
+
+State Senate district 30 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/31.md b/data/jurisdictions/us/states/va/districts/senate/31.md
new file mode 100644
index 0000000000..b0f764bea7
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 31"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 31
+
+State Senate district 31 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/32.md b/data/jurisdictions/us/states/va/districts/senate/32.md
new file mode 100644
index 0000000000..7310c339e1
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 32"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 32
+
+State Senate district 32 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/33.md b/data/jurisdictions/us/states/va/districts/senate/33.md
new file mode 100644
index 0000000000..e6b7c5a6af
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 33"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 33
+
+State Senate district 33 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/34.md b/data/jurisdictions/us/states/va/districts/senate/34.md
new file mode 100644
index 0000000000..6b4dfaf001
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 34"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 34
+
+State Senate district 34 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/35.md b/data/jurisdictions/us/states/va/districts/senate/35.md
new file mode 100644
index 0000000000..0f41391689
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 35"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 35
+
+State Senate district 35 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/36.md b/data/jurisdictions/us/states/va/districts/senate/36.md
new file mode 100644
index 0000000000..dceb821cb8
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 36"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 36
+
+State Senate district 36 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/37.md b/data/jurisdictions/us/states/va/districts/senate/37.md
new file mode 100644
index 0000000000..266b6eb8ff
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 37"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 37
+
+State Senate district 37 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/38.md b/data/jurisdictions/us/states/va/districts/senate/38.md
new file mode 100644
index 0000000000..9973a98e8f
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 38"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 38
+
+State Senate district 38 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/39.md b/data/jurisdictions/us/states/va/districts/senate/39.md
new file mode 100644
index 0000000000..3b76129fe3
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 39"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 39
+
+State Senate district 39 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/4.md b/data/jurisdictions/us/states/va/districts/senate/4.md
new file mode 100644
index 0000000000..66731e51fc
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 4"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 4
+
+State Senate district 4 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/40.md b/data/jurisdictions/us/states/va/districts/senate/40.md
new file mode 100644
index 0000000000..fdbe84ca31
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 40"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 40
+
+State Senate district 40 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/5.md b/data/jurisdictions/us/states/va/districts/senate/5.md
new file mode 100644
index 0000000000..06d4d0dcc2
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 5"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 5
+
+State Senate district 5 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/6.md b/data/jurisdictions/us/states/va/districts/senate/6.md
new file mode 100644
index 0000000000..7c230ba81f
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 6"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 6
+
+State Senate district 6 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/7.md b/data/jurisdictions/us/states/va/districts/senate/7.md
new file mode 100644
index 0000000000..8dd5b7be79
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 7"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 7
+
+State Senate district 7 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/8.md b/data/jurisdictions/us/states/va/districts/senate/8.md
new file mode 100644
index 0000000000..5b2885bb86
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 8"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 8
+
+State Senate district 8 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/districts/senate/9.md b/data/jurisdictions/us/states/va/districts/senate/9.md
new file mode 100644
index 0000000000..9d2ff39bfb
--- /dev/null
+++ b/data/jurisdictions/us/states/va/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VA Senate District 9"
+classification: state-senate-district
+state: "VA"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, va]
+timestamp: "2026-07-03"
+---
+
+# VA Senate District 9
+
+State Senate district 9 (VA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/va/people/aaron-rouse.md b/data/jurisdictions/us/states/va/people/aaron-rouse.md
index bacd749d58..2ab185bbe9 100644
--- a/data/jurisdictions/us/states/va/people/aaron-rouse.md
+++ b/data/jurisdictions/us/states/va/people/aaron-rouse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 22"
+represents: "us/states/va/districts/senate/22"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 22 (VA State Senate District 22).
 
+Represents [VA State Senate District 22](/us/states/va/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/adele-mcclure.md b/data/jurisdictions/us/states/va/people/adele-mcclure.md
index bdaefdb2ea..6b038850ef 100644
--- a/data/jurisdictions/us/states/va/people/adele-mcclure.md
+++ b/data/jurisdictions/us/states/va/people/adele-mcclure.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 2"
+represents: "us/states/va/districts/house/2"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 2 (VA State House of Representatives District 2).
 
+Represents [VA State House of Representatives District 2](/us/states/va/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/alex-askew.md b/data/jurisdictions/us/states/va/people/alex-askew.md
index 45f9c92253..2aa76b63e4 100644
--- a/data/jurisdictions/us/states/va/people/alex-askew.md
+++ b/data/jurisdictions/us/states/va/people/alex-askew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 95"
+represents: "us/states/va/districts/house/95"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 95 (VA State House of Representatives District 95).
 
+Represents [VA State House of Representatives District 95](/us/states/va/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/alfonso-lopez.md b/data/jurisdictions/us/states/va/people/alfonso-lopez.md
index 6898f195b3..3c5fef5d7a 100644
--- a/data/jurisdictions/us/states/va/people/alfonso-lopez.md
+++ b/data/jurisdictions/us/states/va/people/alfonso-lopez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 3"
+represents: "us/states/va/districts/house/3"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 3 (VA State House of Representatives District 3).
 
+Represents [VA State House of Representatives District 3](/us/states/va/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/amy-laufer.md b/data/jurisdictions/us/states/va/people/amy-laufer.md
index 6e9320a971..ed232db372 100644
--- a/data/jurisdictions/us/states/va/people/amy-laufer.md
+++ b/data/jurisdictions/us/states/va/people/amy-laufer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 55"
+represents: "us/states/va/districts/house/55"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 55 (VA State House of Representatives District 55).
 
+Represents [VA State House of Representatives District 55](/us/states/va/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/andrew-rice.md b/data/jurisdictions/us/states/va/people/andrew-rice.md
index 46917db2c3..cf044d272c 100644
--- a/data/jurisdictions/us/states/va/people/andrew-rice.md
+++ b/data/jurisdictions/us/states/va/people/andrew-rice.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 98"
+represents: "us/states/va/districts/house/98"
 tenure:
   start: "2026-03-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 98 (VA State House of Representatives District 98).
 
+Represents [VA State House of Representatives District 98](/us/states/va/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/angelia-graves.md b/data/jurisdictions/us/states/va/people/angelia-graves.md
index 8b56a781cf..fb4dad10a6 100644
--- a/data/jurisdictions/us/states/va/people/angelia-graves.md
+++ b/data/jurisdictions/us/states/va/people/angelia-graves.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 21"
+represents: "us/states/va/districts/senate/21"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 21 (VA State Senate District 21).
 
+Represents [VA State Senate District 21](/us/states/va/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/anne-ferrell-tata.md b/data/jurisdictions/us/states/va/people/anne-ferrell-tata.md
index 46c20b4c79..f16748c4b4 100644
--- a/data/jurisdictions/us/states/va/people/anne-ferrell-tata.md
+++ b/data/jurisdictions/us/states/va/people/anne-ferrell-tata.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 99"
+represents: "us/states/va/districts/house/99"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 99 (VA State House of Representatives District 99).
 
+Represents [VA State House of Representatives District 99](/us/states/va/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/atoosa-reaser.md b/data/jurisdictions/us/states/va/people/atoosa-reaser.md
index 8797577c89..008b453cc0 100644
--- a/data/jurisdictions/us/states/va/people/atoosa-reaser.md
+++ b/data/jurisdictions/us/states/va/people/atoosa-reaser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 27"
+represents: "us/states/va/districts/house/27"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 27 (VA State House of Representatives District 27).
 
+Represents [VA State House of Representatives District 27](/us/states/va/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/barbara-favola.md b/data/jurisdictions/us/states/va/people/barbara-favola.md
index a47e66df97..6fd26eaf59 100644
--- a/data/jurisdictions/us/states/va/people/barbara-favola.md
+++ b/data/jurisdictions/us/states/va/people/barbara-favola.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 40"
+represents: "us/states/va/districts/senate/40"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 40 (VA State Senate District 40).
 
+Represents [VA State Senate District 40](/us/states/va/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/betsy-carr.md b/data/jurisdictions/us/states/va/people/betsy-carr.md
index 6206ac850e..f28d992a16 100644
--- a/data/jurisdictions/us/states/va/people/betsy-carr.md
+++ b/data/jurisdictions/us/states/va/people/betsy-carr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 78"
+represents: "us/states/va/districts/house/78"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 78 (VA State House of Representatives District 78).
 
+Represents [VA State House of Representatives District 78](/us/states/va/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/bill-desteph.md b/data/jurisdictions/us/states/va/people/bill-desteph.md
index 66dfe84e77..1539313658 100644
--- a/data/jurisdictions/us/states/va/people/bill-desteph.md
+++ b/data/jurisdictions/us/states/va/people/bill-desteph.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 20"
+represents: "us/states/va/districts/senate/20"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 20 (VA State Senate District 20).
 
+Represents [VA State Senate District 20](/us/states/va/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/bill-stanley.md b/data/jurisdictions/us/states/va/people/bill-stanley.md
index 43987e4c97..9c0edb18a4 100644
--- a/data/jurisdictions/us/states/va/people/bill-stanley.md
+++ b/data/jurisdictions/us/states/va/people/bill-stanley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 7"
+represents: "us/states/va/districts/senate/7"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 7 (VA State Senate District 7).
 
+Represents [VA State Senate District 7](/us/states/va/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/bill-wiley.md b/data/jurisdictions/us/states/va/people/bill-wiley.md
index 843ad416e6..89a5b9db49 100644
--- a/data/jurisdictions/us/states/va/people/bill-wiley.md
+++ b/data/jurisdictions/us/states/va/people/bill-wiley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 32"
+represents: "us/states/va/districts/house/32"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 32 (VA State House of Representatives District 32).
 
+Represents [VA State House of Representatives District 32](/us/states/va/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/bonita-anthony.md b/data/jurisdictions/us/states/va/people/bonita-anthony.md
index bcb1fc5493..ce012d1b81 100644
--- a/data/jurisdictions/us/states/va/people/bonita-anthony.md
+++ b/data/jurisdictions/us/states/va/people/bonita-anthony.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 92"
+represents: "us/states/va/districts/house/92"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 92 (VA State House of Representatives District 92).
 
+Represents [VA State House of Representatives District 92](/us/states/va/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/briana-sewell.md b/data/jurisdictions/us/states/va/people/briana-sewell.md
index f469bb0fba..6463558c26 100644
--- a/data/jurisdictions/us/states/va/people/briana-sewell.md
+++ b/data/jurisdictions/us/states/va/people/briana-sewell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 25"
+represents: "us/states/va/districts/house/25"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 25 (VA State House of Representatives District 25).
 
+Represents [VA State House of Representatives District 25](/us/states/va/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/bryce-reeves.md b/data/jurisdictions/us/states/va/people/bryce-reeves.md
index 57077c9e03..0522c61eb4 100644
--- a/data/jurisdictions/us/states/va/people/bryce-reeves.md
+++ b/data/jurisdictions/us/states/va/people/bryce-reeves.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 28"
+represents: "us/states/va/districts/senate/28"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 28 (VA State Senate District 28).
 
+Represents [VA State Senate District 28](/us/states/va/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/buddy-fowler.md b/data/jurisdictions/us/states/va/people/buddy-fowler.md
index 4d675c75a5..0f4b40d05c 100644
--- a/data/jurisdictions/us/states/va/people/buddy-fowler.md
+++ b/data/jurisdictions/us/states/va/people/buddy-fowler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 59"
+represents: "us/states/va/districts/house/59"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 59 (VA State House of Representatives District 59).
 
+Represents [VA State House of Representatives District 59](/us/states/va/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/charlie-schmidt.md b/data/jurisdictions/us/states/va/people/charlie-schmidt.md
index c307bee795..61d0ffb39b 100644
--- a/data/jurisdictions/us/states/va/people/charlie-schmidt.md
+++ b/data/jurisdictions/us/states/va/people/charlie-schmidt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 77"
+represents: "us/states/va/districts/house/77"
 tenure:
   start: "2026-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 77 (VA State House of Representatives District 77).
 
+Represents [VA State House of Representatives District 77](/us/states/va/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/charniele-herring.md b/data/jurisdictions/us/states/va/people/charniele-herring.md
index 3ab79f2a96..dabc6953cd 100644
--- a/data/jurisdictions/us/states/va/people/charniele-herring.md
+++ b/data/jurisdictions/us/states/va/people/charniele-herring.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 4"
+represents: "us/states/va/districts/house/4"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 4 (VA State House of Representatives District 4).
 
+Represents [VA State House of Representatives District 4](/us/states/va/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/chris-head.md b/data/jurisdictions/us/states/va/people/chris-head.md
index f05c191482..b22f1006bd 100644
--- a/data/jurisdictions/us/states/va/people/chris-head.md
+++ b/data/jurisdictions/us/states/va/people/chris-head.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 3"
+represents: "us/states/va/districts/senate/3"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 3 (VA State Senate District 3).
 
+Represents [VA State Senate District 3](/us/states/va/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/chris-runion.md b/data/jurisdictions/us/states/va/people/chris-runion.md
index d0e2d908c0..900ab5e494 100644
--- a/data/jurisdictions/us/states/va/people/chris-runion.md
+++ b/data/jurisdictions/us/states/va/people/chris-runion.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 35"
+represents: "us/states/va/districts/house/35"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 35 (VA State House of Representatives District 35).
 
+Represents [VA State House of Representatives District 35](/us/states/va/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/christie-craig.md b/data/jurisdictions/us/states/va/people/christie-craig.md
index ecab36bcbe..7353aa68c8 100644
--- a/data/jurisdictions/us/states/va/people/christie-craig.md
+++ b/data/jurisdictions/us/states/va/people/christie-craig.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 19"
+represents: "us/states/va/districts/senate/19"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 19 (VA State Senate District 19).
 
+Represents [VA State Senate District 19](/us/states/va/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/cia-price.md b/data/jurisdictions/us/states/va/people/cia-price.md
index 72d5146dee..1c561ad3f6 100644
--- a/data/jurisdictions/us/states/va/people/cia-price.md
+++ b/data/jurisdictions/us/states/va/people/cia-price.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 85"
+represents: "us/states/va/districts/house/85"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 85 (VA State House of Representatives District 85).
 
+Represents [VA State House of Representatives District 85](/us/states/va/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/cliff-hayes.md b/data/jurisdictions/us/states/va/people/cliff-hayes.md
index 64b732f3af..393c871990 100644
--- a/data/jurisdictions/us/states/va/people/cliff-hayes.md
+++ b/data/jurisdictions/us/states/va/people/cliff-hayes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 91"
+represents: "us/states/va/districts/house/91"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 91 (VA State House of Representatives District 91).
 
+Represents [VA State House of Representatives District 91](/us/states/va/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/creigh-deeds.md b/data/jurisdictions/us/states/va/people/creigh-deeds.md
index 305f16e140..4fd86b9a7a 100644
--- a/data/jurisdictions/us/states/va/people/creigh-deeds.md
+++ b/data/jurisdictions/us/states/va/people/creigh-deeds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 11"
+represents: "us/states/va/districts/senate/11"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 11 (VA State Senate District 11).
 
+Represents [VA State Senate District 11](/us/states/va/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/dan-helmer.md b/data/jurisdictions/us/states/va/people/dan-helmer.md
index 821462f6fd..b6988c1138 100644
--- a/data/jurisdictions/us/states/va/people/dan-helmer.md
+++ b/data/jurisdictions/us/states/va/people/dan-helmer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 10"
+represents: "us/states/va/districts/house/10"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 10 (VA State House of Representatives District 10).
 
+Represents [VA State House of Representatives District 10](/us/states/va/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/danica-roem.md b/data/jurisdictions/us/states/va/people/danica-roem.md
index 68407d90d4..8589e93b36 100644
--- a/data/jurisdictions/us/states/va/people/danica-roem.md
+++ b/data/jurisdictions/us/states/va/people/danica-roem.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 30"
+represents: "us/states/va/districts/senate/30"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 30 (VA State Senate District 30).
 
+Represents [VA State Senate District 30](/us/states/va/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/danny-diggs.md b/data/jurisdictions/us/states/va/people/danny-diggs.md
index d2d1da2b8c..4dfbebed8f 100644
--- a/data/jurisdictions/us/states/va/people/danny-diggs.md
+++ b/data/jurisdictions/us/states/va/people/danny-diggs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 24"
+represents: "us/states/va/districts/senate/24"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 24 (VA State Senate District 24).
 
+Represents [VA State Senate District 24](/us/states/va/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/dave-marsden.md b/data/jurisdictions/us/states/va/people/dave-marsden.md
index 1fff8037a6..627feb2af2 100644
--- a/data/jurisdictions/us/states/va/people/dave-marsden.md
+++ b/data/jurisdictions/us/states/va/people/dave-marsden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 35"
+represents: "us/states/va/districts/senate/35"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 35 (VA State Senate District 35).
 
+Represents [VA State Senate District 35](/us/states/va/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/david-reid.md b/data/jurisdictions/us/states/va/people/david-reid.md
index 49b30c8822..0cdf872149 100644
--- a/data/jurisdictions/us/states/va/people/david-reid.md
+++ b/data/jurisdictions/us/states/va/people/david-reid.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 28"
+represents: "us/states/va/districts/house/28"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 28 (VA State House of Representatives District 28).
 
+Represents [VA State House of Representatives District 28](/us/states/va/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/david-suetterlein.md b/data/jurisdictions/us/states/va/people/david-suetterlein.md
index 99cd54a1a8..2072abdfb0 100644
--- a/data/jurisdictions/us/states/va/people/david-suetterlein.md
+++ b/data/jurisdictions/us/states/va/people/david-suetterlein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 4"
+represents: "us/states/va/districts/senate/4"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 4 (VA State Senate District 4).
 
+Represents [VA State Senate District 4](/us/states/va/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/debra-gardner.md b/data/jurisdictions/us/states/va/people/debra-gardner.md
index 7081bc4ed5..e4fb1ee0b4 100644
--- a/data/jurisdictions/us/states/va/people/debra-gardner.md
+++ b/data/jurisdictions/us/states/va/people/debra-gardner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 76"
+represents: "us/states/va/districts/house/76"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 76 (VA State House of Representatives District 76).
 
+Represents [VA State House of Representatives District 76](/us/states/va/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/delores-mcquinn.md b/data/jurisdictions/us/states/va/people/delores-mcquinn.md
index a419751232..d80c0883ab 100644
--- a/data/jurisdictions/us/states/va/people/delores-mcquinn.md
+++ b/data/jurisdictions/us/states/va/people/delores-mcquinn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 81"
+represents: "us/states/va/districts/house/81"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 81 (VA State House of Representatives District 81).
 
+Represents [VA State House of Representatives District 81](/us/states/va/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/delores-oates.md b/data/jurisdictions/us/states/va/people/delores-oates.md
index d0c4c0ea3f..3a5a38fc20 100644
--- a/data/jurisdictions/us/states/va/people/delores-oates.md
+++ b/data/jurisdictions/us/states/va/people/delores-oates.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 31"
+represents: "us/states/va/districts/house/31"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 31 (VA State House of Representatives District 31).
 
+Represents [VA State House of Representatives District 31](/us/states/va/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/destiny-levere-bolling.md b/data/jurisdictions/us/states/va/people/destiny-levere-bolling.md
index 0c79bef352..f056f4bcfb 100644
--- a/data/jurisdictions/us/states/va/people/destiny-levere-bolling.md
+++ b/data/jurisdictions/us/states/va/people/destiny-levere-bolling.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 80"
+represents: "us/states/va/districts/house/80"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 80 (VA State House of Representatives District 80).
 
+Represents [VA State House of Representatives District 80](/us/states/va/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/don-scott.md b/data/jurisdictions/us/states/va/people/don-scott.md
index d9c0731316..cd5a413239 100644
--- a/data/jurisdictions/us/states/va/people/don-scott.md
+++ b/data/jurisdictions/us/states/va/people/don-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 88"
+represents: "us/states/va/districts/house/88"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 88 (VA State House of Representatives District 88).
 
+Represents [VA State House of Representatives District 88](/us/states/va/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/elizabeth-bennett-parker.md b/data/jurisdictions/us/states/va/people/elizabeth-bennett-parker.md
index 03c60f192f..8db09d80ab 100644
--- a/data/jurisdictions/us/states/va/people/elizabeth-bennett-parker.md
+++ b/data/jurisdictions/us/states/va/people/elizabeth-bennett-parker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 39"
+represents: "us/states/va/districts/senate/39"
 tenure:
   start: "2026-02-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 39 (VA State Senate District 39).
 
+Represents [VA State Senate District 39](/us/states/va/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/ellen-mclaughlin.md b/data/jurisdictions/us/states/va/people/ellen-mclaughlin.md
index 31bbc37acc..690324fd7c 100644
--- a/data/jurisdictions/us/states/va/people/ellen-mclaughlin.md
+++ b/data/jurisdictions/us/states/va/people/ellen-mclaughlin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 36"
+represents: "us/states/va/districts/house/36"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 36 (VA State House of Representatives District 36).
 
+Represents [VA State House of Representatives District 36](/us/states/va/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/emily-jordan.md b/data/jurisdictions/us/states/va/people/emily-jordan.md
index d6718e1511..c2db9ef86c 100644
--- a/data/jurisdictions/us/states/va/people/emily-jordan.md
+++ b/data/jurisdictions/us/states/va/people/emily-jordan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 17"
+represents: "us/states/va/districts/senate/17"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 17 (VA State Senate District 17).
 
+Represents [VA State Senate District 17](/us/states/va/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/eric-phillips.md b/data/jurisdictions/us/states/va/people/eric-phillips.md
index bc1193078f..71d5b487e9 100644
--- a/data/jurisdictions/us/states/va/people/eric-phillips.md
+++ b/data/jurisdictions/us/states/va/people/eric-phillips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 48"
+represents: "us/states/va/districts/house/48"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 48 (VA State House of Representatives District 48).
 
+Represents [VA State House of Representatives District 48](/us/states/va/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/eric-zehr.md b/data/jurisdictions/us/states/va/people/eric-zehr.md
index 4de1b1e5c2..cb0dbe5c5d 100644
--- a/data/jurisdictions/us/states/va/people/eric-zehr.md
+++ b/data/jurisdictions/us/states/va/people/eric-zehr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 51"
+represents: "us/states/va/districts/house/51"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 51 (VA State House of Representatives District 51).
 
+Represents [VA State House of Representatives District 51](/us/states/va/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/garrett-mcguire.md b/data/jurisdictions/us/states/va/people/garrett-mcguire.md
index 89fb9d1236..5f51767ce0 100644
--- a/data/jurisdictions/us/states/va/people/garrett-mcguire.md
+++ b/data/jurisdictions/us/states/va/people/garrett-mcguire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 17"
+represents: "us/states/va/districts/house/17"
 tenure:
   start: "2026-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 17 (VA State House of Representatives District 17).
 
+Represents [VA State House of Representatives District 17](/us/states/va/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/glen-sturtevant.md b/data/jurisdictions/us/states/va/people/glen-sturtevant.md
index 7c4b242d21..a04687d4ff 100644
--- a/data/jurisdictions/us/states/va/people/glen-sturtevant.md
+++ b/data/jurisdictions/us/states/va/people/glen-sturtevant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 12"
+represents: "us/states/va/districts/senate/12"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 12 (VA State Senate District 12).
 
+Represents [VA State Senate District 12](/us/states/va/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/gretchen-bulova.md b/data/jurisdictions/us/states/va/people/gretchen-bulova.md
index fda675baeb..5a0f20ec70 100644
--- a/data/jurisdictions/us/states/va/people/gretchen-bulova.md
+++ b/data/jurisdictions/us/states/va/people/gretchen-bulova.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 11"
+represents: "us/states/va/districts/house/11"
 tenure:
   start: "2026-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 11 (VA State House of Representatives District 11).
 
+Represents [VA State House of Representatives District 11](/us/states/va/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/hillary-pugh-kent.md b/data/jurisdictions/us/states/va/people/hillary-pugh-kent.md
index 1e9f6b9726..460536d831 100644
--- a/data/jurisdictions/us/states/va/people/hillary-pugh-kent.md
+++ b/data/jurisdictions/us/states/va/people/hillary-pugh-kent.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 67"
+represents: "us/states/va/districts/house/67"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 67 (VA State House of Representatives District 67).
 
+Represents [VA State House of Representatives District 67](/us/states/va/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/holly-seibold.md b/data/jurisdictions/us/states/va/people/holly-seibold.md
index 4b46fe962a..0b2fc89cab 100644
--- a/data/jurisdictions/us/states/va/people/holly-seibold.md
+++ b/data/jurisdictions/us/states/va/people/holly-seibold.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 12"
+represents: "us/states/va/districts/house/12"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 12 (VA State House of Representatives District 12).
 
+Represents [VA State House of Representatives District 12](/us/states/va/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/irene-shin.md b/data/jurisdictions/us/states/va/people/irene-shin.md
index cca8c311f9..dcdd69df9d 100644
--- a/data/jurisdictions/us/states/va/people/irene-shin.md
+++ b/data/jurisdictions/us/states/va/people/irene-shin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 8"
+represents: "us/states/va/districts/house/8"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 8 (VA State House of Representatives District 8).
 
+Represents [VA State House of Representatives District 8](/us/states/va/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/israel-o-quinn.md b/data/jurisdictions/us/states/va/people/israel-o-quinn.md
index cbe7702852..420f13c6f1 100644
--- a/data/jurisdictions/us/states/va/people/israel-o-quinn.md
+++ b/data/jurisdictions/us/states/va/people/israel-o-quinn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 44"
+represents: "us/states/va/districts/house/44"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 44 (VA State House of Representatives District 44).
 
+Represents [VA State House of Representatives District 44](/us/states/va/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/j-j-singh.md b/data/jurisdictions/us/states/va/people/j-j-singh.md
index eb0f35f4a1..b2b4a7bb62 100644
--- a/data/jurisdictions/us/states/va/people/j-j-singh.md
+++ b/data/jurisdictions/us/states/va/people/j-j-singh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 26"
+represents: "us/states/va/districts/house/26"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 26 (VA State House of Representatives District 26).
 
+Represents [VA State House of Representatives District 26](/us/states/va/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/j-r-henson.md b/data/jurisdictions/us/states/va/people/j-r-henson.md
index 8a7ee12dc1..d629e22982 100644
--- a/data/jurisdictions/us/states/va/people/j-r-henson.md
+++ b/data/jurisdictions/us/states/va/people/j-r-henson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 19"
+represents: "us/states/va/districts/house/19"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 19 (VA State House of Representatives District 19).
 
+Represents [VA State House of Representatives District 19](/us/states/va/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/jackie-glass.md b/data/jurisdictions/us/states/va/people/jackie-glass.md
index 6e147b9862..9ae158f35a 100644
--- a/data/jurisdictions/us/states/va/people/jackie-glass.md
+++ b/data/jurisdictions/us/states/va/people/jackie-glass.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 93"
+represents: "us/states/va/districts/house/93"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 93 (VA State House of Representatives District 93).
 
+Represents [VA State House of Representatives District 93](/us/states/va/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/jason-ballard.md b/data/jurisdictions/us/states/va/people/jason-ballard.md
index b9ea2f24b6..49da903ecf 100644
--- a/data/jurisdictions/us/states/va/people/jason-ballard.md
+++ b/data/jurisdictions/us/states/va/people/jason-ballard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 42"
+represents: "us/states/va/districts/house/42"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 42 (VA State House of Representatives District 42).
 
+Represents [VA State House of Representatives District 42](/us/states/va/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/jay-leftwich.md b/data/jurisdictions/us/states/va/people/jay-leftwich.md
index e5b42b4e29..f8f6431c8c 100644
--- a/data/jurisdictions/us/states/va/people/jay-leftwich.md
+++ b/data/jurisdictions/us/states/va/people/jay-leftwich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 90"
+represents: "us/states/va/districts/house/90"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 90 (VA State House of Representatives District 90).
 
+Represents [VA State House of Representatives District 90](/us/states/va/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/jeion-ward.md b/data/jurisdictions/us/states/va/people/jeion-ward.md
index 3fa6c061a2..e41a476ebf 100644
--- a/data/jurisdictions/us/states/va/people/jeion-ward.md
+++ b/data/jurisdictions/us/states/va/people/jeion-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 87"
+represents: "us/states/va/districts/house/87"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 87 (VA State House of Representatives District 87).
 
+Represents [VA State House of Representatives District 87](/us/states/va/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/jennifer-boysko.md b/data/jurisdictions/us/states/va/people/jennifer-boysko.md
index 5dc0250dc4..b08e3873fd 100644
--- a/data/jurisdictions/us/states/va/people/jennifer-boysko.md
+++ b/data/jurisdictions/us/states/va/people/jennifer-boysko.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 38"
+represents: "us/states/va/districts/senate/38"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 38 (VA State Senate District 38).
 
+Represents [VA State Senate District 38](/us/states/va/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/jennifer-carroll-foy.md b/data/jurisdictions/us/states/va/people/jennifer-carroll-foy.md
index 306a8a5d1a..2083b9e78e 100644
--- a/data/jurisdictions/us/states/va/people/jennifer-carroll-foy.md
+++ b/data/jurisdictions/us/states/va/people/jennifer-carroll-foy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 33"
+represents: "us/states/va/districts/senate/33"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 33 (VA State Senate District 33).
 
+Represents [VA State Senate District 33](/us/states/va/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/jeremy-mcpike.md b/data/jurisdictions/us/states/va/people/jeremy-mcpike.md
index f41d175c13..42caa68486 100644
--- a/data/jurisdictions/us/states/va/people/jeremy-mcpike.md
+++ b/data/jurisdictions/us/states/va/people/jeremy-mcpike.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 29"
+represents: "us/states/va/districts/senate/29"
 tenure:
   start: "2016-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 29 (VA State Senate District 29).
 
+Represents [VA State Senate District 29](/us/states/va/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/jessica-anderson.md b/data/jurisdictions/us/states/va/people/jessica-anderson.md
index a7d728b907..b0be8da219 100644
--- a/data/jurisdictions/us/states/va/people/jessica-anderson.md
+++ b/data/jurisdictions/us/states/va/people/jessica-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 71"
+represents: "us/states/va/districts/house/71"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 71 (VA State House of Representatives District 71).
 
+Represents [VA State House of Representatives District 71](/us/states/va/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/joe-mcnamara.md b/data/jurisdictions/us/states/va/people/joe-mcnamara.md
index 5fecd8850a..b0e2b1b97f 100644
--- a/data/jurisdictions/us/states/va/people/joe-mcnamara.md
+++ b/data/jurisdictions/us/states/va/people/joe-mcnamara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 40"
+represents: "us/states/va/districts/house/40"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 40 (VA State House of Representatives District 40).
 
+Represents [VA State House of Representatives District 40](/us/states/va/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/john-mcauliff.md b/data/jurisdictions/us/states/va/people/john-mcauliff.md
index c97b120589..b6ec8e5009 100644
--- a/data/jurisdictions/us/states/va/people/john-mcauliff.md
+++ b/data/jurisdictions/us/states/va/people/john-mcauliff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 30"
+represents: "us/states/va/districts/house/30"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 30 (VA State House of Representatives District 30).
 
+Represents [VA State House of Representatives District 30](/us/states/va/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/josh-cole.md b/data/jurisdictions/us/states/va/people/josh-cole.md
index 85b58e8709..69473d2729 100644
--- a/data/jurisdictions/us/states/va/people/josh-cole.md
+++ b/data/jurisdictions/us/states/va/people/josh-cole.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 65"
+represents: "us/states/va/districts/house/65"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 65 (VA State House of Representatives District 65).
 
+Represents [VA State House of Representatives District 65](/us/states/va/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/josh-thomas.md b/data/jurisdictions/us/states/va/people/josh-thomas.md
index 08a1132b3c..4972524b2f 100644
--- a/data/jurisdictions/us/states/va/people/josh-thomas.md
+++ b/data/jurisdictions/us/states/va/people/josh-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 21"
+represents: "us/states/va/districts/house/21"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 21 (VA State House of Representatives District 21).
 
+Represents [VA State House of Representatives District 21](/us/states/va/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/justin-pence.md b/data/jurisdictions/us/states/va/people/justin-pence.md
index 0679df1104..7af4adb5d3 100644
--- a/data/jurisdictions/us/states/va/people/justin-pence.md
+++ b/data/jurisdictions/us/states/va/people/justin-pence.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 33"
+represents: "us/states/va/districts/house/33"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 33 (VA State House of Representatives District 33).
 
+Represents [VA State House of Representatives District 33](/us/states/va/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/kacey-carnegie.md b/data/jurisdictions/us/states/va/people/kacey-carnegie.md
index 0fecb1adf4..bd5b1540a6 100644
--- a/data/jurisdictions/us/states/va/people/kacey-carnegie.md
+++ b/data/jurisdictions/us/states/va/people/kacey-carnegie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 89"
+represents: "us/states/va/districts/house/89"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 89 (VA State House of Representatives District 89).
 
+Represents [VA State House of Representatives District 89](/us/states/va/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/kannan-srinivasan.md b/data/jurisdictions/us/states/va/people/kannan-srinivasan.md
index a3ca10e39d..972ca2a2f8 100644
--- a/data/jurisdictions/us/states/va/people/kannan-srinivasan.md
+++ b/data/jurisdictions/us/states/va/people/kannan-srinivasan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 32"
+represents: "us/states/va/districts/senate/32"
 tenure:
   start: "2025-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 32 (VA State Senate District 32).
 
+Represents [VA State Senate District 32](/us/states/va/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/karen-hamilton.md b/data/jurisdictions/us/states/va/people/karen-hamilton.md
index a64d8db87c..95d0cd486c 100644
--- a/data/jurisdictions/us/states/va/people/karen-hamilton.md
+++ b/data/jurisdictions/us/states/va/people/karen-hamilton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 62"
+represents: "us/states/va/districts/house/62"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 62 (VA State House of Representatives District 62).
 
+Represents [VA State House of Representatives District 62](/us/states/va/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/karen-keys-gamarra.md b/data/jurisdictions/us/states/va/people/karen-keys-gamarra.md
index 9da9910e98..86e6a827ff 100644
--- a/data/jurisdictions/us/states/va/people/karen-keys-gamarra.md
+++ b/data/jurisdictions/us/states/va/people/karen-keys-gamarra.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 7"
+represents: "us/states/va/districts/house/7"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 7 (VA State House of Representatives District 7).
 
+Represents [VA State House of Representatives District 7](/us/states/va/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/karrie-delaney.md b/data/jurisdictions/us/states/va/people/karrie-delaney.md
index a427d8c2f5..df7687ce5c 100644
--- a/data/jurisdictions/us/states/va/people/karrie-delaney.md
+++ b/data/jurisdictions/us/states/va/people/karrie-delaney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 9"
+represents: "us/states/va/districts/house/9"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 9 (VA State House of Representatives District 9).
 
+Represents [VA State House of Representatives District 9](/us/states/va/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/kathy-tran.md b/data/jurisdictions/us/states/va/people/kathy-tran.md
index cade6d01a7..9f61dbd68c 100644
--- a/data/jurisdictions/us/states/va/people/kathy-tran.md
+++ b/data/jurisdictions/us/states/va/people/kathy-tran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 18"
+represents: "us/states/va/districts/house/18"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 18 (VA State House of Representatives District 18).
 
+Represents [VA State House of Representatives District 18](/us/states/va/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/katrina-callsen.md b/data/jurisdictions/us/states/va/people/katrina-callsen.md
index ac456ba0ce..85ecb29413 100644
--- a/data/jurisdictions/us/states/va/people/katrina-callsen.md
+++ b/data/jurisdictions/us/states/va/people/katrina-callsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 54"
+represents: "us/states/va/districts/house/54"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 54 (VA State House of Representatives District 54).
 
+Represents [VA State House of Representatives District 54](/us/states/va/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/keith-hodges.md b/data/jurisdictions/us/states/va/people/keith-hodges.md
index f2c7e995a5..da924f1556 100644
--- a/data/jurisdictions/us/states/va/people/keith-hodges.md
+++ b/data/jurisdictions/us/states/va/people/keith-hodges.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 68"
+represents: "us/states/va/districts/house/68"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 68 (VA State House of Representatives District 68).
 
+Represents [VA State House of Representatives District 68](/us/states/va/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/kelly-fowler.md b/data/jurisdictions/us/states/va/people/kelly-fowler.md
index 260be592a1..9c91b6b998 100644
--- a/data/jurisdictions/us/states/va/people/kelly-fowler.md
+++ b/data/jurisdictions/us/states/va/people/kelly-fowler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 96"
+represents: "us/states/va/districts/house/96"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 96 (VA State House of Representatives District 96).
 
+Represents [VA State House of Representatives District 96](/us/states/va/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/kim-adams.md b/data/jurisdictions/us/states/va/people/kim-adams.md
index bfa982cd50..192624bd89 100644
--- a/data/jurisdictions/us/states/va/people/kim-adams.md
+++ b/data/jurisdictions/us/states/va/people/kim-adams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 82"
+represents: "us/states/va/districts/house/82"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 82 (VA State House of Representatives District 82).
 
+Represents [VA State House of Representatives District 82](/us/states/va/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/kirk-mcpike.md b/data/jurisdictions/us/states/va/people/kirk-mcpike.md
index 26712e815b..f0ab151931 100644
--- a/data/jurisdictions/us/states/va/people/kirk-mcpike.md
+++ b/data/jurisdictions/us/states/va/people/kirk-mcpike.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 5"
+represents: "us/states/va/districts/house/5"
 tenure:
   start: "2026-02-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 5 (VA State House of Representatives District 5).
 
+Represents [VA State House of Representatives District 5](/us/states/va/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/lamont-bagby.md b/data/jurisdictions/us/states/va/people/lamont-bagby.md
index 39e6a623a7..d56866f523 100644
--- a/data/jurisdictions/us/states/va/people/lamont-bagby.md
+++ b/data/jurisdictions/us/states/va/people/lamont-bagby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 14"
+represents: "us/states/va/districts/senate/14"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 14 (VA State Senate District 14).
 
+Represents [VA State Senate District 14](/us/states/va/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/lashrecse-aird.md b/data/jurisdictions/us/states/va/people/lashrecse-aird.md
index 554a12db02..451292604e 100644
--- a/data/jurisdictions/us/states/va/people/lashrecse-aird.md
+++ b/data/jurisdictions/us/states/va/people/lashrecse-aird.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 13"
+represents: "us/states/va/districts/senate/13"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 13 (VA State Senate District 13).
 
+Represents [VA State Senate District 13](/us/states/va/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/laura-jane-cohen.md b/data/jurisdictions/us/states/va/people/laura-jane-cohen.md
index 11c07bf300..794942d1e7 100644
--- a/data/jurisdictions/us/states/va/people/laura-jane-cohen.md
+++ b/data/jurisdictions/us/states/va/people/laura-jane-cohen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 15"
+represents: "us/states/va/districts/house/15"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 15 (VA State House of Representatives District 15).
 
+Represents [VA State House of Representatives District 15](/us/states/va/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/lee-ware.md b/data/jurisdictions/us/states/va/people/lee-ware.md
index 935347b725..939a501f42 100644
--- a/data/jurisdictions/us/states/va/people/lee-ware.md
+++ b/data/jurisdictions/us/states/va/people/lee-ware.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 72"
+represents: "us/states/va/districts/house/72"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 72 (VA State House of Representatives District 72).
 
+Represents [VA State House of Representatives District 72](/us/states/va/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/leslie-mehta.md b/data/jurisdictions/us/states/va/people/leslie-mehta.md
index 3182a24cbb..76b88af5a5 100644
--- a/data/jurisdictions/us/states/va/people/leslie-mehta.md
+++ b/data/jurisdictions/us/states/va/people/leslie-mehta.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 73"
+represents: "us/states/va/districts/house/73"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 73 (VA State House of Representatives District 73).
 
+Represents [VA State House of Representatives District 73](/us/states/va/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/lily-franklin.md b/data/jurisdictions/us/states/va/people/lily-franklin.md
index 87a161e46b..8ebdd31f4f 100644
--- a/data/jurisdictions/us/states/va/people/lily-franklin.md
+++ b/data/jurisdictions/us/states/va/people/lily-franklin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 41"
+represents: "us/states/va/districts/house/41"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 41 (VA State House of Representatives District 41).
 
+Represents [VA State House of Representatives District 41](/us/states/va/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/lindsey-dougherty.md b/data/jurisdictions/us/states/va/people/lindsey-dougherty.md
index 83b152708b..dd1f75072a 100644
--- a/data/jurisdictions/us/states/va/people/lindsey-dougherty.md
+++ b/data/jurisdictions/us/states/va/people/lindsey-dougherty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 75"
+represents: "us/states/va/districts/house/75"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 75 (VA State House of Representatives District 75).
 
+Represents [VA State House of Representatives District 75](/us/states/va/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/liz-guzman.md b/data/jurisdictions/us/states/va/people/liz-guzman.md
index 77a3f00ffe..d94a9c5bbf 100644
--- a/data/jurisdictions/us/states/va/people/liz-guzman.md
+++ b/data/jurisdictions/us/states/va/people/liz-guzman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 22"
+represents: "us/states/va/districts/house/22"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 22 (VA State House of Representatives District 22).
 
+Represents [VA State House of Representatives District 22](/us/states/va/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/louise-lucas.md b/data/jurisdictions/us/states/va/people/louise-lucas.md
index c56e768153..9babb6ff87 100644
--- a/data/jurisdictions/us/states/va/people/louise-lucas.md
+++ b/data/jurisdictions/us/states/va/people/louise-lucas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 18"
+represents: "us/states/va/districts/senate/18"
 tenure:
   start: "1992-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 18 (VA State Senate District 18).
 
+Represents [VA State Senate District 18](/us/states/va/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/luke-torian.md b/data/jurisdictions/us/states/va/people/luke-torian.md
index 69146b0961..922da14235 100644
--- a/data/jurisdictions/us/states/va/people/luke-torian.md
+++ b/data/jurisdictions/us/states/va/people/luke-torian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 24"
+represents: "us/states/va/districts/house/24"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 24 (VA State House of Representatives District 24).
 
+Represents [VA State House of Representatives District 24](/us/states/va/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/luther-cifers.md b/data/jurisdictions/us/states/va/people/luther-cifers.md
index c693fab46b..e0c339dc7c 100644
--- a/data/jurisdictions/us/states/va/people/luther-cifers.md
+++ b/data/jurisdictions/us/states/va/people/luther-cifers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 10"
+represents: "us/states/va/districts/senate/10"
 tenure:
   start: "2025-01-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 10 (VA State Senate District 10).
 
+Represents [VA State Senate District 10](/us/states/va/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/madison-whittle.md b/data/jurisdictions/us/states/va/people/madison-whittle.md
index 058f30ad15..ef85079eb5 100644
--- a/data/jurisdictions/us/states/va/people/madison-whittle.md
+++ b/data/jurisdictions/us/states/va/people/madison-whittle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 49"
+represents: "us/states/va/districts/house/49"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 49 (VA State House of Representatives District 49).
 
+Represents [VA State House of Representatives District 49](/us/states/va/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/mamie-locke.md b/data/jurisdictions/us/states/va/people/mamie-locke.md
index 3b7d329e0d..0ce5d59a65 100644
--- a/data/jurisdictions/us/states/va/people/mamie-locke.md
+++ b/data/jurisdictions/us/states/va/people/mamie-locke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 23"
+represents: "us/states/va/districts/senate/23"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 23 (VA State Senate District 23).
 
+Represents [VA State Senate District 23](/us/states/va/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/marcus-simon.md b/data/jurisdictions/us/states/va/people/marcus-simon.md
index 097fb1bbd4..f50f1f1c60 100644
--- a/data/jurisdictions/us/states/va/people/marcus-simon.md
+++ b/data/jurisdictions/us/states/va/people/marcus-simon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 13"
+represents: "us/states/va/districts/house/13"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 13 (VA State House of Representatives District 13).
 
+Represents [VA State House of Representatives District 13](/us/states/va/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/margaret-franklin.md b/data/jurisdictions/us/states/va/people/margaret-franklin.md
index 8431f69000..2319e0cb97 100644
--- a/data/jurisdictions/us/states/va/people/margaret-franklin.md
+++ b/data/jurisdictions/us/states/va/people/margaret-franklin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 23"
+represents: "us/states/va/districts/house/23"
 tenure:
   start: "2026-01-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 23 (VA State House of Representatives District 23).
 
+Represents [VA State House of Representatives District 23](/us/states/va/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/mark-downey.md b/data/jurisdictions/us/states/va/people/mark-downey.md
index 235e511fd6..36bdb183e2 100644
--- a/data/jurisdictions/us/states/va/people/mark-downey.md
+++ b/data/jurisdictions/us/states/va/people/mark-downey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 69"
+represents: "us/states/va/districts/house/69"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 69 (VA State House of Representatives District 69).
 
+Represents [VA State House of Representatives District 69](/us/states/va/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/mark-obenshain.md b/data/jurisdictions/us/states/va/people/mark-obenshain.md
index 123d1a6f7f..5ed6661339 100644
--- a/data/jurisdictions/us/states/va/people/mark-obenshain.md
+++ b/data/jurisdictions/us/states/va/people/mark-obenshain.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 2"
+represents: "us/states/va/districts/senate/2"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 2 (VA State Senate District 2).
 
+Represents [VA State Senate District 2](/us/states/va/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/mark-peake.md b/data/jurisdictions/us/states/va/people/mark-peake.md
index 04742d6699..1eedee5773 100644
--- a/data/jurisdictions/us/states/va/people/mark-peake.md
+++ b/data/jurisdictions/us/states/va/people/mark-peake.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 8"
+represents: "us/states/va/districts/senate/8"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 8 (VA State Senate District 8).
 
+Represents [VA State Senate District 8](/us/states/va/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/marty-martinez.md b/data/jurisdictions/us/states/va/people/marty-martinez.md
index 83453c719e..19f55e5686 100644
--- a/data/jurisdictions/us/states/va/people/marty-martinez.md
+++ b/data/jurisdictions/us/states/va/people/marty-martinez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 29"
+represents: "us/states/va/districts/house/29"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 29 (VA State House of Representatives District 29).
 
+Represents [VA State House of Representatives District 29](/us/states/va/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/may-nivar.md b/data/jurisdictions/us/states/va/people/may-nivar.md
index 25f3d64d1e..bf99e23783 100644
--- a/data/jurisdictions/us/states/va/people/may-nivar.md
+++ b/data/jurisdictions/us/states/va/people/may-nivar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 57"
+represents: "us/states/va/districts/house/57"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 57 (VA State House of Representatives District 57).
 
+Represents [VA State House of Representatives District 57](/us/states/va/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/michael-feggans.md b/data/jurisdictions/us/states/va/people/michael-feggans.md
index abe21e955a..59839cc91f 100644
--- a/data/jurisdictions/us/states/va/people/michael-feggans.md
+++ b/data/jurisdictions/us/states/va/people/michael-feggans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 97"
+represents: "us/states/va/districts/house/97"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 97 (VA State House of Representatives District 97).
 
+Represents [VA State House of Representatives District 97](/us/states/va/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/mike-cherry.md b/data/jurisdictions/us/states/va/people/mike-cherry.md
index fd9175c47f..1d72e9e0a7 100644
--- a/data/jurisdictions/us/states/va/people/mike-cherry.md
+++ b/data/jurisdictions/us/states/va/people/mike-cherry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 74"
+represents: "us/states/va/districts/house/74"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 74 (VA State House of Representatives District 74).
 
+Represents [VA State House of Representatives District 74](/us/states/va/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/mike-jones.md b/data/jurisdictions/us/states/va/people/mike-jones.md
index 1a7119c50e..6e4ab3bd97 100644
--- a/data/jurisdictions/us/states/va/people/mike-jones.md
+++ b/data/jurisdictions/us/states/va/people/mike-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 15"
+represents: "us/states/va/districts/senate/15"
 tenure:
   start: "2026-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 15 (VA State Senate District 15).
 
+Represents [VA State Senate District 15](/us/states/va/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/mike-webert.md b/data/jurisdictions/us/states/va/people/mike-webert.md
index b536573740..a9aae23efd 100644
--- a/data/jurisdictions/us/states/va/people/mike-webert.md
+++ b/data/jurisdictions/us/states/va/people/mike-webert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 61"
+represents: "us/states/va/districts/house/61"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 61 (VA State House of Representatives District 61).
 
+Represents [VA State House of Representatives District 61](/us/states/va/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/mitchell-cornett.md b/data/jurisdictions/us/states/va/people/mitchell-cornett.md
index b864e6a494..f037af479a 100644
--- a/data/jurisdictions/us/states/va/people/mitchell-cornett.md
+++ b/data/jurisdictions/us/states/va/people/mitchell-cornett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 46"
+represents: "us/states/va/districts/house/46"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 46 (VA State House of Representatives District 46).
 
+Represents [VA State House of Representatives District 46](/us/states/va/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/nadarius-clark.md b/data/jurisdictions/us/states/va/people/nadarius-clark.md
index bc849f97b4..21a4002b7f 100644
--- a/data/jurisdictions/us/states/va/people/nadarius-clark.md
+++ b/data/jurisdictions/us/states/va/people/nadarius-clark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 84"
+represents: "us/states/va/districts/house/84"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 84 (VA State House of Representatives District 84).
 
+Represents [VA State House of Representatives District 84](/us/states/va/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/nicole-cole.md b/data/jurisdictions/us/states/va/people/nicole-cole.md
index e039608221..b1c73d639c 100644
--- a/data/jurisdictions/us/states/va/people/nicole-cole.md
+++ b/data/jurisdictions/us/states/va/people/nicole-cole.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 66"
+represents: "us/states/va/districts/house/66"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 66 (VA State House of Representatives District 66).
 
+Represents [VA State House of Representatives District 66](/us/states/va/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/otto-wachsmann.md b/data/jurisdictions/us/states/va/people/otto-wachsmann.md
index ca83d4d736..42df773a1c 100644
--- a/data/jurisdictions/us/states/va/people/otto-wachsmann.md
+++ b/data/jurisdictions/us/states/va/people/otto-wachsmann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 83"
+represents: "us/states/va/districts/house/83"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 83 (VA State House of Representatives District 83).
 
+Represents [VA State House of Representatives District 83](/us/states/va/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/patrick-hope.md b/data/jurisdictions/us/states/va/people/patrick-hope.md
index 2afece3ca7..cb5291f7a9 100644
--- a/data/jurisdictions/us/states/va/people/patrick-hope.md
+++ b/data/jurisdictions/us/states/va/people/patrick-hope.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 1"
+represents: "us/states/va/districts/house/1"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 1 (VA State House of Representatives District 1).
 
+Represents [VA State House of Representatives District 1](/us/states/va/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/paul-krizek.md b/data/jurisdictions/us/states/va/people/paul-krizek.md
index 36b25ad0b7..a74957e302 100644
--- a/data/jurisdictions/us/states/va/people/paul-krizek.md
+++ b/data/jurisdictions/us/states/va/people/paul-krizek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 16"
+represents: "us/states/va/districts/house/16"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 16 (VA State House of Representatives District 16).
 
+Represents [VA State House of Representatives District 16](/us/states/va/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/phil-hernandez.md b/data/jurisdictions/us/states/va/people/phil-hernandez.md
index 19d15a41dc..1a2c0ae696 100644
--- a/data/jurisdictions/us/states/va/people/phil-hernandez.md
+++ b/data/jurisdictions/us/states/va/people/phil-hernandez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 94"
+represents: "us/states/va/districts/house/94"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 94 (VA State House of Representatives District 94).
 
+Represents [VA State House of Representatives District 94](/us/states/va/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/phil-scott.md b/data/jurisdictions/us/states/va/people/phil-scott.md
index 8147233295..851f82c6d7 100644
--- a/data/jurisdictions/us/states/va/people/phil-scott.md
+++ b/data/jurisdictions/us/states/va/people/phil-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 63"
+represents: "us/states/va/districts/house/63"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 63 (VA State House of Representatives District 63).
 
+Represents [VA State House of Representatives District 63](/us/states/va/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/rae-cousins.md b/data/jurisdictions/us/states/va/people/rae-cousins.md
index a8ea22bccc..9f221a25aa 100644
--- a/data/jurisdictions/us/states/va/people/rae-cousins.md
+++ b/data/jurisdictions/us/states/va/people/rae-cousins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 79"
+represents: "us/states/va/districts/house/79"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 79 (VA State House of Representatives District 79).
 
+Represents [VA State House of Representatives District 79](/us/states/va/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/richard-stuart.md b/data/jurisdictions/us/states/va/people/richard-stuart.md
index c22b41761e..5507a2a577 100644
--- a/data/jurisdictions/us/states/va/people/richard-stuart.md
+++ b/data/jurisdictions/us/states/va/people/richard-stuart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 25"
+represents: "us/states/va/districts/senate/25"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 25 (VA State Senate District 25).
 
+Represents [VA State Senate District 25](/us/states/va/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/rip-sullivan.md b/data/jurisdictions/us/states/va/people/rip-sullivan.md
index 109d050ec3..fc3a33ea4b 100644
--- a/data/jurisdictions/us/states/va/people/rip-sullivan.md
+++ b/data/jurisdictions/us/states/va/people/rip-sullivan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 6"
+represents: "us/states/va/districts/house/6"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 6 (VA State House of Representatives District 6).
 
+Represents [VA State House of Representatives District 6](/us/states/va/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/rob-bloxom.md b/data/jurisdictions/us/states/va/people/rob-bloxom.md
index 2f12d7acd9..bdef8d9d8a 100644
--- a/data/jurisdictions/us/states/va/people/rob-bloxom.md
+++ b/data/jurisdictions/us/states/va/people/rob-bloxom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 100"
+represents: "us/states/va/districts/house/100"
 tenure:
   start: "2014-02-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 100 (VA State House of Representatives District 100).
 
+Represents [VA State House of Representatives District 100](/us/states/va/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/rod-willett.md b/data/jurisdictions/us/states/va/people/rod-willett.md
index bb64b806a7..f75de254a9 100644
--- a/data/jurisdictions/us/states/va/people/rod-willett.md
+++ b/data/jurisdictions/us/states/va/people/rod-willett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 58"
+represents: "us/states/va/districts/house/58"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 58 (VA State House of Representatives District 58).
 
+Represents [VA State House of Representatives District 58](/us/states/va/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/russet-perry.md b/data/jurisdictions/us/states/va/people/russet-perry.md
index 952f1700cc..cc23480d87 100644
--- a/data/jurisdictions/us/states/va/people/russet-perry.md
+++ b/data/jurisdictions/us/states/va/people/russet-perry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 31"
+represents: "us/states/va/districts/senate/31"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 31 (VA State Senate District 31).
 
+Represents [VA State Senate District 31](/us/states/va/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/ryan-mcdougle.md b/data/jurisdictions/us/states/va/people/ryan-mcdougle.md
index 804a826405..ce67d661be 100644
--- a/data/jurisdictions/us/states/va/people/ryan-mcdougle.md
+++ b/data/jurisdictions/us/states/va/people/ryan-mcdougle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 26"
+represents: "us/states/va/districts/senate/26"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 26 (VA State Senate District 26).
 
+Represents [VA State Senate District 26](/us/states/va/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/saddam-salim.md b/data/jurisdictions/us/states/va/people/saddam-salim.md
index b5bf580ff8..db27b87301 100644
--- a/data/jurisdictions/us/states/va/people/saddam-salim.md
+++ b/data/jurisdictions/us/states/va/people/saddam-salim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 37"
+represents: "us/states/va/districts/senate/37"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 37 (VA State Senate District 37).
 
+Represents [VA State Senate District 37](/us/states/va/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/sam-rasoul.md b/data/jurisdictions/us/states/va/people/sam-rasoul.md
index 2b194e6877..7578f7ef0a 100644
--- a/data/jurisdictions/us/states/va/people/sam-rasoul.md
+++ b/data/jurisdictions/us/states/va/people/sam-rasoul.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 38"
+represents: "us/states/va/districts/house/38"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 38 (VA State House of Representatives District 38).
 
+Represents [VA State House of Representatives District 38](/us/states/va/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/schuyler-vanvalkenburg.md b/data/jurisdictions/us/states/va/people/schuyler-vanvalkenburg.md
index a0ef376e4b..706e5ba364 100644
--- a/data/jurisdictions/us/states/va/people/schuyler-vanvalkenburg.md
+++ b/data/jurisdictions/us/states/va/people/schuyler-vanvalkenburg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 16"
+represents: "us/states/va/districts/senate/16"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 16 (VA State Senate District 16).
 
+Represents [VA State Senate District 16](/us/states/va/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/scott-surovell.md b/data/jurisdictions/us/states/va/people/scott-surovell.md
index 55b633fe2e..28c4ceda4f 100644
--- a/data/jurisdictions/us/states/va/people/scott-surovell.md
+++ b/data/jurisdictions/us/states/va/people/scott-surovell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 34"
+represents: "us/states/va/districts/senate/34"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 34 (VA State Senate District 34).
 
+Represents [VA State Senate District 34](/us/states/va/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/scott-wyatt.md b/data/jurisdictions/us/states/va/people/scott-wyatt.md
index 029ca46a2d..8bcc58e7e7 100644
--- a/data/jurisdictions/us/states/va/people/scott-wyatt.md
+++ b/data/jurisdictions/us/states/va/people/scott-wyatt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 60"
+represents: "us/states/va/districts/house/60"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 60 (VA State House of Representatives District 60).
 
+Represents [VA State House of Representatives District 60](/us/states/va/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/shelly-simonds.md b/data/jurisdictions/us/states/va/people/shelly-simonds.md
index f775fce22f..2e6f9a078d 100644
--- a/data/jurisdictions/us/states/va/people/shelly-simonds.md
+++ b/data/jurisdictions/us/states/va/people/shelly-simonds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 70"
+represents: "us/states/va/districts/house/70"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 70 (VA State House of Representatives District 70).
 
+Represents [VA State House of Representatives District 70](/us/states/va/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/stacey-carroll.md b/data/jurisdictions/us/states/va/people/stacey-carroll.md
index 1103e5e17f..114df4db3c 100644
--- a/data/jurisdictions/us/states/va/people/stacey-carroll.md
+++ b/data/jurisdictions/us/states/va/people/stacey-carroll.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 64"
+represents: "us/states/va/districts/house/64"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 64 (VA State House of Representatives District 64).
 
+Represents [VA State House of Representatives District 64](/us/states/va/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/stella-pekarsky.md b/data/jurisdictions/us/states/va/people/stella-pekarsky.md
index 719f839674..0a39d85df1 100644
--- a/data/jurisdictions/us/states/va/people/stella-pekarsky.md
+++ b/data/jurisdictions/us/states/va/people/stella-pekarsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 36"
+represents: "us/states/va/districts/senate/36"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 36 (VA State Senate District 36).
 
+Represents [VA State Senate District 36](/us/states/va/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/tammy-mulchi.md b/data/jurisdictions/us/states/va/people/tammy-mulchi.md
index 34c6950309..33f574d918 100644
--- a/data/jurisdictions/us/states/va/people/tammy-mulchi.md
+++ b/data/jurisdictions/us/states/va/people/tammy-mulchi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 9"
+represents: "us/states/va/districts/senate/9"
 tenure:
   start: "2024-01-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 9 (VA State Senate District 9).
 
+Represents [VA State Senate District 9](/us/states/va/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/tara-durant.md b/data/jurisdictions/us/states/va/people/tara-durant.md
index a0e05afef3..56d702ce89 100644
--- a/data/jurisdictions/us/states/va/people/tara-durant.md
+++ b/data/jurisdictions/us/states/va/people/tara-durant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 27"
+represents: "us/states/va/districts/senate/27"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 27 (VA State Senate District 27).
 
+Represents [VA State Senate District 27](/us/states/va/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/terry-austin.md b/data/jurisdictions/us/states/va/people/terry-austin.md
index 3e7fe19d7c..a688bb5b29 100644
--- a/data/jurisdictions/us/states/va/people/terry-austin.md
+++ b/data/jurisdictions/us/states/va/people/terry-austin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 37"
+represents: "us/states/va/districts/house/37"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 37 (VA State House of Representatives District 37).
 
+Represents [VA State House of Representatives District 37](/us/states/va/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/terry-kilgore.md b/data/jurisdictions/us/states/va/people/terry-kilgore.md
index d9b5b01481..6a5994c122 100644
--- a/data/jurisdictions/us/states/va/people/terry-kilgore.md
+++ b/data/jurisdictions/us/states/va/people/terry-kilgore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 45"
+represents: "us/states/va/districts/house/45"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 45 (VA State House of Representatives District 45).
 
+Represents [VA State House of Representatives District 45](/us/states/va/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/tim-griffin.md b/data/jurisdictions/us/states/va/people/tim-griffin.md
index 9e4a1a96ed..e581bb353c 100644
--- a/data/jurisdictions/us/states/va/people/tim-griffin.md
+++ b/data/jurisdictions/us/states/va/people/tim-griffin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 53"
+represents: "us/states/va/districts/house/53"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 53 (VA State House of Representatives District 53).
 
+Represents [VA State House of Representatives District 53](/us/states/va/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/timmy-french.md b/data/jurisdictions/us/states/va/people/timmy-french.md
index 903427d598..2d763f70e7 100644
--- a/data/jurisdictions/us/states/va/people/timmy-french.md
+++ b/data/jurisdictions/us/states/va/people/timmy-french.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 1"
+represents: "us/states/va/districts/senate/1"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 1 (VA State Senate District 1).
 
+Represents [VA State Senate District 1](/us/states/va/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/todd-pillion.md b/data/jurisdictions/us/states/va/people/todd-pillion.md
index 88cc7f4d07..8e95c3bfa2 100644
--- a/data/jurisdictions/us/states/va/people/todd-pillion.md
+++ b/data/jurisdictions/us/states/va/people/todd-pillion.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 6"
+represents: "us/states/va/districts/senate/6"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 6 (VA State Senate District 6).
 
+Represents [VA State Senate District 6](/us/states/va/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/tom-garrett.md b/data/jurisdictions/us/states/va/people/tom-garrett.md
index b8ac470b80..16d0eca814 100644
--- a/data/jurisdictions/us/states/va/people/tom-garrett.md
+++ b/data/jurisdictions/us/states/va/people/tom-garrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 56"
+represents: "us/states/va/districts/house/56"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 56 (VA State House of Representatives District 56).
 
+Represents [VA State House of Representatives District 56](/us/states/va/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/tommy-wright.md b/data/jurisdictions/us/states/va/people/tommy-wright.md
index bb9142b6b8..59952609a3 100644
--- a/data/jurisdictions/us/states/va/people/tommy-wright.md
+++ b/data/jurisdictions/us/states/va/people/tommy-wright.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 50"
+represents: "us/states/va/districts/house/50"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 50 (VA State House of Representatives District 50).
 
+Represents [VA State House of Representatives District 50](/us/states/va/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/tony-wilt.md b/data/jurisdictions/us/states/va/people/tony-wilt.md
index 3733dc1233..04668aa28a 100644
--- a/data/jurisdictions/us/states/va/people/tony-wilt.md
+++ b/data/jurisdictions/us/states/va/people/tony-wilt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 34"
+represents: "us/states/va/districts/house/34"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 34 (VA State House of Representatives District 34).
 
+Represents [VA State House of Representatives District 34](/us/states/va/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/travis-hackworth.md b/data/jurisdictions/us/states/va/people/travis-hackworth.md
index b88c4d09e0..c99dbe16c8 100644
--- a/data/jurisdictions/us/states/va/people/travis-hackworth.md
+++ b/data/jurisdictions/us/states/va/people/travis-hackworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State Senate District 5"
+represents: "us/states/va/districts/senate/5"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA Senate District 5 (VA State Senate District 5).
 
+Represents [VA State Senate District 5](/us/states/va/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/virgil-thornton.md b/data/jurisdictions/us/states/va/people/virgil-thornton.md
index 54e8ad6b4e..37ed9cd8bc 100644
--- a/data/jurisdictions/us/states/va/people/virgil-thornton.md
+++ b/data/jurisdictions/us/states/va/people/virgil-thornton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 86"
+represents: "us/states/va/districts/house/86"
 tenure:
   start: "2026-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 86 (VA State House of Representatives District 86).
 
+Represents [VA State House of Representatives District 86](/us/states/va/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/vivian-watts.md b/data/jurisdictions/us/states/va/people/vivian-watts.md
index 6ee2cd9723..bb32df493a 100644
--- a/data/jurisdictions/us/states/va/people/vivian-watts.md
+++ b/data/jurisdictions/us/states/va/people/vivian-watts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 14"
+represents: "us/states/va/districts/house/14"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 14 (VA State House of Representatives District 14).
 
+Represents [VA State House of Representatives District 14](/us/states/va/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/wendell-walker.md b/data/jurisdictions/us/states/va/people/wendell-walker.md
index 7818318688..7a1894ec40 100644
--- a/data/jurisdictions/us/states/va/people/wendell-walker.md
+++ b/data/jurisdictions/us/states/va/people/wendell-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 52"
+represents: "us/states/va/districts/house/52"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 52 (VA State House of Representatives District 52).
 
+Represents [VA State House of Representatives District 52](/us/states/va/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/will-davis.md b/data/jurisdictions/us/states/va/people/will-davis.md
index 5e2f5fe63c..e88b84c95b 100644
--- a/data/jurisdictions/us/states/va/people/will-davis.md
+++ b/data/jurisdictions/us/states/va/people/will-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 39"
+represents: "us/states/va/districts/house/39"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 39 (VA State House of Representatives District 39).
 
+Represents [VA State House of Representatives District 39](/us/states/va/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/will-morefield.md b/data/jurisdictions/us/states/va/people/will-morefield.md
index df8558e7d3..8870ba9b0f 100644
--- a/data/jurisdictions/us/states/va/people/will-morefield.md
+++ b/data/jurisdictions/us/states/va/people/will-morefield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 43"
+represents: "us/states/va/districts/house/43"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 43 (VA State House of Representatives District 43).
 
+Represents [VA State House of Representatives District 43](/us/states/va/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/va/people/wren-williams.md b/data/jurisdictions/us/states/va/people/wren-williams.md
index 6e8d743176..716c035e46 100644
--- a/data/jurisdictions/us/states/va/people/wren-williams.md
+++ b/data/jurisdictions/us/states/va/people/wren-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VA"
 district: "VA State House of Representatives District 47"
+represents: "us/states/va/districts/house/47"
 tenure:
   start: "2024-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VA House District 47 (VA State House of Representatives District 47).
 
+Represents [VA State House of Representatives District 47](/us/states/va/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/counties/addison/index.md b/data/jurisdictions/us/states/vt/counties/addison/index.md
index 0e9e3e6983..f89fc8512c 100644
--- a/data/jurisdictions/us/states/vt/counties/addison/index.md
+++ b/data/jurisdictions/us/states/vt/counties/addison/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 45
   hispanic: 1224
   bachelors_plus: 16482
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1224 |
 | Bachelor's or higher | 16482 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/bennington/index.md b/data/jurisdictions/us/states/vt/counties/bennington/index.md
index e283df16f0..a633ae4cea 100644
--- a/data/jurisdictions/us/states/vt/counties/bennington/index.md
+++ b/data/jurisdictions/us/states/vt/counties/bennington/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 36
   hispanic: 1047
   bachelors_plus: 16644
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 1047 |
 | Bachelor's or higher | 16644 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/caledonia/index.md b/data/jurisdictions/us/states/vt/counties/caledonia/index.md
index 4cb39eff25..3a7f536633 100644
--- a/data/jurisdictions/us/states/vt/counties/caledonia/index.md
+++ b/data/jurisdictions/us/states/vt/counties/caledonia/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 54
   hispanic: 657
   bachelors_plus: 10431
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 657 |
 | Bachelor's or higher | 10431 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/chittenden/index.md b/data/jurisdictions/us/states/vt/counties/chittenden/index.md
index cac848b950..16fe71781c 100644
--- a/data/jurisdictions/us/states/vt/counties/chittenden/index.md
+++ b/data/jurisdictions/us/states/vt/counties/chittenden/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 194
   hispanic: 4852
   bachelors_plus: 93670
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 4852 |
 | Bachelor's or higher | 93670 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/essex/index.md b/data/jurisdictions/us/states/vt/counties/essex/index.md
index 1687a859d3..20aaa5f80e 100644
--- a/data/jurisdictions/us/states/vt/counties/essex/index.md
+++ b/data/jurisdictions/us/states/vt/counties/essex/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 41
   hispanic: 96
   bachelors_plus: 1394
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9969
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 96 |
 | Bachelor's or higher | 1394 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/franklin/index.md b/data/jurisdictions/us/states/vt/counties/franklin/index.md
index 423ab4eedd..6ebbec0420 100644
--- a/data/jurisdictions/us/states/vt/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/vt/counties/franklin/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 141
   hispanic: 1016
   bachelors_plus: 14698
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1016 |
 | Bachelor's or higher | 14698 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/grand-isle/index.md b/data/jurisdictions/us/states/vt/counties/grand-isle/index.md
index 00c8e29790..25debcf6c7 100644
--- a/data/jurisdictions/us/states/vt/counties/grand-isle/index.md
+++ b/data/jurisdictions/us/states/vt/counties/grand-isle/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 100
   hispanic: 166
   bachelors_plus: 3559
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9992
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 166 |
 | Bachelor's or higher | 3559 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/lamoille/index.md b/data/jurisdictions/us/states/vt/counties/lamoille/index.md
index 7ce8606a1f..93d63c64ec 100644
--- a/data/jurisdictions/us/states/vt/counties/lamoille/index.md
+++ b/data/jurisdictions/us/states/vt/counties/lamoille/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 58
   hispanic: 661
   bachelors_plus: 11320
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 661 |
 | Bachelor's or higher | 11320 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/orange/index.md b/data/jurisdictions/us/states/vt/counties/orange/index.md
index 29b3bece16..2f056c0abb 100644
--- a/data/jurisdictions/us/states/vt/counties/orange/index.md
+++ b/data/jurisdictions/us/states/vt/counties/orange/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 65
   hispanic: 538
   bachelors_plus: 12408
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9987
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 538 |
 | Bachelor's or higher | 12408 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/orleans/index.md b/data/jurisdictions/us/states/vt/counties/orleans/index.md
index 6c098fd169..c4dccca797 100644
--- a/data/jurisdictions/us/states/vt/counties/orleans/index.md
+++ b/data/jurisdictions/us/states/vt/counties/orleans/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 124
   hispanic: 527
   bachelors_plus: 8645
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 527 |
 | Bachelor's or higher | 8645 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/rutland/index.md b/data/jurisdictions/us/states/vt/counties/rutland/index.md
index 3ecd736396..a21e3645f2 100644
--- a/data/jurisdictions/us/states/vt/counties/rutland/index.md
+++ b/data/jurisdictions/us/states/vt/counties/rutland/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 64
   hispanic: 1347
   bachelors_plus: 22264
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1347 |
 | Bachelor's or higher | 22264 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/washington/index.md b/data/jurisdictions/us/states/vt/counties/washington/index.md
index d86aa215a6..13ce1510b7 100644
--- a/data/jurisdictions/us/states/vt/counties/washington/index.md
+++ b/data/jurisdictions/us/states/vt/counties/washington/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 24
   hispanic: 1664
   bachelors_plus: 29988
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 1664 |
 | Bachelor's or higher | 29988 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/windham/index.md b/data/jurisdictions/us/states/vt/counties/windham/index.md
index d0168b7ee0..3a6cafc544 100644
--- a/data/jurisdictions/us/states/vt/counties/windham/index.md
+++ b/data/jurisdictions/us/states/vt/counties/windham/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 75
   hispanic: 1423
   bachelors_plus: 22380
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 1423 |
 | Bachelor's or higher | 22380 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/counties/windsor/index.md b/data/jurisdictions/us/states/vt/counties/windsor/index.md
index 42ab00169f..1125e70ddb 100644
--- a/data/jurisdictions/us/states/vt/counties/windsor/index.md
+++ b/data/jurisdictions/us/states/vt/counties/windsor/index.md
@@ -22,9 +22,15 @@ demographics:
   race_native: 44
   hispanic: 1327
   bachelors_plus: 26971
+districts:
+  - to: "us/states/vt/districts/00"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, vt]
 timestamp: "2026-07-03"
@@ -56,6 +62,11 @@ County jurisdiction.
 | Hispanic/Latino | 1327 |
 | Bachelor's or higher | 26971 |
 
+## Districts
+
+- [VT-00](/us/states/vt/districts/00.md) — 100% (congressional)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/vt/districts/00.md b/data/jurisdictions/us/states/vt/districts/00.md
index 56a60a4d33..e5f4cff931 100644
--- a/data/jurisdictions/us/states/vt/districts/00.md
+++ b/data/jurisdictions/us/states/vt/districts/00.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 213912
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, vt]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/vt/districts/house/addison-1.md b/data/jurisdictions/us/states/vt/districts/house/addison-1.md
new file mode 100644
index 0000000000..d37dcd83af
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/addison-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Addison-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Addison-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Addison-1
+
+State House district Addison-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/addison-2.md b/data/jurisdictions/us/states/vt/districts/house/addison-2.md
new file mode 100644
index 0000000000..4068a25875
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/addison-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Addison-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Addison-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Addison-2
+
+State House district Addison-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/addison-3.md b/data/jurisdictions/us/states/vt/districts/house/addison-3.md
new file mode 100644
index 0000000000..219134999f
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/addison-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Addison-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Addison-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Addison-3
+
+State House district Addison-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/addison-4.md b/data/jurisdictions/us/states/vt/districts/house/addison-4.md
new file mode 100644
index 0000000000..dc6fb96466
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/addison-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Addison-4"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Addison-4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Addison-4
+
+State House district Addison-4 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/addison-5.md b/data/jurisdictions/us/states/vt/districts/house/addison-5.md
new file mode 100644
index 0000000000..a84dbd1eab
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/addison-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Addison-5"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Addison-5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Addison-5
+
+State House district Addison-5 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/addison-rutland.md b/data/jurisdictions/us/states/vt/districts/house/addison-rutland.md
new file mode 100644
index 0000000000..e623526aa4
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/addison-rutland.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Addison-Rutland"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Addison-Rutland"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Addison-Rutland
+
+State House district Addison-Rutland (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/bennington-1.md b/data/jurisdictions/us/states/vt/districts/house/bennington-1.md
new file mode 100644
index 0000000000..49b92f7c31
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/bennington-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Bennington-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Bennington-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Bennington-1
+
+State House district Bennington-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/bennington-2.md b/data/jurisdictions/us/states/vt/districts/house/bennington-2.md
new file mode 100644
index 0000000000..34ccf5a866
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/bennington-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Bennington-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Bennington-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Bennington-2
+
+State House district Bennington-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/bennington-3.md b/data/jurisdictions/us/states/vt/districts/house/bennington-3.md
new file mode 100644
index 0000000000..56a430dadb
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/bennington-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Bennington-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Bennington-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Bennington-3
+
+State House district Bennington-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/bennington-4.md b/data/jurisdictions/us/states/vt/districts/house/bennington-4.md
new file mode 100644
index 0000000000..e2c332a6d0
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/bennington-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Bennington-4"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Bennington-4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Bennington-4
+
+State House district Bennington-4 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/bennington-5.md b/data/jurisdictions/us/states/vt/districts/house/bennington-5.md
new file mode 100644
index 0000000000..c5a0f3d64a
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/bennington-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Bennington-5"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Bennington-5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Bennington-5
+
+State House district Bennington-5 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/bennington-rutland.md b/data/jurisdictions/us/states/vt/districts/house/bennington-rutland.md
new file mode 100644
index 0000000000..65e7ae1540
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/bennington-rutland.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Bennington-Rutland"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Bennington-Rutland"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Bennington-Rutland
+
+State House district Bennington-Rutland (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/caledonia-1.md b/data/jurisdictions/us/states/vt/districts/house/caledonia-1.md
new file mode 100644
index 0000000000..a30ab56b3a
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/caledonia-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Caledonia-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Caledonia-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Caledonia-1
+
+State House district Caledonia-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/caledonia-2.md b/data/jurisdictions/us/states/vt/districts/house/caledonia-2.md
new file mode 100644
index 0000000000..678fd18235
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/caledonia-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Caledonia-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Caledonia-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Caledonia-2
+
+State House district Caledonia-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/caledonia-3.md b/data/jurisdictions/us/states/vt/districts/house/caledonia-3.md
new file mode 100644
index 0000000000..90aa439a20
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/caledonia-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Caledonia-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Caledonia-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Caledonia-3
+
+State House district Caledonia-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/caledonia-essex.md b/data/jurisdictions/us/states/vt/districts/house/caledonia-essex.md
new file mode 100644
index 0000000000..047d825fa1
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/caledonia-essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Caledonia-Essex"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Caledonia-Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Caledonia-Essex
+
+State House district Caledonia-Essex (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/caledonia-washington.md b/data/jurisdictions/us/states/vt/districts/house/caledonia-washington.md
new file mode 100644
index 0000000000..1158168b88
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/caledonia-washington.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Caledonia-Washington"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Caledonia-Washington"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Caledonia-Washington
+
+State House district Caledonia-Washington (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-1.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-1.md
new file mode 100644
index 0000000000..b04abec0b0
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-1
+
+State House district Chittenden-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-10.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-10.md
new file mode 100644
index 0000000000..83e894528a
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-10"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-10
+
+State House district Chittenden-10 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-11.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-11.md
new file mode 100644
index 0000000000..78c3e5af0d
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-11"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-11
+
+State House district Chittenden-11 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-12.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-12.md
new file mode 100644
index 0000000000..2083f9944c
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-12"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-12
+
+State House district Chittenden-12 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-13.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-13.md
new file mode 100644
index 0000000000..5e78436b1f
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-13"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-13
+
+State House district Chittenden-13 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-14.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-14.md
new file mode 100644
index 0000000000..1771ba1b94
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-14"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-14
+
+State House district Chittenden-14 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-15.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-15.md
new file mode 100644
index 0000000000..f8911fe904
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-15"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-15
+
+State House district Chittenden-15 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-16.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-16.md
new file mode 100644
index 0000000000..5d2bc319fc
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-16"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-16
+
+State House district Chittenden-16 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-17.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-17.md
new file mode 100644
index 0000000000..3a16c1cfc0
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-17"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-17
+
+State House district Chittenden-17 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-18.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-18.md
new file mode 100644
index 0000000000..69ec715d08
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-18"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-18
+
+State House district Chittenden-18 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-19.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-19.md
new file mode 100644
index 0000000000..b493446226
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-19"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-19
+
+State House district Chittenden-19 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-2.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-2.md
new file mode 100644
index 0000000000..b2ee8754f2
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-2
+
+State House district Chittenden-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-20.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-20.md
new file mode 100644
index 0000000000..785a5288f9
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-20"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-20
+
+State House district Chittenden-20 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-21.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-21.md
new file mode 100644
index 0000000000..32074c7f4c
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-21"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-21
+
+State House district Chittenden-21 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-22.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-22.md
new file mode 100644
index 0000000000..f4b1236428
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-22"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-22
+
+State House district Chittenden-22 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-23.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-23.md
new file mode 100644
index 0000000000..819a148ad3
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-23"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-23
+
+State House district Chittenden-23 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-24.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-24.md
new file mode 100644
index 0000000000..6c57cf88a6
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-24"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-24
+
+State House district Chittenden-24 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-25.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-25.md
new file mode 100644
index 0000000000..73ec99b160
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-25"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-25
+
+State House district Chittenden-25 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-3.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-3.md
new file mode 100644
index 0000000000..e901ff6309
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-3
+
+State House district Chittenden-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-4.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-4.md
new file mode 100644
index 0000000000..9bebe729a7
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-4"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-4
+
+State House district Chittenden-4 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-5.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-5.md
new file mode 100644
index 0000000000..bc058554b1
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-5"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-5
+
+State House district Chittenden-5 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-6.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-6.md
new file mode 100644
index 0000000000..1e44a0dc59
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-6"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-6
+
+State House district Chittenden-6 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-7.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-7.md
new file mode 100644
index 0000000000..df7f9927eb
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-7"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-7
+
+State House district Chittenden-7 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-8.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-8.md
new file mode 100644
index 0000000000..3ba72a5230
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-8"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-8
+
+State House district Chittenden-8 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-9.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-9.md
new file mode 100644
index 0000000000..b36c5589b1
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-9"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-9
+
+State House district Chittenden-9 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/chittenden-franklin.md b/data/jurisdictions/us/states/vt/districts/house/chittenden-franklin.md
new file mode 100644
index 0000000000..e20ab481f1
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/chittenden-franklin.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Chittenden-Franklin"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Chittenden-Franklin"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Chittenden-Franklin
+
+State House district Chittenden-Franklin (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/essex-caledonia.md b/data/jurisdictions/us/states/vt/districts/house/essex-caledonia.md
new file mode 100644
index 0000000000..ba5f5491a5
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/essex-caledonia.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Essex-Caledonia"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Essex-Caledonia"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Essex-Caledonia
+
+State House district Essex-Caledonia (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/essex-orleans.md b/data/jurisdictions/us/states/vt/districts/house/essex-orleans.md
new file mode 100644
index 0000000000..49eb86a58b
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/essex-orleans.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Essex-Orleans"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Essex-Orleans"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Essex-Orleans
+
+State House district Essex-Orleans (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/franklin-1.md b/data/jurisdictions/us/states/vt/districts/house/franklin-1.md
new file mode 100644
index 0000000000..668b469af9
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/franklin-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Franklin-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Franklin-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Franklin-1
+
+State House district Franklin-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/franklin-2.md b/data/jurisdictions/us/states/vt/districts/house/franklin-2.md
new file mode 100644
index 0000000000..760b59d547
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/franklin-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Franklin-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Franklin-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Franklin-2
+
+State House district Franklin-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/franklin-3.md b/data/jurisdictions/us/states/vt/districts/house/franklin-3.md
new file mode 100644
index 0000000000..60a827628b
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/franklin-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Franklin-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Franklin-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Franklin-3
+
+State House district Franklin-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/franklin-4.md b/data/jurisdictions/us/states/vt/districts/house/franklin-4.md
new file mode 100644
index 0000000000..452a849b5d
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/franklin-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Franklin-4"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Franklin-4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Franklin-4
+
+State House district Franklin-4 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/franklin-5.md b/data/jurisdictions/us/states/vt/districts/house/franklin-5.md
new file mode 100644
index 0000000000..49f6fe146f
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/franklin-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Franklin-5"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Franklin-5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Franklin-5
+
+State House district Franklin-5 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/franklin-6.md b/data/jurisdictions/us/states/vt/districts/house/franklin-6.md
new file mode 100644
index 0000000000..554433aa7f
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/franklin-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Franklin-6"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Franklin-6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Franklin-6
+
+State House district Franklin-6 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/franklin-7.md b/data/jurisdictions/us/states/vt/districts/house/franklin-7.md
new file mode 100644
index 0000000000..c0476f04b0
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/franklin-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Franklin-7"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Franklin-7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Franklin-7
+
+State House district Franklin-7 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/franklin-8.md b/data/jurisdictions/us/states/vt/districts/house/franklin-8.md
new file mode 100644
index 0000000000..296eaeb9f8
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/franklin-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Franklin-8"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Franklin-8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Franklin-8
+
+State House district Franklin-8 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/grand-isle-chittenden.md b/data/jurisdictions/us/states/vt/districts/house/grand-isle-chittenden.md
new file mode 100644
index 0000000000..cb336b0264
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/grand-isle-chittenden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Grand Isle-Chittenden"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Grand Isle-Chittenden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Grand Isle-Chittenden
+
+State House district Grand Isle-Chittenden (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/lamoille-1.md b/data/jurisdictions/us/states/vt/districts/house/lamoille-1.md
new file mode 100644
index 0000000000..d9c806fe69
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/lamoille-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Lamoille-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Lamoille-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Lamoille-1
+
+State House district Lamoille-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/lamoille-2.md b/data/jurisdictions/us/states/vt/districts/house/lamoille-2.md
new file mode 100644
index 0000000000..40c97a2519
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/lamoille-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Lamoille-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Lamoille-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Lamoille-2
+
+State House district Lamoille-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/lamoille-3.md b/data/jurisdictions/us/states/vt/districts/house/lamoille-3.md
new file mode 100644
index 0000000000..3a3f7b6b71
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/lamoille-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Lamoille-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Lamoille-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Lamoille-3
+
+State House district Lamoille-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/lamoille-washington.md b/data/jurisdictions/us/states/vt/districts/house/lamoille-washington.md
new file mode 100644
index 0000000000..2b6e967c36
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/lamoille-washington.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Lamoille-Washington"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Lamoille-Washington"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Lamoille-Washington
+
+State House district Lamoille-Washington (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/orange-1.md b/data/jurisdictions/us/states/vt/districts/house/orange-1.md
new file mode 100644
index 0000000000..f68cbdd298
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/orange-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Orange-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Orange-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Orange-1
+
+State House district Orange-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/orange-2.md b/data/jurisdictions/us/states/vt/districts/house/orange-2.md
new file mode 100644
index 0000000000..ad93c18065
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/orange-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Orange-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Orange-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Orange-2
+
+State House district Orange-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/orange-3.md b/data/jurisdictions/us/states/vt/districts/house/orange-3.md
new file mode 100644
index 0000000000..1d4307cbc1
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/orange-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Orange-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Orange-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Orange-3
+
+State House district Orange-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/orange-caledonia.md b/data/jurisdictions/us/states/vt/districts/house/orange-caledonia.md
new file mode 100644
index 0000000000..07a6bb9a4e
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/orange-caledonia.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Orange-Caledonia"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Orange-Caledonia"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Orange-Caledonia
+
+State House district Orange-Caledonia (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/orange-washington-addison.md b/data/jurisdictions/us/states/vt/districts/house/orange-washington-addison.md
new file mode 100644
index 0000000000..db8c39e940
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/orange-washington-addison.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Orange-Washington-Addison"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Orange-Washington-Addison"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Orange-Washington-Addison
+
+State House district Orange-Washington-Addison (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/orleans-1.md b/data/jurisdictions/us/states/vt/districts/house/orleans-1.md
new file mode 100644
index 0000000000..d7145d6e1f
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/orleans-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Orleans-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Orleans-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Orleans-1
+
+State House district Orleans-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/orleans-2.md b/data/jurisdictions/us/states/vt/districts/house/orleans-2.md
new file mode 100644
index 0000000000..1caad71c35
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/orleans-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Orleans-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Orleans-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Orleans-2
+
+State House district Orleans-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/orleans-3.md b/data/jurisdictions/us/states/vt/districts/house/orleans-3.md
new file mode 100644
index 0000000000..70d868faf3
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/orleans-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Orleans-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Orleans-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Orleans-3
+
+State House district Orleans-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/orleans-4.md b/data/jurisdictions/us/states/vt/districts/house/orleans-4.md
new file mode 100644
index 0000000000..a269f08552
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/orleans-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Orleans-4"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Orleans-4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Orleans-4
+
+State House district Orleans-4 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/orleans-lamoille.md b/data/jurisdictions/us/states/vt/districts/house/orleans-lamoille.md
new file mode 100644
index 0000000000..0535e2f22d
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/orleans-lamoille.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Orleans-Lamoille"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Orleans-Lamoille"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Orleans-Lamoille
+
+State House district Orleans-Lamoille (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-1.md b/data/jurisdictions/us/states/vt/districts/house/rutland-1.md
new file mode 100644
index 0000000000..9ab8f0ace4
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-1
+
+State House district Rutland-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-10.md b/data/jurisdictions/us/states/vt/districts/house/rutland-10.md
new file mode 100644
index 0000000000..02f7f82e89
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-10"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-10
+
+State House district Rutland-10 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-11.md b/data/jurisdictions/us/states/vt/districts/house/rutland-11.md
new file mode 100644
index 0000000000..10c44e3249
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-11"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-11
+
+State House district Rutland-11 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-2.md b/data/jurisdictions/us/states/vt/districts/house/rutland-2.md
new file mode 100644
index 0000000000..d0b7ab6e30
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-2
+
+State House district Rutland-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-3.md b/data/jurisdictions/us/states/vt/districts/house/rutland-3.md
new file mode 100644
index 0000000000..bbb60a8df6
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-3
+
+State House district Rutland-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-4.md b/data/jurisdictions/us/states/vt/districts/house/rutland-4.md
new file mode 100644
index 0000000000..e5ace575ac
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-4"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-4
+
+State House district Rutland-4 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-5.md b/data/jurisdictions/us/states/vt/districts/house/rutland-5.md
new file mode 100644
index 0000000000..e549f067f2
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-5"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-5
+
+State House district Rutland-5 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-6.md b/data/jurisdictions/us/states/vt/districts/house/rutland-6.md
new file mode 100644
index 0000000000..cd090ec841
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-6"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-6
+
+State House district Rutland-6 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-7.md b/data/jurisdictions/us/states/vt/districts/house/rutland-7.md
new file mode 100644
index 0000000000..5900f02c67
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-7"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-7
+
+State House district Rutland-7 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-8.md b/data/jurisdictions/us/states/vt/districts/house/rutland-8.md
new file mode 100644
index 0000000000..37ad308fae
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-8"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-8
+
+State House district Rutland-8 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-9.md b/data/jurisdictions/us/states/vt/districts/house/rutland-9.md
new file mode 100644
index 0000000000..2280d17f91
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-9"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-9
+
+State House district Rutland-9 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-bennington.md b/data/jurisdictions/us/states/vt/districts/house/rutland-bennington.md
new file mode 100644
index 0000000000..0fa3c2bf5d
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-bennington.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-Bennington"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-Bennington"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-Bennington
+
+State House district Rutland-Bennington (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/rutland-windsor.md b/data/jurisdictions/us/states/vt/districts/house/rutland-windsor.md
new file mode 100644
index 0000000000..8b15ba8c56
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/rutland-windsor.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Rutland-Windsor"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Rutland-Windsor"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Rutland-Windsor
+
+State House district Rutland-Windsor (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/washington-1.md b/data/jurisdictions/us/states/vt/districts/house/washington-1.md
new file mode 100644
index 0000000000..33bdaa67ab
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/washington-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Washington-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Washington-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Washington-1
+
+State House district Washington-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/washington-2.md b/data/jurisdictions/us/states/vt/districts/house/washington-2.md
new file mode 100644
index 0000000000..ce54a3e76a
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/washington-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Washington-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Washington-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Washington-2
+
+State House district Washington-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/washington-3.md b/data/jurisdictions/us/states/vt/districts/house/washington-3.md
new file mode 100644
index 0000000000..cbf78c6dd9
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/washington-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Washington-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Washington-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Washington-3
+
+State House district Washington-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/washington-4.md b/data/jurisdictions/us/states/vt/districts/house/washington-4.md
new file mode 100644
index 0000000000..1f132be44a
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/washington-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Washington-4"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Washington-4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Washington-4
+
+State House district Washington-4 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/washington-5.md b/data/jurisdictions/us/states/vt/districts/house/washington-5.md
new file mode 100644
index 0000000000..b018a38804
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/washington-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Washington-5"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Washington-5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Washington-5
+
+State House district Washington-5 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/washington-6.md b/data/jurisdictions/us/states/vt/districts/house/washington-6.md
new file mode 100644
index 0000000000..98a776d076
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/washington-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Washington-6"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Washington-6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Washington-6
+
+State House district Washington-6 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/washington-chittenden.md b/data/jurisdictions/us/states/vt/districts/house/washington-chittenden.md
new file mode 100644
index 0000000000..b3266df148
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/washington-chittenden.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Washington-Chittenden"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Washington-Chittenden"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Washington-Chittenden
+
+State House district Washington-Chittenden (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/washington-orange.md b/data/jurisdictions/us/states/vt/districts/house/washington-orange.md
new file mode 100644
index 0000000000..51baa1565e
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/washington-orange.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Washington-Orange"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Washington-Orange"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Washington-Orange
+
+State House district Washington-Orange (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windham-1.md b/data/jurisdictions/us/states/vt/districts/house/windham-1.md
new file mode 100644
index 0000000000..fabdcdfff2
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windham-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windham-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windham-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windham-1
+
+State House district Windham-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windham-2.md b/data/jurisdictions/us/states/vt/districts/house/windham-2.md
new file mode 100644
index 0000000000..278e7c5ac2
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windham-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windham-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windham-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windham-2
+
+State House district Windham-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windham-3.md b/data/jurisdictions/us/states/vt/districts/house/windham-3.md
new file mode 100644
index 0000000000..a5746a4662
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windham-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windham-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windham-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windham-3
+
+State House district Windham-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windham-4.md b/data/jurisdictions/us/states/vt/districts/house/windham-4.md
new file mode 100644
index 0000000000..e0f011878e
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windham-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windham-4"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windham-4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windham-4
+
+State House district Windham-4 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windham-5.md b/data/jurisdictions/us/states/vt/districts/house/windham-5.md
new file mode 100644
index 0000000000..ea75b4b3da
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windham-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windham-5"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windham-5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windham-5
+
+State House district Windham-5 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windham-6.md b/data/jurisdictions/us/states/vt/districts/house/windham-6.md
new file mode 100644
index 0000000000..0ffb8df8d5
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windham-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windham-6"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windham-6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windham-6
+
+State House district Windham-6 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windham-7.md b/data/jurisdictions/us/states/vt/districts/house/windham-7.md
new file mode 100644
index 0000000000..72310c085d
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windham-7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windham-7"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windham-7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windham-7
+
+State House district Windham-7 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windham-8.md b/data/jurisdictions/us/states/vt/districts/house/windham-8.md
new file mode 100644
index 0000000000..ad0a8c68ae
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windham-8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windham-8"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windham-8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windham-8
+
+State House district Windham-8 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windham-9.md b/data/jurisdictions/us/states/vt/districts/house/windham-9.md
new file mode 100644
index 0000000000..ad0086c387
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windham-9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windham-9"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windham-9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windham-9
+
+State House district Windham-9 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windham-windsor-bennington.md b/data/jurisdictions/us/states/vt/districts/house/windham-windsor-bennington.md
new file mode 100644
index 0000000000..3a79223224
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windham-windsor-bennington.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windham-Windsor-Bennington"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windham-Windsor-Bennington"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windham-Windsor-Bennington
+
+State House district Windham-Windsor-Bennington (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windsor-1.md b/data/jurisdictions/us/states/vt/districts/house/windsor-1.md
new file mode 100644
index 0000000000..2aa9201155
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windsor-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windsor-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windsor-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windsor-1
+
+State House district Windsor-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windsor-2.md b/data/jurisdictions/us/states/vt/districts/house/windsor-2.md
new file mode 100644
index 0000000000..97fb745991
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windsor-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windsor-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windsor-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windsor-2
+
+State House district Windsor-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windsor-3.md b/data/jurisdictions/us/states/vt/districts/house/windsor-3.md
new file mode 100644
index 0000000000..feac02b809
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windsor-3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windsor-3"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windsor-3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windsor-3
+
+State House district Windsor-3 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windsor-4.md b/data/jurisdictions/us/states/vt/districts/house/windsor-4.md
new file mode 100644
index 0000000000..3a82d2451e
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windsor-4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windsor-4"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windsor-4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windsor-4
+
+State House district Windsor-4 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windsor-5.md b/data/jurisdictions/us/states/vt/districts/house/windsor-5.md
new file mode 100644
index 0000000000..e4fe8451e4
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windsor-5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windsor-5"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windsor-5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windsor-5
+
+State House district Windsor-5 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windsor-6.md b/data/jurisdictions/us/states/vt/districts/house/windsor-6.md
new file mode 100644
index 0000000000..32386c17fc
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windsor-6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windsor-6"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windsor-6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windsor-6
+
+State House district Windsor-6 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windsor-addison.md b/data/jurisdictions/us/states/vt/districts/house/windsor-addison.md
new file mode 100644
index 0000000000..15bbbeb075
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windsor-addison.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windsor-Addison"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windsor-Addison"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windsor-Addison
+
+State House district Windsor-Addison (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windsor-orange-1.md b/data/jurisdictions/us/states/vt/districts/house/windsor-orange-1.md
new file mode 100644
index 0000000000..f567a93133
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windsor-orange-1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windsor-Orange-1"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windsor-Orange-1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windsor-Orange-1
+
+State House district Windsor-Orange-1 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windsor-orange-2.md b/data/jurisdictions/us/states/vt/districts/house/windsor-orange-2.md
new file mode 100644
index 0000000000..f0fc5ee0ab
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windsor-orange-2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windsor-Orange-2"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windsor-Orange-2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windsor-Orange-2
+
+State House district Windsor-Orange-2 (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/house/windsor-windham.md b/data/jurisdictions/us/states/vt/districts/house/windsor-windham.md
new file mode 100644
index 0000000000..4fdaab0b29
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/house/windsor-windham.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT House District Windsor-Windham"
+classification: state-house-district
+state: "VT"
+chamber: "house"
+district: "Windsor-Windham"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT House District Windsor-Windham
+
+State House district Windsor-Windham (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/addison.md b/data/jurisdictions/us/states/vt/districts/senate/addison.md
new file mode 100644
index 0000000000..a82a70dd7b
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/addison.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Addison"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Addison"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Addison
+
+State Senate district Addison (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/bennington.md b/data/jurisdictions/us/states/vt/districts/senate/bennington.md
new file mode 100644
index 0000000000..e50a1aa944
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/bennington.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Bennington"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Bennington"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Bennington
+
+State Senate district Bennington (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/caledonia.md b/data/jurisdictions/us/states/vt/districts/senate/caledonia.md
new file mode 100644
index 0000000000..4f26dd8789
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/caledonia.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Caledonia"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Caledonia"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Caledonia
+
+State Senate district Caledonia (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/chittenden-central.md b/data/jurisdictions/us/states/vt/districts/senate/chittenden-central.md
new file mode 100644
index 0000000000..e70b6d629a
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/chittenden-central.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Chittenden Central"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Chittenden Central"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Chittenden Central
+
+State Senate district Chittenden Central (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/chittenden-north.md b/data/jurisdictions/us/states/vt/districts/senate/chittenden-north.md
new file mode 100644
index 0000000000..b08313cb8f
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/chittenden-north.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Chittenden North"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Chittenden North"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Chittenden North
+
+State Senate district Chittenden North (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/chittenden-southeast.md b/data/jurisdictions/us/states/vt/districts/senate/chittenden-southeast.md
new file mode 100644
index 0000000000..d7831f561e
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/chittenden-southeast.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Chittenden Southeast"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Chittenden Southeast"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Chittenden Southeast
+
+State Senate district Chittenden Southeast (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/essex.md b/data/jurisdictions/us/states/vt/districts/senate/essex.md
new file mode 100644
index 0000000000..3b2f11170c
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/essex.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Essex"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Essex"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Essex
+
+State Senate district Essex (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/franklin.md b/data/jurisdictions/us/states/vt/districts/senate/franklin.md
new file mode 100644
index 0000000000..74fab57526
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/franklin.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Franklin"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Franklin"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Franklin
+
+State Senate district Franklin (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/grand-isle.md b/data/jurisdictions/us/states/vt/districts/senate/grand-isle.md
new file mode 100644
index 0000000000..f1cfb19435
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/grand-isle.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Grand Isle"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Grand Isle"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Grand Isle
+
+State Senate district Grand Isle (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/lamoille.md b/data/jurisdictions/us/states/vt/districts/senate/lamoille.md
new file mode 100644
index 0000000000..e6221da39f
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/lamoille.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Lamoille"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Lamoille"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Lamoille
+
+State Senate district Lamoille (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/orange.md b/data/jurisdictions/us/states/vt/districts/senate/orange.md
new file mode 100644
index 0000000000..4b387ac225
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/orange.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Orange"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Orange"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Orange
+
+State Senate district Orange (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/orleans.md b/data/jurisdictions/us/states/vt/districts/senate/orleans.md
new file mode 100644
index 0000000000..e6fe578e17
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/orleans.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Orleans"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Orleans"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Orleans
+
+State Senate district Orleans (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/rutland.md b/data/jurisdictions/us/states/vt/districts/senate/rutland.md
new file mode 100644
index 0000000000..d603b5d7fa
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/rutland.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Rutland"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Rutland"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Rutland
+
+State Senate district Rutland (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/washington.md b/data/jurisdictions/us/states/vt/districts/senate/washington.md
new file mode 100644
index 0000000000..4a9a5b7038
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/washington.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Washington"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Washington"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Washington
+
+State Senate district Washington (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/windham.md b/data/jurisdictions/us/states/vt/districts/senate/windham.md
new file mode 100644
index 0000000000..2ddc0f7917
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/windham.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Windham"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Windham"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Windham
+
+State Senate district Windham (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/districts/senate/windsor.md b/data/jurisdictions/us/states/vt/districts/senate/windsor.md
new file mode 100644
index 0000000000..024b8e6d3c
--- /dev/null
+++ b/data/jurisdictions/us/states/vt/districts/senate/windsor.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "VT Senate District Windsor"
+classification: state-senate-district
+state: "VT"
+chamber: "senate"
+district: "Windsor"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, vt]
+timestamp: "2026-07-03"
+---
+
+# VT Senate District Windsor
+
+State Senate district Windsor (VT).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/vt/people/abbey-duke.md b/data/jurisdictions/us/states/vt/people/abbey-duke.md
index fb92d1323b..e14114508c 100644
--- a/data/jurisdictions/us/states/vt/people/abbey-duke.md
+++ b/data/jurisdictions/us/states/vt/people/abbey-duke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-17"
+represents: "us/states/vt/districts/house/chittenden-17"
 tenure:
   start: "2024-05-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-17 (VT State House of Representatives District Chittenden-17).
 
+Represents [VT State House of Representatives District Chittenden-17](/us/states/vt/districts/house/chittenden-17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/alice-emmons.md b/data/jurisdictions/us/states/vt/people/alice-emmons.md
index f1833cb58c..bd7a67f55c 100644
--- a/data/jurisdictions/us/states/vt/people/alice-emmons.md
+++ b/data/jurisdictions/us/states/vt/people/alice-emmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-3"
+represents: "us/states/vt/districts/house/windsor-3"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-3 (VT State House of Representatives District Windsor-3).
 
+Represents [VT State House of Representatives District Windsor-3](/us/states/vt/districts/house/windsor-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/alicia-malay.md b/data/jurisdictions/us/states/vt/people/alicia-malay.md
index 7e68ccc008..b8ca0336c6 100644
--- a/data/jurisdictions/us/states/vt/people/alicia-malay.md
+++ b/data/jurisdictions/us/states/vt/people/alicia-malay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-8"
+represents: "us/states/vt/districts/house/rutland-8"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-8 (VT State House of Representatives District Rutland-8).
 
+Represents [VT State House of Representatives District Rutland-8](/us/states/vt/districts/house/rutland-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/alison-clarkson.md b/data/jurisdictions/us/states/vt/people/alison-clarkson.md
index 75d86493d2..4f1b08c582 100644
--- a/data/jurisdictions/us/states/vt/people/alison-clarkson.md
+++ b/data/jurisdictions/us/states/vt/people/alison-clarkson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Windsor"
+represents: "us/states/vt/districts/senate/windsor"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Windsor (VT State Senate District Windsor).
 
+Represents [VT State Senate District Windsor](/us/states/vt/districts/senate/windsor.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/alyssa-black.md b/data/jurisdictions/us/states/vt/people/alyssa-black.md
index 08828a79c7..9e1394ba1c 100644
--- a/data/jurisdictions/us/states/vt/people/alyssa-black.md
+++ b/data/jurisdictions/us/states/vt/people/alyssa-black.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-24"
+represents: "us/states/vt/districts/house/chittenden-24"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-24 (VT State House of Representatives District Chittenden-24).
 
+Represents [VT State House of Representatives District Chittenden-24](/us/states/vt/districts/house/chittenden-24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/amy-sheldon.md b/data/jurisdictions/us/states/vt/people/amy-sheldon.md
index 0345be790d..622cefdf44 100644
--- a/data/jurisdictions/us/states/vt/people/amy-sheldon.md
+++ b/data/jurisdictions/us/states/vt/people/amy-sheldon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Addison-1"
+represents: "us/states/vt/districts/house/addison-1"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Addison-1 (VT State House of Representatives District Addison-1).
 
+Represents [VT State House of Representatives District Addison-1](/us/states/vt/districts/house/addison-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/andrew-perchlik.md b/data/jurisdictions/us/states/vt/people/andrew-perchlik.md
index 60d3ca2b0b..ec99523223 100644
--- a/data/jurisdictions/us/states/vt/people/andrew-perchlik.md
+++ b/data/jurisdictions/us/states/vt/people/andrew-perchlik.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Washington"
+represents: "us/states/vt/districts/senate/washington"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Washington (VT State Senate District Washington).
 
+Represents [VT State Senate District Washington](/us/states/vt/districts/senate/washington.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/angela-arsenault.md b/data/jurisdictions/us/states/vt/people/angela-arsenault.md
index f7be4a54e8..d86a0b8142 100644
--- a/data/jurisdictions/us/states/vt/people/angela-arsenault.md
+++ b/data/jurisdictions/us/states/vt/people/angela-arsenault.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-2"
+represents: "us/states/vt/districts/house/chittenden-2"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-2 (VT State House of Representatives District Chittenden-2).
 
+Represents [VT State House of Representatives District Chittenden-2](/us/states/vt/districts/house/chittenden-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/ann-cummings.md b/data/jurisdictions/us/states/vt/people/ann-cummings.md
index bf1b7cd5cf..5d498265e5 100644
--- a/data/jurisdictions/us/states/vt/people/ann-cummings.md
+++ b/data/jurisdictions/us/states/vt/people/ann-cummings.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Washington"
+represents: "us/states/vt/districts/senate/washington"
 tenure:
   start: "1997-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Washington (VT State Senate District Washington).
 
+Represents [VT State Senate District Washington](/us/states/vt/districts/senate/washington.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/anne-donahue.md b/data/jurisdictions/us/states/vt/people/anne-donahue.md
index e972f40ca7..3cdcdeee3c 100644
--- a/data/jurisdictions/us/states/vt/people/anne-donahue.md
+++ b/data/jurisdictions/us/states/vt/people/anne-donahue.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-1"
+represents: "us/states/vt/districts/house/washington-1"
 tenure:
   start: "2003-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-1 (VT State House of Representatives District Washington-1).
 
+Represents [VT State House of Representatives District Washington-1](/us/states/vt/districts/house/washington-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/anne-watson.md b/data/jurisdictions/us/states/vt/people/anne-watson.md
index 386f5953f2..91ac14eaed 100644
--- a/data/jurisdictions/us/states/vt/people/anne-watson.md
+++ b/data/jurisdictions/us/states/vt/people/anne-watson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Washington"
+represents: "us/states/vt/districts/senate/washington"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Washington (VT State Senate District Washington).
 
+Represents [VT State Senate District Washington](/us/states/vt/districts/senate/washington.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/ashley-bartley.md b/data/jurisdictions/us/states/vt/people/ashley-bartley.md
index b220c5d25b..25ddc4b68d 100644
--- a/data/jurisdictions/us/states/vt/people/ashley-bartley.md
+++ b/data/jurisdictions/us/states/vt/people/ashley-bartley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-1"
+represents: "us/states/vt/districts/house/franklin-1"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-1 (VT State House of Representatives District Franklin-1).
 
+Represents [VT State House of Representatives District Franklin-1](/us/states/vt/districts/house/franklin-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/barbara-rachelson.md b/data/jurisdictions/us/states/vt/people/barbara-rachelson.md
index 5d2834127d..a7f8b998ab 100644
--- a/data/jurisdictions/us/states/vt/people/barbara-rachelson.md
+++ b/data/jurisdictions/us/states/vt/people/barbara-rachelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-14"
+represents: "us/states/vt/districts/house/chittenden-14"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-14 (VT State House of Representatives District Chittenden-14).
 
+Represents [VT State House of Representatives District Chittenden-14](/us/states/vt/districts/house/chittenden-14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/becca-white.md b/data/jurisdictions/us/states/vt/people/becca-white.md
index a30d7656e2..f240bfb05e 100644
--- a/data/jurisdictions/us/states/vt/people/becca-white.md
+++ b/data/jurisdictions/us/states/vt/people/becca-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Windsor"
+represents: "us/states/vt/districts/senate/windsor"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Windsor (VT State Senate District Windsor).
 
+Represents [VT State Senate District Windsor](/us/states/vt/districts/senate/windsor.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/beth-quimby.md b/data/jurisdictions/us/states/vt/people/beth-quimby.md
index 32df00c254..87cddc5f21 100644
--- a/data/jurisdictions/us/states/vt/people/beth-quimby.md
+++ b/data/jurisdictions/us/states/vt/people/beth-quimby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Caledonia-3"
+represents: "us/states/vt/districts/house/caledonia-3"
 tenure:
   start: "2024-03-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Caledonia-3 (VT State House of Representatives District Caledonia-3).
 
+Represents [VT State House of Representatives District Caledonia-3](/us/states/vt/districts/house/caledonia-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/bill-canfield.md b/data/jurisdictions/us/states/vt/people/bill-canfield.md
index 87d355ae0a..53c2edacc1 100644
--- a/data/jurisdictions/us/states/vt/people/bill-canfield.md
+++ b/data/jurisdictions/us/states/vt/people/bill-canfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-10"
+represents: "us/states/vt/districts/house/rutland-10"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-10 (VT State House of Representatives District Rutland-10).
 
+Represents [VT State House of Representatives District Rutland-10](/us/states/vt/districts/house/rutland-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/bob-hooper.md b/data/jurisdictions/us/states/vt/people/bob-hooper.md
index 374243b390..a63cf63fc7 100644
--- a/data/jurisdictions/us/states/vt/people/bob-hooper.md
+++ b/data/jurisdictions/us/states/vt/people/bob-hooper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-18"
+represents: "us/states/vt/districts/house/chittenden-18"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-18 (VT State House of Representatives District Chittenden-18).
 
+Represents [VT State House of Representatives District Chittenden-18](/us/states/vt/districts/house/chittenden-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/bob-norris.md b/data/jurisdictions/us/states/vt/people/bob-norris.md
index 0e7af7be3d..88f20771a4 100644
--- a/data/jurisdictions/us/states/vt/people/bob-norris.md
+++ b/data/jurisdictions/us/states/vt/people/bob-norris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Franklin"
+represents: "us/states/vt/districts/senate/franklin"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Franklin (VT State Senate District Franklin).
 
+Represents [VT State Senate District Franklin](/us/states/vt/districts/senate/franklin.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/bram-kleppner.md b/data/jurisdictions/us/states/vt/people/bram-kleppner.md
index ba8985fc25..ec1f9719e6 100644
--- a/data/jurisdictions/us/states/vt/people/bram-kleppner.md
+++ b/data/jurisdictions/us/states/vt/people/bram-kleppner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-13"
+represents: "us/states/vt/districts/house/chittenden-13"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-13 (VT State House of Representatives District Chittenden-13).
 
+Represents [VT State House of Representatives District Chittenden-13](/us/states/vt/districts/house/chittenden-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/brenda-steady.md b/data/jurisdictions/us/states/vt/people/brenda-steady.md
index 34407fa460..7417e669c1 100644
--- a/data/jurisdictions/us/states/vt/people/brenda-steady.md
+++ b/data/jurisdictions/us/states/vt/people/brenda-steady.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-25"
+represents: "us/states/vt/districts/house/chittenden-25"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-25 (VT State House of Representatives District Chittenden-25).
 
+Represents [VT State House of Representatives District Chittenden-25](/us/states/vt/districts/house/chittenden-25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/brian-cina.md b/data/jurisdictions/us/states/vt/people/brian-cina.md
index 93d7123f21..5d0235ab53 100644
--- a/data/jurisdictions/us/states/vt/people/brian-cina.md
+++ b/data/jurisdictions/us/states/vt/people/brian-cina.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-15"
+represents: "us/states/vt/districts/house/chittenden-15"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-15 (VT State House of Representatives District Chittenden-15).
 
+Represents [VT State House of Representatives District Chittenden-15](/us/states/vt/districts/house/chittenden-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/brian-collamore.md b/data/jurisdictions/us/states/vt/people/brian-collamore.md
index 45c7ec2d80..856f01ea5f 100644
--- a/data/jurisdictions/us/states/vt/people/brian-collamore.md
+++ b/data/jurisdictions/us/states/vt/people/brian-collamore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Rutland"
+represents: "us/states/vt/districts/senate/rutland"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Rutland (VT State Senate District Rutland).
 
+Represents [VT State Senate District Rutland](/us/states/vt/districts/senate/rutland.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/brian-minier.md b/data/jurisdictions/us/states/vt/people/brian-minier.md
index c9974bbe7a..f08b050514 100644
--- a/data/jurisdictions/us/states/vt/people/brian-minier.md
+++ b/data/jurisdictions/us/states/vt/people/brian-minier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-11"
+represents: "us/states/vt/districts/house/chittenden-11"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-11 (VT State House of Representatives District Chittenden-11).
 
+Represents [VT State House of Representatives District Chittenden-11](/us/states/vt/districts/house/chittenden-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/bridget-burkhardt.md b/data/jurisdictions/us/states/vt/people/bridget-burkhardt.md
index d6a1bb2157..723b9f6ac3 100644
--- a/data/jurisdictions/us/states/vt/people/bridget-burkhardt.md
+++ b/data/jurisdictions/us/states/vt/people/bridget-burkhardt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-8"
+represents: "us/states/vt/districts/house/chittenden-8"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-8 (VT State House of Representatives District Chittenden-8).
 
+Represents [VT State House of Representatives District Chittenden-8](/us/states/vt/districts/house/chittenden-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/candice-white.md b/data/jurisdictions/us/states/vt/people/candice-white.md
index ed56f51854..940fe586b5 100644
--- a/data/jurisdictions/us/states/vt/people/candice-white.md
+++ b/data/jurisdictions/us/states/vt/people/candice-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-2"
+represents: "us/states/vt/districts/house/washington-2"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-2 (VT State House of Representatives District Washington-2).
 
+Represents [VT State House of Representatives District Washington-2](/us/states/vt/districts/house/washington-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/carol-ode.md b/data/jurisdictions/us/states/vt/people/carol-ode.md
index f1fca818a3..9e4f6b2166 100644
--- a/data/jurisdictions/us/states/vt/people/carol-ode.md
+++ b/data/jurisdictions/us/states/vt/people/carol-ode.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-18"
+represents: "us/states/vt/districts/house/chittenden-18"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-18 (VT State House of Representatives District Chittenden-18).
 
+Represents [VT State House of Representatives District Chittenden-18](/us/states/vt/districts/house/chittenden-18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/carolyn-branagan.md b/data/jurisdictions/us/states/vt/people/carolyn-branagan.md
index e884ebb17f..e0fa0dcbed 100644
--- a/data/jurisdictions/us/states/vt/people/carolyn-branagan.md
+++ b/data/jurisdictions/us/states/vt/people/carolyn-branagan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-1"
+represents: "us/states/vt/districts/house/franklin-1"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-1 (VT State House of Representatives District Franklin-1).
 
+Represents [VT State House of Representatives District Franklin-1](/us/states/vt/districts/house/franklin-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/casey-toof.md b/data/jurisdictions/us/states/vt/people/casey-toof.md
index 6347e69129..dae1c3815e 100644
--- a/data/jurisdictions/us/states/vt/people/casey-toof.md
+++ b/data/jurisdictions/us/states/vt/people/casey-toof.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-8"
+represents: "us/states/vt/districts/house/franklin-8"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-8 (VT State House of Representatives District Franklin-8).
 
+Represents [VT State House of Representatives District Franklin-8](/us/states/vt/districts/house/franklin-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/charlie-kimbell.md b/data/jurisdictions/us/states/vt/people/charlie-kimbell.md
index 38380e53a2..68b59377a9 100644
--- a/data/jurisdictions/us/states/vt/people/charlie-kimbell.md
+++ b/data/jurisdictions/us/states/vt/people/charlie-kimbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-5"
+represents: "us/states/vt/districts/house/windsor-5"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-5 (VT State House of Representatives District Windsor-5).
 
+Represents [VT State House of Representatives District Windsor-5](/us/states/vt/districts/house/windsor-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/chea-evans.md b/data/jurisdictions/us/states/vt/people/chea-evans.md
index a7ff5b3b79..ff594cd4bc 100644
--- a/data/jurisdictions/us/states/vt/people/chea-evans.md
+++ b/data/jurisdictions/us/states/vt/people/chea-evans.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-5"
+represents: "us/states/vt/districts/house/chittenden-5"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-5 (VT State House of Representatives District Chittenden-5).
 
+Represents [VT State House of Representatives District Chittenden-5](/us/states/vt/districts/house/chittenden-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/chloe-tomlinson.md b/data/jurisdictions/us/states/vt/people/chloe-tomlinson.md
index 701e0254df..b567163f5a 100644
--- a/data/jurisdictions/us/states/vt/people/chloe-tomlinson.md
+++ b/data/jurisdictions/us/states/vt/people/chloe-tomlinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-21"
+represents: "us/states/vt/districts/house/chittenden-21"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-21 (VT State House of Representatives District Chittenden-21).
 
+Represents [VT State House of Representatives District Chittenden-21](/us/states/vt/districts/house/chittenden-21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/chris-keyser.md b/data/jurisdictions/us/states/vt/people/chris-keyser.md
index bc5ff1080b..025bd76d87 100644
--- a/data/jurisdictions/us/states/vt/people/chris-keyser.md
+++ b/data/jurisdictions/us/states/vt/people/chris-keyser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-7"
+represents: "us/states/vt/districts/house/rutland-7"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-7 (VT State House of Representatives District Rutland-7).
 
+Represents [VT State House of Representatives District Rutland-7](/us/states/vt/districts/house/rutland-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/chris-mattos.md b/data/jurisdictions/us/states/vt/people/chris-mattos.md
index c7dc51de56..bb84b21003 100644
--- a/data/jurisdictions/us/states/vt/people/chris-mattos.md
+++ b/data/jurisdictions/us/states/vt/people/chris-mattos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Chittenden North"
+represents: "us/states/vt/districts/senate/chittenden-north"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Chittenden North (VT State Senate District Chittenden North).
 
+Represents [VT State Senate District Chittenden North](/us/states/vt/districts/senate/chittenden-north.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/chris-morrow.md b/data/jurisdictions/us/states/vt/people/chris-morrow.md
index 451d218a9b..82f1a517e9 100644
--- a/data/jurisdictions/us/states/vt/people/chris-morrow.md
+++ b/data/jurisdictions/us/states/vt/people/chris-morrow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-Windsor-Bennington"
+represents: "us/states/vt/districts/house/windham-windsor-bennington"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-Windsor-Bennington (VT State House of Representatives District Windham-Windsor-Bennington).
 
+Represents [VT State House of Representatives District Windham-Windsor-Bennington](/us/states/vt/districts/house/windham-windsor-bennington.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/chris-pritchard.md b/data/jurisdictions/us/states/vt/people/chris-pritchard.md
index 08195afaea..3942b3fdc2 100644
--- a/data/jurisdictions/us/states/vt/people/chris-pritchard.md
+++ b/data/jurisdictions/us/states/vt/people/chris-pritchard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-Bennington"
+represents: "us/states/vt/districts/house/rutland-bennington"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-Bennington (VT State House of Representatives District Rutland-Bennington).
 
+Represents [VT State House of Representatives District Rutland-Bennington](/us/states/vt/districts/house/rutland-bennington.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/chris-taylor.md b/data/jurisdictions/us/states/vt/people/chris-taylor.md
index b8ed83c5f1..03292931d9 100644
--- a/data/jurisdictions/us/states/vt/people/chris-taylor.md
+++ b/data/jurisdictions/us/states/vt/people/chris-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-Franklin"
+represents: "us/states/vt/districts/house/chittenden-franklin"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-Franklin (VT State House of Representatives District Chittenden-Franklin).
 
+Represents [VT State House of Representatives District Chittenden-Franklin](/us/states/vt/districts/house/chittenden-franklin.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/christopher-howland.md b/data/jurisdictions/us/states/vt/people/christopher-howland.md
index b3a77df6b2..856371c90d 100644
--- a/data/jurisdictions/us/states/vt/people/christopher-howland.md
+++ b/data/jurisdictions/us/states/vt/people/christopher-howland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-4"
+represents: "us/states/vt/districts/house/rutland-4"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-4 (VT State House of Representatives District Rutland-4).
 
+Represents [VT State House of Representatives District Rutland-4](/us/states/vt/districts/house/rutland-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/conor-casey.md b/data/jurisdictions/us/states/vt/people/conor-casey.md
index b1301328fa..87fc3952d0 100644
--- a/data/jurisdictions/us/states/vt/people/conor-casey.md
+++ b/data/jurisdictions/us/states/vt/people/conor-casey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-4"
+represents: "us/states/vt/districts/house/washington-4"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-4 (VT State House of Representatives District Washington-4).
 
+Represents [VT State House of Representatives District Washington-4](/us/states/vt/districts/house/washington-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/daisy-berbeco.md b/data/jurisdictions/us/states/vt/people/daisy-berbeco.md
index 7503f62931..9cf071820d 100644
--- a/data/jurisdictions/us/states/vt/people/daisy-berbeco.md
+++ b/data/jurisdictions/us/states/vt/people/daisy-berbeco.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-21"
+represents: "us/states/vt/districts/house/chittenden-21"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-21 (VT State House of Representatives District Chittenden-21).
 
+Represents [VT State House of Representatives District Chittenden-21](/us/states/vt/districts/house/chittenden-21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/dan-noyes.md b/data/jurisdictions/us/states/vt/people/dan-noyes.md
index 3d4a53d113..bfecf1b9dc 100644
--- a/data/jurisdictions/us/states/vt/people/dan-noyes.md
+++ b/data/jurisdictions/us/states/vt/people/dan-noyes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Lamoille-2"
+represents: "us/states/vt/districts/house/lamoille-2"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Lamoille-2 (VT State House of Representatives District Lamoille-2).
 
+Represents [VT State House of Representatives District Lamoille-2](/us/states/vt/districts/house/lamoille-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/dara-torre.md b/data/jurisdictions/us/states/vt/people/dara-torre.md
index 29a5a2a73c..1bb25c940a 100644
--- a/data/jurisdictions/us/states/vt/people/dara-torre.md
+++ b/data/jurisdictions/us/states/vt/people/dara-torre.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-2"
+represents: "us/states/vt/districts/house/washington-2"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-2 (VT State House of Representatives District Washington-2).
 
+Represents [VT State House of Representatives District Washington-2](/us/states/vt/districts/house/washington-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/dave-bosch.md b/data/jurisdictions/us/states/vt/people/dave-bosch.md
index b5d548d1d3..2d075a64c3 100644
--- a/data/jurisdictions/us/states/vt/people/dave-bosch.md
+++ b/data/jurisdictions/us/states/vt/people/dave-bosch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-2"
+represents: "us/states/vt/districts/house/rutland-2"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-2 (VT State House of Representatives District Rutland-2).
 
+Represents [VT State House of Representatives District Rutland-2](/us/states/vt/districts/house/rutland-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/dave-weeks.md b/data/jurisdictions/us/states/vt/people/dave-weeks.md
index 84b0434142..8dc3b3958a 100644
--- a/data/jurisdictions/us/states/vt/people/dave-weeks.md
+++ b/data/jurisdictions/us/states/vt/people/dave-weeks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Rutland"
+represents: "us/states/vt/districts/senate/rutland"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Rutland (VT State Senate District Rutland).
 
+Represents [VT State Senate District Rutland](/us/states/vt/districts/senate/rutland.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/dave-yacovone.md b/data/jurisdictions/us/states/vt/people/dave-yacovone.md
index b5c3f78d19..da81ebb71f 100644
--- a/data/jurisdictions/us/states/vt/people/dave-yacovone.md
+++ b/data/jurisdictions/us/states/vt/people/dave-yacovone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Lamoille-Washington"
+represents: "us/states/vt/districts/house/lamoille-washington"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Lamoille-Washington (VT State House of Representatives District Lamoille-Washington).
 
+Represents [VT State House of Representatives District Lamoille-Washington](/us/states/vt/districts/house/lamoille-washington.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/david-durfee.md b/data/jurisdictions/us/states/vt/people/david-durfee.md
index 6b11276dd3..401074fb76 100644
--- a/data/jurisdictions/us/states/vt/people/david-durfee.md
+++ b/data/jurisdictions/us/states/vt/people/david-durfee.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Bennington-3"
+represents: "us/states/vt/districts/house/bennington-3"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Bennington-3 (VT State House of Representatives District Bennington-3).
 
+Represents [VT State House of Representatives District Bennington-3](/us/states/vt/districts/house/bennington-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/debbie-dolgin.md b/data/jurisdictions/us/states/vt/people/debbie-dolgin.md
index b3fa8278e4..7e743ece35 100644
--- a/data/jurisdictions/us/states/vt/people/debbie-dolgin.md
+++ b/data/jurisdictions/us/states/vt/people/debbie-dolgin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Caledonia-Essex"
+represents: "us/states/vt/districts/house/caledonia-essex"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Caledonia-Essex (VT State House of Representatives District Caledonia-Essex).
 
+Represents [VT State House of Representatives District Caledonia-Essex](/us/states/vt/districts/house/caledonia-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/debbie-powers.md b/data/jurisdictions/us/states/vt/people/debbie-powers.md
index 7873d942f8..d5a16a2792 100644
--- a/data/jurisdictions/us/states/vt/people/debbie-powers.md
+++ b/data/jurisdictions/us/states/vt/people/debbie-powers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Caledonia-1"
+represents: "us/states/vt/districts/house/caledonia-1"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Caledonia-1 (VT State House of Representatives District Caledonia-1).
 
+Represents [VT State House of Representatives District Caledonia-1](/us/states/vt/districts/house/caledonia-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/doug-bishop.md b/data/jurisdictions/us/states/vt/people/doug-bishop.md
index e9c16b8f02..6c266ebc59 100644
--- a/data/jurisdictions/us/states/vt/people/doug-bishop.md
+++ b/data/jurisdictions/us/states/vt/people/doug-bishop.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-20"
+represents: "us/states/vt/districts/house/chittenden-20"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-20 (VT State House of Representatives District Chittenden-20).
 
+Represents [VT State House of Representatives District Chittenden-20](/us/states/vt/districts/house/chittenden-20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/edye-graning.md b/data/jurisdictions/us/states/vt/people/edye-graning.md
index 82e6221de7..a6326e0ecd 100644
--- a/data/jurisdictions/us/states/vt/people/edye-graning.md
+++ b/data/jurisdictions/us/states/vt/people/edye-graning.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-3"
+represents: "us/states/vt/districts/house/chittenden-3"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-3 (VT State House of Representatives District Chittenden-3).
 
+Represents [VT State House of Representatives District Chittenden-3](/us/states/vt/districts/house/chittenden-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/ela-chapin.md b/data/jurisdictions/us/states/vt/people/ela-chapin.md
index 0e79664ee4..cf25cfe58c 100644
--- a/data/jurisdictions/us/states/vt/people/ela-chapin.md
+++ b/data/jurisdictions/us/states/vt/people/ela-chapin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-5"
+represents: "us/states/vt/districts/house/washington-5"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-5 (VT State House of Representatives District Washington-5).
 
+Represents [VT State House of Representatives District Washington-5](/us/states/vt/districts/house/washington-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/elizabeth-burrows.md b/data/jurisdictions/us/states/vt/people/elizabeth-burrows.md
index 28e53f06db..4bd00f351c 100644
--- a/data/jurisdictions/us/states/vt/people/elizabeth-burrows.md
+++ b/data/jurisdictions/us/states/vt/people/elizabeth-burrows.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-1"
+represents: "us/states/vt/districts/house/windsor-1"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-1 (VT State House of Representatives District Windsor-1).
 
+Represents [VT State House of Representatives District Windsor-1](/us/states/vt/districts/house/windsor-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/emilie-kornheiser.md b/data/jurisdictions/us/states/vt/people/emilie-kornheiser.md
index d43014670b..cc0a55b114 100644
--- a/data/jurisdictions/us/states/vt/people/emilie-kornheiser.md
+++ b/data/jurisdictions/us/states/vt/people/emilie-kornheiser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-7"
+represents: "us/states/vt/districts/house/windham-7"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-7 (VT State House of Representatives District Windham-7).
 
+Represents [VT State House of Representatives District Windham-7](/us/states/vt/districts/house/windham-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/emilie-krasnow.md b/data/jurisdictions/us/states/vt/people/emilie-krasnow.md
index 0c89d7a663..b0ca644afe 100644
--- a/data/jurisdictions/us/states/vt/people/emilie-krasnow.md
+++ b/data/jurisdictions/us/states/vt/people/emilie-krasnow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-9"
+represents: "us/states/vt/districts/house/chittenden-9"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-9 (VT State House of Representatives District Chittenden-9).
 
+Represents [VT State House of Representatives District Chittenden-9](/us/states/vt/districts/house/chittenden-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/emily-carris-duncan.md b/data/jurisdictions/us/states/vt/people/emily-carris-duncan.md
index 4de122799b..a15c091292 100644
--- a/data/jurisdictions/us/states/vt/people/emily-carris-duncan.md
+++ b/data/jurisdictions/us/states/vt/people/emily-carris-duncan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-6"
+represents: "us/states/vt/districts/house/windham-6"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-6 (VT State House of Representatives District Windham-6).
 
+Represents [VT State House of Representatives District Windham-6](/us/states/vt/districts/house/windham-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/emily-long.md b/data/jurisdictions/us/states/vt/people/emily-long.md
index 9eadb05528..483d2410b0 100644
--- a/data/jurisdictions/us/states/vt/people/emily-long.md
+++ b/data/jurisdictions/us/states/vt/people/emily-long.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-5"
+represents: "us/states/vt/districts/house/windham-5"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-5 (VT State House of Representatives District Windham-5).
 
+Represents [VT State House of Representatives District Windham-5](/us/states/vt/districts/house/windham-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/eric-maguire.md b/data/jurisdictions/us/states/vt/people/eric-maguire.md
index 447b3b9c87..47859a2896 100644
--- a/data/jurisdictions/us/states/vt/people/eric-maguire.md
+++ b/data/jurisdictions/us/states/vt/people/eric-maguire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-5"
+represents: "us/states/vt/districts/house/rutland-5"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-5 (VT State House of Representatives District Rutland-5).
 
+Represents [VT State House of Representatives District Rutland-5](/us/states/vt/districts/house/rutland-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/erin-brady.md b/data/jurisdictions/us/states/vt/people/erin-brady.md
index c0e0ae6291..866ea00328 100644
--- a/data/jurisdictions/us/states/vt/people/erin-brady.md
+++ b/data/jurisdictions/us/states/vt/people/erin-brady.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-2"
+represents: "us/states/vt/districts/house/chittenden-2"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-2 (VT State House of Representatives District Chittenden-2).
 
+Represents [VT State House of Representatives District Chittenden-2](/us/states/vt/districts/house/chittenden-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/esme-cole.md b/data/jurisdictions/us/states/vt/people/esme-cole.md
index d5507f1d04..aeca21ae00 100644
--- a/data/jurisdictions/us/states/vt/people/esme-cole.md
+++ b/data/jurisdictions/us/states/vt/people/esme-cole.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-6"
+represents: "us/states/vt/districts/house/windsor-6"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-6 (VT State House of Representatives District Windsor-6).
 
+Represents [VT State House of Representatives District Windsor-6](/us/states/vt/districts/house/windsor-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/gayle-pezzo.md b/data/jurisdictions/us/states/vt/people/gayle-pezzo.md
index 95e684493c..9ad237f6af 100644
--- a/data/jurisdictions/us/states/vt/people/gayle-pezzo.md
+++ b/data/jurisdictions/us/states/vt/people/gayle-pezzo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-20"
+represents: "us/states/vt/districts/house/chittenden-20"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-20 (VT State House of Representatives District Chittenden-20).
 
+Represents [VT State House of Representatives District Chittenden-20](/us/states/vt/districts/house/chittenden-20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/gina-galfetti.md b/data/jurisdictions/us/states/vt/people/gina-galfetti.md
index 4a452337df..2142e8e67d 100644
--- a/data/jurisdictions/us/states/vt/people/gina-galfetti.md
+++ b/data/jurisdictions/us/states/vt/people/gina-galfetti.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-Orange"
+represents: "us/states/vt/districts/house/washington-orange"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-Orange (VT State House of Representatives District Washington-Orange).
 
+Represents [VT State House of Representatives District Washington-Orange](/us/states/vt/districts/house/washington-orange.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/ginny-lyons.md b/data/jurisdictions/us/states/vt/people/ginny-lyons.md
index 5cd265f8c3..af5abf227f 100644
--- a/data/jurisdictions/us/states/vt/people/ginny-lyons.md
+++ b/data/jurisdictions/us/states/vt/people/ginny-lyons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Chittenden Southeast"
+represents: "us/states/vt/districts/senate/chittenden-southeast"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Chittenden Southeast (VT State Senate District Chittenden Southeast).
 
+Represents [VT State Senate District Chittenden Southeast](/us/states/vt/districts/senate/chittenden-southeast.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/greg-burtt.md b/data/jurisdictions/us/states/vt/people/greg-burtt.md
index 2867e8eb12..339ff4f417 100644
--- a/data/jurisdictions/us/states/vt/people/greg-burtt.md
+++ b/data/jurisdictions/us/states/vt/people/greg-burtt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Caledonia-Washington"
+represents: "us/states/vt/districts/house/caledonia-washington"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Caledonia-Washington (VT State House of Representatives District Caledonia-Washington).
 
+Represents [VT State House of Representatives District Caledonia-Washington](/us/states/vt/districts/house/caledonia-washington.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/heather-surprenant.md b/data/jurisdictions/us/states/vt/people/heather-surprenant.md
index a85f6cd369..2f6e9abb35 100644
--- a/data/jurisdictions/us/states/vt/people/heather-surprenant.md
+++ b/data/jurisdictions/us/states/vt/people/heather-surprenant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-4"
+represents: "us/states/vt/districts/house/windsor-4"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-4 (VT State House of Representatives District Windsor-4).
 
+Represents [VT State House of Representatives District Windsor-4](/us/states/vt/districts/house/windsor-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/herb-olson.md b/data/jurisdictions/us/states/vt/people/herb-olson.md
index c43db41c2b..6bd3526b07 100644
--- a/data/jurisdictions/us/states/vt/people/herb-olson.md
+++ b/data/jurisdictions/us/states/vt/people/herb-olson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Addison-4"
+represents: "us/states/vt/districts/house/addison-4"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Addison-4 (VT State House of Representatives District Addison-4).
 
+Represents [VT State House of Representatives District Addison-4](/us/states/vt/districts/house/addison-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/ian-goodnow.md b/data/jurisdictions/us/states/vt/people/ian-goodnow.md
index bb9a4a6799..0c02528778 100644
--- a/data/jurisdictions/us/states/vt/people/ian-goodnow.md
+++ b/data/jurisdictions/us/states/vt/people/ian-goodnow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-9"
+represents: "us/states/vt/districts/house/windham-9"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-9 (VT State House of Representatives District Windham-9).
 
+Represents [VT State House of Representatives District Windham-9](/us/states/vt/districts/house/windham-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/james-gregoire.md b/data/jurisdictions/us/states/vt/people/james-gregoire.md
index daf261fb0d..fc46d21038 100644
--- a/data/jurisdictions/us/states/vt/people/james-gregoire.md
+++ b/data/jurisdictions/us/states/vt/people/james-gregoire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-6"
+represents: "us/states/vt/districts/house/franklin-6"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-6 (VT State House of Representatives District Franklin-6).
 
+Represents [VT State House of Representatives District Franklin-6](/us/states/vt/districts/house/franklin-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/jana-brown.md b/data/jurisdictions/us/states/vt/people/jana-brown.md
index 254064b1d9..421c13e05e 100644
--- a/data/jurisdictions/us/states/vt/people/jana-brown.md
+++ b/data/jurisdictions/us/states/vt/people/jana-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-1"
+represents: "us/states/vt/districts/house/chittenden-1"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-1 (VT State House of Representatives District Chittenden-1).
 
+Represents [VT State House of Representatives District Chittenden-1](/us/states/vt/districts/house/chittenden-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/jay-hooper.md b/data/jurisdictions/us/states/vt/people/jay-hooper.md
index 92a97b69b5..7aa438d2ae 100644
--- a/data/jurisdictions/us/states/vt/people/jay-hooper.md
+++ b/data/jurisdictions/us/states/vt/people/jay-hooper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orange-Washington-Addison"
+represents: "us/states/vt/districts/house/orange-washington-addison"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orange-Washington-Addison (VT State House of Representatives District Orange-Washington-Addison).
 
+Represents [VT State House of Representatives District Orange-Washington-Addison](/us/states/vt/districts/house/orange-washington-addison.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/jed-lipsky.md b/data/jurisdictions/us/states/vt/people/jed-lipsky.md
index 5e075c8b69..e36a3cd9f5 100644
--- a/data/jurisdictions/us/states/vt/people/jed-lipsky.md
+++ b/data/jurisdictions/us/states/vt/people/jed-lipsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Lamoille-1"
+represents: "us/states/vt/districts/house/lamoille-1"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Lamoille-1 (VT State House of Representatives District Lamoille-1).
 
+Represents [VT State House of Representatives District Lamoille-1](/us/states/vt/districts/house/lamoille-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/jill-krowinski.md b/data/jurisdictions/us/states/vt/people/jill-krowinski.md
index 498ea198a6..cc73c72ca1 100644
--- a/data/jurisdictions/us/states/vt/people/jill-krowinski.md
+++ b/data/jurisdictions/us/states/vt/people/jill-krowinski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-16"
+represents: "us/states/vt/districts/house/chittenden-16"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-16 (VT State House of Representatives District Chittenden-16).
 
+Represents [VT State House of Representatives District Chittenden-16](/us/states/vt/districts/house/chittenden-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/jim-casey.md b/data/jurisdictions/us/states/vt/people/jim-casey.md
index 684a37a1ff..adda39b525 100644
--- a/data/jurisdictions/us/states/vt/people/jim-casey.md
+++ b/data/jurisdictions/us/states/vt/people/jim-casey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Addison-Rutland"
+represents: "us/states/vt/districts/house/addison-rutland"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Addison-Rutland (VT State House of Representatives District Addison-Rutland).
 
+Represents [VT State House of Representatives District Addison-Rutland](/us/states/vt/districts/house/addison-rutland.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/jim-harrison.md b/data/jurisdictions/us/states/vt/people/jim-harrison.md
index 853a95bb23..e9088b384b 100644
--- a/data/jurisdictions/us/states/vt/people/jim-harrison.md
+++ b/data/jurisdictions/us/states/vt/people/jim-harrison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-11"
+represents: "us/states/vt/districts/house/rutland-11"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-11 (VT State House of Representatives District Rutland-11).
 
+Represents [VT State House of Representatives District Rutland-11](/us/states/vt/districts/house/rutland-11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/jim-masland.md b/data/jurisdictions/us/states/vt/people/jim-masland.md
index a929545ac5..1f4cb561dd 100644
--- a/data/jurisdictions/us/states/vt/people/jim-masland.md
+++ b/data/jurisdictions/us/states/vt/people/jim-masland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-Orange-2"
+represents: "us/states/vt/districts/house/windsor-orange-2"
 tenure:
   start: "1999-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-Orange-2 (VT State House of Representatives District Windsor-Orange-2).
 
+Represents [VT State House of Representatives District Windsor-Orange-2](/us/states/vt/districts/house/windsor-orange-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/joe-luneau.md b/data/jurisdictions/us/states/vt/people/joe-luneau.md
index 7c2579eb7a..58503e659b 100644
--- a/data/jurisdictions/us/states/vt/people/joe-luneau.md
+++ b/data/jurisdictions/us/states/vt/people/joe-luneau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-3"
+represents: "us/states/vt/districts/house/franklin-3"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-3 (VT State House of Representatives District Franklin-3).
 
+Represents [VT State House of Representatives District Franklin-3](/us/states/vt/districts/house/franklin-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/joe-major.md b/data/jurisdictions/us/states/vt/people/joe-major.md
index 5ed9d4744c..fe88e92278 100644
--- a/data/jurisdictions/us/states/vt/people/joe-major.md
+++ b/data/jurisdictions/us/states/vt/people/joe-major.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Windsor"
+represents: "us/states/vt/districts/senate/windsor"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Windsor (VT State Senate District Windsor).
 
+Represents [VT State Senate District Windsor](/us/states/vt/districts/senate/windsor.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/john-bartholomew.md b/data/jurisdictions/us/states/vt/people/john-bartholomew.md
index d2cdcd5c26..dd51af35c3 100644
--- a/data/jurisdictions/us/states/vt/people/john-bartholomew.md
+++ b/data/jurisdictions/us/states/vt/people/john-bartholomew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-1"
+represents: "us/states/vt/districts/house/windsor-1"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-1 (VT State House of Representatives District Windsor-1).
 
+Represents [VT State House of Representatives District Windsor-1](/us/states/vt/districts/house/windsor-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/john-kascenska.md b/data/jurisdictions/us/states/vt/people/john-kascenska.md
index 346a763d91..a3fe227b7d 100644
--- a/data/jurisdictions/us/states/vt/people/john-kascenska.md
+++ b/data/jurisdictions/us/states/vt/people/john-kascenska.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Essex-Caledonia"
+represents: "us/states/vt/districts/house/essex-caledonia"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Essex-Caledonia (VT State House of Representatives District Essex-Caledonia).
 
+Represents [VT State House of Representatives District Essex-Caledonia](/us/states/vt/districts/house/essex-caledonia.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/john-o-brien.md b/data/jurisdictions/us/states/vt/people/john-o-brien.md
index b2e38f9b7a..38c311e4d4 100644
--- a/data/jurisdictions/us/states/vt/people/john-o-brien.md
+++ b/data/jurisdictions/us/states/vt/people/john-o-brien.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-Orange-1"
+represents: "us/states/vt/districts/house/windsor-orange-1"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-Orange-1 (VT State House of Representatives District Windsor-Orange-1).
 
+Represents [VT State House of Representatives District Windsor-Orange-1](/us/states/vt/districts/house/windsor-orange-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/jonathan-cooper.md b/data/jurisdictions/us/states/vt/people/jonathan-cooper.md
index c73a6e4299..5f0512f0e1 100644
--- a/data/jurisdictions/us/states/vt/people/jonathan-cooper.md
+++ b/data/jurisdictions/us/states/vt/people/jonathan-cooper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Bennington-1"
+represents: "us/states/vt/districts/house/bennington-1"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Bennington-1 (VT State House of Representatives District Bennington-1).
 
+Represents [VT State House of Representatives District Bennington-1](/us/states/vt/districts/house/bennington-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/joseph-parsons.md b/data/jurisdictions/us/states/vt/people/joseph-parsons.md
index 5c25dfdd52..9e2092f875 100644
--- a/data/jurisdictions/us/states/vt/people/joseph-parsons.md
+++ b/data/jurisdictions/us/states/vt/people/joseph-parsons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orange-Caledonia"
+represents: "us/states/vt/districts/house/orange-caledonia"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orange-Caledonia (VT State House of Representatives District Orange-Caledonia).
 
+Represents [VT State House of Representatives District Orange-Caledonia](/us/states/vt/districts/house/orange-caledonia.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/josh-dobrovich.md b/data/jurisdictions/us/states/vt/people/josh-dobrovich.md
index 64743344ce..7a2dac9f8d 100644
--- a/data/jurisdictions/us/states/vt/people/josh-dobrovich.md
+++ b/data/jurisdictions/us/states/vt/people/josh-dobrovich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orange-3"
+represents: "us/states/vt/districts/house/orange-3"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orange-3 (VT State House of Representatives District Orange-3).
 
+Represents [VT State House of Representatives District Orange-3](/us/states/vt/districts/house/orange-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/jubilee-mcgill.md b/data/jurisdictions/us/states/vt/people/jubilee-mcgill.md
index 3a2829b7f9..b1bd713bab 100644
--- a/data/jurisdictions/us/states/vt/people/jubilee-mcgill.md
+++ b/data/jurisdictions/us/states/vt/people/jubilee-mcgill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Addison-5"
+represents: "us/states/vt/districts/house/addison-5"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Addison-5 (VT State House of Representatives District Addison-5).
 
+Represents [VT State House of Representatives District Addison-5](/us/states/vt/districts/house/addison-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/karen-dolan.md b/data/jurisdictions/us/states/vt/people/karen-dolan.md
index 11bcbeef8f..eb0b8f2793 100644
--- a/data/jurisdictions/us/states/vt/people/karen-dolan.md
+++ b/data/jurisdictions/us/states/vt/people/karen-dolan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-22"
+represents: "us/states/vt/districts/house/chittenden-22"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-22 (VT State House of Representatives District Chittenden-22).
 
+Represents [VT State House of Representatives District Chittenden-22](/us/states/vt/districts/house/chittenden-22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kate-lalley.md b/data/jurisdictions/us/states/vt/people/kate-lalley.md
index b9d800be8e..3129aa77d1 100644
--- a/data/jurisdictions/us/states/vt/people/kate-lalley.md
+++ b/data/jurisdictions/us/states/vt/people/kate-lalley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-6"
+represents: "us/states/vt/districts/house/chittenden-6"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-6 (VT State House of Representatives District Chittenden-6).
 
+Represents [VT State House of Representatives District Chittenden-6](/us/states/vt/districts/house/chittenden-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kate-logan.md b/data/jurisdictions/us/states/vt/people/kate-logan.md
index d672fb8465..2cdb00226d 100644
--- a/data/jurisdictions/us/states/vt/people/kate-logan.md
+++ b/data/jurisdictions/us/states/vt/people/kate-logan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-16"
+represents: "us/states/vt/districts/house/chittenden-16"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-16 (VT State House of Representatives District Chittenden-16).
 
+Represents [VT State House of Representatives District Chittenden-16](/us/states/vt/districts/house/chittenden-16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kate-mccann.md b/data/jurisdictions/us/states/vt/people/kate-mccann.md
index 190e781702..a69bab3bc3 100644
--- a/data/jurisdictions/us/states/vt/people/kate-mccann.md
+++ b/data/jurisdictions/us/states/vt/people/kate-mccann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-4"
+represents: "us/states/vt/districts/house/washington-4"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-4 (VT State House of Representatives District Washington-4).
 
+Represents [VT State House of Representatives District Washington-4](/us/states/vt/districts/house/washington-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kate-nugent.md b/data/jurisdictions/us/states/vt/people/kate-nugent.md
index e0e59439c0..e0fab4e7d4 100644
--- a/data/jurisdictions/us/states/vt/people/kate-nugent.md
+++ b/data/jurisdictions/us/states/vt/people/kate-nugent.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-10"
+represents: "us/states/vt/districts/house/chittenden-10"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-10 (VT State House of Representatives District Chittenden-10).
 
+Represents [VT State House of Representatives District Chittenden-10](/us/states/vt/districts/house/chittenden-10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kathleen-james.md b/data/jurisdictions/us/states/vt/people/kathleen-james.md
index 2f20b7b124..ed85d70c44 100644
--- a/data/jurisdictions/us/states/vt/people/kathleen-james.md
+++ b/data/jurisdictions/us/states/vt/people/kathleen-james.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Bennington-4"
+represents: "us/states/vt/districts/house/bennington-4"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Bennington-4 (VT State House of Representatives District Bennington-4).
 
+Represents [VT State House of Representatives District Bennington-4](/us/states/vt/districts/house/bennington-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/ken-wells.md b/data/jurisdictions/us/states/vt/people/ken-wells.md
index 8cf5058558..e720305288 100644
--- a/data/jurisdictions/us/states/vt/people/ken-wells.md
+++ b/data/jurisdictions/us/states/vt/people/ken-wells.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orleans-3"
+represents: "us/states/vt/districts/house/orleans-3"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orleans-3 (VT State House of Representatives District Orleans-3).
 
+Represents [VT State House of Representatives District Orleans-3](/us/states/vt/districts/house/orleans-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kenneth-goslant.md b/data/jurisdictions/us/states/vt/people/kenneth-goslant.md
index e86ef8acc0..4229c42029 100644
--- a/data/jurisdictions/us/states/vt/people/kenneth-goslant.md
+++ b/data/jurisdictions/us/states/vt/people/kenneth-goslant.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-1"
+represents: "us/states/vt/districts/house/washington-1"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-1 (VT State House of Representatives District Washington-1).
 
+Represents [VT State House of Representatives District Washington-1](/us/states/vt/districts/house/washington-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kesha-ram-hinsdale.md b/data/jurisdictions/us/states/vt/people/kesha-ram-hinsdale.md
index d418a215c0..0c967e3ccb 100644
--- a/data/jurisdictions/us/states/vt/people/kesha-ram-hinsdale.md
+++ b/data/jurisdictions/us/states/vt/people/kesha-ram-hinsdale.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Chittenden Southeast"
+represents: "us/states/vt/districts/senate/chittenden-southeast"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Chittenden Southeast (VT State Senate District Chittenden Southeast).
 
+Represents [VT State Senate District Chittenden Southeast](/us/states/vt/districts/senate/chittenden-southeast.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kevin-christie.md b/data/jurisdictions/us/states/vt/people/kevin-christie.md
index 4e3426cf8e..f111ff0140 100644
--- a/data/jurisdictions/us/states/vt/people/kevin-christie.md
+++ b/data/jurisdictions/us/states/vt/people/kevin-christie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-6"
+represents: "us/states/vt/districts/house/windsor-6"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-6 (VT State House of Representatives District Windsor-6).
 
+Represents [VT State House of Representatives District Windsor-6](/us/states/vt/districts/house/windsor-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kevin-winter.md b/data/jurisdictions/us/states/vt/people/kevin-winter.md
index 98b80ba94a..61ff9626b7 100644
--- a/data/jurisdictions/us/states/vt/people/kevin-winter.md
+++ b/data/jurisdictions/us/states/vt/people/kevin-winter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-Windsor"
+represents: "us/states/vt/districts/house/rutland-windsor"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-Windsor (VT State House of Representatives District Rutland-Windsor).
 
+Represents [VT State House of Representatives District Rutland-Windsor](/us/states/vt/districts/house/rutland-windsor.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kirk-white.md b/data/jurisdictions/us/states/vt/people/kirk-white.md
index 6e4b66f97e..8c15586a84 100644
--- a/data/jurisdictions/us/states/vt/people/kirk-white.md
+++ b/data/jurisdictions/us/states/vt/people/kirk-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-Addison"
+represents: "us/states/vt/districts/house/windsor-addison"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-Addison (VT State House of Representatives District Windsor-Addison).
 
+Represents [VT State House of Representatives District Windsor-Addison](/us/states/vt/districts/house/windsor-addison.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/kristi-morris.md b/data/jurisdictions/us/states/vt/people/kristi-morris.md
index 3b24c1c712..4e1ab10e8f 100644
--- a/data/jurisdictions/us/states/vt/people/kristi-morris.md
+++ b/data/jurisdictions/us/states/vt/people/kristi-morris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-3"
+represents: "us/states/vt/districts/house/windsor-3"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-3 (VT State House of Representatives District Windsor-3).
 
+Represents [VT State House of Representatives District Windsor-3](/us/states/vt/districts/house/windsor-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/larry-hart.md b/data/jurisdictions/us/states/vt/people/larry-hart.md
index a0d931f903..4f0ff566dc 100644
--- a/data/jurisdictions/us/states/vt/people/larry-hart.md
+++ b/data/jurisdictions/us/states/vt/people/larry-hart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Orange"
+represents: "us/states/vt/districts/senate/orange"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Orange (VT State Senate District Orange).
 
+Represents [VT State Senate District Orange](/us/states/vt/districts/senate/orange.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/larry-labor.md b/data/jurisdictions/us/states/vt/people/larry-labor.md
index 1a78d49afc..892e4187f3 100644
--- a/data/jurisdictions/us/states/vt/people/larry-labor.md
+++ b/data/jurisdictions/us/states/vt/people/larry-labor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Essex-Orleans"
+represents: "us/states/vt/districts/house/essex-orleans"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Essex-Orleans (VT State House of Representatives District Essex-Orleans).
 
+Represents [VT State House of Representatives District Essex-Orleans](/us/states/vt/districts/house/essex-orleans.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/larry-satcowitz.md b/data/jurisdictions/us/states/vt/people/larry-satcowitz.md
index 0d003465b4..c629ade9ba 100644
--- a/data/jurisdictions/us/states/vt/people/larry-satcowitz.md
+++ b/data/jurisdictions/us/states/vt/people/larry-satcowitz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orange-Washington-Addison"
+represents: "us/states/vt/districts/house/orange-washington-addison"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orange-Washington-Addison (VT State House of Representatives District Orange-Washington-Addison).
 
+Represents [VT State House of Representatives District Orange-Washington-Addison](/us/states/vt/districts/house/orange-washington-addison.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/laura-sibilia.md b/data/jurisdictions/us/states/vt/people/laura-sibilia.md
index dee29847c1..bea119c1c7 100644
--- a/data/jurisdictions/us/states/vt/people/laura-sibilia.md
+++ b/data/jurisdictions/us/states/vt/people/laura-sibilia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-2"
+represents: "us/states/vt/districts/house/windham-2"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-2 (VT State House of Representatives District Windham-2).
 
+Represents [VT State House of Representatives District Windham-2](/us/states/vt/districts/house/windham-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/leanne-harple.md b/data/jurisdictions/us/states/vt/people/leanne-harple.md
index bb8cbcfceb..6c0fc56975 100644
--- a/data/jurisdictions/us/states/vt/people/leanne-harple.md
+++ b/data/jurisdictions/us/states/vt/people/leanne-harple.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orleans-4"
+represents: "us/states/vt/districts/house/orleans-4"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orleans-4 (VT State House of Representatives District Orleans-4).
 
+Represents [VT State House of Representatives District Orleans-4](/us/states/vt/districts/house/orleans-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/leland-morgan.md b/data/jurisdictions/us/states/vt/people/leland-morgan.md
index c634a6dee8..630e1b010f 100644
--- a/data/jurisdictions/us/states/vt/people/leland-morgan.md
+++ b/data/jurisdictions/us/states/vt/people/leland-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Grand Isle-Chittenden"
+represents: "us/states/vt/districts/house/grand-isle-chittenden"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Grand Isle-Chittenden (VT State House of Representatives District Grand Isle-Chittenden).
 
+Represents [VT State House of Representatives District Grand Isle-Chittenden](/us/states/vt/districts/house/grand-isle-chittenden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/leonora-dodge.md b/data/jurisdictions/us/states/vt/people/leonora-dodge.md
index a13a1f1ec2..c24034b7d3 100644
--- a/data/jurisdictions/us/states/vt/people/leonora-dodge.md
+++ b/data/jurisdictions/us/states/vt/people/leonora-dodge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-23"
+represents: "us/states/vt/districts/house/chittenden-23"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-23 (VT State House of Representatives District Chittenden-23).
 
+Represents [VT State House of Representatives District Chittenden-23](/us/states/vt/districts/house/chittenden-23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/leslie-goldman.md b/data/jurisdictions/us/states/vt/people/leslie-goldman.md
index 9d91fc9420..8a9e4b55d8 100644
--- a/data/jurisdictions/us/states/vt/people/leslie-goldman.md
+++ b/data/jurisdictions/us/states/vt/people/leslie-goldman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-3"
+represents: "us/states/vt/districts/house/windham-3"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-3 (VT State House of Representatives District Windham-3).
 
+Represents [VT State House of Representatives District Windham-3](/us/states/vt/districts/house/windham-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/lisa-hango.md b/data/jurisdictions/us/states/vt/people/lisa-hango.md
index fb1de4239e..46bb0363c6 100644
--- a/data/jurisdictions/us/states/vt/people/lisa-hango.md
+++ b/data/jurisdictions/us/states/vt/people/lisa-hango.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-5"
+represents: "us/states/vt/districts/house/franklin-5"
 tenure:
   start: "2019-02-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-5 (VT State House of Representatives District Franklin-5).
 
+Represents [VT State House of Representatives District Franklin-5](/us/states/vt/districts/house/franklin-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/lori-houghton.md b/data/jurisdictions/us/states/vt/people/lori-houghton.md
index 7180617b8a..8a7630a001 100644
--- a/data/jurisdictions/us/states/vt/people/lori-houghton.md
+++ b/data/jurisdictions/us/states/vt/people/lori-houghton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-22"
+represents: "us/states/vt/districts/house/chittenden-22"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-22 (VT State House of Representatives District Chittenden-22).
 
+Represents [VT State House of Representatives District Chittenden-22](/us/states/vt/districts/house/chittenden-22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/lucy-boyden.md b/data/jurisdictions/us/states/vt/people/lucy-boyden.md
index cfe3ba3381..00c96650d1 100644
--- a/data/jurisdictions/us/states/vt/people/lucy-boyden.md
+++ b/data/jurisdictions/us/states/vt/people/lucy-boyden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Lamoille-3"
+represents: "us/states/vt/districts/house/lamoille-3"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Lamoille-3 (VT State House of Representatives District Lamoille-3).
 
+Represents [VT State House of Representatives District Lamoille-3](/us/states/vt/districts/house/lamoille-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/lynn-dickinson.md b/data/jurisdictions/us/states/vt/people/lynn-dickinson.md
index ebabd1bfdf..9561762b45 100644
--- a/data/jurisdictions/us/states/vt/people/lynn-dickinson.md
+++ b/data/jurisdictions/us/states/vt/people/lynn-dickinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-2"
+represents: "us/states/vt/districts/house/franklin-2"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-2 (VT State House of Representatives District Franklin-2).
 
+Represents [VT State House of Representatives District Franklin-2](/us/states/vt/districts/house/franklin-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/marc-mihaly.md b/data/jurisdictions/us/states/vt/people/marc-mihaly.md
index c615dce9d9..3b47cc1093 100644
--- a/data/jurisdictions/us/states/vt/people/marc-mihaly.md
+++ b/data/jurisdictions/us/states/vt/people/marc-mihaly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-6"
+represents: "us/states/vt/districts/house/washington-6"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-6 (VT State House of Representatives District Washington-6).
 
+Represents [VT State House of Representatives District Washington-6](/us/states/vt/districts/house/washington-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/mari-cordes.md b/data/jurisdictions/us/states/vt/people/mari-cordes.md
index 9d578dbb8c..910a8acf11 100644
--- a/data/jurisdictions/us/states/vt/people/mari-cordes.md
+++ b/data/jurisdictions/us/states/vt/people/mari-cordes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Addison-4"
+represents: "us/states/vt/districts/house/addison-4"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Addison-4 (VT State House of Representatives District Addison-4).
 
+Represents [VT State House of Representatives District Addison-4](/us/states/vt/districts/house/addison-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/mark-higley.md b/data/jurisdictions/us/states/vt/people/mark-higley.md
index 8016e4063c..83155ffd77 100644
--- a/data/jurisdictions/us/states/vt/people/mark-higley.md
+++ b/data/jurisdictions/us/states/vt/people/mark-higley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orleans-Lamoille"
+represents: "us/states/vt/districts/house/orleans-lamoille"
 tenure:
   start: "2009-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orleans-Lamoille (VT State House of Representatives District Orleans-Lamoille).
 
+Represents [VT State House of Representatives District Orleans-Lamoille](/us/states/vt/districts/house/orleans-lamoille.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/martin-lalonde.md b/data/jurisdictions/us/states/vt/people/martin-lalonde.md
index 47cbf886cf..aa6f7ca5ca 100644
--- a/data/jurisdictions/us/states/vt/people/martin-lalonde.md
+++ b/data/jurisdictions/us/states/vt/people/martin-lalonde.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-12"
+represents: "us/states/vt/districts/house/chittenden-12"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-12 (VT State House of Representatives District Chittenden-12).
 
+Represents [VT State House of Representatives District Chittenden-12](/us/states/vt/districts/house/chittenden-12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/martine-gulick.md b/data/jurisdictions/us/states/vt/people/martine-gulick.md
index 64adab336f..ede7242b04 100644
--- a/data/jurisdictions/us/states/vt/people/martine-gulick.md
+++ b/data/jurisdictions/us/states/vt/people/martine-gulick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Chittenden Central"
+represents: "us/states/vt/districts/senate/chittenden-central"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Chittenden Central (VT State Senate District Chittenden Central).
 
+Represents [VT State Senate District Chittenden Central](/us/states/vt/districts/senate/chittenden-central.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/marty-feltus.md b/data/jurisdictions/us/states/vt/people/marty-feltus.md
index a03ca7e513..7d6cb919ae 100644
--- a/data/jurisdictions/us/states/vt/people/marty-feltus.md
+++ b/data/jurisdictions/us/states/vt/people/marty-feltus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Caledonia-3"
+represents: "us/states/vt/districts/house/caledonia-3"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Caledonia-3 (VT State House of Representatives District Caledonia-3).
 
+Represents [VT State House of Representatives District Caledonia-3](/us/states/vt/districts/house/caledonia-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/mary-howard.md b/data/jurisdictions/us/states/vt/people/mary-howard.md
index 97a5043b2d..eaba60f973 100644
--- a/data/jurisdictions/us/states/vt/people/mary-howard.md
+++ b/data/jurisdictions/us/states/vt/people/mary-howard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-6"
+represents: "us/states/vt/districts/house/rutland-6"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-6 (VT State House of Representatives District Rutland-6).
 
+Represents [VT State House of Representatives District Rutland-6](/us/states/vt/districts/house/rutland-6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/mary-katherine-stone.md b/data/jurisdictions/us/states/vt/people/mary-katherine-stone.md
index c4330d11f5..3d08f9ff19 100644
--- a/data/jurisdictions/us/states/vt/people/mary-katherine-stone.md
+++ b/data/jurisdictions/us/states/vt/people/mary-katherine-stone.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-14"
+represents: "us/states/vt/districts/house/chittenden-14"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-14 (VT State House of Representatives District Chittenden-14).
 
+Represents [VT State House of Representatives District Chittenden-14](/us/states/vt/districts/house/chittenden-14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/mary-morrissey.md b/data/jurisdictions/us/states/vt/people/mary-morrissey.md
index 3f45370dd8..ca93828ba6 100644
--- a/data/jurisdictions/us/states/vt/people/mary-morrissey.md
+++ b/data/jurisdictions/us/states/vt/people/mary-morrissey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Bennington-5"
+represents: "us/states/vt/districts/house/bennington-5"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Bennington-5 (VT State House of Representatives District Bennington-5).
 
+Represents [VT State House of Representatives District Bennington-5](/us/states/vt/districts/house/bennington-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/matt-birong.md b/data/jurisdictions/us/states/vt/people/matt-birong.md
index 52203a33a2..c5668bb868 100644
--- a/data/jurisdictions/us/states/vt/people/matt-birong.md
+++ b/data/jurisdictions/us/states/vt/people/matt-birong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Addison-3"
+represents: "us/states/vt/districts/house/addison-3"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Addison-3 (VT State House of Representatives District Addison-3).
 
+Represents [VT State House of Representatives District Addison-3](/us/states/vt/districts/house/addison-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/matt-walker.md b/data/jurisdictions/us/states/vt/people/matt-walker.md
index 254fb550a8..aaf7dc7190 100644
--- a/data/jurisdictions/us/states/vt/people/matt-walker.md
+++ b/data/jurisdictions/us/states/vt/people/matt-walker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-4"
+represents: "us/states/vt/districts/house/franklin-4"
 tenure:
   start: "2022-02-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-4 (VT State House of Representatives District Franklin-4).
 
+Represents [VT State House of Representatives District Franklin-4](/us/states/vt/districts/house/franklin-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/michael-boutin.md b/data/jurisdictions/us/states/vt/people/michael-boutin.md
index 2d6e40b7e5..1e062094cb 100644
--- a/data/jurisdictions/us/states/vt/people/michael-boutin.md
+++ b/data/jurisdictions/us/states/vt/people/michael-boutin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-3"
+represents: "us/states/vt/districts/house/washington-3"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-3 (VT State House of Representatives District Washington-3).
 
+Represents [VT State House of Representatives District Washington-3](/us/states/vt/districts/house/washington-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/michael-marcotte.md b/data/jurisdictions/us/states/vt/people/michael-marcotte.md
index 81d44993de..4fc74afd4e 100644
--- a/data/jurisdictions/us/states/vt/people/michael-marcotte.md
+++ b/data/jurisdictions/us/states/vt/people/michael-marcotte.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orleans-Lamoille"
+represents: "us/states/vt/districts/house/orleans-lamoille"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orleans-Lamoille (VT State House of Representatives District Orleans-Lamoille).
 
+Represents [VT State House of Representatives District Orleans-Lamoille](/us/states/vt/districts/house/orleans-lamoille.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/michael-nigro.md b/data/jurisdictions/us/states/vt/people/michael-nigro.md
index 601f3056bc..1a867a88ad 100644
--- a/data/jurisdictions/us/states/vt/people/michael-nigro.md
+++ b/data/jurisdictions/us/states/vt/people/michael-nigro.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Bennington-5"
+represents: "us/states/vt/districts/house/bennington-5"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Bennington-5 (VT State House of Representatives District Bennington-5).
 
+Represents [VT State House of Representatives District Bennington-5](/us/states/vt/districts/house/bennington-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/michelle-bos-lun.md b/data/jurisdictions/us/states/vt/people/michelle-bos-lun.md
index f7bb2da544..5bd2151bd4 100644
--- a/data/jurisdictions/us/states/vt/people/michelle-bos-lun.md
+++ b/data/jurisdictions/us/states/vt/people/michelle-bos-lun.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-3"
+represents: "us/states/vt/districts/house/windham-3"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-3 (VT State House of Representatives District Windham-3).
 
+Represents [VT State House of Representatives District Windham-3](/us/states/vt/districts/house/windham-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/mike-morgan.md b/data/jurisdictions/us/states/vt/people/mike-morgan.md
index d415e6f027..173606d8f9 100644
--- a/data/jurisdictions/us/states/vt/people/mike-morgan.md
+++ b/data/jurisdictions/us/states/vt/people/mike-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Grand Isle-Chittenden"
+represents: "us/states/vt/districts/house/grand-isle-chittenden"
 tenure:
   start: "2021-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Grand Isle-Chittenden (VT State House of Representatives District Grand Isle-Chittenden).
 
+Represents [VT State House of Representatives District Grand Isle-Chittenden](/us/states/vt/districts/house/grand-isle-chittenden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/mike-mrowicki.md b/data/jurisdictions/us/states/vt/people/mike-mrowicki.md
index 359bb163cf..df9347949b 100644
--- a/data/jurisdictions/us/states/vt/people/mike-mrowicki.md
+++ b/data/jurisdictions/us/states/vt/people/mike-mrowicki.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-4"
+represents: "us/states/vt/districts/house/windham-4"
 tenure:
   start: "2009-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-4 (VT State House of Representatives District Windham-4).
 
+Represents [VT State House of Representatives District Windham-4](/us/states/vt/districts/house/windham-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/mike-southworth.md b/data/jurisdictions/us/states/vt/people/mike-southworth.md
index 331fd400f3..df809b41ec 100644
--- a/data/jurisdictions/us/states/vt/people/mike-southworth.md
+++ b/data/jurisdictions/us/states/vt/people/mike-southworth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Caledonia-2"
+represents: "us/states/vt/districts/house/caledonia-2"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Caledonia-2 (VT State House of Representatives District Caledonia-2).
 
+Represents [VT State House of Representatives District Caledonia-2](/us/states/vt/districts/house/caledonia-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/mike-tagliavia.md b/data/jurisdictions/us/states/vt/people/mike-tagliavia.md
index bf126a278b..8c611163a0 100644
--- a/data/jurisdictions/us/states/vt/people/mike-tagliavia.md
+++ b/data/jurisdictions/us/states/vt/people/mike-tagliavia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orange-1"
+represents: "us/states/vt/districts/house/orange-1"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orange-1 (VT State House of Representatives District Orange-1).
 
+Represents [VT State House of Representatives District Orange-1](/us/states/vt/districts/house/orange-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/mollie-burke.md b/data/jurisdictions/us/states/vt/people/mollie-burke.md
index c891f94c78..50d5d7bda3 100644
--- a/data/jurisdictions/us/states/vt/people/mollie-burke.md
+++ b/data/jurisdictions/us/states/vt/people/mollie-burke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-8"
+represents: "us/states/vt/districts/house/windham-8"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-8 (VT State House of Representatives District Windham-8).
 
+Represents [VT State House of Representatives District Windham-8](/us/states/vt/districts/house/windham-8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/monique-priestley.md b/data/jurisdictions/us/states/vt/people/monique-priestley.md
index 4991ad66bf..5558fb70f2 100644
--- a/data/jurisdictions/us/states/vt/people/monique-priestley.md
+++ b/data/jurisdictions/us/states/vt/people/monique-priestley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orange-2"
+represents: "us/states/vt/districts/house/orange-2"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orange-2 (VT State House of Representatives District Orange-2).
 
+Represents [VT State House of Representatives District Orange-2](/us/states/vt/districts/house/orange-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/nader-hashim.md b/data/jurisdictions/us/states/vt/people/nader-hashim.md
index 84e19ad61d..5eade7fe19 100644
--- a/data/jurisdictions/us/states/vt/people/nader-hashim.md
+++ b/data/jurisdictions/us/states/vt/people/nader-hashim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Windham"
+represents: "us/states/vt/districts/senate/windham"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Windham (VT State Senate District Windham).
 
+Represents [VT State Senate District Windham](/us/states/vt/districts/senate/windham.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/patrick-brennan.md b/data/jurisdictions/us/states/vt/people/patrick-brennan.md
index ac96886e89..4a2580c5fc 100644
--- a/data/jurisdictions/us/states/vt/people/patrick-brennan.md
+++ b/data/jurisdictions/us/states/vt/people/patrick-brennan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Grand Isle"
+represents: "us/states/vt/districts/senate/grand-isle"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Grand Isle (VT State Senate District Grand Isle).
 
+Represents [VT State Senate District Grand Isle](/us/states/vt/districts/senate/grand-isle.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/pattie-mccoy.md b/data/jurisdictions/us/states/vt/people/pattie-mccoy.md
index 52def02e58..8a8e4b5e94 100644
--- a/data/jurisdictions/us/states/vt/people/pattie-mccoy.md
+++ b/data/jurisdictions/us/states/vt/people/pattie-mccoy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-1"
+represents: "us/states/vt/districts/house/rutland-1"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-1 (VT State House of Representatives District Rutland-1).
 
+Represents [VT State House of Representatives District Rutland-1](/us/states/vt/districts/house/rutland-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/penny-demar.md b/data/jurisdictions/us/states/vt/people/penny-demar.md
index 10d6a43d93..6be2d1bcc1 100644
--- a/data/jurisdictions/us/states/vt/people/penny-demar.md
+++ b/data/jurisdictions/us/states/vt/people/penny-demar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-7"
+represents: "us/states/vt/districts/house/franklin-7"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-7 (VT State House of Representatives District Franklin-7).
 
+Represents [VT State House of Representatives District Franklin-7](/us/states/vt/districts/house/franklin-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/peter-conlon.md b/data/jurisdictions/us/states/vt/people/peter-conlon.md
index b7af21df16..39f2de0c00 100644
--- a/data/jurisdictions/us/states/vt/people/peter-conlon.md
+++ b/data/jurisdictions/us/states/vt/people/peter-conlon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Addison-2"
+represents: "us/states/vt/districts/house/addison-2"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Addison-2 (VT State House of Representatives District Addison-2).
 
+Represents [VT State House of Representatives District Addison-2](/us/states/vt/districts/house/addison-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/phil-baruth.md b/data/jurisdictions/us/states/vt/people/phil-baruth.md
index af78a9b6c6..fddbadbc34 100644
--- a/data/jurisdictions/us/states/vt/people/phil-baruth.md
+++ b/data/jurisdictions/us/states/vt/people/phil-baruth.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Chittenden Central"
+represents: "us/states/vt/districts/senate/chittenden-central"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Chittenden Central (VT State Senate District Chittenden Central).
 
+Represents [VT State Senate District Chittenden Central](/us/states/vt/districts/senate/chittenden-central.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/phil-pouech.md b/data/jurisdictions/us/states/vt/people/phil-pouech.md
index 919490cc65..c3be4873e4 100644
--- a/data/jurisdictions/us/states/vt/people/phil-pouech.md
+++ b/data/jurisdictions/us/states/vt/people/phil-pouech.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-4"
+represents: "us/states/vt/districts/house/chittenden-4"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-4 (VT State House of Representatives District Chittenden-4).
 
+Represents [VT State House of Representatives District Chittenden-4](/us/states/vt/districts/house/chittenden-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/randy-brock.md b/data/jurisdictions/us/states/vt/people/randy-brock.md
index 1960cd5c01..6db59a106c 100644
--- a/data/jurisdictions/us/states/vt/people/randy-brock.md
+++ b/data/jurisdictions/us/states/vt/people/randy-brock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Franklin"
+represents: "us/states/vt/districts/senate/franklin"
 tenure:
   start: "2017-12-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Franklin (VT State Senate District Franklin).
 
+Represents [VT State Senate District Franklin](/us/states/vt/districts/senate/franklin.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/rebecca-holcombe.md b/data/jurisdictions/us/states/vt/people/rebecca-holcombe.md
index eed065d4de..85ed702771 100644
--- a/data/jurisdictions/us/states/vt/people/rebecca-holcombe.md
+++ b/data/jurisdictions/us/states/vt/people/rebecca-holcombe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-Orange-2"
+represents: "us/states/vt/districts/house/windsor-orange-2"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-Orange-2 (VT State House of Representatives District Windsor-Orange-2).
 
+Represents [VT State House of Representatives District Windsor-Orange-2](/us/states/vt/districts/house/windsor-orange-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/rey-garofano.md b/data/jurisdictions/us/states/vt/people/rey-garofano.md
index 21b0b30be5..6aa95300a9 100644
--- a/data/jurisdictions/us/states/vt/people/rey-garofano.md
+++ b/data/jurisdictions/us/states/vt/people/rey-garofano.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-23"
+represents: "us/states/vt/districts/house/chittenden-23"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-23 (VT State House of Representatives District Chittenden-23).
 
+Represents [VT State House of Representatives District Chittenden-23](/us/states/vt/districts/house/chittenden-23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/richard-bailey.md b/data/jurisdictions/us/states/vt/people/richard-bailey.md
index 0216c7e203..fb2057c4e4 100644
--- a/data/jurisdictions/us/states/vt/people/richard-bailey.md
+++ b/data/jurisdictions/us/states/vt/people/richard-bailey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Lamoille-2"
+represents: "us/states/vt/districts/house/lamoille-2"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Lamoille-2 (VT State House of Representatives District Lamoille-2).
 
+Represents [VT State House of Representatives District Lamoille-2](/us/states/vt/districts/house/lamoille-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/richard-nelson.md b/data/jurisdictions/us/states/vt/people/richard-nelson.md
index 2fda398a95..94d9e037c7 100644
--- a/data/jurisdictions/us/states/vt/people/richard-nelson.md
+++ b/data/jurisdictions/us/states/vt/people/richard-nelson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orleans-1"
+represents: "us/states/vt/districts/house/orleans-1"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orleans-1 (VT State House of Representatives District Orleans-1).
 
+Represents [VT State House of Representatives District Orleans-1](/us/states/vt/districts/house/orleans-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/richard-westman.md b/data/jurisdictions/us/states/vt/people/richard-westman.md
index dabbac9dd9..dd0c89104a 100644
--- a/data/jurisdictions/us/states/vt/people/richard-westman.md
+++ b/data/jurisdictions/us/states/vt/people/richard-westman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Lamoille"
+represents: "us/states/vt/districts/senate/lamoille"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Lamoille (VT State Senate District Lamoille).
 
+Represents [VT State Senate District Lamoille](/us/states/vt/districts/senate/lamoille.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/rob-hunter.md b/data/jurisdictions/us/states/vt/people/rob-hunter.md
index 53e4f823c6..a05776996e 100644
--- a/data/jurisdictions/us/states/vt/people/rob-hunter.md
+++ b/data/jurisdictions/us/states/vt/people/rob-hunter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Bennington-4"
+represents: "us/states/vt/districts/house/bennington-4"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Bennington-4 (VT State House of Representatives District Bennington-4).
 
+Represents [VT State House of Representatives District Bennington-4](/us/states/vt/districts/house/bennington-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/rob-north.md b/data/jurisdictions/us/states/vt/people/rob-north.md
index 747b585092..7f10b118e0 100644
--- a/data/jurisdictions/us/states/vt/people/rob-north.md
+++ b/data/jurisdictions/us/states/vt/people/rob-north.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Addison-3"
+represents: "us/states/vt/districts/house/addison-3"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Addison-3 (VT State House of Representatives District Addison-3).
 
+Represents [VT State House of Representatives District Addison-3](/us/states/vt/districts/house/addison-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/rob-plunkett.md b/data/jurisdictions/us/states/vt/people/rob-plunkett.md
index 0fa08813e1..03aea3dca4 100644
--- a/data/jurisdictions/us/states/vt/people/rob-plunkett.md
+++ b/data/jurisdictions/us/states/vt/people/rob-plunkett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Bennington"
+represents: "us/states/vt/districts/senate/bennington"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Bennington (VT State Senate District Bennington).
 
+Represents [VT State Senate District Bennington](/us/states/vt/districts/senate/bennington.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/robin-scheu.md b/data/jurisdictions/us/states/vt/people/robin-scheu.md
index ef7f907e59..417be50ec8 100644
--- a/data/jurisdictions/us/states/vt/people/robin-scheu.md
+++ b/data/jurisdictions/us/states/vt/people/robin-scheu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Addison-1"
+represents: "us/states/vt/districts/house/addison-1"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Addison-1 (VT State House of Representatives District Addison-1).
 
+Represents [VT State House of Representatives District Addison-1](/us/states/vt/districts/house/addison-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/russ-ingalls.md b/data/jurisdictions/us/states/vt/people/russ-ingalls.md
index 8809f0c37b..3e523a9950 100644
--- a/data/jurisdictions/us/states/vt/people/russ-ingalls.md
+++ b/data/jurisdictions/us/states/vt/people/russ-ingalls.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Essex"
+represents: "us/states/vt/districts/senate/essex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Essex (VT State Senate District Essex).
 
+Represents [VT State Senate District Essex](/us/states/vt/districts/senate/essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/ruth-hardy.md b/data/jurisdictions/us/states/vt/people/ruth-hardy.md
index 4a0b7c67da..de51363609 100644
--- a/data/jurisdictions/us/states/vt/people/ruth-hardy.md
+++ b/data/jurisdictions/us/states/vt/people/ruth-hardy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Addison"
+represents: "us/states/vt/districts/senate/addison"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Addison (VT State Senate District Addison).
 
+Represents [VT State Senate District Addison](/us/states/vt/districts/senate/addison.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/sam-douglass.md b/data/jurisdictions/us/states/vt/people/sam-douglass.md
index a6b4c7f4bb..13ed0fad34 100644
--- a/data/jurisdictions/us/states/vt/people/sam-douglass.md
+++ b/data/jurisdictions/us/states/vt/people/sam-douglass.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Orleans"
+represents: "us/states/vt/districts/senate/orleans"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Orleans (VT State Senate District Orleans).
 
+Represents [VT State Senate District Orleans](/us/states/vt/districts/senate/orleans.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/sandy-pinsonault.md b/data/jurisdictions/us/states/vt/people/sandy-pinsonault.md
index 47a06228c6..baec66195c 100644
--- a/data/jurisdictions/us/states/vt/people/sandy-pinsonault.md
+++ b/data/jurisdictions/us/states/vt/people/sandy-pinsonault.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Bennington-Rutland"
+represents: "us/states/vt/districts/house/bennington-rutland"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Bennington-Rutland (VT State House of Representatives District Bennington-Rutland).
 
+Represents [VT State House of Representatives District Bennington-Rutland](/us/states/vt/districts/house/bennington-rutland.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/sarita-austin.md b/data/jurisdictions/us/states/vt/people/sarita-austin.md
index 18c567454a..2496ce70a2 100644
--- a/data/jurisdictions/us/states/vt/people/sarita-austin.md
+++ b/data/jurisdictions/us/states/vt/people/sarita-austin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-19"
+represents: "us/states/vt/districts/house/chittenden-19"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-19 (VT State House of Representatives District Chittenden-19).
 
+Represents [VT State House of Representatives District Chittenden-19](/us/states/vt/districts/house/chittenden-19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/saudia-lamont.md b/data/jurisdictions/us/states/vt/people/saudia-lamont.md
index 27c1311e4f..30b978e3e9 100644
--- a/data/jurisdictions/us/states/vt/people/saudia-lamont.md
+++ b/data/jurisdictions/us/states/vt/people/saudia-lamont.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Lamoille-Washington"
+represents: "us/states/vt/districts/house/lamoille-washington"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Lamoille-Washington (VT State House of Representatives District Lamoille-Washington).
 
+Represents [VT State House of Representatives District Lamoille-Washington](/us/states/vt/districts/house/lamoille-washington.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/scott-beck.md b/data/jurisdictions/us/states/vt/people/scott-beck.md
index 4b121e7acb..faba1b8f18 100644
--- a/data/jurisdictions/us/states/vt/people/scott-beck.md
+++ b/data/jurisdictions/us/states/vt/people/scott-beck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Caledonia"
+represents: "us/states/vt/districts/senate/caledonia"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Caledonia (VT State Senate District Caledonia).
 
+Represents [VT State Senate District Caledonia](/us/states/vt/districts/senate/caledonia.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/scott-campbell.md b/data/jurisdictions/us/states/vt/people/scott-campbell.md
index e3302cfec8..bef985a02a 100644
--- a/data/jurisdictions/us/states/vt/people/scott-campbell.md
+++ b/data/jurisdictions/us/states/vt/people/scott-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Caledonia-Essex"
+represents: "us/states/vt/districts/house/caledonia-essex"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Caledonia-Essex (VT State House of Representatives District Caledonia-Essex).
 
+Represents [VT State House of Representatives District Caledonia-Essex](/us/states/vt/districts/house/caledonia-essex.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/seth-bongartz.md b/data/jurisdictions/us/states/vt/people/seth-bongartz.md
index 756c03c2a2..19a57af084 100644
--- a/data/jurisdictions/us/states/vt/people/seth-bongartz.md
+++ b/data/jurisdictions/us/states/vt/people/seth-bongartz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Bennington"
+represents: "us/states/vt/districts/senate/bennington"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Bennington (VT State Senate District Bennington).
 
+Represents [VT State Senate District Bennington](/us/states/vt/districts/senate/bennington.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/shawn-sweeney.md b/data/jurisdictions/us/states/vt/people/shawn-sweeney.md
index 8d12878956..653045dc12 100644
--- a/data/jurisdictions/us/states/vt/people/shawn-sweeney.md
+++ b/data/jurisdictions/us/states/vt/people/shawn-sweeney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-7"
+represents: "us/states/vt/districts/house/chittenden-7"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-7 (VT State House of Representatives District Chittenden-7).
 
+Represents [VT State House of Representatives District Chittenden-7](/us/states/vt/districts/house/chittenden-7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/steven-heffernan.md b/data/jurisdictions/us/states/vt/people/steven-heffernan.md
index 42f5f55d7c..a945f8716c 100644
--- a/data/jurisdictions/us/states/vt/people/steven-heffernan.md
+++ b/data/jurisdictions/us/states/vt/people/steven-heffernan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Addison"
+represents: "us/states/vt/districts/senate/addison"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Addison (VT State Senate District Addison).
 
+Represents [VT State Senate District Addison](/us/states/vt/districts/senate/addison.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/tanya-vyhovsky.md b/data/jurisdictions/us/states/vt/people/tanya-vyhovsky.md
index f5c87012e4..b520bbaa59 100644
--- a/data/jurisdictions/us/states/vt/people/tanya-vyhovsky.md
+++ b/data/jurisdictions/us/states/vt/people/tanya-vyhovsky.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Chittenden Central"
+represents: "us/states/vt/districts/senate/chittenden-central"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Chittenden Central (VT State Senate District Chittenden Central).
 
+Represents [VT State Senate District Chittenden Central](/us/states/vt/districts/senate/chittenden-central.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/teddy-waszazak.md b/data/jurisdictions/us/states/vt/people/teddy-waszazak.md
index 5ccc749dfe..211697205d 100644
--- a/data/jurisdictions/us/states/vt/people/teddy-waszazak.md
+++ b/data/jurisdictions/us/states/vt/people/teddy-waszazak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-3"
+represents: "us/states/vt/districts/house/washington-3"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-3 (VT State House of Representatives District Washington-3).
 
+Represents [VT State House of Representatives District Washington-3](/us/states/vt/districts/house/washington-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/terry-williams.md b/data/jurisdictions/us/states/vt/people/terry-williams.md
index 757e3c9948..7c5f945450 100644
--- a/data/jurisdictions/us/states/vt/people/terry-williams.md
+++ b/data/jurisdictions/us/states/vt/people/terry-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Rutland"
+represents: "us/states/vt/districts/senate/rutland"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Rutland (VT State Senate District Rutland).
 
+Represents [VT State Senate District Rutland](/us/states/vt/districts/senate/rutland.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/theresa-wood.md b/data/jurisdictions/us/states/vt/people/theresa-wood.md
index bc700829ac..66ad304747 100644
--- a/data/jurisdictions/us/states/vt/people/theresa-wood.md
+++ b/data/jurisdictions/us/states/vt/people/theresa-wood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-Chittenden"
+represents: "us/states/vt/districts/house/washington-chittenden"
 tenure:
   start: "2015-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-Chittenden (VT State House of Representatives District Washington-Chittenden).
 
+Represents [VT State House of Representatives District Washington-Chittenden](/us/states/vt/districts/house/washington-chittenden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/thomas-chittenden.md b/data/jurisdictions/us/states/vt/people/thomas-chittenden.md
index 36b2e19095..3ba039ecab 100644
--- a/data/jurisdictions/us/states/vt/people/thomas-chittenden.md
+++ b/data/jurisdictions/us/states/vt/people/thomas-chittenden.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Chittenden Southeast"
+represents: "us/states/vt/districts/senate/chittenden-southeast"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Chittenden Southeast (VT State Senate District Chittenden Southeast).
 
+Represents [VT State Senate District Chittenden Southeast](/us/states/vt/districts/senate/chittenden-southeast.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/tiff-bluemle.md b/data/jurisdictions/us/states/vt/people/tiff-bluemle.md
index a9e0e899bd..c536b3f457 100644
--- a/data/jurisdictions/us/states/vt/people/tiff-bluemle.md
+++ b/data/jurisdictions/us/states/vt/people/tiff-bluemle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-13"
+represents: "us/states/vt/districts/house/chittenden-13"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-13 (VT State House of Representatives District Chittenden-13).
 
+Represents [VT State House of Representatives District Chittenden-13](/us/states/vt/districts/house/chittenden-13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/timothy-corcoran.md b/data/jurisdictions/us/states/vt/people/timothy-corcoran.md
index e41825bb8e..53e54da71f 100644
--- a/data/jurisdictions/us/states/vt/people/timothy-corcoran.md
+++ b/data/jurisdictions/us/states/vt/people/timothy-corcoran.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Bennington-2"
+represents: "us/states/vt/districts/house/bennington-2"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Bennington-2 (VT State House of Representatives District Bennington-2).
 
+Represents [VT State House of Representatives District Bennington-2](/us/states/vt/districts/house/bennington-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/todd-nielsen.md b/data/jurisdictions/us/states/vt/people/todd-nielsen.md
index 19aad2c93b..66e6057352 100644
--- a/data/jurisdictions/us/states/vt/people/todd-nielsen.md
+++ b/data/jurisdictions/us/states/vt/people/todd-nielsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-9"
+represents: "us/states/vt/districts/house/rutland-9"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-9 (VT State House of Representatives District Rutland-9).
 
+Represents [VT State House of Representatives District Rutland-9](/us/states/vt/districts/house/rutland-9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/tom-burditt.md b/data/jurisdictions/us/states/vt/people/tom-burditt.md
index 036f10dfc3..5908b6a536 100644
--- a/data/jurisdictions/us/states/vt/people/tom-burditt.md
+++ b/data/jurisdictions/us/states/vt/people/tom-burditt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-2"
+represents: "us/states/vt/districts/house/rutland-2"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-2 (VT State House of Representatives District Rutland-2).
 
+Represents [VT State House of Representatives District Rutland-2](/us/states/vt/districts/house/rutland-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/tom-charlton.md b/data/jurisdictions/us/states/vt/people/tom-charlton.md
index 29251bf59d..0a5fd49158 100644
--- a/data/jurisdictions/us/states/vt/people/tom-charlton.md
+++ b/data/jurisdictions/us/states/vt/people/tom-charlton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-Windham"
+represents: "us/states/vt/districts/house/windsor-windham"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-Windham (VT State House of Representatives District Windsor-Windham).
 
+Represents [VT State House of Representatives District Windsor-Windham](/us/states/vt/districts/house/windsor-windham.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/tom-oliver.md b/data/jurisdictions/us/states/vt/people/tom-oliver.md
index 491855fa5c..11d7312b6f 100644
--- a/data/jurisdictions/us/states/vt/people/tom-oliver.md
+++ b/data/jurisdictions/us/states/vt/people/tom-oliver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-4"
+represents: "us/states/vt/districts/house/franklin-4"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-4 (VT State House of Representatives District Franklin-4).
 
+Represents [VT State House of Representatives District Franklin-4](/us/states/vt/districts/house/franklin-4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/tom-stevens.md b/data/jurisdictions/us/states/vt/people/tom-stevens.md
index 274ef9f55f..e0ef61d5dc 100644
--- a/data/jurisdictions/us/states/vt/people/tom-stevens.md
+++ b/data/jurisdictions/us/states/vt/people/tom-stevens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-Chittenden"
+represents: "us/states/vt/districts/house/washington-chittenden"
 tenure:
   start: "2009-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-Chittenden (VT State House of Representatives District Washington-Chittenden).
 
+Represents [VT State House of Representatives District Washington-Chittenden](/us/states/vt/districts/house/washington-chittenden.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/tony-micklus.md b/data/jurisdictions/us/states/vt/people/tony-micklus.md
index 71d4eacd2d..612afe887d 100644
--- a/data/jurisdictions/us/states/vt/people/tony-micklus.md
+++ b/data/jurisdictions/us/states/vt/people/tony-micklus.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-Franklin"
+represents: "us/states/vt/districts/house/chittenden-franklin"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-Franklin (VT State House of Representatives District Chittenden-Franklin).
 
+Represents [VT State House of Representatives District Chittenden-Franklin](/us/states/vt/districts/house/chittenden-franklin.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/topper-mcfaun.md b/data/jurisdictions/us/states/vt/people/topper-mcfaun.md
index eafee4cc5f..842fc94b15 100644
--- a/data/jurisdictions/us/states/vt/people/topper-mcfaun.md
+++ b/data/jurisdictions/us/states/vt/people/topper-mcfaun.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Washington-Orange"
+represents: "us/states/vt/districts/house/washington-orange"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Washington-Orange (VT State House of Representatives District Washington-Orange).
 
+Represents [VT State House of Representatives District Washington-Orange](/us/states/vt/districts/house/washington-orange.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/trevor-squirrell.md b/data/jurisdictions/us/states/vt/people/trevor-squirrell.md
index 8793ea25ba..a56dc0b9cf 100644
--- a/data/jurisdictions/us/states/vt/people/trevor-squirrell.md
+++ b/data/jurisdictions/us/states/vt/people/trevor-squirrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-3"
+represents: "us/states/vt/districts/house/chittenden-3"
 tenure:
   start: "2017-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-3 (VT State House of Representatives District Chittenden-3).
 
+Represents [VT State House of Representatives District Chittenden-3](/us/states/vt/districts/house/chittenden-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/troy-headrick.md b/data/jurisdictions/us/states/vt/people/troy-headrick.md
index 04c675104d..d5448dd92d 100644
--- a/data/jurisdictions/us/states/vt/people/troy-headrick.md
+++ b/data/jurisdictions/us/states/vt/people/troy-headrick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-15"
+represents: "us/states/vt/districts/house/chittenden-15"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-15 (VT State House of Representatives District Chittenden-15).
 
+Represents [VT State House of Representatives District Chittenden-15](/us/states/vt/districts/house/chittenden-15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/v-l-coffin.md b/data/jurisdictions/us/states/vt/people/v-l-coffin.md
index da64f83700..eb0f5c1600 100644
--- a/data/jurisdictions/us/states/vt/people/v-l-coffin.md
+++ b/data/jurisdictions/us/states/vt/people/v-l-coffin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windsor-2"
+represents: "us/states/vt/districts/house/windsor-2"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windsor-2 (VT State House of Representatives District Windsor-2).
 
+Represents [VT State House of Representatives District Windsor-2](/us/states/vt/districts/house/windsor-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/wayne-laroche.md b/data/jurisdictions/us/states/vt/people/wayne-laroche.md
index c13bad9c6b..ab96025d67 100644
--- a/data/jurisdictions/us/states/vt/people/wayne-laroche.md
+++ b/data/jurisdictions/us/states/vt/people/wayne-laroche.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Franklin-5"
+represents: "us/states/vt/districts/house/franklin-5"
 tenure:
   start: "2022-02-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Franklin-5 (VT State House of Representatives District Franklin-5).
 
+Represents [VT State House of Representatives District Franklin-5](/us/states/vt/districts/house/franklin-5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/wendy-critchlow.md b/data/jurisdictions/us/states/vt/people/wendy-critchlow.md
index e3223d8180..e34083dee8 100644
--- a/data/jurisdictions/us/states/vt/people/wendy-critchlow.md
+++ b/data/jurisdictions/us/states/vt/people/wendy-critchlow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Chittenden-19"
+represents: "us/states/vt/districts/house/chittenden-19"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Chittenden-19 (VT State House of Representatives District Chittenden-19).
 
+Represents [VT State House of Representatives District Chittenden-19](/us/states/vt/districts/house/chittenden-19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/wendy-harrison.md b/data/jurisdictions/us/states/vt/people/wendy-harrison.md
index 1329f9bc0d..8d8a903845 100644
--- a/data/jurisdictions/us/states/vt/people/wendy-harrison.md
+++ b/data/jurisdictions/us/states/vt/people/wendy-harrison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State Senate District Windham"
+represents: "us/states/vt/districts/senate/windham"
 tenure:
   start: "2023-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT Senate District Windham (VT State Senate District Windham).
 
+Represents [VT State Senate District Windham](/us/states/vt/districts/senate/windham.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/will-greer.md b/data/jurisdictions/us/states/vt/people/will-greer.md
index 81a59bba4f..c465ed2341 100644
--- a/data/jurisdictions/us/states/vt/people/will-greer.md
+++ b/data/jurisdictions/us/states/vt/people/will-greer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Bennington-2"
+represents: "us/states/vt/districts/house/bennington-2"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Bennington-2 (VT State House of Representatives District Bennington-2).
 
+Represents [VT State House of Representatives District Bennington-2](/us/states/vt/districts/house/bennington-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/woody-page.md b/data/jurisdictions/us/states/vt/people/woody-page.md
index 82ad2af813..0ffd07b6ee 100644
--- a/data/jurisdictions/us/states/vt/people/woody-page.md
+++ b/data/jurisdictions/us/states/vt/people/woody-page.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Orleans-2"
+represents: "us/states/vt/districts/house/orleans-2"
 tenure:
   start: "2019-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Orleans-2 (VT State House of Representatives District Orleans-2).
 
+Represents [VT State House of Representatives District Orleans-2](/us/states/vt/districts/house/orleans-2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/zak-harvey.md b/data/jurisdictions/us/states/vt/people/zak-harvey.md
index a5a934054b..c11313f460 100644
--- a/data/jurisdictions/us/states/vt/people/zak-harvey.md
+++ b/data/jurisdictions/us/states/vt/people/zak-harvey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Rutland-3"
+represents: "us/states/vt/districts/house/rutland-3"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Rutland-3 (VT State House of Representatives District Rutland-3).
 
+Represents [VT State House of Representatives District Rutland-3](/us/states/vt/districts/house/rutland-3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/vt/people/zon-eastes.md b/data/jurisdictions/us/states/vt/people/zon-eastes.md
index bcf5214b64..c43c6735e0 100644
--- a/data/jurisdictions/us/states/vt/people/zon-eastes.md
+++ b/data/jurisdictions/us/states/vt/people/zon-eastes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "VT"
 district: "VT State House of Representatives District Windham-1"
+represents: "us/states/vt/districts/house/windham-1"
 tenure:
   start: "2025-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current VT House District Windham-1 (VT State House of Representatives District Windham-1).
 
+Represents [VT State House of Representatives District Windham-1](/us/states/vt/districts/house/windham-1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/counties/adams/index.md b/data/jurisdictions/us/states/wa/counties/adams/index.md
index 454200d884..629652f33a 100644
--- a/data/jurisdictions/us/states/wa/counties/adams/index.md
+++ b/data/jurisdictions/us/states/wa/counties/adams/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 483
   hispanic: 13423
   bachelors_plus: 2398
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9293
+  - to: "us/states/wa/districts/04"
+    rel: in-district
+    area_weight: 0.0707
+  - to: "us/states/wa/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9318
+  - to: "us/states/wa/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0681
+  - to: "us/states/wa/districts/house/9"
+    rel: in-district
+    area_weight: 0.9318
+  - to: "us/states/wa/districts/house/13"
+    rel: in-district
+    area_weight: 0.0681
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 13423 |
 | Bachelor's or higher | 2398 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 93% (congressional)
+- [WA-04](/us/states/wa/districts/04.md) — 7% (congressional)
+- [WA Senate District 9](/us/states/wa/districts/senate/9.md) — 93% (state senate)
+- [WA Senate District 13](/us/states/wa/districts/senate/13.md) — 7% (state senate)
+- [WA House District 9](/us/states/wa/districts/house/9.md) — 93% (state house)
+- [WA House District 13](/us/states/wa/districts/house/13.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/asotin/index.md b/data/jurisdictions/us/states/wa/counties/asotin/index.md
index 66d3a7c84f..b121adf4be 100644
--- a/data/jurisdictions/us/states/wa/counties/asotin/index.md
+++ b/data/jurisdictions/us/states/wa/counties/asotin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 254
   hispanic: 1028
   bachelors_plus: 5617
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/wa/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wa/districts/house/9"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1028 |
 | Bachelor's or higher | 5617 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 100% (congressional)
+- [WA Senate District 9](/us/states/wa/districts/senate/9.md) — 100% (state senate)
+- [WA House District 9](/us/states/wa/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/benton/index.md b/data/jurisdictions/us/states/wa/counties/benton/index.md
index cbfb42c185..5233127d49 100644
--- a/data/jurisdictions/us/states/wa/counties/benton/index.md
+++ b/data/jurisdictions/us/states/wa/counties/benton/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 2237
   hispanic: 54546
   bachelors_plus: 64110
+districts:
+  - to: "us/states/wa/districts/04"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/wa/districts/senate/16"
+    rel: in-district
+    area_weight: 0.3543
+  - to: "us/states/wa/districts/senate/8"
+    rel: in-district
+    area_weight: 0.2886
+  - to: "us/states/wa/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2461
+  - to: "us/states/wa/districts/senate/15"
+    rel: in-district
+    area_weight: 0.111
+  - to: "us/states/wa/districts/house/16"
+    rel: in-district
+    area_weight: 0.3543
+  - to: "us/states/wa/districts/house/8"
+    rel: in-district
+    area_weight: 0.2886
+  - to: "us/states/wa/districts/house/14"
+    rel: in-district
+    area_weight: 0.2461
+  - to: "us/states/wa/districts/house/15"
+    rel: in-district
+    area_weight: 0.111
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 54546 |
 | Bachelor's or higher | 64110 |
 
+## Districts
+
+- [WA-04](/us/states/wa/districts/04.md) — 100% (congressional)
+- [WA Senate District 16](/us/states/wa/districts/senate/16.md) — 35% (state senate)
+- [WA Senate District 8](/us/states/wa/districts/senate/8.md) — 29% (state senate)
+- [WA Senate District 14](/us/states/wa/districts/senate/14.md) — 25% (state senate)
+- [WA Senate District 15](/us/states/wa/districts/senate/15.md) — 11% (state senate)
+- [WA House District 16](/us/states/wa/districts/house/16.md) — 35% (state house)
+- [WA House District 8](/us/states/wa/districts/house/8.md) — 29% (state house)
+- [WA House District 14](/us/states/wa/districts/house/14.md) — 25% (state house)
+- [WA House District 15](/us/states/wa/districts/house/15.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/chelan/index.md b/data/jurisdictions/us/states/wa/counties/chelan/index.md
index cc28236dac..d76a1519f0 100644
--- a/data/jurisdictions/us/states/wa/counties/chelan/index.md
+++ b/data/jurisdictions/us/states/wa/counties/chelan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 887
   hispanic: 23247
   bachelors_plus: 23640
+districts:
+  - to: "us/states/wa/districts/08"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/wa/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/wa/districts/house/12"
+    rel: in-district
+    area_weight: 0.9985
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 23247 |
 | Bachelor's or higher | 23640 |
 
+## Districts
+
+- [WA-08](/us/states/wa/districts/08.md) — 100% (congressional)
+- [WA Senate District 12](/us/states/wa/districts/senate/12.md) — 100% (state senate)
+- [WA House District 12](/us/states/wa/districts/house/12.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/clallam/index.md b/data/jurisdictions/us/states/wa/counties/clallam/index.md
index 5eca442ce0..793b8e5d6b 100644
--- a/data/jurisdictions/us/states/wa/counties/clallam/index.md
+++ b/data/jurisdictions/us/states/wa/counties/clallam/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2743
   hispanic: 5273
   bachelors_plus: 26850
+districts:
+  - to: "us/states/wa/districts/06"
+    rel: in-district
+    area_weight: 0.663
+  - to: "us/states/wa/districts/senate/24"
+    rel: in-district
+    area_weight: 0.6616
+  - to: "us/states/wa/districts/house/24"
+    rel: in-district
+    area_weight: 0.6616
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 5273 |
 | Bachelor's or higher | 26850 |
 
+## Districts
+
+- [WA-06](/us/states/wa/districts/06.md) — 66% (congressional)
+- [WA Senate District 24](/us/states/wa/districts/senate/24.md) — 66% (state senate)
+- [WA House District 24](/us/states/wa/districts/house/24.md) — 66% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/clark/index.md b/data/jurisdictions/us/states/wa/counties/clark/index.md
index 97ad7472b9..29b5b0f495 100644
--- a/data/jurisdictions/us/states/wa/counties/clark/index.md
+++ b/data/jurisdictions/us/states/wa/counties/clark/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 3943
   hispanic: 63672
   bachelors_plus: 163945
+districts:
+  - to: "us/states/wa/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/senate/20"
+    rel: in-district
+    area_weight: 0.5732
+  - to: "us/states/wa/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2155
+  - to: "us/states/wa/districts/senate/18"
+    rel: in-district
+    area_weight: 0.125
+  - to: "us/states/wa/districts/senate/49"
+    rel: in-district
+    area_weight: 0.0862
+  - to: "us/states/wa/districts/house/20"
+    rel: in-district
+    area_weight: 0.5732
+  - to: "us/states/wa/districts/house/17"
+    rel: in-district
+    area_weight: 0.2155
+  - to: "us/states/wa/districts/house/18"
+    rel: in-district
+    area_weight: 0.125
+  - to: "us/states/wa/districts/house/49"
+    rel: in-district
+    area_weight: 0.0862
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 63672 |
 | Bachelor's or higher | 163945 |
 
+## Districts
+
+- [WA-03](/us/states/wa/districts/03.md) — 100% (congressional)
+- [WA Senate District 20](/us/states/wa/districts/senate/20.md) — 57% (state senate)
+- [WA Senate District 17](/us/states/wa/districts/senate/17.md) — 22% (state senate)
+- [WA Senate District 18](/us/states/wa/districts/senate/18.md) — 12% (state senate)
+- [WA Senate District 49](/us/states/wa/districts/senate/49.md) — 9% (state senate)
+- [WA House District 20](/us/states/wa/districts/house/20.md) — 57% (state house)
+- [WA House District 17](/us/states/wa/districts/house/17.md) — 22% (state house)
+- [WA House District 18](/us/states/wa/districts/house/18.md) — 12% (state house)
+- [WA House District 49](/us/states/wa/districts/house/49.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/columbia/index.md b/data/jurisdictions/us/states/wa/counties/columbia/index.md
index 6b83485469..112b424b35 100644
--- a/data/jurisdictions/us/states/wa/counties/columbia/index.md
+++ b/data/jurisdictions/us/states/wa/counties/columbia/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 335
   bachelors_plus: 1065
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wa/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wa/districts/house/9"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 335 |
 | Bachelor's or higher | 1065 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 100% (congressional)
+- [WA Senate District 9](/us/states/wa/districts/senate/9.md) — 100% (state senate)
+- [WA House District 9](/us/states/wa/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/cowlitz/index.md b/data/jurisdictions/us/states/wa/counties/cowlitz/index.md
index cdbc91d57f..62d77e82ad 100644
--- a/data/jurisdictions/us/states/wa/counties/cowlitz/index.md
+++ b/data/jurisdictions/us/states/wa/counties/cowlitz/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1452
   hispanic: 11775
   bachelors_plus: 18416
+districts:
+  - to: "us/states/wa/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/senate/20"
+    rel: in-district
+    area_weight: 0.7785
+  - to: "us/states/wa/districts/senate/19"
+    rel: in-district
+    area_weight: 0.2213
+  - to: "us/states/wa/districts/house/20"
+    rel: in-district
+    area_weight: 0.7785
+  - to: "us/states/wa/districts/house/19"
+    rel: in-district
+    area_weight: 0.2213
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 11775 |
 | Bachelor's or higher | 18416 |
 
+## Districts
+
+- [WA-03](/us/states/wa/districts/03.md) — 100% (congressional)
+- [WA Senate District 20](/us/states/wa/districts/senate/20.md) — 78% (state senate)
+- [WA Senate District 19](/us/states/wa/districts/senate/19.md) — 22% (state senate)
+- [WA House District 20](/us/states/wa/districts/house/20.md) — 78% (state house)
+- [WA House District 19](/us/states/wa/districts/house/19.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/douglas/index.md b/data/jurisdictions/us/states/wa/counties/douglas/index.md
index 577b23de26..10a41efd03 100644
--- a/data/jurisdictions/us/states/wa/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/wa/counties/douglas/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 501
   hispanic: 15729
   bachelors_plus: 8251
+districts:
+  - to: "us/states/wa/districts/04"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/wa/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9214
+  - to: "us/states/wa/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0786
+  - to: "us/states/wa/districts/house/7"
+    rel: in-district
+    area_weight: 0.9214
+  - to: "us/states/wa/districts/house/13"
+    rel: in-district
+    area_weight: 0.0786
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 15729 |
 | Bachelor's or higher | 8251 |
 
+## Districts
+
+- [WA-04](/us/states/wa/districts/04.md) — 100% (congressional)
+- [WA Senate District 7](/us/states/wa/districts/senate/7.md) — 92% (state senate)
+- [WA Senate District 13](/us/states/wa/districts/senate/13.md) — 8% (state senate)
+- [WA House District 7](/us/states/wa/districts/house/7.md) — 92% (state house)
+- [WA House District 13](/us/states/wa/districts/house/13.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/ferry/index.md b/data/jurisdictions/us/states/wa/counties/ferry/index.md
index 4aafbb6f6b..ba471b82c8 100644
--- a/data/jurisdictions/us/states/wa/counties/ferry/index.md
+++ b/data/jurisdictions/us/states/wa/counties/ferry/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 997
   hispanic: 269
   bachelors_plus: 1213
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wa/districts/senate/7"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wa/districts/house/7"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 269 |
 | Bachelor's or higher | 1213 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 100% (congressional)
+- [WA Senate District 7](/us/states/wa/districts/senate/7.md) — 100% (state senate)
+- [WA House District 7](/us/states/wa/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/franklin/index.md b/data/jurisdictions/us/states/wa/counties/franklin/index.md
index 1f4b0606d5..a5e9020223 100644
--- a/data/jurisdictions/us/states/wa/counties/franklin/index.md
+++ b/data/jurisdictions/us/states/wa/counties/franklin/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 1342
   hispanic: 54664
   bachelors_plus: 16765
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.8986
+  - to: "us/states/wa/districts/04"
+    rel: in-district
+    area_weight: 0.1014
+  - to: "us/states/wa/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9825
+  - to: "us/states/wa/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/wa/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0079
+  - to: "us/states/wa/districts/house/16"
+    rel: in-district
+    area_weight: 0.9825
+  - to: "us/states/wa/districts/house/14"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/wa/districts/house/8"
+    rel: in-district
+    area_weight: 0.0079
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 54664 |
 | Bachelor's or higher | 16765 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 90% (congressional)
+- [WA-04](/us/states/wa/districts/04.md) — 10% (congressional)
+- [WA Senate District 16](/us/states/wa/districts/senate/16.md) — 98% (state senate)
+- [WA Senate District 14](/us/states/wa/districts/senate/14.md) — 1% (state senate)
+- [WA Senate District 8](/us/states/wa/districts/senate/8.md) — 1% (state senate)
+- [WA House District 16](/us/states/wa/districts/house/16.md) — 98% (state house)
+- [WA House District 14](/us/states/wa/districts/house/14.md) — 1% (state house)
+- [WA House District 8](/us/states/wa/districts/house/8.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/garfield/index.md b/data/jurisdictions/us/states/wa/counties/garfield/index.md
index eaf3146d4a..4ba3915f76 100644
--- a/data/jurisdictions/us/states/wa/counties/garfield/index.md
+++ b/data/jurisdictions/us/states/wa/counties/garfield/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1
   hispanic: 117
   bachelors_plus: 766
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/house/9"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 117 |
 | Bachelor's or higher | 766 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 100% (congressional)
+- [WA Senate District 9](/us/states/wa/districts/senate/9.md) — 100% (state senate)
+- [WA House District 9](/us/states/wa/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/grant/index.md b/data/jurisdictions/us/states/wa/counties/grant/index.md
index a4bef2191e..605df833fd 100644
--- a/data/jurisdictions/us/states/wa/counties/grant/index.md
+++ b/data/jurisdictions/us/states/wa/counties/grant/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1589
   hispanic: 44645
   bachelors_plus: 15153
+districts:
+  - to: "us/states/wa/districts/04"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wa/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9213
+  - to: "us/states/wa/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0787
+  - to: "us/states/wa/districts/house/13"
+    rel: in-district
+    area_weight: 0.9213
+  - to: "us/states/wa/districts/house/16"
+    rel: in-district
+    area_weight: 0.0787
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 5 officeholders mapped.
 | Hispanic/Latino | 44645 |
 | Bachelor's or higher | 15153 |
 
+## Districts
+
+- [WA-04](/us/states/wa/districts/04.md) — 100% (congressional)
+- [WA Senate District 13](/us/states/wa/districts/senate/13.md) — 92% (state senate)
+- [WA Senate District 16](/us/states/wa/districts/senate/16.md) — 8% (state senate)
+- [WA House District 13](/us/states/wa/districts/house/13.md) — 92% (state house)
+- [WA House District 16](/us/states/wa/districts/house/16.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/grays-harbor/index.md b/data/jurisdictions/us/states/wa/counties/grays-harbor/index.md
index c63af630c1..0e369c3529 100644
--- a/data/jurisdictions/us/states/wa/counties/grays-harbor/index.md
+++ b/data/jurisdictions/us/states/wa/counties/grays-harbor/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3240
   hispanic: 8617
   bachelors_plus: 13656
+districts:
+  - to: "us/states/wa/districts/06"
+    rel: in-district
+    area_weight: 0.8706
+  - to: "us/states/wa/districts/senate/24"
+    rel: in-district
+    area_weight: 0.613
+  - to: "us/states/wa/districts/senate/19"
+    rel: in-district
+    area_weight: 0.2575
+  - to: "us/states/wa/districts/house/24"
+    rel: in-district
+    area_weight: 0.613
+  - to: "us/states/wa/districts/house/19"
+    rel: in-district
+    area_weight: 0.2575
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 8617 |
 | Bachelor's or higher | 13656 |
 
+## Districts
+
+- [WA-06](/us/states/wa/districts/06.md) — 87% (congressional)
+- [WA Senate District 24](/us/states/wa/districts/senate/24.md) — 61% (state senate)
+- [WA Senate District 19](/us/states/wa/districts/senate/19.md) — 26% (state senate)
+- [WA House District 24](/us/states/wa/districts/house/24.md) — 61% (state house)
+- [WA House District 19](/us/states/wa/districts/house/19.md) — 26% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/island/index.md b/data/jurisdictions/us/states/wa/counties/island/index.md
index 1b2867b53b..72923b00d3 100644
--- a/data/jurisdictions/us/states/wa/counties/island/index.md
+++ b/data/jurisdictions/us/states/wa/counties/island/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 874
   hispanic: 7582
   bachelors_plus: 32984
+districts:
+  - to: "us/states/wa/districts/02"
+    rel: in-district
+    area_weight: 0.4111
+  - to: "us/states/wa/districts/senate/10"
+    rel: in-district
+    area_weight: 0.41
+  - to: "us/states/wa/districts/house/10"
+    rel: in-district
+    area_weight: 0.41
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7582 |
 | Bachelor's or higher | 32984 |
 
+## Districts
+
+- [WA-02](/us/states/wa/districts/02.md) — 41% (congressional)
+- [WA Senate District 10](/us/states/wa/districts/senate/10.md) — 41% (state senate)
+- [WA House District 10](/us/states/wa/districts/house/10.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/jefferson/index.md b/data/jurisdictions/us/states/wa/counties/jefferson/index.md
index a12d5adc52..1cd1a54898 100644
--- a/data/jurisdictions/us/states/wa/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/wa/counties/jefferson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 357
   hispanic: 1480
   bachelors_plus: 18142
+districts:
+  - to: "us/states/wa/districts/06"
+    rel: in-district
+    area_weight: 0.8358
+  - to: "us/states/wa/districts/senate/24"
+    rel: in-district
+    area_weight: 0.8341
+  - to: "us/states/wa/districts/house/24"
+    rel: in-district
+    area_weight: 0.8341
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1480 |
 | Bachelor's or higher | 18142 |
 
+## Districts
+
+- [WA-06](/us/states/wa/districts/06.md) — 84% (congressional)
+- [WA Senate District 24](/us/states/wa/districts/senate/24.md) — 83% (state senate)
+- [WA House District 24](/us/states/wa/districts/house/24.md) — 83% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/king/index.md b/data/jurisdictions/us/states/wa/counties/king/index.md
index 14aff97465..0777ba3e7a 100644
--- a/data/jurisdictions/us/states/wa/counties/king/index.md
+++ b/data/jurisdictions/us/states/wa/counties/king/index.md
@@ -22,9 +22,126 @@ demographics:
   race_native: 14675
   hispanic: 251983
   bachelors_plus: 1340944
+districts:
+  - to: "us/states/wa/districts/08"
+    rel: in-district
+    area_weight: 0.7608
+  - to: "us/states/wa/districts/09"
+    rel: in-district
+    area_weight: 0.0867
+  - to: "us/states/wa/districts/07"
+    rel: in-district
+    area_weight: 0.0661
+  - to: "us/states/wa/districts/01"
+    rel: in-district
+    area_weight: 0.0375
+  - to: "us/states/wa/districts/senate/12"
+    rel: in-district
+    area_weight: 0.3468
+  - to: "us/states/wa/districts/senate/5"
+    rel: in-district
+    area_weight: 0.3336
+  - to: "us/states/wa/districts/senate/45"
+    rel: in-district
+    area_weight: 0.0451
+  - to: "us/states/wa/districts/senate/34"
+    rel: in-district
+    area_weight: 0.0291
+  - to: "us/states/wa/districts/senate/47"
+    rel: in-district
+    area_weight: 0.0279
+  - to: "us/states/wa/districts/senate/41"
+    rel: in-district
+    area_weight: 0.026
+  - to: "us/states/wa/districts/senate/33"
+    rel: in-district
+    area_weight: 0.02
+  - to: "us/states/wa/districts/senate/11"
+    rel: in-district
+    area_weight: 0.018
+  - to: "us/states/wa/districts/senate/48"
+    rel: in-district
+    area_weight: 0.0175
+  - to: "us/states/wa/districts/senate/30"
+    rel: in-district
+    area_weight: 0.017
+  - to: "us/states/wa/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0154
+  - to: "us/states/wa/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0133
+  - to: "us/states/wa/districts/senate/37"
+    rel: in-district
+    area_weight: 0.0106
+  - to: "us/states/wa/districts/senate/46"
+    rel: in-district
+    area_weight: 0.0094
+  - to: "us/states/wa/districts/senate/36"
+    rel: in-district
+    area_weight: 0.0074
+  - to: "us/states/wa/districts/senate/43"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/wa/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0062
+  - to: "us/states/wa/districts/house/12"
+    rel: in-district
+    area_weight: 0.3468
+  - to: "us/states/wa/districts/house/5"
+    rel: in-district
+    area_weight: 0.3336
+  - to: "us/states/wa/districts/house/45"
+    rel: in-district
+    area_weight: 0.0451
+  - to: "us/states/wa/districts/house/34"
+    rel: in-district
+    area_weight: 0.0291
+  - to: "us/states/wa/districts/house/47"
+    rel: in-district
+    area_weight: 0.0279
+  - to: "us/states/wa/districts/house/41"
+    rel: in-district
+    area_weight: 0.026
+  - to: "us/states/wa/districts/house/33"
+    rel: in-district
+    area_weight: 0.02
+  - to: "us/states/wa/districts/house/11"
+    rel: in-district
+    area_weight: 0.018
+  - to: "us/states/wa/districts/house/48"
+    rel: in-district
+    area_weight: 0.0175
+  - to: "us/states/wa/districts/house/30"
+    rel: in-district
+    area_weight: 0.017
+  - to: "us/states/wa/districts/house/31"
+    rel: in-district
+    area_weight: 0.0154
+  - to: "us/states/wa/districts/house/1"
+    rel: in-district
+    area_weight: 0.0133
+  - to: "us/states/wa/districts/house/37"
+    rel: in-district
+    area_weight: 0.0106
+  - to: "us/states/wa/districts/house/46"
+    rel: in-district
+    area_weight: 0.0094
+  - to: "us/states/wa/districts/house/36"
+    rel: in-district
+    area_weight: 0.0074
+  - to: "us/states/wa/districts/house/43"
+    rel: in-district
+    area_weight: 0.0064
+  - to: "us/states/wa/districts/house/32"
+    rel: in-district
+    area_weight: 0.0062
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +173,48 @@ County jurisdiction — 25 officeholders mapped.
 | Hispanic/Latino | 251983 |
 | Bachelor's or higher | 1340944 |
 
+## Districts
+
+- [WA-08](/us/states/wa/districts/08.md) — 76% (congressional)
+- [WA-09](/us/states/wa/districts/09.md) — 9% (congressional)
+- [WA-07](/us/states/wa/districts/07.md) — 7% (congressional)
+- [WA-01](/us/states/wa/districts/01.md) — 4% (congressional)
+- [WA Senate District 12](/us/states/wa/districts/senate/12.md) — 35% (state senate)
+- [WA Senate District 5](/us/states/wa/districts/senate/5.md) — 33% (state senate)
+- [WA Senate District 45](/us/states/wa/districts/senate/45.md) — 5% (state senate)
+- [WA Senate District 34](/us/states/wa/districts/senate/34.md) — 3% (state senate)
+- [WA Senate District 47](/us/states/wa/districts/senate/47.md) — 3% (state senate)
+- [WA Senate District 41](/us/states/wa/districts/senate/41.md) — 3% (state senate)
+- [WA Senate District 33](/us/states/wa/districts/senate/33.md) — 2% (state senate)
+- [WA Senate District 11](/us/states/wa/districts/senate/11.md) — 2% (state senate)
+- [WA Senate District 48](/us/states/wa/districts/senate/48.md) — 2% (state senate)
+- [WA Senate District 30](/us/states/wa/districts/senate/30.md) — 2% (state senate)
+- [WA Senate District 31](/us/states/wa/districts/senate/31.md) — 2% (state senate)
+- [WA Senate District 1](/us/states/wa/districts/senate/1.md) — 1% (state senate)
+- [WA Senate District 37](/us/states/wa/districts/senate/37.md) — 1% (state senate)
+- [WA Senate District 46](/us/states/wa/districts/senate/46.md) — 1% (state senate)
+- [WA Senate District 36](/us/states/wa/districts/senate/36.md) — 1% (state senate)
+- [WA Senate District 43](/us/states/wa/districts/senate/43.md) — 1% (state senate)
+- [WA Senate District 32](/us/states/wa/districts/senate/32.md) — 1% (state senate)
+- [WA House District 12](/us/states/wa/districts/house/12.md) — 35% (state house)
+- [WA House District 5](/us/states/wa/districts/house/5.md) — 33% (state house)
+- [WA House District 45](/us/states/wa/districts/house/45.md) — 5% (state house)
+- [WA House District 34](/us/states/wa/districts/house/34.md) — 3% (state house)
+- [WA House District 47](/us/states/wa/districts/house/47.md) — 3% (state house)
+- [WA House District 41](/us/states/wa/districts/house/41.md) — 3% (state house)
+- [WA House District 33](/us/states/wa/districts/house/33.md) — 2% (state house)
+- [WA House District 11](/us/states/wa/districts/house/11.md) — 2% (state house)
+- [WA House District 48](/us/states/wa/districts/house/48.md) — 2% (state house)
+- [WA House District 30](/us/states/wa/districts/house/30.md) — 2% (state house)
+- [WA House District 31](/us/states/wa/districts/house/31.md) — 2% (state house)
+- [WA House District 1](/us/states/wa/districts/house/1.md) — 1% (state house)
+- [WA House District 37](/us/states/wa/districts/house/37.md) — 1% (state house)
+- [WA House District 46](/us/states/wa/districts/house/46.md) — 1% (state house)
+- [WA House District 36](/us/states/wa/districts/house/36.md) — 1% (state house)
+- [WA House District 43](/us/states/wa/districts/house/43.md) — 1% (state house)
+- [WA House District 32](/us/states/wa/districts/house/32.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/kitsap/index.md b/data/jurisdictions/us/states/wa/counties/kitsap/index.md
index 04387e8022..dda8708df2 100644
--- a/data/jurisdictions/us/states/wa/counties/kitsap/index.md
+++ b/data/jurisdictions/us/states/wa/counties/kitsap/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 2796
   hispanic: 26018
   bachelors_plus: 103110
+districts:
+  - to: "us/states/wa/districts/06"
+    rel: in-district
+    area_weight: 0.7779
+  - to: "us/states/wa/districts/senate/23"
+    rel: in-district
+    area_weight: 0.3117
+  - to: "us/states/wa/districts/senate/35"
+    rel: in-district
+    area_weight: 0.2279
+  - to: "us/states/wa/districts/senate/26"
+    rel: in-district
+    area_weight: 0.1854
+  - to: "us/states/wa/districts/house/23"
+    rel: in-district
+    area_weight: 0.3117
+  - to: "us/states/wa/districts/house/35"
+    rel: in-district
+    area_weight: 0.2279
+  - to: "us/states/wa/districts/house/26"
+    rel: in-district
+    area_weight: 0.1854
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 26018 |
 | Bachelor's or higher | 103110 |
 
+## Districts
+
+- [WA-06](/us/states/wa/districts/06.md) — 78% (congressional)
+- [WA Senate District 23](/us/states/wa/districts/senate/23.md) — 31% (state senate)
+- [WA Senate District 35](/us/states/wa/districts/senate/35.md) — 23% (state senate)
+- [WA Senate District 26](/us/states/wa/districts/senate/26.md) — 19% (state senate)
+- [WA House District 23](/us/states/wa/districts/house/23.md) — 31% (state house)
+- [WA House District 35](/us/states/wa/districts/house/35.md) — 23% (state house)
+- [WA House District 26](/us/states/wa/districts/house/26.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/kittitas/index.md b/data/jurisdictions/us/states/wa/counties/kittitas/index.md
index cfa960b4c8..a695ad6026 100644
--- a/data/jurisdictions/us/states/wa/counties/kittitas/index.md
+++ b/data/jurisdictions/us/states/wa/counties/kittitas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 237
   hispanic: 4974
   bachelors_plus: 15196
+districts:
+  - to: "us/states/wa/districts/08"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/wa/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/wa/districts/house/13"
+    rel: in-district
+    area_weight: 0.9994
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 4974 |
 | Bachelor's or higher | 15196 |
 
+## Districts
+
+- [WA-08](/us/states/wa/districts/08.md) — 100% (congressional)
+- [WA Senate District 13](/us/states/wa/districts/senate/13.md) — 100% (state senate)
+- [WA House District 13](/us/states/wa/districts/house/13.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/klickitat/index.md b/data/jurisdictions/us/states/wa/counties/klickitat/index.md
index 162b301155..b6b5c819c8 100644
--- a/data/jurisdictions/us/states/wa/counties/klickitat/index.md
+++ b/data/jurisdictions/us/states/wa/counties/klickitat/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 331
   hispanic: 3089
   bachelors_plus: 7995
+districts:
+  - to: "us/states/wa/districts/04"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wa/districts/senate/14"
+    rel: in-district
+    area_weight: 0.671
+  - to: "us/states/wa/districts/senate/17"
+    rel: in-district
+    area_weight: 0.3289
+  - to: "us/states/wa/districts/house/14"
+    rel: in-district
+    area_weight: 0.671
+  - to: "us/states/wa/districts/house/17"
+    rel: in-district
+    area_weight: 0.3289
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3089 |
 | Bachelor's or higher | 7995 |
 
+## Districts
+
+- [WA-04](/us/states/wa/districts/04.md) — 100% (congressional)
+- [WA Senate District 14](/us/states/wa/districts/senate/14.md) — 67% (state senate)
+- [WA Senate District 17](/us/states/wa/districts/senate/17.md) — 33% (state senate)
+- [WA House District 14](/us/states/wa/districts/house/14.md) — 67% (state house)
+- [WA House District 17](/us/states/wa/districts/house/17.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/lewis/index.md b/data/jurisdictions/us/states/wa/counties/lewis/index.md
index c09ea1e2cd..fc76dcdec3 100644
--- a/data/jurisdictions/us/states/wa/counties/lewis/index.md
+++ b/data/jurisdictions/us/states/wa/counties/lewis/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 1203
   hispanic: 9810
   bachelors_plus: 17522
+districts:
+  - to: "us/states/wa/districts/03"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/wa/districts/senate/20"
+    rel: in-district
+    area_weight: 0.7693
+  - to: "us/states/wa/districts/senate/19"
+    rel: in-district
+    area_weight: 0.2305
+  - to: "us/states/wa/districts/house/20"
+    rel: in-district
+    area_weight: 0.7693
+  - to: "us/states/wa/districts/house/19"
+    rel: in-district
+    area_weight: 0.2305
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 9810 |
 | Bachelor's or higher | 17522 |
 
+## Districts
+
+- [WA-03](/us/states/wa/districts/03.md) — 100% (congressional)
+- [WA Senate District 20](/us/states/wa/districts/senate/20.md) — 77% (state senate)
+- [WA Senate District 19](/us/states/wa/districts/senate/19.md) — 23% (state senate)
+- [WA House District 20](/us/states/wa/districts/house/20.md) — 77% (state house)
+- [WA House District 19](/us/states/wa/districts/house/19.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/lincoln/index.md b/data/jurisdictions/us/states/wa/counties/lincoln/index.md
index c7d941bb86..33800d9371 100644
--- a/data/jurisdictions/us/states/wa/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/wa/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 218
   hispanic: 477
   bachelors_plus: 2630
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wa/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/house/9"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 477 |
 | Bachelor's or higher | 2630 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 100% (congressional)
+- [WA Senate District 9](/us/states/wa/districts/senate/9.md) — 100% (state senate)
+- [WA House District 9](/us/states/wa/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/mason/index.md b/data/jurisdictions/us/states/wa/counties/mason/index.md
index 8e0b52bedd..68a5a3c597 100644
--- a/data/jurisdictions/us/states/wa/counties/mason/index.md
+++ b/data/jurisdictions/us/states/wa/counties/mason/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1578
   hispanic: 8685
   bachelors_plus: 14853
+districts:
+  - to: "us/states/wa/districts/06"
+    rel: in-district
+    area_weight: 0.953
+  - to: "us/states/wa/districts/senate/35"
+    rel: in-district
+    area_weight: 0.9496
+  - to: "us/states/wa/districts/house/35"
+    rel: in-district
+    area_weight: 0.9496
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 8685 |
 | Bachelor's or higher | 14853 |
 
+## Districts
+
+- [WA-06](/us/states/wa/districts/06.md) — 95% (congressional)
+- [WA Senate District 35](/us/states/wa/districts/senate/35.md) — 95% (state senate)
+- [WA House District 35](/us/states/wa/districts/house/35.md) — 95% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/okanogan/index.md b/data/jurisdictions/us/states/wa/counties/okanogan/index.md
index c93ab3a319..476eb7b41d 100644
--- a/data/jurisdictions/us/states/wa/counties/okanogan/index.md
+++ b/data/jurisdictions/us/states/wa/counties/okanogan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3847
   hispanic: 9128
   bachelors_plus: 10737
+districts:
+  - to: "us/states/wa/districts/04"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/wa/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/house/7"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 6 officeholders mapped.
 | Hispanic/Latino | 9128 |
 | Bachelor's or higher | 10737 |
 
+## Districts
+
+- [WA-04](/us/states/wa/districts/04.md) — 100% (congressional)
+- [WA Senate District 7](/us/states/wa/districts/senate/7.md) — 100% (state senate)
+- [WA House District 7](/us/states/wa/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/pacific/index.md b/data/jurisdictions/us/states/wa/counties/pacific/index.md
index dba804c75a..8b926fb381 100644
--- a/data/jurisdictions/us/states/wa/counties/pacific/index.md
+++ b/data/jurisdictions/us/states/wa/counties/pacific/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 467
   hispanic: 2378
   bachelors_plus: 6266
+districts:
+  - to: "us/states/wa/districts/03"
+    rel: in-district
+    area_weight: 0.7697
+  - to: "us/states/wa/districts/senate/19"
+    rel: in-district
+    area_weight: 0.7692
+  - to: "us/states/wa/districts/house/19"
+    rel: in-district
+    area_weight: 0.7692
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2378 |
 | Bachelor's or higher | 6266 |
 
+## Districts
+
+- [WA-03](/us/states/wa/districts/03.md) — 77% (congressional)
+- [WA Senate District 19](/us/states/wa/districts/senate/19.md) — 77% (state senate)
+- [WA House District 19](/us/states/wa/districts/house/19.md) — 77% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/pend-oreille/index.md b/data/jurisdictions/us/states/wa/counties/pend-oreille/index.md
index deee513460..4584b1a310 100644
--- a/data/jurisdictions/us/states/wa/counties/pend-oreille/index.md
+++ b/data/jurisdictions/us/states/wa/counties/pend-oreille/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 299
   hispanic: 565
   bachelors_plus: 2980
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/house/7"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 565 |
 | Bachelor's or higher | 2980 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 100% (congressional)
+- [WA Senate District 7](/us/states/wa/districts/senate/7.md) — 100% (state senate)
+- [WA House District 7](/us/states/wa/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/pierce/index.md b/data/jurisdictions/us/states/wa/counties/pierce/index.md
index 65b3b1015d..877377b199 100644
--- a/data/jurisdictions/us/states/wa/counties/pierce/index.md
+++ b/data/jurisdictions/us/states/wa/counties/pierce/index.md
@@ -22,9 +22,63 @@ demographics:
   race_native: 9941
   hispanic: 119500
   bachelors_plus: 268021
+districts:
+  - to: "us/states/wa/districts/08"
+    rel: in-district
+    area_weight: 0.6946
+  - to: "us/states/wa/districts/10"
+    rel: in-district
+    area_weight: 0.1554
+  - to: "us/states/wa/districts/06"
+    rel: in-district
+    area_weight: 0.1009
+  - to: "us/states/wa/districts/senate/2"
+    rel: in-district
+    area_weight: 0.4119
+  - to: "us/states/wa/districts/senate/31"
+    rel: in-district
+    area_weight: 0.293
+  - to: "us/states/wa/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0902
+  - to: "us/states/wa/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0636
+  - to: "us/states/wa/districts/senate/25"
+    rel: in-district
+    area_weight: 0.0367
+  - to: "us/states/wa/districts/senate/27"
+    rel: in-district
+    area_weight: 0.0249
+  - to: "us/states/wa/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0193
+  - to: "us/states/wa/districts/house/2"
+    rel: in-district
+    area_weight: 0.4119
+  - to: "us/states/wa/districts/house/31"
+    rel: in-district
+    area_weight: 0.293
+  - to: "us/states/wa/districts/house/28"
+    rel: in-district
+    area_weight: 0.0902
+  - to: "us/states/wa/districts/house/26"
+    rel: in-district
+    area_weight: 0.0636
+  - to: "us/states/wa/districts/house/25"
+    rel: in-district
+    area_weight: 0.0367
+  - to: "us/states/wa/districts/house/27"
+    rel: in-district
+    area_weight: 0.0249
+  - to: "us/states/wa/districts/house/29"
+    rel: in-district
+    area_weight: 0.0193
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +110,27 @@ County jurisdiction — 7 officeholders mapped.
 | Hispanic/Latino | 119500 |
 | Bachelor's or higher | 268021 |
 
+## Districts
+
+- [WA-08](/us/states/wa/districts/08.md) — 69% (congressional)
+- [WA-10](/us/states/wa/districts/10.md) — 16% (congressional)
+- [WA-06](/us/states/wa/districts/06.md) — 10% (congressional)
+- [WA Senate District 2](/us/states/wa/districts/senate/2.md) — 41% (state senate)
+- [WA Senate District 31](/us/states/wa/districts/senate/31.md) — 29% (state senate)
+- [WA Senate District 28](/us/states/wa/districts/senate/28.md) — 9% (state senate)
+- [WA Senate District 26](/us/states/wa/districts/senate/26.md) — 6% (state senate)
+- [WA Senate District 25](/us/states/wa/districts/senate/25.md) — 4% (state senate)
+- [WA Senate District 27](/us/states/wa/districts/senate/27.md) — 2% (state senate)
+- [WA Senate District 29](/us/states/wa/districts/senate/29.md) — 2% (state senate)
+- [WA House District 2](/us/states/wa/districts/house/2.md) — 41% (state house)
+- [WA House District 31](/us/states/wa/districts/house/31.md) — 29% (state house)
+- [WA House District 28](/us/states/wa/districts/house/28.md) — 9% (state house)
+- [WA House District 26](/us/states/wa/districts/house/26.md) — 6% (state house)
+- [WA House District 25](/us/states/wa/districts/house/25.md) — 4% (state house)
+- [WA House District 27](/us/states/wa/districts/house/27.md) — 2% (state house)
+- [WA House District 29](/us/states/wa/districts/house/29.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/san-juan/index.md b/data/jurisdictions/us/states/wa/counties/san-juan/index.md
index 4365289cf7..abce504970 100644
--- a/data/jurisdictions/us/states/wa/counties/san-juan/index.md
+++ b/data/jurisdictions/us/states/wa/counties/san-juan/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 111
   hispanic: 1409
   bachelors_plus: 11868
+districts:
+  - to: "us/states/wa/districts/02"
+    rel: in-district
+    area_weight: 0.4132
+  - to: "us/states/wa/districts/senate/40"
+    rel: in-district
+    area_weight: 0.3095
+  - to: "us/states/wa/districts/house/40"
+    rel: in-district
+    area_weight: 0.3095
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1409 |
 | Bachelor's or higher | 11868 |
 
+## Districts
+
+- [WA-02](/us/states/wa/districts/02.md) — 41% (congressional)
+- [WA Senate District 40](/us/states/wa/districts/senate/40.md) — 31% (state senate)
+- [WA House District 40](/us/states/wa/districts/house/40.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/skagit/index.md b/data/jurisdictions/us/states/wa/counties/skagit/index.md
index 3b5e3427be..dd8d8614f0 100644
--- a/data/jurisdictions/us/states/wa/counties/skagit/index.md
+++ b/data/jurisdictions/us/states/wa/counties/skagit/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 1862
   hispanic: 25367
   bachelors_plus: 39728
+districts:
+  - to: "us/states/wa/districts/02"
+    rel: in-district
+    area_weight: 0.9157
+  - to: "us/states/wa/districts/senate/39"
+    rel: in-district
+    area_weight: 0.7938
+  - to: "us/states/wa/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0727
+  - to: "us/states/wa/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0493
+  - to: "us/states/wa/districts/house/39"
+    rel: in-district
+    area_weight: 0.7938
+  - to: "us/states/wa/districts/house/40"
+    rel: in-district
+    area_weight: 0.0727
+  - to: "us/states/wa/districts/house/10"
+    rel: in-district
+    area_weight: 0.0493
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 25367 |
 | Bachelor's or higher | 39728 |
 
+## Districts
+
+- [WA-02](/us/states/wa/districts/02.md) — 92% (congressional)
+- [WA Senate District 39](/us/states/wa/districts/senate/39.md) — 79% (state senate)
+- [WA Senate District 40](/us/states/wa/districts/senate/40.md) — 7% (state senate)
+- [WA Senate District 10](/us/states/wa/districts/senate/10.md) — 5% (state senate)
+- [WA House District 39](/us/states/wa/districts/house/39.md) — 79% (state house)
+- [WA House District 40](/us/states/wa/districts/house/40.md) — 7% (state house)
+- [WA House District 10](/us/states/wa/districts/house/10.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/skamania/index.md b/data/jurisdictions/us/states/wa/counties/skamania/index.md
index 1885b002e3..8eb3c62acf 100644
--- a/data/jurisdictions/us/states/wa/counties/skamania/index.md
+++ b/data/jurisdictions/us/states/wa/counties/skamania/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 120
   hispanic: 832
   bachelors_plus: 3869
+districts:
+  - to: "us/states/wa/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wa/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wa/districts/house/17"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 832 |
 | Bachelor's or higher | 3869 |
 
+## Districts
+
+- [WA-03](/us/states/wa/districts/03.md) — 100% (congressional)
+- [WA Senate District 17](/us/states/wa/districts/senate/17.md) — 100% (state senate)
+- [WA House District 17](/us/states/wa/districts/house/17.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/snohomish/index.md b/data/jurisdictions/us/states/wa/counties/snohomish/index.md
index aa3735734e..5384711713 100644
--- a/data/jurisdictions/us/states/wa/counties/snohomish/index.md
+++ b/data/jurisdictions/us/states/wa/counties/snohomish/index.md
@@ -22,9 +22,69 @@ demographics:
   race_native: 8838
   hispanic: 102350
   bachelors_plus: 308148
+districts:
+  - to: "us/states/wa/districts/08"
+    rel: in-district
+    area_weight: 0.7545
+  - to: "us/states/wa/districts/01"
+    rel: in-district
+    area_weight: 0.1192
+  - to: "us/states/wa/districts/02"
+    rel: in-district
+    area_weight: 0.0886
+  - to: "us/states/wa/districts/senate/39"
+    rel: in-district
+    area_weight: 0.5875
+  - to: "us/states/wa/districts/senate/12"
+    rel: in-district
+    area_weight: 0.2075
+  - to: "us/states/wa/districts/senate/44"
+    rel: in-district
+    area_weight: 0.0488
+  - to: "us/states/wa/districts/senate/10"
+    rel: in-district
+    area_weight: 0.0463
+  - to: "us/states/wa/districts/senate/38"
+    rel: in-district
+    area_weight: 0.0368
+  - to: "us/states/wa/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0161
+  - to: "us/states/wa/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0107
+  - to: "us/states/wa/districts/senate/32"
+    rel: in-district
+    area_weight: 0.0074
+  - to: "us/states/wa/districts/house/39"
+    rel: in-district
+    area_weight: 0.5875
+  - to: "us/states/wa/districts/house/12"
+    rel: in-district
+    area_weight: 0.2075
+  - to: "us/states/wa/districts/house/44"
+    rel: in-district
+    area_weight: 0.0488
+  - to: "us/states/wa/districts/house/10"
+    rel: in-district
+    area_weight: 0.0463
+  - to: "us/states/wa/districts/house/38"
+    rel: in-district
+    area_weight: 0.0368
+  - to: "us/states/wa/districts/house/21"
+    rel: in-district
+    area_weight: 0.0161
+  - to: "us/states/wa/districts/house/1"
+    rel: in-district
+    area_weight: 0.0107
+  - to: "us/states/wa/districts/house/32"
+    rel: in-district
+    area_weight: 0.0074
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +116,29 @@ County jurisdiction — 8 officeholders mapped.
 | Hispanic/Latino | 102350 |
 | Bachelor's or higher | 308148 |
 
+## Districts
+
+- [WA-08](/us/states/wa/districts/08.md) — 75% (congressional)
+- [WA-01](/us/states/wa/districts/01.md) — 12% (congressional)
+- [WA-02](/us/states/wa/districts/02.md) — 9% (congressional)
+- [WA Senate District 39](/us/states/wa/districts/senate/39.md) — 59% (state senate)
+- [WA Senate District 12](/us/states/wa/districts/senate/12.md) — 21% (state senate)
+- [WA Senate District 44](/us/states/wa/districts/senate/44.md) — 5% (state senate)
+- [WA Senate District 10](/us/states/wa/districts/senate/10.md) — 5% (state senate)
+- [WA Senate District 38](/us/states/wa/districts/senate/38.md) — 4% (state senate)
+- [WA Senate District 21](/us/states/wa/districts/senate/21.md) — 2% (state senate)
+- [WA Senate District 1](/us/states/wa/districts/senate/1.md) — 1% (state senate)
+- [WA Senate District 32](/us/states/wa/districts/senate/32.md) — 1% (state senate)
+- [WA House District 39](/us/states/wa/districts/house/39.md) — 59% (state house)
+- [WA House District 12](/us/states/wa/districts/house/12.md) — 21% (state house)
+- [WA House District 44](/us/states/wa/districts/house/44.md) — 5% (state house)
+- [WA House District 10](/us/states/wa/districts/house/10.md) — 5% (state house)
+- [WA House District 38](/us/states/wa/districts/house/38.md) — 4% (state house)
+- [WA House District 21](/us/states/wa/districts/house/21.md) — 2% (state house)
+- [WA House District 1](/us/states/wa/districts/house/1.md) — 1% (state house)
+- [WA House District 32](/us/states/wa/districts/house/32.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/spokane/index.md b/data/jurisdictions/us/states/wa/counties/spokane/index.md
index ecc71a44c3..c9b2d539bb 100644
--- a/data/jurisdictions/us/states/wa/counties/spokane/index.md
+++ b/data/jurisdictions/us/states/wa/counties/spokane/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 5459
   hispanic: 38877
   bachelors_plus: 172788
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wa/districts/senate/9"
+    rel: in-district
+    area_weight: 0.4828
+  - to: "us/states/wa/districts/senate/6"
+    rel: in-district
+    area_weight: 0.2329
+  - to: "us/states/wa/districts/senate/4"
+    rel: in-district
+    area_weight: 0.2247
+  - to: "us/states/wa/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0362
+  - to: "us/states/wa/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0232
+  - to: "us/states/wa/districts/house/9"
+    rel: in-district
+    area_weight: 0.4828
+  - to: "us/states/wa/districts/house/6"
+    rel: in-district
+    area_weight: 0.2329
+  - to: "us/states/wa/districts/house/4"
+    rel: in-district
+    area_weight: 0.2247
+  - to: "us/states/wa/districts/house/7"
+    rel: in-district
+    area_weight: 0.0362
+  - to: "us/states/wa/districts/house/3"
+    rel: in-district
+    area_weight: 0.0232
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 6 officeholders mapped.
 | Hispanic/Latino | 38877 |
 | Bachelor's or higher | 172788 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 100% (congressional)
+- [WA Senate District 9](/us/states/wa/districts/senate/9.md) — 48% (state senate)
+- [WA Senate District 6](/us/states/wa/districts/senate/6.md) — 23% (state senate)
+- [WA Senate District 4](/us/states/wa/districts/senate/4.md) — 22% (state senate)
+- [WA Senate District 7](/us/states/wa/districts/senate/7.md) — 4% (state senate)
+- [WA Senate District 3](/us/states/wa/districts/senate/3.md) — 2% (state senate)
+- [WA House District 9](/us/states/wa/districts/house/9.md) — 48% (state house)
+- [WA House District 6](/us/states/wa/districts/house/6.md) — 23% (state house)
+- [WA House District 4](/us/states/wa/districts/house/4.md) — 22% (state house)
+- [WA House District 7](/us/states/wa/districts/house/7.md) — 4% (state house)
+- [WA House District 3](/us/states/wa/districts/house/3.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/stevens/index.md b/data/jurisdictions/us/states/wa/counties/stevens/index.md
index 70e4744cc6..c71722637e 100644
--- a/data/jurisdictions/us/states/wa/counties/stevens/index.md
+++ b/data/jurisdictions/us/states/wa/counties/stevens/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1954
   hispanic: 2012
   bachelors_plus: 10492
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/house/7"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 2012 |
 | Bachelor's or higher | 10492 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 100% (congressional)
+- [WA Senate District 7](/us/states/wa/districts/senate/7.md) — 100% (state senate)
+- [WA House District 7](/us/states/wa/districts/house/7.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/thurston/index.md b/data/jurisdictions/us/states/wa/counties/thurston/index.md
index 7c7b46cf18..f658288cdc 100644
--- a/data/jurisdictions/us/states/wa/counties/thurston/index.md
+++ b/data/jurisdictions/us/states/wa/counties/thurston/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 3375
   hispanic: 31748
   bachelors_plus: 114273
+districts:
+  - to: "us/states/wa/districts/10"
+    rel: in-district
+    area_weight: 0.6149
+  - to: "us/states/wa/districts/03"
+    rel: in-district
+    area_weight: 0.3683
+  - to: "us/states/wa/districts/senate/35"
+    rel: in-district
+    area_weight: 0.3994
+  - to: "us/states/wa/districts/senate/2"
+    rel: in-district
+    area_weight: 0.3422
+  - to: "us/states/wa/districts/senate/22"
+    rel: in-district
+    area_weight: 0.155
+  - to: "us/states/wa/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0474
+  - to: "us/states/wa/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0373
+  - to: "us/states/wa/districts/house/35"
+    rel: in-district
+    area_weight: 0.3994
+  - to: "us/states/wa/districts/house/2"
+    rel: in-district
+    area_weight: 0.3422
+  - to: "us/states/wa/districts/house/22"
+    rel: in-district
+    area_weight: 0.155
+  - to: "us/states/wa/districts/house/20"
+    rel: in-district
+    area_weight: 0.0474
+  - to: "us/states/wa/districts/house/19"
+    rel: in-district
+    area_weight: 0.0373
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 31748 |
 | Bachelor's or higher | 114273 |
 
+## Districts
+
+- [WA-10](/us/states/wa/districts/10.md) — 61% (congressional)
+- [WA-03](/us/states/wa/districts/03.md) — 37% (congressional)
+- [WA Senate District 35](/us/states/wa/districts/senate/35.md) — 40% (state senate)
+- [WA Senate District 2](/us/states/wa/districts/senate/2.md) — 34% (state senate)
+- [WA Senate District 22](/us/states/wa/districts/senate/22.md) — 16% (state senate)
+- [WA Senate District 20](/us/states/wa/districts/senate/20.md) — 5% (state senate)
+- [WA Senate District 19](/us/states/wa/districts/senate/19.md) — 4% (state senate)
+- [WA House District 35](/us/states/wa/districts/house/35.md) — 40% (state house)
+- [WA House District 2](/us/states/wa/districts/house/2.md) — 34% (state house)
+- [WA House District 22](/us/states/wa/districts/house/22.md) — 16% (state house)
+- [WA House District 20](/us/states/wa/districts/house/20.md) — 5% (state house)
+- [WA House District 19](/us/states/wa/districts/house/19.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/wahkiakum/index.md b/data/jurisdictions/us/states/wa/counties/wahkiakum/index.md
index 650a1764f2..0e5b49869d 100644
--- a/data/jurisdictions/us/states/wa/counties/wahkiakum/index.md
+++ b/data/jurisdictions/us/states/wa/counties/wahkiakum/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 10
   hispanic: 261
   bachelors_plus: 1077
+districts:
+  - to: "us/states/wa/districts/03"
+    rel: in-district
+    area_weight: 0.9637
+  - to: "us/states/wa/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9646
+  - to: "us/states/wa/districts/house/19"
+    rel: in-district
+    area_weight: 0.9646
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 261 |
 | Bachelor's or higher | 1077 |
 
+## Districts
+
+- [WA-03](/us/states/wa/districts/03.md) — 96% (congressional)
+- [WA Senate District 19](/us/states/wa/districts/senate/19.md) — 96% (state senate)
+- [WA House District 19](/us/states/wa/districts/house/19.md) — 96% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/walla-walla/index.md b/data/jurisdictions/us/states/wa/counties/walla-walla/index.md
index ce30423821..e56b230a32 100644
--- a/data/jurisdictions/us/states/wa/counties/walla-walla/index.md
+++ b/data/jurisdictions/us/states/wa/counties/walla-walla/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 756
   hispanic: 14816
   bachelors_plus: 17835
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wa/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/house/16"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 14816 |
 | Bachelor's or higher | 17835 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 100% (congressional)
+- [WA Senate District 16](/us/states/wa/districts/senate/16.md) — 100% (state senate)
+- [WA House District 16](/us/states/wa/districts/house/16.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/whatcom/index.md b/data/jurisdictions/us/states/wa/counties/whatcom/index.md
index 7d17360e51..90ef8f57df 100644
--- a/data/jurisdictions/us/states/wa/counties/whatcom/index.md
+++ b/data/jurisdictions/us/states/wa/counties/whatcom/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 4102
   hispanic: 24461
   bachelors_plus: 85596
+districts:
+  - to: "us/states/wa/districts/02"
+    rel: in-district
+    area_weight: 0.866
+  - to: "us/states/wa/districts/senate/42"
+    rel: in-district
+    area_weight: 0.8225
+  - to: "us/states/wa/districts/senate/40"
+    rel: in-district
+    area_weight: 0.0426
+  - to: "us/states/wa/districts/house/42"
+    rel: in-district
+    area_weight: 0.8225
+  - to: "us/states/wa/districts/house/40"
+    rel: in-district
+    area_weight: 0.0426
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 24461 |
 | Bachelor's or higher | 85596 |
 
+## Districts
+
+- [WA-02](/us/states/wa/districts/02.md) — 87% (congressional)
+- [WA Senate District 42](/us/states/wa/districts/senate/42.md) — 82% (state senate)
+- [WA Senate District 40](/us/states/wa/districts/senate/40.md) — 4% (state senate)
+- [WA House District 42](/us/states/wa/districts/house/42.md) — 82% (state house)
+- [WA House District 40](/us/states/wa/districts/house/40.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/whitman/index.md b/data/jurisdictions/us/states/wa/counties/whitman/index.md
index 6b8b287606..48fd56510d 100644
--- a/data/jurisdictions/us/states/wa/counties/whitman/index.md
+++ b/data/jurisdictions/us/states/wa/counties/whitman/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 298
   hispanic: 3827
   bachelors_plus: 17728
+districts:
+  - to: "us/states/wa/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wa/districts/house/9"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 3827 |
 | Bachelor's or higher | 17728 |
 
+## Districts
+
+- [WA-05](/us/states/wa/districts/05.md) — 100% (congressional)
+- [WA Senate District 9](/us/states/wa/districts/senate/9.md) — 100% (state senate)
+- [WA House District 9](/us/states/wa/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/counties/yakima/index.md b/data/jurisdictions/us/states/wa/counties/yakima/index.md
index b072808706..d5ac10f960 100644
--- a/data/jurisdictions/us/states/wa/counties/yakima/index.md
+++ b/data/jurisdictions/us/states/wa/counties/yakima/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 8138
   hispanic: 134645
   bachelors_plus: 41240
+districts:
+  - to: "us/states/wa/districts/04"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/wa/districts/senate/14"
+    rel: in-district
+    area_weight: 0.512
+  - to: "us/states/wa/districts/senate/15"
+    rel: in-district
+    area_weight: 0.4879
+  - to: "us/states/wa/districts/house/14"
+    rel: in-district
+    area_weight: 0.512
+  - to: "us/states/wa/districts/house/15"
+    rel: in-district
+    area_weight: 0.4879
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wa]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 134645 |
 | Bachelor's or higher | 41240 |
 
+## Districts
+
+- [WA-04](/us/states/wa/districts/04.md) — 100% (congressional)
+- [WA Senate District 14](/us/states/wa/districts/senate/14.md) — 51% (state senate)
+- [WA Senate District 15](/us/states/wa/districts/senate/15.md) — 49% (state senate)
+- [WA House District 14](/us/states/wa/districts/house/14.md) — 51% (state house)
+- [WA House District 15](/us/states/wa/districts/house/15.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wa/districts/01.md b/data/jurisdictions/us/states/wa/districts/01.md
index 94c715afce..aeb2ec5b97 100644
--- a/data/jurisdictions/us/states/wa/districts/01.md
+++ b/data/jurisdictions/us/states/wa/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 315490
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wa/districts/02.md b/data/jurisdictions/us/states/wa/districts/02.md
index 30b2d383b1..157686c013 100644
--- a/data/jurisdictions/us/states/wa/districts/02.md
+++ b/data/jurisdictions/us/states/wa/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 221666
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wa/districts/03.md b/data/jurisdictions/us/states/wa/districts/03.md
index e9293a30fc..5b192cc3e7 100644
--- a/data/jurisdictions/us/states/wa/districts/03.md
+++ b/data/jurisdictions/us/states/wa/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 173215
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wa/districts/04.md b/data/jurisdictions/us/states/wa/districts/04.md
index 1b32108138..c7dba31196 100644
--- a/data/jurisdictions/us/states/wa/districts/04.md
+++ b/data/jurisdictions/us/states/wa/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 130023
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wa/districts/05.md b/data/jurisdictions/us/states/wa/districts/05.md
index 010724be88..d7b6d2587d 100644
--- a/data/jurisdictions/us/states/wa/districts/05.md
+++ b/data/jurisdictions/us/states/wa/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 183903
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wa/districts/06.md b/data/jurisdictions/us/states/wa/districts/06.md
index 3b3f6802ff..0fcf8d413f 100644
--- a/data/jurisdictions/us/states/wa/districts/06.md
+++ b/data/jurisdictions/us/states/wa/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 216645
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wa/districts/07.md b/data/jurisdictions/us/states/wa/districts/07.md
index 2d80779030..8f0704be05 100644
--- a/data/jurisdictions/us/states/wa/districts/07.md
+++ b/data/jurisdictions/us/states/wa/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 417520
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wa/districts/08.md b/data/jurisdictions/us/states/wa/districts/08.md
index 02e8eddfab..e2e5088183 100644
--- a/data/jurisdictions/us/states/wa/districts/08.md
+++ b/data/jurisdictions/us/states/wa/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 234619
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wa/districts/09.md b/data/jurisdictions/us/states/wa/districts/09.md
index 2a5291c511..894d6085e3 100644
--- a/data/jurisdictions/us/states/wa/districts/09.md
+++ b/data/jurisdictions/us/states/wa/districts/09.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 237684
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wa/districts/10.md b/data/jurisdictions/us/states/wa/districts/10.md
index 2e6e534489..62db8e7265 100644
--- a/data/jurisdictions/us/states/wa/districts/10.md
+++ b/data/jurisdictions/us/states/wa/districts/10.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 179098
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wa]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wa/districts/house/1.md b/data/jurisdictions/us/states/wa/districts/house/1.md
new file mode 100644
index 0000000000..418b3d34fb
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 1"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 1
+
+State House district 1 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/10.md b/data/jurisdictions/us/states/wa/districts/house/10.md
new file mode 100644
index 0000000000..bb3a067007
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 10"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 10
+
+State House district 10 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/11.md b/data/jurisdictions/us/states/wa/districts/house/11.md
new file mode 100644
index 0000000000..4ef761bcad
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 11"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 11
+
+State House district 11 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/12.md b/data/jurisdictions/us/states/wa/districts/house/12.md
new file mode 100644
index 0000000000..70e7f4e1f5
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 12"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 12
+
+State House district 12 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/13.md b/data/jurisdictions/us/states/wa/districts/house/13.md
new file mode 100644
index 0000000000..e12436579f
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 13"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 13
+
+State House district 13 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/14.md b/data/jurisdictions/us/states/wa/districts/house/14.md
new file mode 100644
index 0000000000..328a80a819
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 14"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 14
+
+State House district 14 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/15.md b/data/jurisdictions/us/states/wa/districts/house/15.md
new file mode 100644
index 0000000000..a17d9d6de2
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 15"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 15
+
+State House district 15 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/16.md b/data/jurisdictions/us/states/wa/districts/house/16.md
new file mode 100644
index 0000000000..c8816fe26f
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 16"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 16
+
+State House district 16 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/17.md b/data/jurisdictions/us/states/wa/districts/house/17.md
new file mode 100644
index 0000000000..33432e09f9
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 17"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 17
+
+State House district 17 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/18.md b/data/jurisdictions/us/states/wa/districts/house/18.md
new file mode 100644
index 0000000000..5b6cbc6c32
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 18"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 18
+
+State House district 18 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/19.md b/data/jurisdictions/us/states/wa/districts/house/19.md
new file mode 100644
index 0000000000..9a795d79b8
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 19"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 19
+
+State House district 19 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/2.md b/data/jurisdictions/us/states/wa/districts/house/2.md
new file mode 100644
index 0000000000..34c35767d9
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 2"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 2
+
+State House district 2 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/20.md b/data/jurisdictions/us/states/wa/districts/house/20.md
new file mode 100644
index 0000000000..3670c0326e
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 20"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 20
+
+State House district 20 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/21.md b/data/jurisdictions/us/states/wa/districts/house/21.md
new file mode 100644
index 0000000000..dc5788e478
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 21"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 21
+
+State House district 21 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/22.md b/data/jurisdictions/us/states/wa/districts/house/22.md
new file mode 100644
index 0000000000..b63e55025c
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 22"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 22
+
+State House district 22 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/23.md b/data/jurisdictions/us/states/wa/districts/house/23.md
new file mode 100644
index 0000000000..53cf3a1f82
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 23"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 23
+
+State House district 23 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/24.md b/data/jurisdictions/us/states/wa/districts/house/24.md
new file mode 100644
index 0000000000..45a636d5f1
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 24"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 24
+
+State House district 24 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/25.md b/data/jurisdictions/us/states/wa/districts/house/25.md
new file mode 100644
index 0000000000..5ddd9d51b6
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 25"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 25
+
+State House district 25 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/26.md b/data/jurisdictions/us/states/wa/districts/house/26.md
new file mode 100644
index 0000000000..2ccb2b7c26
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 26"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 26
+
+State House district 26 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/27.md b/data/jurisdictions/us/states/wa/districts/house/27.md
new file mode 100644
index 0000000000..ec1ed978fb
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 27"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 27
+
+State House district 27 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/28.md b/data/jurisdictions/us/states/wa/districts/house/28.md
new file mode 100644
index 0000000000..1a7098395f
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 28"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 28
+
+State House district 28 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/29.md b/data/jurisdictions/us/states/wa/districts/house/29.md
new file mode 100644
index 0000000000..f1a7669cc9
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 29"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 29
+
+State House district 29 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/3.md b/data/jurisdictions/us/states/wa/districts/house/3.md
new file mode 100644
index 0000000000..391c373cd9
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 3"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 3
+
+State House district 3 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/30.md b/data/jurisdictions/us/states/wa/districts/house/30.md
new file mode 100644
index 0000000000..d7573f78ea
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 30"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 30
+
+State House district 30 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/31.md b/data/jurisdictions/us/states/wa/districts/house/31.md
new file mode 100644
index 0000000000..e27743a026
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 31"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 31
+
+State House district 31 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/32.md b/data/jurisdictions/us/states/wa/districts/house/32.md
new file mode 100644
index 0000000000..ffb1ed7470
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 32"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 32
+
+State House district 32 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/33.md b/data/jurisdictions/us/states/wa/districts/house/33.md
new file mode 100644
index 0000000000..6627858b7e
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 33"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 33
+
+State House district 33 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/34.md b/data/jurisdictions/us/states/wa/districts/house/34.md
new file mode 100644
index 0000000000..161f68a4d3
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 34"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 34
+
+State House district 34 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/35.md b/data/jurisdictions/us/states/wa/districts/house/35.md
new file mode 100644
index 0000000000..d6bc974277
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 35"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 35
+
+State House district 35 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/36.md b/data/jurisdictions/us/states/wa/districts/house/36.md
new file mode 100644
index 0000000000..83711d7346
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 36"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 36
+
+State House district 36 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/37.md b/data/jurisdictions/us/states/wa/districts/house/37.md
new file mode 100644
index 0000000000..899f87697a
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 37"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 37
+
+State House district 37 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/38.md b/data/jurisdictions/us/states/wa/districts/house/38.md
new file mode 100644
index 0000000000..2193da4fd3
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 38"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 38
+
+State House district 38 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/39.md b/data/jurisdictions/us/states/wa/districts/house/39.md
new file mode 100644
index 0000000000..caf75957cb
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 39"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 39
+
+State House district 39 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/4.md b/data/jurisdictions/us/states/wa/districts/house/4.md
new file mode 100644
index 0000000000..f6ba35b5be
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 4"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 4
+
+State House district 4 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/40.md b/data/jurisdictions/us/states/wa/districts/house/40.md
new file mode 100644
index 0000000000..a24571e8af
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 40"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 40
+
+State House district 40 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/41.md b/data/jurisdictions/us/states/wa/districts/house/41.md
new file mode 100644
index 0000000000..52989ceedc
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 41"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 41
+
+State House district 41 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/42.md b/data/jurisdictions/us/states/wa/districts/house/42.md
new file mode 100644
index 0000000000..5481bc1422
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 42"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 42
+
+State House district 42 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/43.md b/data/jurisdictions/us/states/wa/districts/house/43.md
new file mode 100644
index 0000000000..37daf9e877
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 43"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 43
+
+State House district 43 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/44.md b/data/jurisdictions/us/states/wa/districts/house/44.md
new file mode 100644
index 0000000000..667a28eddd
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 44"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 44
+
+State House district 44 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/45.md b/data/jurisdictions/us/states/wa/districts/house/45.md
new file mode 100644
index 0000000000..014f25068d
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 45"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 45
+
+State House district 45 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/46.md b/data/jurisdictions/us/states/wa/districts/house/46.md
new file mode 100644
index 0000000000..c0efec53b2
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 46"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 46
+
+State House district 46 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/47.md b/data/jurisdictions/us/states/wa/districts/house/47.md
new file mode 100644
index 0000000000..4662dcba50
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 47"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 47
+
+State House district 47 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/48.md b/data/jurisdictions/us/states/wa/districts/house/48.md
new file mode 100644
index 0000000000..9d74a53854
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 48"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 48
+
+State House district 48 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/49.md b/data/jurisdictions/us/states/wa/districts/house/49.md
new file mode 100644
index 0000000000..1363174582
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 49"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 49
+
+State House district 49 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/5.md b/data/jurisdictions/us/states/wa/districts/house/5.md
new file mode 100644
index 0000000000..e771ac9b59
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 5"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 5
+
+State House district 5 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/6.md b/data/jurisdictions/us/states/wa/districts/house/6.md
new file mode 100644
index 0000000000..4fa7fc5ead
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 6"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 6
+
+State House district 6 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/7.md b/data/jurisdictions/us/states/wa/districts/house/7.md
new file mode 100644
index 0000000000..f605cb0eda
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 7"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 7
+
+State House district 7 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/8.md b/data/jurisdictions/us/states/wa/districts/house/8.md
new file mode 100644
index 0000000000..f532949281
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 8"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 8
+
+State House district 8 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/house/9.md b/data/jurisdictions/us/states/wa/districts/house/9.md
new file mode 100644
index 0000000000..baddba651d
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA House District 9"
+classification: state-house-district
+state: "WA"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA House District 9
+
+State House district 9 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/1.md b/data/jurisdictions/us/states/wa/districts/senate/1.md
new file mode 100644
index 0000000000..d02529b0d8
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 1"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 1
+
+State Senate district 1 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/10.md b/data/jurisdictions/us/states/wa/districts/senate/10.md
new file mode 100644
index 0000000000..e36c50fa51
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 10"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 10
+
+State Senate district 10 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/11.md b/data/jurisdictions/us/states/wa/districts/senate/11.md
new file mode 100644
index 0000000000..6587900de1
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 11"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 11
+
+State Senate district 11 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/12.md b/data/jurisdictions/us/states/wa/districts/senate/12.md
new file mode 100644
index 0000000000..c7dbaa5e0a
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 12"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 12
+
+State Senate district 12 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/13.md b/data/jurisdictions/us/states/wa/districts/senate/13.md
new file mode 100644
index 0000000000..6625403ad0
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 13"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 13
+
+State Senate district 13 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/14.md b/data/jurisdictions/us/states/wa/districts/senate/14.md
new file mode 100644
index 0000000000..1804730182
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 14"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 14
+
+State Senate district 14 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/15.md b/data/jurisdictions/us/states/wa/districts/senate/15.md
new file mode 100644
index 0000000000..cbc4b15b8a
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 15"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 15
+
+State Senate district 15 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/16.md b/data/jurisdictions/us/states/wa/districts/senate/16.md
new file mode 100644
index 0000000000..d6fe8abca2
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 16"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 16
+
+State Senate district 16 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/17.md b/data/jurisdictions/us/states/wa/districts/senate/17.md
new file mode 100644
index 0000000000..38f457849b
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 17"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 17
+
+State Senate district 17 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/18.md b/data/jurisdictions/us/states/wa/districts/senate/18.md
new file mode 100644
index 0000000000..3efbbd3b49
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 18"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 18
+
+State Senate district 18 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/19.md b/data/jurisdictions/us/states/wa/districts/senate/19.md
new file mode 100644
index 0000000000..097744f14a
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 19"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 19
+
+State Senate district 19 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/2.md b/data/jurisdictions/us/states/wa/districts/senate/2.md
new file mode 100644
index 0000000000..b143ac49f5
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 2"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 2
+
+State Senate district 2 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/20.md b/data/jurisdictions/us/states/wa/districts/senate/20.md
new file mode 100644
index 0000000000..225cfad957
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 20"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 20
+
+State Senate district 20 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/21.md b/data/jurisdictions/us/states/wa/districts/senate/21.md
new file mode 100644
index 0000000000..19acf50f4d
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 21"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 21
+
+State Senate district 21 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/22.md b/data/jurisdictions/us/states/wa/districts/senate/22.md
new file mode 100644
index 0000000000..b4201c8749
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 22"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 22
+
+State Senate district 22 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/23.md b/data/jurisdictions/us/states/wa/districts/senate/23.md
new file mode 100644
index 0000000000..043bd4dab4
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 23"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 23
+
+State Senate district 23 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/24.md b/data/jurisdictions/us/states/wa/districts/senate/24.md
new file mode 100644
index 0000000000..cd73af17b1
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 24"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 24
+
+State Senate district 24 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/25.md b/data/jurisdictions/us/states/wa/districts/senate/25.md
new file mode 100644
index 0000000000..9a4f7f719c
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 25"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 25
+
+State Senate district 25 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/26.md b/data/jurisdictions/us/states/wa/districts/senate/26.md
new file mode 100644
index 0000000000..da41f3a9eb
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 26"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 26
+
+State Senate district 26 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/27.md b/data/jurisdictions/us/states/wa/districts/senate/27.md
new file mode 100644
index 0000000000..67830d331a
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 27"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 27
+
+State Senate district 27 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/28.md b/data/jurisdictions/us/states/wa/districts/senate/28.md
new file mode 100644
index 0000000000..df343838dd
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 28"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 28
+
+State Senate district 28 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/29.md b/data/jurisdictions/us/states/wa/districts/senate/29.md
new file mode 100644
index 0000000000..901448aec5
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 29"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 29
+
+State Senate district 29 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/3.md b/data/jurisdictions/us/states/wa/districts/senate/3.md
new file mode 100644
index 0000000000..ebfcd8d2e5
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 3"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 3
+
+State Senate district 3 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/30.md b/data/jurisdictions/us/states/wa/districts/senate/30.md
new file mode 100644
index 0000000000..daa0d6c9a7
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 30"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 30
+
+State Senate district 30 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/31.md b/data/jurisdictions/us/states/wa/districts/senate/31.md
new file mode 100644
index 0000000000..7d35be1a82
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 31"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 31
+
+State Senate district 31 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/32.md b/data/jurisdictions/us/states/wa/districts/senate/32.md
new file mode 100644
index 0000000000..af33631dcb
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 32"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 32
+
+State Senate district 32 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/33.md b/data/jurisdictions/us/states/wa/districts/senate/33.md
new file mode 100644
index 0000000000..e998b75e62
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 33"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 33
+
+State Senate district 33 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/34.md b/data/jurisdictions/us/states/wa/districts/senate/34.md
new file mode 100644
index 0000000000..3224786a23
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 34"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 34
+
+State Senate district 34 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/35.md b/data/jurisdictions/us/states/wa/districts/senate/35.md
new file mode 100644
index 0000000000..538d3b3c3b
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 35"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 35
+
+State Senate district 35 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/36.md b/data/jurisdictions/us/states/wa/districts/senate/36.md
new file mode 100644
index 0000000000..f127a63d44
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 36"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 36
+
+State Senate district 36 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/37.md b/data/jurisdictions/us/states/wa/districts/senate/37.md
new file mode 100644
index 0000000000..5b999c5bbb
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 37"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 37
+
+State Senate district 37 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/38.md b/data/jurisdictions/us/states/wa/districts/senate/38.md
new file mode 100644
index 0000000000..de05752aa1
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 38"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 38
+
+State Senate district 38 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/39.md b/data/jurisdictions/us/states/wa/districts/senate/39.md
new file mode 100644
index 0000000000..7b661d5adf
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 39"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 39
+
+State Senate district 39 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/4.md b/data/jurisdictions/us/states/wa/districts/senate/4.md
new file mode 100644
index 0000000000..f74f8c7cd9
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 4"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 4
+
+State Senate district 4 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/40.md b/data/jurisdictions/us/states/wa/districts/senate/40.md
new file mode 100644
index 0000000000..b285c42712
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 40"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 40
+
+State Senate district 40 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/41.md b/data/jurisdictions/us/states/wa/districts/senate/41.md
new file mode 100644
index 0000000000..29f17da3b6
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 41"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 41
+
+State Senate district 41 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/42.md b/data/jurisdictions/us/states/wa/districts/senate/42.md
new file mode 100644
index 0000000000..9276728030
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 42"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 42
+
+State Senate district 42 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/43.md b/data/jurisdictions/us/states/wa/districts/senate/43.md
new file mode 100644
index 0000000000..c37df5c7f0
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 43"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 43
+
+State Senate district 43 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/44.md b/data/jurisdictions/us/states/wa/districts/senate/44.md
new file mode 100644
index 0000000000..d2987cc96c
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 44"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 44
+
+State Senate district 44 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/45.md b/data/jurisdictions/us/states/wa/districts/senate/45.md
new file mode 100644
index 0000000000..2de28033e8
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 45"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 45
+
+State Senate district 45 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/46.md b/data/jurisdictions/us/states/wa/districts/senate/46.md
new file mode 100644
index 0000000000..bafae6046e
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 46"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 46
+
+State Senate district 46 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/47.md b/data/jurisdictions/us/states/wa/districts/senate/47.md
new file mode 100644
index 0000000000..b57597d5b3
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 47"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 47
+
+State Senate district 47 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/48.md b/data/jurisdictions/us/states/wa/districts/senate/48.md
new file mode 100644
index 0000000000..b35f9529d4
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 48"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 48
+
+State Senate district 48 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/49.md b/data/jurisdictions/us/states/wa/districts/senate/49.md
new file mode 100644
index 0000000000..793857cf48
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 49"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 49
+
+State Senate district 49 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/5.md b/data/jurisdictions/us/states/wa/districts/senate/5.md
new file mode 100644
index 0000000000..b15436657b
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 5"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 5
+
+State Senate district 5 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/6.md b/data/jurisdictions/us/states/wa/districts/senate/6.md
new file mode 100644
index 0000000000..52a8b2a050
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 6"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 6
+
+State Senate district 6 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/7.md b/data/jurisdictions/us/states/wa/districts/senate/7.md
new file mode 100644
index 0000000000..24edc84b14
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 7"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 7
+
+State Senate district 7 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/8.md b/data/jurisdictions/us/states/wa/districts/senate/8.md
new file mode 100644
index 0000000000..963bb77f4d
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 8"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 8
+
+State Senate district 8 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/districts/senate/9.md b/data/jurisdictions/us/states/wa/districts/senate/9.md
new file mode 100644
index 0000000000..fd3994df50
--- /dev/null
+++ b/data/jurisdictions/us/states/wa/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WA Senate District 9"
+classification: state-senate-district
+state: "WA"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wa]
+timestamp: "2026-07-03"
+---
+
+# WA Senate District 9
+
+State Senate district 9 (WA).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wa/people/adam-bernbaum.md b/data/jurisdictions/us/states/wa/people/adam-bernbaum.md
index c16ca1d027..bac66b18c6 100644
--- a/data/jurisdictions/us/states/wa/people/adam-bernbaum.md
+++ b/data/jurisdictions/us/states/wa/people/adam-bernbaum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 24"
+represents: "us/states/wa/districts/house/24"
 tenure:
   start: "2024-12-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 24 (WA State House of Representatives District 24).
 
+Represents [WA State House of Representatives District 24](/us/states/wa/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/adison-richards.md b/data/jurisdictions/us/states/wa/people/adison-richards.md
index 3a4a038d0a..094be97303 100644
--- a/data/jurisdictions/us/states/wa/people/adison-richards.md
+++ b/data/jurisdictions/us/states/wa/people/adison-richards.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 26"
+represents: "us/states/wa/districts/house/26"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 26 (WA State House of Representatives District 26).
 
+Represents [WA State House of Representatives District 26](/us/states/wa/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/adrian-cortes.md b/data/jurisdictions/us/states/wa/people/adrian-cortes.md
index 70f44a895c..eb51a1c94e 100644
--- a/data/jurisdictions/us/states/wa/people/adrian-cortes.md
+++ b/data/jurisdictions/us/states/wa/people/adrian-cortes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 18"
+represents: "us/states/wa/districts/senate/18"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 18 (WA State Senate District 18).
 
+Represents [WA State Senate District 18](/us/states/wa/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/alex-ramel.md b/data/jurisdictions/us/states/wa/people/alex-ramel.md
index cdf96d8988..4e9a1f7128 100644
--- a/data/jurisdictions/us/states/wa/people/alex-ramel.md
+++ b/data/jurisdictions/us/states/wa/people/alex-ramel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 40"
+represents: "us/states/wa/districts/house/40"
 tenure:
   start: "2020-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 40 (WA State House of Representatives District 40).
 
+Represents [WA State House of Representatives District 40](/us/states/wa/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/alex-ybarra.md b/data/jurisdictions/us/states/wa/people/alex-ybarra.md
index af8fdcb240..e55cd0f8b9 100644
--- a/data/jurisdictions/us/states/wa/people/alex-ybarra.md
+++ b/data/jurisdictions/us/states/wa/people/alex-ybarra.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 13"
+represents: "us/states/wa/districts/house/13"
 tenure:
   start: "2019-01-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 13 (WA State House of Representatives District 13).
 
+Represents [WA State House of Representatives District 13](/us/states/wa/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/alicia-rule.md b/data/jurisdictions/us/states/wa/people/alicia-rule.md
index e705e9696d..c4ec9560a6 100644
--- a/data/jurisdictions/us/states/wa/people/alicia-rule.md
+++ b/data/jurisdictions/us/states/wa/people/alicia-rule.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 42"
+represents: "us/states/wa/districts/house/42"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 42 (WA State House of Representatives District 42).
 
+Represents [WA State House of Representatives District 42](/us/states/wa/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/amy-walen.md b/data/jurisdictions/us/states/wa/people/amy-walen.md
index 5321f2fff8..362d8de759 100644
--- a/data/jurisdictions/us/states/wa/people/amy-walen.md
+++ b/data/jurisdictions/us/states/wa/people/amy-walen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 48"
+represents: "us/states/wa/districts/house/48"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 48 (WA State House of Representatives District 48).
 
+Represents [WA State House of Representatives District 48](/us/states/wa/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/andrew-barkis.md b/data/jurisdictions/us/states/wa/people/andrew-barkis.md
index 9fa5339816..d290e36677 100644
--- a/data/jurisdictions/us/states/wa/people/andrew-barkis.md
+++ b/data/jurisdictions/us/states/wa/people/andrew-barkis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 2"
+represents: "us/states/wa/districts/house/2"
 tenure:
   start: "2016-02-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 2 (WA State House of Representatives District 2).
 
+Represents [WA State House of Representatives District 2](/us/states/wa/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/andrew-engell.md b/data/jurisdictions/us/states/wa/people/andrew-engell.md
index bc3db51610..99b01446c4 100644
--- a/data/jurisdictions/us/states/wa/people/andrew-engell.md
+++ b/data/jurisdictions/us/states/wa/people/andrew-engell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 7"
+represents: "us/states/wa/districts/house/7"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 7 (WA State House of Representatives District 7).
 
+Represents [WA State House of Representatives District 7](/us/states/wa/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/annette-cleveland.md b/data/jurisdictions/us/states/wa/people/annette-cleveland.md
index 8c749a9b10..a38d75e99e 100644
--- a/data/jurisdictions/us/states/wa/people/annette-cleveland.md
+++ b/data/jurisdictions/us/states/wa/people/annette-cleveland.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 49"
+represents: "us/states/wa/districts/senate/49"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 49 (WA State Senate District 49).
 
+Represents [WA State Senate District 49](/us/states/wa/districts/senate/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/april-berg.md b/data/jurisdictions/us/states/wa/people/april-berg.md
index 590e2485b3..a43e8ae7c7 100644
--- a/data/jurisdictions/us/states/wa/people/april-berg.md
+++ b/data/jurisdictions/us/states/wa/people/april-berg.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 44"
+represents: "us/states/wa/districts/house/44"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 44 (WA State House of Representatives District 44).
 
+Represents [WA State House of Representatives District 44](/us/states/wa/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/april-connors.md b/data/jurisdictions/us/states/wa/people/april-connors.md
index f8ceb5d564..81980cae00 100644
--- a/data/jurisdictions/us/states/wa/people/april-connors.md
+++ b/data/jurisdictions/us/states/wa/people/april-connors.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 8"
+represents: "us/states/wa/districts/house/8"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 8 (WA State House of Representatives District 8).
 
+Represents [WA State House of Representatives District 8](/us/states/wa/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/beth-doglio.md b/data/jurisdictions/us/states/wa/people/beth-doglio.md
index 681ae45d1f..6f6c96f72e 100644
--- a/data/jurisdictions/us/states/wa/people/beth-doglio.md
+++ b/data/jurisdictions/us/states/wa/people/beth-doglio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 22"
+represents: "us/states/wa/districts/house/22"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 22 (WA State House of Representatives District 22).
 
+Represents [WA State House of Representatives District 22](/us/states/wa/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/bob-hasegawa.md b/data/jurisdictions/us/states/wa/people/bob-hasegawa.md
index 8430a54acb..73b336cc33 100644
--- a/data/jurisdictions/us/states/wa/people/bob-hasegawa.md
+++ b/data/jurisdictions/us/states/wa/people/bob-hasegawa.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 11"
+represents: "us/states/wa/districts/senate/11"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 11 (WA State Senate District 11).
 
+Represents [WA State Senate District 11](/us/states/wa/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/brandy-donaghy.md b/data/jurisdictions/us/states/wa/people/brandy-donaghy.md
index c63aca8930..7902630d9c 100644
--- a/data/jurisdictions/us/states/wa/people/brandy-donaghy.md
+++ b/data/jurisdictions/us/states/wa/people/brandy-donaghy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 44"
+represents: "us/states/wa/districts/house/44"
 tenure:
   start: "2021-12-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 44 (WA State House of Representatives District 44).
 
+Represents [WA State House of Representatives District 44](/us/states/wa/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/brian-burnett.md b/data/jurisdictions/us/states/wa/people/brian-burnett.md
index 3177e3c1ab..4e8bce97cd 100644
--- a/data/jurisdictions/us/states/wa/people/brian-burnett.md
+++ b/data/jurisdictions/us/states/wa/people/brian-burnett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 12"
+represents: "us/states/wa/districts/house/12"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 12 (WA State House of Representatives District 12).
 
+Represents [WA State House of Representatives District 12](/us/states/wa/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/brianna-thomas.md b/data/jurisdictions/us/states/wa/people/brianna-thomas.md
index e3110a4dbb..e0d077e555 100644
--- a/data/jurisdictions/us/states/wa/people/brianna-thomas.md
+++ b/data/jurisdictions/us/states/wa/people/brianna-thomas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 34"
+represents: "us/states/wa/districts/house/34"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 34 (WA State House of Representatives District 34).
 
+Represents [WA State House of Representatives District 34](/us/states/wa/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/carolyn-eslick.md b/data/jurisdictions/us/states/wa/people/carolyn-eslick.md
index 3c9a312e9d..7d94097085 100644
--- a/data/jurisdictions/us/states/wa/people/carolyn-eslick.md
+++ b/data/jurisdictions/us/states/wa/people/carolyn-eslick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 39"
+represents: "us/states/wa/districts/house/39"
 tenure:
   start: "2017-09-20"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 39 (WA State House of Representatives District 39).
 
+Represents [WA State House of Representatives District 39](/us/states/wa/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/chipalo-street.md b/data/jurisdictions/us/states/wa/people/chipalo-street.md
index 74f6ee7c13..1f312a6741 100644
--- a/data/jurisdictions/us/states/wa/people/chipalo-street.md
+++ b/data/jurisdictions/us/states/wa/people/chipalo-street.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 37"
+represents: "us/states/wa/districts/house/37"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 37 (WA State House of Representatives District 37).
 
+Represents [WA State House of Representatives District 37](/us/states/wa/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/chris-corry.md b/data/jurisdictions/us/states/wa/people/chris-corry.md
index 17f3fa2e57..bbc283d18e 100644
--- a/data/jurisdictions/us/states/wa/people/chris-corry.md
+++ b/data/jurisdictions/us/states/wa/people/chris-corry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 15"
+represents: "us/states/wa/districts/house/15"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 15 (WA State House of Representatives District 15).
 
+Represents [WA State House of Representatives District 15](/us/states/wa/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/chris-gildon.md b/data/jurisdictions/us/states/wa/people/chris-gildon.md
index 6265a40504..029ce5e276 100644
--- a/data/jurisdictions/us/states/wa/people/chris-gildon.md
+++ b/data/jurisdictions/us/states/wa/people/chris-gildon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 25"
+represents: "us/states/wa/districts/senate/25"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 25 (WA State Senate District 25).
 
+Represents [WA State Senate District 25](/us/states/wa/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/chris-stearns.md b/data/jurisdictions/us/states/wa/people/chris-stearns.md
index c65de29a5d..a619d3bd14 100644
--- a/data/jurisdictions/us/states/wa/people/chris-stearns.md
+++ b/data/jurisdictions/us/states/wa/people/chris-stearns.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 47"
+represents: "us/states/wa/districts/house/47"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 47 (WA State House of Representatives District 47).
 
+Represents [WA State House of Representatives District 47](/us/states/wa/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/cindy-ryu.md b/data/jurisdictions/us/states/wa/people/cindy-ryu.md
index 6a7b5a0775..38b1368b9d 100644
--- a/data/jurisdictions/us/states/wa/people/cindy-ryu.md
+++ b/data/jurisdictions/us/states/wa/people/cindy-ryu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 32"
+represents: "us/states/wa/districts/house/32"
 tenure:
   start: "2011-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 32 (WA State House of Representatives District 32).
 
+Represents [WA State House of Representatives District 32](/us/states/wa/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/claire-wilson.md b/data/jurisdictions/us/states/wa/people/claire-wilson.md
index 6fef86de1b..cf09de0119 100644
--- a/data/jurisdictions/us/states/wa/people/claire-wilson.md
+++ b/data/jurisdictions/us/states/wa/people/claire-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 30"
+represents: "us/states/wa/districts/senate/30"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 30 (WA State Senate District 30).
 
+Represents [WA State Senate District 30](/us/states/wa/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/claudia-kauffman.md b/data/jurisdictions/us/states/wa/people/claudia-kauffman.md
index e7f5bfad28..25eec9f93c 100644
--- a/data/jurisdictions/us/states/wa/people/claudia-kauffman.md
+++ b/data/jurisdictions/us/states/wa/people/claudia-kauffman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 47"
+represents: "us/states/wa/districts/senate/47"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 47 (WA State Senate District 47).
 
+Represents [WA State Senate District 47](/us/states/wa/districts/senate/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/clyde-shavers.md b/data/jurisdictions/us/states/wa/people/clyde-shavers.md
index d75a2cb413..1bfe70d467 100644
--- a/data/jurisdictions/us/states/wa/people/clyde-shavers.md
+++ b/data/jurisdictions/us/states/wa/people/clyde-shavers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 10"
+represents: "us/states/wa/districts/house/10"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 10 (WA State House of Representatives District 10).
 
+Represents [WA State House of Representatives District 10](/us/states/wa/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/curtis-king.md b/data/jurisdictions/us/states/wa/people/curtis-king.md
index 31164d368e..d711bf46d4 100644
--- a/data/jurisdictions/us/states/wa/people/curtis-king.md
+++ b/data/jurisdictions/us/states/wa/people/curtis-king.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 14"
+represents: "us/states/wa/districts/senate/14"
 tenure:
   start: "2007-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 14 (WA State Senate District 14).
 
+Represents [WA State Senate District 14](/us/states/wa/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/cyndy-jacobsen.md b/data/jurisdictions/us/states/wa/people/cyndy-jacobsen.md
index ea13c493ee..8b5cb9e170 100644
--- a/data/jurisdictions/us/states/wa/people/cyndy-jacobsen.md
+++ b/data/jurisdictions/us/states/wa/people/cyndy-jacobsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 25"
+represents: "us/states/wa/districts/house/25"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 25 (WA State House of Representatives District 25).
 
+Represents [WA State House of Representatives District 25](/us/states/wa/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/dan-bronoske.md b/data/jurisdictions/us/states/wa/people/dan-bronoske.md
index 3314489ab4..338051e99c 100644
--- a/data/jurisdictions/us/states/wa/people/dan-bronoske.md
+++ b/data/jurisdictions/us/states/wa/people/dan-bronoske.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 28"
+represents: "us/states/wa/districts/house/28"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 28 (WA State House of Representatives District 28).
 
+Represents [WA State House of Representatives District 28](/us/states/wa/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/dan-griffey.md b/data/jurisdictions/us/states/wa/people/dan-griffey.md
index 386af163ae..29878b61b1 100644
--- a/data/jurisdictions/us/states/wa/people/dan-griffey.md
+++ b/data/jurisdictions/us/states/wa/people/dan-griffey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 35"
+represents: "us/states/wa/districts/house/35"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 35 (WA State House of Representatives District 35).
 
+Represents [WA State House of Representatives District 35](/us/states/wa/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/darya-farivar.md b/data/jurisdictions/us/states/wa/people/darya-farivar.md
index c94bc0c88a..1f7b1a9ed0 100644
--- a/data/jurisdictions/us/states/wa/people/darya-farivar.md
+++ b/data/jurisdictions/us/states/wa/people/darya-farivar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 46"
+represents: "us/states/wa/districts/house/46"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 46 (WA State House of Representatives District 46).
 
+Represents [WA State House of Representatives District 46](/us/states/wa/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/dave-paul.md b/data/jurisdictions/us/states/wa/people/dave-paul.md
index 1d278f588b..c6be17828e 100644
--- a/data/jurisdictions/us/states/wa/people/dave-paul.md
+++ b/data/jurisdictions/us/states/wa/people/dave-paul.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 10"
+represents: "us/states/wa/districts/house/10"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 10 (WA State House of Representatives District 10).
 
+Represents [WA State House of Representatives District 10](/us/states/wa/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/dave-stuebe.md b/data/jurisdictions/us/states/wa/people/dave-stuebe.md
index 13e9eb6ad8..778873b7f9 100644
--- a/data/jurisdictions/us/states/wa/people/dave-stuebe.md
+++ b/data/jurisdictions/us/states/wa/people/dave-stuebe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 17"
+represents: "us/states/wa/districts/house/17"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 17 (WA State House of Representatives District 17).
 
+Represents [WA State House of Representatives District 17](/us/states/wa/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/david-hackney.md b/data/jurisdictions/us/states/wa/people/david-hackney.md
index 9e905d0728..536b060cce 100644
--- a/data/jurisdictions/us/states/wa/people/david-hackney.md
+++ b/data/jurisdictions/us/states/wa/people/david-hackney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 11"
+represents: "us/states/wa/districts/house/11"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 11 (WA State House of Representatives District 11).
 
+Represents [WA State House of Representatives District 11](/us/states/wa/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/davina-duerr.md b/data/jurisdictions/us/states/wa/people/davina-duerr.md
index 3c922acfc1..1ef09a4f64 100644
--- a/data/jurisdictions/us/states/wa/people/davina-duerr.md
+++ b/data/jurisdictions/us/states/wa/people/davina-duerr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 1"
+represents: "us/states/wa/districts/house/1"
 tenure:
   start: "2019-07-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 1 (WA State House of Representatives District 1).
 
+Represents [WA State House of Representatives District 1](/us/states/wa/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/deb-krishnadasan.md b/data/jurisdictions/us/states/wa/people/deb-krishnadasan.md
index 3ac8b8d18f..fca72a5370 100644
--- a/data/jurisdictions/us/states/wa/people/deb-krishnadasan.md
+++ b/data/jurisdictions/us/states/wa/people/deb-krishnadasan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 26"
+represents: "us/states/wa/districts/senate/26"
 tenure:
   start: "2024-12-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 26 (WA State Senate District 26).
 
+Represents [WA State Senate District 26](/us/states/wa/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/deb-manjarrez.md b/data/jurisdictions/us/states/wa/people/deb-manjarrez.md
index d9654565e3..a785473c7f 100644
--- a/data/jurisdictions/us/states/wa/people/deb-manjarrez.md
+++ b/data/jurisdictions/us/states/wa/people/deb-manjarrez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 14"
+represents: "us/states/wa/districts/house/14"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 14 (WA State House of Representatives District 14).
 
+Represents [WA State House of Representatives District 14](/us/states/wa/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/debra-entenman.md b/data/jurisdictions/us/states/wa/people/debra-entenman.md
index 758db65537..0a2f0e5325 100644
--- a/data/jurisdictions/us/states/wa/people/debra-entenman.md
+++ b/data/jurisdictions/us/states/wa/people/debra-entenman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 47"
+represents: "us/states/wa/districts/house/47"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 47 (WA State House of Representatives District 47).
 
+Represents [WA State House of Representatives District 47](/us/states/wa/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/debra-lekanoff.md b/data/jurisdictions/us/states/wa/people/debra-lekanoff.md
index 66d9ce7323..7a4df3a1d6 100644
--- a/data/jurisdictions/us/states/wa/people/debra-lekanoff.md
+++ b/data/jurisdictions/us/states/wa/people/debra-lekanoff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 40"
+represents: "us/states/wa/districts/house/40"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 40 (WA State House of Representatives District 40).
 
+Represents [WA State House of Representatives District 40](/us/states/wa/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/derek-stanford.md b/data/jurisdictions/us/states/wa/people/derek-stanford.md
index 88f6f0691f..2fd1dbbe5b 100644
--- a/data/jurisdictions/us/states/wa/people/derek-stanford.md
+++ b/data/jurisdictions/us/states/wa/people/derek-stanford.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 1"
+represents: "us/states/wa/districts/senate/1"
 tenure:
   start: "2019-07-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 1 (WA State Senate District 1).
 
+Represents [WA State Senate District 1](/us/states/wa/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/drew-hansen.md b/data/jurisdictions/us/states/wa/people/drew-hansen.md
index 220acb77af..38d70341db 100644
--- a/data/jurisdictions/us/states/wa/people/drew-hansen.md
+++ b/data/jurisdictions/us/states/wa/people/drew-hansen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 23"
+represents: "us/states/wa/districts/senate/23"
 tenure:
   start: "2023-09-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 23 (WA State Senate District 23).
 
+Represents [WA State Senate District 23](/us/states/wa/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/drew-macewen.md b/data/jurisdictions/us/states/wa/people/drew-macewen.md
index 661572d79b..5fc2b2d4dd 100644
--- a/data/jurisdictions/us/states/wa/people/drew-macewen.md
+++ b/data/jurisdictions/us/states/wa/people/drew-macewen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 35"
+represents: "us/states/wa/districts/senate/35"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 35 (WA State Senate District 35).
 
+Represents [WA State Senate District 35](/us/states/wa/districts/senate/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/drew-stokesbary.md b/data/jurisdictions/us/states/wa/people/drew-stokesbary.md
index 7b4b259062..203643ae05 100644
--- a/data/jurisdictions/us/states/wa/people/drew-stokesbary.md
+++ b/data/jurisdictions/us/states/wa/people/drew-stokesbary.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 31"
+represents: "us/states/wa/districts/house/31"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 31 (WA State House of Representatives District 31).
 
+Represents [WA State House of Representatives District 31](/us/states/wa/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/ed-orcutt.md b/data/jurisdictions/us/states/wa/people/ed-orcutt.md
index 25ee0c3493..1695b78c42 100644
--- a/data/jurisdictions/us/states/wa/people/ed-orcutt.md
+++ b/data/jurisdictions/us/states/wa/people/ed-orcutt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 20"
+represents: "us/states/wa/districts/house/20"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 20 (WA State House of Representatives District 20).
 
+Represents [WA State House of Representatives District 20](/us/states/wa/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/edwin-obras.md b/data/jurisdictions/us/states/wa/people/edwin-obras.md
index cc10b06d93..476e4b49df 100644
--- a/data/jurisdictions/us/states/wa/people/edwin-obras.md
+++ b/data/jurisdictions/us/states/wa/people/edwin-obras.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 33"
+represents: "us/states/wa/districts/house/33"
 tenure:
   start: "2024-12-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 33 (WA State House of Representatives District 33).
 
+Represents [WA State House of Representatives District 33](/us/states/wa/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/emily-alvarado.md b/data/jurisdictions/us/states/wa/people/emily-alvarado.md
index 46b779a1a6..ed2259cecb 100644
--- a/data/jurisdictions/us/states/wa/people/emily-alvarado.md
+++ b/data/jurisdictions/us/states/wa/people/emily-alvarado.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 34"
+represents: "us/states/wa/districts/senate/34"
 tenure:
   start: "2025-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 34 (WA State Senate District 34).
 
+Represents [WA State Senate District 34](/us/states/wa/districts/senate/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/gerry-pollet.md b/data/jurisdictions/us/states/wa/people/gerry-pollet.md
index 0ed1bd3e4c..d45c1526e3 100644
--- a/data/jurisdictions/us/states/wa/people/gerry-pollet.md
+++ b/data/jurisdictions/us/states/wa/people/gerry-pollet.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 46"
+represents: "us/states/wa/districts/house/46"
 tenure:
   start: "2011-12-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 46 (WA State House of Representatives District 46).
 
+Represents [WA State House of Representatives District 46](/us/states/wa/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/gloria-mendoza.md b/data/jurisdictions/us/states/wa/people/gloria-mendoza.md
index d6416438e5..2ccc0918b1 100644
--- a/data/jurisdictions/us/states/wa/people/gloria-mendoza.md
+++ b/data/jurisdictions/us/states/wa/people/gloria-mendoza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 14"
+represents: "us/states/wa/districts/house/14"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 14 (WA State House of Representatives District 14).
 
+Represents [WA State House of Representatives District 14](/us/states/wa/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/greg-nance.md b/data/jurisdictions/us/states/wa/people/greg-nance.md
index e9176c2806..f9c081f217 100644
--- a/data/jurisdictions/us/states/wa/people/greg-nance.md
+++ b/data/jurisdictions/us/states/wa/people/greg-nance.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 23"
+represents: "us/states/wa/districts/house/23"
 tenure:
   start: "2023-09-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 23 (WA State House of Representatives District 23).
 
+Represents [WA State House of Representatives District 23](/us/states/wa/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/hunter-abell.md b/data/jurisdictions/us/states/wa/people/hunter-abell.md
index 0d8963862d..ad3c2a4169 100644
--- a/data/jurisdictions/us/states/wa/people/hunter-abell.md
+++ b/data/jurisdictions/us/states/wa/people/hunter-abell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 7"
+represents: "us/states/wa/districts/house/7"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 7 (WA State House of Representatives District 7).
 
+Represents [WA State House of Representatives District 7](/us/states/wa/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jake-fey.md b/data/jurisdictions/us/states/wa/people/jake-fey.md
index 342496b79c..6a4a76e3e4 100644
--- a/data/jurisdictions/us/states/wa/people/jake-fey.md
+++ b/data/jurisdictions/us/states/wa/people/jake-fey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 27"
+represents: "us/states/wa/districts/house/27"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 27 (WA State House of Representatives District 27).
 
+Represents [WA State House of Representatives District 27](/us/states/wa/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jamie-pedersen.md b/data/jurisdictions/us/states/wa/people/jamie-pedersen.md
index f35388d888..4995a99536 100644
--- a/data/jurisdictions/us/states/wa/people/jamie-pedersen.md
+++ b/data/jurisdictions/us/states/wa/people/jamie-pedersen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 43"
+represents: "us/states/wa/districts/senate/43"
 tenure:
   start: "2013-12-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 43 (WA State Senate District 43).
 
+Represents [WA State Senate District 43](/us/states/wa/districts/senate/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jamila-taylor.md b/data/jurisdictions/us/states/wa/people/jamila-taylor.md
index 53c91ba0df..e34eef6e21 100644
--- a/data/jurisdictions/us/states/wa/people/jamila-taylor.md
+++ b/data/jurisdictions/us/states/wa/people/jamila-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 30"
+represents: "us/states/wa/districts/house/30"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 30 (WA State House of Representatives District 30).
 
+Represents [WA State House of Representatives District 30](/us/states/wa/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/janice-zahn.md b/data/jurisdictions/us/states/wa/people/janice-zahn.md
index 787c3f653a..cdd9129b75 100644
--- a/data/jurisdictions/us/states/wa/people/janice-zahn.md
+++ b/data/jurisdictions/us/states/wa/people/janice-zahn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 41"
+represents: "us/states/wa/districts/house/41"
 tenure:
   start: "2025-01-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 41 (WA State House of Representatives District 41).
 
+Represents [WA State House of Representatives District 41](/us/states/wa/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/javier-valdez.md b/data/jurisdictions/us/states/wa/people/javier-valdez.md
index 1c6f717cdb..3a8ea5d37b 100644
--- a/data/jurisdictions/us/states/wa/people/javier-valdez.md
+++ b/data/jurisdictions/us/states/wa/people/javier-valdez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 46"
+represents: "us/states/wa/districts/senate/46"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 46 (WA State Senate District 46).
 
+Represents [WA State Senate District 46](/us/states/wa/districts/senate/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jeff-holy.md b/data/jurisdictions/us/states/wa/people/jeff-holy.md
index 64d5e68847..60cdcac328 100644
--- a/data/jurisdictions/us/states/wa/people/jeff-holy.md
+++ b/data/jurisdictions/us/states/wa/people/jeff-holy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 6"
+represents: "us/states/wa/districts/senate/6"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 6 (WA State Senate District 6).
 
+Represents [WA State Senate District 6](/us/states/wa/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jeff-wilson.md b/data/jurisdictions/us/states/wa/people/jeff-wilson.md
index 0c8b5915e2..73b01d0800 100644
--- a/data/jurisdictions/us/states/wa/people/jeff-wilson.md
+++ b/data/jurisdictions/us/states/wa/people/jeff-wilson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 19"
+represents: "us/states/wa/districts/senate/19"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 19 (WA State Senate District 19).
 
+Represents [WA State Senate District 19](/us/states/wa/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jenny-graham.md b/data/jurisdictions/us/states/wa/people/jenny-graham.md
index 311ac617d8..f81a6e6acf 100644
--- a/data/jurisdictions/us/states/wa/people/jenny-graham.md
+++ b/data/jurisdictions/us/states/wa/people/jenny-graham.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 6"
+represents: "us/states/wa/districts/house/6"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 6 (WA State House of Representatives District 6).
 
+Represents [WA State House of Representatives District 6](/us/states/wa/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jeremie-dufault.md b/data/jurisdictions/us/states/wa/people/jeremie-dufault.md
index 56d1bd8b94..e3cd984352 100644
--- a/data/jurisdictions/us/states/wa/people/jeremie-dufault.md
+++ b/data/jurisdictions/us/states/wa/people/jeremie-dufault.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 15"
+represents: "us/states/wa/districts/house/15"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 15 (WA State House of Representatives District 15).
 
+Represents [WA State House of Representatives District 15](/us/states/wa/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jess-bateman.md b/data/jurisdictions/us/states/wa/people/jess-bateman.md
index b689fedda1..e7ca6ca502 100644
--- a/data/jurisdictions/us/states/wa/people/jess-bateman.md
+++ b/data/jurisdictions/us/states/wa/people/jess-bateman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 22"
+represents: "us/states/wa/districts/senate/22"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 22 (WA State Senate District 22).
 
+Represents [WA State Senate District 22](/us/states/wa/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jesse-salomon.md b/data/jurisdictions/us/states/wa/people/jesse-salomon.md
index b58729ffeb..3d1edc2617 100644
--- a/data/jurisdictions/us/states/wa/people/jesse-salomon.md
+++ b/data/jurisdictions/us/states/wa/people/jesse-salomon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 32"
+represents: "us/states/wa/districts/senate/32"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 32 (WA State Senate District 32).
 
+Represents [WA State Senate District 32](/us/states/wa/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jim-mccune.md b/data/jurisdictions/us/states/wa/people/jim-mccune.md
index ddb6df3552..e3165937a1 100644
--- a/data/jurisdictions/us/states/wa/people/jim-mccune.md
+++ b/data/jurisdictions/us/states/wa/people/jim-mccune.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 2"
+represents: "us/states/wa/districts/senate/2"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 2 (WA State Senate District 2).
 
+Represents [WA State Senate District 2](/us/states/wa/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/jim-walsh.md b/data/jurisdictions/us/states/wa/people/jim-walsh.md
index c3a600f959..23135fb75c 100644
--- a/data/jurisdictions/us/states/wa/people/jim-walsh.md
+++ b/data/jurisdictions/us/states/wa/people/jim-walsh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 19"
+represents: "us/states/wa/districts/house/19"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 19 (WA State House of Representatives District 19).
 
+Represents [WA State House of Representatives District 19](/us/states/wa/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/joe-fitzgibbon.md b/data/jurisdictions/us/states/wa/people/joe-fitzgibbon.md
index c0ad91bf5c..3515fbe84d 100644
--- a/data/jurisdictions/us/states/wa/people/joe-fitzgibbon.md
+++ b/data/jurisdictions/us/states/wa/people/joe-fitzgibbon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 34"
+represents: "us/states/wa/districts/house/34"
 tenure:
   start: "2010-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 34 (WA State House of Representatives District 34).
 
+Represents [WA State House of Representatives District 34](/us/states/wa/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/joe-schmick.md b/data/jurisdictions/us/states/wa/people/joe-schmick.md
index 0af7bcda60..034d1a34ef 100644
--- a/data/jurisdictions/us/states/wa/people/joe-schmick.md
+++ b/data/jurisdictions/us/states/wa/people/joe-schmick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 9"
+represents: "us/states/wa/districts/house/9"
 tenure:
   start: "2007-11-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 9 (WA State House of Representatives District 9).
 
+Represents [WA State House of Representatives District 9](/us/states/wa/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/joe-timmons.md b/data/jurisdictions/us/states/wa/people/joe-timmons.md
index 32f960ea4f..0948b67f31 100644
--- a/data/jurisdictions/us/states/wa/people/joe-timmons.md
+++ b/data/jurisdictions/us/states/wa/people/joe-timmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 42"
+represents: "us/states/wa/districts/house/42"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 42 (WA State House of Representatives District 42).
 
+Represents [WA State House of Representatives District 42](/us/states/wa/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/joel-mcentire.md b/data/jurisdictions/us/states/wa/people/joel-mcentire.md
index 658424e0fe..2f7ed4414c 100644
--- a/data/jurisdictions/us/states/wa/people/joel-mcentire.md
+++ b/data/jurisdictions/us/states/wa/people/joel-mcentire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 19"
+represents: "us/states/wa/districts/house/19"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 19 (WA State House of Representatives District 19).
 
+Represents [WA State House of Representatives District 19](/us/states/wa/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/john-braun.md b/data/jurisdictions/us/states/wa/people/john-braun.md
index d2262f60b9..d2f9fc0d9e 100644
--- a/data/jurisdictions/us/states/wa/people/john-braun.md
+++ b/data/jurisdictions/us/states/wa/people/john-braun.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 20"
+represents: "us/states/wa/districts/senate/20"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 20 (WA State Senate District 20).
 
+Represents [WA State Senate District 20](/us/states/wa/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/john-ley.md b/data/jurisdictions/us/states/wa/people/john-ley.md
index 8be9ff4649..f6c49fd60d 100644
--- a/data/jurisdictions/us/states/wa/people/john-ley.md
+++ b/data/jurisdictions/us/states/wa/people/john-ley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 18"
+represents: "us/states/wa/districts/house/18"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 18 (WA State House of Representatives District 18).
 
+Represents [WA State House of Representatives District 18](/us/states/wa/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/john-lovick.md b/data/jurisdictions/us/states/wa/people/john-lovick.md
index 8b72069f12..f12bdbf80d 100644
--- a/data/jurisdictions/us/states/wa/people/john-lovick.md
+++ b/data/jurisdictions/us/states/wa/people/john-lovick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 44"
+represents: "us/states/wa/districts/senate/44"
 tenure:
   start: "2021-12-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 44 (WA State Senate District 44).
 
+Represents [WA State Senate District 44](/us/states/wa/districts/senate/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/josh-penner.md b/data/jurisdictions/us/states/wa/people/josh-penner.md
index 0e6147b3aa..7b191c4769 100644
--- a/data/jurisdictions/us/states/wa/people/josh-penner.md
+++ b/data/jurisdictions/us/states/wa/people/josh-penner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 31"
+represents: "us/states/wa/districts/house/31"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 31 (WA State House of Representatives District 31).
 
+Represents [WA State House of Representatives District 31](/us/states/wa/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/judy-warnick.md b/data/jurisdictions/us/states/wa/people/judy-warnick.md
index 49ec4d000a..11b9102067 100644
--- a/data/jurisdictions/us/states/wa/people/judy-warnick.md
+++ b/data/jurisdictions/us/states/wa/people/judy-warnick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 13"
+represents: "us/states/wa/districts/senate/13"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 13 (WA State Senate District 13).
 
+Represents [WA State Senate District 13](/us/states/wa/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/julia-reed.md b/data/jurisdictions/us/states/wa/people/julia-reed.md
index f81e064cb4..4cf5914bcd 100644
--- a/data/jurisdictions/us/states/wa/people/julia-reed.md
+++ b/data/jurisdictions/us/states/wa/people/julia-reed.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 36"
+represents: "us/states/wa/districts/house/36"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 36 (WA State House of Representatives District 36).
 
+Represents [WA State House of Representatives District 36](/us/states/wa/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/julio-cortes.md b/data/jurisdictions/us/states/wa/people/julio-cortes.md
index e34954d650..6b7ea28b82 100644
--- a/data/jurisdictions/us/states/wa/people/julio-cortes.md
+++ b/data/jurisdictions/us/states/wa/people/julio-cortes.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 38"
+represents: "us/states/wa/districts/house/38"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 38 (WA State House of Representatives District 38).
 
+Represents [WA State House of Representatives District 38](/us/states/wa/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/june-robinson.md b/data/jurisdictions/us/states/wa/people/june-robinson.md
index 7ad69f692a..04950ff474 100644
--- a/data/jurisdictions/us/states/wa/people/june-robinson.md
+++ b/data/jurisdictions/us/states/wa/people/june-robinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 38"
+represents: "us/states/wa/districts/senate/38"
 tenure:
   start: "2020-05-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 38 (WA State Senate District 38).
 
+Represents [WA State Senate District 38](/us/states/wa/districts/senate/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/keith-goehner.md b/data/jurisdictions/us/states/wa/people/keith-goehner.md
index 1691fe71fb..254d786675 100644
--- a/data/jurisdictions/us/states/wa/people/keith-goehner.md
+++ b/data/jurisdictions/us/states/wa/people/keith-goehner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 12"
+represents: "us/states/wa/districts/senate/12"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 12 (WA State Senate District 12).
 
+Represents [WA State Senate District 12](/us/states/wa/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/keith-wagoner.md b/data/jurisdictions/us/states/wa/people/keith-wagoner.md
index d2d91ca292..880c0eeead 100644
--- a/data/jurisdictions/us/states/wa/people/keith-wagoner.md
+++ b/data/jurisdictions/us/states/wa/people/keith-wagoner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 39"
+represents: "us/states/wa/districts/senate/39"
 tenure:
   start: "2018-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 39 (WA State Senate District 39).
 
+Represents [WA State Senate District 39](/us/states/wa/districts/senate/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/kevin-waters.md b/data/jurisdictions/us/states/wa/people/kevin-waters.md
index 4bf1fc493a..db7a45ed7a 100644
--- a/data/jurisdictions/us/states/wa/people/kevin-waters.md
+++ b/data/jurisdictions/us/states/wa/people/kevin-waters.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 17"
+represents: "us/states/wa/districts/house/17"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 17 (WA State House of Representatives District 17).
 
+Represents [WA State House of Representatives District 17](/us/states/wa/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/kristine-reeves.md b/data/jurisdictions/us/states/wa/people/kristine-reeves.md
index 56efc32606..5b7eb99131 100644
--- a/data/jurisdictions/us/states/wa/people/kristine-reeves.md
+++ b/data/jurisdictions/us/states/wa/people/kristine-reeves.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 30"
+represents: "us/states/wa/districts/house/30"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 30 (WA State House of Representatives District 30).
 
+Represents [WA State House of Representatives District 30](/us/states/wa/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/larry-springer.md b/data/jurisdictions/us/states/wa/people/larry-springer.md
index 9ca12aa954..f7deb29e3c 100644
--- a/data/jurisdictions/us/states/wa/people/larry-springer.md
+++ b/data/jurisdictions/us/states/wa/people/larry-springer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 45"
+represents: "us/states/wa/districts/house/45"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 45 (WA State House of Representatives District 45).
 
+Represents [WA State House of Representatives District 45](/us/states/wa/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/lauren-davis.md b/data/jurisdictions/us/states/wa/people/lauren-davis.md
index 9aef5d98f1..6a26a26607 100644
--- a/data/jurisdictions/us/states/wa/people/lauren-davis.md
+++ b/data/jurisdictions/us/states/wa/people/lauren-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 32"
+represents: "us/states/wa/districts/house/32"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 32 (WA State House of Representatives District 32).
 
+Represents [WA State House of Representatives District 32](/us/states/wa/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/laurie-jinkins.md b/data/jurisdictions/us/states/wa/people/laurie-jinkins.md
index c0b5773d38..ab37a3e9af 100644
--- a/data/jurisdictions/us/states/wa/people/laurie-jinkins.md
+++ b/data/jurisdictions/us/states/wa/people/laurie-jinkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 27"
+represents: "us/states/wa/districts/house/27"
 tenure:
   start: "2011-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 27 (WA State House of Representatives District 27).
 
+Represents [WA State House of Representatives District 27](/us/states/wa/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/leonard-christian.md b/data/jurisdictions/us/states/wa/people/leonard-christian.md
index d81fc86538..ef965b3a19 100644
--- a/data/jurisdictions/us/states/wa/people/leonard-christian.md
+++ b/data/jurisdictions/us/states/wa/people/leonard-christian.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 4"
+represents: "us/states/wa/districts/senate/4"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 4 (WA State Senate District 4).
 
+Represents [WA State Senate District 4](/us/states/wa/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/lillian-ortiz-self.md b/data/jurisdictions/us/states/wa/people/lillian-ortiz-self.md
index f1d46d068e..791b9b1262 100644
--- a/data/jurisdictions/us/states/wa/people/lillian-ortiz-self.md
+++ b/data/jurisdictions/us/states/wa/people/lillian-ortiz-self.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 21"
+represents: "us/states/wa/districts/house/21"
 tenure:
   start: "2014-01-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 21 (WA State House of Representatives District 21).
 
+Represents [WA State House of Representatives District 21](/us/states/wa/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/lisa-callan.md b/data/jurisdictions/us/states/wa/people/lisa-callan.md
index fcfad55766..8c4a2eb8cc 100644
--- a/data/jurisdictions/us/states/wa/people/lisa-callan.md
+++ b/data/jurisdictions/us/states/wa/people/lisa-callan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 5"
+represents: "us/states/wa/districts/house/5"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 5 (WA State House of Representatives District 5).
 
+Represents [WA State House of Representatives District 5](/us/states/wa/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/lisa-parshley.md b/data/jurisdictions/us/states/wa/people/lisa-parshley.md
index 796626d7a0..fa104ea14d 100644
--- a/data/jurisdictions/us/states/wa/people/lisa-parshley.md
+++ b/data/jurisdictions/us/states/wa/people/lisa-parshley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 22"
+represents: "us/states/wa/districts/house/22"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 22 (WA State House of Representatives District 22).
 
+Represents [WA State House of Representatives District 22](/us/states/wa/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/lisa-wellman.md b/data/jurisdictions/us/states/wa/people/lisa-wellman.md
index 3cbd0c2322..da045bbc41 100644
--- a/data/jurisdictions/us/states/wa/people/lisa-wellman.md
+++ b/data/jurisdictions/us/states/wa/people/lisa-wellman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 41"
+represents: "us/states/wa/districts/senate/41"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 41 (WA State Senate District 41).
 
+Represents [WA State Senate District 41](/us/states/wa/districts/senate/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/liz-berry.md b/data/jurisdictions/us/states/wa/people/liz-berry.md
index dabcce5edc..536b7a6376 100644
--- a/data/jurisdictions/us/states/wa/people/liz-berry.md
+++ b/data/jurisdictions/us/states/wa/people/liz-berry.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 36"
+represents: "us/states/wa/districts/house/36"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 36 (WA State House of Representatives District 36).
 
+Represents [WA State House of Representatives District 36](/us/states/wa/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/liz-lovelett.md b/data/jurisdictions/us/states/wa/people/liz-lovelett.md
index 918a667472..b57b76d8b9 100644
--- a/data/jurisdictions/us/states/wa/people/liz-lovelett.md
+++ b/data/jurisdictions/us/states/wa/people/liz-lovelett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 40"
+represents: "us/states/wa/districts/senate/40"
 tenure:
   start: "2019-02-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 40 (WA State Senate District 40).
 
+Represents [WA State Senate District 40](/us/states/wa/districts/senate/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/manka-dhingra.md b/data/jurisdictions/us/states/wa/people/manka-dhingra.md
index 38e02843b8..113ffec010 100644
--- a/data/jurisdictions/us/states/wa/people/manka-dhingra.md
+++ b/data/jurisdictions/us/states/wa/people/manka-dhingra.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 45"
+represents: "us/states/wa/districts/senate/45"
 tenure:
   start: "2017-11-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 45 (WA State Senate District 45).
 
+Represents [WA State Senate District 45](/us/states/wa/districts/senate/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/marcus-riccelli.md b/data/jurisdictions/us/states/wa/people/marcus-riccelli.md
index 16a794469c..213f074a58 100644
--- a/data/jurisdictions/us/states/wa/people/marcus-riccelli.md
+++ b/data/jurisdictions/us/states/wa/people/marcus-riccelli.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 3"
+represents: "us/states/wa/districts/senate/3"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 3 (WA State Senate District 3).
 
+Represents [WA State Senate District 3](/us/states/wa/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/mari-leavitt.md b/data/jurisdictions/us/states/wa/people/mari-leavitt.md
index 6f30470449..928bde51c4 100644
--- a/data/jurisdictions/us/states/wa/people/mari-leavitt.md
+++ b/data/jurisdictions/us/states/wa/people/mari-leavitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 28"
+represents: "us/states/wa/districts/house/28"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 28 (WA State House of Representatives District 28).
 
+Represents [WA State House of Representatives District 28](/us/states/wa/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/mark-klicker.md b/data/jurisdictions/us/states/wa/people/mark-klicker.md
index b96bb552cf..d0d9bdf42b 100644
--- a/data/jurisdictions/us/states/wa/people/mark-klicker.md
+++ b/data/jurisdictions/us/states/wa/people/mark-klicker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 16"
+represents: "us/states/wa/districts/house/16"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 16 (WA State House of Representatives District 16).
 
+Represents [WA State House of Representatives District 16](/us/states/wa/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/mark-schoesler.md b/data/jurisdictions/us/states/wa/people/mark-schoesler.md
index 4717fd6007..c6b41d7e62 100644
--- a/data/jurisdictions/us/states/wa/people/mark-schoesler.md
+++ b/data/jurisdictions/us/states/wa/people/mark-schoesler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 9"
+represents: "us/states/wa/districts/senate/9"
 tenure:
   start: "2005-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 9 (WA State Senate District 9).
 
+Represents [WA State Senate District 9](/us/states/wa/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/marko-liias.md b/data/jurisdictions/us/states/wa/people/marko-liias.md
index 1e12f4c9ac..e46cb9c8ad 100644
--- a/data/jurisdictions/us/states/wa/people/marko-liias.md
+++ b/data/jurisdictions/us/states/wa/people/marko-liias.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 21"
+represents: "us/states/wa/districts/senate/21"
 tenure:
   start: "2014-01-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 21 (WA State Senate District 21).
 
+Represents [WA State Senate District 21](/us/states/wa/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/mary-dye.md b/data/jurisdictions/us/states/wa/people/mary-dye.md
index 51e51c7601..5204b691eb 100644
--- a/data/jurisdictions/us/states/wa/people/mary-dye.md
+++ b/data/jurisdictions/us/states/wa/people/mary-dye.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 9"
+represents: "us/states/wa/districts/house/9"
 tenure:
   start: "2015-05-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 9 (WA State House of Representatives District 9).
 
+Represents [WA State House of Representatives District 9](/us/states/wa/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/mary-fosse.md b/data/jurisdictions/us/states/wa/people/mary-fosse.md
index 2e2a141692..e5896d2565 100644
--- a/data/jurisdictions/us/states/wa/people/mary-fosse.md
+++ b/data/jurisdictions/us/states/wa/people/mary-fosse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 38"
+represents: "us/states/wa/districts/house/38"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 38 (WA State House of Representatives District 38).
 
+Represents [WA State House of Representatives District 38](/us/states/wa/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/matt-boehnke.md b/data/jurisdictions/us/states/wa/people/matt-boehnke.md
index c35616abe1..5c29b34d5f 100644
--- a/data/jurisdictions/us/states/wa/people/matt-boehnke.md
+++ b/data/jurisdictions/us/states/wa/people/matt-boehnke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 8"
+represents: "us/states/wa/districts/senate/8"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 8 (WA State Senate District 8).
 
+Represents [WA State Senate District 8](/us/states/wa/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/matt-marshall.md b/data/jurisdictions/us/states/wa/people/matt-marshall.md
index afb2d71b63..def971e6be 100644
--- a/data/jurisdictions/us/states/wa/people/matt-marshall.md
+++ b/data/jurisdictions/us/states/wa/people/matt-marshall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 2"
+represents: "us/states/wa/districts/house/2"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 2 (WA State House of Representatives District 2).
 
+Represents [WA State House of Representatives District 2](/us/states/wa/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/melanie-morgan.md b/data/jurisdictions/us/states/wa/people/melanie-morgan.md
index 138ab30ba7..ac70a66b4d 100644
--- a/data/jurisdictions/us/states/wa/people/melanie-morgan.md
+++ b/data/jurisdictions/us/states/wa/people/melanie-morgan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 29"
+represents: "us/states/wa/districts/house/29"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 29 (WA State House of Representatives District 29).
 
+Represents [WA State House of Representatives District 29](/us/states/wa/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/mia-gregerson.md b/data/jurisdictions/us/states/wa/people/mia-gregerson.md
index 6b3ca67d8f..e09dd3305c 100644
--- a/data/jurisdictions/us/states/wa/people/mia-gregerson.md
+++ b/data/jurisdictions/us/states/wa/people/mia-gregerson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 33"
+represents: "us/states/wa/districts/house/33"
 tenure:
   start: "2013-12-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 33 (WA State House of Representatives District 33).
 
+Represents [WA State House of Representatives District 33](/us/states/wa/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/michael-keaton.md b/data/jurisdictions/us/states/wa/people/michael-keaton.md
index 8d6d3ca459..7094e5c3ac 100644
--- a/data/jurisdictions/us/states/wa/people/michael-keaton.md
+++ b/data/jurisdictions/us/states/wa/people/michael-keaton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 25"
+represents: "us/states/wa/districts/house/25"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 25 (WA State House of Representatives District 25).
 
+Represents [WA State House of Representatives District 25](/us/states/wa/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/michelle-valdez.md b/data/jurisdictions/us/states/wa/people/michelle-valdez.md
index 6459cb401e..a2e64f2ab7 100644
--- a/data/jurisdictions/us/states/wa/people/michelle-valdez.md
+++ b/data/jurisdictions/us/states/wa/people/michelle-valdez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 26"
+represents: "us/states/wa/districts/house/26"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 26 (WA State House of Representatives District 26).
 
+Represents [WA State House of Representatives District 26](/us/states/wa/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/mike-chapman.md b/data/jurisdictions/us/states/wa/people/mike-chapman.md
index 94a6e96f09..8302b1a21d 100644
--- a/data/jurisdictions/us/states/wa/people/mike-chapman.md
+++ b/data/jurisdictions/us/states/wa/people/mike-chapman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 24"
+represents: "us/states/wa/districts/senate/24"
 tenure:
   start: "2024-12-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 24 (WA State Senate District 24).
 
+Represents [WA State Senate District 24](/us/states/wa/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/mike-steele.md b/data/jurisdictions/us/states/wa/people/mike-steele.md
index 9b4e98b2cf..6dd37a888d 100644
--- a/data/jurisdictions/us/states/wa/people/mike-steele.md
+++ b/data/jurisdictions/us/states/wa/people/mike-steele.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 12"
+represents: "us/states/wa/districts/house/12"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 12 (WA State House of Representatives District 12).
 
+Represents [WA State House of Representatives District 12](/us/states/wa/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/mike-volz.md b/data/jurisdictions/us/states/wa/people/mike-volz.md
index e6e2ce2429..acd4f3f170 100644
--- a/data/jurisdictions/us/states/wa/people/mike-volz.md
+++ b/data/jurisdictions/us/states/wa/people/mike-volz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 6"
+represents: "us/states/wa/districts/house/6"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 6 (WA State House of Representatives District 6).
 
+Represents [WA State House of Representatives District 6](/us/states/wa/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/monica-stonier.md b/data/jurisdictions/us/states/wa/people/monica-stonier.md
index a2abe9c6b9..0ae4dd1ea8 100644
--- a/data/jurisdictions/us/states/wa/people/monica-stonier.md
+++ b/data/jurisdictions/us/states/wa/people/monica-stonier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 49"
+represents: "us/states/wa/districts/house/49"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 49 (WA State House of Representatives District 49).
 
+Represents [WA State House of Representatives District 49](/us/states/wa/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/my-linh-thai.md b/data/jurisdictions/us/states/wa/people/my-linh-thai.md
index a22859a266..3906c73ca8 100644
--- a/data/jurisdictions/us/states/wa/people/my-linh-thai.md
+++ b/data/jurisdictions/us/states/wa/people/my-linh-thai.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 41"
+represents: "us/states/wa/districts/house/41"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 41 (WA State House of Representatives District 41).
 
+Represents [WA State House of Representatives District 41](/us/states/wa/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/natasha-hill.md b/data/jurisdictions/us/states/wa/people/natasha-hill.md
index 40b430b9ab..430b7ae5eb 100644
--- a/data/jurisdictions/us/states/wa/people/natasha-hill.md
+++ b/data/jurisdictions/us/states/wa/people/natasha-hill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 3"
+represents: "us/states/wa/districts/house/3"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 3 (WA State House of Representatives District 3).
 
+Represents [WA State House of Representatives District 3](/us/states/wa/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/nicole-macri.md b/data/jurisdictions/us/states/wa/people/nicole-macri.md
index 2c4826f203..57757734e6 100644
--- a/data/jurisdictions/us/states/wa/people/nicole-macri.md
+++ b/data/jurisdictions/us/states/wa/people/nicole-macri.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 43"
+represents: "us/states/wa/districts/house/43"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 43 (WA State House of Representatives District 43).
 
+Represents [WA State House of Representatives District 43](/us/states/wa/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/nikki-torres.md b/data/jurisdictions/us/states/wa/people/nikki-torres.md
index d999b3fee7..1a262205f8 100644
--- a/data/jurisdictions/us/states/wa/people/nikki-torres.md
+++ b/data/jurisdictions/us/states/wa/people/nikki-torres.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 15"
+represents: "us/states/wa/districts/senate/15"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 15 (WA State Senate District 15).
 
+Represents [WA State Senate District 15](/us/states/wa/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/noel-frame.md b/data/jurisdictions/us/states/wa/people/noel-frame.md
index d326812648..9145e1613f 100644
--- a/data/jurisdictions/us/states/wa/people/noel-frame.md
+++ b/data/jurisdictions/us/states/wa/people/noel-frame.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 36"
+represents: "us/states/wa/districts/senate/36"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 36 (WA State Senate District 36).
 
+Represents [WA State Senate District 36](/us/states/wa/districts/senate/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/osman-salahuddin.md b/data/jurisdictions/us/states/wa/people/osman-salahuddin.md
index 2293cec24c..1bc6c3485c 100644
--- a/data/jurisdictions/us/states/wa/people/osman-salahuddin.md
+++ b/data/jurisdictions/us/states/wa/people/osman-salahuddin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 48"
+represents: "us/states/wa/districts/house/48"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 48 (WA State House of Representatives District 48).
 
+Represents [WA State House of Representatives District 48](/us/states/wa/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/paul-harris.md b/data/jurisdictions/us/states/wa/people/paul-harris.md
index ffb5e958e5..a01d784900 100644
--- a/data/jurisdictions/us/states/wa/people/paul-harris.md
+++ b/data/jurisdictions/us/states/wa/people/paul-harris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 17"
+represents: "us/states/wa/districts/senate/17"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 17 (WA State Senate District 17).
 
+Represents [WA State Senate District 17](/us/states/wa/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/perry-dozier.md b/data/jurisdictions/us/states/wa/people/perry-dozier.md
index d732359bbf..5b32eb9b38 100644
--- a/data/jurisdictions/us/states/wa/people/perry-dozier.md
+++ b/data/jurisdictions/us/states/wa/people/perry-dozier.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 16"
+represents: "us/states/wa/districts/senate/16"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 16 (WA State Senate District 16).
 
+Represents [WA State Senate District 16](/us/states/wa/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/peter-abbarno.md b/data/jurisdictions/us/states/wa/people/peter-abbarno.md
index e7e736c572..9a4a249749 100644
--- a/data/jurisdictions/us/states/wa/people/peter-abbarno.md
+++ b/data/jurisdictions/us/states/wa/people/peter-abbarno.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 20"
+represents: "us/states/wa/districts/house/20"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 20 (WA State House of Representatives District 20).
 
+Represents [WA State House of Representatives District 20](/us/states/wa/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/phil-fortunato.md b/data/jurisdictions/us/states/wa/people/phil-fortunato.md
index 35a6552b6f..12ff50966b 100644
--- a/data/jurisdictions/us/states/wa/people/phil-fortunato.md
+++ b/data/jurisdictions/us/states/wa/people/phil-fortunato.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 31"
+represents: "us/states/wa/districts/senate/31"
 tenure:
   start: "2017-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 31 (WA State Senate District 31).
 
+Represents [WA State Senate District 31](/us/states/wa/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/rebecca-saldana.md b/data/jurisdictions/us/states/wa/people/rebecca-saldana.md
index 6ce16f237e..658ac5918d 100644
--- a/data/jurisdictions/us/states/wa/people/rebecca-saldana.md
+++ b/data/jurisdictions/us/states/wa/people/rebecca-saldana.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 37"
+represents: "us/states/wa/districts/senate/37"
 tenure:
   start: "2016-12-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 37 (WA State Senate District 37).
 
+Represents [WA State Senate District 37](/us/states/wa/districts/senate/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/rob-chase.md b/data/jurisdictions/us/states/wa/people/rob-chase.md
index 10b556697d..d9e5acbb43 100644
--- a/data/jurisdictions/us/states/wa/people/rob-chase.md
+++ b/data/jurisdictions/us/states/wa/people/rob-chase.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 4"
+represents: "us/states/wa/districts/house/4"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 4 (WA State House of Representatives District 4).
 
+Represents [WA State House of Representatives District 4](/us/states/wa/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/roger-goodman.md b/data/jurisdictions/us/states/wa/people/roger-goodman.md
index 3c380661a5..21f78a5667 100644
--- a/data/jurisdictions/us/states/wa/people/roger-goodman.md
+++ b/data/jurisdictions/us/states/wa/people/roger-goodman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 45"
+represents: "us/states/wa/districts/house/45"
 tenure:
   start: "2007-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 45 (WA State House of Representatives District 45).
 
+Represents [WA State House of Representatives District 45](/us/states/wa/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/ron-muzzall.md b/data/jurisdictions/us/states/wa/people/ron-muzzall.md
index 7db5959a31..10d9aac97e 100644
--- a/data/jurisdictions/us/states/wa/people/ron-muzzall.md
+++ b/data/jurisdictions/us/states/wa/people/ron-muzzall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 10"
+represents: "us/states/wa/districts/senate/10"
 tenure:
   start: "2019-10-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 10 (WA State Senate District 10).
 
+Represents [WA State Senate District 10](/us/states/wa/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/sam-low.md b/data/jurisdictions/us/states/wa/people/sam-low.md
index c585ecf14b..763679fec3 100644
--- a/data/jurisdictions/us/states/wa/people/sam-low.md
+++ b/data/jurisdictions/us/states/wa/people/sam-low.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 39"
+represents: "us/states/wa/districts/house/39"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 39 (WA State House of Representatives District 39).
 
+Represents [WA State House of Representatives District 39](/us/states/wa/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/sharlett-mena.md b/data/jurisdictions/us/states/wa/people/sharlett-mena.md
index 373fa52bec..87bf317a23 100644
--- a/data/jurisdictions/us/states/wa/people/sharlett-mena.md
+++ b/data/jurisdictions/us/states/wa/people/sharlett-mena.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 29"
+represents: "us/states/wa/districts/house/29"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 29 (WA State House of Representatives District 29).
 
+Represents [WA State House of Representatives District 29](/us/states/wa/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/sharon-shewmake.md b/data/jurisdictions/us/states/wa/people/sharon-shewmake.md
index 6745594b6b..271bc7f42e 100644
--- a/data/jurisdictions/us/states/wa/people/sharon-shewmake.md
+++ b/data/jurisdictions/us/states/wa/people/sharon-shewmake.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 42"
+represents: "us/states/wa/districts/senate/42"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 42 (WA State Senate District 42).
 
+Represents [WA State Senate District 42](/us/states/wa/districts/senate/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/sharon-tomiko-santos.md b/data/jurisdictions/us/states/wa/people/sharon-tomiko-santos.md
index 16941c357f..b60c1cc8a1 100644
--- a/data/jurisdictions/us/states/wa/people/sharon-tomiko-santos.md
+++ b/data/jurisdictions/us/states/wa/people/sharon-tomiko-santos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 37"
+represents: "us/states/wa/districts/house/37"
 tenure:
   start: "1999-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 37 (WA State House of Representatives District 37).
 
+Represents [WA State House of Representatives District 37](/us/states/wa/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/sharon-wylie.md b/data/jurisdictions/us/states/wa/people/sharon-wylie.md
index b8986f34c1..b1bc803836 100644
--- a/data/jurisdictions/us/states/wa/people/sharon-wylie.md
+++ b/data/jurisdictions/us/states/wa/people/sharon-wylie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 49"
+represents: "us/states/wa/districts/house/49"
 tenure:
   start: "2011-04-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 49 (WA State House of Representatives District 49).
 
+Represents [WA State House of Representatives District 49](/us/states/wa/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/shaun-scott.md b/data/jurisdictions/us/states/wa/people/shaun-scott.md
index 7ba44667b6..79eec6de37 100644
--- a/data/jurisdictions/us/states/wa/people/shaun-scott.md
+++ b/data/jurisdictions/us/states/wa/people/shaun-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 43"
+represents: "us/states/wa/districts/house/43"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 43 (WA State House of Representatives District 43).
 
+Represents [WA State House of Representatives District 43](/us/states/wa/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/shelley-kloba.md b/data/jurisdictions/us/states/wa/people/shelley-kloba.md
index db863c2cc5..8e49f3c8c3 100644
--- a/data/jurisdictions/us/states/wa/people/shelley-kloba.md
+++ b/data/jurisdictions/us/states/wa/people/shelley-kloba.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 1"
+represents: "us/states/wa/districts/house/1"
 tenure:
   start: "2017-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 1 (WA State House of Representatives District 1).
 
+Represents [WA State House of Representatives District 1](/us/states/wa/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/shelly-short.md b/data/jurisdictions/us/states/wa/people/shelly-short.md
index 8161aee294..c81350de2d 100644
--- a/data/jurisdictions/us/states/wa/people/shelly-short.md
+++ b/data/jurisdictions/us/states/wa/people/shelly-short.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 7"
+represents: "us/states/wa/districts/senate/7"
 tenure:
   start: "2017-02-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 7 (WA State Senate District 7).
 
+Represents [WA State Senate District 7](/us/states/wa/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/skyler-rude.md b/data/jurisdictions/us/states/wa/people/skyler-rude.md
index 6543f9eebb..b32ea84db3 100644
--- a/data/jurisdictions/us/states/wa/people/skyler-rude.md
+++ b/data/jurisdictions/us/states/wa/people/skyler-rude.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 16"
+represents: "us/states/wa/districts/house/16"
 tenure:
   start: "2019-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 16 (WA State House of Representatives District 16).
 
+Represents [WA State House of Representatives District 16](/us/states/wa/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/stephanie-barnard.md b/data/jurisdictions/us/states/wa/people/stephanie-barnard.md
index 307e9f2e29..1855f9d965 100644
--- a/data/jurisdictions/us/states/wa/people/stephanie-barnard.md
+++ b/data/jurisdictions/us/states/wa/people/stephanie-barnard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 8"
+represents: "us/states/wa/districts/house/8"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 8 (WA State House of Representatives District 8).
 
+Represents [WA State House of Representatives District 8](/us/states/wa/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/stephanie-mcclintock.md b/data/jurisdictions/us/states/wa/people/stephanie-mcclintock.md
index eb477ad703..f6bf234184 100644
--- a/data/jurisdictions/us/states/wa/people/stephanie-mcclintock.md
+++ b/data/jurisdictions/us/states/wa/people/stephanie-mcclintock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 18"
+represents: "us/states/wa/districts/house/18"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 18 (WA State House of Representatives District 18).
 
+Represents [WA State House of Representatives District 18](/us/states/wa/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/steve-bergquist.md b/data/jurisdictions/us/states/wa/people/steve-bergquist.md
index f1f3fd9861..585844b431 100644
--- a/data/jurisdictions/us/states/wa/people/steve-bergquist.md
+++ b/data/jurisdictions/us/states/wa/people/steve-bergquist.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 11"
+represents: "us/states/wa/districts/house/11"
 tenure:
   start: "2013-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 11 (WA State House of Representatives District 11).
 
+Represents [WA State House of Representatives District 11](/us/states/wa/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/steve-conway.md b/data/jurisdictions/us/states/wa/people/steve-conway.md
index 9c2e371351..3006d280cd 100644
--- a/data/jurisdictions/us/states/wa/people/steve-conway.md
+++ b/data/jurisdictions/us/states/wa/people/steve-conway.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 29"
+represents: "us/states/wa/districts/senate/29"
 tenure:
   start: "2011-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 29 (WA State Senate District 29).
 
+Represents [WA State Senate District 29](/us/states/wa/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/steve-tharinger.md b/data/jurisdictions/us/states/wa/people/steve-tharinger.md
index 5d38f76639..8781b503c5 100644
--- a/data/jurisdictions/us/states/wa/people/steve-tharinger.md
+++ b/data/jurisdictions/us/states/wa/people/steve-tharinger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 24"
+represents: "us/states/wa/districts/house/24"
 tenure:
   start: "2011-01-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 24 (WA State House of Representatives District 24).
 
+Represents [WA State House of Representatives District 24](/us/states/wa/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/strom-peterson.md b/data/jurisdictions/us/states/wa/people/strom-peterson.md
index 18b91133a8..8092c23bcc 100644
--- a/data/jurisdictions/us/states/wa/people/strom-peterson.md
+++ b/data/jurisdictions/us/states/wa/people/strom-peterson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 21"
+represents: "us/states/wa/districts/house/21"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 21 (WA State House of Representatives District 21).
 
+Represents [WA State House of Representatives District 21](/us/states/wa/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/suzanne-schmidt.md b/data/jurisdictions/us/states/wa/people/suzanne-schmidt.md
index 86cf8d67da..3dbf050c22 100644
--- a/data/jurisdictions/us/states/wa/people/suzanne-schmidt.md
+++ b/data/jurisdictions/us/states/wa/people/suzanne-schmidt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 4"
+represents: "us/states/wa/districts/house/4"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 4 (WA State House of Representatives District 4).
 
+Represents [WA State House of Representatives District 4](/us/states/wa/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/t-wina-nobles.md b/data/jurisdictions/us/states/wa/people/t-wina-nobles.md
index 918dfaf97b..693fff0ef4 100644
--- a/data/jurisdictions/us/states/wa/people/t-wina-nobles.md
+++ b/data/jurisdictions/us/states/wa/people/t-wina-nobles.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 28"
+represents: "us/states/wa/districts/senate/28"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 28 (WA State Senate District 28).
 
+Represents [WA State Senate District 28](/us/states/wa/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/tarra-simmons.md b/data/jurisdictions/us/states/wa/people/tarra-simmons.md
index e32d3befd1..2ccb7a4097 100644
--- a/data/jurisdictions/us/states/wa/people/tarra-simmons.md
+++ b/data/jurisdictions/us/states/wa/people/tarra-simmons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 23"
+represents: "us/states/wa/districts/house/23"
 tenure:
   start: "2021-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 23 (WA State House of Representatives District 23).
 
+Represents [WA State House of Representatives District 23](/us/states/wa/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/timm-ormsby.md b/data/jurisdictions/us/states/wa/people/timm-ormsby.md
index ab7004f73f..b5600358da 100644
--- a/data/jurisdictions/us/states/wa/people/timm-ormsby.md
+++ b/data/jurisdictions/us/states/wa/people/timm-ormsby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 3"
+represents: "us/states/wa/districts/house/3"
 tenure:
   start: "2003-09-30"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 3 (WA State House of Representatives District 3).
 
+Represents [WA State House of Representatives District 3](/us/states/wa/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/tina-orwall.md b/data/jurisdictions/us/states/wa/people/tina-orwall.md
index f73e9d4c00..d1c170f34a 100644
--- a/data/jurisdictions/us/states/wa/people/tina-orwall.md
+++ b/data/jurisdictions/us/states/wa/people/tina-orwall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 33"
+represents: "us/states/wa/districts/senate/33"
 tenure:
   start: "2024-12-10"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 33 (WA State Senate District 33).
 
+Represents [WA State Senate District 33](/us/states/wa/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/tom-dent.md b/data/jurisdictions/us/states/wa/people/tom-dent.md
index f2747133e2..b27f2edef3 100644
--- a/data/jurisdictions/us/states/wa/people/tom-dent.md
+++ b/data/jurisdictions/us/states/wa/people/tom-dent.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 13"
+represents: "us/states/wa/districts/house/13"
 tenure:
   start: "2015-01-12"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 13 (WA State House of Representatives District 13).
 
+Represents [WA State House of Representatives District 13](/us/states/wa/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/travis-couture.md b/data/jurisdictions/us/states/wa/people/travis-couture.md
index 71f5b72c4d..fffe1430c1 100644
--- a/data/jurisdictions/us/states/wa/people/travis-couture.md
+++ b/data/jurisdictions/us/states/wa/people/travis-couture.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 35"
+represents: "us/states/wa/districts/house/35"
 tenure:
   start: "2023-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 35 (WA State House of Representatives District 35).
 
+Represents [WA State House of Representatives District 35](/us/states/wa/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/vandana-slatter.md b/data/jurisdictions/us/states/wa/people/vandana-slatter.md
index 69625f90ad..7c141593df 100644
--- a/data/jurisdictions/us/states/wa/people/vandana-slatter.md
+++ b/data/jurisdictions/us/states/wa/people/vandana-slatter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 48"
+represents: "us/states/wa/districts/senate/48"
 tenure:
   start: "2025-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 48 (WA State Senate District 48).
 
+Represents [WA State Senate District 48](/us/states/wa/districts/senate/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/victoria-hunt.md b/data/jurisdictions/us/states/wa/people/victoria-hunt.md
index f9026b40e0..e2292ce721 100644
--- a/data/jurisdictions/us/states/wa/people/victoria-hunt.md
+++ b/data/jurisdictions/us/states/wa/people/victoria-hunt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 5"
+represents: "us/states/wa/districts/senate/5"
 tenure:
   start: "2025-06-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 5 (WA State Senate District 5).
 
+Represents [WA State Senate District 5](/us/states/wa/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/yasmin-trudeau.md b/data/jurisdictions/us/states/wa/people/yasmin-trudeau.md
index 91f8a86916..911f7f29ef 100644
--- a/data/jurisdictions/us/states/wa/people/yasmin-trudeau.md
+++ b/data/jurisdictions/us/states/wa/people/yasmin-trudeau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State Senate District 27"
+represents: "us/states/wa/districts/senate/27"
 tenure:
   start: "2021-11-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA Senate District 27 (WA State Senate District 27).
 
+Represents [WA State Senate District 27](/us/states/wa/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wa/people/zach-hall.md b/data/jurisdictions/us/states/wa/people/zach-hall.md
index fe7de23d6f..776468eebe 100644
--- a/data/jurisdictions/us/states/wa/people/zach-hall.md
+++ b/data/jurisdictions/us/states/wa/people/zach-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WA"
 district: "WA State House of Representatives District 5"
+represents: "us/states/wa/districts/house/5"
 tenure:
   start: "2025-06-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WA House District 5 (WA State House of Representatives District 5).
 
+Represents [WA State House of Representatives District 5](/us/states/wa/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/counties/adams/index.md b/data/jurisdictions/us/states/wi/counties/adams/index.md
index 8e9fea5c4c..9dfa9406a8 100644
--- a/data/jurisdictions/us/states/wi/counties/adams/index.md
+++ b/data/jurisdictions/us/states/wi/counties/adams/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 153
   hispanic: 933
   bachelors_plus: 3768
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9973
+  - to: "us/states/wi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.5352
+  - to: "us/states/wi/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2107
+  - to: "us/states/wi/districts/senate/13"
+    rel: in-district
+    area_weight: 0.1498
+  - to: "us/states/wi/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1042
+  - to: "us/states/wi/districts/house/72"
+    rel: in-district
+    area_weight: 0.4808
+  - to: "us/states/wi/districts/house/41"
+    rel: in-district
+    area_weight: 0.2107
+  - to: "us/states/wi/districts/house/39"
+    rel: in-district
+    area_weight: 0.1498
+  - to: "us/states/wi/districts/house/57"
+    rel: in-district
+    area_weight: 0.1042
+  - to: "us/states/wi/districts/house/71"
+    rel: in-district
+    area_weight: 0.0544
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction.
 | Hispanic/Latino | 933 |
 | Bachelor's or higher | 3768 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 24](/us/states/wi/districts/senate/24.md) — 54% (state senate)
+- [WI Senate District 14](/us/states/wi/districts/senate/14.md) — 21% (state senate)
+- [WI Senate District 13](/us/states/wi/districts/senate/13.md) — 15% (state senate)
+- [WI Senate District 19](/us/states/wi/districts/senate/19.md) — 10% (state senate)
+- [WI House District 72](/us/states/wi/districts/house/72.md) — 48% (state house)
+- [WI House District 41](/us/states/wi/districts/house/41.md) — 21% (state house)
+- [WI House District 39](/us/states/wi/districts/house/39.md) — 15% (state house)
+- [WI House District 57](/us/states/wi/districts/house/57.md) — 10% (state house)
+- [WI House District 71](/us/states/wi/districts/house/71.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/ashland/index.md b/data/jurisdictions/us/states/wi/counties/ashland/index.md
index 3db0f98659..40596f218a 100644
--- a/data/jurisdictions/us/states/wi/counties/ashland/index.md
+++ b/data/jurisdictions/us/states/wi/counties/ashland/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1532
   hispanic: 476
   bachelors_plus: 3697
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.4586
+  - to: "us/states/wi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.4567
+  - to: "us/states/wi/districts/house/74"
+    rel: in-district
+    area_weight: 0.331
+  - to: "us/states/wi/districts/house/73"
+    rel: in-district
+    area_weight: 0.1257
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 476 |
 | Bachelor's or higher | 3697 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 46% (congressional)
+- [WI Senate District 25](/us/states/wi/districts/senate/25.md) — 46% (state senate)
+- [WI House District 74](/us/states/wi/districts/house/74.md) — 33% (state house)
+- [WI House District 73](/us/states/wi/districts/house/73.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/barron/index.md b/data/jurisdictions/us/states/wi/counties/barron/index.md
index 07cd9c10a2..b77d491d80 100644
--- a/data/jurisdictions/us/states/wi/counties/barron/index.md
+++ b/data/jurisdictions/us/states/wi/counties/barron/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 195
   hispanic: 1509
   bachelors_plus: 10435
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/67"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1509 |
 | Bachelor's or higher | 10435 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 23](/us/states/wi/districts/senate/23.md) — 100% (state senate)
+- [WI House District 67](/us/states/wi/districts/house/67.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/bayfield/index.md b/data/jurisdictions/us/states/wi/counties/bayfield/index.md
index 5ddc50bc81..c09ddffa83 100644
--- a/data/jurisdictions/us/states/wi/counties/bayfield/index.md
+++ b/data/jurisdictions/us/states/wi/counties/bayfield/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1290
   hispanic: 351
   bachelors_plus: 6252
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.7379
+  - to: "us/states/wi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.7387
+  - to: "us/states/wi/districts/house/73"
+    rel: in-district
+    area_weight: 0.3982
+  - to: "us/states/wi/districts/house/74"
+    rel: in-district
+    area_weight: 0.3405
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 351 |
 | Bachelor's or higher | 6252 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 74% (congressional)
+- [WI Senate District 25](/us/states/wi/districts/senate/25.md) — 74% (state senate)
+- [WI House District 73](/us/states/wi/districts/house/73.md) — 40% (state house)
+- [WI House District 74](/us/states/wi/districts/house/74.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/brown/index.md b/data/jurisdictions/us/states/wi/counties/brown/index.md
index 4eb4bd5053..2777ab48a9 100644
--- a/data/jurisdictions/us/states/wi/counties/brown/index.md
+++ b/data/jurisdictions/us/states/wi/counties/brown/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 5117
   hispanic: 27824
   bachelors_plus: 80364
+districts:
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 0.8685
+  - to: "us/states/wi/districts/senate/1"
+    rel: in-district
+    area_weight: 0.4811
+  - to: "us/states/wi/districts/senate/2"
+    rel: in-district
+    area_weight: 0.228
+  - to: "us/states/wi/districts/senate/30"
+    rel: in-district
+    area_weight: 0.1593
+  - to: "us/states/wi/districts/house/2"
+    rel: in-district
+    area_weight: 0.3342
+  - to: "us/states/wi/districts/house/1"
+    rel: in-district
+    area_weight: 0.1468
+  - to: "us/states/wi/districts/house/4"
+    rel: in-district
+    area_weight: 0.0923
+  - to: "us/states/wi/districts/house/5"
+    rel: in-district
+    area_weight: 0.0798
+  - to: "us/states/wi/districts/house/88"
+    rel: in-district
+    area_weight: 0.0705
+  - to: "us/states/wi/districts/house/6"
+    rel: in-district
+    area_weight: 0.0559
+  - to: "us/states/wi/districts/house/90"
+    rel: in-district
+    area_weight: 0.0473
+  - to: "us/states/wi/districts/house/89"
+    rel: in-district
+    area_weight: 0.0415
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 27824 |
 | Bachelor's or higher | 80364 |
 
+## Districts
+
+- [WI-08](/us/states/wi/districts/08.md) — 87% (congressional)
+- [WI Senate District 1](/us/states/wi/districts/senate/1.md) — 48% (state senate)
+- [WI Senate District 2](/us/states/wi/districts/senate/2.md) — 23% (state senate)
+- [WI Senate District 30](/us/states/wi/districts/senate/30.md) — 16% (state senate)
+- [WI House District 2](/us/states/wi/districts/house/2.md) — 33% (state house)
+- [WI House District 1](/us/states/wi/districts/house/1.md) — 15% (state house)
+- [WI House District 4](/us/states/wi/districts/house/4.md) — 9% (state house)
+- [WI House District 5](/us/states/wi/districts/house/5.md) — 8% (state house)
+- [WI House District 88](/us/states/wi/districts/house/88.md) — 7% (state house)
+- [WI House District 6](/us/states/wi/districts/house/6.md) — 6% (state house)
+- [WI House District 90](/us/states/wi/districts/house/90.md) — 5% (state house)
+- [WI House District 89](/us/states/wi/districts/house/89.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/buffalo/index.md b/data/jurisdictions/us/states/wi/counties/buffalo/index.md
index 33ee9634cc..4a2d0c50f6 100644
--- a/data/jurisdictions/us/states/wi/counties/buffalo/index.md
+++ b/data/jurisdictions/us/states/wi/counties/buffalo/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 29
   hispanic: 385
   bachelors_plus: 2816
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/29"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 385 |
 | Bachelor's or higher | 2816 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 10](/us/states/wi/districts/senate/10.md) — 100% (state senate)
+- [WI House District 29](/us/states/wi/districts/house/29.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/burnett/index.md b/data/jurisdictions/us/states/wi/counties/burnett/index.md
index c6f40934a9..66084785e3 100644
--- a/data/jurisdictions/us/states/wi/counties/burnett/index.md
+++ b/data/jurisdictions/us/states/wi/counties/burnett/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 518
   hispanic: 333
   bachelors_plus: 3954
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/house/75"
+    rel: in-district
+    area_weight: 0.809
+  - to: "us/states/wi/districts/house/74"
+    rel: in-district
+    area_weight: 0.1908
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 333 |
 | Bachelor's or higher | 3954 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 25](/us/states/wi/districts/senate/25.md) — 100% (state senate)
+- [WI House District 75](/us/states/wi/districts/house/75.md) — 81% (state house)
+- [WI House District 74](/us/states/wi/districts/house/74.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/calumet/index.md b/data/jurisdictions/us/states/wi/counties/calumet/index.md
index 0cb6ecb2ac..429a82eaf0 100644
--- a/data/jurisdictions/us/states/wi/counties/calumet/index.md
+++ b/data/jurisdictions/us/states/wi/counties/calumet/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 130
   hispanic: 3016
   bachelors_plus: 15692
+districts:
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 0.7758
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 0.2242
+  - to: "us/states/wi/districts/senate/1"
+    rel: in-district
+    area_weight: 0.8048
+  - to: "us/states/wi/districts/house/3"
+    rel: in-district
+    area_weight: 0.8048
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 3016 |
 | Bachelor's or higher | 15692 |
 
+## Districts
+
+- [WI-08](/us/states/wi/districts/08.md) — 78% (congressional)
+- [WI-06](/us/states/wi/districts/06.md) — 22% (congressional)
+- [WI Senate District 1](/us/states/wi/districts/senate/1.md) — 80% (state senate)
+- [WI House District 3](/us/states/wi/districts/house/3.md) — 80% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/chippewa/index.md b/data/jurisdictions/us/states/wi/counties/chippewa/index.md
index dd8b3d8979..26d43508e7 100644
--- a/data/jurisdictions/us/states/wi/counties/chippewa/index.md
+++ b/data/jurisdictions/us/states/wi/counties/chippewa/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 370
   hispanic: 1311
   bachelors_plus: 14675
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.7881
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.2119
+  - to: "us/states/wi/districts/senate/23"
+    rel: in-district
+    area_weight: 0.7811
+  - to: "us/states/wi/districts/senate/31"
+    rel: in-district
+    area_weight: 0.2189
+  - to: "us/states/wi/districts/house/68"
+    rel: in-district
+    area_weight: 0.6973
+  - to: "us/states/wi/districts/house/92"
+    rel: in-district
+    area_weight: 0.1297
+  - to: "us/states/wi/districts/house/91"
+    rel: in-district
+    area_weight: 0.0893
+  - to: "us/states/wi/districts/house/69"
+    rel: in-district
+    area_weight: 0.0463
+  - to: "us/states/wi/districts/house/67"
+    rel: in-district
+    area_weight: 0.0374
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1311 |
 | Bachelor's or higher | 14675 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 79% (congressional)
+- [WI-03](/us/states/wi/districts/03.md) — 21% (congressional)
+- [WI Senate District 23](/us/states/wi/districts/senate/23.md) — 78% (state senate)
+- [WI Senate District 31](/us/states/wi/districts/senate/31.md) — 22% (state senate)
+- [WI House District 68](/us/states/wi/districts/house/68.md) — 70% (state house)
+- [WI House District 92](/us/states/wi/districts/house/92.md) — 13% (state house)
+- [WI House District 91](/us/states/wi/districts/house/91.md) — 9% (state house)
+- [WI House District 69](/us/states/wi/districts/house/69.md) — 5% (state house)
+- [WI House District 67](/us/states/wi/districts/house/67.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/clark/index.md b/data/jurisdictions/us/states/wi/counties/clark/index.md
index 7db1184ee2..74631058b5 100644
--- a/data/jurisdictions/us/states/wi/counties/clark/index.md
+++ b/data/jurisdictions/us/states/wi/counties/clark/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 69
   hispanic: 2232
   bachelors_plus: 3609
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/69"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2232 |
 | Bachelor's or higher | 3609 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 23](/us/states/wi/districts/senate/23.md) — 100% (state senate)
+- [WI House District 69](/us/states/wi/districts/house/69.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/columbia/index.md b/data/jurisdictions/us/states/wi/counties/columbia/index.md
index f3998a9d26..39913239ff 100644
--- a/data/jurisdictions/us/states/wi/counties/columbia/index.md
+++ b/data/jurisdictions/us/states/wi/counties/columbia/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 313
   hispanic: 2385
   bachelors_plus: 14338
+districts:
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/wi/districts/senate/14"
+    rel: in-district
+    area_weight: 0.8631
+  - to: "us/states/wi/districts/senate/13"
+    rel: in-district
+    area_weight: 0.1368
+  - to: "us/states/wi/districts/house/42"
+    rel: in-district
+    area_weight: 0.5055
+  - to: "us/states/wi/districts/house/40"
+    rel: in-district
+    area_weight: 0.3269
+  - to: "us/states/wi/districts/house/39"
+    rel: in-district
+    area_weight: 0.1364
+  - to: "us/states/wi/districts/house/41"
+    rel: in-district
+    area_weight: 0.0307
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 2385 |
 | Bachelor's or higher | 14338 |
 
+## Districts
+
+- [WI-06](/us/states/wi/districts/06.md) — 100% (congressional)
+- [WI Senate District 14](/us/states/wi/districts/senate/14.md) — 86% (state senate)
+- [WI Senate District 13](/us/states/wi/districts/senate/13.md) — 14% (state senate)
+- [WI House District 42](/us/states/wi/districts/house/42.md) — 51% (state house)
+- [WI House District 40](/us/states/wi/districts/house/40.md) — 33% (state house)
+- [WI House District 39](/us/states/wi/districts/house/39.md) — 14% (state house)
+- [WI House District 41](/us/states/wi/districts/house/41.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/crawford/index.md b/data/jurisdictions/us/states/wi/counties/crawford/index.md
index 38adbf9c9f..9e03dfd7ab 100644
--- a/data/jurisdictions/us/states/wi/counties/crawford/index.md
+++ b/data/jurisdictions/us/states/wi/counties/crawford/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 46
   hispanic: 314
   bachelors_plus: 2874
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/49"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 314 |
 | Bachelor's or higher | 2874 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 17](/us/states/wi/districts/senate/17.md) — 100% (state senate)
+- [WI House District 49](/us/states/wi/districts/house/49.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/dane/index.md b/data/jurisdictions/us/states/wi/counties/dane/index.md
index 2ea0151850..ce872f7c2d 100644
--- a/data/jurisdictions/us/states/wi/counties/dane/index.md
+++ b/data/jurisdictions/us/states/wi/counties/dane/index.md
@@ -22,9 +22,66 @@ demographics:
   race_native: 1320
   hispanic: 44744
   bachelors_plus: 295853
+districts:
+  - to: "us/states/wi/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wi/districts/senate/16"
+    rel: in-district
+    area_weight: 0.3899
+  - to: "us/states/wi/districts/senate/27"
+    rel: in-district
+    area_weight: 0.2812
+  - to: "us/states/wi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.2027
+  - to: "us/states/wi/districts/senate/14"
+    rel: in-district
+    area_weight: 0.0713
+  - to: "us/states/wi/districts/senate/26"
+    rel: in-district
+    area_weight: 0.0544
+  - to: "us/states/wi/districts/house/81"
+    rel: in-district
+    area_weight: 0.1941
+  - to: "us/states/wi/districts/house/47"
+    rel: in-district
+    area_weight: 0.159
+  - to: "us/states/wi/districts/house/50"
+    rel: in-district
+    area_weight: 0.1442
+  - to: "us/states/wi/districts/house/46"
+    rel: in-district
+    area_weight: 0.1296
+  - to: "us/states/wi/districts/house/48"
+    rel: in-district
+    area_weight: 0.1013
+  - to: "us/states/wi/districts/house/80"
+    rel: in-district
+    area_weight: 0.0751
+  - to: "us/states/wi/districts/house/42"
+    rel: in-district
+    area_weight: 0.0713
+  - to: "us/states/wi/districts/house/51"
+    rel: in-district
+    area_weight: 0.0585
+  - to: "us/states/wi/districts/house/78"
+    rel: in-district
+    area_weight: 0.0302
+  - to: "us/states/wi/districts/house/77"
+    rel: in-district
+    area_weight: 0.0158
+  - to: "us/states/wi/districts/house/79"
+    rel: in-district
+    area_weight: 0.0119
+  - to: "us/states/wi/districts/house/76"
+    rel: in-district
+    area_weight: 0.0084
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +113,28 @@ County jurisdiction — 6 officeholders mapped.
 | Hispanic/Latino | 44744 |
 | Bachelor's or higher | 295853 |
 
+## Districts
+
+- [WI-02](/us/states/wi/districts/02.md) — 100% (congressional)
+- [WI Senate District 16](/us/states/wi/districts/senate/16.md) — 39% (state senate)
+- [WI Senate District 27](/us/states/wi/districts/senate/27.md) — 28% (state senate)
+- [WI Senate District 17](/us/states/wi/districts/senate/17.md) — 20% (state senate)
+- [WI Senate District 14](/us/states/wi/districts/senate/14.md) — 7% (state senate)
+- [WI Senate District 26](/us/states/wi/districts/senate/26.md) — 5% (state senate)
+- [WI House District 81](/us/states/wi/districts/house/81.md) — 19% (state house)
+- [WI House District 47](/us/states/wi/districts/house/47.md) — 16% (state house)
+- [WI House District 50](/us/states/wi/districts/house/50.md) — 14% (state house)
+- [WI House District 46](/us/states/wi/districts/house/46.md) — 13% (state house)
+- [WI House District 48](/us/states/wi/districts/house/48.md) — 10% (state house)
+- [WI House District 80](/us/states/wi/districts/house/80.md) — 8% (state house)
+- [WI House District 42](/us/states/wi/districts/house/42.md) — 7% (state house)
+- [WI House District 51](/us/states/wi/districts/house/51.md) — 6% (state house)
+- [WI House District 78](/us/states/wi/districts/house/78.md) — 3% (state house)
+- [WI House District 77](/us/states/wi/districts/house/77.md) — 2% (state house)
+- [WI House District 79](/us/states/wi/districts/house/79.md) — 1% (state house)
+- [WI House District 76](/us/states/wi/districts/house/76.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/dodge/index.md b/data/jurisdictions/us/states/wi/counties/dodge/index.md
index a2cd277147..7635472e93 100644
--- a/data/jurisdictions/us/states/wi/counties/dodge/index.md
+++ b/data/jurisdictions/us/states/wi/counties/dodge/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 524
   hispanic: 5941
   bachelors_plus: 16931
+districts:
+  - to: "us/states/wi/districts/05"
+    rel: in-district
+    area_weight: 0.6255
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 0.3745
+  - to: "us/states/wi/districts/senate/13"
+    rel: in-district
+    area_weight: 0.7626
+  - to: "us/states/wi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.1185
+  - to: "us/states/wi/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0786
+  - to: "us/states/wi/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0402
+  - to: "us/states/wi/districts/house/37"
+    rel: in-district
+    area_weight: 0.435
+  - to: "us/states/wi/districts/house/38"
+    rel: in-district
+    area_weight: 0.3277
+  - to: "us/states/wi/districts/house/99"
+    rel: in-district
+    area_weight: 0.1185
+  - to: "us/states/wi/districts/house/48"
+    rel: in-district
+    area_weight: 0.0785
+  - to: "us/states/wi/districts/house/59"
+    rel: in-district
+    area_weight: 0.0402
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 5941 |
 | Bachelor's or higher | 16931 |
 
+## Districts
+
+- [WI-05](/us/states/wi/districts/05.md) — 63% (congressional)
+- [WI-06](/us/states/wi/districts/06.md) — 37% (congressional)
+- [WI Senate District 13](/us/states/wi/districts/senate/13.md) — 76% (state senate)
+- [WI Senate District 33](/us/states/wi/districts/senate/33.md) — 12% (state senate)
+- [WI Senate District 16](/us/states/wi/districts/senate/16.md) — 8% (state senate)
+- [WI Senate District 20](/us/states/wi/districts/senate/20.md) — 4% (state senate)
+- [WI House District 37](/us/states/wi/districts/house/37.md) — 44% (state house)
+- [WI House District 38](/us/states/wi/districts/house/38.md) — 33% (state house)
+- [WI House District 99](/us/states/wi/districts/house/99.md) — 12% (state house)
+- [WI House District 48](/us/states/wi/districts/house/48.md) — 8% (state house)
+- [WI House District 59](/us/states/wi/districts/house/59.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/door/index.md b/data/jurisdictions/us/states/wi/counties/door/index.md
index e05befc3b8..64b555fa63 100644
--- a/data/jurisdictions/us/states/wi/counties/door/index.md
+++ b/data/jurisdictions/us/states/wi/counties/door/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 277
   hispanic: 1266
   bachelors_plus: 12144
+districts:
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 0.215
+  - to: "us/states/wi/districts/senate/1"
+    rel: in-district
+    area_weight: 0.2058
+  - to: "us/states/wi/districts/house/1"
+    rel: in-district
+    area_weight: 0.2058
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1266 |
 | Bachelor's or higher | 12144 |
 
+## Districts
+
+- [WI-08](/us/states/wi/districts/08.md) — 22% (congressional)
+- [WI Senate District 1](/us/states/wi/districts/senate/1.md) — 21% (state senate)
+- [WI House District 1](/us/states/wi/districts/house/1.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/douglas/index.md b/data/jurisdictions/us/states/wi/counties/douglas/index.md
index 6a5018c61e..052952237e 100644
--- a/data/jurisdictions/us/states/wi/counties/douglas/index.md
+++ b/data/jurisdictions/us/states/wi/counties/douglas/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 621
   hispanic: 860
   bachelors_plus: 11794
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.9065
+  - to: "us/states/wi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9067
+  - to: "us/states/wi/districts/house/74"
+    rel: in-district
+    area_weight: 0.5833
+  - to: "us/states/wi/districts/house/73"
+    rel: in-district
+    area_weight: 0.3234
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 860 |
 | Bachelor's or higher | 11794 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 91% (congressional)
+- [WI Senate District 25](/us/states/wi/districts/senate/25.md) — 91% (state senate)
+- [WI House District 74](/us/states/wi/districts/house/74.md) — 58% (state house)
+- [WI House District 73](/us/states/wi/districts/house/73.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/dunn/index.md b/data/jurisdictions/us/states/wi/counties/dunn/index.md
index 42ff380335..c6af0bea66 100644
--- a/data/jurisdictions/us/states/wi/counties/dunn/index.md
+++ b/data/jurisdictions/us/states/wi/counties/dunn/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 49
   hispanic: 1124
   bachelors_plus: 11505
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wi/districts/senate/23"
+    rel: in-district
+    area_weight: 0.4601
+  - to: "us/states/wi/districts/senate/31"
+    rel: in-district
+    area_weight: 0.3509
+  - to: "us/states/wi/districts/senate/10"
+    rel: in-district
+    area_weight: 0.189
+  - to: "us/states/wi/districts/house/67"
+    rel: in-district
+    area_weight: 0.4601
+  - to: "us/states/wi/districts/house/93"
+    rel: in-district
+    area_weight: 0.1965
+  - to: "us/states/wi/districts/house/28"
+    rel: in-district
+    area_weight: 0.189
+  - to: "us/states/wi/districts/house/92"
+    rel: in-district
+    area_weight: 0.1544
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1124 |
 | Bachelor's or higher | 11505 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 23](/us/states/wi/districts/senate/23.md) — 46% (state senate)
+- [WI Senate District 31](/us/states/wi/districts/senate/31.md) — 35% (state senate)
+- [WI Senate District 10](/us/states/wi/districts/senate/10.md) — 19% (state senate)
+- [WI House District 67](/us/states/wi/districts/house/67.md) — 46% (state house)
+- [WI House District 93](/us/states/wi/districts/house/93.md) — 20% (state house)
+- [WI House District 28](/us/states/wi/districts/house/28.md) — 19% (state house)
+- [WI House District 92](/us/states/wi/districts/house/92.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/eau-claire/index.md b/data/jurisdictions/us/states/wi/counties/eau-claire/index.md
index 5fa105c620..3e902059d4 100644
--- a/data/jurisdictions/us/states/wi/counties/eau-claire/index.md
+++ b/data/jurisdictions/us/states/wi/counties/eau-claire/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 289
   hispanic: 3384
   bachelors_plus: 33889
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wi/districts/senate/31"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/91"
+    rel: in-district
+    area_weight: 0.633
+  - to: "us/states/wi/districts/house/93"
+    rel: in-district
+    area_weight: 0.3669
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3384 |
 | Bachelor's or higher | 33889 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 31](/us/states/wi/districts/senate/31.md) — 100% (state senate)
+- [WI House District 91](/us/states/wi/districts/house/91.md) — 63% (state house)
+- [WI House District 93](/us/states/wi/districts/house/93.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/florence/index.md b/data/jurisdictions/us/states/wi/counties/florence/index.md
index 8ab72e21ef..7728ea4639 100644
--- a/data/jurisdictions/us/states/wi/counties/florence/index.md
+++ b/data/jurisdictions/us/states/wi/counties/florence/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 74
   hispanic: 21
   bachelors_plus: 1160
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.9961
+  - to: "us/states/wi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wi/districts/house/36"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 21 |
 | Bachelor's or higher | 1160 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 12](/us/states/wi/districts/senate/12.md) — 100% (state senate)
+- [WI House District 36](/us/states/wi/districts/house/36.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/fond-du-lac/index.md b/data/jurisdictions/us/states/wi/counties/fond-du-lac/index.md
index 08bf98c283..d73053c42e 100644
--- a/data/jurisdictions/us/states/wi/counties/fond-du-lac/index.md
+++ b/data/jurisdictions/us/states/wi/counties/fond-du-lac/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 444
   hispanic: 7129
   bachelors_plus: 21529
+districts:
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/13"
+    rel: in-district
+    area_weight: 0.4752
+  - to: "us/states/wi/districts/senate/20"
+    rel: in-district
+    area_weight: 0.3478
+  - to: "us/states/wi/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1262
+  - to: "us/states/wi/districts/house/39"
+    rel: in-district
+    area_weight: 0.3318
+  - to: "us/states/wi/districts/house/59"
+    rel: in-district
+    area_weight: 0.237
+  - to: "us/states/wi/districts/house/37"
+    rel: in-district
+    area_weight: 0.1433
+  - to: "us/states/wi/districts/house/27"
+    rel: in-district
+    area_weight: 0.1262
+  - to: "us/states/wi/districts/house/60"
+    rel: in-district
+    area_weight: 0.1108
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 7129 |
 | Bachelor's or higher | 21529 |
 
+## Districts
+
+- [WI-06](/us/states/wi/districts/06.md) — 100% (congressional)
+- [WI Senate District 13](/us/states/wi/districts/senate/13.md) — 48% (state senate)
+- [WI Senate District 20](/us/states/wi/districts/senate/20.md) — 35% (state senate)
+- [WI Senate District 9](/us/states/wi/districts/senate/9.md) — 13% (state senate)
+- [WI House District 39](/us/states/wi/districts/house/39.md) — 33% (state house)
+- [WI House District 59](/us/states/wi/districts/house/59.md) — 24% (state house)
+- [WI House District 37](/us/states/wi/districts/house/37.md) — 14% (state house)
+- [WI House District 27](/us/states/wi/districts/house/27.md) — 13% (state house)
+- [WI House District 60](/us/states/wi/districts/house/60.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/forest/index.md b/data/jurisdictions/us/states/wi/counties/forest/index.md
index 0fda3585a4..adc6d97704 100644
--- a/data/jurisdictions/us/states/wi/counties/forest/index.md
+++ b/data/jurisdictions/us/states/wi/counties/forest/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 1061
   hispanic: 206
   bachelors_plus: 1402
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/wi/districts/senate/12"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/house/36"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 206 |
 | Bachelor's or higher | 1402 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 12](/us/states/wi/districts/senate/12.md) — 100% (state senate)
+- [WI House District 36](/us/states/wi/districts/house/36.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/grant/index.md b/data/jurisdictions/us/states/wi/counties/grant/index.md
index 465f782a0e..e63f7290c2 100644
--- a/data/jurisdictions/us/states/wi/counties/grant/index.md
+++ b/data/jurisdictions/us/states/wi/counties/grant/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 80
   hispanic: 1332
   bachelors_plus: 11655
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/49"
+    rel: in-district
+    area_weight: 0.8203
+  - to: "us/states/wi/districts/house/51"
+    rel: in-district
+    area_weight: 0.1796
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1332 |
 | Bachelor's or higher | 11655 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 17](/us/states/wi/districts/senate/17.md) — 100% (state senate)
+- [WI House District 49](/us/states/wi/districts/house/49.md) — 82% (state house)
+- [WI House District 51](/us/states/wi/districts/house/51.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/green-lake/index.md b/data/jurisdictions/us/states/wi/counties/green-lake/index.md
index 356dc41ced..50894123f2 100644
--- a/data/jurisdictions/us/states/wi/counties/green-lake/index.md
+++ b/data/jurisdictions/us/states/wi/counties/green-lake/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 79
   hispanic: 1079
   bachelors_plus: 4206
+districts:
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/13"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/house/39"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1079 |
 | Bachelor's or higher | 4206 |
 
+## Districts
+
+- [WI-06](/us/states/wi/districts/06.md) — 100% (congressional)
+- [WI Senate District 13](/us/states/wi/districts/senate/13.md) — 100% (state senate)
+- [WI House District 39](/us/states/wi/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/green/index.md b/data/jurisdictions/us/states/wi/counties/green/index.md
index 6c1be82793..1169a3f2a3 100644
--- a/data/jurisdictions/us/states/wi/counties/green/index.md
+++ b/data/jurisdictions/us/states/wi/counties/green/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 30
   hispanic: 1567
   bachelors_plus: 9672
+districts:
+  - to: "us/states/wi/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/house/50"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1567 |
 | Bachelor's or higher | 9672 |
 
+## Districts
+
+- [WI-02](/us/states/wi/districts/02.md) — 100% (congressional)
+- [WI Senate District 17](/us/states/wi/districts/senate/17.md) — 100% (state senate)
+- [WI House District 50](/us/states/wi/districts/house/50.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/iowa/index.md b/data/jurisdictions/us/states/wi/counties/iowa/index.md
index bf65d468c7..c84c8f5fe6 100644
--- a/data/jurisdictions/us/states/wi/counties/iowa/index.md
+++ b/data/jurisdictions/us/states/wi/counties/iowa/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 21
   hispanic: 545
   bachelors_plus: 6440
+districts:
+  - to: "us/states/wi/districts/02"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/wi/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/51"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 545 |
 | Bachelor's or higher | 6440 |
 
+## Districts
+
+- [WI-02](/us/states/wi/districts/02.md) — 100% (congressional)
+- [WI Senate District 17](/us/states/wi/districts/senate/17.md) — 100% (state senate)
+- [WI House District 51](/us/states/wi/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/iron/index.md b/data/jurisdictions/us/states/wi/counties/iron/index.md
index 2c3b41d064..4569440b8b 100644
--- a/data/jurisdictions/us/states/wi/counties/iron/index.md
+++ b/data/jurisdictions/us/states/wi/counties/iron/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 14
   hispanic: 100
   bachelors_plus: 1639
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.8716
+  - to: "us/states/wi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.8722
+  - to: "us/states/wi/districts/house/74"
+    rel: in-district
+    area_weight: 0.8721
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 100 |
 | Bachelor's or higher | 1639 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 87% (congressional)
+- [WI Senate District 25](/us/states/wi/districts/senate/25.md) — 87% (state senate)
+- [WI House District 74](/us/states/wi/districts/house/74.md) — 87% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/jackson/index.md b/data/jurisdictions/us/states/wi/counties/jackson/index.md
index 2410755886..cd3d5ebd75 100644
--- a/data/jurisdictions/us/states/wi/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/wi/counties/jackson/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 1000
   hispanic: 781
   bachelors_plus: 3253
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.6796
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.3204
+  - to: "us/states/wi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/70"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 781 |
 | Bachelor's or higher | 3253 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 68% (congressional)
+- [WI-07](/us/states/wi/districts/07.md) — 32% (congressional)
+- [WI Senate District 24](/us/states/wi/districts/senate/24.md) — 100% (state senate)
+- [WI House District 70](/us/states/wi/districts/house/70.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/jefferson/index.md b/data/jurisdictions/us/states/wi/counties/jefferson/index.md
index f785778864..1deacc0d4a 100644
--- a/data/jurisdictions/us/states/wi/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/wi/counties/jefferson/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 362
   hispanic: 7309
   bachelors_plus: 22502
+districts:
+  - to: "us/states/wi/districts/05"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wi/districts/senate/16"
+    rel: in-district
+    area_weight: 0.3863
+  - to: "us/states/wi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.3002
+  - to: "us/states/wi/districts/senate/13"
+    rel: in-district
+    area_weight: 0.2699
+  - to: "us/states/wi/districts/senate/15"
+    rel: in-district
+    area_weight: 0.0436
+  - to: "us/states/wi/districts/house/46"
+    rel: in-district
+    area_weight: 0.3863
+  - to: "us/states/wi/districts/house/38"
+    rel: in-district
+    area_weight: 0.2699
+  - to: "us/states/wi/districts/house/97"
+    rel: in-district
+    area_weight: 0.2374
+  - to: "us/states/wi/districts/house/99"
+    rel: in-district
+    area_weight: 0.0628
+  - to: "us/states/wi/districts/house/43"
+    rel: in-district
+    area_weight: 0.0436
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7309 |
 | Bachelor's or higher | 22502 |
 
+## Districts
+
+- [WI-05](/us/states/wi/districts/05.md) — 100% (congressional)
+- [WI Senate District 16](/us/states/wi/districts/senate/16.md) — 39% (state senate)
+- [WI Senate District 33](/us/states/wi/districts/senate/33.md) — 30% (state senate)
+- [WI Senate District 13](/us/states/wi/districts/senate/13.md) — 27% (state senate)
+- [WI Senate District 15](/us/states/wi/districts/senate/15.md) — 4% (state senate)
+- [WI House District 46](/us/states/wi/districts/house/46.md) — 39% (state house)
+- [WI House District 38](/us/states/wi/districts/house/38.md) — 27% (state house)
+- [WI House District 97](/us/states/wi/districts/house/97.md) — 24% (state house)
+- [WI House District 99](/us/states/wi/districts/house/99.md) — 6% (state house)
+- [WI House District 43](/us/states/wi/districts/house/43.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/juneau/index.md b/data/jurisdictions/us/states/wi/counties/juneau/index.md
index 9d1f782bf9..97c4fd9533 100644
--- a/data/jurisdictions/us/states/wi/counties/juneau/index.md
+++ b/data/jurisdictions/us/states/wi/counties/juneau/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 196
   hispanic: 788
   bachelors_plus: 4380
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.5408
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.4591
+  - to: "us/states/wi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.7883
+  - to: "us/states/wi/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2117
+  - to: "us/states/wi/districts/house/72"
+    rel: in-district
+    area_weight: 0.5362
+  - to: "us/states/wi/districts/house/70"
+    rel: in-district
+    area_weight: 0.2521
+  - to: "us/states/wi/districts/house/41"
+    rel: in-district
+    area_weight: 0.2117
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 788 |
 | Bachelor's or higher | 4380 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 54% (congressional)
+- [WI-07](/us/states/wi/districts/07.md) — 46% (congressional)
+- [WI Senate District 24](/us/states/wi/districts/senate/24.md) — 79% (state senate)
+- [WI Senate District 14](/us/states/wi/districts/senate/14.md) — 21% (state senate)
+- [WI House District 72](/us/states/wi/districts/house/72.md) — 54% (state house)
+- [WI House District 70](/us/states/wi/districts/house/70.md) — 25% (state house)
+- [WI House District 41](/us/states/wi/districts/house/41.md) — 21% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/kenosha/index.md b/data/jurisdictions/us/states/wi/counties/kenosha/index.md
index 584819b924..886e3fef16 100644
--- a/data/jurisdictions/us/states/wi/counties/kenosha/index.md
+++ b/data/jurisdictions/us/states/wi/counties/kenosha/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 663
   hispanic: 25582
   bachelors_plus: 48439
+districts:
+  - to: "us/states/wi/districts/01"
+    rel: in-district
+    area_weight: 0.369
+  - to: "us/states/wi/districts/senate/11"
+    rel: in-district
+    area_weight: 0.2817
+  - to: "us/states/wi/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0871
+  - to: "us/states/wi/districts/house/32"
+    rel: in-district
+    area_weight: 0.2817
+  - to: "us/states/wi/districts/house/64"
+    rel: in-district
+    area_weight: 0.0596
+  - to: "us/states/wi/districts/house/65"
+    rel: in-district
+    area_weight: 0.0275
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 25582 |
 | Bachelor's or higher | 48439 |
 
+## Districts
+
+- [WI-01](/us/states/wi/districts/01.md) — 37% (congressional)
+- [WI Senate District 11](/us/states/wi/districts/senate/11.md) — 28% (state senate)
+- [WI Senate District 22](/us/states/wi/districts/senate/22.md) — 9% (state senate)
+- [WI House District 32](/us/states/wi/districts/house/32.md) — 28% (state house)
+- [WI House District 64](/us/states/wi/districts/house/64.md) — 6% (state house)
+- [WI House District 65](/us/states/wi/districts/house/65.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/kewaunee/index.md b/data/jurisdictions/us/states/wi/counties/kewaunee/index.md
index 32becfefbb..eba9a10c9b 100644
--- a/data/jurisdictions/us/states/wi/counties/kewaunee/index.md
+++ b/data/jurisdictions/us/states/wi/counties/kewaunee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 58
   hispanic: 847
   bachelors_plus: 4330
+districts:
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 0.3168
+  - to: "us/states/wi/districts/senate/1"
+    rel: in-district
+    area_weight: 0.3173
+  - to: "us/states/wi/districts/house/1"
+    rel: in-district
+    area_weight: 0.3173
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 847 |
 | Bachelor's or higher | 4330 |
 
+## Districts
+
+- [WI-08](/us/states/wi/districts/08.md) — 32% (congressional)
+- [WI Senate District 1](/us/states/wi/districts/senate/1.md) — 32% (state senate)
+- [WI House District 1](/us/states/wi/districts/house/1.md) — 32% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/la-crosse/index.md b/data/jurisdictions/us/states/wi/counties/la-crosse/index.md
index 1e3eb2e8d8..a673f5a4e3 100644
--- a/data/jurisdictions/us/states/wi/counties/la-crosse/index.md
+++ b/data/jurisdictions/us/states/wi/counties/la-crosse/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 426
   hispanic: 3269
   bachelors_plus: 39972
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/senate/32"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/94"
+    rel: in-district
+    area_weight: 0.4964
+  - to: "us/states/wi/districts/house/95"
+    rel: in-district
+    area_weight: 0.3672
+  - to: "us/states/wi/districts/house/96"
+    rel: in-district
+    area_weight: 0.1363
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 3269 |
 | Bachelor's or higher | 39972 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 32](/us/states/wi/districts/senate/32.md) — 100% (state senate)
+- [WI House District 94](/us/states/wi/districts/house/94.md) — 50% (state house)
+- [WI House District 95](/us/states/wi/districts/house/95.md) — 37% (state house)
+- [WI House District 96](/us/states/wi/districts/house/96.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/lafayette/index.md b/data/jurisdictions/us/states/wi/counties/lafayette/index.md
index 33e1d1f7ed..b880951053 100644
--- a/data/jurisdictions/us/states/wi/counties/lafayette/index.md
+++ b/data/jurisdictions/us/states/wi/counties/lafayette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 20
   hispanic: 1200
   bachelors_plus: 3346
+districts:
+  - to: "us/states/wi/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/17"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/house/51"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1200 |
 | Bachelor's or higher | 3346 |
 
+## Districts
+
+- [WI-02](/us/states/wi/districts/02.md) — 100% (congressional)
+- [WI Senate District 17](/us/states/wi/districts/senate/17.md) — 100% (state senate)
+- [WI House District 51](/us/states/wi/districts/house/51.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/langlade/index.md b/data/jurisdictions/us/states/wi/counties/langlade/index.md
index 2daf63dc36..40ce95b4ec 100644
--- a/data/jurisdictions/us/states/wi/counties/langlade/index.md
+++ b/data/jurisdictions/us/states/wi/counties/langlade/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 143
   hispanic: 493
   bachelors_plus: 3175
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/35"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 493 |
 | Bachelor's or higher | 3175 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 12](/us/states/wi/districts/senate/12.md) — 100% (state senate)
+- [WI House District 35](/us/states/wi/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/lincoln/index.md b/data/jurisdictions/us/states/wi/counties/lincoln/index.md
index 8552f03b38..fd9375c3a4 100644
--- a/data/jurisdictions/us/states/wi/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/wi/counties/lincoln/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 36
   hispanic: 647
   bachelors_plus: 5624
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/35"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 647 |
 | Bachelor's or higher | 5624 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 12](/us/states/wi/districts/senate/12.md) — 100% (state senate)
+- [WI House District 35](/us/states/wi/districts/house/35.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/manitowoc/index.md b/data/jurisdictions/us/states/wi/counties/manitowoc/index.md
index 81a87794c0..2636329922 100644
--- a/data/jurisdictions/us/states/wi/counties/manitowoc/index.md
+++ b/data/jurisdictions/us/states/wi/counties/manitowoc/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 172
   hispanic: 4474
   bachelors_plus: 17258
+districts:
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 0.3987
+  - to: "us/states/wi/districts/senate/1"
+    rel: in-district
+    area_weight: 0.2504
+  - to: "us/states/wi/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1481
+  - to: "us/states/wi/districts/house/2"
+    rel: in-district
+    area_weight: 0.1541
+  - to: "us/states/wi/districts/house/25"
+    rel: in-district
+    area_weight: 0.1242
+  - to: "us/states/wi/districts/house/3"
+    rel: in-district
+    area_weight: 0.0962
+  - to: "us/states/wi/districts/house/27"
+    rel: in-district
+    area_weight: 0.024
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4474 |
 | Bachelor's or higher | 17258 |
 
+## Districts
+
+- [WI-06](/us/states/wi/districts/06.md) — 40% (congressional)
+- [WI Senate District 1](/us/states/wi/districts/senate/1.md) — 25% (state senate)
+- [WI Senate District 9](/us/states/wi/districts/senate/9.md) — 15% (state senate)
+- [WI House District 2](/us/states/wi/districts/house/2.md) — 15% (state house)
+- [WI House District 25](/us/states/wi/districts/house/25.md) — 12% (state house)
+- [WI House District 3](/us/states/wi/districts/house/3.md) — 10% (state house)
+- [WI House District 27](/us/states/wi/districts/house/27.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/marathon/index.md b/data/jurisdictions/us/states/wi/counties/marathon/index.md
index ee7634fc6b..cf08fff876 100644
--- a/data/jurisdictions/us/states/wi/counties/marathon/index.md
+++ b/data/jurisdictions/us/states/wi/counties/marathon/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 251
   hispanic: 4893
   bachelors_plus: 35449
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wi/districts/senate/29"
+    rel: in-district
+    area_weight: 0.6213
+  - to: "us/states/wi/districts/senate/23"
+    rel: in-district
+    area_weight: 0.1992
+  - to: "us/states/wi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.1795
+  - to: "us/states/wi/districts/house/86"
+    rel: in-district
+    area_weight: 0.2879
+  - to: "us/states/wi/districts/house/87"
+    rel: in-district
+    area_weight: 0.2786
+  - to: "us/states/wi/districts/house/69"
+    rel: in-district
+    area_weight: 0.1992
+  - to: "us/states/wi/districts/house/35"
+    rel: in-district
+    area_weight: 0.1795
+  - to: "us/states/wi/districts/house/85"
+    rel: in-district
+    area_weight: 0.0547
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4893 |
 | Bachelor's or higher | 35449 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 29](/us/states/wi/districts/senate/29.md) — 62% (state senate)
+- [WI Senate District 23](/us/states/wi/districts/senate/23.md) — 20% (state senate)
+- [WI Senate District 12](/us/states/wi/districts/senate/12.md) — 18% (state senate)
+- [WI House District 86](/us/states/wi/districts/house/86.md) — 29% (state house)
+- [WI House District 87](/us/states/wi/districts/house/87.md) — 28% (state house)
+- [WI House District 69](/us/states/wi/districts/house/69.md) — 20% (state house)
+- [WI House District 35](/us/states/wi/districts/house/35.md) — 18% (state house)
+- [WI House District 85](/us/states/wi/districts/house/85.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/marinette/index.md b/data/jurisdictions/us/states/wi/counties/marinette/index.md
index 30cb34051c..362caea60c 100644
--- a/data/jurisdictions/us/states/wi/counties/marinette/index.md
+++ b/data/jurisdictions/us/states/wi/counties/marinette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 120
   hispanic: 1233
   bachelors_plus: 7993
+districts:
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 0.9199
+  - to: "us/states/wi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9222
+  - to: "us/states/wi/districts/house/36"
+    rel: in-district
+    area_weight: 0.9222
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1233 |
 | Bachelor's or higher | 7993 |
 
+## Districts
+
+- [WI-08](/us/states/wi/districts/08.md) — 92% (congressional)
+- [WI Senate District 12](/us/states/wi/districts/senate/12.md) — 92% (state senate)
+- [WI House District 36](/us/states/wi/districts/house/36.md) — 92% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/marquette/index.md b/data/jurisdictions/us/states/wi/counties/marquette/index.md
index 85605333b5..c2e0f68f59 100644
--- a/data/jurisdictions/us/states/wi/counties/marquette/index.md
+++ b/data/jurisdictions/us/states/wi/counties/marquette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 42
   hispanic: 582
   bachelors_plus: 2408
+districts:
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wi/districts/senate/13"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/house/39"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 582 |
 | Bachelor's or higher | 2408 |
 
+## Districts
+
+- [WI-06](/us/states/wi/districts/06.md) — 100% (congressional)
+- [WI Senate District 13](/us/states/wi/districts/senate/13.md) — 100% (state senate)
+- [WI House District 39](/us/states/wi/districts/house/39.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/menominee/index.md b/data/jurisdictions/us/states/wi/counties/menominee/index.md
index 6bd05983e6..9e3e4604b6 100644
--- a/data/jurisdictions/us/states/wi/counties/menominee/index.md
+++ b/data/jurisdictions/us/states/wi/counties/menominee/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 3504
   hispanic: 216
   bachelors_plus: 613
+districts:
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/6"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 216 |
 | Bachelor's or higher | 613 |
 
+## Districts
+
+- [WI-08](/us/states/wi/districts/08.md) — 100% (congressional)
+- [WI Senate District 2](/us/states/wi/districts/senate/2.md) — 100% (state senate)
+- [WI House District 6](/us/states/wi/districts/house/6.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/milwaukee/index.md b/data/jurisdictions/us/states/wi/counties/milwaukee/index.md
index 21bdf04b15..4f17e53f6c 100644
--- a/data/jurisdictions/us/states/wi/counties/milwaukee/index.md
+++ b/data/jurisdictions/us/states/wi/counties/milwaukee/index.md
@@ -22,9 +22,90 @@ demographics:
   race_native: 6170
   hispanic: 157150
   bachelors_plus: 292778
+districts:
+  - to: "us/states/wi/districts/04"
+    rel: in-district
+    area_weight: 0.1176
+  - to: "us/states/wi/districts/01"
+    rel: in-district
+    area_weight: 0.0705
+  - to: "us/states/wi/districts/05"
+    rel: in-district
+    area_weight: 0.0153
+  - to: "us/states/wi/districts/senate/7"
+    rel: in-district
+    area_weight: 0.0481
+  - to: "us/states/wi/districts/senate/21"
+    rel: in-district
+    area_weight: 0.0442
+  - to: "us/states/wi/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0384
+  - to: "us/states/wi/districts/senate/3"
+    rel: in-district
+    area_weight: 0.0209
+  - to: "us/states/wi/districts/senate/5"
+    rel: in-district
+    area_weight: 0.0192
+  - to: "us/states/wi/districts/senate/6"
+    rel: in-district
+    area_weight: 0.0188
+  - to: "us/states/wi/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0139
+  - to: "us/states/wi/districts/house/21"
+    rel: in-district
+    area_weight: 0.0314
+  - to: "us/states/wi/districts/house/63"
+    rel: in-district
+    area_weight: 0.0285
+  - to: "us/states/wi/districts/house/12"
+    rel: in-district
+    area_weight: 0.0165
+  - to: "us/states/wi/districts/house/61"
+    rel: in-district
+    area_weight: 0.0157
+  - to: "us/states/wi/districts/house/23"
+    rel: in-district
+    area_weight: 0.0139
+  - to: "us/states/wi/districts/house/20"
+    rel: in-district
+    area_weight: 0.0116
+  - to: "us/states/wi/districts/house/11"
+    rel: in-district
+    area_weight: 0.0115
+  - to: "us/states/wi/districts/house/10"
+    rel: in-district
+    area_weight: 0.0104
+  - to: "us/states/wi/districts/house/14"
+    rel: in-district
+    area_weight: 0.0104
+  - to: "us/states/wi/districts/house/7"
+    rel: in-district
+    area_weight: 0.0093
+  - to: "us/states/wi/districts/house/13"
+    rel: in-district
+    area_weight: 0.0088
+  - to: "us/states/wi/districts/house/9"
+    rel: in-district
+    area_weight: 0.0073
+  - to: "us/states/wi/districts/house/17"
+    rel: in-district
+    area_weight: 0.0068
+  - to: "us/states/wi/districts/house/16"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/wi/districts/house/18"
+    rel: in-district
+    area_weight: 0.006
+  - to: "us/states/wi/districts/house/19"
+    rel: in-district
+    area_weight: 0.0051
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +137,36 @@ County jurisdiction — 9 officeholders mapped.
 | Hispanic/Latino | 157150 |
 | Bachelor's or higher | 292778 |
 
+## Districts
+
+- [WI-04](/us/states/wi/districts/04.md) — 12% (congressional)
+- [WI-01](/us/states/wi/districts/01.md) — 7% (congressional)
+- [WI-05](/us/states/wi/districts/05.md) — 2% (congressional)
+- [WI Senate District 7](/us/states/wi/districts/senate/7.md) — 5% (state senate)
+- [WI Senate District 21](/us/states/wi/districts/senate/21.md) — 4% (state senate)
+- [WI Senate District 4](/us/states/wi/districts/senate/4.md) — 4% (state senate)
+- [WI Senate District 3](/us/states/wi/districts/senate/3.md) — 2% (state senate)
+- [WI Senate District 5](/us/states/wi/districts/senate/5.md) — 2% (state senate)
+- [WI Senate District 6](/us/states/wi/districts/senate/6.md) — 2% (state senate)
+- [WI Senate District 8](/us/states/wi/districts/senate/8.md) — 1% (state senate)
+- [WI House District 21](/us/states/wi/districts/house/21.md) — 3% (state house)
+- [WI House District 63](/us/states/wi/districts/house/63.md) — 3% (state house)
+- [WI House District 12](/us/states/wi/districts/house/12.md) — 2% (state house)
+- [WI House District 61](/us/states/wi/districts/house/61.md) — 2% (state house)
+- [WI House District 23](/us/states/wi/districts/house/23.md) — 1% (state house)
+- [WI House District 20](/us/states/wi/districts/house/20.md) — 1% (state house)
+- [WI House District 11](/us/states/wi/districts/house/11.md) — 1% (state house)
+- [WI House District 10](/us/states/wi/districts/house/10.md) — 1% (state house)
+- [WI House District 14](/us/states/wi/districts/house/14.md) — 1% (state house)
+- [WI House District 7](/us/states/wi/districts/house/7.md) — 1% (state house)
+- [WI House District 13](/us/states/wi/districts/house/13.md) — 1% (state house)
+- [WI House District 9](/us/states/wi/districts/house/9.md) — 1% (state house)
+- [WI House District 17](/us/states/wi/districts/house/17.md) — 1% (state house)
+- [WI House District 16](/us/states/wi/districts/house/16.md) — 1% (state house)
+- [WI House District 18](/us/states/wi/districts/house/18.md) — 1% (state house)
+- [WI House District 19](/us/states/wi/districts/house/19.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/monroe/index.md b/data/jurisdictions/us/states/wi/counties/monroe/index.md
index a0231b9971..17f9e6287b 100644
--- a/data/jurisdictions/us/states/wi/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/wi/counties/monroe/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 395
   hispanic: 2664
   bachelors_plus: 8719
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.8466
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.1534
+  - to: "us/states/wi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.6656
+  - to: "us/states/wi/districts/senate/32"
+    rel: in-district
+    area_weight: 0.3344
+  - to: "us/states/wi/districts/house/70"
+    rel: in-district
+    area_weight: 0.6655
+  - to: "us/states/wi/districts/house/95"
+    rel: in-district
+    area_weight: 0.3344
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2664 |
 | Bachelor's or higher | 8719 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 85% (congressional)
+- [WI-07](/us/states/wi/districts/07.md) — 15% (congressional)
+- [WI Senate District 24](/us/states/wi/districts/senate/24.md) — 67% (state senate)
+- [WI Senate District 32](/us/states/wi/districts/senate/32.md) — 33% (state senate)
+- [WI House District 70](/us/states/wi/districts/house/70.md) — 67% (state house)
+- [WI House District 95](/us/states/wi/districts/house/95.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/oconto/index.md b/data/jurisdictions/us/states/wi/counties/oconto/index.md
index 555da47a67..38950ef96a 100644
--- a/data/jurisdictions/us/states/wi/counties/oconto/index.md
+++ b/data/jurisdictions/us/states/wi/counties/oconto/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 539
   hispanic: 903
   bachelors_plus: 7121
+districts:
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 0.8849
+  - to: "us/states/wi/districts/senate/2"
+    rel: in-district
+    area_weight: 0.5167
+  - to: "us/states/wi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.3678
+  - to: "us/states/wi/districts/house/36"
+    rel: in-district
+    area_weight: 0.3308
+  - to: "us/states/wi/districts/house/4"
+    rel: in-district
+    area_weight: 0.3305
+  - to: "us/states/wi/districts/house/6"
+    rel: in-district
+    area_weight: 0.1861
+  - to: "us/states/wi/districts/house/35"
+    rel: in-district
+    area_weight: 0.037
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 903 |
 | Bachelor's or higher | 7121 |
 
+## Districts
+
+- [WI-08](/us/states/wi/districts/08.md) — 88% (congressional)
+- [WI Senate District 2](/us/states/wi/districts/senate/2.md) — 52% (state senate)
+- [WI Senate District 12](/us/states/wi/districts/senate/12.md) — 37% (state senate)
+- [WI House District 36](/us/states/wi/districts/house/36.md) — 33% (state house)
+- [WI House District 4](/us/states/wi/districts/house/4.md) — 33% (state house)
+- [WI House District 6](/us/states/wi/districts/house/6.md) — 19% (state house)
+- [WI House District 35](/us/states/wi/districts/house/35.md) — 4% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/oneida/index.md b/data/jurisdictions/us/states/wi/counties/oneida/index.md
index c614584214..4ff276dfbf 100644
--- a/data/jurisdictions/us/states/wi/counties/oneida/index.md
+++ b/data/jurisdictions/us/states/wi/counties/oneida/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 302
   hispanic: 654
   bachelors_plus: 11614
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/34"
+    rel: in-district
+    area_weight: 0.97
+  - to: "us/states/wi/districts/house/35"
+    rel: in-district
+    area_weight: 0.0299
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 654 |
 | Bachelor's or higher | 11614 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 12](/us/states/wi/districts/senate/12.md) — 100% (state senate)
+- [WI House District 34](/us/states/wi/districts/house/34.md) — 97% (state house)
+- [WI House District 35](/us/states/wi/districts/house/35.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/outagamie/index.md b/data/jurisdictions/us/states/wi/counties/outagamie/index.md
index a063b4af44..88fbbca696 100644
--- a/data/jurisdictions/us/states/wi/counties/outagamie/index.md
+++ b/data/jurisdictions/us/states/wi/counties/outagamie/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 2225
   hispanic: 10177
   bachelors_plus: 55703
+districts:
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/19"
+    rel: in-district
+    area_weight: 0.5868
+  - to: "us/states/wi/districts/senate/2"
+    rel: in-district
+    area_weight: 0.3398
+  - to: "us/states/wi/districts/senate/1"
+    rel: in-district
+    area_weight: 0.0373
+  - to: "us/states/wi/districts/senate/18"
+    rel: in-district
+    area_weight: 0.0361
+  - to: "us/states/wi/districts/house/56"
+    rel: in-district
+    area_weight: 0.5333
+  - to: "us/states/wi/districts/house/5"
+    rel: in-district
+    area_weight: 0.3397
+  - to: "us/states/wi/districts/house/57"
+    rel: in-district
+    area_weight: 0.0471
+  - to: "us/states/wi/districts/house/2"
+    rel: in-district
+    area_weight: 0.0373
+  - to: "us/states/wi/districts/house/52"
+    rel: in-district
+    area_weight: 0.034
+  - to: "us/states/wi/districts/house/55"
+    rel: in-district
+    area_weight: 0.0064
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 10177 |
 | Bachelor's or higher | 55703 |
 
+## Districts
+
+- [WI-08](/us/states/wi/districts/08.md) — 100% (congressional)
+- [WI Senate District 19](/us/states/wi/districts/senate/19.md) — 59% (state senate)
+- [WI Senate District 2](/us/states/wi/districts/senate/2.md) — 34% (state senate)
+- [WI Senate District 1](/us/states/wi/districts/senate/1.md) — 4% (state senate)
+- [WI Senate District 18](/us/states/wi/districts/senate/18.md) — 4% (state senate)
+- [WI House District 56](/us/states/wi/districts/house/56.md) — 53% (state house)
+- [WI House District 5](/us/states/wi/districts/house/5.md) — 34% (state house)
+- [WI House District 57](/us/states/wi/districts/house/57.md) — 5% (state house)
+- [WI House District 2](/us/states/wi/districts/house/2.md) — 4% (state house)
+- [WI House District 52](/us/states/wi/districts/house/52.md) — 3% (state house)
+- [WI House District 55](/us/states/wi/districts/house/55.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/ozaukee/index.md b/data/jurisdictions/us/states/wi/counties/ozaukee/index.md
index 8dec8365c0..f01421d794 100644
--- a/data/jurisdictions/us/states/wi/counties/ozaukee/index.md
+++ b/data/jurisdictions/us/states/wi/counties/ozaukee/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 136
   hispanic: 3470
   bachelors_plus: 46119
+districts:
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 0.2095
+  - to: "us/states/wi/districts/senate/8"
+    rel: in-district
+    area_weight: 0.1112
+  - to: "us/states/wi/districts/senate/20"
+    rel: in-district
+    area_weight: 0.0994
+  - to: "us/states/wi/districts/house/59"
+    rel: in-district
+    area_weight: 0.0993
+  - to: "us/states/wi/districts/house/22"
+    rel: in-district
+    area_weight: 0.0935
+  - to: "us/states/wi/districts/house/23"
+    rel: in-district
+    area_weight: 0.0178
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 3470 |
 | Bachelor's or higher | 46119 |
 
+## Districts
+
+- [WI-06](/us/states/wi/districts/06.md) — 21% (congressional)
+- [WI Senate District 8](/us/states/wi/districts/senate/8.md) — 11% (state senate)
+- [WI Senate District 20](/us/states/wi/districts/senate/20.md) — 10% (state senate)
+- [WI House District 59](/us/states/wi/districts/house/59.md) — 10% (state house)
+- [WI House District 22](/us/states/wi/districts/house/22.md) — 9% (state house)
+- [WI House District 23](/us/states/wi/districts/house/23.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/pepin/index.md b/data/jurisdictions/us/states/wi/counties/pepin/index.md
index 3b7510ed02..de227509af 100644
--- a/data/jurisdictions/us/states/wi/counties/pepin/index.md
+++ b/data/jurisdictions/us/states/wi/counties/pepin/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 198
   bachelors_plus: 1566
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/house/29"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 198 |
 | Bachelor's or higher | 1566 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 10](/us/states/wi/districts/senate/10.md) — 100% (state senate)
+- [WI House District 29](/us/states/wi/districts/house/29.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/pierce/index.md b/data/jurisdictions/us/states/wi/counties/pierce/index.md
index 41d1e9ec81..899440f049 100644
--- a/data/jurisdictions/us/states/wi/counties/pierce/index.md
+++ b/data/jurisdictions/us/states/wi/counties/pierce/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 60
   hispanic: 1280
   bachelors_plus: 12201
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/wi/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wi/districts/house/29"
+    rel: in-district
+    area_weight: 0.6797
+  - to: "us/states/wi/districts/house/28"
+    rel: in-district
+    area_weight: 0.179
+  - to: "us/states/wi/districts/house/30"
+    rel: in-district
+    area_weight: 0.1407
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 1280 |
 | Bachelor's or higher | 12201 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 10](/us/states/wi/districts/senate/10.md) — 100% (state senate)
+- [WI House District 29](/us/states/wi/districts/house/29.md) — 68% (state house)
+- [WI House District 28](/us/states/wi/districts/house/28.md) — 18% (state house)
+- [WI House District 30](/us/states/wi/districts/house/30.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/polk/index.md b/data/jurisdictions/us/states/wi/counties/polk/index.md
index ef376e63bb..db5021683c 100644
--- a/data/jurisdictions/us/states/wi/counties/polk/index.md
+++ b/data/jurisdictions/us/states/wi/counties/polk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 263
   hispanic: 1008
   bachelors_plus: 10563
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wi/districts/house/75"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1008 |
 | Bachelor's or higher | 10563 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 25](/us/states/wi/districts/senate/25.md) — 100% (state senate)
+- [WI House District 75](/us/states/wi/districts/house/75.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/portage/index.md b/data/jurisdictions/us/states/wi/counties/portage/index.md
index 037b736889..5425a33ba0 100644
--- a/data/jurisdictions/us/states/wi/counties/portage/index.md
+++ b/data/jurisdictions/us/states/wi/counties/portage/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 112
   hispanic: 2956
   bachelors_plus: 20477
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.4937
+  - to: "us/states/wi/districts/senate/29"
+    rel: in-district
+    area_weight: 0.3649
+  - to: "us/states/wi/districts/senate/19"
+    rel: in-district
+    area_weight: 0.1414
+  - to: "us/states/wi/districts/house/71"
+    rel: in-district
+    area_weight: 0.4937
+  - to: "us/states/wi/districts/house/87"
+    rel: in-district
+    area_weight: 0.226
+  - to: "us/states/wi/districts/house/57"
+    rel: in-district
+    area_weight: 0.1414
+  - to: "us/states/wi/districts/house/86"
+    rel: in-district
+    area_weight: 0.1389
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2956 |
 | Bachelor's or higher | 20477 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 24](/us/states/wi/districts/senate/24.md) — 49% (state senate)
+- [WI Senate District 29](/us/states/wi/districts/senate/29.md) — 36% (state senate)
+- [WI Senate District 19](/us/states/wi/districts/senate/19.md) — 14% (state senate)
+- [WI House District 71](/us/states/wi/districts/house/71.md) — 49% (state house)
+- [WI House District 87](/us/states/wi/districts/house/87.md) — 23% (state house)
+- [WI House District 57](/us/states/wi/districts/house/57.md) — 14% (state house)
+- [WI House District 86](/us/states/wi/districts/house/86.md) — 14% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/price/index.md b/data/jurisdictions/us/states/wi/counties/price/index.md
index c97ec9d51f..a8d95f2de2 100644
--- a/data/jurisdictions/us/states/wi/counties/price/index.md
+++ b/data/jurisdictions/us/states/wi/counties/price/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 77
   hispanic: 247
   bachelors_plus: 2536
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/house/68"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 247 |
 | Bachelor's or higher | 2536 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 23](/us/states/wi/districts/senate/23.md) — 100% (state senate)
+- [WI House District 68](/us/states/wi/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/racine/index.md b/data/jurisdictions/us/states/wi/counties/racine/index.md
index 3138c3e953..a7ce7989bd 100644
--- a/data/jurisdictions/us/states/wi/counties/racine/index.md
+++ b/data/jurisdictions/us/states/wi/counties/racine/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 920
   hispanic: 29754
   bachelors_plus: 51594
+districts:
+  - to: "us/states/wi/districts/01"
+    rel: in-district
+    area_weight: 0.4293
+  - to: "us/states/wi/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1664
+  - to: "us/states/wi/districts/senate/21"
+    rel: in-district
+    area_weight: 0.1195
+  - to: "us/states/wi/districts/senate/28"
+    rel: in-district
+    area_weight: 0.0908
+  - to: "us/states/wi/districts/senate/22"
+    rel: in-district
+    area_weight: 0.0528
+  - to: "us/states/wi/districts/house/33"
+    rel: in-district
+    area_weight: 0.1664
+  - to: "us/states/wi/districts/house/63"
+    rel: in-district
+    area_weight: 0.0956
+  - to: "us/states/wi/districts/house/84"
+    rel: in-district
+    area_weight: 0.0908
+  - to: "us/states/wi/districts/house/66"
+    rel: in-district
+    area_weight: 0.0528
+  - to: "us/states/wi/districts/house/62"
+    rel: in-district
+    area_weight: 0.024
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 29754 |
 | Bachelor's or higher | 51594 |
 
+## Districts
+
+- [WI-01](/us/states/wi/districts/01.md) — 43% (congressional)
+- [WI Senate District 11](/us/states/wi/districts/senate/11.md) — 17% (state senate)
+- [WI Senate District 21](/us/states/wi/districts/senate/21.md) — 12% (state senate)
+- [WI Senate District 28](/us/states/wi/districts/senate/28.md) — 9% (state senate)
+- [WI Senate District 22](/us/states/wi/districts/senate/22.md) — 5% (state senate)
+- [WI House District 33](/us/states/wi/districts/house/33.md) — 17% (state house)
+- [WI House District 63](/us/states/wi/districts/house/63.md) — 10% (state house)
+- [WI House District 84](/us/states/wi/districts/house/84.md) — 9% (state house)
+- [WI House District 66](/us/states/wi/districts/house/66.md) — 5% (state house)
+- [WI House District 62](/us/states/wi/districts/house/62.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/richland/index.md b/data/jurisdictions/us/states/wi/counties/richland/index.md
index 323948152d..c79c442edc 100644
--- a/data/jurisdictions/us/states/wi/counties/richland/index.md
+++ b/data/jurisdictions/us/states/wi/counties/richland/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 11
   hispanic: 563
   bachelors_plus: 3403
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wi/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/41"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 563 |
 | Bachelor's or higher | 3403 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 14](/us/states/wi/districts/senate/14.md) — 100% (state senate)
+- [WI House District 41](/us/states/wi/districts/house/41.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/rock/index.md b/data/jurisdictions/us/states/wi/counties/rock/index.md
index 5dea26f61b..012f445bb0 100644
--- a/data/jurisdictions/us/states/wi/counties/rock/index.md
+++ b/data/jurisdictions/us/states/wi/counties/rock/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 564
   hispanic: 16646
   bachelors_plus: 38594
+districts:
+  - to: "us/states/wi/districts/02"
+    rel: in-district
+    area_weight: 0.5485
+  - to: "us/states/wi/districts/01"
+    rel: in-district
+    area_weight: 0.4514
+  - to: "us/states/wi/districts/senate/15"
+    rel: in-district
+    area_weight: 0.8994
+  - to: "us/states/wi/districts/senate/11"
+    rel: in-district
+    area_weight: 0.1002
+  - to: "us/states/wi/districts/house/45"
+    rel: in-district
+    area_weight: 0.3494
+  - to: "us/states/wi/districts/house/44"
+    rel: in-district
+    area_weight: 0.3079
+  - to: "us/states/wi/districts/house/43"
+    rel: in-district
+    area_weight: 0.2422
+  - to: "us/states/wi/districts/house/31"
+    rel: in-district
+    area_weight: 0.1002
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 16646 |
 | Bachelor's or higher | 38594 |
 
+## Districts
+
+- [WI-02](/us/states/wi/districts/02.md) — 55% (congressional)
+- [WI-01](/us/states/wi/districts/01.md) — 45% (congressional)
+- [WI Senate District 15](/us/states/wi/districts/senate/15.md) — 90% (state senate)
+- [WI Senate District 11](/us/states/wi/districts/senate/11.md) — 10% (state senate)
+- [WI House District 45](/us/states/wi/districts/house/45.md) — 35% (state house)
+- [WI House District 44](/us/states/wi/districts/house/44.md) — 31% (state house)
+- [WI House District 43](/us/states/wi/districts/house/43.md) — 24% (state house)
+- [WI House District 31](/us/states/wi/districts/house/31.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/rusk/index.md b/data/jurisdictions/us/states/wi/counties/rusk/index.md
index 6c8920c1b1..33c68ad4c2 100644
--- a/data/jurisdictions/us/states/wi/counties/rusk/index.md
+++ b/data/jurisdictions/us/states/wi/counties/rusk/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 48
   hispanic: 296
   bachelors_plus: 2236
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/23"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/68"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 296 |
 | Bachelor's or higher | 2236 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 23](/us/states/wi/districts/senate/23.md) — 100% (state senate)
+- [WI House District 68](/us/states/wi/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/sauk/index.md b/data/jurisdictions/us/states/wi/counties/sauk/index.md
index 67fbe51aa4..f9b0af7041 100644
--- a/data/jurisdictions/us/states/wi/counties/sauk/index.md
+++ b/data/jurisdictions/us/states/wi/counties/sauk/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 381
   hispanic: 4488
   bachelors_plus: 16555
+districts:
+  - to: "us/states/wi/districts/02"
+    rel: in-district
+    area_weight: 0.8765
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.1225
+  - to: "us/states/wi/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/40"
+    rel: in-district
+    area_weight: 0.5322
+  - to: "us/states/wi/districts/house/41"
+    rel: in-district
+    area_weight: 0.4677
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4488 |
 | Bachelor's or higher | 16555 |
 
+## Districts
+
+- [WI-02](/us/states/wi/districts/02.md) — 88% (congressional)
+- [WI-03](/us/states/wi/districts/03.md) — 12% (congressional)
+- [WI Senate District 14](/us/states/wi/districts/senate/14.md) — 100% (state senate)
+- [WI House District 40](/us/states/wi/districts/house/40.md) — 53% (state house)
+- [WI House District 41](/us/states/wi/districts/house/41.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/sawyer/index.md b/data/jurisdictions/us/states/wi/counties/sawyer/index.md
index 3a62422bfe..68b89236d7 100644
--- a/data/jurisdictions/us/states/wi/counties/sawyer/index.md
+++ b/data/jurisdictions/us/states/wi/counties/sawyer/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2433
   hispanic: 450
   bachelors_plus: 5299
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/74"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 450 |
 | Bachelor's or higher | 5299 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 25](/us/states/wi/districts/senate/25.md) — 100% (state senate)
+- [WI House District 74](/us/states/wi/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/shawano/index.md b/data/jurisdictions/us/states/wi/counties/shawano/index.md
index c5fedf793a..403957df4e 100644
--- a/data/jurisdictions/us/states/wi/counties/shawano/index.md
+++ b/data/jurisdictions/us/states/wi/counties/shawano/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 2485
   hispanic: 1334
   bachelors_plus: 7447
+districts:
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/senate/2"
+    rel: in-district
+    area_weight: 0.6443
+  - to: "us/states/wi/districts/senate/29"
+    rel: in-district
+    area_weight: 0.2777
+  - to: "us/states/wi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.078
+  - to: "us/states/wi/districts/house/6"
+    rel: in-district
+    area_weight: 0.6443
+  - to: "us/states/wi/districts/house/87"
+    rel: in-district
+    area_weight: 0.2777
+  - to: "us/states/wi/districts/house/35"
+    rel: in-district
+    area_weight: 0.078
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 1334 |
 | Bachelor's or higher | 7447 |
 
+## Districts
+
+- [WI-08](/us/states/wi/districts/08.md) — 100% (congressional)
+- [WI Senate District 2](/us/states/wi/districts/senate/2.md) — 64% (state senate)
+- [WI Senate District 29](/us/states/wi/districts/senate/29.md) — 28% (state senate)
+- [WI Senate District 12](/us/states/wi/districts/senate/12.md) — 8% (state senate)
+- [WI House District 6](/us/states/wi/districts/house/6.md) — 64% (state house)
+- [WI House District 87](/us/states/wi/districts/house/87.md) — 28% (state house)
+- [WI House District 35](/us/states/wi/districts/house/35.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/sheboygan/index.md b/data/jurisdictions/us/states/wi/counties/sheboygan/index.md
index f7c9af58f8..fa6253b576 100644
--- a/data/jurisdictions/us/states/wi/counties/sheboygan/index.md
+++ b/data/jurisdictions/us/states/wi/counties/sheboygan/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 229
   hispanic: 9148
   bachelors_plus: 30481
+districts:
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 0.4073
+  - to: "us/states/wi/districts/senate/9"
+    rel: in-district
+    area_weight: 0.3161
+  - to: "us/states/wi/districts/senate/20"
+    rel: in-district
+    area_weight: 0.091
+  - to: "us/states/wi/districts/house/27"
+    rel: in-district
+    area_weight: 0.2618
+  - to: "us/states/wi/districts/house/59"
+    rel: in-district
+    area_weight: 0.091
+  - to: "us/states/wi/districts/house/26"
+    rel: in-district
+    area_weight: 0.0346
+  - to: "us/states/wi/districts/house/25"
+    rel: in-district
+    area_weight: 0.0198
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 9148 |
 | Bachelor's or higher | 30481 |
 
+## Districts
+
+- [WI-06](/us/states/wi/districts/06.md) — 41% (congressional)
+- [WI Senate District 9](/us/states/wi/districts/senate/9.md) — 32% (state senate)
+- [WI Senate District 20](/us/states/wi/districts/senate/20.md) — 9% (state senate)
+- [WI House District 27](/us/states/wi/districts/house/27.md) — 26% (state house)
+- [WI House District 59](/us/states/wi/districts/house/59.md) — 9% (state house)
+- [WI House District 26](/us/states/wi/districts/house/26.md) — 3% (state house)
+- [WI House District 25](/us/states/wi/districts/house/25.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/st-croix/index.md b/data/jurisdictions/us/states/wi/counties/st-croix/index.md
index 07d64df7f8..062f2d440c 100644
--- a/data/jurisdictions/us/states/wi/counties/st-croix/index.md
+++ b/data/jurisdictions/us/states/wi/counties/st-croix/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 60
   hispanic: 2935
   bachelors_plus: 34263
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wi/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/house/28"
+    rel: in-district
+    area_weight: 0.801
+  - to: "us/states/wi/districts/house/30"
+    rel: in-district
+    area_weight: 0.1988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 2935 |
 | Bachelor's or higher | 34263 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 10](/us/states/wi/districts/senate/10.md) — 100% (state senate)
+- [WI House District 28](/us/states/wi/districts/house/28.md) — 80% (state house)
+- [WI House District 30](/us/states/wi/districts/house/30.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/taylor/index.md b/data/jurisdictions/us/states/wi/counties/taylor/index.md
index d389b47e8c..5c2a9a8e13 100644
--- a/data/jurisdictions/us/states/wi/counties/taylor/index.md
+++ b/data/jurisdictions/us/states/wi/counties/taylor/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 40
   hispanic: 599
   bachelors_plus: 3111
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/23"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/house/68"
+    rel: in-district
+    area_weight: 0.8136
+  - to: "us/states/wi/districts/house/69"
+    rel: in-district
+    area_weight: 0.1864
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 599 |
 | Bachelor's or higher | 3111 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 23](/us/states/wi/districts/senate/23.md) — 100% (state senate)
+- [WI House District 68](/us/states/wi/districts/house/68.md) — 81% (state house)
+- [WI House District 69](/us/states/wi/districts/house/69.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/trempealeau/index.md b/data/jurisdictions/us/states/wi/counties/trempealeau/index.md
index 3b9c3b28e3..810af36ebd 100644
--- a/data/jurisdictions/us/states/wi/counties/trempealeau/index.md
+++ b/data/jurisdictions/us/states/wi/counties/trempealeau/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 346
   hispanic: 3997
   bachelors_plus: 5745
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/10"
+    rel: in-district
+    area_weight: 0.638
+  - to: "us/states/wi/districts/senate/32"
+    rel: in-district
+    area_weight: 0.2165
+  - to: "us/states/wi/districts/senate/31"
+    rel: in-district
+    area_weight: 0.1454
+  - to: "us/states/wi/districts/house/29"
+    rel: in-district
+    area_weight: 0.638
+  - to: "us/states/wi/districts/house/94"
+    rel: in-district
+    area_weight: 0.2165
+  - to: "us/states/wi/districts/house/93"
+    rel: in-district
+    area_weight: 0.1454
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3997 |
 | Bachelor's or higher | 5745 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 10](/us/states/wi/districts/senate/10.md) — 64% (state senate)
+- [WI Senate District 32](/us/states/wi/districts/senate/32.md) — 22% (state senate)
+- [WI Senate District 31](/us/states/wi/districts/senate/31.md) — 15% (state senate)
+- [WI House District 29](/us/states/wi/districts/house/29.md) — 64% (state house)
+- [WI House District 94](/us/states/wi/districts/house/94.md) — 22% (state house)
+- [WI House District 93](/us/states/wi/districts/house/93.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/vernon/index.md b/data/jurisdictions/us/states/wi/counties/vernon/index.md
index dda2aa5724..09fa791c02 100644
--- a/data/jurisdictions/us/states/wi/counties/vernon/index.md
+++ b/data/jurisdictions/us/states/wi/counties/vernon/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 19
   hispanic: 548
   bachelors_plus: 6973
+districts:
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/32"
+    rel: in-district
+    area_weight: 0.998
+  - to: "us/states/wi/districts/house/96"
+    rel: in-district
+    area_weight: 0.998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 548 |
 | Bachelor's or higher | 6973 |
 
+## Districts
+
+- [WI-03](/us/states/wi/districts/03.md) — 100% (congressional)
+- [WI Senate District 32](/us/states/wi/districts/senate/32.md) — 100% (state senate)
+- [WI House District 96](/us/states/wi/districts/house/96.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/vilas/index.md b/data/jurisdictions/us/states/wi/counties/vilas/index.md
index fc8ee71d0d..6db97e5e39 100644
--- a/data/jurisdictions/us/states/wi/counties/vilas/index.md
+++ b/data/jurisdictions/us/states/wi/counties/vilas/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2015
   hispanic: 541
   bachelors_plus: 7739
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/34"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 541 |
 | Bachelor's or higher | 7739 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 12](/us/states/wi/districts/senate/12.md) — 100% (state senate)
+- [WI House District 34](/us/states/wi/districts/house/34.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/walworth/index.md b/data/jurisdictions/us/states/wi/counties/walworth/index.md
index 625a4f653d..f58e81ac93 100644
--- a/data/jurisdictions/us/states/wi/counties/walworth/index.md
+++ b/data/jurisdictions/us/states/wi/counties/walworth/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 392
   hispanic: 12821
   bachelors_plus: 31136
+districts:
+  - to: "us/states/wi/districts/01"
+    rel: in-district
+    area_weight: 0.9376
+  - to: "us/states/wi/districts/05"
+    rel: in-district
+    area_weight: 0.0623
+  - to: "us/states/wi/districts/senate/11"
+    rel: in-district
+    area_weight: 0.8719
+  - to: "us/states/wi/districts/senate/15"
+    rel: in-district
+    area_weight: 0.1247
+  - to: "us/states/wi/districts/house/31"
+    rel: in-district
+    area_weight: 0.5362
+  - to: "us/states/wi/districts/house/33"
+    rel: in-district
+    area_weight: 0.2735
+  - to: "us/states/wi/districts/house/43"
+    rel: in-district
+    area_weight: 0.1247
+  - to: "us/states/wi/districts/house/32"
+    rel: in-district
+    area_weight: 0.0623
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 12821 |
 | Bachelor's or higher | 31136 |
 
+## Districts
+
+- [WI-01](/us/states/wi/districts/01.md) — 94% (congressional)
+- [WI-05](/us/states/wi/districts/05.md) — 6% (congressional)
+- [WI Senate District 11](/us/states/wi/districts/senate/11.md) — 87% (state senate)
+- [WI Senate District 15](/us/states/wi/districts/senate/15.md) — 12% (state senate)
+- [WI House District 31](/us/states/wi/districts/house/31.md) — 54% (state house)
+- [WI House District 33](/us/states/wi/districts/house/33.md) — 27% (state house)
+- [WI House District 43](/us/states/wi/districts/house/43.md) — 12% (state house)
+- [WI House District 32](/us/states/wi/districts/house/32.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/washburn/index.md b/data/jurisdictions/us/states/wi/counties/washburn/index.md
index 75f71b37b9..137aa6e2fd 100644
--- a/data/jurisdictions/us/states/wi/counties/washburn/index.md
+++ b/data/jurisdictions/us/states/wi/counties/washburn/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 170
   hispanic: 353
   bachelors_plus: 4238
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wi/districts/senate/25"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/house/74"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 353 |
 | Bachelor's or higher | 4238 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 100% (congressional)
+- [WI Senate District 25](/us/states/wi/districts/senate/25.md) — 100% (state senate)
+- [WI House District 74](/us/states/wi/districts/house/74.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/washington/index.md b/data/jurisdictions/us/states/wi/counties/washington/index.md
index 9958558e66..6698851db5 100644
--- a/data/jurisdictions/us/states/wi/counties/washington/index.md
+++ b/data/jurisdictions/us/states/wi/counties/washington/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 188
   hispanic: 5174
   bachelors_plus: 45596
+districts:
+  - to: "us/states/wi/districts/05"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/senate/20"
+    rel: in-district
+    area_weight: 0.6707
+  - to: "us/states/wi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.2528
+  - to: "us/states/wi/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0765
+  - to: "us/states/wi/districts/house/59"
+    rel: in-district
+    area_weight: 0.3564
+  - to: "us/states/wi/districts/house/58"
+    rel: in-district
+    area_weight: 0.3143
+  - to: "us/states/wi/districts/house/98"
+    rel: in-district
+    area_weight: 0.2526
+  - to: "us/states/wi/districts/house/22"
+    rel: in-district
+    area_weight: 0.0441
+  - to: "us/states/wi/districts/house/24"
+    rel: in-district
+    area_weight: 0.0323
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 5174 |
 | Bachelor's or higher | 45596 |
 
+## Districts
+
+- [WI-05](/us/states/wi/districts/05.md) — 100% (congressional)
+- [WI Senate District 20](/us/states/wi/districts/senate/20.md) — 67% (state senate)
+- [WI Senate District 33](/us/states/wi/districts/senate/33.md) — 25% (state senate)
+- [WI Senate District 8](/us/states/wi/districts/senate/8.md) — 8% (state senate)
+- [WI House District 59](/us/states/wi/districts/house/59.md) — 36% (state house)
+- [WI House District 58](/us/states/wi/districts/house/58.md) — 31% (state house)
+- [WI House District 98](/us/states/wi/districts/house/98.md) — 25% (state house)
+- [WI House District 22](/us/states/wi/districts/house/22.md) — 4% (state house)
+- [WI House District 24](/us/states/wi/districts/house/24.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/waukesha/index.md b/data/jurisdictions/us/states/wi/counties/waukesha/index.md
index 1e5e20d295..f92f006201 100644
--- a/data/jurisdictions/us/states/wi/counties/waukesha/index.md
+++ b/data/jurisdictions/us/states/wi/counties/waukesha/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 1028
   hispanic: 23650
   bachelors_plus: 193682
+districts:
+  - to: "us/states/wi/districts/05"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/senate/33"
+    rel: in-district
+    area_weight: 0.5372
+  - to: "us/states/wi/districts/senate/28"
+    rel: in-district
+    area_weight: 0.2894
+  - to: "us/states/wi/districts/senate/5"
+    rel: in-district
+    area_weight: 0.1101
+  - to: "us/states/wi/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0632
+  - to: "us/states/wi/districts/house/97"
+    rel: in-district
+    area_weight: 0.3264
+  - to: "us/states/wi/districts/house/99"
+    rel: in-district
+    area_weight: 0.1442
+  - to: "us/states/wi/districts/house/84"
+    rel: in-district
+    area_weight: 0.1429
+  - to: "us/states/wi/districts/house/83"
+    rel: in-district
+    area_weight: 0.0952
+  - to: "us/states/wi/districts/house/15"
+    rel: in-district
+    area_weight: 0.084
+  - to: "us/states/wi/districts/house/98"
+    rel: in-district
+    area_weight: 0.0665
+  - to: "us/states/wi/districts/house/24"
+    rel: in-district
+    area_weight: 0.0632
+  - to: "us/states/wi/districts/house/82"
+    rel: in-district
+    area_weight: 0.0514
+  - to: "us/states/wi/districts/house/13"
+    rel: in-district
+    area_weight: 0.0261
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction — 6 officeholders mapped.
 | Hispanic/Latino | 23650 |
 | Bachelor's or higher | 193682 |
 
+## Districts
+
+- [WI-05](/us/states/wi/districts/05.md) — 100% (congressional)
+- [WI Senate District 33](/us/states/wi/districts/senate/33.md) — 54% (state senate)
+- [WI Senate District 28](/us/states/wi/districts/senate/28.md) — 29% (state senate)
+- [WI Senate District 5](/us/states/wi/districts/senate/5.md) — 11% (state senate)
+- [WI Senate District 8](/us/states/wi/districts/senate/8.md) — 6% (state senate)
+- [WI House District 97](/us/states/wi/districts/house/97.md) — 33% (state house)
+- [WI House District 99](/us/states/wi/districts/house/99.md) — 14% (state house)
+- [WI House District 84](/us/states/wi/districts/house/84.md) — 14% (state house)
+- [WI House District 83](/us/states/wi/districts/house/83.md) — 10% (state house)
+- [WI House District 15](/us/states/wi/districts/house/15.md) — 8% (state house)
+- [WI House District 98](/us/states/wi/districts/house/98.md) — 7% (state house)
+- [WI House District 24](/us/states/wi/districts/house/24.md) — 6% (state house)
+- [WI House District 82](/us/states/wi/districts/house/82.md) — 5% (state house)
+- [WI House District 13](/us/states/wi/districts/house/13.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/waupaca/index.md b/data/jurisdictions/us/states/wi/counties/waupaca/index.md
index 1644582758..08d83f8140 100644
--- a/data/jurisdictions/us/states/wi/counties/waupaca/index.md
+++ b/data/jurisdictions/us/states/wi/counties/waupaca/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 109
   hispanic: 2006
   bachelors_plus: 9852
+districts:
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wi/districts/senate/19"
+    rel: in-district
+    area_weight: 0.5664
+  - to: "us/states/wi/districts/senate/29"
+    rel: in-district
+    area_weight: 0.3336
+  - to: "us/states/wi/districts/senate/2"
+    rel: in-district
+    area_weight: 0.1
+  - to: "us/states/wi/districts/house/57"
+    rel: in-district
+    area_weight: 0.424
+  - to: "us/states/wi/districts/house/87"
+    rel: in-district
+    area_weight: 0.3336
+  - to: "us/states/wi/districts/house/56"
+    rel: in-district
+    area_weight: 0.1425
+  - to: "us/states/wi/districts/house/6"
+    rel: in-district
+    area_weight: 0.1
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 2006 |
 | Bachelor's or higher | 9852 |
 
+## Districts
+
+- [WI-08](/us/states/wi/districts/08.md) — 100% (congressional)
+- [WI Senate District 19](/us/states/wi/districts/senate/19.md) — 57% (state senate)
+- [WI Senate District 29](/us/states/wi/districts/senate/29.md) — 33% (state senate)
+- [WI Senate District 2](/us/states/wi/districts/senate/2.md) — 10% (state senate)
+- [WI House District 57](/us/states/wi/districts/house/57.md) — 42% (state house)
+- [WI House District 87](/us/states/wi/districts/house/87.md) — 33% (state house)
+- [WI House District 56](/us/states/wi/districts/house/56.md) — 14% (state house)
+- [WI House District 6](/us/states/wi/districts/house/6.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/waushara/index.md b/data/jurisdictions/us/states/wi/counties/waushara/index.md
index 02274c4c46..4c08e913bf 100644
--- a/data/jurisdictions/us/states/wi/counties/waushara/index.md
+++ b/data/jurisdictions/us/states/wi/counties/waushara/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 160
   hispanic: 1740
   bachelors_plus: 4423
+districts:
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wi/districts/senate/19"
+    rel: in-district
+    area_weight: 0.9986
+  - to: "us/states/wi/districts/house/57"
+    rel: in-district
+    area_weight: 0.9986
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 1740 |
 | Bachelor's or higher | 4423 |
 
+## Districts
+
+- [WI-06](/us/states/wi/districts/06.md) — 100% (congressional)
+- [WI Senate District 19](/us/states/wi/districts/senate/19.md) — 100% (state senate)
+- [WI House District 57](/us/states/wi/districts/house/57.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/winnebago/index.md b/data/jurisdictions/us/states/wi/counties/winnebago/index.md
index c2c88b0958..99c743b2b1 100644
--- a/data/jurisdictions/us/states/wi/counties/winnebago/index.md
+++ b/data/jurisdictions/us/states/wi/counties/winnebago/index.md
@@ -22,9 +22,42 @@ demographics:
   race_native: 657
   hispanic: 8736
   bachelors_plus: 48220
+districts:
+  - to: "us/states/wi/districts/06"
+    rel: in-district
+    area_weight: 0.9199
+  - to: "us/states/wi/districts/08"
+    rel: in-district
+    area_weight: 0.0801
+  - to: "us/states/wi/districts/senate/19"
+    rel: in-district
+    area_weight: 0.6646
+  - to: "us/states/wi/districts/senate/18"
+    rel: in-district
+    area_weight: 0.1168
+  - to: "us/states/wi/districts/senate/13"
+    rel: in-district
+    area_weight: 0.0623
+  - to: "us/states/wi/districts/house/55"
+    rel: in-district
+    area_weight: 0.5461
+  - to: "us/states/wi/districts/house/57"
+    rel: in-district
+    area_weight: 0.1184
+  - to: "us/states/wi/districts/house/54"
+    rel: in-district
+    area_weight: 0.0708
+  - to: "us/states/wi/districts/house/39"
+    rel: in-district
+    area_weight: 0.0623
+  - to: "us/states/wi/districts/house/53"
+    rel: in-district
+    area_weight: 0.046
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +89,20 @@ County jurisdiction — 3 officeholders mapped.
 | Hispanic/Latino | 8736 |
 | Bachelor's or higher | 48220 |
 
+## Districts
+
+- [WI-06](/us/states/wi/districts/06.md) — 92% (congressional)
+- [WI-08](/us/states/wi/districts/08.md) — 8% (congressional)
+- [WI Senate District 19](/us/states/wi/districts/senate/19.md) — 66% (state senate)
+- [WI Senate District 18](/us/states/wi/districts/senate/18.md) — 12% (state senate)
+- [WI Senate District 13](/us/states/wi/districts/senate/13.md) — 6% (state senate)
+- [WI House District 55](/us/states/wi/districts/house/55.md) — 55% (state house)
+- [WI House District 57](/us/states/wi/districts/house/57.md) — 12% (state house)
+- [WI House District 54](/us/states/wi/districts/house/54.md) — 7% (state house)
+- [WI House District 39](/us/states/wi/districts/house/39.md) — 6% (state house)
+- [WI House District 53](/us/states/wi/districts/house/53.md) — 5% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/counties/wood/index.md b/data/jurisdictions/us/states/wi/counties/wood/index.md
index 671de4e43f..56cba9dedf 100644
--- a/data/jurisdictions/us/states/wi/counties/wood/index.md
+++ b/data/jurisdictions/us/states/wi/counties/wood/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 205
   hispanic: 2763
   bachelors_plus: 14860
+districts:
+  - to: "us/states/wi/districts/07"
+    rel: in-district
+    area_weight: 0.5629
+  - to: "us/states/wi/districts/03"
+    rel: in-district
+    area_weight: 0.4371
+  - to: "us/states/wi/districts/senate/29"
+    rel: in-district
+    area_weight: 0.5569
+  - to: "us/states/wi/districts/senate/24"
+    rel: in-district
+    area_weight: 0.4431
+  - to: "us/states/wi/districts/house/86"
+    rel: in-district
+    area_weight: 0.5569
+  - to: "us/states/wi/districts/house/72"
+    rel: in-district
+    area_weight: 0.4431
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wi]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 2 officeholders mapped.
 | Hispanic/Latino | 2763 |
 | Bachelor's or higher | 14860 |
 
+## Districts
+
+- [WI-07](/us/states/wi/districts/07.md) — 56% (congressional)
+- [WI-03](/us/states/wi/districts/03.md) — 44% (congressional)
+- [WI Senate District 29](/us/states/wi/districts/senate/29.md) — 56% (state senate)
+- [WI Senate District 24](/us/states/wi/districts/senate/24.md) — 44% (state senate)
+- [WI House District 86](/us/states/wi/districts/house/86.md) — 56% (state house)
+- [WI House District 72](/us/states/wi/districts/house/72.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wi/districts/01.md b/data/jurisdictions/us/states/wi/districts/01.md
index 0f315ed88a..a2824010b4 100644
--- a/data/jurisdictions/us/states/wi/districts/01.md
+++ b/data/jurisdictions/us/states/wi/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 163764
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wi/districts/02.md b/data/jurisdictions/us/states/wi/districts/02.md
index b63aed398a..2fb748aa6b 100644
--- a/data/jurisdictions/us/states/wi/districts/02.md
+++ b/data/jurisdictions/us/states/wi/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 263005
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wi/districts/03.md b/data/jurisdictions/us/states/wi/districts/03.md
index f3d8141f07..a0b7a88671 100644
--- a/data/jurisdictions/us/states/wi/districts/03.md
+++ b/data/jurisdictions/us/states/wi/districts/03.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 152040
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wi/districts/04.md b/data/jurisdictions/us/states/wi/districts/04.md
index cdd880ae44..e8ba1d2e9a 100644
--- a/data/jurisdictions/us/states/wi/districts/04.md
+++ b/data/jurisdictions/us/states/wi/districts/04.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 170940
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wi/districts/05.md b/data/jurisdictions/us/states/wi/districts/05.md
index 11a1fa39d8..e30d91a698 100644
--- a/data/jurisdictions/us/states/wi/districts/05.md
+++ b/data/jurisdictions/us/states/wi/districts/05.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 226308
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wi/districts/06.md b/data/jurisdictions/us/states/wi/districts/06.md
index b81878b226..d0d801cefe 100644
--- a/data/jurisdictions/us/states/wi/districts/06.md
+++ b/data/jurisdictions/us/states/wi/districts/06.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 157195
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wi/districts/07.md b/data/jurisdictions/us/states/wi/districts/07.md
index c649c5e215..a075f244e2 100644
--- a/data/jurisdictions/us/states/wi/districts/07.md
+++ b/data/jurisdictions/us/states/wi/districts/07.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 149300
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wi/districts/08.md b/data/jurisdictions/us/states/wi/districts/08.md
index 4a9b3a437a..fd4b7df2c6 100644
--- a/data/jurisdictions/us/states/wi/districts/08.md
+++ b/data/jurisdictions/us/states/wi/districts/08.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 159344
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wi]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wi/districts/house/1.md b/data/jurisdictions/us/states/wi/districts/house/1.md
new file mode 100644
index 0000000000..35e92716db
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 1"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 1
+
+State House district 1 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/10.md b/data/jurisdictions/us/states/wi/districts/house/10.md
new file mode 100644
index 0000000000..66596eb836
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 10"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 10
+
+State House district 10 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/11.md b/data/jurisdictions/us/states/wi/districts/house/11.md
new file mode 100644
index 0000000000..7558c1cfdb
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 11"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 11
+
+State House district 11 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/12.md b/data/jurisdictions/us/states/wi/districts/house/12.md
new file mode 100644
index 0000000000..e70b6dfd0c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 12"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 12
+
+State House district 12 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/13.md b/data/jurisdictions/us/states/wi/districts/house/13.md
new file mode 100644
index 0000000000..18e2030859
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 13"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 13
+
+State House district 13 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/14.md b/data/jurisdictions/us/states/wi/districts/house/14.md
new file mode 100644
index 0000000000..8bb01e37c1
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 14"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 14
+
+State House district 14 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/15.md b/data/jurisdictions/us/states/wi/districts/house/15.md
new file mode 100644
index 0000000000..36fd90a4ee
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 15"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 15
+
+State House district 15 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/16.md b/data/jurisdictions/us/states/wi/districts/house/16.md
new file mode 100644
index 0000000000..d03c0a9531
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 16"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 16
+
+State House district 16 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/17.md b/data/jurisdictions/us/states/wi/districts/house/17.md
new file mode 100644
index 0000000000..474bbfb637
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 17"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 17
+
+State House district 17 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/18.md b/data/jurisdictions/us/states/wi/districts/house/18.md
new file mode 100644
index 0000000000..8ffa47e622
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 18"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 18
+
+State House district 18 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/19.md b/data/jurisdictions/us/states/wi/districts/house/19.md
new file mode 100644
index 0000000000..781883b34a
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 19"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 19
+
+State House district 19 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/2.md b/data/jurisdictions/us/states/wi/districts/house/2.md
new file mode 100644
index 0000000000..fc2cebfbaa
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 2"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 2
+
+State House district 2 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/20.md b/data/jurisdictions/us/states/wi/districts/house/20.md
new file mode 100644
index 0000000000..519a4a6602
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 20"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 20
+
+State House district 20 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/21.md b/data/jurisdictions/us/states/wi/districts/house/21.md
new file mode 100644
index 0000000000..a44ac195ce
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 21"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 21
+
+State House district 21 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/22.md b/data/jurisdictions/us/states/wi/districts/house/22.md
new file mode 100644
index 0000000000..d4ccd8c663
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 22"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 22
+
+State House district 22 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/23.md b/data/jurisdictions/us/states/wi/districts/house/23.md
new file mode 100644
index 0000000000..9f4e11cbc9
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 23"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 23
+
+State House district 23 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/24.md b/data/jurisdictions/us/states/wi/districts/house/24.md
new file mode 100644
index 0000000000..e4b8195043
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 24"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 24
+
+State House district 24 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/25.md b/data/jurisdictions/us/states/wi/districts/house/25.md
new file mode 100644
index 0000000000..f29cd20660
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 25"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 25
+
+State House district 25 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/26.md b/data/jurisdictions/us/states/wi/districts/house/26.md
new file mode 100644
index 0000000000..88e337cf19
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 26"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 26
+
+State House district 26 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/27.md b/data/jurisdictions/us/states/wi/districts/house/27.md
new file mode 100644
index 0000000000..e088eace2d
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 27"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 27
+
+State House district 27 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/28.md b/data/jurisdictions/us/states/wi/districts/house/28.md
new file mode 100644
index 0000000000..e3f84dce1c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 28"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 28
+
+State House district 28 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/29.md b/data/jurisdictions/us/states/wi/districts/house/29.md
new file mode 100644
index 0000000000..89083a0557
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 29"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 29
+
+State House district 29 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/3.md b/data/jurisdictions/us/states/wi/districts/house/3.md
new file mode 100644
index 0000000000..46dbe46053
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 3"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 3
+
+State House district 3 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/30.md b/data/jurisdictions/us/states/wi/districts/house/30.md
new file mode 100644
index 0000000000..beab2b3195
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 30"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 30
+
+State House district 30 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/31.md b/data/jurisdictions/us/states/wi/districts/house/31.md
new file mode 100644
index 0000000000..4df9cb1588
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 31"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 31
+
+State House district 31 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/32.md b/data/jurisdictions/us/states/wi/districts/house/32.md
new file mode 100644
index 0000000000..94e53d1f41
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 32"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 32
+
+State House district 32 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/33.md b/data/jurisdictions/us/states/wi/districts/house/33.md
new file mode 100644
index 0000000000..821c95ae2d
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 33"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 33
+
+State House district 33 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/34.md b/data/jurisdictions/us/states/wi/districts/house/34.md
new file mode 100644
index 0000000000..67a400363f
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 34"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 34
+
+State House district 34 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/35.md b/data/jurisdictions/us/states/wi/districts/house/35.md
new file mode 100644
index 0000000000..e3a4f436f7
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 35"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 35
+
+State House district 35 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/36.md b/data/jurisdictions/us/states/wi/districts/house/36.md
new file mode 100644
index 0000000000..93046a8e1b
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 36"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 36
+
+State House district 36 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/37.md b/data/jurisdictions/us/states/wi/districts/house/37.md
new file mode 100644
index 0000000000..660787aa48
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 37"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 37
+
+State House district 37 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/38.md b/data/jurisdictions/us/states/wi/districts/house/38.md
new file mode 100644
index 0000000000..ef1888b412
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 38"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 38
+
+State House district 38 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/39.md b/data/jurisdictions/us/states/wi/districts/house/39.md
new file mode 100644
index 0000000000..972b9c7b56
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 39"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 39
+
+State House district 39 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/4.md b/data/jurisdictions/us/states/wi/districts/house/4.md
new file mode 100644
index 0000000000..4accc27a97
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 4"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 4
+
+State House district 4 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/40.md b/data/jurisdictions/us/states/wi/districts/house/40.md
new file mode 100644
index 0000000000..05e3f1d579
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 40"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 40
+
+State House district 40 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/41.md b/data/jurisdictions/us/states/wi/districts/house/41.md
new file mode 100644
index 0000000000..dcfe8b241c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 41"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 41
+
+State House district 41 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/42.md b/data/jurisdictions/us/states/wi/districts/house/42.md
new file mode 100644
index 0000000000..1dbf42525e
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 42"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 42
+
+State House district 42 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/43.md b/data/jurisdictions/us/states/wi/districts/house/43.md
new file mode 100644
index 0000000000..2eaadaae49
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 43"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 43
+
+State House district 43 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/44.md b/data/jurisdictions/us/states/wi/districts/house/44.md
new file mode 100644
index 0000000000..f7919a526a
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 44"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 44
+
+State House district 44 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/45.md b/data/jurisdictions/us/states/wi/districts/house/45.md
new file mode 100644
index 0000000000..31d2dc04de
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 45"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 45
+
+State House district 45 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/46.md b/data/jurisdictions/us/states/wi/districts/house/46.md
new file mode 100644
index 0000000000..a2827a5ee2
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 46"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 46
+
+State House district 46 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/47.md b/data/jurisdictions/us/states/wi/districts/house/47.md
new file mode 100644
index 0000000000..b11aef53a9
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 47"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 47
+
+State House district 47 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/48.md b/data/jurisdictions/us/states/wi/districts/house/48.md
new file mode 100644
index 0000000000..22e8ee83c9
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 48"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 48
+
+State House district 48 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/49.md b/data/jurisdictions/us/states/wi/districts/house/49.md
new file mode 100644
index 0000000000..e2b1ad3a5a
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 49"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 49
+
+State House district 49 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/5.md b/data/jurisdictions/us/states/wi/districts/house/5.md
new file mode 100644
index 0000000000..4454ac8d2c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 5"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 5
+
+State House district 5 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/50.md b/data/jurisdictions/us/states/wi/districts/house/50.md
new file mode 100644
index 0000000000..3cebb95019
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 50"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 50
+
+State House district 50 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/51.md b/data/jurisdictions/us/states/wi/districts/house/51.md
new file mode 100644
index 0000000000..e0ca5046d3
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 51"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 51
+
+State House district 51 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/52.md b/data/jurisdictions/us/states/wi/districts/house/52.md
new file mode 100644
index 0000000000..a28202391a
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 52"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 52
+
+State House district 52 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/53.md b/data/jurisdictions/us/states/wi/districts/house/53.md
new file mode 100644
index 0000000000..368981f28b
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 53"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 53
+
+State House district 53 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/54.md b/data/jurisdictions/us/states/wi/districts/house/54.md
new file mode 100644
index 0000000000..b58217401b
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 54"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 54
+
+State House district 54 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/55.md b/data/jurisdictions/us/states/wi/districts/house/55.md
new file mode 100644
index 0000000000..9511759e9e
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 55"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 55
+
+State House district 55 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/56.md b/data/jurisdictions/us/states/wi/districts/house/56.md
new file mode 100644
index 0000000000..eb8fdb04c7
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 56"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 56
+
+State House district 56 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/57.md b/data/jurisdictions/us/states/wi/districts/house/57.md
new file mode 100644
index 0000000000..ff215a6d83
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 57"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 57
+
+State House district 57 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/58.md b/data/jurisdictions/us/states/wi/districts/house/58.md
new file mode 100644
index 0000000000..1cf9347fd9
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 58"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 58
+
+State House district 58 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/59.md b/data/jurisdictions/us/states/wi/districts/house/59.md
new file mode 100644
index 0000000000..a47fbb3942
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 59"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 59
+
+State House district 59 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/6.md b/data/jurisdictions/us/states/wi/districts/house/6.md
new file mode 100644
index 0000000000..4d4cb8abc8
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 6"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 6
+
+State House district 6 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/60.md b/data/jurisdictions/us/states/wi/districts/house/60.md
new file mode 100644
index 0000000000..8318c5a3e0
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 60"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 60
+
+State House district 60 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/61.md b/data/jurisdictions/us/states/wi/districts/house/61.md
new file mode 100644
index 0000000000..b95b17c483
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 61"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 61
+
+State House district 61 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/62.md b/data/jurisdictions/us/states/wi/districts/house/62.md
new file mode 100644
index 0000000000..a3eed00a19
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 62"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 62
+
+State House district 62 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/63.md b/data/jurisdictions/us/states/wi/districts/house/63.md
new file mode 100644
index 0000000000..fd4c73cb88
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 63"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 63
+
+State House district 63 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/64.md b/data/jurisdictions/us/states/wi/districts/house/64.md
new file mode 100644
index 0000000000..af4640b63d
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 64"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 64
+
+State House district 64 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/65.md b/data/jurisdictions/us/states/wi/districts/house/65.md
new file mode 100644
index 0000000000..28686b87e9
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 65"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 65
+
+State House district 65 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/66.md b/data/jurisdictions/us/states/wi/districts/house/66.md
new file mode 100644
index 0000000000..f1d62412d1
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 66"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 66
+
+State House district 66 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/67.md b/data/jurisdictions/us/states/wi/districts/house/67.md
new file mode 100644
index 0000000000..32989599f9
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 67"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 67
+
+State House district 67 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/68.md b/data/jurisdictions/us/states/wi/districts/house/68.md
new file mode 100644
index 0000000000..31fc8db66d
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 68"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 68
+
+State House district 68 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/69.md b/data/jurisdictions/us/states/wi/districts/house/69.md
new file mode 100644
index 0000000000..39a8581d69
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 69"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 69
+
+State House district 69 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/7.md b/data/jurisdictions/us/states/wi/districts/house/7.md
new file mode 100644
index 0000000000..beec6f816d
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 7"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 7
+
+State House district 7 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/70.md b/data/jurisdictions/us/states/wi/districts/house/70.md
new file mode 100644
index 0000000000..c0c1306090
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 70"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 70
+
+State House district 70 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/71.md b/data/jurisdictions/us/states/wi/districts/house/71.md
new file mode 100644
index 0000000000..d4249dab83
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 71"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 71
+
+State House district 71 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/72.md b/data/jurisdictions/us/states/wi/districts/house/72.md
new file mode 100644
index 0000000000..a5de80c555
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 72"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 72
+
+State House district 72 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/73.md b/data/jurisdictions/us/states/wi/districts/house/73.md
new file mode 100644
index 0000000000..cec2f99a88
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 73"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 73
+
+State House district 73 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/74.md b/data/jurisdictions/us/states/wi/districts/house/74.md
new file mode 100644
index 0000000000..1aea72187a
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 74"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 74
+
+State House district 74 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/75.md b/data/jurisdictions/us/states/wi/districts/house/75.md
new file mode 100644
index 0000000000..6be59f66d7
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 75"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 75
+
+State House district 75 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/76.md b/data/jurisdictions/us/states/wi/districts/house/76.md
new file mode 100644
index 0000000000..d2234b67cf
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 76"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 76
+
+State House district 76 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/77.md b/data/jurisdictions/us/states/wi/districts/house/77.md
new file mode 100644
index 0000000000..8e18a88e5d
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 77"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 77
+
+State House district 77 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/78.md b/data/jurisdictions/us/states/wi/districts/house/78.md
new file mode 100644
index 0000000000..7749620c1c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 78"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 78
+
+State House district 78 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/79.md b/data/jurisdictions/us/states/wi/districts/house/79.md
new file mode 100644
index 0000000000..29e2df6812
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 79"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 79
+
+State House district 79 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/8.md b/data/jurisdictions/us/states/wi/districts/house/8.md
new file mode 100644
index 0000000000..d85c1f6be8
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 8"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 8
+
+State House district 8 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/80.md b/data/jurisdictions/us/states/wi/districts/house/80.md
new file mode 100644
index 0000000000..312a38d5e0
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 80"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 80
+
+State House district 80 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/81.md b/data/jurisdictions/us/states/wi/districts/house/81.md
new file mode 100644
index 0000000000..702b4dfb3d
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 81"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 81
+
+State House district 81 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/82.md b/data/jurisdictions/us/states/wi/districts/house/82.md
new file mode 100644
index 0000000000..112719a7b3
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 82"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 82
+
+State House district 82 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/83.md b/data/jurisdictions/us/states/wi/districts/house/83.md
new file mode 100644
index 0000000000..044af19373
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 83"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 83
+
+State House district 83 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/84.md b/data/jurisdictions/us/states/wi/districts/house/84.md
new file mode 100644
index 0000000000..3e0e3b3f61
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 84"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 84
+
+State House district 84 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/85.md b/data/jurisdictions/us/states/wi/districts/house/85.md
new file mode 100644
index 0000000000..e7e440ed7d
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 85"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 85
+
+State House district 85 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/86.md b/data/jurisdictions/us/states/wi/districts/house/86.md
new file mode 100644
index 0000000000..b93ab2dd5a
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 86"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 86
+
+State House district 86 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/87.md b/data/jurisdictions/us/states/wi/districts/house/87.md
new file mode 100644
index 0000000000..ad75572c1a
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 87"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 87
+
+State House district 87 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/88.md b/data/jurisdictions/us/states/wi/districts/house/88.md
new file mode 100644
index 0000000000..3d5f87e165
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 88"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 88
+
+State House district 88 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/89.md b/data/jurisdictions/us/states/wi/districts/house/89.md
new file mode 100644
index 0000000000..96d1aec2d5
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 89"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 89
+
+State House district 89 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/9.md b/data/jurisdictions/us/states/wi/districts/house/9.md
new file mode 100644
index 0000000000..e9a36aa64c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 9"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 9
+
+State House district 9 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/90.md b/data/jurisdictions/us/states/wi/districts/house/90.md
new file mode 100644
index 0000000000..f6b5d12ed4
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 90"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 90
+
+State House district 90 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/91.md b/data/jurisdictions/us/states/wi/districts/house/91.md
new file mode 100644
index 0000000000..4de2469a0b
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 91"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 91
+
+State House district 91 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/92.md b/data/jurisdictions/us/states/wi/districts/house/92.md
new file mode 100644
index 0000000000..2c253a2128
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 92"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 92
+
+State House district 92 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/93.md b/data/jurisdictions/us/states/wi/districts/house/93.md
new file mode 100644
index 0000000000..a34f11ff01
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 93"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 93
+
+State House district 93 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/94.md b/data/jurisdictions/us/states/wi/districts/house/94.md
new file mode 100644
index 0000000000..025b06f872
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 94"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 94
+
+State House district 94 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/95.md b/data/jurisdictions/us/states/wi/districts/house/95.md
new file mode 100644
index 0000000000..b2292de106
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 95"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 95
+
+State House district 95 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/96.md b/data/jurisdictions/us/states/wi/districts/house/96.md
new file mode 100644
index 0000000000..eb375c6830
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 96"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 96
+
+State House district 96 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/97.md b/data/jurisdictions/us/states/wi/districts/house/97.md
new file mode 100644
index 0000000000..d20decf318
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 97"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 97
+
+State House district 97 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/98.md b/data/jurisdictions/us/states/wi/districts/house/98.md
new file mode 100644
index 0000000000..e3b558a99f
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 98"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 98
+
+State House district 98 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/house/99.md b/data/jurisdictions/us/states/wi/districts/house/99.md
new file mode 100644
index 0000000000..d792bc199a
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI House District 99"
+classification: state-house-district
+state: "WI"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI House District 99
+
+State House district 99 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/1.md b/data/jurisdictions/us/states/wi/districts/senate/1.md
new file mode 100644
index 0000000000..b7a0745bcf
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 1"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 1
+
+State Senate district 1 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/10.md b/data/jurisdictions/us/states/wi/districts/senate/10.md
new file mode 100644
index 0000000000..2f5f764910
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 10"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 10
+
+State Senate district 10 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/11.md b/data/jurisdictions/us/states/wi/districts/senate/11.md
new file mode 100644
index 0000000000..509062cd01
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 11"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 11
+
+State Senate district 11 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/12.md b/data/jurisdictions/us/states/wi/districts/senate/12.md
new file mode 100644
index 0000000000..67651dd6ad
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 12"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 12
+
+State Senate district 12 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/13.md b/data/jurisdictions/us/states/wi/districts/senate/13.md
new file mode 100644
index 0000000000..70239421ef
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 13"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 13
+
+State Senate district 13 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/14.md b/data/jurisdictions/us/states/wi/districts/senate/14.md
new file mode 100644
index 0000000000..964c6088de
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 14"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 14
+
+State Senate district 14 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/15.md b/data/jurisdictions/us/states/wi/districts/senate/15.md
new file mode 100644
index 0000000000..d99ce11565
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 15"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 15
+
+State Senate district 15 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/16.md b/data/jurisdictions/us/states/wi/districts/senate/16.md
new file mode 100644
index 0000000000..ff5f3fb9d4
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 16"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 16
+
+State Senate district 16 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/17.md b/data/jurisdictions/us/states/wi/districts/senate/17.md
new file mode 100644
index 0000000000..b36e162c57
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 17"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 17
+
+State Senate district 17 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/18.md b/data/jurisdictions/us/states/wi/districts/senate/18.md
new file mode 100644
index 0000000000..1c251f803c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 18"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 18
+
+State Senate district 18 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/19.md b/data/jurisdictions/us/states/wi/districts/senate/19.md
new file mode 100644
index 0000000000..4bcb227d8a
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 19"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 19
+
+State Senate district 19 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/2.md b/data/jurisdictions/us/states/wi/districts/senate/2.md
new file mode 100644
index 0000000000..10a24d6c1b
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 2"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 2
+
+State Senate district 2 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/20.md b/data/jurisdictions/us/states/wi/districts/senate/20.md
new file mode 100644
index 0000000000..a5913455a8
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 20"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 20
+
+State Senate district 20 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/21.md b/data/jurisdictions/us/states/wi/districts/senate/21.md
new file mode 100644
index 0000000000..92e4c08d93
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 21"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 21
+
+State Senate district 21 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/22.md b/data/jurisdictions/us/states/wi/districts/senate/22.md
new file mode 100644
index 0000000000..751d4d3244
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 22"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 22
+
+State Senate district 22 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/23.md b/data/jurisdictions/us/states/wi/districts/senate/23.md
new file mode 100644
index 0000000000..d90d3f6d1c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 23"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 23
+
+State Senate district 23 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/24.md b/data/jurisdictions/us/states/wi/districts/senate/24.md
new file mode 100644
index 0000000000..6c007d5101
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 24"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 24
+
+State Senate district 24 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/25.md b/data/jurisdictions/us/states/wi/districts/senate/25.md
new file mode 100644
index 0000000000..03c751e78f
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 25"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 25
+
+State Senate district 25 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/26.md b/data/jurisdictions/us/states/wi/districts/senate/26.md
new file mode 100644
index 0000000000..256daaf2a5
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 26"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 26
+
+State Senate district 26 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/27.md b/data/jurisdictions/us/states/wi/districts/senate/27.md
new file mode 100644
index 0000000000..3e2ed92312
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 27"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 27
+
+State Senate district 27 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/28.md b/data/jurisdictions/us/states/wi/districts/senate/28.md
new file mode 100644
index 0000000000..dcf81fac17
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 28"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 28
+
+State Senate district 28 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/29.md b/data/jurisdictions/us/states/wi/districts/senate/29.md
new file mode 100644
index 0000000000..b195a5eb6c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 29"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 29
+
+State Senate district 29 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/3.md b/data/jurisdictions/us/states/wi/districts/senate/3.md
new file mode 100644
index 0000000000..21cf937f46
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 3"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 3
+
+State Senate district 3 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/30.md b/data/jurisdictions/us/states/wi/districts/senate/30.md
new file mode 100644
index 0000000000..f6402700d5
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 30"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 30
+
+State Senate district 30 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/31.md b/data/jurisdictions/us/states/wi/districts/senate/31.md
new file mode 100644
index 0000000000..8171787e62
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 31"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 31
+
+State Senate district 31 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/32.md b/data/jurisdictions/us/states/wi/districts/senate/32.md
new file mode 100644
index 0000000000..01e2e4fa5c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 32"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 32
+
+State Senate district 32 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/33.md b/data/jurisdictions/us/states/wi/districts/senate/33.md
new file mode 100644
index 0000000000..0c19e876e2
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 33"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 33
+
+State Senate district 33 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/4.md b/data/jurisdictions/us/states/wi/districts/senate/4.md
new file mode 100644
index 0000000000..38f4a1c7ea
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 4"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 4
+
+State Senate district 4 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/5.md b/data/jurisdictions/us/states/wi/districts/senate/5.md
new file mode 100644
index 0000000000..ae967860bd
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 5"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 5
+
+State Senate district 5 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/6.md b/data/jurisdictions/us/states/wi/districts/senate/6.md
new file mode 100644
index 0000000000..02f4b18a80
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 6"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 6
+
+State Senate district 6 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/7.md b/data/jurisdictions/us/states/wi/districts/senate/7.md
new file mode 100644
index 0000000000..94d2a6519e
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 7"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 7
+
+State Senate district 7 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/8.md b/data/jurisdictions/us/states/wi/districts/senate/8.md
new file mode 100644
index 0000000000..e722b03527
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 8"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 8
+
+State Senate district 8 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/districts/senate/9.md b/data/jurisdictions/us/states/wi/districts/senate/9.md
new file mode 100644
index 0000000000..1f8078796c
--- /dev/null
+++ b/data/jurisdictions/us/states/wi/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WI Senate District 9"
+classification: state-senate-district
+state: "WI"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wi]
+timestamp: "2026-07-03"
+---
+
+# WI Senate District 9
+
+State Senate district 9 (WI).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wi/people/adam-neylon.md b/data/jurisdictions/us/states/wi/people/adam-neylon.md
index 121ef57b48..24001ed57c 100644
--- a/data/jurisdictions/us/states/wi/people/adam-neylon.md
+++ b/data/jurisdictions/us/states/wi/people/adam-neylon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 15"
+represents: "us/states/wi/districts/house/15"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 15 (WI State House of Representatives District 15).
 
+Represents [WI State House of Representatives District 15](/us/states/wi/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/alex-dallman.md b/data/jurisdictions/us/states/wi/people/alex-dallman.md
index 512f794e75..9d2b5db91d 100644
--- a/data/jurisdictions/us/states/wi/people/alex-dallman.md
+++ b/data/jurisdictions/us/states/wi/people/alex-dallman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 39"
+represents: "us/states/wi/districts/house/39"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 39 (WI State House of Representatives District 39).
 
+Represents [WI State House of Representatives District 39](/us/states/wi/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/alex-joers.md b/data/jurisdictions/us/states/wi/people/alex-joers.md
index 1ebf2f29e1..c336368281 100644
--- a/data/jurisdictions/us/states/wi/people/alex-joers.md
+++ b/data/jurisdictions/us/states/wi/people/alex-joers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 81"
+represents: "us/states/wi/districts/house/81"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 81 (WI State House of Representatives District 81).
 
+Represents [WI State House of Representatives District 81](/us/states/wi/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/amaad-rivera-wagner.md b/data/jurisdictions/us/states/wi/people/amaad-rivera-wagner.md
index c33efdc4b4..6628210ecf 100644
--- a/data/jurisdictions/us/states/wi/people/amaad-rivera-wagner.md
+++ b/data/jurisdictions/us/states/wi/people/amaad-rivera-wagner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 90"
+represents: "us/states/wi/districts/house/90"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 90 (WI State House of Representatives District 90).
 
+Represents [WI State House of Representatives District 90](/us/states/wi/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/amanda-nedweski.md b/data/jurisdictions/us/states/wi/people/amanda-nedweski.md
index 8eb92ff82f..12aabd3860 100644
--- a/data/jurisdictions/us/states/wi/people/amanda-nedweski.md
+++ b/data/jurisdictions/us/states/wi/people/amanda-nedweski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 32"
+represents: "us/states/wi/districts/house/32"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 32 (WI State House of Representatives District 32).
 
+Represents [WI State House of Representatives District 32](/us/states/wi/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/andre-jacque.md b/data/jurisdictions/us/states/wi/people/andre-jacque.md
index 3d853561c5..7385905e9f 100644
--- a/data/jurisdictions/us/states/wi/people/andre-jacque.md
+++ b/data/jurisdictions/us/states/wi/people/andre-jacque.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 1"
+represents: "us/states/wi/districts/senate/1"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 1 (WI State Senate District 1).
 
+Represents [WI State Senate District 1](/us/states/wi/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/andrew-hysell.md b/data/jurisdictions/us/states/wi/people/andrew-hysell.md
index db285ce9ad..dabdc883e2 100644
--- a/data/jurisdictions/us/states/wi/people/andrew-hysell.md
+++ b/data/jurisdictions/us/states/wi/people/andrew-hysell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 48"
+represents: "us/states/wi/districts/house/48"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 48 (WI State House of Representatives District 48).
 
+Represents [WI State House of Representatives District 48](/us/states/wi/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/angela-stroud.md b/data/jurisdictions/us/states/wi/people/angela-stroud.md
index f825398f3e..2601ebdbf9 100644
--- a/data/jurisdictions/us/states/wi/people/angela-stroud.md
+++ b/data/jurisdictions/us/states/wi/people/angela-stroud.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 73"
+represents: "us/states/wi/districts/house/73"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 73 (WI State House of Representatives District 73).
 
+Represents [WI State House of Representatives District 73](/us/states/wi/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/angelina-cruz.md b/data/jurisdictions/us/states/wi/people/angelina-cruz.md
index 624d6a0fac..3b8f725c6e 100644
--- a/data/jurisdictions/us/states/wi/people/angelina-cruz.md
+++ b/data/jurisdictions/us/states/wi/people/angelina-cruz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 62"
+represents: "us/states/wi/districts/house/62"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 62 (WI State House of Representatives District 62).
 
+Represents [WI State House of Representatives District 62](/us/states/wi/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/angelito-tenorio.md b/data/jurisdictions/us/states/wi/people/angelito-tenorio.md
index 9b3e1e09fd..7b3f7e8ae7 100644
--- a/data/jurisdictions/us/states/wi/people/angelito-tenorio.md
+++ b/data/jurisdictions/us/states/wi/people/angelito-tenorio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 14"
+represents: "us/states/wi/districts/house/14"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 14 (WI State House of Representatives District 14).
 
+Represents [WI State House of Representatives District 14](/us/states/wi/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/ann-roe.md b/data/jurisdictions/us/states/wi/people/ann-roe.md
index a9c705c3fb..bf6929d266 100644
--- a/data/jurisdictions/us/states/wi/people/ann-roe.md
+++ b/data/jurisdictions/us/states/wi/people/ann-roe.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 44"
+represents: "us/states/wi/districts/house/44"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 44 (WI State House of Representatives District 44).
 
+Represents [WI State House of Representatives District 44](/us/states/wi/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/barbara-dittrich.md b/data/jurisdictions/us/states/wi/people/barbara-dittrich.md
index 525d640b2a..5b98287a0d 100644
--- a/data/jurisdictions/us/states/wi/people/barbara-dittrich.md
+++ b/data/jurisdictions/us/states/wi/people/barbara-dittrich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 99"
+represents: "us/states/wi/districts/house/99"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 99 (WI State House of Representatives District 99).
 
+Represents [WI State House of Representatives District 99](/us/states/wi/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/ben-desmidt.md b/data/jurisdictions/us/states/wi/people/ben-desmidt.md
index 08a2e71f76..f633807ac8 100644
--- a/data/jurisdictions/us/states/wi/people/ben-desmidt.md
+++ b/data/jurisdictions/us/states/wi/people/ben-desmidt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 65"
+represents: "us/states/wi/districts/house/65"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 65 (WI State House of Representatives District 65).
 
+Represents [WI State House of Representatives District 65](/us/states/wi/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/ben-franklin.md b/data/jurisdictions/us/states/wi/people/ben-franklin.md
index 284b9b61b9..ff6cc94e60 100644
--- a/data/jurisdictions/us/states/wi/people/ben-franklin.md
+++ b/data/jurisdictions/us/states/wi/people/ben-franklin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 88"
+represents: "us/states/wi/districts/house/88"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 88 (WI State House of Representatives District 88).
 
+Represents [WI State House of Representatives District 88](/us/states/wi/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/bob-donovan.md b/data/jurisdictions/us/states/wi/people/bob-donovan.md
index 4232837649..f44ef3dcc0 100644
--- a/data/jurisdictions/us/states/wi/people/bob-donovan.md
+++ b/data/jurisdictions/us/states/wi/people/bob-donovan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 61"
+represents: "us/states/wi/districts/house/61"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 61 (WI State House of Representatives District 61).
 
+Represents [WI State House of Representatives District 61](/us/states/wi/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/bob-wirch.md b/data/jurisdictions/us/states/wi/people/bob-wirch.md
index 7ea7fde76e..1a39bf24ae 100644
--- a/data/jurisdictions/us/states/wi/people/bob-wirch.md
+++ b/data/jurisdictions/us/states/wi/people/bob-wirch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 22"
+represents: "us/states/wi/districts/senate/22"
 tenure:
   start: "1997-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 22 (WI State Senate District 22).
 
+Represents [WI State Senate District 22](/us/states/wi/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/bob-wittke.md b/data/jurisdictions/us/states/wi/people/bob-wittke.md
index 73a4d2e6b0..08365b7885 100644
--- a/data/jurisdictions/us/states/wi/people/bob-wittke.md
+++ b/data/jurisdictions/us/states/wi/people/bob-wittke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 63"
+represents: "us/states/wi/districts/house/63"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 63 (WI State House of Representatives District 63).
 
+Represents [WI State House of Representatives District 63](/us/states/wi/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/brad-pfaff.md b/data/jurisdictions/us/states/wi/people/brad-pfaff.md
index 4fbfe1fb8c..64a775de33 100644
--- a/data/jurisdictions/us/states/wi/people/brad-pfaff.md
+++ b/data/jurisdictions/us/states/wi/people/brad-pfaff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 32"
+represents: "us/states/wi/districts/senate/32"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 32 (WI State Senate District 32).
 
+Represents [WI State Senate District 32](/us/states/wi/districts/senate/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/brent-jacobson.md b/data/jurisdictions/us/states/wi/people/brent-jacobson.md
index 6a54f5cdcb..e7667f6378 100644
--- a/data/jurisdictions/us/states/wi/people/brent-jacobson.md
+++ b/data/jurisdictions/us/states/wi/people/brent-jacobson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 87"
+represents: "us/states/wi/districts/house/87"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 87 (WI State House of Representatives District 87).
 
+Represents [WI State House of Representatives District 87](/us/states/wi/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/brienne-brown.md b/data/jurisdictions/us/states/wi/people/brienne-brown.md
index a1c1ddd896..38cb26264d 100644
--- a/data/jurisdictions/us/states/wi/people/brienne-brown.md
+++ b/data/jurisdictions/us/states/wi/people/brienne-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 43"
+represents: "us/states/wi/districts/house/43"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 43 (WI State House of Representatives District 43).
 
+Represents [WI State House of Representatives District 43](/us/states/wi/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/calvin-callahan.md b/data/jurisdictions/us/states/wi/people/calvin-callahan.md
index 521dc61e0d..39ad1c6507 100644
--- a/data/jurisdictions/us/states/wi/people/calvin-callahan.md
+++ b/data/jurisdictions/us/states/wi/people/calvin-callahan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 35"
+represents: "us/states/wi/districts/house/35"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 35 (WI State House of Representatives District 35).
 
+Represents [WI State House of Representatives District 35](/us/states/wi/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/chanz-green.md b/data/jurisdictions/us/states/wi/people/chanz-green.md
index 6ec2db8c06..ca3eb6520b 100644
--- a/data/jurisdictions/us/states/wi/people/chanz-green.md
+++ b/data/jurisdictions/us/states/wi/people/chanz-green.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 74"
+represents: "us/states/wi/districts/house/74"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 74 (WI State House of Representatives District 74).
 
+Represents [WI State House of Representatives District 74](/us/states/wi/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/chris-kapenga.md b/data/jurisdictions/us/states/wi/people/chris-kapenga.md
index 8d3d888a48..ba4741b661 100644
--- a/data/jurisdictions/us/states/wi/people/chris-kapenga.md
+++ b/data/jurisdictions/us/states/wi/people/chris-kapenga.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 33"
+represents: "us/states/wi/districts/senate/33"
 tenure:
   start: "2015-08-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 33 (WI State Senate District 33).
 
+Represents [WI State Senate District 33](/us/states/wi/districts/senate/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/chris-larson.md b/data/jurisdictions/us/states/wi/people/chris-larson.md
index 42543764b5..8478dfe63f 100644
--- a/data/jurisdictions/us/states/wi/people/chris-larson.md
+++ b/data/jurisdictions/us/states/wi/people/chris-larson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 7"
+represents: "us/states/wi/districts/senate/7"
 tenure:
   start: "2011-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 7 (WI State Senate District 7).
 
+Represents [WI State Senate District 7](/us/states/wi/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/christian-phelps.md b/data/jurisdictions/us/states/wi/people/christian-phelps.md
index 59346335c7..619a23ad6f 100644
--- a/data/jurisdictions/us/states/wi/people/christian-phelps.md
+++ b/data/jurisdictions/us/states/wi/people/christian-phelps.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 93"
+represents: "us/states/wi/districts/house/93"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 93 (WI State House of Representatives District 93).
 
+Represents [WI State House of Representatives District 93](/us/states/wi/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/christine-sinicki.md b/data/jurisdictions/us/states/wi/people/christine-sinicki.md
index 73193e5970..a1da9fd5fa 100644
--- a/data/jurisdictions/us/states/wi/people/christine-sinicki.md
+++ b/data/jurisdictions/us/states/wi/people/christine-sinicki.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 20"
+represents: "us/states/wi/districts/house/20"
 tenure:
   start: "1999-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 20 (WI State House of Representatives District 20).
 
+Represents [WI State House of Representatives District 20](/us/states/wi/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/chuck-wichgers.md b/data/jurisdictions/us/states/wi/people/chuck-wichgers.md
index 0c01ccc7ee..71e4dc319e 100644
--- a/data/jurisdictions/us/states/wi/people/chuck-wichgers.md
+++ b/data/jurisdictions/us/states/wi/people/chuck-wichgers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 84"
+represents: "us/states/wi/districts/house/84"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 84 (WI State House of Representatives District 84).
 
+Represents [WI State House of Representatives District 84](/us/states/wi/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/cindi-duchow.md b/data/jurisdictions/us/states/wi/people/cindi-duchow.md
index eacd7ef623..1ca08b198b 100644
--- a/data/jurisdictions/us/states/wi/people/cindi-duchow.md
+++ b/data/jurisdictions/us/states/wi/people/cindi-duchow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 97"
+represents: "us/states/wi/districts/house/97"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 97 (WI State House of Representatives District 97).
 
+Represents [WI State House of Representatives District 97](/us/states/wi/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/clint-anderson.md b/data/jurisdictions/us/states/wi/people/clint-anderson.md
index a2f54675be..1c942a53ce 100644
--- a/data/jurisdictions/us/states/wi/people/clint-anderson.md
+++ b/data/jurisdictions/us/states/wi/people/clint-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 45"
+represents: "us/states/wi/districts/house/45"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 45 (WI State House of Representatives District 45).
 
+Represents [WI State House of Representatives District 45](/us/states/wi/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/clint-moses.md b/data/jurisdictions/us/states/wi/people/clint-moses.md
index 92373fd7a2..1fc6ea1f1e 100644
--- a/data/jurisdictions/us/states/wi/people/clint-moses.md
+++ b/data/jurisdictions/us/states/wi/people/clint-moses.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 92"
+represents: "us/states/wi/districts/house/92"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 92 (WI State House of Representatives District 92).
 
+Represents [WI State House of Representatives District 92](/us/states/wi/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/cory-tomczyk.md b/data/jurisdictions/us/states/wi/people/cory-tomczyk.md
index 7a140190d8..abc640a9a9 100644
--- a/data/jurisdictions/us/states/wi/people/cory-tomczyk.md
+++ b/data/jurisdictions/us/states/wi/people/cory-tomczyk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 29"
+represents: "us/states/wi/districts/senate/29"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 29 (WI State Senate District 29).
 
+Represents [WI State Senate District 29](/us/states/wi/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/dan-feyen.md b/data/jurisdictions/us/states/wi/people/dan-feyen.md
index f27977c201..3817d113d0 100644
--- a/data/jurisdictions/us/states/wi/people/dan-feyen.md
+++ b/data/jurisdictions/us/states/wi/people/dan-feyen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 20"
+represents: "us/states/wi/districts/senate/20"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 20 (WI State Senate District 20).
 
+Represents [WI State Senate District 20](/us/states/wi/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/dan-knodl.md b/data/jurisdictions/us/states/wi/people/dan-knodl.md
index 6453ac91f7..02036f342c 100644
--- a/data/jurisdictions/us/states/wi/people/dan-knodl.md
+++ b/data/jurisdictions/us/states/wi/people/dan-knodl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 24"
+represents: "us/states/wi/districts/house/24"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 24 (WI State House of Representatives District 24).
 
+Represents [WI State House of Representatives District 24](/us/states/wi/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/darrin-madison.md b/data/jurisdictions/us/states/wi/people/darrin-madison.md
index 3ad05b217e..3cc0fba2e8 100644
--- a/data/jurisdictions/us/states/wi/people/darrin-madison.md
+++ b/data/jurisdictions/us/states/wi/people/darrin-madison.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 10"
+represents: "us/states/wi/districts/house/10"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 10 (WI State House of Representatives District 10).
 
+Represents [WI State House of Representatives District 10](/us/states/wi/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/dave-armstrong.md b/data/jurisdictions/us/states/wi/people/dave-armstrong.md
index 570991c7e5..56b893a72a 100644
--- a/data/jurisdictions/us/states/wi/people/dave-armstrong.md
+++ b/data/jurisdictions/us/states/wi/people/dave-armstrong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 67"
+represents: "us/states/wi/districts/house/67"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 67 (WI State House of Representatives District 67).
 
+Represents [WI State House of Representatives District 67](/us/states/wi/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/dave-maxey.md b/data/jurisdictions/us/states/wi/people/dave-maxey.md
index 78f6d78d7a..8d817c0f17 100644
--- a/data/jurisdictions/us/states/wi/people/dave-maxey.md
+++ b/data/jurisdictions/us/states/wi/people/dave-maxey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 83"
+represents: "us/states/wi/districts/house/83"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 83 (WI State House of Representatives District 83).
 
+Represents [WI State House of Representatives District 83](/us/states/wi/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/dave-murphy.md b/data/jurisdictions/us/states/wi/people/dave-murphy.md
index 9361627e27..32aad4fb66 100644
--- a/data/jurisdictions/us/states/wi/people/dave-murphy.md
+++ b/data/jurisdictions/us/states/wi/people/dave-murphy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 56"
+represents: "us/states/wi/districts/house/56"
 tenure:
   start: "2013-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 56 (WI State House of Representatives District 56).
 
+Represents [WI State House of Representatives District 56](/us/states/wi/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/david-steffen.md b/data/jurisdictions/us/states/wi/people/david-steffen.md
index d26395c65f..3fd7da87ea 100644
--- a/data/jurisdictions/us/states/wi/people/david-steffen.md
+++ b/data/jurisdictions/us/states/wi/people/david-steffen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 4"
+represents: "us/states/wi/districts/house/4"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 4 (WI State House of Representatives District 4).
 
+Represents [WI State House of Representatives District 4](/us/states/wi/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/dean-kaufert.md b/data/jurisdictions/us/states/wi/people/dean-kaufert.md
index 4d8eee9c90..c390bcb46a 100644
--- a/data/jurisdictions/us/states/wi/people/dean-kaufert.md
+++ b/data/jurisdictions/us/states/wi/people/dean-kaufert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 53"
+represents: "us/states/wi/districts/house/53"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 53 (WI State House of Representatives District 53).
 
+Represents [WI State House of Representatives District 53](/us/states/wi/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/deb-andraca.md b/data/jurisdictions/us/states/wi/people/deb-andraca.md
index 1ab21c48b7..60aceff0cf 100644
--- a/data/jurisdictions/us/states/wi/people/deb-andraca.md
+++ b/data/jurisdictions/us/states/wi/people/deb-andraca.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 23"
+represents: "us/states/wi/districts/house/23"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 23 (WI State House of Representatives District 23).
 
+Represents [WI State House of Representatives District 23](/us/states/wi/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/devin-lemahieu.md b/data/jurisdictions/us/states/wi/people/devin-lemahieu.md
index 7bcb2c7353..5029f01a3e 100644
--- a/data/jurisdictions/us/states/wi/people/devin-lemahieu.md
+++ b/data/jurisdictions/us/states/wi/people/devin-lemahieu.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 9"
+represents: "us/states/wi/districts/senate/9"
 tenure:
   start: "2015-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 9 (WI State Senate District 9).
 
+Represents [WI State Senate District 9](/us/states/wi/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/dianne-hesselbein.md b/data/jurisdictions/us/states/wi/people/dianne-hesselbein.md
index 44f2f42775..c0df7a05ae 100644
--- a/data/jurisdictions/us/states/wi/people/dianne-hesselbein.md
+++ b/data/jurisdictions/us/states/wi/people/dianne-hesselbein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 27"
+represents: "us/states/wi/districts/senate/27"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 27 (WI State Senate District 27).
 
+Represents [WI State Senate District 27](/us/states/wi/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/dora-drake.md b/data/jurisdictions/us/states/wi/people/dora-drake.md
index bbfb477c52..e376d4bf31 100644
--- a/data/jurisdictions/us/states/wi/people/dora-drake.md
+++ b/data/jurisdictions/us/states/wi/people/dora-drake.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 4"
+represents: "us/states/wi/districts/senate/4"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 4 (WI State Senate District 4).
 
+Represents [WI State Senate District 4](/us/states/wi/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/duke-tucker.md b/data/jurisdictions/us/states/wi/people/duke-tucker.md
index 0767d231de..c75df60018 100644
--- a/data/jurisdictions/us/states/wi/people/duke-tucker.md
+++ b/data/jurisdictions/us/states/wi/people/duke-tucker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 75"
+represents: "us/states/wi/districts/house/75"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 75 (WI State House of Representatives District 75).
 
+Represents [WI State House of Representatives District 75](/us/states/wi/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/elijah-behnke.md b/data/jurisdictions/us/states/wi/people/elijah-behnke.md
index ae09e742fa..3674a8680d 100644
--- a/data/jurisdictions/us/states/wi/people/elijah-behnke.md
+++ b/data/jurisdictions/us/states/wi/people/elijah-behnke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 6"
+represents: "us/states/wi/districts/house/6"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 6 (WI State House of Representatives District 6).
 
+Represents [WI State House of Representatives District 6](/us/states/wi/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/eric-wimberger.md b/data/jurisdictions/us/states/wi/people/eric-wimberger.md
index 1d8e97ee85..4ba7a7b91f 100644
--- a/data/jurisdictions/us/states/wi/people/eric-wimberger.md
+++ b/data/jurisdictions/us/states/wi/people/eric-wimberger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 2"
+represents: "us/states/wi/districts/senate/2"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 2 (WI State Senate District 2).
 
+Represents [WI State Senate District 2](/us/states/wi/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/francesca-hong.md b/data/jurisdictions/us/states/wi/people/francesca-hong.md
index d0fb6bf684..ed92d9d965 100644
--- a/data/jurisdictions/us/states/wi/people/francesca-hong.md
+++ b/data/jurisdictions/us/states/wi/people/francesca-hong.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 76"
+represents: "us/states/wi/districts/house/76"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 76 (WI State House of Representatives District 76).
 
+Represents [WI State House of Representatives District 76](/us/states/wi/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/greta-neubauer.md b/data/jurisdictions/us/states/wi/people/greta-neubauer.md
index d58cc84545..4a9e8223ed 100644
--- a/data/jurisdictions/us/states/wi/people/greta-neubauer.md
+++ b/data/jurisdictions/us/states/wi/people/greta-neubauer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 66"
+represents: "us/states/wi/districts/house/66"
 tenure:
   start: "2018-01-27"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 66 (WI State House of Representatives District 66).
 
+Represents [WI State House of Representatives District 66](/us/states/wi/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/gus-gustafson.md b/data/jurisdictions/us/states/wi/people/gus-gustafson.md
index 2c1b023539..1b8d07a6ae 100644
--- a/data/jurisdictions/us/states/wi/people/gus-gustafson.md
+++ b/data/jurisdictions/us/states/wi/people/gus-gustafson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 55"
+represents: "us/states/wi/districts/house/55"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 55 (WI State House of Representatives District 55).
 
+Represents [WI State House of Representatives District 55](/us/states/wi/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/howard-marklein.md b/data/jurisdictions/us/states/wi/people/howard-marklein.md
index 5bfb2e7e2f..9f58598a7f 100644
--- a/data/jurisdictions/us/states/wi/people/howard-marklein.md
+++ b/data/jurisdictions/us/states/wi/people/howard-marklein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 17"
+represents: "us/states/wi/districts/senate/17"
 tenure:
   start: "2015-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 17 (WI State Senate District 17).
 
+Represents [WI State Senate District 17](/us/states/wi/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jamie-wall.md b/data/jurisdictions/us/states/wi/people/jamie-wall.md
index bf738fee3b..5d94a6f9c2 100644
--- a/data/jurisdictions/us/states/wi/people/jamie-wall.md
+++ b/data/jurisdictions/us/states/wi/people/jamie-wall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 30"
+represents: "us/states/wi/districts/senate/30"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 30 (WI State Senate District 30).
 
+Represents [WI State Senate District 30](/us/states/wi/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jeff-mursau.md b/data/jurisdictions/us/states/wi/people/jeff-mursau.md
index cd7cba1072..9f85d45494 100644
--- a/data/jurisdictions/us/states/wi/people/jeff-mursau.md
+++ b/data/jurisdictions/us/states/wi/people/jeff-mursau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 36"
+represents: "us/states/wi/districts/house/36"
 tenure:
   start: "2005-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 36 (WI State House of Representatives District 36).
 
+Represents [WI State House of Representatives District 36](/us/states/wi/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jeff-smith.md b/data/jurisdictions/us/states/wi/people/jeff-smith.md
index df81dff74f..42bde7f3b6 100644
--- a/data/jurisdictions/us/states/wi/people/jeff-smith.md
+++ b/data/jurisdictions/us/states/wi/people/jeff-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 31"
+represents: "us/states/wi/districts/senate/31"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 31 (WI State Senate District 31).
 
+Represents [WI State Senate District 31](/us/states/wi/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jenna-jacobson.md b/data/jurisdictions/us/states/wi/people/jenna-jacobson.md
index 1f156f25cb..9a6d78225c 100644
--- a/data/jurisdictions/us/states/wi/people/jenna-jacobson.md
+++ b/data/jurisdictions/us/states/wi/people/jenna-jacobson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 50"
+represents: "us/states/wi/districts/house/50"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 50 (WI State House of Representatives District 50).
 
+Represents [WI State House of Representatives District 50](/us/states/wi/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jerry-o-connor.md b/data/jurisdictions/us/states/wi/people/jerry-o-connor.md
index ced705d5e1..c14961fcfe 100644
--- a/data/jurisdictions/us/states/wi/people/jerry-o-connor.md
+++ b/data/jurisdictions/us/states/wi/people/jerry-o-connor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 60"
+represents: "us/states/wi/districts/house/60"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 60 (WI State House of Representatives District 60).
 
+Represents [WI State House of Representatives District 60](/us/states/wi/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jesse-james.md b/data/jurisdictions/us/states/wi/people/jesse-james.md
index a817553412..fa190982a9 100644
--- a/data/jurisdictions/us/states/wi/people/jesse-james.md
+++ b/data/jurisdictions/us/states/wi/people/jesse-james.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 23"
+represents: "us/states/wi/districts/senate/23"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 23 (WI State Senate District 23).
 
+Represents [WI State Senate District 23](/us/states/wi/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jessie-rodriguez.md b/data/jurisdictions/us/states/wi/people/jessie-rodriguez.md
index 5ec9a6b6a0..2e3de5e5ce 100644
--- a/data/jurisdictions/us/states/wi/people/jessie-rodriguez.md
+++ b/data/jurisdictions/us/states/wi/people/jessie-rodriguez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 21"
+represents: "us/states/wi/districts/house/21"
 tenure:
   start: "2013-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 21 (WI State House of Representatives District 21).
 
+Represents [WI State House of Representatives District 21](/us/states/wi/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jill-billings.md b/data/jurisdictions/us/states/wi/people/jill-billings.md
index dc5a5a11b0..8ec6e77d66 100644
--- a/data/jurisdictions/us/states/wi/people/jill-billings.md
+++ b/data/jurisdictions/us/states/wi/people/jill-billings.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 95"
+represents: "us/states/wi/districts/house/95"
 tenure:
   start: "2012-01-26"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 95 (WI State House of Representatives District 95).
 
+Represents [WI State House of Representatives District 95](/us/states/wi/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jim-piwowarczyk.md b/data/jurisdictions/us/states/wi/people/jim-piwowarczyk.md
index e96603c3e3..3a780c3dc8 100644
--- a/data/jurisdictions/us/states/wi/people/jim-piwowarczyk.md
+++ b/data/jurisdictions/us/states/wi/people/jim-piwowarczyk.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 98"
+represents: "us/states/wi/districts/house/98"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 98 (WI State House of Representatives District 98).
 
+Represents [WI State House of Representatives District 98](/us/states/wi/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/joan-fitzgerald.md b/data/jurisdictions/us/states/wi/people/joan-fitzgerald.md
index 4cc72af3b8..1457d5438b 100644
--- a/data/jurisdictions/us/states/wi/people/joan-fitzgerald.md
+++ b/data/jurisdictions/us/states/wi/people/joan-fitzgerald.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 46"
+represents: "us/states/wi/districts/house/46"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 46 (WI State House of Representatives District 46).
 
+Represents [WI State House of Representatives District 46](/us/states/wi/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jodi-emerson.md b/data/jurisdictions/us/states/wi/people/jodi-emerson.md
index 6e14a420eb..13df525f17 100644
--- a/data/jurisdictions/us/states/wi/people/jodi-emerson.md
+++ b/data/jurisdictions/us/states/wi/people/jodi-emerson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 91"
+represents: "us/states/wi/districts/house/91"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 91 (WI State House of Representatives District 91).
 
+Represents [WI State House of Representatives District 91](/us/states/wi/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/jodi-habush-sinykin.md b/data/jurisdictions/us/states/wi/people/jodi-habush-sinykin.md
index 535a391246..ff1421e18e 100644
--- a/data/jurisdictions/us/states/wi/people/jodi-habush-sinykin.md
+++ b/data/jurisdictions/us/states/wi/people/jodi-habush-sinykin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 8"
+represents: "us/states/wi/districts/senate/8"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 8 (WI State Senate District 8).
 
+Represents [WI State Senate District 8](/us/states/wi/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/joe-sheehan.md b/data/jurisdictions/us/states/wi/people/joe-sheehan.md
index 6a8424fd49..7486ce369c 100644
--- a/data/jurisdictions/us/states/wi/people/joe-sheehan.md
+++ b/data/jurisdictions/us/states/wi/people/joe-sheehan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 26"
+represents: "us/states/wi/districts/house/26"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 26 (WI State House of Representatives District 26).
 
+Represents [WI State House of Representatives District 26](/us/states/wi/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/joel-kitchens.md b/data/jurisdictions/us/states/wi/people/joel-kitchens.md
index 9fcc200ece..545d737dc0 100644
--- a/data/jurisdictions/us/states/wi/people/joel-kitchens.md
+++ b/data/jurisdictions/us/states/wi/people/joel-kitchens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 1"
+represents: "us/states/wi/districts/house/1"
 tenure:
   start: "2015-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 1 (WI State House of Representatives District 1).
 
+Represents [WI State House of Representatives District 1](/us/states/wi/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/john-jagler.md b/data/jurisdictions/us/states/wi/people/john-jagler.md
index 756828191a..88a4b531f3 100644
--- a/data/jurisdictions/us/states/wi/people/john-jagler.md
+++ b/data/jurisdictions/us/states/wi/people/john-jagler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 13"
+represents: "us/states/wi/districts/senate/13"
 tenure:
   start: "2021-04-23"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 13 (WI State Senate District 13).
 
+Represents [WI State Senate District 13](/us/states/wi/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/john-spiros.md b/data/jurisdictions/us/states/wi/people/john-spiros.md
index c131c2ae6c..43a597fa29 100644
--- a/data/jurisdictions/us/states/wi/people/john-spiros.md
+++ b/data/jurisdictions/us/states/wi/people/john-spiros.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 86"
+represents: "us/states/wi/districts/house/86"
 tenure:
   start: "2013-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 86 (WI State House of Representatives District 86).
 
+Represents [WI State House of Representatives District 86](/us/states/wi/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/joy-goeben.md b/data/jurisdictions/us/states/wi/people/joy-goeben.md
index 9ecff73abe..0355733376 100644
--- a/data/jurisdictions/us/states/wi/people/joy-goeben.md
+++ b/data/jurisdictions/us/states/wi/people/joy-goeben.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 5"
+represents: "us/states/wi/districts/house/5"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 5 (WI State House of Representatives District 5).
 
+Represents [WI State House of Representatives District 5](/us/states/wi/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/julian-bradley.md b/data/jurisdictions/us/states/wi/people/julian-bradley.md
index ec0adbfa6e..6285c9f2ea 100644
--- a/data/jurisdictions/us/states/wi/people/julian-bradley.md
+++ b/data/jurisdictions/us/states/wi/people/julian-bradley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 28"
+represents: "us/states/wi/districts/senate/28"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 28 (WI State Senate District 28).
 
+Represents [WI State Senate District 28](/us/states/wi/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/kalan-haywood.md b/data/jurisdictions/us/states/wi/people/kalan-haywood.md
index 9b2f1f327a..2ceae43b96 100644
--- a/data/jurisdictions/us/states/wi/people/kalan-haywood.md
+++ b/data/jurisdictions/us/states/wi/people/kalan-haywood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 16"
+represents: "us/states/wi/districts/house/16"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 16 (WI State House of Representatives District 16).
 
+Represents [WI State House of Representatives District 16](/us/states/wi/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/karen-desanto.md b/data/jurisdictions/us/states/wi/people/karen-desanto.md
index e843c76124..1225eab1fd 100644
--- a/data/jurisdictions/us/states/wi/people/karen-desanto.md
+++ b/data/jurisdictions/us/states/wi/people/karen-desanto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 40"
+represents: "us/states/wi/districts/house/40"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 40 (WI State House of Representatives District 40).
 
+Represents [WI State House of Representatives District 40](/us/states/wi/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/karen-hurd.md b/data/jurisdictions/us/states/wi/people/karen-hurd.md
index d56da444c6..3f28e7fb84 100644
--- a/data/jurisdictions/us/states/wi/people/karen-hurd.md
+++ b/data/jurisdictions/us/states/wi/people/karen-hurd.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 69"
+represents: "us/states/wi/districts/house/69"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 69 (WI State House of Representatives District 69).
 
+Represents [WI State House of Representatives District 69](/us/states/wi/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/karen-kirsch.md b/data/jurisdictions/us/states/wi/people/karen-kirsch.md
index e47bfd990e..aeaf0eee71 100644
--- a/data/jurisdictions/us/states/wi/people/karen-kirsch.md
+++ b/data/jurisdictions/us/states/wi/people/karen-kirsch.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 7"
+represents: "us/states/wi/districts/house/7"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 7 (WI State House of Representatives District 7).
 
+Represents [WI State House of Representatives District 7](/us/states/wi/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/kelda-roys.md b/data/jurisdictions/us/states/wi/people/kelda-roys.md
index fa02508f5f..238c702657 100644
--- a/data/jurisdictions/us/states/wi/people/kelda-roys.md
+++ b/data/jurisdictions/us/states/wi/people/kelda-roys.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 26"
+represents: "us/states/wi/districts/senate/26"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 26 (WI State Senate District 26).
 
+Represents [WI State Senate District 26](/us/states/wi/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/kevin-petersen.md b/data/jurisdictions/us/states/wi/people/kevin-petersen.md
index ba40295948..70aa5b5632 100644
--- a/data/jurisdictions/us/states/wi/people/kevin-petersen.md
+++ b/data/jurisdictions/us/states/wi/people/kevin-petersen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 57"
+represents: "us/states/wi/districts/house/57"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 57 (WI State House of Representatives District 57).
 
+Represents [WI State House of Representatives District 57](/us/states/wi/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/kristin-dassler-alfheim.md b/data/jurisdictions/us/states/wi/people/kristin-dassler-alfheim.md
index 4e2d378f64..b7af11167e 100644
--- a/data/jurisdictions/us/states/wi/people/kristin-dassler-alfheim.md
+++ b/data/jurisdictions/us/states/wi/people/kristin-dassler-alfheim.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 18"
+represents: "us/states/wi/districts/senate/18"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 18 (WI State Senate District 18).
 
+Represents [WI State Senate District 18](/us/states/wi/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/latonya-johnson.md b/data/jurisdictions/us/states/wi/people/latonya-johnson.md
index 7168f0d68e..edaf7d8725 100644
--- a/data/jurisdictions/us/states/wi/people/latonya-johnson.md
+++ b/data/jurisdictions/us/states/wi/people/latonya-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 6"
+represents: "us/states/wi/districts/senate/6"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 6 (WI State Senate District 6).
 
+Represents [WI State Senate District 6](/us/states/wi/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/lee-snodgrass.md b/data/jurisdictions/us/states/wi/people/lee-snodgrass.md
index d38651b276..7a1fa0c53b 100644
--- a/data/jurisdictions/us/states/wi/people/lee-snodgrass.md
+++ b/data/jurisdictions/us/states/wi/people/lee-snodgrass.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 52"
+represents: "us/states/wi/districts/house/52"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 52 (WI State House of Representatives District 52).
 
+Represents [WI State House of Representatives District 52](/us/states/wi/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/lindee-brill.md b/data/jurisdictions/us/states/wi/people/lindee-brill.md
index a0b5987bc6..990af8b0c3 100644
--- a/data/jurisdictions/us/states/wi/people/lindee-brill.md
+++ b/data/jurisdictions/us/states/wi/people/lindee-brill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 27"
+represents: "us/states/wi/districts/house/27"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 27 (WI State House of Representatives District 27).
 
+Represents [WI State House of Representatives District 27](/us/states/wi/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/lisa-subeck.md b/data/jurisdictions/us/states/wi/people/lisa-subeck.md
index e18fbf361b..774e8347ea 100644
--- a/data/jurisdictions/us/states/wi/people/lisa-subeck.md
+++ b/data/jurisdictions/us/states/wi/people/lisa-subeck.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 79"
+represents: "us/states/wi/districts/house/79"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 79 (WI State House of Representatives District 79).
 
+Represents [WI State House of Representatives District 79](/us/states/wi/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/lori-palmeri.md b/data/jurisdictions/us/states/wi/people/lori-palmeri.md
index c03b345253..c1e22e3cac 100644
--- a/data/jurisdictions/us/states/wi/people/lori-palmeri.md
+++ b/data/jurisdictions/us/states/wi/people/lori-palmeri.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 54"
+represents: "us/states/wi/districts/house/54"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 54 (WI State House of Representatives District 54).
 
+Represents [WI State House of Representatives District 54](/us/states/wi/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/margaret-arney.md b/data/jurisdictions/us/states/wi/people/margaret-arney.md
index b1515a0645..abb40a731a 100644
--- a/data/jurisdictions/us/states/wi/people/margaret-arney.md
+++ b/data/jurisdictions/us/states/wi/people/margaret-arney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 18"
+represents: "us/states/wi/districts/house/18"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 18 (WI State House of Representatives District 18).
 
+Represents [WI State House of Representatives District 18](/us/states/wi/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/mark-born.md b/data/jurisdictions/us/states/wi/people/mark-born.md
index ae7d34a4a3..4303d072b3 100644
--- a/data/jurisdictions/us/states/wi/people/mark-born.md
+++ b/data/jurisdictions/us/states/wi/people/mark-born.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 37"
+represents: "us/states/wi/districts/house/37"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 37 (WI State House of Representatives District 37).
 
+Represents [WI State House of Representatives District 37](/us/states/wi/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/mark-spreitzer.md b/data/jurisdictions/us/states/wi/people/mark-spreitzer.md
index 2382fdb4fa..33e3bfb79f 100644
--- a/data/jurisdictions/us/states/wi/people/mark-spreitzer.md
+++ b/data/jurisdictions/us/states/wi/people/mark-spreitzer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 15"
+represents: "us/states/wi/districts/senate/15"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 15 (WI State Senate District 15).
 
+Represents [WI State Senate District 15](/us/states/wi/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/mary-felzkowski.md b/data/jurisdictions/us/states/wi/people/mary-felzkowski.md
index 779d157d37..e1ba64c349 100644
--- a/data/jurisdictions/us/states/wi/people/mary-felzkowski.md
+++ b/data/jurisdictions/us/states/wi/people/mary-felzkowski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 12"
+represents: "us/states/wi/districts/senate/12"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 12 (WI State Senate District 12).
 
+Represents [WI State Senate District 12](/us/states/wi/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/maureen-mccarville.md b/data/jurisdictions/us/states/wi/people/maureen-mccarville.md
index 8ef1e83e49..fdc73c97e7 100644
--- a/data/jurisdictions/us/states/wi/people/maureen-mccarville.md
+++ b/data/jurisdictions/us/states/wi/people/maureen-mccarville.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 42"
+represents: "us/states/wi/districts/house/42"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 42 (WI State House of Representatives District 42).
 
+Represents [WI State House of Representatives District 42](/us/states/wi/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/melissa-ratcliff.md b/data/jurisdictions/us/states/wi/people/melissa-ratcliff.md
index bb09e8a2d9..4077d1f166 100644
--- a/data/jurisdictions/us/states/wi/people/melissa-ratcliff.md
+++ b/data/jurisdictions/us/states/wi/people/melissa-ratcliff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 16"
+represents: "us/states/wi/districts/senate/16"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 16 (WI State Senate District 16).
 
+Represents [WI State Senate District 16](/us/states/wi/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/mike-bare.md b/data/jurisdictions/us/states/wi/people/mike-bare.md
index 4cb70abb22..209b41a61d 100644
--- a/data/jurisdictions/us/states/wi/people/mike-bare.md
+++ b/data/jurisdictions/us/states/wi/people/mike-bare.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 80"
+represents: "us/states/wi/districts/house/80"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 80 (WI State House of Representatives District 80).
 
+Represents [WI State House of Representatives District 80](/us/states/wi/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/nancy-vandermeer.md b/data/jurisdictions/us/states/wi/people/nancy-vandermeer.md
index bf7adb8e4e..1f07679746 100644
--- a/data/jurisdictions/us/states/wi/people/nancy-vandermeer.md
+++ b/data/jurisdictions/us/states/wi/people/nancy-vandermeer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 70"
+represents: "us/states/wi/districts/house/70"
 tenure:
   start: "2015-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 70 (WI State House of Representatives District 70).
 
+Represents [WI State House of Representatives District 70](/us/states/wi/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/pat-snyder.md b/data/jurisdictions/us/states/wi/people/pat-snyder.md
index 595a767967..11c2ba21eb 100644
--- a/data/jurisdictions/us/states/wi/people/pat-snyder.md
+++ b/data/jurisdictions/us/states/wi/people/pat-snyder.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 85"
+represents: "us/states/wi/districts/house/85"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 85 (WI State House of Representatives District 85).
 
+Represents [WI State House of Representatives District 85](/us/states/wi/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/patrick-testin.md b/data/jurisdictions/us/states/wi/people/patrick-testin.md
index 5a07d7314b..fed4814802 100644
--- a/data/jurisdictions/us/states/wi/people/patrick-testin.md
+++ b/data/jurisdictions/us/states/wi/people/patrick-testin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 24"
+represents: "us/states/wi/districts/senate/24"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 24 (WI State Senate District 24).
 
+Represents [WI State Senate District 24](/us/states/wi/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/paul-melotik.md b/data/jurisdictions/us/states/wi/people/paul-melotik.md
index fc15841659..7dc97f44cd 100644
--- a/data/jurisdictions/us/states/wi/people/paul-melotik.md
+++ b/data/jurisdictions/us/states/wi/people/paul-melotik.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 22"
+represents: "us/states/wi/districts/house/22"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 22 (WI State House of Representatives District 22).
 
+Represents [WI State House of Representatives District 22](/us/states/wi/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/paul-tittl.md b/data/jurisdictions/us/states/wi/people/paul-tittl.md
index b192083ac5..052d12d883 100644
--- a/data/jurisdictions/us/states/wi/people/paul-tittl.md
+++ b/data/jurisdictions/us/states/wi/people/paul-tittl.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 25"
+represents: "us/states/wi/districts/house/25"
 tenure:
   start: "2013-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 25 (WI State House of Representatives District 25).
 
+Represents [WI State House of Representatives District 25](/us/states/wi/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/priscilla-prado.md b/data/jurisdictions/us/states/wi/people/priscilla-prado.md
index da5182bf0b..e64ea72ede 100644
--- a/data/jurisdictions/us/states/wi/people/priscilla-prado.md
+++ b/data/jurisdictions/us/states/wi/people/priscilla-prado.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 9"
+represents: "us/states/wi/districts/house/9"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 9 (WI State House of Representatives District 9).
 
+Represents [WI State House of Representatives District 9](/us/states/wi/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/rachael-cabral-guevara.md b/data/jurisdictions/us/states/wi/people/rachael-cabral-guevara.md
index 73446c35fc..82b738bb82 100644
--- a/data/jurisdictions/us/states/wi/people/rachael-cabral-guevara.md
+++ b/data/jurisdictions/us/states/wi/people/rachael-cabral-guevara.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 19"
+represents: "us/states/wi/districts/senate/19"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 19 (WI State Senate District 19).
 
+Represents [WI State Senate District 19](/us/states/wi/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/randy-udell.md b/data/jurisdictions/us/states/wi/people/randy-udell.md
index 8750bc3d91..20ab4f61e7 100644
--- a/data/jurisdictions/us/states/wi/people/randy-udell.md
+++ b/data/jurisdictions/us/states/wi/people/randy-udell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 47"
+represents: "us/states/wi/districts/house/47"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 47 (WI State House of Representatives District 47).
 
+Represents [WI State House of Representatives District 47](/us/states/wi/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/renuka-mayadev.md b/data/jurisdictions/us/states/wi/people/renuka-mayadev.md
index c2956ac061..c034c17374 100644
--- a/data/jurisdictions/us/states/wi/people/renuka-mayadev.md
+++ b/data/jurisdictions/us/states/wi/people/renuka-mayadev.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 77"
+represents: "us/states/wi/districts/house/77"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 77 (WI State House of Representatives District 77).
 
+Represents [WI State House of Representatives District 77](/us/states/wi/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/rick-gundrum.md b/data/jurisdictions/us/states/wi/people/rick-gundrum.md
index d29671da66..326450de38 100644
--- a/data/jurisdictions/us/states/wi/people/rick-gundrum.md
+++ b/data/jurisdictions/us/states/wi/people/rick-gundrum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 58"
+represents: "us/states/wi/districts/house/58"
 tenure:
   start: "2018-01-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 58 (WI State House of Representatives District 58).
 
+Represents [WI State House of Representatives District 58](/us/states/wi/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/rob-brooks.md b/data/jurisdictions/us/states/wi/people/rob-brooks.md
index 73ecc9d470..a7ea6e7dbb 100644
--- a/data/jurisdictions/us/states/wi/people/rob-brooks.md
+++ b/data/jurisdictions/us/states/wi/people/rob-brooks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 59"
+represents: "us/states/wi/districts/house/59"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 59 (WI State House of Representatives District 59).
 
+Represents [WI State House of Representatives District 59](/us/states/wi/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/rob-hutton.md b/data/jurisdictions/us/states/wi/people/rob-hutton.md
index 49fcecd177..d87eba6d7d 100644
--- a/data/jurisdictions/us/states/wi/people/rob-hutton.md
+++ b/data/jurisdictions/us/states/wi/people/rob-hutton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 5"
+represents: "us/states/wi/districts/senate/5"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 5 (WI State Senate District 5).
 
+Represents [WI State Senate District 5](/us/states/wi/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/rob-kreibich.md b/data/jurisdictions/us/states/wi/people/rob-kreibich.md
index 0e71d0a6ca..0b5a4e3172 100644
--- a/data/jurisdictions/us/states/wi/people/rob-kreibich.md
+++ b/data/jurisdictions/us/states/wi/people/rob-kreibich.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 28"
+represents: "us/states/wi/districts/house/28"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 28 (WI State House of Representatives District 28).
 
+Represents [WI State House of Representatives District 28](/us/states/wi/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/rob-stafsholt.md b/data/jurisdictions/us/states/wi/people/rob-stafsholt.md
index 942a1022fc..312381b320 100644
--- a/data/jurisdictions/us/states/wi/people/rob-stafsholt.md
+++ b/data/jurisdictions/us/states/wi/people/rob-stafsholt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 10"
+represents: "us/states/wi/districts/senate/10"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 10 (WI State Senate District 10).
 
+Represents [WI State Senate District 10](/us/states/wi/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/rob-summerfield.md b/data/jurisdictions/us/states/wi/people/rob-summerfield.md
index 12848a3016..3e6a049e34 100644
--- a/data/jurisdictions/us/states/wi/people/rob-summerfield.md
+++ b/data/jurisdictions/us/states/wi/people/rob-summerfield.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 68"
+represents: "us/states/wi/districts/house/68"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 68 (WI State House of Representatives District 68).
 
+Represents [WI State House of Representatives District 68](/us/states/wi/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/rob-swearingen.md b/data/jurisdictions/us/states/wi/people/rob-swearingen.md
index 808a06c493..ef0b59894f 100644
--- a/data/jurisdictions/us/states/wi/people/rob-swearingen.md
+++ b/data/jurisdictions/us/states/wi/people/rob-swearingen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 34"
+represents: "us/states/wi/districts/house/34"
 tenure:
   start: "2013-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 34 (WI State House of Representatives District 34).
 
+Represents [WI State House of Representatives District 34](/us/states/wi/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/robin-vos.md b/data/jurisdictions/us/states/wi/people/robin-vos.md
index e53bbd2a79..e4689066fd 100644
--- a/data/jurisdictions/us/states/wi/people/robin-vos.md
+++ b/data/jurisdictions/us/states/wi/people/robin-vos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 33"
+represents: "us/states/wi/districts/house/33"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 33 (WI State House of Representatives District 33).
 
+Represents [WI State House of Representatives District 33](/us/states/wi/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/robyn-vining.md b/data/jurisdictions/us/states/wi/people/robyn-vining.md
index 3937248050..639ee89a4d 100644
--- a/data/jurisdictions/us/states/wi/people/robyn-vining.md
+++ b/data/jurisdictions/us/states/wi/people/robyn-vining.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 13"
+represents: "us/states/wi/districts/house/13"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 13 (WI State House of Representatives District 13).
 
+Represents [WI State House of Representatives District 13](/us/states/wi/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/romaine-quinn.md b/data/jurisdictions/us/states/wi/people/romaine-quinn.md
index 8693dcbfb6..e268886ee5 100644
--- a/data/jurisdictions/us/states/wi/people/romaine-quinn.md
+++ b/data/jurisdictions/us/states/wi/people/romaine-quinn.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 25"
+represents: "us/states/wi/districts/senate/25"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 25 (WI State Senate District 25).
 
+Represents [WI State Senate District 25](/us/states/wi/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/ron-tusler.md b/data/jurisdictions/us/states/wi/people/ron-tusler.md
index e0afddcf7e..88a0186998 100644
--- a/data/jurisdictions/us/states/wi/people/ron-tusler.md
+++ b/data/jurisdictions/us/states/wi/people/ron-tusler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 3"
+represents: "us/states/wi/districts/house/3"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 3 (WI State House of Representatives District 3).
 
+Represents [WI State House of Representatives District 3](/us/states/wi/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/russell-goodwin.md b/data/jurisdictions/us/states/wi/people/russell-goodwin.md
index 176cd3e84a..bad241287b 100644
--- a/data/jurisdictions/us/states/wi/people/russell-goodwin.md
+++ b/data/jurisdictions/us/states/wi/people/russell-goodwin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 12"
+represents: "us/states/wi/districts/house/12"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 12 (WI State House of Representatives District 12).
 
+Represents [WI State House of Representatives District 12](/us/states/wi/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/ryan-clancy.md b/data/jurisdictions/us/states/wi/people/ryan-clancy.md
index df4e273982..3b28c7060f 100644
--- a/data/jurisdictions/us/states/wi/people/ryan-clancy.md
+++ b/data/jurisdictions/us/states/wi/people/ryan-clancy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 19"
+represents: "us/states/wi/districts/house/19"
 tenure:
   start: "2023-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 19 (WI State House of Representatives District 19).
 
+Represents [WI State House of Representatives District 19](/us/states/wi/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/ryan-spaude.md b/data/jurisdictions/us/states/wi/people/ryan-spaude.md
index 6c2c571e8e..c38de131f6 100644
--- a/data/jurisdictions/us/states/wi/people/ryan-spaude.md
+++ b/data/jurisdictions/us/states/wi/people/ryan-spaude.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 89"
+represents: "us/states/wi/districts/house/89"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 89 (WI State House of Representatives District 89).
 
+Represents [WI State House of Representatives District 89](/us/states/wi/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/sarah-keyeski.md b/data/jurisdictions/us/states/wi/people/sarah-keyeski.md
index 9ebda35133..94e5d1af92 100644
--- a/data/jurisdictions/us/states/wi/people/sarah-keyeski.md
+++ b/data/jurisdictions/us/states/wi/people/sarah-keyeski.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 14"
+represents: "us/states/wi/districts/senate/14"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 14 (WI State Senate District 14).
 
+Represents [WI State Senate District 14](/us/states/wi/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/scott-allen.md b/data/jurisdictions/us/states/wi/people/scott-allen.md
index fd969b752d..351a2e24ee 100644
--- a/data/jurisdictions/us/states/wi/people/scott-allen.md
+++ b/data/jurisdictions/us/states/wi/people/scott-allen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 82"
+represents: "us/states/wi/districts/house/82"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 82 (WI State House of Representatives District 82).
 
+Represents [WI State House of Representatives District 82](/us/states/wi/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/scott-krug.md b/data/jurisdictions/us/states/wi/people/scott-krug.md
index 50b8d6041d..a9fd67de31 100644
--- a/data/jurisdictions/us/states/wi/people/scott-krug.md
+++ b/data/jurisdictions/us/states/wi/people/scott-krug.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 72"
+represents: "us/states/wi/districts/house/72"
 tenure:
   start: "2011-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 72 (WI State House of Representatives District 72).
 
+Represents [WI State House of Representatives District 72](/us/states/wi/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/sequanna-taylor.md b/data/jurisdictions/us/states/wi/people/sequanna-taylor.md
index bf79d0b988..e9337fca94 100644
--- a/data/jurisdictions/us/states/wi/people/sequanna-taylor.md
+++ b/data/jurisdictions/us/states/wi/people/sequanna-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 11"
+represents: "us/states/wi/districts/house/11"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 11 (WI State House of Representatives District 11).
 
+Represents [WI State House of Representatives District 11](/us/states/wi/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/shae-sortwell.md b/data/jurisdictions/us/states/wi/people/shae-sortwell.md
index 422ae15877..c3e4b708dd 100644
--- a/data/jurisdictions/us/states/wi/people/shae-sortwell.md
+++ b/data/jurisdictions/us/states/wi/people/shae-sortwell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 2"
+represents: "us/states/wi/districts/house/2"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 2 (WI State House of Representatives District 2).
 
+Represents [WI State House of Representatives District 2](/us/states/wi/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/shannon-zimmerman.md b/data/jurisdictions/us/states/wi/people/shannon-zimmerman.md
index 5668e32274..e020bbb52a 100644
--- a/data/jurisdictions/us/states/wi/people/shannon-zimmerman.md
+++ b/data/jurisdictions/us/states/wi/people/shannon-zimmerman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 30"
+represents: "us/states/wi/districts/house/30"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 30 (WI State House of Representatives District 30).
 
+Represents [WI State House of Representatives District 30](/us/states/wi/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/shelia-stubbs.md b/data/jurisdictions/us/states/wi/people/shelia-stubbs.md
index 80c960f886..59ff970ddf 100644
--- a/data/jurisdictions/us/states/wi/people/shelia-stubbs.md
+++ b/data/jurisdictions/us/states/wi/people/shelia-stubbs.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 78"
+represents: "us/states/wi/districts/house/78"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 78 (WI State House of Representatives District 78).
 
+Represents [WI State House of Representatives District 78](/us/states/wi/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/steve-doyle.md b/data/jurisdictions/us/states/wi/people/steve-doyle.md
index 08e75cb3f6..0496f53a17 100644
--- a/data/jurisdictions/us/states/wi/people/steve-doyle.md
+++ b/data/jurisdictions/us/states/wi/people/steve-doyle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 94"
+represents: "us/states/wi/districts/house/94"
 tenure:
   start: "2011-05-17"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 94 (WI State House of Representatives District 94).
 
+Represents [WI State House of Representatives District 94](/us/states/wi/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/steve-nass.md b/data/jurisdictions/us/states/wi/people/steve-nass.md
index edc5f8786a..61cec3bf24 100644
--- a/data/jurisdictions/us/states/wi/people/steve-nass.md
+++ b/data/jurisdictions/us/states/wi/people/steve-nass.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 11"
+represents: "us/states/wi/districts/senate/11"
 tenure:
   start: "2015-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 11 (WI State Senate District 11).
 
+Represents [WI State Senate District 11](/us/states/wi/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/supreme-moore-omokunde.md b/data/jurisdictions/us/states/wi/people/supreme-moore-omokunde.md
index 2c23f96d7a..1c66396a13 100644
--- a/data/jurisdictions/us/states/wi/people/supreme-moore-omokunde.md
+++ b/data/jurisdictions/us/states/wi/people/supreme-moore-omokunde.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 17"
+represents: "us/states/wi/districts/house/17"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 17 (WI State House of Representatives District 17).
 
+Represents [WI State House of Representatives District 17](/us/states/wi/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/sylvia-ortiz-velez.md b/data/jurisdictions/us/states/wi/people/sylvia-ortiz-velez.md
index 9d69280022..39cf2b0c70 100644
--- a/data/jurisdictions/us/states/wi/people/sylvia-ortiz-velez.md
+++ b/data/jurisdictions/us/states/wi/people/sylvia-ortiz-velez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 8"
+represents: "us/states/wi/districts/house/8"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 8 (WI State House of Representatives District 8).
 
+Represents [WI State House of Representatives District 8](/us/states/wi/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/tara-johnson.md b/data/jurisdictions/us/states/wi/people/tara-johnson.md
index 4e9af97100..f94ba727eb 100644
--- a/data/jurisdictions/us/states/wi/people/tara-johnson.md
+++ b/data/jurisdictions/us/states/wi/people/tara-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 96"
+represents: "us/states/wi/districts/house/96"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 96 (WI State House of Representatives District 96).
 
+Represents [WI State House of Representatives District 96](/us/states/wi/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/tim-carpenter.md b/data/jurisdictions/us/states/wi/people/tim-carpenter.md
index 68d06ed490..2aa72fb661 100644
--- a/data/jurisdictions/us/states/wi/people/tim-carpenter.md
+++ b/data/jurisdictions/us/states/wi/people/tim-carpenter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 3"
+represents: "us/states/wi/districts/senate/3"
 tenure:
   start: "2003-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 3 (WI State Senate District 3).
 
+Represents [WI State Senate District 3](/us/states/wi/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/tip-mcguire.md b/data/jurisdictions/us/states/wi/people/tip-mcguire.md
index 11fea89c41..fc38f20f75 100644
--- a/data/jurisdictions/us/states/wi/people/tip-mcguire.md
+++ b/data/jurisdictions/us/states/wi/people/tip-mcguire.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 64"
+represents: "us/states/wi/districts/house/64"
 tenure:
   start: "2019-05-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 64 (WI State House of Representatives District 64).
 
+Represents [WI State House of Representatives District 64](/us/states/wi/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/todd-novak.md b/data/jurisdictions/us/states/wi/people/todd-novak.md
index 3634edca1f..888cec4d41 100644
--- a/data/jurisdictions/us/states/wi/people/todd-novak.md
+++ b/data/jurisdictions/us/states/wi/people/todd-novak.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 51"
+represents: "us/states/wi/districts/house/51"
 tenure:
   start: "2015-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 51 (WI State House of Representatives District 51).
 
+Represents [WI State House of Representatives District 51](/us/states/wi/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/tony-kurtz.md b/data/jurisdictions/us/states/wi/people/tony-kurtz.md
index 32acad1dca..5dc7f5e21f 100644
--- a/data/jurisdictions/us/states/wi/people/tony-kurtz.md
+++ b/data/jurisdictions/us/states/wi/people/tony-kurtz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 41"
+represents: "us/states/wi/districts/house/41"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 41 (WI State House of Representatives District 41).
 
+Represents [WI State House of Representatives District 41](/us/states/wi/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/travis-tranel.md b/data/jurisdictions/us/states/wi/people/travis-tranel.md
index b13962ca65..65b14e6499 100644
--- a/data/jurisdictions/us/states/wi/people/travis-tranel.md
+++ b/data/jurisdictions/us/states/wi/people/travis-tranel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 49"
+represents: "us/states/wi/districts/house/49"
 tenure:
   start: "2011-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 49 (WI State House of Representatives District 49).
 
+Represents [WI State House of Representatives District 49](/us/states/wi/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/treig-pronschinske.md b/data/jurisdictions/us/states/wi/people/treig-pronschinske.md
index 7629c8c4dd..80b250cd80 100644
--- a/data/jurisdictions/us/states/wi/people/treig-pronschinske.md
+++ b/data/jurisdictions/us/states/wi/people/treig-pronschinske.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 29"
+represents: "us/states/wi/districts/house/29"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 29 (WI State House of Representatives District 29).
 
+Represents [WI State House of Representatives District 29](/us/states/wi/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/tyler-august.md b/data/jurisdictions/us/states/wi/people/tyler-august.md
index 504c65648a..fd6f84cace 100644
--- a/data/jurisdictions/us/states/wi/people/tyler-august.md
+++ b/data/jurisdictions/us/states/wi/people/tyler-august.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 31"
+represents: "us/states/wi/districts/house/31"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 31 (WI State House of Representatives District 31).
 
+Represents [WI State House of Representatives District 31](/us/states/wi/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/van-wanggaard.md b/data/jurisdictions/us/states/wi/people/van-wanggaard.md
index 65c8cd5ac9..dd1ac21886 100644
--- a/data/jurisdictions/us/states/wi/people/van-wanggaard.md
+++ b/data/jurisdictions/us/states/wi/people/van-wanggaard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State Senate District 21"
+represents: "us/states/wi/districts/senate/21"
 tenure:
   start: "2015-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI Senate District 21 (WI State Senate District 21).
 
+Represents [WI State Senate District 21](/us/states/wi/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/vinnie-miresse.md b/data/jurisdictions/us/states/wi/people/vinnie-miresse.md
index 2c17fe13ef..01d61c3d49 100644
--- a/data/jurisdictions/us/states/wi/people/vinnie-miresse.md
+++ b/data/jurisdictions/us/states/wi/people/vinnie-miresse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 71"
+represents: "us/states/wi/districts/house/71"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 71 (WI State House of Representatives District 71).
 
+Represents [WI State House of Representatives District 71](/us/states/wi/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wi/people/will-penterman.md b/data/jurisdictions/us/states/wi/people/will-penterman.md
index 964428fe0d..0252c3acc1 100644
--- a/data/jurisdictions/us/states/wi/people/will-penterman.md
+++ b/data/jurisdictions/us/states/wi/people/will-penterman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WI"
 district: "WI State House of Representatives District 38"
+represents: "us/states/wi/districts/house/38"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WI House District 38 (WI State House of Representatives District 38).
 
+Represents [WI State House of Representatives District 38](/us/states/wi/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/counties/barbour/index.md b/data/jurisdictions/us/states/wv/counties/barbour/index.md
index acf3c193b5..5a524927c1 100644
--- a/data/jurisdictions/us/states/wv/counties/barbour/index.md
+++ b/data/jurisdictions/us/states/wv/counties/barbour/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 35
   hispanic: 192
   bachelors_plus: 1762
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wv/districts/house/68"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 192 |
 | Bachelor's or higher | 1762 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 11](/us/states/wv/districts/senate/11.md) — 100% (state senate)
+- [WV House District 68](/us/states/wv/districts/house/68.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/berkeley/index.md b/data/jurisdictions/us/states/wv/counties/berkeley/index.md
index cb6f0b3751..e31db2a781 100644
--- a/data/jurisdictions/us/states/wv/counties/berkeley/index.md
+++ b/data/jurisdictions/us/states/wv/counties/berkeley/index.md
@@ -22,9 +22,45 @@ demographics:
   race_native: 151
   hispanic: 8294
   bachelors_plus: 30467
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wv/districts/senate/15"
+    rel: in-district
+    area_weight: 0.6556
+  - to: "us/states/wv/districts/senate/16"
+    rel: in-district
+    area_weight: 0.3438
+  - to: "us/states/wv/districts/house/91"
+    rel: in-district
+    area_weight: 0.2434
+  - to: "us/states/wv/districts/house/90"
+    rel: in-district
+    area_weight: 0.1607
+  - to: "us/states/wv/districts/house/92"
+    rel: in-district
+    area_weight: 0.1573
+  - to: "us/states/wv/districts/house/97"
+    rel: in-district
+    area_weight: 0.1083
+  - to: "us/states/wv/districts/house/93"
+    rel: in-district
+    area_weight: 0.1054
+  - to: "us/states/wv/districts/house/96"
+    rel: in-district
+    area_weight: 0.0876
+  - to: "us/states/wv/districts/house/94"
+    rel: in-district
+    area_weight: 0.0686
+  - to: "us/states/wv/districts/house/95"
+    rel: in-district
+    area_weight: 0.0681
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +92,21 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 8294 |
 | Bachelor's or higher | 30467 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 15](/us/states/wv/districts/senate/15.md) — 66% (state senate)
+- [WV Senate District 16](/us/states/wv/districts/senate/16.md) — 34% (state senate)
+- [WV House District 91](/us/states/wv/districts/house/91.md) — 24% (state house)
+- [WV House District 90](/us/states/wv/districts/house/90.md) — 16% (state house)
+- [WV House District 92](/us/states/wv/districts/house/92.md) — 16% (state house)
+- [WV House District 97](/us/states/wv/districts/house/97.md) — 11% (state house)
+- [WV House District 93](/us/states/wv/districts/house/93.md) — 11% (state house)
+- [WV House District 96](/us/states/wv/districts/house/96.md) — 9% (state house)
+- [WV House District 94](/us/states/wv/districts/house/94.md) — 7% (state house)
+- [WV House District 95](/us/states/wv/districts/house/95.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/boone/index.md b/data/jurisdictions/us/states/wv/counties/boone/index.md
index a96a5c1688..d3b95ef37b 100644
--- a/data/jurisdictions/us/states/wv/counties/boone/index.md
+++ b/data/jurisdictions/us/states/wv/counties/boone/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 5
   hispanic: 143
   bachelors_plus: 2338
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wv/districts/house/32"
+    rel: in-district
+    area_weight: 0.9208
+  - to: "us/states/wv/districts/house/31"
+    rel: in-district
+    area_weight: 0.0784
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 143 |
 | Bachelor's or higher | 2338 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 7](/us/states/wv/districts/senate/7.md) — 100% (state senate)
+- [WV House District 32](/us/states/wv/districts/house/32.md) — 92% (state house)
+- [WV House District 31](/us/states/wv/districts/house/31.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/braxton/index.md b/data/jurisdictions/us/states/wv/counties/braxton/index.md
index 02f0520e5e..228dec7610 100644
--- a/data/jurisdictions/us/states/wv/counties/braxton/index.md
+++ b/data/jurisdictions/us/states/wv/counties/braxton/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 69
   bachelors_plus: 1623
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/wv/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/63"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 69 |
 | Bachelor's or higher | 1623 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 11](/us/states/wv/districts/senate/11.md) — 100% (state senate)
+- [WV House District 63](/us/states/wv/districts/house/63.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/brooke/index.md b/data/jurisdictions/us/states/wv/counties/brooke/index.md
index f5322f3895..da0423df60 100644
--- a/data/jurisdictions/us/states/wv/counties/brooke/index.md
+++ b/data/jurisdictions/us/states/wv/counties/brooke/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 7
   hispanic: 310
   bachelors_plus: 5155
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/3"
+    rel: in-district
+    area_weight: 0.6387
+  - to: "us/states/wv/districts/house/2"
+    rel: in-district
+    area_weight: 0.2643
+  - to: "us/states/wv/districts/house/1"
+    rel: in-district
+    area_weight: 0.0966
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 310 |
 | Bachelor's or higher | 5155 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 1](/us/states/wv/districts/senate/1.md) — 100% (state senate)
+- [WV House District 3](/us/states/wv/districts/house/3.md) — 64% (state house)
+- [WV House District 2](/us/states/wv/districts/house/2.md) — 26% (state house)
+- [WV House District 1](/us/states/wv/districts/house/1.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/cabell/index.md b/data/jurisdictions/us/states/wv/counties/cabell/index.md
index 6f4685b3d2..d16ef0cfb7 100644
--- a/data/jurisdictions/us/states/wv/counties/cabell/index.md
+++ b/data/jurisdictions/us/states/wv/counties/cabell/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 50
   hispanic: 1631
   bachelors_plus: 28564
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wv/districts/senate/4"
+    rel: in-district
+    area_weight: 0.5678
+  - to: "us/states/wv/districts/senate/5"
+    rel: in-district
+    area_weight: 0.4317
+  - to: "us/states/wv/districts/house/22"
+    rel: in-district
+    area_weight: 0.5009
+  - to: "us/states/wv/districts/house/23"
+    rel: in-district
+    area_weight: 0.2598
+  - to: "us/states/wv/districts/house/26"
+    rel: in-district
+    area_weight: 0.0945
+  - to: "us/states/wv/districts/house/24"
+    rel: in-district
+    area_weight: 0.0734
+  - to: "us/states/wv/districts/house/27"
+    rel: in-district
+    area_weight: 0.0551
+  - to: "us/states/wv/districts/house/25"
+    rel: in-district
+    area_weight: 0.0156
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1631 |
 | Bachelor's or higher | 28564 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 4](/us/states/wv/districts/senate/4.md) — 57% (state senate)
+- [WV Senate District 5](/us/states/wv/districts/senate/5.md) — 43% (state senate)
+- [WV House District 22](/us/states/wv/districts/house/22.md) — 50% (state house)
+- [WV House District 23](/us/states/wv/districts/house/23.md) — 26% (state house)
+- [WV House District 26](/us/states/wv/districts/house/26.md) — 9% (state house)
+- [WV House District 24](/us/states/wv/districts/house/24.md) — 7% (state house)
+- [WV House District 27](/us/states/wv/districts/house/27.md) — 6% (state house)
+- [WV House District 25](/us/states/wv/districts/house/25.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/calhoun/index.md b/data/jurisdictions/us/states/wv/counties/calhoun/index.md
index 5542e2e370..47c725a7c6 100644
--- a/data/jurisdictions/us/states/wv/counties/calhoun/index.md
+++ b/data/jurisdictions/us/states/wv/counties/calhoun/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 9
   hispanic: 39
   bachelors_plus: 620
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9978
+  - to: "us/states/wv/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wv/districts/house/62"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 39 |
 | Bachelor's or higher | 620 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 12](/us/states/wv/districts/senate/12.md) — 100% (state senate)
+- [WV House District 62](/us/states/wv/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/clay/index.md b/data/jurisdictions/us/states/wv/counties/clay/index.md
index 7302a81ab8..292dec2fe3 100644
--- a/data/jurisdictions/us/states/wv/counties/clay/index.md
+++ b/data/jurisdictions/us/states/wv/counties/clay/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 4
   hispanic: 18
   bachelors_plus: 854
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/62"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 18 |
 | Bachelor's or higher | 854 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 8](/us/states/wv/districts/senate/8.md) — 100% (state senate)
+- [WV House District 62](/us/states/wv/districts/house/62.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/doddridge/index.md b/data/jurisdictions/us/states/wv/counties/doddridge/index.md
index aca73f5f64..85f3959d03 100644
--- a/data/jurisdictions/us/states/wv/counties/doddridge/index.md
+++ b/data/jurisdictions/us/states/wv/counties/doddridge/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 12
   hispanic: 110
   bachelors_plus: 1051
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wv/districts/house/8"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 110 |
 | Bachelor's or higher | 1051 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 2](/us/states/wv/districts/senate/2.md) — 100% (state senate)
+- [WV House District 8](/us/states/wv/districts/house/8.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/fayette/index.md b/data/jurisdictions/us/states/wv/counties/fayette/index.md
index 6b44cb7f15..47f1ae7974 100644
--- a/data/jurisdictions/us/states/wv/counties/fayette/index.md
+++ b/data/jurisdictions/us/states/wv/counties/fayette/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 10
   hispanic: 549
   bachelors_plus: 6145
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/10"
+    rel: in-district
+    area_weight: 0.8592
+  - to: "us/states/wv/districts/senate/9"
+    rel: in-district
+    area_weight: 0.1408
+  - to: "us/states/wv/districts/house/51"
+    rel: in-district
+    area_weight: 0.5535
+  - to: "us/states/wv/districts/house/50"
+    rel: in-district
+    area_weight: 0.3501
+  - to: "us/states/wv/districts/house/45"
+    rel: in-district
+    area_weight: 0.0943
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 549 |
 | Bachelor's or higher | 6145 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 10](/us/states/wv/districts/senate/10.md) — 86% (state senate)
+- [WV Senate District 9](/us/states/wv/districts/senate/9.md) — 14% (state senate)
+- [WV House District 51](/us/states/wv/districts/house/51.md) — 55% (state house)
+- [WV House District 50](/us/states/wv/districts/house/50.md) — 35% (state house)
+- [WV House District 45](/us/states/wv/districts/house/45.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/gilmer/index.md b/data/jurisdictions/us/states/wv/counties/gilmer/index.md
index ea94a7462b..57e4996478 100644
--- a/data/jurisdictions/us/states/wv/counties/gilmer/index.md
+++ b/data/jurisdictions/us/states/wv/counties/gilmer/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 9
   hispanic: 299
   bachelors_plus: 1261
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9971
+  - to: "us/states/wv/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wv/districts/house/62"
+    rel: in-district
+    area_weight: 0.6985
+  - to: "us/states/wv/districts/house/63"
+    rel: in-district
+    area_weight: 0.3013
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 299 |
 | Bachelor's or higher | 1261 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 12](/us/states/wv/districts/senate/12.md) — 100% (state senate)
+- [WV House District 62](/us/states/wv/districts/house/62.md) — 70% (state house)
+- [WV House District 63](/us/states/wv/districts/house/63.md) — 30% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/grant/index.md b/data/jurisdictions/us/states/wv/counties/grant/index.md
index 21e448ee2b..614993162e 100644
--- a/data/jurisdictions/us/states/wv/counties/grant/index.md
+++ b/data/jurisdictions/us/states/wv/counties/grant/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 79
   bachelors_plus: 1545
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/wv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wv/districts/house/85"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 79 |
 | Bachelor's or higher | 1545 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 14](/us/states/wv/districts/senate/14.md) — 100% (state senate)
+- [WV House District 85](/us/states/wv/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/greenbrier/index.md b/data/jurisdictions/us/states/wv/counties/greenbrier/index.md
index 6a91e347e2..78d5a4f2ef 100644
--- a/data/jurisdictions/us/states/wv/counties/greenbrier/index.md
+++ b/data/jurisdictions/us/states/wv/counties/greenbrier/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 44
   hispanic: 609
   bachelors_plus: 7473
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/47"
+    rel: in-district
+    area_weight: 0.4482
+  - to: "us/states/wv/districts/house/46"
+    rel: in-district
+    area_weight: 0.3501
+  - to: "us/states/wv/districts/house/48"
+    rel: in-district
+    area_weight: 0.2012
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 609 |
 | Bachelor's or higher | 7473 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 10](/us/states/wv/districts/senate/10.md) — 100% (state senate)
+- [WV House District 47](/us/states/wv/districts/house/47.md) — 45% (state house)
+- [WV House District 46](/us/states/wv/districts/house/46.md) — 35% (state house)
+- [WV House District 48](/us/states/wv/districts/house/48.md) — 20% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/hampshire/index.md b/data/jurisdictions/us/states/wv/counties/hampshire/index.md
index 98163c1165..3f89f93db3 100644
--- a/data/jurisdictions/us/states/wv/counties/hampshire/index.md
+++ b/data/jurisdictions/us/states/wv/counties/hampshire/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 17
   hispanic: 409
   bachelors_plus: 4483
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wv/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wv/districts/house/89"
+    rel: in-district
+    area_weight: 0.5864
+  - to: "us/states/wv/districts/house/88"
+    rel: in-district
+    area_weight: 0.4132
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 409 |
 | Bachelor's or higher | 4483 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 15](/us/states/wv/districts/senate/15.md) — 100% (state senate)
+- [WV House District 89](/us/states/wv/districts/house/89.md) — 59% (state house)
+- [WV House District 88](/us/states/wv/districts/house/88.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/hancock/index.md b/data/jurisdictions/us/states/wv/counties/hancock/index.md
index c0c9b55416..b7647b8370 100644
--- a/data/jurisdictions/us/states/wv/counties/hancock/index.md
+++ b/data/jurisdictions/us/states/wv/counties/hancock/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 7
   hispanic: 496
   bachelors_plus: 5422
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/wv/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/wv/districts/house/1"
+    rel: in-district
+    area_weight: 0.8888
+  - to: "us/states/wv/districts/house/2"
+    rel: in-district
+    area_weight: 0.1096
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 496 |
 | Bachelor's or higher | 5422 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 1](/us/states/wv/districts/senate/1.md) — 100% (state senate)
+- [WV House District 1](/us/states/wv/districts/house/1.md) — 89% (state house)
+- [WV House District 2](/us/states/wv/districts/house/2.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/hardy/index.md b/data/jurisdictions/us/states/wv/counties/hardy/index.md
index 7578f1392d..9449ec2332 100644
--- a/data/jurisdictions/us/states/wv/counties/hardy/index.md
+++ b/data/jurisdictions/us/states/wv/counties/hardy/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 658
   bachelors_plus: 2357
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/wv/districts/house/86"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 658 |
 | Bachelor's or higher | 2357 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 14](/us/states/wv/districts/senate/14.md) — 100% (state senate)
+- [WV House District 86](/us/states/wv/districts/house/86.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/harrison/index.md b/data/jurisdictions/us/states/wv/counties/harrison/index.md
index c47e67c215..fa5998b74a 100644
--- a/data/jurisdictions/us/states/wv/counties/harrison/index.md
+++ b/data/jurisdictions/us/states/wv/counties/harrison/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 77
   hispanic: 1472
   bachelors_plus: 17457
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/69"
+    rel: in-district
+    area_weight: 0.5097
+  - to: "us/states/wv/districts/house/72"
+    rel: in-district
+    area_weight: 0.3555
+  - to: "us/states/wv/districts/house/71"
+    rel: in-district
+    area_weight: 0.1142
+  - to: "us/states/wv/districts/house/70"
+    rel: in-district
+    area_weight: 0.0202
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1472 |
 | Bachelor's or higher | 17457 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 12](/us/states/wv/districts/senate/12.md) — 100% (state senate)
+- [WV House District 69](/us/states/wv/districts/house/69.md) — 51% (state house)
+- [WV House District 72](/us/states/wv/districts/house/72.md) — 36% (state house)
+- [WV House District 71](/us/states/wv/districts/house/71.md) — 11% (state house)
+- [WV House District 70](/us/states/wv/districts/house/70.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/jackson/index.md b/data/jurisdictions/us/states/wv/counties/jackson/index.md
index 7ed5f63bf6..435faf6a01 100644
--- a/data/jurisdictions/us/states/wv/counties/jackson/index.md
+++ b/data/jurisdictions/us/states/wv/counties/jackson/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 7
   hispanic: 292
   bachelors_plus: 5591
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wv/districts/senate/4"
+    rel: in-district
+    area_weight: 0.5435
+  - to: "us/states/wv/districts/senate/8"
+    rel: in-district
+    area_weight: 0.4563
+  - to: "us/states/wv/districts/house/16"
+    rel: in-district
+    area_weight: 0.7798
+  - to: "us/states/wv/districts/house/17"
+    rel: in-district
+    area_weight: 0.22
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 292 |
 | Bachelor's or higher | 5591 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 4](/us/states/wv/districts/senate/4.md) — 54% (state senate)
+- [WV Senate District 8](/us/states/wv/districts/senate/8.md) — 46% (state senate)
+- [WV House District 16](/us/states/wv/districts/house/16.md) — 78% (state house)
+- [WV House District 17](/us/states/wv/districts/house/17.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/jefferson/index.md b/data/jurisdictions/us/states/wv/counties/jefferson/index.md
index aeb9d5650c..791101cad8 100644
--- a/data/jurisdictions/us/states/wv/counties/jefferson/index.md
+++ b/data/jurisdictions/us/states/wv/counties/jefferson/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 154
   hispanic: 4630
   bachelors_plus: 19315
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/wv/districts/senate/16"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/wv/districts/house/98"
+    rel: in-district
+    area_weight: 0.4332
+  - to: "us/states/wv/districts/house/100"
+    rel: in-district
+    area_weight: 0.3025
+  - to: "us/states/wv/districts/house/97"
+    rel: in-district
+    area_weight: 0.1368
+  - to: "us/states/wv/districts/house/99"
+    rel: in-district
+    area_weight: 0.1258
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 4630 |
 | Bachelor's or higher | 19315 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 16](/us/states/wv/districts/senate/16.md) — 100% (state senate)
+- [WV House District 98](/us/states/wv/districts/house/98.md) — 43% (state house)
+- [WV House District 100](/us/states/wv/districts/house/100.md) — 30% (state house)
+- [WV House District 97](/us/states/wv/districts/house/97.md) — 14% (state house)
+- [WV House District 99](/us/states/wv/districts/house/99.md) — 13% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/kanawha/index.md b/data/jurisdictions/us/states/wv/counties/kanawha/index.md
index f7f28bb77a..886f5ab431 100644
--- a/data/jurisdictions/us/states/wv/counties/kanawha/index.md
+++ b/data/jurisdictions/us/states/wv/counties/kanawha/index.md
@@ -22,9 +22,54 @@ demographics:
   race_native: 122
   hispanic: 2789
   bachelors_plus: 53575
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/17"
+    rel: in-district
+    area_weight: 0.6071
+  - to: "us/states/wv/districts/senate/7"
+    rel: in-district
+    area_weight: 0.2919
+  - to: "us/states/wv/districts/senate/8"
+    rel: in-district
+    area_weight: 0.101
+  - to: "us/states/wv/districts/house/61"
+    rel: in-district
+    area_weight: 0.2277
+  - to: "us/states/wv/districts/house/53"
+    rel: in-district
+    area_weight: 0.2189
+  - to: "us/states/wv/districts/house/52"
+    rel: in-district
+    area_weight: 0.1736
+  - to: "us/states/wv/districts/house/60"
+    rel: in-district
+    area_weight: 0.1555
+  - to: "us/states/wv/districts/house/55"
+    rel: in-district
+    area_weight: 0.1407
+  - to: "us/states/wv/districts/house/56"
+    rel: in-district
+    area_weight: 0.0313
+  - to: "us/states/wv/districts/house/59"
+    rel: in-district
+    area_weight: 0.0191
+  - to: "us/states/wv/districts/house/58"
+    rel: in-district
+    area_weight: 0.015
+  - to: "us/states/wv/districts/house/57"
+    rel: in-district
+    area_weight: 0.01
+  - to: "us/states/wv/districts/house/54"
+    rel: in-district
+    area_weight: 0.0075
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +101,24 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2789 |
 | Bachelor's or higher | 53575 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 17](/us/states/wv/districts/senate/17.md) — 61% (state senate)
+- [WV Senate District 7](/us/states/wv/districts/senate/7.md) — 29% (state senate)
+- [WV Senate District 8](/us/states/wv/districts/senate/8.md) — 10% (state senate)
+- [WV House District 61](/us/states/wv/districts/house/61.md) — 23% (state house)
+- [WV House District 53](/us/states/wv/districts/house/53.md) — 22% (state house)
+- [WV House District 52](/us/states/wv/districts/house/52.md) — 17% (state house)
+- [WV House District 60](/us/states/wv/districts/house/60.md) — 16% (state house)
+- [WV House District 55](/us/states/wv/districts/house/55.md) — 14% (state house)
+- [WV House District 56](/us/states/wv/districts/house/56.md) — 3% (state house)
+- [WV House District 59](/us/states/wv/districts/house/59.md) — 2% (state house)
+- [WV House District 58](/us/states/wv/districts/house/58.md) — 2% (state house)
+- [WV House District 57](/us/states/wv/districts/house/57.md) — 1% (state house)
+- [WV House District 54](/us/states/wv/districts/house/54.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/lewis/index.md b/data/jurisdictions/us/states/wv/counties/lewis/index.md
index 215e1a9ec1..5aa893872d 100644
--- a/data/jurisdictions/us/states/wv/counties/lewis/index.md
+++ b/data/jurisdictions/us/states/wv/counties/lewis/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 19
   hispanic: 232
   bachelors_plus: 2969
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9967
+  - to: "us/states/wv/districts/senate/12"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/64"
+    rel: in-district
+    area_weight: 0.8278
+  - to: "us/states/wv/districts/house/69"
+    rel: in-district
+    area_weight: 0.1718
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 232 |
 | Bachelor's or higher | 2969 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 12](/us/states/wv/districts/senate/12.md) — 100% (state senate)
+- [WV House District 64](/us/states/wv/districts/house/64.md) — 83% (state house)
+- [WV House District 69](/us/states/wv/districts/house/69.md) — 17% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/lincoln/index.md b/data/jurisdictions/us/states/wv/counties/lincoln/index.md
index 8febf37934..50c8ddfda3 100644
--- a/data/jurisdictions/us/states/wv/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/wv/counties/lincoln/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 27
   hispanic: 164
   bachelors_plus: 1561
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/30"
+    rel: in-district
+    area_weight: 0.9116
+  - to: "us/states/wv/districts/house/31"
+    rel: in-district
+    area_weight: 0.0878
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 164 |
 | Bachelor's or higher | 1561 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 7](/us/states/wv/districts/senate/7.md) — 100% (state senate)
+- [WV House District 30](/us/states/wv/districts/house/30.md) — 91% (state house)
+- [WV House District 31](/us/states/wv/districts/house/31.md) — 9% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/logan/index.md b/data/jurisdictions/us/states/wv/counties/logan/index.md
index 1240d8c259..7bd33116fc 100644
--- a/data/jurisdictions/us/states/wv/counties/logan/index.md
+++ b/data/jurisdictions/us/states/wv/counties/logan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2
   hispanic: 258
   bachelors_plus: 4843
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/7"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wv/districts/house/33"
+    rel: in-district
+    area_weight: 0.5104
+  - to: "us/states/wv/districts/house/31"
+    rel: in-district
+    area_weight: 0.4888
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 258 |
 | Bachelor's or higher | 4843 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 7](/us/states/wv/districts/senate/7.md) — 100% (state senate)
+- [WV House District 33](/us/states/wv/districts/house/33.md) — 51% (state house)
+- [WV House District 31](/us/states/wv/districts/house/31.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/marion/index.md b/data/jurisdictions/us/states/wv/counties/marion/index.md
index 35af9ac080..3aec75aa10 100644
--- a/data/jurisdictions/us/states/wv/counties/marion/index.md
+++ b/data/jurisdictions/us/states/wv/counties/marion/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 12
   hispanic: 919
   bachelors_plus: 14388
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/2"
+    rel: in-district
+    area_weight: 0.693
+  - to: "us/states/wv/districts/senate/13"
+    rel: in-district
+    area_weight: 0.3068
+  - to: "us/states/wv/districts/house/74"
+    rel: in-district
+    area_weight: 0.518
+  - to: "us/states/wv/districts/house/76"
+    rel: in-district
+    area_weight: 0.2344
+  - to: "us/states/wv/districts/house/75"
+    rel: in-district
+    area_weight: 0.188
+  - to: "us/states/wv/districts/house/73"
+    rel: in-district
+    area_weight: 0.0591
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 919 |
 | Bachelor's or higher | 14388 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 2](/us/states/wv/districts/senate/2.md) — 69% (state senate)
+- [WV Senate District 13](/us/states/wv/districts/senate/13.md) — 31% (state senate)
+- [WV House District 74](/us/states/wv/districts/house/74.md) — 52% (state house)
+- [WV House District 76](/us/states/wv/districts/house/76.md) — 23% (state house)
+- [WV House District 75](/us/states/wv/districts/house/75.md) — 19% (state house)
+- [WV House District 73](/us/states/wv/districts/house/73.md) — 6% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/marshall/index.md b/data/jurisdictions/us/states/wv/counties/marshall/index.md
index 0c8104720e..5b34d2c08d 100644
--- a/data/jurisdictions/us/states/wv/counties/marshall/index.md
+++ b/data/jurisdictions/us/states/wv/counties/marshall/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 19
   hispanic: 347
   bachelors_plus: 6067
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9993
+  - to: "us/states/wv/districts/senate/1"
+    rel: in-district
+    area_weight: 0.6739
+  - to: "us/states/wv/districts/senate/2"
+    rel: in-district
+    area_weight: 0.3255
+  - to: "us/states/wv/districts/house/7"
+    rel: in-district
+    area_weight: 0.8493
+  - to: "us/states/wv/districts/house/6"
+    rel: in-district
+    area_weight: 0.1497
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 347 |
 | Bachelor's or higher | 6067 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 1](/us/states/wv/districts/senate/1.md) — 67% (state senate)
+- [WV Senate District 2](/us/states/wv/districts/senate/2.md) — 33% (state senate)
+- [WV House District 7](/us/states/wv/districts/house/7.md) — 85% (state house)
+- [WV House District 6](/us/states/wv/districts/house/6.md) — 15% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/mason/index.md b/data/jurisdictions/us/states/wv/counties/mason/index.md
index 93e63b18a7..eea5866e6c 100644
--- a/data/jurisdictions/us/states/wv/counties/mason/index.md
+++ b/data/jurisdictions/us/states/wv/counties/mason/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 5
   hispanic: 154
   bachelors_plus: 4047
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/wv/districts/senate/4"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/wv/districts/house/18"
+    rel: in-district
+    area_weight: 0.6646
+  - to: "us/states/wv/districts/house/17"
+    rel: in-district
+    area_weight: 0.3348
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 154 |
 | Bachelor's or higher | 4047 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 4](/us/states/wv/districts/senate/4.md) — 100% (state senate)
+- [WV House District 18](/us/states/wv/districts/house/18.md) — 66% (state house)
+- [WV House District 17](/us/states/wv/districts/house/17.md) — 33% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/mcdowell/index.md b/data/jurisdictions/us/states/wv/counties/mcdowell/index.md
index 3357313a3f..2d57e9baef 100644
--- a/data/jurisdictions/us/states/wv/counties/mcdowell/index.md
+++ b/data/jurisdictions/us/states/wv/counties/mcdowell/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 17
   hispanic: 373
   bachelors_plus: 1216
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9991
+  - to: "us/states/wv/districts/senate/6"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/wv/districts/house/36"
+    rel: in-district
+    area_weight: 0.9732
+  - to: "us/states/wv/districts/house/34"
+    rel: in-district
+    area_weight: 0.0258
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 373 |
 | Bachelor's or higher | 1216 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 6](/us/states/wv/districts/senate/6.md) — 100% (state senate)
+- [WV House District 36](/us/states/wv/districts/house/36.md) — 97% (state house)
+- [WV House District 34](/us/states/wv/districts/house/34.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/mercer/index.md b/data/jurisdictions/us/states/wv/counties/mercer/index.md
index 0dff8d0940..0075f36650 100644
--- a/data/jurisdictions/us/states/wv/counties/mercer/index.md
+++ b/data/jurisdictions/us/states/wv/counties/mercer/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 245
   hispanic: 789
   bachelors_plus: 12898
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wv/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wv/districts/house/39"
+    rel: in-district
+    area_weight: 0.4292
+  - to: "us/states/wv/districts/house/41"
+    rel: in-district
+    area_weight: 0.2466
+  - to: "us/states/wv/districts/house/37"
+    rel: in-district
+    area_weight: 0.2246
+  - to: "us/states/wv/districts/house/38"
+    rel: in-district
+    area_weight: 0.0991
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 789 |
 | Bachelor's or higher | 12898 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 6](/us/states/wv/districts/senate/6.md) — 100% (state senate)
+- [WV House District 39](/us/states/wv/districts/house/39.md) — 43% (state house)
+- [WV House District 41](/us/states/wv/districts/house/41.md) — 25% (state house)
+- [WV House District 37](/us/states/wv/districts/house/37.md) — 22% (state house)
+- [WV House District 38](/us/states/wv/districts/house/38.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/mineral/index.md b/data/jurisdictions/us/states/wv/counties/mineral/index.md
index a83ae30108..c4a9f73a0e 100644
--- a/data/jurisdictions/us/states/wv/counties/mineral/index.md
+++ b/data/jurisdictions/us/states/wv/counties/mineral/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 102
   hispanic: 332
   bachelors_plus: 6855
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9924
+  - to: "us/states/md/districts/06"
+    rel: in-district
+    area_weight: 0.0076
+  - to: "us/states/wv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9983
+  - to: "us/states/wv/districts/house/88"
+    rel: in-district
+    area_weight: 0.6014
+  - to: "us/states/wv/districts/house/87"
+    rel: in-district
+    area_weight: 0.397
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 332 |
 | Bachelor's or higher | 6855 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 99% (congressional)
+- [MD-06](/us/states/md/districts/06.md) — 1% (congressional)
+- [WV Senate District 14](/us/states/wv/districts/senate/14.md) — 100% (state senate)
+- [WV House District 88](/us/states/wv/districts/house/88.md) — 60% (state house)
+- [WV House District 87](/us/states/wv/districts/house/87.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/mingo/index.md b/data/jurisdictions/us/states/wv/counties/mingo/index.md
index 6c54627195..2619c8c0e7 100644
--- a/data/jurisdictions/us/states/wv/counties/mingo/index.md
+++ b/data/jurisdictions/us/states/wv/counties/mingo/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 3
   hispanic: 178
   bachelors_plus: 2113
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9922
+  - to: "us/states/ky/districts/05"
+    rel: in-district
+    area_weight: 0.0072
+  - to: "us/states/wv/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9985
+  - to: "us/states/wv/districts/house/34"
+    rel: in-district
+    area_weight: 0.6274
+  - to: "us/states/wv/districts/house/29"
+    rel: in-district
+    area_weight: 0.371
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 178 |
 | Bachelor's or higher | 2113 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 99% (congressional)
+- [KY-05](/us/states/ky/districts/05.md) — 1% (congressional)
+- [WV Senate District 6](/us/states/wv/districts/senate/6.md) — 100% (state senate)
+- [WV House District 34](/us/states/wv/districts/house/34.md) — 63% (state house)
+- [WV House District 29](/us/states/wv/districts/house/29.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/monongalia/index.md b/data/jurisdictions/us/states/wv/counties/monongalia/index.md
index 7d0281e49c..5d0f4dd37e 100644
--- a/data/jurisdictions/us/states/wv/counties/monongalia/index.md
+++ b/data/jurisdictions/us/states/wv/counties/monongalia/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 98
   hispanic: 3397
   bachelors_plus: 50299
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wv/districts/senate/2"
+    rel: in-district
+    area_weight: 0.6897
+  - to: "us/states/wv/districts/senate/13"
+    rel: in-district
+    area_weight: 0.3101
+  - to: "us/states/wv/districts/house/77"
+    rel: in-district
+    area_weight: 0.6297
+  - to: "us/states/wv/districts/house/78"
+    rel: in-district
+    area_weight: 0.1902
+  - to: "us/states/wv/districts/house/82"
+    rel: in-district
+    area_weight: 0.1301
+  - to: "us/states/wv/districts/house/80"
+    rel: in-district
+    area_weight: 0.021
+  - to: "us/states/wv/districts/house/81"
+    rel: in-district
+    area_weight: 0.0164
+  - to: "us/states/wv/districts/house/79"
+    rel: in-district
+    area_weight: 0.0123
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 3397 |
 | Bachelor's or higher | 50299 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 2](/us/states/wv/districts/senate/2.md) — 69% (state senate)
+- [WV Senate District 13](/us/states/wv/districts/senate/13.md) — 31% (state senate)
+- [WV House District 77](/us/states/wv/districts/house/77.md) — 63% (state house)
+- [WV House District 78](/us/states/wv/districts/house/78.md) — 19% (state house)
+- [WV House District 82](/us/states/wv/districts/house/82.md) — 13% (state house)
+- [WV House District 80](/us/states/wv/districts/house/80.md) — 2% (state house)
+- [WV House District 81](/us/states/wv/districts/house/81.md) — 2% (state house)
+- [WV House District 79](/us/states/wv/districts/house/79.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/monroe/index.md b/data/jurisdictions/us/states/wv/counties/monroe/index.md
index 2866b6930c..95d38631e2 100644
--- a/data/jurisdictions/us/states/wv/counties/monroe/index.md
+++ b/data/jurisdictions/us/states/wv/counties/monroe/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 79
   bachelors_plus: 1784
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wv/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/40"
+    rel: in-district
+    area_weight: 0.9988
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 79 |
 | Bachelor's or higher | 1784 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 10](/us/states/wv/districts/senate/10.md) — 100% (state senate)
+- [WV House District 40](/us/states/wv/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/morgan/index.md b/data/jurisdictions/us/states/wv/counties/morgan/index.md
index fd9d8d33ed..7f06ad68c1 100644
--- a/data/jurisdictions/us/states/wv/counties/morgan/index.md
+++ b/data/jurisdictions/us/states/wv/counties/morgan/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 310
   bachelors_plus: 3651
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9963
+  - to: "us/states/wv/districts/senate/15"
+    rel: in-district
+    area_weight: 0.9989
+  - to: "us/states/wv/districts/house/90"
+    rel: in-district
+    area_weight: 0.6004
+  - to: "us/states/wv/districts/house/89"
+    rel: in-district
+    area_weight: 0.3984
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 310 |
 | Bachelor's or higher | 3651 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 15](/us/states/wv/districts/senate/15.md) — 100% (state senate)
+- [WV House District 90](/us/states/wv/districts/house/90.md) — 60% (state house)
+- [WV House District 89](/us/states/wv/districts/house/89.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/nicholas/index.md b/data/jurisdictions/us/states/wv/counties/nicholas/index.md
index 5741c0b218..881cebb9e1 100644
--- a/data/jurisdictions/us/states/wv/counties/nicholas/index.md
+++ b/data/jurisdictions/us/states/wv/counties/nicholas/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 2
   hispanic: 265
   bachelors_plus: 5759
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wv/districts/house/49"
+    rel: in-district
+    area_weight: 0.7701
+  - to: "us/states/wv/districts/house/48"
+    rel: in-district
+    area_weight: 0.2297
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 265 |
 | Bachelor's or higher | 5759 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 10](/us/states/wv/districts/senate/10.md) — 100% (state senate)
+- [WV House District 49](/us/states/wv/districts/house/49.md) — 77% (state house)
+- [WV House District 48](/us/states/wv/districts/house/48.md) — 23% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/ohio/index.md b/data/jurisdictions/us/states/wv/counties/ohio/index.md
index d8b8321f12..d55e3ffdec 100644
--- a/data/jurisdictions/us/states/wv/counties/ohio/index.md
+++ b/data/jurisdictions/us/states/wv/counties/ohio/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 31
   hispanic: 699
   bachelors_plus: 14138
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/wv/districts/senate/1"
+    rel: in-district
+    area_weight: 0.9984
+  - to: "us/states/wv/districts/house/4"
+    rel: in-district
+    area_weight: 0.5909
+  - to: "us/states/wv/districts/house/3"
+    rel: in-district
+    area_weight: 0.3223
+  - to: "us/states/wv/districts/house/5"
+    rel: in-district
+    area_weight: 0.0848
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 699 |
 | Bachelor's or higher | 14138 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 1](/us/states/wv/districts/senate/1.md) — 100% (state senate)
+- [WV House District 4](/us/states/wv/districts/house/4.md) — 59% (state house)
+- [WV House District 3](/us/states/wv/districts/house/3.md) — 32% (state house)
+- [WV House District 5](/us/states/wv/districts/house/5.md) — 8% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/pendleton/index.md b/data/jurisdictions/us/states/wv/counties/pendleton/index.md
index 2801c0e82c..1f5aff2827 100644
--- a/data/jurisdictions/us/states/wv/counties/pendleton/index.md
+++ b/data/jurisdictions/us/states/wv/counties/pendleton/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 9
   hispanic: 134
   bachelors_plus: 1096
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9968
+  - to: "us/states/wv/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/67"
+    rel: in-district
+    area_weight: 0.5132
+  - to: "us/states/wv/districts/house/86"
+    rel: in-district
+    area_weight: 0.4864
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 134 |
 | Bachelor's or higher | 1096 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 11](/us/states/wv/districts/senate/11.md) — 100% (state senate)
+- [WV House District 67](/us/states/wv/districts/house/67.md) — 51% (state house)
+- [WV House District 86](/us/states/wv/districts/house/86.md) — 49% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/pleasants/index.md b/data/jurisdictions/us/states/wv/counties/pleasants/index.md
index 7659de4837..110302e9eb 100644
--- a/data/jurisdictions/us/states/wv/counties/pleasants/index.md
+++ b/data/jurisdictions/us/states/wv/counties/pleasants/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 158
   bachelors_plus: 1127
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wv/districts/house/9"
+    rel: in-district
+    area_weight: 0.9993
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 158 |
 | Bachelor's or higher | 1127 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 3](/us/states/wv/districts/senate/3.md) — 100% (state senate)
+- [WV House District 9](/us/states/wv/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/pocahontas/index.md b/data/jurisdictions/us/states/wv/counties/pocahontas/index.md
index 07e929e008..e1cf501882 100644
--- a/data/jurisdictions/us/states/wv/counties/pocahontas/index.md
+++ b/data/jurisdictions/us/states/wv/counties/pocahontas/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 77
   hispanic: 131
   bachelors_plus: 1648
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/wv/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/66"
+    rel: in-district
+    area_weight: 0.6296
+  - to: "us/states/wv/districts/house/46"
+    rel: in-district
+    area_weight: 0.3699
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 131 |
 | Bachelor's or higher | 1648 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 11](/us/states/wv/districts/senate/11.md) — 100% (state senate)
+- [WV House District 66](/us/states/wv/districts/house/66.md) — 63% (state house)
+- [WV House District 46](/us/states/wv/districts/house/46.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/preston/index.md b/data/jurisdictions/us/states/wv/counties/preston/index.md
index 4a41eeb903..55be1fe768 100644
--- a/data/jurisdictions/us/states/wv/counties/preston/index.md
+++ b/data/jurisdictions/us/states/wv/counties/preston/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 106
   hispanic: 661
   bachelors_plus: 6180
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wv/districts/house/84"
+    rel: in-district
+    area_weight: 0.5621
+  - to: "us/states/wv/districts/house/83"
+    rel: in-district
+    area_weight: 0.4376
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 661 |
 | Bachelor's or higher | 6180 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 14](/us/states/wv/districts/senate/14.md) — 100% (state senate)
+- [WV House District 84](/us/states/wv/districts/house/84.md) — 56% (state house)
+- [WV House District 83](/us/states/wv/districts/house/83.md) — 44% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/putnam/index.md b/data/jurisdictions/us/states/wv/counties/putnam/index.md
index 0138be2111..3959f2c385 100644
--- a/data/jurisdictions/us/states/wv/counties/putnam/index.md
+++ b/data/jurisdictions/us/states/wv/counties/putnam/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 32
   hispanic: 871
   bachelors_plus: 16346
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/4"
+    rel: in-district
+    area_weight: 0.5427
+  - to: "us/states/wv/districts/senate/8"
+    rel: in-district
+    area_weight: 0.4572
+  - to: "us/states/wv/districts/house/19"
+    rel: in-district
+    area_weight: 0.4858
+  - to: "us/states/wv/districts/house/21"
+    rel: in-district
+    area_weight: 0.2991
+  - to: "us/states/wv/districts/house/20"
+    rel: in-district
+    area_weight: 0.1401
+  - to: "us/states/wv/districts/house/18"
+    rel: in-district
+    area_weight: 0.0748
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction.
 | Hispanic/Latino | 871 |
 | Bachelor's or higher | 16346 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 4](/us/states/wv/districts/senate/4.md) — 54% (state senate)
+- [WV Senate District 8](/us/states/wv/districts/senate/8.md) — 46% (state senate)
+- [WV House District 19](/us/states/wv/districts/house/19.md) — 49% (state house)
+- [WV House District 21](/us/states/wv/districts/house/21.md) — 30% (state house)
+- [WV House District 20](/us/states/wv/districts/house/20.md) — 14% (state house)
+- [WV House District 18](/us/states/wv/districts/house/18.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/raleigh/index.md b/data/jurisdictions/us/states/wv/counties/raleigh/index.md
index e578f15edd..294b85fdcb 100644
--- a/data/jurisdictions/us/states/wv/counties/raleigh/index.md
+++ b/data/jurisdictions/us/states/wv/counties/raleigh/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 12
   hispanic: 1298
   bachelors_plus: 16052
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/43"
+    rel: in-district
+    area_weight: 0.4249
+  - to: "us/states/wv/districts/house/42"
+    rel: in-district
+    area_weight: 0.2787
+  - to: "us/states/wv/districts/house/45"
+    rel: in-district
+    area_weight: 0.1502
+  - to: "us/states/wv/districts/house/41"
+    rel: in-district
+    area_weight: 0.129
+  - to: "us/states/wv/districts/house/44"
+    rel: in-district
+    area_weight: 0.0168
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1298 |
 | Bachelor's or higher | 16052 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 9](/us/states/wv/districts/senate/9.md) — 100% (state senate)
+- [WV House District 43](/us/states/wv/districts/house/43.md) — 42% (state house)
+- [WV House District 42](/us/states/wv/districts/house/42.md) — 28% (state house)
+- [WV House District 45](/us/states/wv/districts/house/45.md) — 15% (state house)
+- [WV House District 41](/us/states/wv/districts/house/41.md) — 13% (state house)
+- [WV House District 44](/us/states/wv/districts/house/44.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/randolph/index.md b/data/jurisdictions/us/states/wv/counties/randolph/index.md
index bf9ccddc5f..2b6fb2c0bb 100644
--- a/data/jurisdictions/us/states/wv/counties/randolph/index.md
+++ b/data/jurisdictions/us/states/wv/counties/randolph/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 23
   hispanic: 308
   bachelors_plus: 5191
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9981
+  - to: "us/states/wv/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wv/districts/house/66"
+    rel: in-district
+    area_weight: 0.6039
+  - to: "us/states/wv/districts/house/67"
+    rel: in-district
+    area_weight: 0.396
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 308 |
 | Bachelor's or higher | 5191 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 11](/us/states/wv/districts/senate/11.md) — 100% (state senate)
+- [WV House District 66](/us/states/wv/districts/house/66.md) — 60% (state house)
+- [WV House District 67](/us/states/wv/districts/house/67.md) — 40% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/ritchie/index.md b/data/jurisdictions/us/states/wv/counties/ritchie/index.md
index 9dc9e90915..4d4b7da1f2 100644
--- a/data/jurisdictions/us/states/wv/counties/ritchie/index.md
+++ b/data/jurisdictions/us/states/wv/counties/ritchie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 59
   bachelors_plus: 1054
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9962
+  - to: "us/states/wv/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/9"
+    rel: in-district
+    area_weight: 0.9995
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 59 |
 | Bachelor's or higher | 1054 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 3](/us/states/wv/districts/senate/3.md) — 100% (state senate)
+- [WV House District 9](/us/states/wv/districts/house/9.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/roane/index.md b/data/jurisdictions/us/states/wv/counties/roane/index.md
index 7ca303c39c..941c4f267d 100644
--- a/data/jurisdictions/us/states/wv/counties/roane/index.md
+++ b/data/jurisdictions/us/states/wv/counties/roane/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 7
   hispanic: 167
   bachelors_plus: 2103
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/8"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wv/districts/house/15"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 167 |
 | Bachelor's or higher | 2103 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 8](/us/states/wv/districts/senate/8.md) — 100% (state senate)
+- [WV House District 15](/us/states/wv/districts/house/15.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/summers/index.md b/data/jurisdictions/us/states/wv/counties/summers/index.md
index e46b7d4ccf..f6cad00bcb 100644
--- a/data/jurisdictions/us/states/wv/counties/summers/index.md
+++ b/data/jurisdictions/us/states/wv/counties/summers/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 27
   hispanic: 157
   bachelors_plus: 2460
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wv/districts/house/41"
+    rel: in-district
+    area_weight: 0.6329
+  - to: "us/states/wv/districts/house/40"
+    rel: in-district
+    area_weight: 0.367
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 157 |
 | Bachelor's or higher | 2460 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 10](/us/states/wv/districts/senate/10.md) — 100% (state senate)
+- [WV House District 41](/us/states/wv/districts/house/41.md) — 63% (state house)
+- [WV House District 40](/us/states/wv/districts/house/40.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/taylor/index.md b/data/jurisdictions/us/states/wv/counties/taylor/index.md
index 130c202f2e..e6121c019d 100644
--- a/data/jurisdictions/us/states/wv/counties/taylor/index.md
+++ b/data/jurisdictions/us/states/wv/counties/taylor/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 22
   hispanic: 169
   bachelors_plus: 3531
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/12"
+    rel: in-district
+    area_weight: 0.5356
+  - to: "us/states/wv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.464
+  - to: "us/states/wv/districts/house/73"
+    rel: in-district
+    area_weight: 0.9996
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 169 |
 | Bachelor's or higher | 3531 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 12](/us/states/wv/districts/senate/12.md) — 54% (state senate)
+- [WV Senate District 14](/us/states/wv/districts/senate/14.md) — 46% (state senate)
+- [WV House District 73](/us/states/wv/districts/house/73.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/tucker/index.md b/data/jurisdictions/us/states/wv/counties/tucker/index.md
index 929f8607ae..b6e959f9b3 100644
--- a/data/jurisdictions/us/states/wv/counties/tucker/index.md
+++ b/data/jurisdictions/us/states/wv/counties/tucker/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 2
   hispanic: 33
   bachelors_plus: 1826
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wv/districts/house/85"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 33 |
 | Bachelor's or higher | 1826 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 14](/us/states/wv/districts/senate/14.md) — 100% (state senate)
+- [WV House District 85](/us/states/wv/districts/house/85.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/tyler/index.md b/data/jurisdictions/us/states/wv/counties/tyler/index.md
index bb231a1061..72b849393f 100644
--- a/data/jurisdictions/us/states/wv/counties/tyler/index.md
+++ b/data/jurisdictions/us/states/wv/counties/tyler/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 6
   hispanic: 88
   bachelors_plus: 1308
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wv/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wv/districts/house/9"
+    rel: in-district
+    area_weight: 0.5308
+  - to: "us/states/wv/districts/house/8"
+    rel: in-district
+    area_weight: 0.469
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 88 |
 | Bachelor's or higher | 1308 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 2](/us/states/wv/districts/senate/2.md) — 100% (state senate)
+- [WV House District 9](/us/states/wv/districts/house/9.md) — 53% (state house)
+- [WV House District 8](/us/states/wv/districts/house/8.md) — 47% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/upshur/index.md b/data/jurisdictions/us/states/wv/counties/upshur/index.md
index 05470c9178..fb0437b671 100644
--- a/data/jurisdictions/us/states/wv/counties/upshur/index.md
+++ b/data/jurisdictions/us/states/wv/counties/upshur/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 10
   hispanic: 351
   bachelors_plus: 4259
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9979
+  - to: "us/states/wv/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wv/districts/house/65"
+    rel: in-district
+    area_weight: 0.7008
+  - to: "us/states/wv/districts/house/68"
+    rel: in-district
+    area_weight: 0.1808
+  - to: "us/states/wv/districts/house/64"
+    rel: in-district
+    area_weight: 0.1181
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 351 |
 | Bachelor's or higher | 4259 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 11](/us/states/wv/districts/senate/11.md) — 100% (state senate)
+- [WV House District 65](/us/states/wv/districts/house/65.md) — 70% (state house)
+- [WV House District 68](/us/states/wv/districts/house/68.md) — 18% (state house)
+- [WV House District 64](/us/states/wv/districts/house/64.md) — 12% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/wayne/index.md b/data/jurisdictions/us/states/wv/counties/wayne/index.md
index e0eddcf49a..613f103edd 100644
--- a/data/jurisdictions/us/states/wv/counties/wayne/index.md
+++ b/data/jurisdictions/us/states/wv/counties/wayne/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 0
   hispanic: 346
   bachelors_plus: 7680
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9977
+  - to: "us/states/wv/districts/senate/5"
+    rel: in-district
+    area_weight: 0.6711
+  - to: "us/states/wv/districts/senate/6"
+    rel: in-district
+    area_weight: 0.3283
+  - to: "us/states/wv/districts/house/29"
+    rel: in-district
+    area_weight: 0.6868
+  - to: "us/states/wv/districts/house/28"
+    rel: in-district
+    area_weight: 0.2907
+  - to: "us/states/wv/districts/house/27"
+    rel: in-district
+    area_weight: 0.0218
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 346 |
 | Bachelor's or higher | 7680 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 5](/us/states/wv/districts/senate/5.md) — 67% (state senate)
+- [WV Senate District 6](/us/states/wv/districts/senate/6.md) — 33% (state senate)
+- [WV House District 29](/us/states/wv/districts/house/29.md) — 69% (state house)
+- [WV House District 28](/us/states/wv/districts/house/28.md) — 29% (state house)
+- [WV House District 27](/us/states/wv/districts/house/27.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/webster/index.md b/data/jurisdictions/us/states/wv/counties/webster/index.md
index e7ea0cccc1..41d6b61b36 100644
--- a/data/jurisdictions/us/states/wv/counties/webster/index.md
+++ b/data/jurisdictions/us/states/wv/counties/webster/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 0
   hispanic: 66
   bachelors_plus: 955
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.9988
+  - to: "us/states/wv/districts/senate/11"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/house/48"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 66 |
 | Bachelor's or higher | 955 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 11](/us/states/wv/districts/senate/11.md) — 100% (state senate)
+- [WV House District 48](/us/states/wv/districts/house/48.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/wetzel/index.md b/data/jurisdictions/us/states/wv/counties/wetzel/index.md
index e57d097f60..85d8b23a46 100644
--- a/data/jurisdictions/us/states/wv/counties/wetzel/index.md
+++ b/data/jurisdictions/us/states/wv/counties/wetzel/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 0
   hispanic: 196
   bachelors_plus: 2411
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wv/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wv/districts/house/72"
+    rel: in-district
+    area_weight: 0.4053
+  - to: "us/states/wv/districts/house/8"
+    rel: in-district
+    area_weight: 0.3126
+  - to: "us/states/wv/districts/house/7"
+    rel: in-district
+    area_weight: 0.2478
+  - to: "us/states/wv/districts/house/77"
+    rel: in-district
+    area_weight: 0.0342
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 196 |
 | Bachelor's or higher | 2411 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 2](/us/states/wv/districts/senate/2.md) — 100% (state senate)
+- [WV House District 72](/us/states/wv/districts/house/72.md) — 41% (state house)
+- [WV House District 8](/us/states/wv/districts/house/8.md) — 31% (state house)
+- [WV House District 7](/us/states/wv/districts/house/7.md) — 25% (state house)
+- [WV House District 77](/us/states/wv/districts/house/77.md) — 3% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/wirt/index.md b/data/jurisdictions/us/states/wv/counties/wirt/index.md
index 13521a2f40..e48703a1f5 100644
--- a/data/jurisdictions/us/states/wv/counties/wirt/index.md
+++ b/data/jurisdictions/us/states/wv/counties/wirt/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 0
   hispanic: 0
   bachelors_plus: 708
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 0.995
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.005
+  - to: "us/states/wv/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9995
+  - to: "us/states/wv/districts/house/15"
+    rel: in-district
+    area_weight: 0.7765
+  - to: "us/states/wv/districts/house/14"
+    rel: in-district
+    area_weight: 0.2227
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 0 |
 | Bachelor's or higher | 708 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV-02](/us/states/wv/districts/02.md) — 0% (congressional)
+- [WV Senate District 3](/us/states/wv/districts/senate/3.md) — 100% (state senate)
+- [WV House District 15](/us/states/wv/districts/house/15.md) — 78% (state house)
+- [WV House District 14](/us/states/wv/districts/house/14.md) — 22% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/wood/index.md b/data/jurisdictions/us/states/wv/counties/wood/index.md
index 4fba2a4c09..b6c2c67e6c 100644
--- a/data/jurisdictions/us/states/wv/counties/wood/index.md
+++ b/data/jurisdictions/us/states/wv/counties/wood/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 85
   hispanic: 1231
   bachelors_plus: 19943
+districts:
+  - to: "us/states/wv/districts/02"
+    rel: in-district
+    area_weight: 0.999
+  - to: "us/states/wv/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wv/districts/house/14"
+    rel: in-district
+    area_weight: 0.4798
+  - to: "us/states/wv/districts/house/10"
+    rel: in-district
+    area_weight: 0.3881
+  - to: "us/states/wv/districts/house/13"
+    rel: in-district
+    area_weight: 0.0688
+  - to: "us/states/wv/districts/house/12"
+    rel: in-district
+    area_weight: 0.0389
+  - to: "us/states/wv/districts/house/11"
+    rel: in-district
+    area_weight: 0.0239
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1231 |
 | Bachelor's or higher | 19943 |
 
+## Districts
+
+- [WV-02](/us/states/wv/districts/02.md) — 100% (congressional)
+- [WV Senate District 3](/us/states/wv/districts/senate/3.md) — 100% (state senate)
+- [WV House District 14](/us/states/wv/districts/house/14.md) — 48% (state house)
+- [WV House District 10](/us/states/wv/districts/house/10.md) — 39% (state house)
+- [WV House District 13](/us/states/wv/districts/house/13.md) — 7% (state house)
+- [WV House District 12](/us/states/wv/districts/house/12.md) — 4% (state house)
+- [WV House District 11](/us/states/wv/districts/house/11.md) — 2% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/counties/wyoming/index.md b/data/jurisdictions/us/states/wv/counties/wyoming/index.md
index b002c07a81..1b6c4db366 100644
--- a/data/jurisdictions/us/states/wv/counties/wyoming/index.md
+++ b/data/jurisdictions/us/states/wv/counties/wyoming/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 0
   hispanic: 167
   bachelors_plus: 2825
+districts:
+  - to: "us/states/wv/districts/01"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wv/districts/senate/9"
+    rel: in-district
+    area_weight: 0.9994
+  - to: "us/states/wv/districts/house/35"
+    rel: in-district
+    area_weight: 0.8924
+  - to: "us/states/wv/districts/house/43"
+    rel: in-district
+    area_weight: 0.1069
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wv]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 167 |
 | Bachelor's or higher | 2825 |
 
+## Districts
+
+- [WV-01](/us/states/wv/districts/01.md) — 100% (congressional)
+- [WV Senate District 9](/us/states/wv/districts/senate/9.md) — 100% (state senate)
+- [WV House District 35](/us/states/wv/districts/house/35.md) — 89% (state house)
+- [WV House District 43](/us/states/wv/districts/house/43.md) — 11% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wv/districts/01.md b/data/jurisdictions/us/states/wv/districts/01.md
index fb5046f2e7..eb92d97519 100644
--- a/data/jurisdictions/us/states/wv/districts/01.md
+++ b/data/jurisdictions/us/states/wv/districts/01.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 138163
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wv]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wv/districts/02.md b/data/jurisdictions/us/states/wv/districts/02.md
index 0ae2aa1eba..932816fe4b 100644
--- a/data/jurisdictions/us/states/wv/districts/02.md
+++ b/data/jurisdictions/us/states/wv/districts/02.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 171118
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wv]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wv/districts/house/1.md b/data/jurisdictions/us/states/wv/districts/house/1.md
new file mode 100644
index 0000000000..1cee45ff37
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 1"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 1
+
+State House district 1 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/10.md b/data/jurisdictions/us/states/wv/districts/house/10.md
new file mode 100644
index 0000000000..ae47ce1616
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 10"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 10
+
+State House district 10 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/100.md b/data/jurisdictions/us/states/wv/districts/house/100.md
new file mode 100644
index 0000000000..6cb7733f80
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/100.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 100"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "100"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 100
+
+State House district 100 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/11.md b/data/jurisdictions/us/states/wv/districts/house/11.md
new file mode 100644
index 0000000000..b8386b3804
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 11"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 11
+
+State House district 11 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/12.md b/data/jurisdictions/us/states/wv/districts/house/12.md
new file mode 100644
index 0000000000..9110daf75d
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 12"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 12
+
+State House district 12 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/13.md b/data/jurisdictions/us/states/wv/districts/house/13.md
new file mode 100644
index 0000000000..7938a46b33
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 13"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 13
+
+State House district 13 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/14.md b/data/jurisdictions/us/states/wv/districts/house/14.md
new file mode 100644
index 0000000000..096d56fde7
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 14"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 14
+
+State House district 14 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/15.md b/data/jurisdictions/us/states/wv/districts/house/15.md
new file mode 100644
index 0000000000..16081bf05c
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 15"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 15
+
+State House district 15 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/16.md b/data/jurisdictions/us/states/wv/districts/house/16.md
new file mode 100644
index 0000000000..1e4300869c
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 16"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 16
+
+State House district 16 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/17.md b/data/jurisdictions/us/states/wv/districts/house/17.md
new file mode 100644
index 0000000000..b8e3dd5611
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 17"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 17
+
+State House district 17 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/18.md b/data/jurisdictions/us/states/wv/districts/house/18.md
new file mode 100644
index 0000000000..f8ea25b6fd
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 18"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 18
+
+State House district 18 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/19.md b/data/jurisdictions/us/states/wv/districts/house/19.md
new file mode 100644
index 0000000000..42206c4b4d
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 19"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 19
+
+State House district 19 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/2.md b/data/jurisdictions/us/states/wv/districts/house/2.md
new file mode 100644
index 0000000000..462cf01cd1
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 2"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 2
+
+State House district 2 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/20.md b/data/jurisdictions/us/states/wv/districts/house/20.md
new file mode 100644
index 0000000000..90cf00c14e
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 20"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 20
+
+State House district 20 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/21.md b/data/jurisdictions/us/states/wv/districts/house/21.md
new file mode 100644
index 0000000000..84f85d3ee9
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 21"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 21
+
+State House district 21 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/22.md b/data/jurisdictions/us/states/wv/districts/house/22.md
new file mode 100644
index 0000000000..f723bc3e0c
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 22"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 22
+
+State House district 22 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/23.md b/data/jurisdictions/us/states/wv/districts/house/23.md
new file mode 100644
index 0000000000..fa9e8d9330
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 23"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 23
+
+State House district 23 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/24.md b/data/jurisdictions/us/states/wv/districts/house/24.md
new file mode 100644
index 0000000000..54c284e500
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 24"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 24
+
+State House district 24 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/25.md b/data/jurisdictions/us/states/wv/districts/house/25.md
new file mode 100644
index 0000000000..1801f87735
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 25"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 25
+
+State House district 25 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/26.md b/data/jurisdictions/us/states/wv/districts/house/26.md
new file mode 100644
index 0000000000..05cb93a0cf
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 26"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 26
+
+State House district 26 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/27.md b/data/jurisdictions/us/states/wv/districts/house/27.md
new file mode 100644
index 0000000000..a0d0f78d3e
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 27"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 27
+
+State House district 27 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/28.md b/data/jurisdictions/us/states/wv/districts/house/28.md
new file mode 100644
index 0000000000..2c9567e2d7
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 28"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 28
+
+State House district 28 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/29.md b/data/jurisdictions/us/states/wv/districts/house/29.md
new file mode 100644
index 0000000000..b01c4e074b
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 29"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 29
+
+State House district 29 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/3.md b/data/jurisdictions/us/states/wv/districts/house/3.md
new file mode 100644
index 0000000000..628747d5f9
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 3"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 3
+
+State House district 3 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/30.md b/data/jurisdictions/us/states/wv/districts/house/30.md
new file mode 100644
index 0000000000..882e2d6cb8
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 30"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 30
+
+State House district 30 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/31.md b/data/jurisdictions/us/states/wv/districts/house/31.md
new file mode 100644
index 0000000000..c7965fe650
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 31"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 31
+
+State House district 31 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/32.md b/data/jurisdictions/us/states/wv/districts/house/32.md
new file mode 100644
index 0000000000..9d26a9a533
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 32"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 32
+
+State House district 32 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/33.md b/data/jurisdictions/us/states/wv/districts/house/33.md
new file mode 100644
index 0000000000..9685a8d661
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 33"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 33
+
+State House district 33 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/34.md b/data/jurisdictions/us/states/wv/districts/house/34.md
new file mode 100644
index 0000000000..881ffd8e2c
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 34"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 34
+
+State House district 34 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/35.md b/data/jurisdictions/us/states/wv/districts/house/35.md
new file mode 100644
index 0000000000..e977203ba8
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 35"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 35
+
+State House district 35 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/36.md b/data/jurisdictions/us/states/wv/districts/house/36.md
new file mode 100644
index 0000000000..37f2445977
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 36"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 36
+
+State House district 36 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/37.md b/data/jurisdictions/us/states/wv/districts/house/37.md
new file mode 100644
index 0000000000..b124c5bafd
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 37"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 37
+
+State House district 37 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/38.md b/data/jurisdictions/us/states/wv/districts/house/38.md
new file mode 100644
index 0000000000..780b6909fd
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 38"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 38
+
+State House district 38 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/39.md b/data/jurisdictions/us/states/wv/districts/house/39.md
new file mode 100644
index 0000000000..a9aeef2f80
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 39"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 39
+
+State House district 39 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/4.md b/data/jurisdictions/us/states/wv/districts/house/4.md
new file mode 100644
index 0000000000..eca97d2824
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 4"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 4
+
+State House district 4 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/40.md b/data/jurisdictions/us/states/wv/districts/house/40.md
new file mode 100644
index 0000000000..7b7cd1f0c1
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 40"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 40
+
+State House district 40 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/41.md b/data/jurisdictions/us/states/wv/districts/house/41.md
new file mode 100644
index 0000000000..a2a631bb34
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 41"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 41
+
+State House district 41 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/42.md b/data/jurisdictions/us/states/wv/districts/house/42.md
new file mode 100644
index 0000000000..9b11792156
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 42"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 42
+
+State House district 42 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/43.md b/data/jurisdictions/us/states/wv/districts/house/43.md
new file mode 100644
index 0000000000..3812bae6d8
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 43"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 43
+
+State House district 43 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/44.md b/data/jurisdictions/us/states/wv/districts/house/44.md
new file mode 100644
index 0000000000..a4c9b8251e
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 44"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 44
+
+State House district 44 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/45.md b/data/jurisdictions/us/states/wv/districts/house/45.md
new file mode 100644
index 0000000000..ab7b4f5e23
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 45"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 45
+
+State House district 45 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/46.md b/data/jurisdictions/us/states/wv/districts/house/46.md
new file mode 100644
index 0000000000..b8c6c46214
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 46"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 46
+
+State House district 46 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/47.md b/data/jurisdictions/us/states/wv/districts/house/47.md
new file mode 100644
index 0000000000..f33a8e913e
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 47"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 47
+
+State House district 47 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/48.md b/data/jurisdictions/us/states/wv/districts/house/48.md
new file mode 100644
index 0000000000..a855a6c14e
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 48"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 48
+
+State House district 48 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/49.md b/data/jurisdictions/us/states/wv/districts/house/49.md
new file mode 100644
index 0000000000..6e4bfd0829
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 49"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 49
+
+State House district 49 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/5.md b/data/jurisdictions/us/states/wv/districts/house/5.md
new file mode 100644
index 0000000000..ddc38b4ebf
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 5"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 5
+
+State House district 5 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/50.md b/data/jurisdictions/us/states/wv/districts/house/50.md
new file mode 100644
index 0000000000..d42e820d12
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 50"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 50
+
+State House district 50 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/51.md b/data/jurisdictions/us/states/wv/districts/house/51.md
new file mode 100644
index 0000000000..c7d6abd338
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 51"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 51
+
+State House district 51 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/52.md b/data/jurisdictions/us/states/wv/districts/house/52.md
new file mode 100644
index 0000000000..c4a204df78
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 52"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 52
+
+State House district 52 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/53.md b/data/jurisdictions/us/states/wv/districts/house/53.md
new file mode 100644
index 0000000000..abe1e762d1
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 53"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 53
+
+State House district 53 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/54.md b/data/jurisdictions/us/states/wv/districts/house/54.md
new file mode 100644
index 0000000000..c591bfdd11
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 54"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 54
+
+State House district 54 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/55.md b/data/jurisdictions/us/states/wv/districts/house/55.md
new file mode 100644
index 0000000000..7ee49426d8
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 55"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 55
+
+State House district 55 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/56.md b/data/jurisdictions/us/states/wv/districts/house/56.md
new file mode 100644
index 0000000000..9ce348e6d2
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 56"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 56
+
+State House district 56 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/57.md b/data/jurisdictions/us/states/wv/districts/house/57.md
new file mode 100644
index 0000000000..e9488e4c57
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 57"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 57
+
+State House district 57 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/58.md b/data/jurisdictions/us/states/wv/districts/house/58.md
new file mode 100644
index 0000000000..000c9faaf1
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 58"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 58
+
+State House district 58 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/59.md b/data/jurisdictions/us/states/wv/districts/house/59.md
new file mode 100644
index 0000000000..831f00b8f8
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 59"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 59
+
+State House district 59 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/6.md b/data/jurisdictions/us/states/wv/districts/house/6.md
new file mode 100644
index 0000000000..62b3aa1f1b
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 6"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 6
+
+State House district 6 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/60.md b/data/jurisdictions/us/states/wv/districts/house/60.md
new file mode 100644
index 0000000000..bdb2c96f9c
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 60"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 60
+
+State House district 60 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/61.md b/data/jurisdictions/us/states/wv/districts/house/61.md
new file mode 100644
index 0000000000..16de86a4e2
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 61"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 61
+
+State House district 61 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/62.md b/data/jurisdictions/us/states/wv/districts/house/62.md
new file mode 100644
index 0000000000..2077d8f5f2
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 62"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 62
+
+State House district 62 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/63.md b/data/jurisdictions/us/states/wv/districts/house/63.md
new file mode 100644
index 0000000000..eed2dbbdae
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/63.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 63"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "63"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 63
+
+State House district 63 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/64.md b/data/jurisdictions/us/states/wv/districts/house/64.md
new file mode 100644
index 0000000000..1bcd76f965
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/64.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 64"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "64"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 64
+
+State House district 64 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/65.md b/data/jurisdictions/us/states/wv/districts/house/65.md
new file mode 100644
index 0000000000..dfb94e0897
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/65.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 65"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "65"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 65
+
+State House district 65 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/66.md b/data/jurisdictions/us/states/wv/districts/house/66.md
new file mode 100644
index 0000000000..40ea380878
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/66.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 66"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "66"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 66
+
+State House district 66 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/67.md b/data/jurisdictions/us/states/wv/districts/house/67.md
new file mode 100644
index 0000000000..fcf41f6fcf
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/67.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 67"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "67"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 67
+
+State House district 67 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/68.md b/data/jurisdictions/us/states/wv/districts/house/68.md
new file mode 100644
index 0000000000..6a0cb29b6f
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/68.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 68"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "68"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 68
+
+State House district 68 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/69.md b/data/jurisdictions/us/states/wv/districts/house/69.md
new file mode 100644
index 0000000000..21f199e245
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/69.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 69"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "69"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 69
+
+State House district 69 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/7.md b/data/jurisdictions/us/states/wv/districts/house/7.md
new file mode 100644
index 0000000000..526758d2a3
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 7"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 7
+
+State House district 7 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/70.md b/data/jurisdictions/us/states/wv/districts/house/70.md
new file mode 100644
index 0000000000..6f545a40fa
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/70.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 70"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "70"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 70
+
+State House district 70 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/71.md b/data/jurisdictions/us/states/wv/districts/house/71.md
new file mode 100644
index 0000000000..623b283acd
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/71.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 71"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "71"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 71
+
+State House district 71 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/72.md b/data/jurisdictions/us/states/wv/districts/house/72.md
new file mode 100644
index 0000000000..993c7d19c9
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/72.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 72"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "72"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 72
+
+State House district 72 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/73.md b/data/jurisdictions/us/states/wv/districts/house/73.md
new file mode 100644
index 0000000000..64ad4f1488
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/73.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 73"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "73"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 73
+
+State House district 73 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/74.md b/data/jurisdictions/us/states/wv/districts/house/74.md
new file mode 100644
index 0000000000..f045d0a37b
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/74.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 74"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "74"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 74
+
+State House district 74 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/75.md b/data/jurisdictions/us/states/wv/districts/house/75.md
new file mode 100644
index 0000000000..92f6271d19
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/75.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 75"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "75"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 75
+
+State House district 75 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/76.md b/data/jurisdictions/us/states/wv/districts/house/76.md
new file mode 100644
index 0000000000..3b302ccf9d
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/76.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 76"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "76"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 76
+
+State House district 76 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/77.md b/data/jurisdictions/us/states/wv/districts/house/77.md
new file mode 100644
index 0000000000..dab6049fa5
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/77.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 77"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "77"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 77
+
+State House district 77 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/78.md b/data/jurisdictions/us/states/wv/districts/house/78.md
new file mode 100644
index 0000000000..40b7c463f2
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/78.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 78"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "78"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 78
+
+State House district 78 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/79.md b/data/jurisdictions/us/states/wv/districts/house/79.md
new file mode 100644
index 0000000000..8d1cfaf0dd
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/79.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 79"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "79"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 79
+
+State House district 79 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/8.md b/data/jurisdictions/us/states/wv/districts/house/8.md
new file mode 100644
index 0000000000..93744c42a6
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 8"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 8
+
+State House district 8 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/80.md b/data/jurisdictions/us/states/wv/districts/house/80.md
new file mode 100644
index 0000000000..02a0c5de3f
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/80.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 80"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "80"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 80
+
+State House district 80 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/81.md b/data/jurisdictions/us/states/wv/districts/house/81.md
new file mode 100644
index 0000000000..6ed20e5dc7
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/81.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 81"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "81"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 81
+
+State House district 81 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/82.md b/data/jurisdictions/us/states/wv/districts/house/82.md
new file mode 100644
index 0000000000..feec35e22a
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/82.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 82"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "82"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 82
+
+State House district 82 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/83.md b/data/jurisdictions/us/states/wv/districts/house/83.md
new file mode 100644
index 0000000000..4f703aec40
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/83.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 83"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "83"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 83
+
+State House district 83 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/84.md b/data/jurisdictions/us/states/wv/districts/house/84.md
new file mode 100644
index 0000000000..2ea872a244
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/84.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 84"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "84"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 84
+
+State House district 84 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/85.md b/data/jurisdictions/us/states/wv/districts/house/85.md
new file mode 100644
index 0000000000..a4ac311494
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/85.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 85"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "85"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 85
+
+State House district 85 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/86.md b/data/jurisdictions/us/states/wv/districts/house/86.md
new file mode 100644
index 0000000000..dffd0c7d75
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/86.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 86"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "86"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 86
+
+State House district 86 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/87.md b/data/jurisdictions/us/states/wv/districts/house/87.md
new file mode 100644
index 0000000000..0ca08f37bb
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/87.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 87"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "87"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 87
+
+State House district 87 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/88.md b/data/jurisdictions/us/states/wv/districts/house/88.md
new file mode 100644
index 0000000000..edf4e818e3
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/88.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 88"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "88"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 88
+
+State House district 88 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/89.md b/data/jurisdictions/us/states/wv/districts/house/89.md
new file mode 100644
index 0000000000..523f4f7ebd
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/89.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 89"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "89"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 89
+
+State House district 89 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/9.md b/data/jurisdictions/us/states/wv/districts/house/9.md
new file mode 100644
index 0000000000..145fdf5aca
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 9"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 9
+
+State House district 9 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/90.md b/data/jurisdictions/us/states/wv/districts/house/90.md
new file mode 100644
index 0000000000..395a17b965
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/90.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 90"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "90"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 90
+
+State House district 90 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/91.md b/data/jurisdictions/us/states/wv/districts/house/91.md
new file mode 100644
index 0000000000..61f5fd7bbc
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/91.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 91"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "91"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 91
+
+State House district 91 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/92.md b/data/jurisdictions/us/states/wv/districts/house/92.md
new file mode 100644
index 0000000000..0c9c9fddf1
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/92.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 92"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "92"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 92
+
+State House district 92 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/93.md b/data/jurisdictions/us/states/wv/districts/house/93.md
new file mode 100644
index 0000000000..08477f8c89
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/93.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 93"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "93"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 93
+
+State House district 93 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/94.md b/data/jurisdictions/us/states/wv/districts/house/94.md
new file mode 100644
index 0000000000..44a222a171
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/94.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 94"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "94"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 94
+
+State House district 94 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/95.md b/data/jurisdictions/us/states/wv/districts/house/95.md
new file mode 100644
index 0000000000..30705c862a
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/95.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 95"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "95"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 95
+
+State House district 95 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/96.md b/data/jurisdictions/us/states/wv/districts/house/96.md
new file mode 100644
index 0000000000..8916276b3b
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/96.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 96"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "96"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 96
+
+State House district 96 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/97.md b/data/jurisdictions/us/states/wv/districts/house/97.md
new file mode 100644
index 0000000000..9f9554537c
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/97.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 97"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "97"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 97
+
+State House district 97 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/98.md b/data/jurisdictions/us/states/wv/districts/house/98.md
new file mode 100644
index 0000000000..66d147d787
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/98.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 98"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "98"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 98
+
+State House district 98 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/house/99.md b/data/jurisdictions/us/states/wv/districts/house/99.md
new file mode 100644
index 0000000000..f5b1b3e53a
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/house/99.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV House District 99"
+classification: state-house-district
+state: "WV"
+chamber: "house"
+district: "99"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV House District 99
+
+State House district 99 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/1.md b/data/jurisdictions/us/states/wv/districts/senate/1.md
new file mode 100644
index 0000000000..37aabe60dc
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 1"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 1
+
+State Senate district 1 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/10.md b/data/jurisdictions/us/states/wv/districts/senate/10.md
new file mode 100644
index 0000000000..c955d9fbc0
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 10"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 10
+
+State Senate district 10 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/11.md b/data/jurisdictions/us/states/wv/districts/senate/11.md
new file mode 100644
index 0000000000..0fdf273bbf
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 11"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 11
+
+State Senate district 11 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/12.md b/data/jurisdictions/us/states/wv/districts/senate/12.md
new file mode 100644
index 0000000000..99367d27f1
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 12"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 12
+
+State Senate district 12 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/13.md b/data/jurisdictions/us/states/wv/districts/senate/13.md
new file mode 100644
index 0000000000..a6d7e9b507
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 13"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 13
+
+State Senate district 13 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/14.md b/data/jurisdictions/us/states/wv/districts/senate/14.md
new file mode 100644
index 0000000000..81a761b629
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 14"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 14
+
+State Senate district 14 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/15.md b/data/jurisdictions/us/states/wv/districts/senate/15.md
new file mode 100644
index 0000000000..0a8291274f
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 15"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 15
+
+State Senate district 15 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/16.md b/data/jurisdictions/us/states/wv/districts/senate/16.md
new file mode 100644
index 0000000000..841467bfee
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 16"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 16
+
+State Senate district 16 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/17.md b/data/jurisdictions/us/states/wv/districts/senate/17.md
new file mode 100644
index 0000000000..5a2e6e46ea
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 17"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 17
+
+State Senate district 17 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/2.md b/data/jurisdictions/us/states/wv/districts/senate/2.md
new file mode 100644
index 0000000000..89250da11f
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 2"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 2
+
+State Senate district 2 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/3.md b/data/jurisdictions/us/states/wv/districts/senate/3.md
new file mode 100644
index 0000000000..06c5a69f0c
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 3"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 3
+
+State Senate district 3 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/4.md b/data/jurisdictions/us/states/wv/districts/senate/4.md
new file mode 100644
index 0000000000..3413758582
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 4"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 4
+
+State Senate district 4 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/5.md b/data/jurisdictions/us/states/wv/districts/senate/5.md
new file mode 100644
index 0000000000..36b2907e23
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 5"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 5
+
+State Senate district 5 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/6.md b/data/jurisdictions/us/states/wv/districts/senate/6.md
new file mode 100644
index 0000000000..c1a212e6a3
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 6"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 6
+
+State Senate district 6 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/7.md b/data/jurisdictions/us/states/wv/districts/senate/7.md
new file mode 100644
index 0000000000..829c00d0ce
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 7"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 7
+
+State Senate district 7 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/8.md b/data/jurisdictions/us/states/wv/districts/senate/8.md
new file mode 100644
index 0000000000..149afc0539
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 8"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 8
+
+State Senate district 8 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/districts/senate/9.md b/data/jurisdictions/us/states/wv/districts/senate/9.md
new file mode 100644
index 0000000000..ae9d4814a1
--- /dev/null
+++ b/data/jurisdictions/us/states/wv/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WV Senate District 9"
+classification: state-senate-district
+state: "WV"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wv]
+timestamp: "2026-07-03"
+---
+
+# WV Senate District 9
+
+State Senate district 9 (WV).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wv/people/adam-burkhammer.md b/data/jurisdictions/us/states/wv/people/adam-burkhammer.md
index b9b79cde0d..9f92068dfc 100644
--- a/data/jurisdictions/us/states/wv/people/adam-burkhammer.md
+++ b/data/jurisdictions/us/states/wv/people/adam-burkhammer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 64"
+represents: "us/states/wv/districts/house/64"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 64 (WV State House of Representatives District 64).
 
+Represents [WV State House of Representatives District 64](/us/states/wv/districts/house/64.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/adam-vance.md b/data/jurisdictions/us/states/wv/people/adam-vance.md
index 70633e9fae..d1e1b10566 100644
--- a/data/jurisdictions/us/states/wv/people/adam-vance.md
+++ b/data/jurisdictions/us/states/wv/people/adam-vance.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 35"
+represents: "us/states/wv/districts/house/35"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 35 (WV State House of Representatives District 35).
 
+Represents [WV State House of Representatives District 35](/us/states/wv/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/amy-grady.md b/data/jurisdictions/us/states/wv/people/amy-grady.md
index 91bb3d4f6c..3a241d6ff6 100644
--- a/data/jurisdictions/us/states/wv/people/amy-grady.md
+++ b/data/jurisdictions/us/states/wv/people/amy-grady.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 4"
+represents: "us/states/wv/districts/senate/4"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 4 (WV State Senate District 4).
 
+Represents [WV State Senate District 4](/us/states/wv/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/andy-shamblin.md b/data/jurisdictions/us/states/wv/people/andy-shamblin.md
index 34ced57a38..2235f2e086 100644
--- a/data/jurisdictions/us/states/wv/people/andy-shamblin.md
+++ b/data/jurisdictions/us/states/wv/people/andy-shamblin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 59"
+represents: "us/states/wv/districts/house/59"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 59 (WV State House of Representatives District 59).
 
+Represents [WV State House of Representatives District 59](/us/states/wv/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/anitra-hamilton.md b/data/jurisdictions/us/states/wv/people/anitra-hamilton.md
index a928316646..62c5eb7e4f 100644
--- a/data/jurisdictions/us/states/wv/people/anitra-hamilton.md
+++ b/data/jurisdictions/us/states/wv/people/anitra-hamilton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 81"
+represents: "us/states/wv/districts/house/81"
 tenure:
   start: "2023-05-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 81 (WV State House of Representatives District 81).
 
+Represents [WV State House of Representatives District 81](/us/states/wv/districts/house/81.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/anne-charnock.md b/data/jurisdictions/us/states/wv/people/anne-charnock.md
index ba931fec2a..8b9ae6b084 100644
--- a/data/jurisdictions/us/states/wv/people/anne-charnock.md
+++ b/data/jurisdictions/us/states/wv/people/anne-charnock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 17"
+represents: "us/states/wv/districts/senate/17"
 tenure:
   start: "2025-02-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 17 (WV State Senate District 17).
 
+Represents [WV State Senate District 17](/us/states/wv/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/ben-queen.md b/data/jurisdictions/us/states/wv/people/ben-queen.md
index bf5ab4dceb..6f1fced5d3 100644
--- a/data/jurisdictions/us/states/wv/people/ben-queen.md
+++ b/data/jurisdictions/us/states/wv/people/ben-queen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 12"
+represents: "us/states/wv/districts/senate/12"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 12 (WV State Senate District 12).
 
+Represents [WV State Senate District 12](/us/states/wv/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/betsy-kelly.md b/data/jurisdictions/us/states/wv/people/betsy-kelly.md
index 21a7863bbc..0c72bcb067 100644
--- a/data/jurisdictions/us/states/wv/people/betsy-kelly.md
+++ b/data/jurisdictions/us/states/wv/people/betsy-kelly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 9"
+represents: "us/states/wv/districts/house/9"
 tenure:
   start: "2026-02-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 9 (WV State House of Representatives District 9).
 
+Represents [WV State House of Representatives District 9](/us/states/wv/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/bill-anderson.md b/data/jurisdictions/us/states/wv/people/bill-anderson.md
index 17867c2d72..b2fe551653 100644
--- a/data/jurisdictions/us/states/wv/people/bill-anderson.md
+++ b/data/jurisdictions/us/states/wv/people/bill-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 10"
+represents: "us/states/wv/districts/house/10"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 10 (WV State House of Representatives District 10).
 
+Represents [WV State House of Representatives District 10](/us/states/wv/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/bill-bell.md b/data/jurisdictions/us/states/wv/people/bill-bell.md
index 55fa7ebda1..48c69af876 100644
--- a/data/jurisdictions/us/states/wv/people/bill-bell.md
+++ b/data/jurisdictions/us/states/wv/people/bill-bell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 8"
+represents: "us/states/wv/districts/house/8"
 tenure:
   start: "2025-07-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 8 (WV State House of Representatives District 8).
 
+Represents [WV State House of Representatives District 8](/us/states/wv/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/bill-flanigan.md b/data/jurisdictions/us/states/wv/people/bill-flanigan.md
index 9fbd480f63..dde043a948 100644
--- a/data/jurisdictions/us/states/wv/people/bill-flanigan.md
+++ b/data/jurisdictions/us/states/wv/people/bill-flanigan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 4"
+represents: "us/states/wv/districts/house/4"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 4 (WV State House of Representatives District 4).
 
+Represents [WV State House of Representatives District 4](/us/states/wv/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/bill-hamilton.md b/data/jurisdictions/us/states/wv/people/bill-hamilton.md
index a1840070bc..d71e45969d 100644
--- a/data/jurisdictions/us/states/wv/people/bill-hamilton.md
+++ b/data/jurisdictions/us/states/wv/people/bill-hamilton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 11"
+represents: "us/states/wv/districts/senate/11"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 11 (WV State Senate District 11).
 
+Represents [WV State Senate District 11](/us/states/wv/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/bill-ridenour.md b/data/jurisdictions/us/states/wv/people/bill-ridenour.md
index 0a8c133d34..97722a76c2 100644
--- a/data/jurisdictions/us/states/wv/people/bill-ridenour.md
+++ b/data/jurisdictions/us/states/wv/people/bill-ridenour.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 100"
+represents: "us/states/wv/districts/house/100"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 100 (WV State House of Representatives District 100).
 
+Represents [WV State House of Representatives District 100](/us/states/wv/districts/house/100.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/bill-roop.md b/data/jurisdictions/us/states/wv/people/bill-roop.md
index d0fa4f75f4..b831439e6b 100644
--- a/data/jurisdictions/us/states/wv/people/bill-roop.md
+++ b/data/jurisdictions/us/states/wv/people/bill-roop.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 44"
+represents: "us/states/wv/districts/house/44"
 tenure:
   start: "2024-08-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 44 (WV State House of Representatives District 44).
 
+Represents [WV State House of Representatives District 44](/us/states/wv/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/bob-fehrenbacher.md b/data/jurisdictions/us/states/wv/people/bob-fehrenbacher.md
index 157337d771..d7cf10a17e 100644
--- a/data/jurisdictions/us/states/wv/people/bob-fehrenbacher.md
+++ b/data/jurisdictions/us/states/wv/people/bob-fehrenbacher.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 11"
+represents: "us/states/wv/districts/house/11"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 11 (WV State House of Representatives District 11).
 
+Represents [WV State House of Representatives District 11](/us/states/wv/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/brian-helton.md b/data/jurisdictions/us/states/wv/people/brian-helton.md
index 4d3d24d919..f9180c2dee 100644
--- a/data/jurisdictions/us/states/wv/people/brian-helton.md
+++ b/data/jurisdictions/us/states/wv/people/brian-helton.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 9"
+represents: "us/states/wv/districts/senate/9"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 9 (WV State Senate District 9).
 
+Represents [WV State Senate District 9](/us/states/wv/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/bryan-smith.md b/data/jurisdictions/us/states/wv/people/bryan-smith.md
index 8657f50740..5a6af29b6f 100644
--- a/data/jurisdictions/us/states/wv/people/bryan-smith.md
+++ b/data/jurisdictions/us/states/wv/people/bryan-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 73"
+represents: "us/states/wv/districts/house/73"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 73 (WV State House of Representatives District 73).
 
+Represents [WV State House of Representatives District 73](/us/states/wv/districts/house/73.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/bryan-ward.md b/data/jurisdictions/us/states/wv/people/bryan-ward.md
index 02749234b9..df7bd50b7a 100644
--- a/data/jurisdictions/us/states/wv/people/bryan-ward.md
+++ b/data/jurisdictions/us/states/wv/people/bryan-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 86"
+represents: "us/states/wv/districts/house/86"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 86 (WV State House of Representatives District 86).
 
+Represents [WV State House of Representatives District 86](/us/states/wv/districts/house/86.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/buck-jennings.md b/data/jurisdictions/us/states/wv/people/buck-jennings.md
index 2b4feb2b3d..79b34d06e0 100644
--- a/data/jurisdictions/us/states/wv/people/buck-jennings.md
+++ b/data/jurisdictions/us/states/wv/people/buck-jennings.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 84"
+represents: "us/states/wv/districts/house/84"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 84 (WV State House of Representatives District 84).
 
+Represents [WV State House of Representatives District 84](/us/states/wv/districts/house/84.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/charles-clements.md b/data/jurisdictions/us/states/wv/people/charles-clements.md
index 54a1a59ba9..152835e414 100644
--- a/data/jurisdictions/us/states/wv/people/charles-clements.md
+++ b/data/jurisdictions/us/states/wv/people/charles-clements.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 2"
+represents: "us/states/wv/districts/senate/2"
 tenure:
   start: "2017-01-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 2 (WV State Senate District 2).
 
+Represents [WV State Senate District 2](/us/states/wv/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/chris-anders.md b/data/jurisdictions/us/states/wv/people/chris-anders.md
index db68e93cd5..a053216f0a 100644
--- a/data/jurisdictions/us/states/wv/people/chris-anders.md
+++ b/data/jurisdictions/us/states/wv/people/chris-anders.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 97"
+represents: "us/states/wv/districts/house/97"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 97 (WV State House of Representatives District 97).
 
+Represents [WV State House of Representatives District 97](/us/states/wv/districts/house/97.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/chris-phillips.md b/data/jurisdictions/us/states/wv/people/chris-phillips.md
index 74af4a9385..afc08c16e0 100644
--- a/data/jurisdictions/us/states/wv/people/chris-phillips.md
+++ b/data/jurisdictions/us/states/wv/people/chris-phillips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 68"
+represents: "us/states/wv/districts/house/68"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 68 (WV State House of Representatives District 68).
 
+Represents [WV State House of Representatives District 68](/us/states/wv/districts/house/68.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/chris-rose.md b/data/jurisdictions/us/states/wv/people/chris-rose.md
index 41c5a7d304..c6c20dfc6f 100644
--- a/data/jurisdictions/us/states/wv/people/chris-rose.md
+++ b/data/jurisdictions/us/states/wv/people/chris-rose.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 2"
+represents: "us/states/wv/districts/senate/2"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 2 (WV State Senate District 2).
 
+Represents [WV State Senate District 2](/us/states/wv/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/chris-toney.md b/data/jurisdictions/us/states/wv/people/chris-toney.md
index fcbeaff008..70117fe5bd 100644
--- a/data/jurisdictions/us/states/wv/people/chris-toney.md
+++ b/data/jurisdictions/us/states/wv/people/chris-toney.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 43"
+represents: "us/states/wv/districts/house/43"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 43 (WV State House of Representatives District 43).
 
+Represents [WV State House of Representatives District 43](/us/states/wv/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/chuck-horst.md b/data/jurisdictions/us/states/wv/people/chuck-horst.md
index ba3d0b1170..01efecefaa 100644
--- a/data/jurisdictions/us/states/wv/people/chuck-horst.md
+++ b/data/jurisdictions/us/states/wv/people/chuck-horst.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 95"
+represents: "us/states/wv/districts/house/95"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 95 (WV State House of Representatives District 95).
 
+Represents [WV State House of Representatives District 95](/us/states/wv/districts/house/95.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/chuck-sheedy.md b/data/jurisdictions/us/states/wv/people/chuck-sheedy.md
index a9575c1ef4..6abae714f0 100644
--- a/data/jurisdictions/us/states/wv/people/chuck-sheedy.md
+++ b/data/jurisdictions/us/states/wv/people/chuck-sheedy.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 7"
+represents: "us/states/wv/districts/house/7"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 7 (WV State House of Representatives District 7).
 
+Represents [WV State House of Representatives District 7](/us/states/wv/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/clay-riley.md b/data/jurisdictions/us/states/wv/people/clay-riley.md
index 25a384f821..55d3457928 100644
--- a/data/jurisdictions/us/states/wv/people/clay-riley.md
+++ b/data/jurisdictions/us/states/wv/people/clay-riley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 72"
+represents: "us/states/wv/districts/house/72"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 72 (WV State House of Representatives District 72).
 
+Represents [WV State House of Representatives District 72](/us/states/wv/districts/house/72.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/corby-dillon.md b/data/jurisdictions/us/states/wv/people/corby-dillon.md
index de94f137d4..1de0ad154a 100644
--- a/data/jurisdictions/us/states/wv/people/corby-dillon.md
+++ b/data/jurisdictions/us/states/wv/people/corby-dillon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 29"
+represents: "us/states/wv/districts/house/29"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 29 (WV State House of Representatives District 29).
 
+Represents [WV State House of Representatives District 29](/us/states/wv/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/craig-hart.md b/data/jurisdictions/us/states/wv/people/craig-hart.md
index 7c8c738e11..e4c80d2b2d 100644
--- a/data/jurisdictions/us/states/wv/people/craig-hart.md
+++ b/data/jurisdictions/us/states/wv/people/craig-hart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 6"
+represents: "us/states/wv/districts/senate/6"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 6 (WV State Senate District 6).
 
+Represents [WV State Senate District 6](/us/states/wv/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/dana-ferrell.md b/data/jurisdictions/us/states/wv/people/dana-ferrell.md
index 5e55fe4b21..fe248519ba 100644
--- a/data/jurisdictions/us/states/wv/people/dana-ferrell.md
+++ b/data/jurisdictions/us/states/wv/people/dana-ferrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 60"
+represents: "us/states/wv/districts/house/60"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 60 (WV State House of Representatives District 60).
 
+Represents [WV State House of Representatives District 60](/us/states/wv/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/daniel-linville.md b/data/jurisdictions/us/states/wv/people/daniel-linville.md
index 387e9066a1..3221d95ac7 100644
--- a/data/jurisdictions/us/states/wv/people/daniel-linville.md
+++ b/data/jurisdictions/us/states/wv/people/daniel-linville.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 22"
+represents: "us/states/wv/districts/house/22"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 22 (WV State House of Representatives District 22).
 
+Represents [WV State House of Representatives District 22](/us/states/wv/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/darren-thorne.md b/data/jurisdictions/us/states/wv/people/darren-thorne.md
index 1411d02bf2..5d9fed8194 100644
--- a/data/jurisdictions/us/states/wv/people/darren-thorne.md
+++ b/data/jurisdictions/us/states/wv/people/darren-thorne.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 15"
+represents: "us/states/wv/districts/senate/15"
 tenure:
   start: "2025-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 15 (WV State Senate District 15).
 
+Represents [WV State Senate District 15](/us/states/wv/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/dave-foggin.md b/data/jurisdictions/us/states/wv/people/dave-foggin.md
index 21cf19c579..0306c069d9 100644
--- a/data/jurisdictions/us/states/wv/people/dave-foggin.md
+++ b/data/jurisdictions/us/states/wv/people/dave-foggin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 14"
+represents: "us/states/wv/districts/house/14"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 14 (WV State House of Representatives District 14).
 
+Represents [WV State House of Representatives District 14](/us/states/wv/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/dave-mccormick.md b/data/jurisdictions/us/states/wv/people/dave-mccormick.md
index ff357a0816..61a3c5835d 100644
--- a/data/jurisdictions/us/states/wv/people/dave-mccormick.md
+++ b/data/jurisdictions/us/states/wv/people/dave-mccormick.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 82"
+represents: "us/states/wv/districts/house/82"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 82 (WV State House of Representatives District 82).
 
+Represents [WV State House of Representatives District 82](/us/states/wv/districts/house/82.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/david-cannon.md b/data/jurisdictions/us/states/wv/people/david-cannon.md
index 4224d8dd80..e46aa2d997 100644
--- a/data/jurisdictions/us/states/wv/people/david-cannon.md
+++ b/data/jurisdictions/us/states/wv/people/david-cannon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 89"
+represents: "us/states/wv/districts/house/89"
 tenure:
   start: "2025-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 89 (WV State House of Representatives District 89).
 
+Represents [WV State House of Representatives District 89](/us/states/wv/districts/house/89.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/david-green.md b/data/jurisdictions/us/states/wv/people/david-green.md
index 9b0ba7909e..ad63a68e32 100644
--- a/data/jurisdictions/us/states/wv/people/david-green.md
+++ b/data/jurisdictions/us/states/wv/people/david-green.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 36"
+represents: "us/states/wv/districts/house/36"
 tenure:
   start: "2024-01-29"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 36 (WV State House of Representatives District 36).
 
+Represents [WV State House of Representatives District 36](/us/states/wv/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/dean-jeffries.md b/data/jurisdictions/us/states/wv/people/dean-jeffries.md
index e761aea3ce..6b88254fc3 100644
--- a/data/jurisdictions/us/states/wv/people/dean-jeffries.md
+++ b/data/jurisdictions/us/states/wv/people/dean-jeffries.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 61"
+represents: "us/states/wv/districts/house/61"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 61 (WV State House of Representatives District 61).
 
+Represents [WV State House of Representatives District 61](/us/states/wv/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/donald-bennett.md b/data/jurisdictions/us/states/wv/people/donald-bennett.md
index 6950b5bbe4..ecbdb4d2b8 100644
--- a/data/jurisdictions/us/states/wv/people/donald-bennett.md
+++ b/data/jurisdictions/us/states/wv/people/donald-bennett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 94"
+represents: "us/states/wv/districts/house/94"
 tenure:
   start: "2026-04-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 94 (WV State House of Representatives District 94).
 
+Represents [WV State House of Representatives District 94](/us/states/wv/districts/house/94.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/doug-smith.md b/data/jurisdictions/us/states/wv/people/doug-smith.md
index 93ee2cf3a4..8cbf34ae26 100644
--- a/data/jurisdictions/us/states/wv/people/doug-smith.md
+++ b/data/jurisdictions/us/states/wv/people/doug-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 39"
+represents: "us/states/wv/districts/house/39"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 39 (WV State House of Representatives District 39).
 
+Represents [WV State House of Representatives District 39](/us/states/wv/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/elias-coop-gonzalez.md b/data/jurisdictions/us/states/wv/people/elias-coop-gonzalez.md
index a66665e6fe..ea664a7c37 100644
--- a/data/jurisdictions/us/states/wv/people/elias-coop-gonzalez.md
+++ b/data/jurisdictions/us/states/wv/people/elias-coop-gonzalez.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 67"
+represents: "us/states/wv/districts/house/67"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 67 (WV State House of Representatives District 67).
 
+Represents [WV State House of Representatives District 67](/us/states/wv/districts/house/67.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/elliott-pritt.md b/data/jurisdictions/us/states/wv/people/elliott-pritt.md
index 948c50c575..696f6adf8d 100644
--- a/data/jurisdictions/us/states/wv/people/elliott-pritt.md
+++ b/data/jurisdictions/us/states/wv/people/elliott-pritt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 50"
+represents: "us/states/wv/districts/house/50"
 tenure:
   start: "2023-04-18"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 50 (WV State House of Representatives District 50).
 
+Represents [WV State House of Representatives District 50](/us/states/wv/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/eric-brooks.md b/data/jurisdictions/us/states/wv/people/eric-brooks.md
index 2a3a9f5114..428ab2e642 100644
--- a/data/jurisdictions/us/states/wv/people/eric-brooks.md
+++ b/data/jurisdictions/us/states/wv/people/eric-brooks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 45"
+represents: "us/states/wv/districts/house/45"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 45 (WV State House of Representatives District 45).
 
+Represents [WV State House of Representatives District 45](/us/states/wv/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/eric-tarr.md b/data/jurisdictions/us/states/wv/people/eric-tarr.md
index d2c7b1bf22..a506094dfd 100644
--- a/data/jurisdictions/us/states/wv/people/eric-tarr.md
+++ b/data/jurisdictions/us/states/wv/people/eric-tarr.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 4"
+represents: "us/states/wv/districts/senate/4"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 4 (WV State Senate District 4).
 
+Represents [WV State Senate District 4](/us/states/wv/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/erica-moore.md b/data/jurisdictions/us/states/wv/people/erica-moore.md
index 0ee78a1d7f..83785c28e4 100644
--- a/data/jurisdictions/us/states/wv/people/erica-moore.md
+++ b/data/jurisdictions/us/states/wv/people/erica-moore.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 15"
+represents: "us/states/wv/districts/house/15"
 tenure:
   start: "2023-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 15 (WV State House of Representatives District 15).
 
+Represents [WV State House of Representatives District 15](/us/states/wv/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/evan-hansen.md b/data/jurisdictions/us/states/wv/people/evan-hansen.md
index 4be9eff2ff..c495270545 100644
--- a/data/jurisdictions/us/states/wv/people/evan-hansen.md
+++ b/data/jurisdictions/us/states/wv/people/evan-hansen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 79"
+represents: "us/states/wv/districts/house/79"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 79 (WV State House of Representatives District 79).
 
+Represents [WV State House of Representatives District 79](/us/states/wv/districts/house/79.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/evan-worrell.md b/data/jurisdictions/us/states/wv/people/evan-worrell.md
index 507da3ddb1..14ee10bf14 100644
--- a/data/jurisdictions/us/states/wv/people/evan-worrell.md
+++ b/data/jurisdictions/us/states/wv/people/evan-worrell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 23"
+represents: "us/states/wv/districts/house/23"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 23 (WV State House of Representatives District 23).
 
+Represents [WV State House of Representatives District 23](/us/states/wv/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/gary-howell.md b/data/jurisdictions/us/states/wv/people/gary-howell.md
index bc024199c9..81a69fe32f 100644
--- a/data/jurisdictions/us/states/wv/people/gary-howell.md
+++ b/data/jurisdictions/us/states/wv/people/gary-howell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 87"
+represents: "us/states/wv/districts/house/87"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 87 (WV State House of Representatives District 87).
 
+Represents [WV State House of Representatives District 87](/us/states/wv/districts/house/87.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/geno-chiarelli.md b/data/jurisdictions/us/states/wv/people/geno-chiarelli.md
index a6355b23df..a3d0df5d49 100644
--- a/data/jurisdictions/us/states/wv/people/geno-chiarelli.md
+++ b/data/jurisdictions/us/states/wv/people/geno-chiarelli.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 78"
+represents: "us/states/wv/districts/house/78"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 78 (WV State House of Representatives District 78).
 
+Represents [WV State House of Representatives District 78](/us/states/wv/districts/house/78.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/george-miller.md b/data/jurisdictions/us/states/wv/people/george-miller.md
index ebe178d73e..f2b609a59e 100644
--- a/data/jurisdictions/us/states/wv/people/george-miller.md
+++ b/data/jurisdictions/us/states/wv/people/george-miller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 90"
+represents: "us/states/wv/districts/house/90"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 90 (WV State House of Representatives District 90).
 
+Represents [WV State House of Representatives District 90](/us/states/wv/districts/house/90.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/george-street.md b/data/jurisdictions/us/states/wv/people/george-street.md
index 3d93b1b812..9052614284 100644
--- a/data/jurisdictions/us/states/wv/people/george-street.md
+++ b/data/jurisdictions/us/states/wv/people/george-street.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 83"
+represents: "us/states/wv/districts/house/83"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 83 (WV State House of Representatives District 83).
 
+Represents [WV State House of Representatives District 83](/us/states/wv/districts/house/83.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/glenn-jeffries.md b/data/jurisdictions/us/states/wv/people/glenn-jeffries.md
index 2d22831d8d..0474ab7b29 100644
--- a/data/jurisdictions/us/states/wv/people/glenn-jeffries.md
+++ b/data/jurisdictions/us/states/wv/people/glenn-jeffries.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 8"
+represents: "us/states/wv/districts/senate/8"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 8 (WV State Senate District 8).
 
+Represents [WV State Senate District 8](/us/states/wv/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/greg-watt.md b/data/jurisdictions/us/states/wv/people/greg-watt.md
index 767482b0d8..ea814afed1 100644
--- a/data/jurisdictions/us/states/wv/people/greg-watt.md
+++ b/data/jurisdictions/us/states/wv/people/greg-watt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 48"
+represents: "us/states/wv/districts/house/48"
 tenure:
   start: "2025-10-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 48 (WV State House of Representatives District 48).
 
+Represents [WV State House of Representatives District 48](/us/states/wv/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/guy-ward.md b/data/jurisdictions/us/states/wv/people/guy-ward.md
index 1448797d4b..8f7cfe29cc 100644
--- a/data/jurisdictions/us/states/wv/people/guy-ward.md
+++ b/data/jurisdictions/us/states/wv/people/guy-ward.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 74"
+represents: "us/states/wv/districts/house/74"
 tenure:
   start: "2026-01-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 74 (WV State House of Representatives District 74).
 
+Represents [WV State House of Representatives District 74](/us/states/wv/districts/house/74.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/hollis-lewis.md b/data/jurisdictions/us/states/wv/people/hollis-lewis.md
index ee7aa035e0..a3d87750d1 100644
--- a/data/jurisdictions/us/states/wv/people/hollis-lewis.md
+++ b/data/jurisdictions/us/states/wv/people/hollis-lewis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 57"
+represents: "us/states/wv/districts/house/57"
 tenure:
   start: "2023-11-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 57 (WV State House of Representatives District 57).
 
+Represents [WV State House of Representatives District 57](/us/states/wv/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/ian-masters.md b/data/jurisdictions/us/states/wv/people/ian-masters.md
index 23273a8f46..2d4ce98bf3 100644
--- a/data/jurisdictions/us/states/wv/people/ian-masters.md
+++ b/data/jurisdictions/us/states/wv/people/ian-masters.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 91"
+represents: "us/states/wv/districts/house/91"
 tenure:
   start: "2025-01-24"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 91 (WV State House of Representatives District 91).
 
+Represents [WV State House of Representatives District 91](/us/states/wv/districts/house/91.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/j-b-akers.md b/data/jurisdictions/us/states/wv/people/j-b-akers.md
index f92ecf5846..4c1ae6cc2d 100644
--- a/data/jurisdictions/us/states/wv/people/j-b-akers.md
+++ b/data/jurisdictions/us/states/wv/people/j-b-akers.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 55"
+represents: "us/states/wv/districts/house/55"
 tenure:
   start: "2024-01-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 55 (WV State House of Representatives District 55).
 
+Represents [WV State House of Representatives District 55](/us/states/wv/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jack-woodrum.md b/data/jurisdictions/us/states/wv/people/jack-woodrum.md
index 568f84fe38..9347d9fc7f 100644
--- a/data/jurisdictions/us/states/wv/people/jack-woodrum.md
+++ b/data/jurisdictions/us/states/wv/people/jack-woodrum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 10"
+represents: "us/states/wv/districts/senate/10"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 10 (WV State Senate District 10).
 
+Represents [WV State Senate District 10](/us/states/wv/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jarred-cannon.md b/data/jurisdictions/us/states/wv/people/jarred-cannon.md
index ed2a2a9ae1..34b43d64ba 100644
--- a/data/jurisdictions/us/states/wv/people/jarred-cannon.md
+++ b/data/jurisdictions/us/states/wv/people/jarred-cannon.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 21"
+represents: "us/states/wv/districts/house/21"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 21 (WV State House of Representatives District 21).
 
+Represents [WV State House of Representatives District 21](/us/states/wv/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jason-barrett.md b/data/jurisdictions/us/states/wv/people/jason-barrett.md
index f237eaf5c4..185a9f25b3 100644
--- a/data/jurisdictions/us/states/wv/people/jason-barrett.md
+++ b/data/jurisdictions/us/states/wv/people/jason-barrett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 16"
+represents: "us/states/wv/districts/senate/16"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 16 (WV State Senate District 16).
 
+Represents [WV State Senate District 16](/us/states/wv/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jay-taylor.md b/data/jurisdictions/us/states/wv/people/jay-taylor.md
index 8db0793ea8..a6f5f70a7e 100644
--- a/data/jurisdictions/us/states/wv/people/jay-taylor.md
+++ b/data/jurisdictions/us/states/wv/people/jay-taylor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 14"
+represents: "us/states/wv/districts/senate/14"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 14 (WV State Senate District 14).
 
+Represents [WV State Senate District 14](/us/states/wv/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jeff-campbell.md b/data/jurisdictions/us/states/wv/people/jeff-campbell.md
index a7f3918b12..4f96074661 100644
--- a/data/jurisdictions/us/states/wv/people/jeff-campbell.md
+++ b/data/jurisdictions/us/states/wv/people/jeff-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 46"
+represents: "us/states/wv/districts/house/46"
 tenure:
   start: "2023-09-15"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 46 (WV State House of Representatives District 46).
 
+Represents [WV State House of Representatives District 46](/us/states/wv/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jeff-eldridge.md b/data/jurisdictions/us/states/wv/people/jeff-eldridge.md
index 2b53ea401a..fb6346a1a7 100644
--- a/data/jurisdictions/us/states/wv/people/jeff-eldridge.md
+++ b/data/jurisdictions/us/states/wv/people/jeff-eldridge.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 30"
+represents: "us/states/wv/districts/house/30"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 30 (WV State House of Representatives District 30).
 
+Represents [WV State House of Representatives District 30](/us/states/wv/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jeff-stephens.md b/data/jurisdictions/us/states/wv/people/jeff-stephens.md
index e78d294b05..b0a7df3055 100644
--- a/data/jurisdictions/us/states/wv/people/jeff-stephens.md
+++ b/data/jurisdictions/us/states/wv/people/jeff-stephens.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 6"
+represents: "us/states/wv/districts/house/6"
 tenure:
   start: "2023-11-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 6 (WV State House of Representatives District 6).
 
+Represents [WV State House of Representatives District 6](/us/states/wv/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jim-butler.md b/data/jurisdictions/us/states/wv/people/jim-butler.md
index 2dbe0256bb..659ecff826 100644
--- a/data/jurisdictions/us/states/wv/people/jim-butler.md
+++ b/data/jurisdictions/us/states/wv/people/jim-butler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 18"
+represents: "us/states/wv/districts/house/18"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 18 (WV State House of Representatives District 18).
 
+Represents [WV State House of Representatives District 18](/us/states/wv/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jimmy-willis.md b/data/jurisdictions/us/states/wv/people/jimmy-willis.md
index 40c352dbda..65b41a855b 100644
--- a/data/jurisdictions/us/states/wv/people/jimmy-willis.md
+++ b/data/jurisdictions/us/states/wv/people/jimmy-willis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 3"
+represents: "us/states/wv/districts/house/3"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 3 (WV State House of Representatives District 3).
 
+Represents [WV State House of Representatives District 3](/us/states/wv/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/joe-ellington.md b/data/jurisdictions/us/states/wv/people/joe-ellington.md
index 2c0888a07b..6b73ed45a4 100644
--- a/data/jurisdictions/us/states/wv/people/joe-ellington.md
+++ b/data/jurisdictions/us/states/wv/people/joe-ellington.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 38"
+represents: "us/states/wv/districts/house/38"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 38 (WV State House of Representatives District 38).
 
+Represents [WV State House of Representatives District 38](/us/states/wv/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/joe-funkhouser.md b/data/jurisdictions/us/states/wv/people/joe-funkhouser.md
index f34043042a..deeff93503 100644
--- a/data/jurisdictions/us/states/wv/people/joe-funkhouser.md
+++ b/data/jurisdictions/us/states/wv/people/joe-funkhouser.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 98"
+represents: "us/states/wv/districts/house/98"
 tenure:
   start: "2024-10-21"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 98 (WV State House of Representatives District 98).
 
+Represents [WV State House of Representatives District 98](/us/states/wv/districts/house/98.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/joe-parsons.md b/data/jurisdictions/us/states/wv/people/joe-parsons.md
index d2cfdbe346..70ec01c690 100644
--- a/data/jurisdictions/us/states/wv/people/joe-parsons.md
+++ b/data/jurisdictions/us/states/wv/people/joe-parsons.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 16"
+represents: "us/states/wv/districts/house/16"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 16 (WV State House of Representatives District 16).
 
+Represents [WV State House of Representatives District 16](/us/states/wv/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/joe-statler.md b/data/jurisdictions/us/states/wv/people/joe-statler.md
index f4d26b8cd3..7010b1e4dd 100644
--- a/data/jurisdictions/us/states/wv/people/joe-statler.md
+++ b/data/jurisdictions/us/states/wv/people/joe-statler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 77"
+represents: "us/states/wv/districts/house/77"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 77 (WV State House of Representatives District 77).
 
+Represents [WV State House of Representatives District 77](/us/states/wv/districts/house/77.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/joey-garcia.md b/data/jurisdictions/us/states/wv/people/joey-garcia.md
index 1651fbd899..65ea44202b 100644
--- a/data/jurisdictions/us/states/wv/people/joey-garcia.md
+++ b/data/jurisdictions/us/states/wv/people/joey-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 13"
+represents: "us/states/wv/districts/senate/13"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 13 (WV State Senate District 13).
 
+Represents [WV State Senate District 13](/us/states/wv/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/john-jordan.md b/data/jurisdictions/us/states/wv/people/john-jordan.md
index 9e8c281fda..417484e466 100644
--- a/data/jurisdictions/us/states/wv/people/john-jordan.md
+++ b/data/jurisdictions/us/states/wv/people/john-jordan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 42"
+represents: "us/states/wv/districts/house/42"
 tenure:
   start: "2026-01-13"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 42 (WV State House of Representatives District 42).
 
+Represents [WV State House of Representatives District 42](/us/states/wv/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/john-paul-hott.md b/data/jurisdictions/us/states/wv/people/john-paul-hott.md
index 84c0331013..8d07abe372 100644
--- a/data/jurisdictions/us/states/wv/people/john-paul-hott.md
+++ b/data/jurisdictions/us/states/wv/people/john-paul-hott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 85"
+represents: "us/states/wv/districts/house/85"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 85 (WV State House of Representatives District 85).
 
+Represents [WV State House of Representatives District 85](/us/states/wv/districts/house/85.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/john-williams.md b/data/jurisdictions/us/states/wv/people/john-williams.md
index 1ee1f48dba..7b8cac0f49 100644
--- a/data/jurisdictions/us/states/wv/people/john-williams.md
+++ b/data/jurisdictions/us/states/wv/people/john-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 80"
+represents: "us/states/wv/districts/house/80"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 80 (WV State House of Representatives District 80).
 
+Represents [WV State House of Representatives District 80](/us/states/wv/districts/house/80.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jonathan-kyle.md b/data/jurisdictions/us/states/wv/people/jonathan-kyle.md
index 33d05f12b1..3d82d38dbb 100644
--- a/data/jurisdictions/us/states/wv/people/jonathan-kyle.md
+++ b/data/jurisdictions/us/states/wv/people/jonathan-kyle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 66"
+represents: "us/states/wv/districts/house/66"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 66 (WV State House of Representatives District 66).
 
+Represents [WV State House of Representatives District 66](/us/states/wv/districts/house/66.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jonathan-pinson.md b/data/jurisdictions/us/states/wv/people/jonathan-pinson.md
index 51f2eb4b60..08b589270c 100644
--- a/data/jurisdictions/us/states/wv/people/jonathan-pinson.md
+++ b/data/jurisdictions/us/states/wv/people/jonathan-pinson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 17"
+represents: "us/states/wv/districts/house/17"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 17 (WV State House of Representatives District 17).
 
+Represents [WV State House of Representatives District 17](/us/states/wv/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jordan-bridges.md b/data/jurisdictions/us/states/wv/people/jordan-bridges.md
index bd7973e0d4..bc359b6f93 100644
--- a/data/jurisdictions/us/states/wv/people/jordan-bridges.md
+++ b/data/jurisdictions/us/states/wv/people/jordan-bridges.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 33"
+represents: "us/states/wv/districts/house/33"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 33 (WV State House of Representatives District 33).
 
+Represents [WV State House of Representatives District 33](/us/states/wv/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/jordan-maynor.md b/data/jurisdictions/us/states/wv/people/jordan-maynor.md
index 58600d4cfb..8b51eb1f32 100644
--- a/data/jurisdictions/us/states/wv/people/jordan-maynor.md
+++ b/data/jurisdictions/us/states/wv/people/jordan-maynor.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 41"
+represents: "us/states/wv/districts/house/41"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 41 (WV State House of Representatives District 41).
 
+Represents [WV State House of Representatives District 41](/us/states/wv/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/josh-holstein.md b/data/jurisdictions/us/states/wv/people/josh-holstein.md
index 3bb7952758..b603a42f7c 100644
--- a/data/jurisdictions/us/states/wv/people/josh-holstein.md
+++ b/data/jurisdictions/us/states/wv/people/josh-holstein.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 32"
+represents: "us/states/wv/districts/house/32"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 32 (WV State House of Representatives District 32).
 
+Represents [WV State House of Representatives District 32](/us/states/wv/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/kathie-hess-crouse.md b/data/jurisdictions/us/states/wv/people/kathie-hess-crouse.md
index af1887fe43..8dc94c96d4 100644
--- a/data/jurisdictions/us/states/wv/people/kathie-hess-crouse.md
+++ b/data/jurisdictions/us/states/wv/people/kathie-hess-crouse.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 19"
+represents: "us/states/wv/districts/house/19"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 19 (WV State House of Representatives District 19).
 
+Represents [WV State House of Representatives District 19](/us/states/wv/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/kayla-young.md b/data/jurisdictions/us/states/wv/people/kayla-young.md
index 8e911689df..aaa492b131 100644
--- a/data/jurisdictions/us/states/wv/people/kayla-young.md
+++ b/data/jurisdictions/us/states/wv/people/kayla-young.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 56"
+represents: "us/states/wv/districts/house/56"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 56 (WV State House of Representatives District 56).
 
+Represents [WV State House of Representatives District 56](/us/states/wv/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/keith-marple.md b/data/jurisdictions/us/states/wv/people/keith-marple.md
index f6a5a22bae..2eb71981f2 100644
--- a/data/jurisdictions/us/states/wv/people/keith-marple.md
+++ b/data/jurisdictions/us/states/wv/people/keith-marple.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 69"
+represents: "us/states/wv/districts/house/69"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 69 (WV State House of Representatives District 69).
 
+Represents [WV State House of Representatives District 69](/us/states/wv/districts/house/69.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/kevan-bartlett.md b/data/jurisdictions/us/states/wv/people/kevan-bartlett.md
index c025670458..f86188f412 100644
--- a/data/jurisdictions/us/states/wv/people/kevan-bartlett.md
+++ b/data/jurisdictions/us/states/wv/people/kevan-bartlett.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 8"
+represents: "us/states/wv/districts/senate/8"
 tenure:
   start: "2025-02-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 8 (WV State Senate District 8).
 
+Represents [WV State Senate District 8](/us/states/wv/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/laura-chapman.md b/data/jurisdictions/us/states/wv/people/laura-chapman.md
index 63c295f2ea..60780b9fb7 100644
--- a/data/jurisdictions/us/states/wv/people/laura-chapman.md
+++ b/data/jurisdictions/us/states/wv/people/laura-chapman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 1"
+represents: "us/states/wv/districts/senate/1"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 1 (WV State Senate District 1).
 
+Represents [WV State Senate District 1](/us/states/wv/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/laura-kimble.md b/data/jurisdictions/us/states/wv/people/laura-kimble.md
index 640a157566..668d9cade5 100644
--- a/data/jurisdictions/us/states/wv/people/laura-kimble.md
+++ b/data/jurisdictions/us/states/wv/people/laura-kimble.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 71"
+represents: "us/states/wv/districts/house/71"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 71 (WV State House of Representatives District 71).
 
+Represents [WV State House of Representatives District 71](/us/states/wv/districts/house/71.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/lisa-white.md b/data/jurisdictions/us/states/wv/people/lisa-white.md
index 3c162ebee1..0eca8bda54 100644
--- a/data/jurisdictions/us/states/wv/people/lisa-white.md
+++ b/data/jurisdictions/us/states/wv/people/lisa-white.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 96"
+represents: "us/states/wv/districts/house/96"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 96 (WV State House of Representatives District 96).
 
+Represents [WV State House of Representatives District 96](/us/states/wv/districts/house/96.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/lori-dittman.md b/data/jurisdictions/us/states/wv/people/lori-dittman.md
index 5027052877..8dc1fbce44 100644
--- a/data/jurisdictions/us/states/wv/people/lori-dittman.md
+++ b/data/jurisdictions/us/states/wv/people/lori-dittman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 63"
+represents: "us/states/wv/districts/house/63"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 63 (WV State House of Representatives District 63).
 
+Represents [WV State House of Representatives District 63](/us/states/wv/districts/house/63.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/margitta-mazzocchi.md b/data/jurisdictions/us/states/wv/people/margitta-mazzocchi.md
index 3f7e2bfd52..c87bd8163d 100644
--- a/data/jurisdictions/us/states/wv/people/margitta-mazzocchi.md
+++ b/data/jurisdictions/us/states/wv/people/margitta-mazzocchi.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 31"
+represents: "us/states/wv/districts/house/31"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 31 (WV State House of Representatives District 31).
 
+Represents [WV State House of Representatives District 31](/us/states/wv/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/mark-dean.md b/data/jurisdictions/us/states/wv/people/mark-dean.md
index fe884802f9..c270da58a6 100644
--- a/data/jurisdictions/us/states/wv/people/mark-dean.md
+++ b/data/jurisdictions/us/states/wv/people/mark-dean.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 34"
+represents: "us/states/wv/districts/house/34"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 34 (WV State House of Representatives District 34).
 
+Represents [WV State House of Representatives District 34](/us/states/wv/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/mark-maynard.md b/data/jurisdictions/us/states/wv/people/mark-maynard.md
index 82db8f1fb6..5925de1f5a 100644
--- a/data/jurisdictions/us/states/wv/people/mark-maynard.md
+++ b/data/jurisdictions/us/states/wv/people/mark-maynard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 6"
+represents: "us/states/wv/districts/senate/6"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 6 (WV State Senate District 6).
 
+Represents [WV State Senate District 6](/us/states/wv/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/mark-zatezalo.md b/data/jurisdictions/us/states/wv/people/mark-zatezalo.md
index 0718b00d15..f14f22c061 100644
--- a/data/jurisdictions/us/states/wv/people/mark-zatezalo.md
+++ b/data/jurisdictions/us/states/wv/people/mark-zatezalo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 2"
+represents: "us/states/wv/districts/house/2"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 2 (WV State House of Representatives District 2).
 
+Represents [WV State House of Representatives District 2](/us/states/wv/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/marshall-clay.md b/data/jurisdictions/us/states/wv/people/marshall-clay.md
index 2912d55d8b..9b7013d983 100644
--- a/data/jurisdictions/us/states/wv/people/marshall-clay.md
+++ b/data/jurisdictions/us/states/wv/people/marshall-clay.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 51"
+represents: "us/states/wv/districts/house/51"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 51 (WV State House of Representatives District 51).
 
+Represents [WV State House of Representatives District 51](/us/states/wv/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/marty-gearheart.md b/data/jurisdictions/us/states/wv/people/marty-gearheart.md
index 6f969d41da..40ebdacc7f 100644
--- a/data/jurisdictions/us/states/wv/people/marty-gearheart.md
+++ b/data/jurisdictions/us/states/wv/people/marty-gearheart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 37"
+represents: "us/states/wv/districts/house/37"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 37 (WV State House of Representatives District 37).
 
+Represents [WV State House of Representatives District 37](/us/states/wv/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/matthew-rohrbach.md b/data/jurisdictions/us/states/wv/people/matthew-rohrbach.md
index 0c033a53d7..b788d21455 100644
--- a/data/jurisdictions/us/states/wv/people/matthew-rohrbach.md
+++ b/data/jurisdictions/us/states/wv/people/matthew-rohrbach.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 26"
+represents: "us/states/wv/districts/house/26"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 26 (WV State House of Representatives District 26).
 
+Represents [WV State House of Representatives District 26](/us/states/wv/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/michael-amos.md b/data/jurisdictions/us/states/wv/people/michael-amos.md
index d56208464d..6a3f18c759 100644
--- a/data/jurisdictions/us/states/wv/people/michael-amos.md
+++ b/data/jurisdictions/us/states/wv/people/michael-amos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 27"
+represents: "us/states/wv/districts/house/27"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 27 (WV State House of Representatives District 27).
 
+Represents [WV State House of Representatives District 27](/us/states/wv/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/mickey-petitto.md b/data/jurisdictions/us/states/wv/people/mickey-petitto.md
index 9762e20af8..d15eb14175 100644
--- a/data/jurisdictions/us/states/wv/people/mickey-petitto.md
+++ b/data/jurisdictions/us/states/wv/people/mickey-petitto.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 70"
+represents: "us/states/wv/districts/house/70"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 70 (WV State House of Representatives District 70).
 
+Represents [WV State House of Representatives District 70](/us/states/wv/districts/house/70.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/mike-azinger.md b/data/jurisdictions/us/states/wv/people/mike-azinger.md
index bc4387b89c..daff71b697 100644
--- a/data/jurisdictions/us/states/wv/people/mike-azinger.md
+++ b/data/jurisdictions/us/states/wv/people/mike-azinger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 3"
+represents: "us/states/wv/districts/senate/3"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 3 (WV State Senate District 3).
 
+Represents [WV State Senate District 3](/us/states/wv/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/mike-hite.md b/data/jurisdictions/us/states/wv/people/mike-hite.md
index 283943ee56..decc2ec790 100644
--- a/data/jurisdictions/us/states/wv/people/mike-hite.md
+++ b/data/jurisdictions/us/states/wv/people/mike-hite.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 92"
+represents: "us/states/wv/districts/house/92"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 92 (WV State House of Representatives District 92).
 
+Represents [WV State House of Representatives District 92](/us/states/wv/districts/house/92.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/mike-hornby.md b/data/jurisdictions/us/states/wv/people/mike-hornby.md
index 4621b66948..7581260373 100644
--- a/data/jurisdictions/us/states/wv/people/mike-hornby.md
+++ b/data/jurisdictions/us/states/wv/people/mike-hornby.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 93"
+represents: "us/states/wv/districts/house/93"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 93 (WV State House of Representatives District 93).
 
+Represents [WV State House of Representatives District 93](/us/states/wv/districts/house/93.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/mike-oliverio.md b/data/jurisdictions/us/states/wv/people/mike-oliverio.md
index 2093d587e4..d87d2c72c3 100644
--- a/data/jurisdictions/us/states/wv/people/mike-oliverio.md
+++ b/data/jurisdictions/us/states/wv/people/mike-oliverio.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 13"
+represents: "us/states/wv/districts/senate/13"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 13 (WV State Senate District 13).
 
+Represents [WV State Senate District 13](/us/states/wv/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/mike-pushkin.md b/data/jurisdictions/us/states/wv/people/mike-pushkin.md
index 0791d090d0..3921a967d0 100644
--- a/data/jurisdictions/us/states/wv/people/mike-pushkin.md
+++ b/data/jurisdictions/us/states/wv/people/mike-pushkin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 54"
+represents: "us/states/wv/districts/house/54"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 54 (WV State House of Representatives District 54).
 
+Represents [WV State House of Representatives District 54](/us/states/wv/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/mike-woelfel.md b/data/jurisdictions/us/states/wv/people/mike-woelfel.md
index 28e002b89f..943ca7a782 100644
--- a/data/jurisdictions/us/states/wv/people/mike-woelfel.md
+++ b/data/jurisdictions/us/states/wv/people/mike-woelfel.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 5"
+represents: "us/states/wv/districts/senate/5"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 5 (WV State Senate District 5).
 
+Represents [WV State Senate District 5](/us/states/wv/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/pat-mcgeehan.md b/data/jurisdictions/us/states/wv/people/pat-mcgeehan.md
index b3a47db6b4..4c6c347100 100644
--- a/data/jurisdictions/us/states/wv/people/pat-mcgeehan.md
+++ b/data/jurisdictions/us/states/wv/people/pat-mcgeehan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 1"
+represents: "us/states/wv/districts/house/1"
 tenure:
   start: "2014-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 1 (WV State House of Representatives District 1).
 
+Represents [WV State House of Representatives District 1](/us/states/wv/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/patricia-rucker.md b/data/jurisdictions/us/states/wv/people/patricia-rucker.md
index 25515429d0..c4e65292d7 100644
--- a/data/jurisdictions/us/states/wv/people/patricia-rucker.md
+++ b/data/jurisdictions/us/states/wv/people/patricia-rucker.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 16"
+represents: "us/states/wv/districts/senate/16"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 16 (WV State Senate District 16).
 
+Represents [WV State Senate District 16](/us/states/wv/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/patrick-lucas.md b/data/jurisdictions/us/states/wv/people/patrick-lucas.md
index 1fa0a67642..c005f14e58 100644
--- a/data/jurisdictions/us/states/wv/people/patrick-lucas.md
+++ b/data/jurisdictions/us/states/wv/people/patrick-lucas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 24"
+represents: "us/states/wv/districts/house/24"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 24 (WV State House of Representatives District 24).
 
+Represents [WV State House of Representatives District 24](/us/states/wv/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/patrick-martin.md b/data/jurisdictions/us/states/wv/people/patrick-martin.md
index 8b62249129..2fe0344951 100644
--- a/data/jurisdictions/us/states/wv/people/patrick-martin.md
+++ b/data/jurisdictions/us/states/wv/people/patrick-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 12"
+represents: "us/states/wv/districts/senate/12"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 12 (WV State Senate District 12).
 
+Represents [WV State Senate District 12](/us/states/wv/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/phil-mallow.md b/data/jurisdictions/us/states/wv/people/phil-mallow.md
index f28e7b1a1d..1c84552647 100644
--- a/data/jurisdictions/us/states/wv/people/phil-mallow.md
+++ b/data/jurisdictions/us/states/wv/people/phil-mallow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 75"
+represents: "us/states/wv/districts/house/75"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 75 (WV State House of Representatives District 75).
 
+Represents [WV State House of Representatives District 75](/us/states/wv/districts/house/75.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/randy-smith.md b/data/jurisdictions/us/states/wv/people/randy-smith.md
index ca7a55d9cc..f94ca0fec4 100644
--- a/data/jurisdictions/us/states/wv/people/randy-smith.md
+++ b/data/jurisdictions/us/states/wv/people/randy-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 14"
+represents: "us/states/wv/districts/senate/14"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 14 (WV State Senate District 14).
 
+Represents [WV State Senate District 14](/us/states/wv/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/ray-canterbury.md b/data/jurisdictions/us/states/wv/people/ray-canterbury.md
index 5bfa8d3c65..178d7b0090 100644
--- a/data/jurisdictions/us/states/wv/people/ray-canterbury.md
+++ b/data/jurisdictions/us/states/wv/people/ray-canterbury.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 47"
+represents: "us/states/wv/districts/house/47"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 47 (WV State House of Representatives District 47).
 
+Represents [WV State House of Representatives District 47](/us/states/wv/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/rick-garcia.md b/data/jurisdictions/us/states/wv/people/rick-garcia.md
index d87107d728..80e5e5234e 100644
--- a/data/jurisdictions/us/states/wv/people/rick-garcia.md
+++ b/data/jurisdictions/us/states/wv/people/rick-garcia.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 76"
+represents: "us/states/wv/districts/house/76"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 76 (WV State House of Representatives District 76).
 
+Represents [WV State House of Representatives District 76](/us/states/wv/districts/house/76.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/rick-hillenbrand.md b/data/jurisdictions/us/states/wv/people/rick-hillenbrand.md
index 97ade3e986..09e1aa55bd 100644
--- a/data/jurisdictions/us/states/wv/people/rick-hillenbrand.md
+++ b/data/jurisdictions/us/states/wv/people/rick-hillenbrand.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 88"
+represents: "us/states/wv/districts/house/88"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 88 (WV State House of Representatives District 88).
 
+Represents [WV State House of Representatives District 88](/us/states/wv/districts/house/88.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/robbie-martin.md b/data/jurisdictions/us/states/wv/people/robbie-martin.md
index 698e249755..a430b6c820 100644
--- a/data/jurisdictions/us/states/wv/people/robbie-martin.md
+++ b/data/jurisdictions/us/states/wv/people/robbie-martin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 65"
+represents: "us/states/wv/districts/house/65"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 65 (WV State House of Representatives District 65).
 
+Represents [WV State House of Representatives District 65](/us/states/wv/districts/house/65.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/robbie-morris.md b/data/jurisdictions/us/states/wv/people/robbie-morris.md
index 3ec5ed4e93..8741616ad6 100644
--- a/data/jurisdictions/us/states/wv/people/robbie-morris.md
+++ b/data/jurisdictions/us/states/wv/people/robbie-morris.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 11"
+represents: "us/states/wv/districts/senate/11"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 11 (WV State Senate District 11).
 
+Represents [WV State Senate District 11](/us/states/wv/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/roger-hanshaw.md b/data/jurisdictions/us/states/wv/people/roger-hanshaw.md
index 5928edc1c9..184b3e4223 100644
--- a/data/jurisdictions/us/states/wv/people/roger-hanshaw.md
+++ b/data/jurisdictions/us/states/wv/people/roger-hanshaw.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 62"
+represents: "us/states/wv/districts/house/62"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 62 (WV State House of Representatives District 62).
 
+Represents [WV State House of Representatives District 62](/us/states/wv/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/rollan-roberts.md b/data/jurisdictions/us/states/wv/people/rollan-roberts.md
index d898b6dbe8..8057483c9a 100644
--- a/data/jurisdictions/us/states/wv/people/rollan-roberts.md
+++ b/data/jurisdictions/us/states/wv/people/rollan-roberts.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 9"
+represents: "us/states/wv/districts/senate/9"
 tenure:
   start: "2018-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 9 (WV State Senate District 9).
 
+Represents [WV State Senate District 9](/us/states/wv/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/roy-cooper.md b/data/jurisdictions/us/states/wv/people/roy-cooper.md
index 644abea496..72c5985672 100644
--- a/data/jurisdictions/us/states/wv/people/roy-cooper.md
+++ b/data/jurisdictions/us/states/wv/people/roy-cooper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 40"
+represents: "us/states/wv/districts/house/40"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 40 (WV State House of Representatives District 40).
 
+Represents [WV State House of Representatives District 40](/us/states/wv/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/rupie-phillips.md b/data/jurisdictions/us/states/wv/people/rupie-phillips.md
index fbdbbd3ff9..50f2f07f79 100644
--- a/data/jurisdictions/us/states/wv/people/rupie-phillips.md
+++ b/data/jurisdictions/us/states/wv/people/rupie-phillips.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 7"
+represents: "us/states/wv/districts/senate/7"
 tenure:
   start: "2020-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 7 (WV State Senate District 7).
 
+Represents [WV State Senate District 7](/us/states/wv/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/ryan-browning.md b/data/jurisdictions/us/states/wv/people/ryan-browning.md
index a2a92d130b..7d51a35b5a 100644
--- a/data/jurisdictions/us/states/wv/people/ryan-browning.md
+++ b/data/jurisdictions/us/states/wv/people/ryan-browning.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 28"
+represents: "us/states/wv/districts/house/28"
 tenure:
   start: "2024-07-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 28 (WV State House of Representatives District 28).
 
+Represents [WV State House of Representatives District 28](/us/states/wv/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/ryan-weld.md b/data/jurisdictions/us/states/wv/people/ryan-weld.md
index 04edad00af..b411a433c8 100644
--- a/data/jurisdictions/us/states/wv/people/ryan-weld.md
+++ b/data/jurisdictions/us/states/wv/people/ryan-weld.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 1"
+represents: "us/states/wv/districts/senate/1"
 tenure:
   start: "2016-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 1 (WV State Senate District 1).
 
+Represents [WV State Senate District 1](/us/states/wv/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/sarah-drennan.md b/data/jurisdictions/us/states/wv/people/sarah-drennan.md
index c94dbd752c..205acac872 100644
--- a/data/jurisdictions/us/states/wv/people/sarah-drennan.md
+++ b/data/jurisdictions/us/states/wv/people/sarah-drennan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 20"
+represents: "us/states/wv/districts/house/20"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 20 (WV State House of Representatives District 20).
 
+Represents [WV State House of Representatives District 20](/us/states/wv/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/scot-heckert.md b/data/jurisdictions/us/states/wv/people/scot-heckert.md
index 9e4abada56..da13880fbb 100644
--- a/data/jurisdictions/us/states/wv/people/scot-heckert.md
+++ b/data/jurisdictions/us/states/wv/people/scot-heckert.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 13"
+represents: "us/states/wv/districts/house/13"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 13 (WV State House of Representatives District 13).
 
+Represents [WV State House of Representatives District 13](/us/states/wv/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/scott-fuller.md b/data/jurisdictions/us/states/wv/people/scott-fuller.md
index cf987becdd..5bfe60f8eb 100644
--- a/data/jurisdictions/us/states/wv/people/scott-fuller.md
+++ b/data/jurisdictions/us/states/wv/people/scott-fuller.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 5"
+represents: "us/states/wv/districts/senate/5"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 5 (WV State Senate District 5).
 
+Represents [WV State Senate District 5](/us/states/wv/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/sean-hornbuckle.md b/data/jurisdictions/us/states/wv/people/sean-hornbuckle.md
index 6ba4a48e24..6bc7bdd432 100644
--- a/data/jurisdictions/us/states/wv/people/sean-hornbuckle.md
+++ b/data/jurisdictions/us/states/wv/people/sean-hornbuckle.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 25"
+represents: "us/states/wv/districts/house/25"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 25 (WV State House of Representatives District 25).
 
+Represents [WV State House of Representatives District 25](/us/states/wv/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/shawn-fluharty.md b/data/jurisdictions/us/states/wv/people/shawn-fluharty.md
index ae846c5ea0..e652313b39 100644
--- a/data/jurisdictions/us/states/wv/people/shawn-fluharty.md
+++ b/data/jurisdictions/us/states/wv/people/shawn-fluharty.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 5"
+represents: "us/states/wv/districts/house/5"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 5 (WV State House of Representatives District 5).
 
+Represents [WV State House of Representatives District 5](/us/states/wv/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/stan-adkins.md b/data/jurisdictions/us/states/wv/people/stan-adkins.md
index ddcf80d788..4cd66df934 100644
--- a/data/jurisdictions/us/states/wv/people/stan-adkins.md
+++ b/data/jurisdictions/us/states/wv/people/stan-adkins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 49"
+represents: "us/states/wv/districts/house/49"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 49 (WV State House of Representatives District 49).
 
+Represents [WV State House of Representatives District 49](/us/states/wv/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/tom-takubo.md b/data/jurisdictions/us/states/wv/people/tom-takubo.md
index e5bd04bbe6..3dc9196749 100644
--- a/data/jurisdictions/us/states/wv/people/tom-takubo.md
+++ b/data/jurisdictions/us/states/wv/people/tom-takubo.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 17"
+represents: "us/states/wv/districts/senate/17"
 tenure:
   start: "2015-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 17 (WV State Senate District 17).
 
+Represents [WV State Senate District 17](/us/states/wv/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/tom-willis.md b/data/jurisdictions/us/states/wv/people/tom-willis.md
index 55d74cd47f..d0e743e6e9 100644
--- a/data/jurisdictions/us/states/wv/people/tom-willis.md
+++ b/data/jurisdictions/us/states/wv/people/tom-willis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 15"
+represents: "us/states/wv/districts/senate/15"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 15 (WV State Senate District 15).
 
+Represents [WV State Senate District 15](/us/states/wv/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/trenton-barnhart.md b/data/jurisdictions/us/states/wv/people/trenton-barnhart.md
index b540b5467d..83629dd559 100644
--- a/data/jurisdictions/us/states/wv/people/trenton-barnhart.md
+++ b/data/jurisdictions/us/states/wv/people/trenton-barnhart.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 3"
+represents: "us/states/wv/districts/senate/3"
 tenure:
   start: "2026-01-28"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 3 (WV State Senate District 3).
 
+Represents [WV State Senate District 3](/us/states/wv/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/tresa-howell.md b/data/jurisdictions/us/states/wv/people/tresa-howell.md
index 79e9fba532..ae70b75ed9 100644
--- a/data/jurisdictions/us/states/wv/people/tresa-howell.md
+++ b/data/jurisdictions/us/states/wv/people/tresa-howell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 52"
+represents: "us/states/wv/districts/house/52"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 52 (WV State House of Representatives District 52).
 
+Represents [WV State House of Representatives District 52](/us/states/wv/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/tristan-leavitt.md b/data/jurisdictions/us/states/wv/people/tristan-leavitt.md
index eba821041d..58835c531d 100644
--- a/data/jurisdictions/us/states/wv/people/tristan-leavitt.md
+++ b/data/jurisdictions/us/states/wv/people/tristan-leavitt.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 53"
+represents: "us/states/wv/districts/house/53"
 tenure:
   start: "2024-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 53 (WV State House of Representatives District 53).
 
+Represents [WV State House of Representatives District 53](/us/states/wv/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/vernon-criss.md b/data/jurisdictions/us/states/wv/people/vernon-criss.md
index 6f57bc06ca..45080077d4 100644
--- a/data/jurisdictions/us/states/wv/people/vernon-criss.md
+++ b/data/jurisdictions/us/states/wv/people/vernon-criss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 12"
+represents: "us/states/wv/districts/house/12"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 12 (WV State House of Representatives District 12).
 
+Represents [WV State House of Representatives District 12](/us/states/wv/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/vince-deeds.md b/data/jurisdictions/us/states/wv/people/vince-deeds.md
index c2fe1fe70e..9022ea13fd 100644
--- a/data/jurisdictions/us/states/wv/people/vince-deeds.md
+++ b/data/jurisdictions/us/states/wv/people/vince-deeds.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 10"
+represents: "us/states/wv/districts/senate/10"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 10 (WV State Senate District 10).
 
+Represents [WV State Senate District 10](/us/states/wv/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/walter-hall.md b/data/jurisdictions/us/states/wv/people/walter-hall.md
index dffe25479e..9a0cf11b16 100644
--- a/data/jurisdictions/us/states/wv/people/walter-hall.md
+++ b/data/jurisdictions/us/states/wv/people/walter-hall.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 58"
+represents: "us/states/wv/districts/house/58"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 58 (WV State House of Representatives District 58).
 
+Represents [WV State House of Representatives District 58](/us/states/wv/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/wayne-clark.md b/data/jurisdictions/us/states/wv/people/wayne-clark.md
index f5d5c16910..b09dead078 100644
--- a/data/jurisdictions/us/states/wv/people/wayne-clark.md
+++ b/data/jurisdictions/us/states/wv/people/wayne-clark.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State House of Representatives District 99"
+represents: "us/states/wv/districts/house/99"
 tenure:
   start: "2022-12-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV House District 99 (WV State House of Representatives District 99).
 
+Represents [WV State House of Representatives District 99](/us/states/wv/districts/house/99.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wv/people/zack-maynard.md b/data/jurisdictions/us/states/wv/people/zack-maynard.md
index d28392e708..6f78d5220e 100644
--- a/data/jurisdictions/us/states/wv/people/zack-maynard.md
+++ b/data/jurisdictions/us/states/wv/people/zack-maynard.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WV"
 district: "WV State Senate District 7"
+represents: "us/states/wv/districts/senate/7"
 tenure:
   start: "2025-11-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WV Senate District 7 (WV State Senate District 7).
 
+Represents [WV State Senate District 7](/us/states/wv/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/counties/albany/index.md b/data/jurisdictions/us/states/wy/counties/albany/index.md
index bf35896601..f24b7355bf 100644
--- a/data/jurisdictions/us/states/wy/counties/albany/index.md
+++ b/data/jurisdictions/us/states/wy/counties/albany/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 300
   hispanic: 4043
   bachelors_plus: 17886
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/10"
+    rel: in-district
+    area_weight: 0.9982
+  - to: "us/states/wy/districts/house/14"
+    rel: in-district
+    area_weight: 0.6309
+  - to: "us/states/wy/districts/house/46"
+    rel: in-district
+    area_weight: 0.3674
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4043 |
 | Bachelor's or higher | 17886 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 10](/us/states/wy/districts/senate/10.md) — 100% (state senate)
+- [WY House District 14](/us/states/wy/districts/house/14.md) — 63% (state house)
+- [WY House District 46](/us/states/wy/districts/house/46.md) — 37% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/big-horn/index.md b/data/jurisdictions/us/states/wy/counties/big-horn/index.md
index 609a966853..21e0a01ede 100644
--- a/data/jurisdictions/us/states/wy/counties/big-horn/index.md
+++ b/data/jurisdictions/us/states/wy/counties/big-horn/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 89
   hispanic: 1143
   bachelors_plus: 2439
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/19"
+    rel: in-district
+    area_weight: 0.5766
+  - to: "us/states/wy/districts/senate/20"
+    rel: in-district
+    area_weight: 0.4233
+  - to: "us/states/wy/districts/house/26"
+    rel: in-district
+    area_weight: 0.5766
+  - to: "us/states/wy/districts/house/27"
+    rel: in-district
+    area_weight: 0.2447
+  - to: "us/states/wy/districts/house/28"
+    rel: in-district
+    area_weight: 0.1786
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction.
 | Hispanic/Latino | 1143 |
 | Bachelor's or higher | 2439 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 19](/us/states/wy/districts/senate/19.md) — 58% (state senate)
+- [WY Senate District 20](/us/states/wy/districts/senate/20.md) — 42% (state senate)
+- [WY House District 26](/us/states/wy/districts/house/26.md) — 58% (state house)
+- [WY House District 27](/us/states/wy/districts/house/27.md) — 24% (state house)
+- [WY House District 28](/us/states/wy/districts/house/28.md) — 18% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/campbell/index.md b/data/jurisdictions/us/states/wy/counties/campbell/index.md
index 7c5f3e024a..6ba4e2d30e 100644
--- a/data/jurisdictions/us/states/wy/counties/campbell/index.md
+++ b/data/jurisdictions/us/states/wy/counties/campbell/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 612
   hispanic: 4562
   bachelors_plus: 10035
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/23"
+    rel: in-district
+    area_weight: 0.5343
+  - to: "us/states/wy/districts/senate/1"
+    rel: in-district
+    area_weight: 0.4629
+  - to: "us/states/wy/districts/house/3"
+    rel: in-district
+    area_weight: 0.5323
+  - to: "us/states/wy/districts/house/52"
+    rel: in-district
+    area_weight: 0.4629
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 4562 |
 | Bachelor's or higher | 10035 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 23](/us/states/wy/districts/senate/23.md) — 53% (state senate)
+- [WY Senate District 1](/us/states/wy/districts/senate/1.md) — 46% (state senate)
+- [WY House District 3](/us/states/wy/districts/house/3.md) — 53% (state house)
+- [WY House District 52](/us/states/wy/districts/house/52.md) — 46% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/carbon/index.md b/data/jurisdictions/us/states/wy/counties/carbon/index.md
index bd43179ad7..15c75d1188 100644
--- a/data/jurisdictions/us/states/wy/counties/carbon/index.md
+++ b/data/jurisdictions/us/states/wy/counties/carbon/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 126
   hispanic: 2640
   bachelors_plus: 3302
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/11"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wy/districts/house/47"
+    rel: in-district
+    area_weight: 0.6943
+  - to: "us/states/wy/districts/house/15"
+    rel: in-district
+    area_weight: 0.3055
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 2640 |
 | Bachelor's or higher | 3302 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 11](/us/states/wy/districts/senate/11.md) — 100% (state senate)
+- [WY House District 47](/us/states/wy/districts/house/47.md) — 69% (state house)
+- [WY House District 15](/us/states/wy/districts/house/15.md) — 31% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/converse/index.md b/data/jurisdictions/us/states/wy/counties/converse/index.md
index fb89ad4f5e..36d49bf325 100644
--- a/data/jurisdictions/us/states/wy/counties/converse/index.md
+++ b/data/jurisdictions/us/states/wy/counties/converse/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 4
   hispanic: 1127
   bachelors_plus: 3299
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/2"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wy/districts/house/6"
+    rel: in-district
+    area_weight: 0.6587
+  - to: "us/states/wy/districts/house/62"
+    rel: in-district
+    area_weight: 0.3409
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1127 |
 | Bachelor's or higher | 3299 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 2](/us/states/wy/districts/senate/2.md) — 100% (state senate)
+- [WY House District 6](/us/states/wy/districts/house/6.md) — 66% (state house)
+- [WY House District 62](/us/states/wy/districts/house/62.md) — 34% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/crook/index.md b/data/jurisdictions/us/states/wy/counties/crook/index.md
index 423b491797..d4e4e47aa5 100644
--- a/data/jurisdictions/us/states/wy/counties/crook/index.md
+++ b/data/jurisdictions/us/states/wy/counties/crook/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 13
   hispanic: 158
   bachelors_plus: 1505
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wy/districts/senate/1"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/house/1"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 158 |
 | Bachelor's or higher | 1505 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 1](/us/states/wy/districts/senate/1.md) — 100% (state senate)
+- [WY House District 1](/us/states/wy/districts/house/1.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/fremont/index.md b/data/jurisdictions/us/states/wy/counties/fremont/index.md
index f8ccc3f494..623439ff4c 100644
--- a/data/jurisdictions/us/states/wy/counties/fremont/index.md
+++ b/data/jurisdictions/us/states/wy/counties/fremont/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 7233
   hispanic: 2745
   bachelors_plus: 9835
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/26"
+    rel: in-district
+    area_weight: 0.5547
+  - to: "us/states/wy/districts/senate/25"
+    rel: in-district
+    area_weight: 0.2951
+  - to: "us/states/wy/districts/senate/20"
+    rel: in-district
+    area_weight: 0.1501
+  - to: "us/states/wy/districts/house/34"
+    rel: in-district
+    area_weight: 0.5536
+  - to: "us/states/wy/districts/house/33"
+    rel: in-district
+    area_weight: 0.2851
+  - to: "us/states/wy/districts/house/28"
+    rel: in-district
+    area_weight: 0.1501
+  - to: "us/states/wy/districts/house/54"
+    rel: in-district
+    area_weight: 0.01
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction.
 | Hispanic/Latino | 2745 |
 | Bachelor's or higher | 9835 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 26](/us/states/wy/districts/senate/26.md) — 55% (state senate)
+- [WY Senate District 25](/us/states/wy/districts/senate/25.md) — 30% (state senate)
+- [WY Senate District 20](/us/states/wy/districts/senate/20.md) — 15% (state senate)
+- [WY House District 34](/us/states/wy/districts/house/34.md) — 55% (state house)
+- [WY House District 33](/us/states/wy/districts/house/33.md) — 29% (state house)
+- [WY House District 28](/us/states/wy/districts/house/28.md) — 15% (state house)
+- [WY House District 54](/us/states/wy/districts/house/54.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/goshen/index.md b/data/jurisdictions/us/states/wy/counties/goshen/index.md
index f5c85f9844..bb4cc1c7a1 100644
--- a/data/jurisdictions/us/states/wy/counties/goshen/index.md
+++ b/data/jurisdictions/us/states/wy/counties/goshen/index.md
@@ -22,9 +22,24 @@ demographics:
   race_native: 92
   hispanic: 1288
   bachelors_plus: 2764
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wy/districts/senate/3"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wy/districts/house/5"
+    rel: in-district
+    area_weight: 0.5879
+  - to: "us/states/wy/districts/house/2"
+    rel: in-district
+    area_weight: 0.4119
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +71,14 @@ County jurisdiction.
 | Hispanic/Latino | 1288 |
 | Bachelor's or higher | 2764 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 3](/us/states/wy/districts/senate/3.md) — 100% (state senate)
+- [WY House District 5](/us/states/wy/districts/house/5.md) — 59% (state house)
+- [WY House District 2](/us/states/wy/districts/house/2.md) — 41% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/hot-springs/index.md b/data/jurisdictions/us/states/wy/counties/hot-springs/index.md
index dae878dbaf..abff72e67b 100644
--- a/data/jurisdictions/us/states/wy/counties/hot-springs/index.md
+++ b/data/jurisdictions/us/states/wy/counties/hot-springs/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 25
   hispanic: 183
   bachelors_plus: 1194
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wy/districts/house/28"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 183 |
 | Bachelor's or higher | 1194 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 20](/us/states/wy/districts/senate/20.md) — 100% (state senate)
+- [WY House District 28](/us/states/wy/districts/house/28.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/johnson/index.md b/data/jurisdictions/us/states/wy/counties/johnson/index.md
index 5fb55c4723..e79920e514 100644
--- a/data/jurisdictions/us/states/wy/counties/johnson/index.md
+++ b/data/jurisdictions/us/states/wy/counties/johnson/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 144
   hispanic: 373
   bachelors_plus: 2769
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/22"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wy/districts/house/40"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 373 |
 | Bachelor's or higher | 2769 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 22](/us/states/wy/districts/senate/22.md) — 100% (state senate)
+- [WY House District 40](/us/states/wy/districts/house/40.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/laramie/index.md b/data/jurisdictions/us/states/wy/counties/laramie/index.md
index bfc6c7ff04..88de2da340 100644
--- a/data/jurisdictions/us/states/wy/counties/laramie/index.md
+++ b/data/jurisdictions/us/states/wy/counties/laramie/index.md
@@ -22,9 +22,48 @@ demographics:
   race_native: 1027
   hispanic: 16004
   bachelors_plus: 31406
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/6"
+    rel: in-district
+    area_weight: 0.7224
+  - to: "us/states/wy/districts/senate/5"
+    rel: in-district
+    area_weight: 0.206
+  - to: "us/states/wy/districts/senate/31"
+    rel: in-district
+    area_weight: 0.0452
+  - to: "us/states/wy/districts/senate/4"
+    rel: in-district
+    area_weight: 0.0182
+  - to: "us/states/wy/districts/senate/8"
+    rel: in-district
+    area_weight: 0.0054
+  - to: "us/states/wy/districts/house/10"
+    rel: in-district
+    area_weight: 0.4629
+  - to: "us/states/wy/districts/house/4"
+    rel: in-district
+    area_weight: 0.2595
+  - to: "us/states/wy/districts/house/42"
+    rel: in-district
+    area_weight: 0.193
+  - to: "us/states/wy/districts/house/43"
+    rel: in-district
+    area_weight: 0.0444
+  - to: "us/states/wy/districts/house/8"
+    rel: in-district
+    area_weight: 0.0173
+  - to: "us/states/wy/districts/house/12"
+    rel: in-district
+    area_weight: 0.013
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +95,22 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 16004 |
 | Bachelor's or higher | 31406 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 6](/us/states/wy/districts/senate/6.md) — 72% (state senate)
+- [WY Senate District 5](/us/states/wy/districts/senate/5.md) — 21% (state senate)
+- [WY Senate District 31](/us/states/wy/districts/senate/31.md) — 5% (state senate)
+- [WY Senate District 4](/us/states/wy/districts/senate/4.md) — 2% (state senate)
+- [WY Senate District 8](/us/states/wy/districts/senate/8.md) — 1% (state senate)
+- [WY House District 10](/us/states/wy/districts/house/10.md) — 46% (state house)
+- [WY House District 4](/us/states/wy/districts/house/4.md) — 26% (state house)
+- [WY House District 42](/us/states/wy/districts/house/42.md) — 19% (state house)
+- [WY House District 43](/us/states/wy/districts/house/43.md) — 4% (state house)
+- [WY House District 8](/us/states/wy/districts/house/8.md) — 2% (state house)
+- [WY House District 12](/us/states/wy/districts/house/12.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/lincoln/index.md b/data/jurisdictions/us/states/wy/counties/lincoln/index.md
index 08f495c93c..b50175b11f 100644
--- a/data/jurisdictions/us/states/wy/counties/lincoln/index.md
+++ b/data/jurisdictions/us/states/wy/counties/lincoln/index.md
@@ -22,9 +22,33 @@ demographics:
   race_native: 57
   hispanic: 1131
   bachelors_plus: 4744
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wy/districts/senate/14"
+    rel: in-district
+    area_weight: 0.6753
+  - to: "us/states/wy/districts/senate/16"
+    rel: in-district
+    area_weight: 0.3246
+  - to: "us/states/wy/districts/house/18"
+    rel: in-district
+    area_weight: 0.5706
+  - to: "us/states/wy/districts/house/22"
+    rel: in-district
+    area_weight: 0.2094
+  - to: "us/states/wy/districts/house/21"
+    rel: in-district
+    area_weight: 0.1151
+  - to: "us/states/wy/districts/house/20"
+    rel: in-district
+    area_weight: 0.1046
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +80,17 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1131 |
 | Bachelor's or higher | 4744 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 14](/us/states/wy/districts/senate/14.md) — 68% (state senate)
+- [WY Senate District 16](/us/states/wy/districts/senate/16.md) — 32% (state senate)
+- [WY House District 18](/us/states/wy/districts/house/18.md) — 57% (state house)
+- [WY House District 22](/us/states/wy/districts/house/22.md) — 21% (state house)
+- [WY House District 21](/us/states/wy/districts/house/21.md) — 12% (state house)
+- [WY House District 20](/us/states/wy/districts/house/20.md) — 10% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/natrona/index.md b/data/jurisdictions/us/states/wy/counties/natrona/index.md
index 7790472bd4..7f989a7755 100644
--- a/data/jurisdictions/us/states/wy/counties/natrona/index.md
+++ b/data/jurisdictions/us/states/wy/counties/natrona/index.md
@@ -22,9 +22,36 @@ demographics:
   race_native: 419
   hispanic: 7577
   bachelors_plus: 20937
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/30"
+    rel: in-district
+    area_weight: 0.8881
+  - to: "us/states/wy/districts/senate/2"
+    rel: in-district
+    area_weight: 0.092
+  - to: "us/states/wy/districts/senate/29"
+    rel: in-district
+    area_weight: 0.0153
+  - to: "us/states/wy/districts/house/38"
+    rel: in-district
+    area_weight: 0.702
+  - to: "us/states/wy/districts/house/58"
+    rel: in-district
+    area_weight: 0.1862
+  - to: "us/states/wy/districts/house/62"
+    rel: in-district
+    area_weight: 0.092
+  - to: "us/states/wy/districts/house/37"
+    rel: in-district
+    area_weight: 0.0137
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +83,18 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 7577 |
 | Bachelor's or higher | 20937 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 30](/us/states/wy/districts/senate/30.md) — 89% (state senate)
+- [WY Senate District 2](/us/states/wy/districts/senate/2.md) — 9% (state senate)
+- [WY Senate District 29](/us/states/wy/districts/senate/29.md) — 2% (state senate)
+- [WY House District 38](/us/states/wy/districts/house/38.md) — 70% (state house)
+- [WY House District 58](/us/states/wy/districts/house/58.md) — 19% (state house)
+- [WY House District 62](/us/states/wy/districts/house/62.md) — 9% (state house)
+- [WY House District 37](/us/states/wy/districts/house/37.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/niobrara/index.md b/data/jurisdictions/us/states/wy/counties/niobrara/index.md
index 444d7a45bc..478fee3589 100644
--- a/data/jurisdictions/us/states/wy/counties/niobrara/index.md
+++ b/data/jurisdictions/us/states/wy/counties/niobrara/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 57
   hispanic: 133
   bachelors_plus: 535
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/3"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/house/2"
+    rel: in-district
+    area_weight: 1.0
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 133 |
 | Bachelor's or higher | 535 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 3](/us/states/wy/districts/senate/3.md) — 100% (state senate)
+- [WY House District 2](/us/states/wy/districts/house/2.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/park/index.md b/data/jurisdictions/us/states/wy/counties/park/index.md
index 14ca23ae8b..f37f2eb57b 100644
--- a/data/jurisdictions/us/states/wy/counties/park/index.md
+++ b/data/jurisdictions/us/states/wy/counties/park/index.md
@@ -22,9 +22,39 @@ demographics:
   race_native: 157
   hispanic: 1828
   bachelors_plus: 11016
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wy/districts/senate/18"
+    rel: in-district
+    area_weight: 0.7534
+  - to: "us/states/wy/districts/senate/20"
+    rel: in-district
+    area_weight: 0.2083
+  - to: "us/states/wy/districts/senate/19"
+    rel: in-district
+    area_weight: 0.0382
+  - to: "us/states/wy/districts/house/24"
+    rel: in-district
+    area_weight: 0.5206
+  - to: "us/states/wy/districts/house/50"
+    rel: in-district
+    area_weight: 0.2328
+  - to: "us/states/wy/districts/house/28"
+    rel: in-district
+    area_weight: 0.2083
+  - to: "us/states/wy/districts/house/26"
+    rel: in-district
+    area_weight: 0.0283
+  - to: "us/states/wy/districts/house/25"
+    rel: in-district
+    area_weight: 0.0099
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +86,19 @@ County jurisdiction.
 | Hispanic/Latino | 1828 |
 | Bachelor's or higher | 11016 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 18](/us/states/wy/districts/senate/18.md) — 75% (state senate)
+- [WY Senate District 20](/us/states/wy/districts/senate/20.md) — 21% (state senate)
+- [WY Senate District 19](/us/states/wy/districts/senate/19.md) — 4% (state senate)
+- [WY House District 24](/us/states/wy/districts/house/24.md) — 52% (state house)
+- [WY House District 50](/us/states/wy/districts/house/50.md) — 23% (state house)
+- [WY House District 28](/us/states/wy/districts/house/28.md) — 21% (state house)
+- [WY House District 26](/us/states/wy/districts/house/26.md) — 3% (state house)
+- [WY House District 25](/us/states/wy/districts/house/25.md) — 1% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/platte/index.md b/data/jurisdictions/us/states/wy/counties/platte/index.md
index 2310caaa34..90f1a22320 100644
--- a/data/jurisdictions/us/states/wy/counties/platte/index.md
+++ b/data/jurisdictions/us/states/wy/counties/platte/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 35
   hispanic: 761
   bachelors_plus: 1850
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/6"
+    rel: in-district
+    area_weight: 0.9998
+  - to: "us/states/wy/districts/house/4"
+    rel: in-district
+    area_weight: 0.9998
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 761 |
 | Bachelor's or higher | 1850 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 6](/us/states/wy/districts/senate/6.md) — 100% (state senate)
+- [WY House District 4](/us/states/wy/districts/house/4.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/sheridan/index.md b/data/jurisdictions/us/states/wy/counties/sheridan/index.md
index 7c7cd2546d..56ab9e1095 100644
--- a/data/jurisdictions/us/states/wy/counties/sheridan/index.md
+++ b/data/jurisdictions/us/states/wy/counties/sheridan/index.md
@@ -22,9 +22,30 @@ demographics:
   race_native: 282
   hispanic: 1596
   bachelors_plus: 9734
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wy/districts/senate/22"
+    rel: in-district
+    area_weight: 0.5271
+  - to: "us/states/wy/districts/senate/21"
+    rel: in-district
+    area_weight: 0.4727
+  - to: "us/states/wy/districts/house/51"
+    rel: in-district
+    area_weight: 0.4378
+  - to: "us/states/wy/districts/house/40"
+    rel: in-district
+    area_weight: 0.3215
+  - to: "us/states/wy/districts/house/30"
+    rel: in-district
+    area_weight: 0.238
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +77,16 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1596 |
 | Bachelor's or higher | 9734 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 22](/us/states/wy/districts/senate/22.md) — 53% (state senate)
+- [WY Senate District 21](/us/states/wy/districts/senate/21.md) — 47% (state senate)
+- [WY House District 51](/us/states/wy/districts/house/51.md) — 44% (state house)
+- [WY House District 40](/us/states/wy/districts/house/40.md) — 32% (state house)
+- [WY House District 30](/us/states/wy/districts/house/30.md) — 24% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/sublette/index.md b/data/jurisdictions/us/states/wy/counties/sublette/index.md
index 198b14607f..222dcd49ca 100644
--- a/data/jurisdictions/us/states/wy/counties/sublette/index.md
+++ b/data/jurisdictions/us/states/wy/counties/sublette/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 22
   hispanic: 648
   bachelors_plus: 2946
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/14"
+    rel: in-district
+    area_weight: 0.9997
+  - to: "us/states/wy/districts/house/20"
+    rel: in-district
+    area_weight: 0.9997
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction.
 | Hispanic/Latino | 648 |
 | Bachelor's or higher | 2946 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 14](/us/states/wy/districts/senate/14.md) — 100% (state senate)
+- [WY House District 20](/us/states/wy/districts/house/20.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/sweetwater/index.md b/data/jurisdictions/us/states/wy/counties/sweetwater/index.md
index 3f043c20ba..fb134764ad 100644
--- a/data/jurisdictions/us/states/wy/counties/sweetwater/index.md
+++ b/data/jurisdictions/us/states/wy/counties/sweetwater/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 226
   hispanic: 6991
   bachelors_plus: 7463
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/11"
+    rel: in-district
+    area_weight: 0.802
+  - to: "us/states/wy/districts/senate/14"
+    rel: in-district
+    area_weight: 0.1939
+  - to: "us/states/wy/districts/house/47"
+    rel: in-district
+    area_weight: 0.7987
+  - to: "us/states/wy/districts/house/18"
+    rel: in-district
+    area_weight: 0.1939
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 6991 |
 | Bachelor's or higher | 7463 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 11](/us/states/wy/districts/senate/11.md) — 80% (state senate)
+- [WY Senate District 14](/us/states/wy/districts/senate/14.md) — 19% (state senate)
+- [WY House District 47](/us/states/wy/districts/house/47.md) — 80% (state house)
+- [WY House District 18](/us/states/wy/districts/house/18.md) — 19% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/teton/index.md b/data/jurisdictions/us/states/wy/counties/teton/index.md
index 097ce014f1..8866fb11ab 100644
--- a/data/jurisdictions/us/states/wy/counties/teton/index.md
+++ b/data/jurisdictions/us/states/wy/counties/teton/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 61
   hispanic: 3575
   bachelors_plus: 14972
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/17"
+    rel: in-district
+    area_weight: 0.9327
+  - to: "us/states/wy/districts/senate/16"
+    rel: in-district
+    area_weight: 0.0671
+  - to: "us/states/wy/districts/house/23"
+    rel: in-district
+    area_weight: 0.9322
+  - to: "us/states/wy/districts/house/22"
+    rel: in-district
+    area_weight: 0.0671
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 3575 |
 | Bachelor's or higher | 14972 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 17](/us/states/wy/districts/senate/17.md) — 93% (state senate)
+- [WY Senate District 16](/us/states/wy/districts/senate/16.md) — 7% (state senate)
+- [WY House District 23](/us/states/wy/districts/house/23.md) — 93% (state house)
+- [WY House District 22](/us/states/wy/districts/house/22.md) — 7% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/uinta/index.md b/data/jurisdictions/us/states/wy/counties/uinta/index.md
index a75d15c335..268400b0e4 100644
--- a/data/jurisdictions/us/states/wy/counties/uinta/index.md
+++ b/data/jurisdictions/us/states/wy/counties/uinta/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 40
   hispanic: 2087
   bachelors_plus: 3975
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 0.9996
+  - to: "us/states/wy/districts/senate/15"
+    rel: in-district
+    area_weight: 0.7545
+  - to: "us/states/wy/districts/senate/14"
+    rel: in-district
+    area_weight: 0.2451
+  - to: "us/states/wy/districts/house/19"
+    rel: in-district
+    area_weight: 0.751
+  - to: "us/states/wy/districts/house/18"
+    rel: in-district
+    area_weight: 0.2451
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 2087 |
 | Bachelor's or higher | 3975 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 15](/us/states/wy/districts/senate/15.md) — 75% (state senate)
+- [WY Senate District 14](/us/states/wy/districts/senate/14.md) — 25% (state senate)
+- [WY House District 19](/us/states/wy/districts/house/19.md) — 75% (state house)
+- [WY House District 18](/us/states/wy/districts/house/18.md) — 25% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/washakie/index.md b/data/jurisdictions/us/states/wy/counties/washakie/index.md
index 3e207e299e..eddc0f51f3 100644
--- a/data/jurisdictions/us/states/wy/counties/washakie/index.md
+++ b/data/jurisdictions/us/states/wy/counties/washakie/index.md
@@ -22,9 +22,21 @@ demographics:
   race_native: 33
   hispanic: 1089
   bachelors_plus: 1742
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/20"
+    rel: in-district
+    area_weight: 0.9999
+  - to: "us/states/wy/districts/house/27"
+    rel: in-district
+    area_weight: 0.9999
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +68,13 @@ County jurisdiction — 1 officeholders mapped.
 | Hispanic/Latino | 1089 |
 | Bachelor's or higher | 1742 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 20](/us/states/wy/districts/senate/20.md) — 100% (state senate)
+- [WY House District 27](/us/states/wy/districts/house/27.md) — 100% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/counties/weston/index.md b/data/jurisdictions/us/states/wy/counties/weston/index.md
index 2a849df310..4caae76b29 100644
--- a/data/jurisdictions/us/states/wy/counties/weston/index.md
+++ b/data/jurisdictions/us/states/wy/counties/weston/index.md
@@ -22,9 +22,27 @@ demographics:
   race_native: 173
   hispanic: 365
   bachelors_plus: 1294
+districts:
+  - to: "us/states/wy/districts/00"
+    rel: in-district
+    area_weight: 1.0
+  - to: "us/states/wy/districts/senate/1"
+    rel: in-district
+    area_weight: 0.5484
+  - to: "us/states/wy/districts/senate/3"
+    rel: in-district
+    area_weight: 0.4514
+  - to: "us/states/wy/districts/house/1"
+    rel: in-district
+    area_weight: 0.5483
+  - to: "us/states/wy/districts/house/2"
+    rel: in-district
+    area_weight: 0.4514
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
+  - field: districts
+    source: "PostGIS area-intersection over Census TIGER 2024 boundaries"
 confidence: official
 tags: [jurisdiction, county, wy]
 timestamp: "2026-07-03"
@@ -56,6 +74,15 @@ County jurisdiction.
 | Hispanic/Latino | 365 |
 | Bachelor's or higher | 1294 |
 
+## Districts
+
+- [WY-00](/us/states/wy/districts/00.md) — 100% (congressional)
+- [WY Senate District 1](/us/states/wy/districts/senate/1.md) — 55% (state senate)
+- [WY Senate District 3](/us/states/wy/districts/senate/3.md) — 45% (state senate)
+- [WY House District 1](/us/states/wy/districts/house/1.md) — 55% (state house)
+- [WY House District 2](/us/states/wy/districts/house/2.md) — 45% (state house)
+
 ## Source
 
 - demographics: Census ACS 2023
+- districts: PostGIS area-intersection over Census TIGER 2024 boundaries
diff --git a/data/jurisdictions/us/states/wy/districts/00.md b/data/jurisdictions/us/states/wy/districts/00.md
index 5422434c11..fd34293fb2 100644
--- a/data/jurisdictions/us/states/wy/districts/00.md
+++ b/data/jurisdictions/us/states/wy/districts/00.md
@@ -23,7 +23,7 @@ demographics:
   bachelors_plus: 132150
 sources:
   - field: demographics
-    source: Census ACS 2023
+    source: "Census ACS 2023"
 confidence: official
 tags: [jurisdiction, congressional-district, wy]
 timestamp: "2026-07-03"
diff --git a/data/jurisdictions/us/states/wy/districts/house/1.md b/data/jurisdictions/us/states/wy/districts/house/1.md
new file mode 100644
index 0000000000..a74165b161
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 1"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 1
+
+State House district 1 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/10.md b/data/jurisdictions/us/states/wy/districts/house/10.md
new file mode 100644
index 0000000000..15115a95ea
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 10"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 10
+
+State House district 10 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/11.md b/data/jurisdictions/us/states/wy/districts/house/11.md
new file mode 100644
index 0000000000..77f15e8350
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 11"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 11
+
+State House district 11 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/12.md b/data/jurisdictions/us/states/wy/districts/house/12.md
new file mode 100644
index 0000000000..37de11803d
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 12"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 12
+
+State House district 12 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/13.md b/data/jurisdictions/us/states/wy/districts/house/13.md
new file mode 100644
index 0000000000..1bc8e908a9
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 13"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 13
+
+State House district 13 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/14.md b/data/jurisdictions/us/states/wy/districts/house/14.md
new file mode 100644
index 0000000000..23342572b4
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 14"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 14
+
+State House district 14 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/15.md b/data/jurisdictions/us/states/wy/districts/house/15.md
new file mode 100644
index 0000000000..cdebd0b115
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 15"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 15
+
+State House district 15 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/16.md b/data/jurisdictions/us/states/wy/districts/house/16.md
new file mode 100644
index 0000000000..05a12d7ad4
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 16"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 16
+
+State House district 16 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/17.md b/data/jurisdictions/us/states/wy/districts/house/17.md
new file mode 100644
index 0000000000..da7758e946
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 17"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 17
+
+State House district 17 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/18.md b/data/jurisdictions/us/states/wy/districts/house/18.md
new file mode 100644
index 0000000000..efdb42ac00
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 18"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 18
+
+State House district 18 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/19.md b/data/jurisdictions/us/states/wy/districts/house/19.md
new file mode 100644
index 0000000000..50e43914f4
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 19"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 19
+
+State House district 19 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/2.md b/data/jurisdictions/us/states/wy/districts/house/2.md
new file mode 100644
index 0000000000..07cb1d9e91
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 2"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 2
+
+State House district 2 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/20.md b/data/jurisdictions/us/states/wy/districts/house/20.md
new file mode 100644
index 0000000000..c990bf284e
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 20"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 20
+
+State House district 20 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/21.md b/data/jurisdictions/us/states/wy/districts/house/21.md
new file mode 100644
index 0000000000..b9f0f46182
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 21"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 21
+
+State House district 21 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/22.md b/data/jurisdictions/us/states/wy/districts/house/22.md
new file mode 100644
index 0000000000..9cdd178c71
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 22"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 22
+
+State House district 22 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/23.md b/data/jurisdictions/us/states/wy/districts/house/23.md
new file mode 100644
index 0000000000..01d6194c0c
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 23"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 23
+
+State House district 23 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/24.md b/data/jurisdictions/us/states/wy/districts/house/24.md
new file mode 100644
index 0000000000..d5008b1540
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 24"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 24
+
+State House district 24 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/25.md b/data/jurisdictions/us/states/wy/districts/house/25.md
new file mode 100644
index 0000000000..55c62b3804
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 25"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 25
+
+State House district 25 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/26.md b/data/jurisdictions/us/states/wy/districts/house/26.md
new file mode 100644
index 0000000000..147b8c1d8d
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 26"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 26
+
+State House district 26 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/27.md b/data/jurisdictions/us/states/wy/districts/house/27.md
new file mode 100644
index 0000000000..a31cc95acc
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 27"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 27
+
+State House district 27 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/28.md b/data/jurisdictions/us/states/wy/districts/house/28.md
new file mode 100644
index 0000000000..021c85fcb3
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 28"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 28
+
+State House district 28 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/29.md b/data/jurisdictions/us/states/wy/districts/house/29.md
new file mode 100644
index 0000000000..cdf23b4fff
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 29"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 29
+
+State House district 29 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/3.md b/data/jurisdictions/us/states/wy/districts/house/3.md
new file mode 100644
index 0000000000..1fdd7d12e3
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 3"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 3
+
+State House district 3 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/30.md b/data/jurisdictions/us/states/wy/districts/house/30.md
new file mode 100644
index 0000000000..3904be69ec
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 30"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 30
+
+State House district 30 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/31.md b/data/jurisdictions/us/states/wy/districts/house/31.md
new file mode 100644
index 0000000000..3870634d91
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 31"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 31
+
+State House district 31 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/32.md b/data/jurisdictions/us/states/wy/districts/house/32.md
new file mode 100644
index 0000000000..0e7f294b1d
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/32.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 32"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "32"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 32
+
+State House district 32 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/33.md b/data/jurisdictions/us/states/wy/districts/house/33.md
new file mode 100644
index 0000000000..0ae137e5dd
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/33.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 33"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "33"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 33
+
+State House district 33 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/34.md b/data/jurisdictions/us/states/wy/districts/house/34.md
new file mode 100644
index 0000000000..caecd09746
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/34.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 34"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "34"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 34
+
+State House district 34 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/35.md b/data/jurisdictions/us/states/wy/districts/house/35.md
new file mode 100644
index 0000000000..fd0a5bc522
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/35.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 35"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "35"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 35
+
+State House district 35 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/36.md b/data/jurisdictions/us/states/wy/districts/house/36.md
new file mode 100644
index 0000000000..22e463ed0b
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/36.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 36"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "36"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 36
+
+State House district 36 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/37.md b/data/jurisdictions/us/states/wy/districts/house/37.md
new file mode 100644
index 0000000000..42e9e0d68a
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/37.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 37"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "37"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 37
+
+State House district 37 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/38.md b/data/jurisdictions/us/states/wy/districts/house/38.md
new file mode 100644
index 0000000000..29f28444f2
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/38.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 38"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "38"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 38
+
+State House district 38 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/39.md b/data/jurisdictions/us/states/wy/districts/house/39.md
new file mode 100644
index 0000000000..f31fbe1ec3
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/39.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 39"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "39"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 39
+
+State House district 39 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/4.md b/data/jurisdictions/us/states/wy/districts/house/4.md
new file mode 100644
index 0000000000..527c885ddb
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 4"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 4
+
+State House district 4 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/40.md b/data/jurisdictions/us/states/wy/districts/house/40.md
new file mode 100644
index 0000000000..9164adf56f
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/40.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 40"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "40"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 40
+
+State House district 40 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/41.md b/data/jurisdictions/us/states/wy/districts/house/41.md
new file mode 100644
index 0000000000..695ded8a1a
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/41.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 41"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "41"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 41
+
+State House district 41 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/42.md b/data/jurisdictions/us/states/wy/districts/house/42.md
new file mode 100644
index 0000000000..4cbc9c3654
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/42.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 42"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "42"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 42
+
+State House district 42 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/43.md b/data/jurisdictions/us/states/wy/districts/house/43.md
new file mode 100644
index 0000000000..e232ae19cb
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/43.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 43"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "43"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 43
+
+State House district 43 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/44.md b/data/jurisdictions/us/states/wy/districts/house/44.md
new file mode 100644
index 0000000000..7b874c068d
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/44.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 44"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "44"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 44
+
+State House district 44 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/45.md b/data/jurisdictions/us/states/wy/districts/house/45.md
new file mode 100644
index 0000000000..54799ed20a
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/45.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 45"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "45"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 45
+
+State House district 45 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/46.md b/data/jurisdictions/us/states/wy/districts/house/46.md
new file mode 100644
index 0000000000..ff8b1e47eb
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/46.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 46"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "46"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 46
+
+State House district 46 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/47.md b/data/jurisdictions/us/states/wy/districts/house/47.md
new file mode 100644
index 0000000000..077e2874ad
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/47.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 47"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "47"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 47
+
+State House district 47 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/48.md b/data/jurisdictions/us/states/wy/districts/house/48.md
new file mode 100644
index 0000000000..ccf8d24f39
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/48.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 48"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "48"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 48
+
+State House district 48 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/49.md b/data/jurisdictions/us/states/wy/districts/house/49.md
new file mode 100644
index 0000000000..7b56ee006b
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/49.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 49"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "49"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 49
+
+State House district 49 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/5.md b/data/jurisdictions/us/states/wy/districts/house/5.md
new file mode 100644
index 0000000000..99117c6321
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 5"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 5
+
+State House district 5 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/50.md b/data/jurisdictions/us/states/wy/districts/house/50.md
new file mode 100644
index 0000000000..0ba56f102a
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/50.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 50"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "50"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 50
+
+State House district 50 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/51.md b/data/jurisdictions/us/states/wy/districts/house/51.md
new file mode 100644
index 0000000000..cbefa0e44c
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/51.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 51"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "51"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 51
+
+State House district 51 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/52.md b/data/jurisdictions/us/states/wy/districts/house/52.md
new file mode 100644
index 0000000000..8591e509c4
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/52.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 52"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "52"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 52
+
+State House district 52 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/53.md b/data/jurisdictions/us/states/wy/districts/house/53.md
new file mode 100644
index 0000000000..63cd9e1362
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/53.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 53"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "53"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 53
+
+State House district 53 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/54.md b/data/jurisdictions/us/states/wy/districts/house/54.md
new file mode 100644
index 0000000000..f59bfbbed2
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/54.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 54"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "54"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 54
+
+State House district 54 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/55.md b/data/jurisdictions/us/states/wy/districts/house/55.md
new file mode 100644
index 0000000000..2348fffe11
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/55.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 55"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "55"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 55
+
+State House district 55 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/56.md b/data/jurisdictions/us/states/wy/districts/house/56.md
new file mode 100644
index 0000000000..480834991f
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/56.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 56"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "56"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 56
+
+State House district 56 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/57.md b/data/jurisdictions/us/states/wy/districts/house/57.md
new file mode 100644
index 0000000000..4d58a39e67
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/57.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 57"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "57"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 57
+
+State House district 57 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/58.md b/data/jurisdictions/us/states/wy/districts/house/58.md
new file mode 100644
index 0000000000..516839a615
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/58.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 58"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "58"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 58
+
+State House district 58 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/59.md b/data/jurisdictions/us/states/wy/districts/house/59.md
new file mode 100644
index 0000000000..28bc8fbf43
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/59.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 59"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "59"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 59
+
+State House district 59 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/6.md b/data/jurisdictions/us/states/wy/districts/house/6.md
new file mode 100644
index 0000000000..d0d04c3934
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 6"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 6
+
+State House district 6 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/60.md b/data/jurisdictions/us/states/wy/districts/house/60.md
new file mode 100644
index 0000000000..c8d14c910f
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/60.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 60"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "60"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 60
+
+State House district 60 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/61.md b/data/jurisdictions/us/states/wy/districts/house/61.md
new file mode 100644
index 0000000000..02ad5d5cd2
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/61.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 61"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "61"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 61
+
+State House district 61 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/62.md b/data/jurisdictions/us/states/wy/districts/house/62.md
new file mode 100644
index 0000000000..b03b65c89a
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/62.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 62"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "62"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 62
+
+State House district 62 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/7.md b/data/jurisdictions/us/states/wy/districts/house/7.md
new file mode 100644
index 0000000000..97b1366705
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 7"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 7
+
+State House district 7 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/8.md b/data/jurisdictions/us/states/wy/districts/house/8.md
new file mode 100644
index 0000000000..10d96fb2d1
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 8"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 8
+
+State House district 8 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/house/9.md b/data/jurisdictions/us/states/wy/districts/house/9.md
new file mode 100644
index 0000000000..8ba9cbc560
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/house/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY House District 9"
+classification: state-house-district
+state: "WY"
+chamber: "house"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-house-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY House District 9
+
+State House district 9 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/1.md b/data/jurisdictions/us/states/wy/districts/senate/1.md
new file mode 100644
index 0000000000..4c19ae3be6
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/1.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 1"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "1"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 1
+
+State Senate district 1 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/10.md b/data/jurisdictions/us/states/wy/districts/senate/10.md
new file mode 100644
index 0000000000..69e6249612
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/10.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 10"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "10"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 10
+
+State Senate district 10 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/11.md b/data/jurisdictions/us/states/wy/districts/senate/11.md
new file mode 100644
index 0000000000..738a64efdb
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/11.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 11"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "11"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 11
+
+State Senate district 11 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/12.md b/data/jurisdictions/us/states/wy/districts/senate/12.md
new file mode 100644
index 0000000000..ec4ea887c9
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/12.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 12"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "12"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 12
+
+State Senate district 12 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/13.md b/data/jurisdictions/us/states/wy/districts/senate/13.md
new file mode 100644
index 0000000000..ed975fc881
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/13.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 13"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "13"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 13
+
+State Senate district 13 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/14.md b/data/jurisdictions/us/states/wy/districts/senate/14.md
new file mode 100644
index 0000000000..0e3ba6abbe
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/14.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 14"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "14"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 14
+
+State Senate district 14 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/15.md b/data/jurisdictions/us/states/wy/districts/senate/15.md
new file mode 100644
index 0000000000..2b02a8bf08
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/15.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 15"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "15"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 15
+
+State Senate district 15 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/16.md b/data/jurisdictions/us/states/wy/districts/senate/16.md
new file mode 100644
index 0000000000..c19c2dfd77
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/16.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 16"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "16"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 16
+
+State Senate district 16 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/17.md b/data/jurisdictions/us/states/wy/districts/senate/17.md
new file mode 100644
index 0000000000..0ba2c61872
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/17.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 17"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "17"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 17
+
+State Senate district 17 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/18.md b/data/jurisdictions/us/states/wy/districts/senate/18.md
new file mode 100644
index 0000000000..99ee07fea7
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/18.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 18"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "18"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 18
+
+State Senate district 18 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/19.md b/data/jurisdictions/us/states/wy/districts/senate/19.md
new file mode 100644
index 0000000000..9c0f4b310e
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/19.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 19"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "19"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 19
+
+State Senate district 19 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/2.md b/data/jurisdictions/us/states/wy/districts/senate/2.md
new file mode 100644
index 0000000000..33ac5fcaab
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/2.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 2"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "2"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 2
+
+State Senate district 2 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/20.md b/data/jurisdictions/us/states/wy/districts/senate/20.md
new file mode 100644
index 0000000000..034024a436
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/20.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 20"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "20"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 20
+
+State Senate district 20 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/21.md b/data/jurisdictions/us/states/wy/districts/senate/21.md
new file mode 100644
index 0000000000..7def402f2a
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/21.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 21"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "21"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 21
+
+State Senate district 21 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/22.md b/data/jurisdictions/us/states/wy/districts/senate/22.md
new file mode 100644
index 0000000000..59dc5f106c
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/22.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 22"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "22"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 22
+
+State Senate district 22 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/23.md b/data/jurisdictions/us/states/wy/districts/senate/23.md
new file mode 100644
index 0000000000..2c657851cf
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/23.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 23"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "23"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 23
+
+State Senate district 23 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/24.md b/data/jurisdictions/us/states/wy/districts/senate/24.md
new file mode 100644
index 0000000000..b358e907dd
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/24.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 24"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "24"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 24
+
+State Senate district 24 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/25.md b/data/jurisdictions/us/states/wy/districts/senate/25.md
new file mode 100644
index 0000000000..451aa7a82f
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/25.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 25"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "25"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 25
+
+State Senate district 25 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/26.md b/data/jurisdictions/us/states/wy/districts/senate/26.md
new file mode 100644
index 0000000000..1681225c7f
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/26.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 26"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "26"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 26
+
+State Senate district 26 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/27.md b/data/jurisdictions/us/states/wy/districts/senate/27.md
new file mode 100644
index 0000000000..f06b928811
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/27.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 27"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "27"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 27
+
+State Senate district 27 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/28.md b/data/jurisdictions/us/states/wy/districts/senate/28.md
new file mode 100644
index 0000000000..dfffda688e
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/28.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 28"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "28"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 28
+
+State Senate district 28 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/29.md b/data/jurisdictions/us/states/wy/districts/senate/29.md
new file mode 100644
index 0000000000..b7ce76a40c
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/29.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 29"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "29"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 29
+
+State Senate district 29 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/3.md b/data/jurisdictions/us/states/wy/districts/senate/3.md
new file mode 100644
index 0000000000..d2a45aec22
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/3.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 3"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "3"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 3
+
+State Senate district 3 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/30.md b/data/jurisdictions/us/states/wy/districts/senate/30.md
new file mode 100644
index 0000000000..af562016fb
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/30.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 30"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "30"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 30
+
+State Senate district 30 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/31.md b/data/jurisdictions/us/states/wy/districts/senate/31.md
new file mode 100644
index 0000000000..8c2458a5e2
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/31.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 31"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "31"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 31
+
+State Senate district 31 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/4.md b/data/jurisdictions/us/states/wy/districts/senate/4.md
new file mode 100644
index 0000000000..232fbb43d2
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/4.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 4"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "4"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 4
+
+State Senate district 4 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/5.md b/data/jurisdictions/us/states/wy/districts/senate/5.md
new file mode 100644
index 0000000000..9bfbc0b544
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/5.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 5"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "5"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 5
+
+State Senate district 5 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/6.md b/data/jurisdictions/us/states/wy/districts/senate/6.md
new file mode 100644
index 0000000000..8340594e89
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/6.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 6"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "6"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 6
+
+State Senate district 6 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/7.md b/data/jurisdictions/us/states/wy/districts/senate/7.md
new file mode 100644
index 0000000000..aea5c2772b
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/7.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 7"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "7"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 7
+
+State Senate district 7 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/8.md b/data/jurisdictions/us/states/wy/districts/senate/8.md
new file mode 100644
index 0000000000..bc4366275b
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/8.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 8"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "8"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 8
+
+State Senate district 8 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/districts/senate/9.md b/data/jurisdictions/us/states/wy/districts/senate/9.md
new file mode 100644
index 0000000000..1d4737081a
--- /dev/null
+++ b/data/jurisdictions/us/states/wy/districts/senate/9.md
@@ -0,0 +1,22 @@
+---
+type: Jurisdiction
+title: "WY Senate District 9"
+classification: state-senate-district
+state: "WY"
+chamber: "senate"
+district: "9"
+sources:
+  - field: boundary
+    source: "Census TIGER 2024"
+confidence: official
+tags: [jurisdiction, state-senate-district, wy]
+timestamp: "2026-07-03"
+---
+
+# WY Senate District 9
+
+State Senate district 9 (WY).
+
+## Source
+
+- boundary: Census TIGER 2024
diff --git a/data/jurisdictions/us/states/wy/people/abby-angelos.md b/data/jurisdictions/us/states/wy/people/abby-angelos.md
index 797277f6ae..4a306fdcaa 100644
--- a/data/jurisdictions/us/states/wy/people/abby-angelos.md
+++ b/data/jurisdictions/us/states/wy/people/abby-angelos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 3"
+represents: "us/states/wy/districts/house/3"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 3 (WY State House of Representatives District 3).
 
+Represents [WY State House of Representatives District 3](/us/states/wy/districts/house/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/andrew-byron.md b/data/jurisdictions/us/states/wy/people/andrew-byron.md
index 7bda66bafa..570c61591b 100644
--- a/data/jurisdictions/us/states/wy/people/andrew-byron.md
+++ b/data/jurisdictions/us/states/wy/people/andrew-byron.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 22"
+represents: "us/states/wy/districts/house/22"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 22 (WY State House of Representatives District 22).
 
+Represents [WY State House of Representatives District 22](/us/states/wy/districts/house/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/ann-lucas.md b/data/jurisdictions/us/states/wy/people/ann-lucas.md
index 730d12aa57..d3a0cce4a4 100644
--- a/data/jurisdictions/us/states/wy/people/ann-lucas.md
+++ b/data/jurisdictions/us/states/wy/people/ann-lucas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 43"
+represents: "us/states/wy/districts/house/43"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 43 (WY State House of Representatives District 43).
 
+Represents [WY State House of Representatives District 43](/us/states/wy/districts/house/43.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/art-washut.md b/data/jurisdictions/us/states/wy/people/art-washut.md
index 5183898164..53e4b474e3 100644
--- a/data/jurisdictions/us/states/wy/people/art-washut.md
+++ b/data/jurisdictions/us/states/wy/people/art-washut.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 36"
+represents: "us/states/wy/districts/house/36"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 36 (WY State House of Representatives District 36).
 
+Represents [WY State House of Representatives District 36](/us/states/wy/districts/house/36.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/barry-crago.md b/data/jurisdictions/us/states/wy/people/barry-crago.md
index ffeb965f9b..362601830e 100644
--- a/data/jurisdictions/us/states/wy/people/barry-crago.md
+++ b/data/jurisdictions/us/states/wy/people/barry-crago.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 22"
+represents: "us/states/wy/districts/senate/22"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 22 (WY State Senate District 22).
 
+Represents [WY State Senate District 22](/us/states/wy/districts/senate/22.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/bill-allemand.md b/data/jurisdictions/us/states/wy/people/bill-allemand.md
index 561a2a6eeb..efcd5d0138 100644
--- a/data/jurisdictions/us/states/wy/people/bill-allemand.md
+++ b/data/jurisdictions/us/states/wy/people/bill-allemand.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 58"
+represents: "us/states/wy/districts/house/58"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 58 (WY State House of Representatives District 58).
 
+Represents [WY State House of Representatives District 58](/us/states/wy/districts/house/58.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/bill-landen.md b/data/jurisdictions/us/states/wy/people/bill-landen.md
index 621b501745..8d83caf560 100644
--- a/data/jurisdictions/us/states/wy/people/bill-landen.md
+++ b/data/jurisdictions/us/states/wy/people/bill-landen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 27"
+represents: "us/states/wy/districts/senate/27"
 tenure:
   start: "2007-01-03"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 27 (WY State Senate District 27).
 
+Represents [WY State Senate District 27](/us/states/wy/districts/senate/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/bo-biteman.md b/data/jurisdictions/us/states/wy/people/bo-biteman.md
index 8d64d60c62..c9f719c7dc 100644
--- a/data/jurisdictions/us/states/wy/people/bo-biteman.md
+++ b/data/jurisdictions/us/states/wy/people/bo-biteman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 21"
+represents: "us/states/wy/districts/senate/21"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 21 (WY State Senate District 21).
 
+Represents [WY State Senate District 21](/us/states/wy/districts/senate/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/bob-davis.md b/data/jurisdictions/us/states/wy/people/bob-davis.md
index c879c24808..b8b99701fb 100644
--- a/data/jurisdictions/us/states/wy/people/bob-davis.md
+++ b/data/jurisdictions/us/states/wy/people/bob-davis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 47"
+represents: "us/states/wy/districts/house/47"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 47 (WY State House of Representatives District 47).
 
+Represents [WY State House of Representatives District 47](/us/states/wy/districts/house/47.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/bob-ide.md b/data/jurisdictions/us/states/wy/people/bob-ide.md
index 7530bafb9a..eb0c4961fc 100644
--- a/data/jurisdictions/us/states/wy/people/bob-ide.md
+++ b/data/jurisdictions/us/states/wy/people/bob-ide.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 29"
+represents: "us/states/wy/districts/senate/29"
 tenure:
   start: "2022-12-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 29 (WY State Senate District 29).
 
+Represents [WY State Senate District 29](/us/states/wy/districts/senate/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/bob-nicholas.md b/data/jurisdictions/us/states/wy/people/bob-nicholas.md
index dcafaf67a8..7068c7eade 100644
--- a/data/jurisdictions/us/states/wy/people/bob-nicholas.md
+++ b/data/jurisdictions/us/states/wy/people/bob-nicholas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 7"
+represents: "us/states/wy/districts/house/7"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 7 (WY State House of Representatives District 7).
 
+Represents [WY State House of Representatives District 7](/us/states/wy/districts/house/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/bob-wharff.md b/data/jurisdictions/us/states/wy/people/bob-wharff.md
index 42b3e56aab..fdf8e28525 100644
--- a/data/jurisdictions/us/states/wy/people/bob-wharff.md
+++ b/data/jurisdictions/us/states/wy/people/bob-wharff.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 49"
+represents: "us/states/wy/districts/house/49"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 49 (WY State House of Representatives District 49).
 
+Represents [WY State House of Representatives District 49](/us/states/wy/districts/house/49.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/brian-boner.md b/data/jurisdictions/us/states/wy/people/brian-boner.md
index 1b1d1a2dd2..e0e54cc8ae 100644
--- a/data/jurisdictions/us/states/wy/people/brian-boner.md
+++ b/data/jurisdictions/us/states/wy/people/brian-boner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 2"
+represents: "us/states/wy/districts/senate/2"
 tenure:
   start: "2015-03-19"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 2 (WY State Senate District 2).
 
+Represents [WY State Senate District 2](/us/states/wy/districts/senate/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/cale-case.md b/data/jurisdictions/us/states/wy/people/cale-case.md
index 2d5bbcdb55..5c8b1715d5 100644
--- a/data/jurisdictions/us/states/wy/people/cale-case.md
+++ b/data/jurisdictions/us/states/wy/people/cale-case.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 25"
+represents: "us/states/wy/districts/senate/25"
 tenure:
   start: "1999-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 25 (WY State Senate District 25).
 
+Represents [WY State Senate District 25](/us/states/wy/districts/senate/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/charles-scott.md b/data/jurisdictions/us/states/wy/people/charles-scott.md
index 5ad970af5c..565ca84764 100644
--- a/data/jurisdictions/us/states/wy/people/charles-scott.md
+++ b/data/jurisdictions/us/states/wy/people/charles-scott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 30"
+represents: "us/states/wy/districts/senate/30"
 tenure:
   start: "2025-01-01"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 30 (WY State Senate District 30).
 
+Represents [WY State Senate District 30](/us/states/wy/districts/senate/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/cheri-steinmetz.md b/data/jurisdictions/us/states/wy/people/cheri-steinmetz.md
index fc76f700a3..7f519788c6 100644
--- a/data/jurisdictions/us/states/wy/people/cheri-steinmetz.md
+++ b/data/jurisdictions/us/states/wy/people/cheri-steinmetz.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 3"
+represents: "us/states/wy/districts/senate/3"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 3 (WY State Senate District 3).
 
+Represents [WY State Senate District 3](/us/states/wy/districts/senate/3.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/chip-neiman.md b/data/jurisdictions/us/states/wy/people/chip-neiman.md
index 3f9a7d3087..33e5337773 100644
--- a/data/jurisdictions/us/states/wy/people/chip-neiman.md
+++ b/data/jurisdictions/us/states/wy/people/chip-neiman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 1"
+represents: "us/states/wy/districts/house/1"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 1 (WY State House of Representatives District 1).
 
+Represents [WY State House of Representatives District 1](/us/states/wy/districts/house/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/chris-knapp.md b/data/jurisdictions/us/states/wy/people/chris-knapp.md
index 4c4456f73e..b93a0210cd 100644
--- a/data/jurisdictions/us/states/wy/people/chris-knapp.md
+++ b/data/jurisdictions/us/states/wy/people/chris-knapp.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 53"
+represents: "us/states/wy/districts/house/53"
 tenure:
   start: "2020-12-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 53 (WY State House of Representatives District 53).
 
+Represents [WY State House of Representatives District 53](/us/states/wy/districts/house/53.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/chris-rothfuss.md b/data/jurisdictions/us/states/wy/people/chris-rothfuss.md
index 017c68b571..fcd31cc421 100644
--- a/data/jurisdictions/us/states/wy/people/chris-rothfuss.md
+++ b/data/jurisdictions/us/states/wy/people/chris-rothfuss.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 9"
+represents: "us/states/wy/districts/senate/9"
 tenure:
   start: "2011-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 9 (WY State Senate District 9).
 
+Represents [WY State Senate District 9](/us/states/wy/districts/senate/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/clarence-styvar.md b/data/jurisdictions/us/states/wy/people/clarence-styvar.md
index 171ce38703..d0245539f7 100644
--- a/data/jurisdictions/us/states/wy/people/clarence-styvar.md
+++ b/data/jurisdictions/us/states/wy/people/clarence-styvar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 12"
+represents: "us/states/wy/districts/house/12"
 tenure:
   start: "2018-09-22"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 12 (WY State House of Representatives District 12).
 
+Represents [WY State House of Representatives District 12](/us/states/wy/districts/house/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/cody-wylie.md b/data/jurisdictions/us/states/wy/people/cody-wylie.md
index 13496c3d1a..1a0b8ad587 100644
--- a/data/jurisdictions/us/states/wy/people/cody-wylie.md
+++ b/data/jurisdictions/us/states/wy/people/cody-wylie.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 39"
+represents: "us/states/wy/districts/house/39"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 39 (WY State House of Representatives District 39).
 
+Represents [WY State House of Representatives District 39](/us/states/wy/districts/house/39.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/dalton-banks.md b/data/jurisdictions/us/states/wy/people/dalton-banks.md
index 3e14e372e5..781ab91a76 100644
--- a/data/jurisdictions/us/states/wy/people/dalton-banks.md
+++ b/data/jurisdictions/us/states/wy/people/dalton-banks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 26"
+represents: "us/states/wy/districts/house/26"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 26 (WY State House of Representatives District 26).
 
+Represents [WY State House of Representatives District 26](/us/states/wy/districts/house/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/dan-dockstader.md b/data/jurisdictions/us/states/wy/people/dan-dockstader.md
index 1949689936..876cede0f5 100644
--- a/data/jurisdictions/us/states/wy/people/dan-dockstader.md
+++ b/data/jurisdictions/us/states/wy/people/dan-dockstader.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 16"
+represents: "us/states/wy/districts/senate/16"
 tenure:
   start: "2009-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 16 (WY State Senate District 16).
 
+Represents [WY State Senate District 16](/us/states/wy/districts/senate/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/dan-laursen.md b/data/jurisdictions/us/states/wy/people/dan-laursen.md
index 64d2374392..bdb325a3b2 100644
--- a/data/jurisdictions/us/states/wy/people/dan-laursen.md
+++ b/data/jurisdictions/us/states/wy/people/dan-laursen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 19"
+represents: "us/states/wy/districts/senate/19"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 19 (WY State Senate District 19).
 
+Represents [WY State Senate District 19](/us/states/wy/districts/senate/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/daniel-singh.md b/data/jurisdictions/us/states/wy/people/daniel-singh.md
index 6197bbda08..57ebc3c1e2 100644
--- a/data/jurisdictions/us/states/wy/people/daniel-singh.md
+++ b/data/jurisdictions/us/states/wy/people/daniel-singh.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 61"
+represents: "us/states/wy/districts/house/61"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 61 (WY State House of Representatives District 61).
 
+Represents [WY State House of Representatives District 61](/us/states/wy/districts/house/61.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/darin-mccann.md b/data/jurisdictions/us/states/wy/people/darin-mccann.md
index 447c58f028..b660a81a4b 100644
--- a/data/jurisdictions/us/states/wy/people/darin-mccann.md
+++ b/data/jurisdictions/us/states/wy/people/darin-mccann.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 48"
+represents: "us/states/wy/districts/house/48"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 48 (WY State House of Representatives District 48).
 
+Represents [WY State House of Representatives District 48](/us/states/wy/districts/house/48.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/ed-cooper.md b/data/jurisdictions/us/states/wy/people/ed-cooper.md
index 043c654a48..8257d5a32e 100644
--- a/data/jurisdictions/us/states/wy/people/ed-cooper.md
+++ b/data/jurisdictions/us/states/wy/people/ed-cooper.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 20"
+represents: "us/states/wy/districts/senate/20"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 20 (WY State Senate District 20).
 
+Represents [WY State Senate District 20](/us/states/wy/districts/senate/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/elissa-campbell.md b/data/jurisdictions/us/states/wy/people/elissa-campbell.md
index 78c6f166c6..a44d212a4c 100644
--- a/data/jurisdictions/us/states/wy/people/elissa-campbell.md
+++ b/data/jurisdictions/us/states/wy/people/elissa-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 56"
+represents: "us/states/wy/districts/house/56"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 56 (WY State House of Representatives District 56).
 
+Represents [WY State House of Representatives District 56](/us/states/wy/districts/house/56.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/eric-barlow.md b/data/jurisdictions/us/states/wy/people/eric-barlow.md
index 59367f3faf..eda758d534 100644
--- a/data/jurisdictions/us/states/wy/people/eric-barlow.md
+++ b/data/jurisdictions/us/states/wy/people/eric-barlow.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 23"
+represents: "us/states/wy/districts/senate/23"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 23 (WY State Senate District 23).
 
+Represents [WY State Senate District 23](/us/states/wy/districts/senate/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/evie-brennan.md b/data/jurisdictions/us/states/wy/people/evie-brennan.md
index de919ad2d6..67d814f020 100644
--- a/data/jurisdictions/us/states/wy/people/evie-brennan.md
+++ b/data/jurisdictions/us/states/wy/people/evie-brennan.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 31"
+represents: "us/states/wy/districts/senate/31"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 31 (WY State Senate District 31).
 
+Represents [WY State Senate District 31](/us/states/wy/districts/senate/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/gary-brown.md b/data/jurisdictions/us/states/wy/people/gary-brown.md
index 7da5ce1c22..0e15dfaa52 100644
--- a/data/jurisdictions/us/states/wy/people/gary-brown.md
+++ b/data/jurisdictions/us/states/wy/people/gary-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 41"
+represents: "us/states/wy/districts/house/41"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 41 (WY State House of Representatives District 41).
 
+Represents [WY State House of Representatives District 41](/us/states/wy/districts/house/41.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/gary-crum.md b/data/jurisdictions/us/states/wy/people/gary-crum.md
index 0e03a8b28f..e9a794209a 100644
--- a/data/jurisdictions/us/states/wy/people/gary-crum.md
+++ b/data/jurisdictions/us/states/wy/people/gary-crum.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 10"
+represents: "us/states/wy/districts/senate/10"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 10 (WY State Senate District 10).
 
+Represents [WY State Senate District 10](/us/states/wy/districts/senate/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/ivan-posey.md b/data/jurisdictions/us/states/wy/people/ivan-posey.md
index 32b21bbf42..c16e0ded8c 100644
--- a/data/jurisdictions/us/states/wy/people/ivan-posey.md
+++ b/data/jurisdictions/us/states/wy/people/ivan-posey.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 33"
+represents: "us/states/wy/districts/house/33"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 33 (WY State House of Representatives District 33).
 
+Represents [WY State House of Representatives District 33](/us/states/wy/districts/house/33.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/j-d-williams.md b/data/jurisdictions/us/states/wy/people/j-d-williams.md
index cb94c872fa..b1012bd324 100644
--- a/data/jurisdictions/us/states/wy/people/j-d-williams.md
+++ b/data/jurisdictions/us/states/wy/people/j-d-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 2"
+represents: "us/states/wy/districts/house/2"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 2 (WY State House of Representatives District 2).
 
+Represents [WY State House of Representatives District 2](/us/states/wy/districts/house/2.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/j-r-riggins.md b/data/jurisdictions/us/states/wy/people/j-r-riggins.md
index d5de221843..dce324d50b 100644
--- a/data/jurisdictions/us/states/wy/people/j-r-riggins.md
+++ b/data/jurisdictions/us/states/wy/people/j-r-riggins.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 59"
+represents: "us/states/wy/districts/house/59"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 59 (WY State House of Representatives District 59).
 
+Represents [WY State House of Representatives District 59](/us/states/wy/districts/house/59.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/j-t-larson.md b/data/jurisdictions/us/states/wy/people/j-t-larson.md
index 4ca9a3a47a..218b0074c0 100644
--- a/data/jurisdictions/us/states/wy/people/j-t-larson.md
+++ b/data/jurisdictions/us/states/wy/people/j-t-larson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 17"
+represents: "us/states/wy/districts/house/17"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 17 (WY State House of Representatives District 17).
 
+Represents [WY State House of Representatives District 17](/us/states/wy/districts/house/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/jacob-wasserburger.md b/data/jurisdictions/us/states/wy/people/jacob-wasserburger.md
index 03aaedb952..504a73a7fe 100644
--- a/data/jurisdictions/us/states/wy/people/jacob-wasserburger.md
+++ b/data/jurisdictions/us/states/wy/people/jacob-wasserburger.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 11"
+represents: "us/states/wy/districts/house/11"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 11 (WY State House of Representatives District 11).
 
+Represents [WY State House of Representatives District 11](/us/states/wy/districts/house/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/jared-olsen.md b/data/jurisdictions/us/states/wy/people/jared-olsen.md
index 4a47430065..add236f4ff 100644
--- a/data/jurisdictions/us/states/wy/people/jared-olsen.md
+++ b/data/jurisdictions/us/states/wy/people/jared-olsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 8"
+represents: "us/states/wy/districts/senate/8"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 8 (WY State Senate District 8).
 
+Represents [WY State Senate District 8](/us/states/wy/districts/senate/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/jayme-lien.md b/data/jurisdictions/us/states/wy/people/jayme-lien.md
index 2ba8818e7e..5bdc4d023e 100644
--- a/data/jurisdictions/us/states/wy/people/jayme-lien.md
+++ b/data/jurisdictions/us/states/wy/people/jayme-lien.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 38"
+represents: "us/states/wy/districts/house/38"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 38 (WY State House of Representatives District 38).
 
+Represents [WY State House of Representatives District 38](/us/states/wy/districts/house/38.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/jeremy-haroldson.md b/data/jurisdictions/us/states/wy/people/jeremy-haroldson.md
index 59ecc75f3c..03b09fd76d 100644
--- a/data/jurisdictions/us/states/wy/people/jeremy-haroldson.md
+++ b/data/jurisdictions/us/states/wy/people/jeremy-haroldson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 4"
+represents: "us/states/wy/districts/house/4"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 4 (WY State House of Representatives District 4).
 
+Represents [WY State House of Representatives District 4](/us/states/wy/districts/house/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/jim-anderson.md b/data/jurisdictions/us/states/wy/people/jim-anderson.md
index bcf2eaef7d..2d3a78683a 100644
--- a/data/jurisdictions/us/states/wy/people/jim-anderson.md
+++ b/data/jurisdictions/us/states/wy/people/jim-anderson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 28"
+represents: "us/states/wy/districts/senate/28"
 tenure:
   start: "2013-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 28 (WY State Senate District 28).
 
+Represents [WY State Senate District 28](/us/states/wy/districts/senate/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/joe-webb.md b/data/jurisdictions/us/states/wy/people/joe-webb.md
index 0df1e48fe8..a9848e4456 100644
--- a/data/jurisdictions/us/states/wy/people/joe-webb.md
+++ b/data/jurisdictions/us/states/wy/people/joe-webb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 19"
+represents: "us/states/wy/districts/house/19"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 19 (WY State House of Representatives District 19).
 
+Represents [WY State House of Representatives District 19](/us/states/wy/districts/house/19.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/joel-guggenmos.md b/data/jurisdictions/us/states/wy/people/joel-guggenmos.md
index 6e66936ada..b9c3eac069 100644
--- a/data/jurisdictions/us/states/wy/people/joel-guggenmos.md
+++ b/data/jurisdictions/us/states/wy/people/joel-guggenmos.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 55"
+represents: "us/states/wy/districts/house/55"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 55 (WY State House of Representatives District 55).
 
+Represents [WY State House of Representatives District 55](/us/states/wy/districts/house/55.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/john-bear.md b/data/jurisdictions/us/states/wy/people/john-bear.md
index 797a960c32..e392fc71d5 100644
--- a/data/jurisdictions/us/states/wy/people/john-bear.md
+++ b/data/jurisdictions/us/states/wy/people/john-bear.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 31"
+represents: "us/states/wy/districts/house/31"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 31 (WY State House of Representatives District 31).
 
+Represents [WY State House of Representatives District 31](/us/states/wy/districts/house/31.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/john-kolb.md b/data/jurisdictions/us/states/wy/people/john-kolb.md
index e48c0554eb..2ab0e835ac 100644
--- a/data/jurisdictions/us/states/wy/people/john-kolb.md
+++ b/data/jurisdictions/us/states/wy/people/john-kolb.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 12"
+represents: "us/states/wy/districts/senate/12"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 12 (WY State Senate District 12).
 
+Represents [WY State Senate District 12](/us/states/wy/districts/senate/12.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/john-winter.md b/data/jurisdictions/us/states/wy/people/john-winter.md
index 5d1bcf9423..ae3c253e0a 100644
--- a/data/jurisdictions/us/states/wy/people/john-winter.md
+++ b/data/jurisdictions/us/states/wy/people/john-winter.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 28"
+represents: "us/states/wy/districts/house/28"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 28 (WY State House of Representatives District 28).
 
+Represents [WY State House of Representatives District 28](/us/states/wy/districts/house/28.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/julie-jarvis.md b/data/jurisdictions/us/states/wy/people/julie-jarvis.md
index f5d7d7e676..6d3d44e12b 100644
--- a/data/jurisdictions/us/states/wy/people/julie-jarvis.md
+++ b/data/jurisdictions/us/states/wy/people/julie-jarvis.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 57"
+represents: "us/states/wy/districts/house/57"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 57 (WY State House of Representatives District 57).
 
+Represents [WY State House of Representatives District 57](/us/states/wy/districts/house/57.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/justin-fornstrom.md b/data/jurisdictions/us/states/wy/people/justin-fornstrom.md
index 4249298c5e..9bbd30ea12 100644
--- a/data/jurisdictions/us/states/wy/people/justin-fornstrom.md
+++ b/data/jurisdictions/us/states/wy/people/justin-fornstrom.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 10"
+represents: "us/states/wy/districts/house/10"
 tenure:
   start: "2025-12-16"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 10 (WY State House of Representatives District 10).
 
+Represents [WY State House of Representatives District 10](/us/states/wy/districts/house/10.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/karlee-provenza.md b/data/jurisdictions/us/states/wy/people/karlee-provenza.md
index b62b05e54c..4dab220af3 100644
--- a/data/jurisdictions/us/states/wy/people/karlee-provenza.md
+++ b/data/jurisdictions/us/states/wy/people/karlee-provenza.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 45"
+represents: "us/states/wy/districts/house/45"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 45 (WY State House of Representatives District 45).
 
+Represents [WY State House of Representatives District 45](/us/states/wy/districts/house/45.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/ken-chestek.md b/data/jurisdictions/us/states/wy/people/ken-chestek.md
index 281a8d88fd..44f6e98f31 100644
--- a/data/jurisdictions/us/states/wy/people/ken-chestek.md
+++ b/data/jurisdictions/us/states/wy/people/ken-chestek.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 13"
+represents: "us/states/wy/districts/house/13"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 13 (WY State House of Representatives District 13).
 
+Represents [WY State House of Representatives District 13](/us/states/wy/districts/house/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/ken-clouston.md b/data/jurisdictions/us/states/wy/people/ken-clouston.md
index ab17277eb3..d29eaf5799 100644
--- a/data/jurisdictions/us/states/wy/people/ken-clouston.md
+++ b/data/jurisdictions/us/states/wy/people/ken-clouston.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 32"
+represents: "us/states/wy/districts/house/32"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 32 (WY State House of Representatives District 32).
 
+Represents [WY State House of Representatives District 32](/us/states/wy/districts/house/32.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/ken-pendergraft.md b/data/jurisdictions/us/states/wy/people/ken-pendergraft.md
index eb3239773c..89006a91b1 100644
--- a/data/jurisdictions/us/states/wy/people/ken-pendergraft.md
+++ b/data/jurisdictions/us/states/wy/people/ken-pendergraft.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 29"
+represents: "us/states/wy/districts/house/29"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 29 (WY State House of Representatives District 29).
 
+Represents [WY State House of Representatives District 29](/us/states/wy/districts/house/29.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/kevin-campbell.md b/data/jurisdictions/us/states/wy/people/kevin-campbell.md
index 35a5ce8447..b53ba30519 100644
--- a/data/jurisdictions/us/states/wy/people/kevin-campbell.md
+++ b/data/jurisdictions/us/states/wy/people/kevin-campbell.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 62"
+represents: "us/states/wy/districts/house/62"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 62 (WY State House of Representatives District 62).
 
+Represents [WY State House of Representatives District 62](/us/states/wy/districts/house/62.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/landon-brown.md b/data/jurisdictions/us/states/wy/people/landon-brown.md
index bda2a1df4b..1ce712d027 100644
--- a/data/jurisdictions/us/states/wy/people/landon-brown.md
+++ b/data/jurisdictions/us/states/wy/people/landon-brown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 9"
+represents: "us/states/wy/districts/house/9"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 9 (WY State House of Representatives District 9).
 
+Represents [WY State House of Representatives District 9](/us/states/wy/districts/house/9.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/larry-hicks.md b/data/jurisdictions/us/states/wy/people/larry-hicks.md
index 433d7e496e..441d3bca1c 100644
--- a/data/jurisdictions/us/states/wy/people/larry-hicks.md
+++ b/data/jurisdictions/us/states/wy/people/larry-hicks.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 11"
+represents: "us/states/wy/districts/senate/11"
 tenure:
   start: "2011-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 11 (WY State Senate District 11).
 
+Represents [WY State Senate District 11](/us/states/wy/districts/senate/11.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/laura-pearson.md b/data/jurisdictions/us/states/wy/people/laura-pearson.md
index cb00212874..49292cbd46 100644
--- a/data/jurisdictions/us/states/wy/people/laura-pearson.md
+++ b/data/jurisdictions/us/states/wy/people/laura-pearson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 14"
+represents: "us/states/wy/districts/senate/14"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 14 (WY State Senate District 14).
 
+Represents [WY State Senate District 14](/us/states/wy/districts/senate/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/laurie-bratten.md b/data/jurisdictions/us/states/wy/people/laurie-bratten.md
index 93f13dbae7..81cf9c0006 100644
--- a/data/jurisdictions/us/states/wy/people/laurie-bratten.md
+++ b/data/jurisdictions/us/states/wy/people/laurie-bratten.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 51"
+represents: "us/states/wy/districts/house/51"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 51 (WY State House of Representatives District 51).
 
+Represents [WY State House of Representatives District 51](/us/states/wy/districts/house/51.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/lee-filer.md b/data/jurisdictions/us/states/wy/people/lee-filer.md
index 51ebfe4017..8c25824327 100644
--- a/data/jurisdictions/us/states/wy/people/lee-filer.md
+++ b/data/jurisdictions/us/states/wy/people/lee-filer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 44"
+represents: "us/states/wy/districts/house/44"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 44 (WY State House of Representatives District 44).
 
+Represents [WY State House of Representatives District 44](/us/states/wy/districts/house/44.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/liz-storer.md b/data/jurisdictions/us/states/wy/people/liz-storer.md
index eda01a3e15..bebc8cd7d9 100644
--- a/data/jurisdictions/us/states/wy/people/liz-storer.md
+++ b/data/jurisdictions/us/states/wy/people/liz-storer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 23"
+represents: "us/states/wy/districts/house/23"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 23 (WY State House of Representatives District 23).
 
+Represents [WY State House of Representatives District 23](/us/states/wy/districts/house/23.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/lloyd-larsen.md b/data/jurisdictions/us/states/wy/people/lloyd-larsen.md
index c134220170..8e2f69dfa6 100644
--- a/data/jurisdictions/us/states/wy/people/lloyd-larsen.md
+++ b/data/jurisdictions/us/states/wy/people/lloyd-larsen.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 54"
+represents: "us/states/wy/districts/house/54"
 tenure:
   start: "2013-01-08"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 54 (WY State House of Representatives District 54).
 
+Represents [WY State House of Representatives District 54](/us/states/wy/districts/house/54.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/lynn-hutchings.md b/data/jurisdictions/us/states/wy/people/lynn-hutchings.md
index 2d2e82b1fc..eca55a45a2 100644
--- a/data/jurisdictions/us/states/wy/people/lynn-hutchings.md
+++ b/data/jurisdictions/us/states/wy/people/lynn-hutchings.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 5"
+represents: "us/states/wy/districts/senate/5"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 5 (WY State Senate District 5).
 
+Represents [WY State Senate District 5](/us/states/wy/districts/senate/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/marilyn-connolly.md b/data/jurisdictions/us/states/wy/people/marilyn-connolly.md
index 47e75cd0b2..8bbcfaed85 100644
--- a/data/jurisdictions/us/states/wy/people/marilyn-connolly.md
+++ b/data/jurisdictions/us/states/wy/people/marilyn-connolly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 40"
+represents: "us/states/wy/districts/house/40"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 40 (WY State House of Representatives District 40).
 
+Represents [WY State House of Representatives District 40](/us/states/wy/districts/house/40.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/marlene-brady.md b/data/jurisdictions/us/states/wy/people/marlene-brady.md
index c55aa97718..a8ae061791 100644
--- a/data/jurisdictions/us/states/wy/people/marlene-brady.md
+++ b/data/jurisdictions/us/states/wy/people/marlene-brady.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 60"
+represents: "us/states/wy/districts/house/60"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 60 (WY State House of Representatives District 60).
 
+Represents [WY State House of Representatives District 60](/us/states/wy/districts/house/60.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/martha-lawley.md b/data/jurisdictions/us/states/wy/people/martha-lawley.md
index e533b86352..a2348776e2 100644
--- a/data/jurisdictions/us/states/wy/people/martha-lawley.md
+++ b/data/jurisdictions/us/states/wy/people/martha-lawley.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 27"
+represents: "us/states/wy/districts/house/27"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 27 (WY State House of Representatives District 27).
 
+Represents [WY State House of Representatives District 27](/us/states/wy/districts/house/27.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/mckay-erickson.md b/data/jurisdictions/us/states/wy/people/mckay-erickson.md
index 6ba6ef7dc3..338b4e0c34 100644
--- a/data/jurisdictions/us/states/wy/people/mckay-erickson.md
+++ b/data/jurisdictions/us/states/wy/people/mckay-erickson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 21"
+represents: "us/states/wy/districts/house/21"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 21 (WY State House of Representatives District 21).
 
+Represents [WY State House of Representatives District 21](/us/states/wy/districts/house/21.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/mike-gierau.md b/data/jurisdictions/us/states/wy/people/mike-gierau.md
index 143ef30c3c..9c4b459e4e 100644
--- a/data/jurisdictions/us/states/wy/people/mike-gierau.md
+++ b/data/jurisdictions/us/states/wy/people/mike-gierau.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 17"
+represents: "us/states/wy/districts/senate/17"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 17 (WY State Senate District 17).
 
+Represents [WY State Senate District 17](/us/states/wy/districts/senate/17.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/mike-schmid.md b/data/jurisdictions/us/states/wy/people/mike-schmid.md
index d711bfe8c3..dd9ef0bfbf 100644
--- a/data/jurisdictions/us/states/wy/people/mike-schmid.md
+++ b/data/jurisdictions/us/states/wy/people/mike-schmid.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 20"
+represents: "us/states/wy/districts/house/20"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 20 (WY State House of Representatives District 20).
 
+Represents [WY State House of Representatives District 20](/us/states/wy/districts/house/20.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/mike-yin.md b/data/jurisdictions/us/states/wy/people/mike-yin.md
index 89e32f877a..e161a85264 100644
--- a/data/jurisdictions/us/states/wy/people/mike-yin.md
+++ b/data/jurisdictions/us/states/wy/people/mike-yin.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 16"
+represents: "us/states/wy/districts/house/16"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 16 (WY State House of Representatives District 16).
 
+Represents [WY State House of Representatives District 16](/us/states/wy/districts/house/16.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/nina-webber.md b/data/jurisdictions/us/states/wy/people/nina-webber.md
index ea60288e96..cf54f11e3c 100644
--- a/data/jurisdictions/us/states/wy/people/nina-webber.md
+++ b/data/jurisdictions/us/states/wy/people/nina-webber.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 24"
+represents: "us/states/wy/districts/house/24"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 24 (WY State House of Representatives District 24).
 
+Represents [WY State House of Representatives District 24](/us/states/wy/districts/house/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/ocean-andrew.md b/data/jurisdictions/us/states/wy/people/ocean-andrew.md
index 913b935929..e45f0d4655 100644
--- a/data/jurisdictions/us/states/wy/people/ocean-andrew.md
+++ b/data/jurisdictions/us/states/wy/people/ocean-andrew.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 46"
+represents: "us/states/wy/districts/house/46"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 46 (WY State House of Representatives District 46).
 
+Represents [WY State House of Representatives District 46](/us/states/wy/districts/house/46.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/ogden-driskill.md b/data/jurisdictions/us/states/wy/people/ogden-driskill.md
index 023998f1a7..5423480e2e 100644
--- a/data/jurisdictions/us/states/wy/people/ogden-driskill.md
+++ b/data/jurisdictions/us/states/wy/people/ogden-driskill.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 1"
+represents: "us/states/wy/districts/senate/1"
 tenure:
   start: "2011-01-11"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 1 (WY State Senate District 1).
 
+Represents [WY State Senate District 1](/us/states/wy/districts/senate/1.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/pam-thayer.md b/data/jurisdictions/us/states/wy/people/pam-thayer.md
index a3d83c400f..78c000e440 100644
--- a/data/jurisdictions/us/states/wy/people/pam-thayer.md
+++ b/data/jurisdictions/us/states/wy/people/pam-thayer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 15"
+represents: "us/states/wy/districts/house/15"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 15 (WY State House of Representatives District 15).
 
+Represents [WY State House of Representatives District 15](/us/states/wy/districts/house/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/paul-hoeft.md b/data/jurisdictions/us/states/wy/people/paul-hoeft.md
index 3769c9b348..c3961a6f67 100644
--- a/data/jurisdictions/us/states/wy/people/paul-hoeft.md
+++ b/data/jurisdictions/us/states/wy/people/paul-hoeft.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 25"
+represents: "us/states/wy/districts/house/25"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 25 (WY State House of Representatives District 25).
 
+Represents [WY State House of Representatives District 25](/us/states/wy/districts/house/25.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/pepper-ottman.md b/data/jurisdictions/us/states/wy/people/pepper-ottman.md
index 63a18f8781..9b13e76fe0 100644
--- a/data/jurisdictions/us/states/wy/people/pepper-ottman.md
+++ b/data/jurisdictions/us/states/wy/people/pepper-ottman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 34"
+represents: "us/states/wy/districts/house/34"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 34 (WY State House of Representatives District 34).
 
+Represents [WY State House of Representatives District 34](/us/states/wy/districts/house/34.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/rachel-rodriguez-williams.md b/data/jurisdictions/us/states/wy/people/rachel-rodriguez-williams.md
index 2be4384f3c..2b6693fac1 100644
--- a/data/jurisdictions/us/states/wy/people/rachel-rodriguez-williams.md
+++ b/data/jurisdictions/us/states/wy/people/rachel-rodriguez-williams.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 50"
+represents: "us/states/wy/districts/house/50"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 50 (WY State House of Representatives District 50).
 
+Represents [WY State House of Representatives District 50](/us/states/wy/districts/house/50.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/reuben-tarver.md b/data/jurisdictions/us/states/wy/people/reuben-tarver.md
index e2e4c6e7ad..d8e683743b 100644
--- a/data/jurisdictions/us/states/wy/people/reuben-tarver.md
+++ b/data/jurisdictions/us/states/wy/people/reuben-tarver.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 52"
+represents: "us/states/wy/districts/house/52"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 52 (WY State House of Representatives District 52).
 
+Represents [WY State House of Representatives District 52](/us/states/wy/districts/house/52.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/rob-geringer.md b/data/jurisdictions/us/states/wy/people/rob-geringer.md
index a7c6e27272..047a51982b 100644
--- a/data/jurisdictions/us/states/wy/people/rob-geringer.md
+++ b/data/jurisdictions/us/states/wy/people/rob-geringer.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 42"
+represents: "us/states/wy/districts/house/42"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 42 (WY State House of Representatives District 42).
 
+Represents [WY State House of Representatives District 42](/us/states/wy/districts/house/42.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/scott-heiner.md b/data/jurisdictions/us/states/wy/people/scott-heiner.md
index efdb45453a..820223c8c6 100644
--- a/data/jurisdictions/us/states/wy/people/scott-heiner.md
+++ b/data/jurisdictions/us/states/wy/people/scott-heiner.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 18"
+represents: "us/states/wy/districts/house/18"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 18 (WY State House of Representatives District 18).
 
+Represents [WY State House of Representatives District 18](/us/states/wy/districts/house/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/scott-smith.md b/data/jurisdictions/us/states/wy/people/scott-smith.md
index 74ced34496..f5c1268f8d 100644
--- a/data/jurisdictions/us/states/wy/people/scott-smith.md
+++ b/data/jurisdictions/us/states/wy/people/scott-smith.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 5"
+represents: "us/states/wy/districts/house/5"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 5 (WY State House of Representatives District 5).
 
+Represents [WY State House of Representatives District 5](/us/states/wy/districts/house/5.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/stacy-jones.md b/data/jurisdictions/us/states/wy/people/stacy-jones.md
index 99eb655a77..2e4909ff75 100644
--- a/data/jurisdictions/us/states/wy/people/stacy-jones.md
+++ b/data/jurisdictions/us/states/wy/people/stacy-jones.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 13"
+represents: "us/states/wy/districts/senate/13"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 13 (WY State Senate District 13).
 
+Represents [WY State Senate District 13](/us/states/wy/districts/senate/13.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/stephan-pappas.md b/data/jurisdictions/us/states/wy/people/stephan-pappas.md
index 6a8bd0fb6b..3a5c4a955c 100644
--- a/data/jurisdictions/us/states/wy/people/stephan-pappas.md
+++ b/data/jurisdictions/us/states/wy/people/stephan-pappas.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 7"
+represents: "us/states/wy/districts/senate/7"
 tenure:
   start: "2015-01-05"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 7 (WY State Senate District 7).
 
+Represents [WY State Senate District 7](/us/states/wy/districts/senate/7.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/steve-harshman.md b/data/jurisdictions/us/states/wy/people/steve-harshman.md
index 0cdf3f67a3..a8024bbd9e 100644
--- a/data/jurisdictions/us/states/wy/people/steve-harshman.md
+++ b/data/jurisdictions/us/states/wy/people/steve-harshman.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 37"
+represents: "us/states/wy/districts/house/37"
 tenure:
   start: "2003-01-14"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 37 (WY State House of Representatives District 37).
 
+Represents [WY State House of Representatives District 37](/us/states/wy/districts/house/37.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/steve-johnson.md b/data/jurisdictions/us/states/wy/people/steve-johnson.md
index e7ae8ee4aa..da1d3dfe43 100644
--- a/data/jurisdictions/us/states/wy/people/steve-johnson.md
+++ b/data/jurisdictions/us/states/wy/people/steve-johnson.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 8"
+represents: "us/states/wy/districts/house/8"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 8 (WY State House of Representatives District 8).
 
+Represents [WY State House of Representatives District 8](/us/states/wy/districts/house/8.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/taft-love.md b/data/jurisdictions/us/states/wy/people/taft-love.md
index 8b78bf2282..3c378c774d 100644
--- a/data/jurisdictions/us/states/wy/people/taft-love.md
+++ b/data/jurisdictions/us/states/wy/people/taft-love.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 6"
+represents: "us/states/wy/districts/senate/6"
 tenure:
   start: "2025-09-09"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 6 (WY State Senate District 6).
 
+Represents [WY State Senate District 6](/us/states/wy/districts/senate/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/tara-nethercott.md b/data/jurisdictions/us/states/wy/people/tara-nethercott.md
index 843f091a1f..531f1e279a 100644
--- a/data/jurisdictions/us/states/wy/people/tara-nethercott.md
+++ b/data/jurisdictions/us/states/wy/people/tara-nethercott.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 4"
+represents: "us/states/wy/districts/senate/4"
 tenure:
   start: "2017-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 4 (WY State Senate District 4).
 
+Represents [WY State Senate District 4](/us/states/wy/districts/senate/4.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/tim-french.md b/data/jurisdictions/us/states/wy/people/tim-french.md
index 467acf97e3..aee3ee86b0 100644
--- a/data/jurisdictions/us/states/wy/people/tim-french.md
+++ b/data/jurisdictions/us/states/wy/people/tim-french.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 18"
+represents: "us/states/wy/districts/senate/18"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 18 (WY State Senate District 18).
 
+Represents [WY State Senate District 18](/us/states/wy/districts/senate/18.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/tim-salazar.md b/data/jurisdictions/us/states/wy/people/tim-salazar.md
index 09d68ab793..13e55dde25 100644
--- a/data/jurisdictions/us/states/wy/people/tim-salazar.md
+++ b/data/jurisdictions/us/states/wy/people/tim-salazar.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 26"
+represents: "us/states/wy/districts/senate/26"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 26 (WY State Senate District 26).
 
+Represents [WY State Senate District 26](/us/states/wy/districts/senate/26.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/tom-kelly.md b/data/jurisdictions/us/states/wy/people/tom-kelly.md
index 5ff3841151..f1a87b7e02 100644
--- a/data/jurisdictions/us/states/wy/people/tom-kelly.md
+++ b/data/jurisdictions/us/states/wy/people/tom-kelly.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 30"
+represents: "us/states/wy/districts/house/30"
 tenure:
   start: "2025-01-06"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 30 (WY State House of Representatives District 30).
 
+Represents [WY State House of Representatives District 30](/us/states/wy/districts/house/30.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/tomi-strock.md b/data/jurisdictions/us/states/wy/people/tomi-strock.md
index 4c7742d818..312bc3e649 100644
--- a/data/jurisdictions/us/states/wy/people/tomi-strock.md
+++ b/data/jurisdictions/us/states/wy/people/tomi-strock.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 6"
+represents: "us/states/wy/districts/house/6"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 6 (WY State House of Representatives District 6).
 
+Represents [WY State House of Representatives District 6](/us/states/wy/districts/house/6.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/tony-locke.md b/data/jurisdictions/us/states/wy/people/tony-locke.md
index 573669aa96..373d59fd0b 100644
--- a/data/jurisdictions/us/states/wy/people/tony-locke.md
+++ b/data/jurisdictions/us/states/wy/people/tony-locke.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 35"
+represents: "us/states/wy/districts/house/35"
 tenure:
   start: "2023-01-02"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 35 (WY State House of Representatives District 35).
 
+Represents [WY State House of Representatives District 35](/us/states/wy/districts/house/35.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/trey-sherwood.md b/data/jurisdictions/us/states/wy/people/trey-sherwood.md
index 4df24943b2..f8c672a7ec 100644
--- a/data/jurisdictions/us/states/wy/people/trey-sherwood.md
+++ b/data/jurisdictions/us/states/wy/people/trey-sherwood.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State House of Representatives District 14"
+represents: "us/states/wy/districts/house/14"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY House District 14 (WY State House of Representatives District 14).
 
+Represents [WY State House of Representatives District 14](/us/states/wy/districts/house/14.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/troy-mckeown.md b/data/jurisdictions/us/states/wy/people/troy-mckeown.md
index ccff0a53e6..b21ecf6c13 100644
--- a/data/jurisdictions/us/states/wy/people/troy-mckeown.md
+++ b/data/jurisdictions/us/states/wy/people/troy-mckeown.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 24"
+represents: "us/states/wy/districts/senate/24"
 tenure:
   start: "2021-01-04"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 24 (WY State Senate District 24).
 
+Represents [WY State Senate District 24](/us/states/wy/districts/senate/24.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/jurisdictions/us/states/wy/people/wendy-schuler.md b/data/jurisdictions/us/states/wy/people/wendy-schuler.md
index 1a8f0c3c5c..e4c9669b2f 100644
--- a/data/jurisdictions/us/states/wy/people/wendy-schuler.md
+++ b/data/jurisdictions/us/states/wy/people/wendy-schuler.md
@@ -8,6 +8,7 @@ level: "state"
 branch: "legislative"
 state: "WY"
 district: "WY State Senate District 15"
+represents: "us/states/wy/districts/senate/15"
 tenure:
   start: "2019-01-07"
   current: true
@@ -33,6 +34,8 @@ timestamp: "2026-07-04"
 
 Current WY Senate District 15 (WY State Senate District 15).
 
+Represents [WY State Senate District 15](/us/states/wy/districts/senate/15.md).
+
 ## Sources
 
 - tenure: OpenStates YAML via GitHub 2026-06-20
diff --git a/data/sources/sources.yaml b/data/sources/sources.yaml
index 71d3c136b9..9c5a2208f1 100644
--- a/data/sources/sources.yaml
+++ b/data/sources/sources.yaml
@@ -68,6 +68,23 @@ sources:
       officeholders to their county. Join key is county_geoid (5-digit FIPS);
       the sibling county_fips column is the 3-digit county code only.
 
+  - id: county-district-overlap
+    name: County → district area overlap (PostGIS)
+    url: https://www.census.gov/geographies/mapping-files.html
+    type: dataset
+    authority_level: official
+    requires_api_key: false
+    refresh_frequency: on-demand
+    feeds: [Jurisdiction]
+    raw: [county_district_edges.jsonl]
+    notes: >
+      PostGIS area-intersection of Census TIGER 2024 county boundaries against
+      congressional / state-senate / state-house district boundaries —
+      ST_Area(ST_Intersection(county, district)) / ST_Area(county), computed on
+      ST_MakeValid geometries, overlaps below 0.5% dropped. 16,328 weighted
+      county→district edges. Also seeds the state-legislative district nodes
+      (which have no ACS demographics — geometry only).
+
 # Prepared but not yet ingested — see docs/roadmap.md
 planned:
   - id: govinfo
diff --git a/schemas/jurisdiction.schema.json b/schemas/jurisdiction.schema.json
index 3fb078a059..0482386290 100644
--- a/schemas/jurisdiction.schema.json
+++ b/schemas/jurisdiction.schema.json
@@ -1,17 +1,19 @@
 {
   "$schema": "http://json-schema.org/draft-07/schema#",
   "title": "Jurisdiction",
-  "description": "A place with a government — a county or congressional district — carrying demographic context. A node in the fractal jurisdiction tree.",
+  "description": "A place with a government — a county or an electoral district (congressional, state senate, state house) — carrying demographic context and/or district-overlap edges. A node in the fractal jurisdiction tree.",
   "type": "object",
   "required": ["type", "title", "classification", "confidence", "tags", "timestamp"],
   "properties": {
     "type": { "type": "string", "enum": ["Jurisdiction"] },
     "title": { "type": "string" },
-    "classification": { "type": "string", "enum": ["county", "congressional-district"] },
+    "classification": { "type": "string", "enum": ["county", "congressional-district", "state-senate-district", "state-house-district"] },
     "fips": { "type": "string" },
     "state": { "type": "string" },
     "district": { "type": "string" },
+    "chamber": { "type": "string", "enum": ["senate", "house"] },
     "demographics": { "type": "object" },
+    "districts": { "type": "array" },
     "sources": { "type": "array" },
     "confidence": { "type": "string", "enum": ["official", "reported", "inferred", "unverified"] },
     "tags": { "type": "array" },
diff --git a/scripts/build.py b/scripts/build.py
index 7d9776d528..174a8d971c 100644
--- a/scripts/build.py
+++ b/scripts/build.py
@@ -7,6 +7,7 @@ Inputs (committed raw, one JSON object per line):
   leadership.jsonl              current federal leadership roles          (28)
   committee_memberships.jsonl   person->committee edges                (3,879)
   place_county_crosswalk.jsonl  Census place -> county (PostGIS join)  (32,041)
+  county_district_edges.jsonl   county -> district area-overlap edges  (16,328)
 
 Outputs (fully regenerated each run):
   data/jurisdictions/**         Person files (federal ones enriched with
@@ -262,6 +263,9 @@ def person_frontmatter(rec, enr):
         lines.append(f"state: {yval(rec['state_abbr'])}")
     if rec.get("jurisdiction_type") == "district" and jl:
         lines.append(f"district: {yval(jl)}")
+    dnode = person_district_node(rec)
+    if dnode:
+        lines.append(f"represents: {yval(dnode)}")
     if enr and enr["leadership"]:
         lines.append("leadership:")
         for r in enr["leadership"]:
@@ -330,6 +334,9 @@ def person_body(rec, enr):
     where = f" ({jl})" if jl and jl not in role else ""
     cur = "Current" if rec.get("is_current") else "Former"
     out = [f"# {name}", "", f"{cur} {role}{where}.", ""]
+    dnode = person_district_node(rec)
+    if dnode:
+        out += [f"Represents [{rec.get('jurisdiction_label')}](/{dnode}.md).", ""]
     if enr and enr["leadership"]:
         out += ["## Leadership", ""]
         for r in enr["leadership"]:
@@ -561,20 +568,109 @@ def demog_table(demog):
     return out + [""]
 
 
-def jurisdiction_file(title, classification, extra_fm, demog, st, body_intro):
+# --------------------------------------------------------------------------- #
+# District nodes + county->district edges (the geographic authority layer)
+# --------------------------------------------------------------------------- #
+
+DTYPE_CLASS = {"CD": "congressional-district",
+               "SS": "state-senate-district", "SH": "state-house-district"}
+DTYPE_RANK = {"CD": 0, "SS": 1, "SH": 2}
+DTYPE_WORD = {"CD": "congressional", "SS": "state senate", "SH": "state house"}
+DISTRICT_SOURCE = "PostGIS area-intersection over Census TIGER 2024 boundaries"
+
+
+def cd_ident(label):
+    """'Congressional District 5' -> '05'; at-large -> '00'."""
+    if re.search(r"at.?large", label, re.I):
+        return "00"
+    m = re.search(r"(\d+)", label)
+    return f"{int(m.group(1)):02d}" if m else "00"
+
+
+def leg_ident(label):
+    """State-leg identifier: text after 'District '. 'GA State Senate District 10A' -> '10A'."""
+    m = re.search(r"\bDistrict\s+(.+)$", label.strip())
+    return (m.group(1).strip() if m else label.strip())
+
+
+def district_node_id(dtype, state, ident):
+    """Concept id (path under data/jurisdictions) for a district node."""
+    st = (state or "").lower()
+    if dtype == "CD":
+        return f"us/states/{st}/districts/{ident}"
+    sub = "senate" if dtype == "SS" else "house"
+    return f"us/states/{st}/districts/{sub}/{slugify(ident)}"
+
+
+def edge_node_id(e):
+    """District node id for a county_district_edges row."""
+    dt = e["type"]
+    ident = cd_ident(e["district_label"]) if dt == "CD" else leg_ident(e["district_label"])
+    return district_node_id(dt, e["district_state"], ident)
+
+
+def district_title(dtype, state, ident):
+    if dtype == "CD":
+        return f"{state}-{ident}"
+    return f"{state} {'Senate' if dtype == 'SS' else 'House'} District {ident}"
+
+
+def person_district_parts(rec):
+    """(dtype, state, ident) of the district a legislator / US House member holds, else None."""
+    jl = rec.get("jurisdiction_label") or ""
+    if rec["level"] == "federal" and re.search(r"congressional district", jl, re.I):
+        return ("CD", rec.get("state_abbr"), cd_ident(jl))
+    if rec["level"] == "state" and rec.get("branch") == "legislative":
+        m = re.match(r"^([A-Z]{2})\s", jl)
+        st = m.group(1) if m else rec.get("state_abbr")
+        dt = ("SS" if re.search(r"state senate", jl, re.I)
+              else "SH" if re.search(r"state house|house of rep", jl, re.I) else None)
+        if dt and st:
+            return (dt, st, leg_ident(jl))
+    return None
+
+
+def person_district_node(rec):
+    """District node id a legislator / US House member represents, else None."""
+    p = person_district_parts(rec)
+    return district_node_id(*p) if p else None
+
+
+def jurisdiction_file(title, classification, extra_fm, demog, st, body_intro,
+                      district_edges=None):
+    """district_edges: sorted list of (node_id, dtype, title, area_weight)."""
     lines = ["type: Jurisdiction", f"title: {yval(title)}",
              f"classification: {classification}"]
     lines += extra_fm
     if demog:
         lines += demog_yaml(demog)
-    lines += ["sources:", "  - field: demographics",
-              "    source: Census ACS 2023", "confidence: official",
+    if district_edges:
+        lines.append("districts:")
+        for nid, dt, dtitle, w in district_edges:
+            lines += [f"  - to: {yval(nid)}", "    rel: in-district",
+                      f"    area_weight: {w}"]
+    src = []
+    if demog:
+        src.append(("demographics", "Census ACS 2023"))
+    if district_edges:
+        src.append(("districts", DISTRICT_SOURCE))
+    if not src:                                   # sparse district node
+        src.append(("boundary", "Census TIGER 2024"))
+    lines.append("sources:")
+    for f, s in src:
+        lines += [f"  - field: {f}", f"    source: {yval(s)}"]
+    lines += ["confidence: official",
               f"tags: [jurisdiction, {classification}, {st}]",
               f"timestamp: {yval(CONGRESS_DATE)}"]
     body = [f"# {title}", "", body_intro, ""]
     if demog:
         body += demog_table(demog)
-    body += ["## Source", "", "- demographics: Census ACS 2023"]
+    if district_edges:
+        body += ["## Districts", ""]
+        for nid, dt, dtitle, w in district_edges:
+            body.append(f"- [{dtitle}](/{nid}.md) — {round(w * 100)}% ({DTYPE_WORD[dt]})")
+        body.append("")
+    body += ["## Source", ""] + [f"- {f}: {s}" for f, s in src]
     return "---\n" + "\n".join(lines) + "\n---\n\n" + "\n".join(body) + "\n"
 
 
@@ -596,6 +692,31 @@ def main():
     acs_cd = load("acs_cd.jsonl")
     crosswalk = load("place_county_crosswalk.jsonl")
     place_to_cslug = place_resolver(acs_county, crosswalk)
+    county_district_edges = load("county_district_edges.jsonl")
+
+    # --- geographic edge layer: county fips -> district edges, and the full
+    #     district node set (edge targets + districts legislators represent) ---
+    district_nodes = {}                 # node_id -> (dtype, state, ident)
+
+    def reg_district(dt, state, ident):
+        district_nodes.setdefault(district_node_id(dt, state, ident), (dt, state, ident))
+
+    edges_by_county = {}
+    for e in county_district_edges:
+        dt = e["type"]
+        ident = cd_ident(e["district_label"]) if dt == "CD" else leg_ident(e["district_label"])
+        reg_district(dt, e["district_state"], ident)
+        edges_by_county.setdefault(canonical_fips(e["county_geoid"]), []).append(
+            (edge_node_id(e), dt, district_title(dt, e["district_state"], ident),
+             e["area_weight"]))
+    for lst in edges_by_county.values():
+        lst.sort(key=lambda x: (DTYPE_RANK[x[1]], -x[3], x[0]))
+    for row in acs_cd:                              # keep every existing ACS CD node
+        reg_district("CD", row["state_abbr"], row["district"])
+    for rec in officeholders:                       # ensure represents targets exist
+        p = person_district_parts(rec)
+        if p:
+            reg_district(*p)
 
     bodies_by_code = {b["code"]: b for b in bodies}
     comm_codes = committee_codes(bodies)
@@ -697,27 +818,39 @@ def main():
         extra = [f"fips: {yval(cf)}", f"state: {yval(st)}"]
         path = OUT / "us" / "states" / st.lower() / "counties" / cslug / "index.md"
         path.parent.mkdir(parents=True, exist_ok=True)
-        path.write_text(jurisdiction_file(title, "county", extra, demog,
-                                          st.lower(), intro), encoding="utf-8")
+        path.write_text(jurisdiction_file(title, "county", extra, demog, st.lower(),
+                                          intro, district_edges=edges_by_county.get(cf)),
+                        encoding="utf-8")
         n_county += 1
 
-    # ---- congressional-district jurisdictions (ACS) ----
-    n_cd = 0
-    for row in sorted(acs_cd, key=lambda r: (r["state_abbr"], r["district"])):
-        st, dist = row["state_abbr"], row["district"]
-        title = f"{st}-{dist}"
-        demog = normalize_demog(row)
-        extra = [f"state: {yval(st)}", f"district: {yval(title)}"]
-        path = OUT / "us" / "states" / st.lower() / "districts" / f"{dist}.md"
+    # ---- district jurisdictions (CD demographics from ACS; state-leg + gap CDs sparse) ----
+    acs_cd_by_key = {(r["state_abbr"], r["district"]): r for r in acs_cd}
+    n_cd = n_sld = 0
+    for nid in sorted(district_nodes):
+        dt, st, ident = district_nodes[nid]
+        title = district_title(dt, st, ident)
+        cls = DTYPE_CLASS[dt]
+        if dt == "CD":
+            row = acs_cd_by_key.get((st, ident))
+            demog = normalize_demog(row) if row else None
+            extra = [f"state: {yval(st)}", f"district: {yval(title)}"]
+            intro = f"Congressional district {title}."
+            n_cd += 1
+        else:
+            demog = None
+            extra = [f"state: {yval(st)}",
+                     f"chamber: {yval('senate' if dt == 'SS' else 'house')}",
+                     f"district: {yval(ident)}"]
+            intro = f"{DTYPE_WORD[dt].title()} district {ident} ({st})."
+            n_sld += 1
+        path = OUT / (nid + ".md")
         path.parent.mkdir(parents=True, exist_ok=True)
-        path.write_text(jurisdiction_file(title, "congressional-district", extra,
-                                          demog, st.lower(),
-                                          f"Congressional district {title}."),
+        path.write_text(jurisdiction_file(title, cls, extra, demog, st.lower(), intro),
                         encoding="utf-8")
-        n_cd += 1
 
     print(f"candidate files: {n_cand}   county jurisdictions: {n_county}   "
-          f"district jurisdictions: {n_cd}")
+          f"CD nodes: {n_cd}   state-leg district nodes: {n_sld}   "
+          f"county->district edges: {len(county_district_edges)}")
     print(f"person files: {len(person_files)}  "
           f"(federal enriched: {matched}/{sum(1 for r in officeholders if r['level']=='federal')})")
     print(f"body files: {len(bodies)}  "